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L1 ConstructAWS::SageMaker::ModelQualityJobDefinition

CfnModelQualityJobDefinition

Creates a definition for a job that monitors model quality and drift. For information about model monitor, see [Amazon SageMaker Model Monitor](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html) .

Import

import { CfnModelQualityJobDefinition } from 'aws-cdk-lib/aws-sagemaker';

Or use the module namespace:

import * as sagemaker from 'aws-cdk-lib/aws-sagemaker';
// sagemaker.CfnModelQualityJobDefinition

Properties

Configuration passed to the constructor as CfnModelQualityJobDefinitionProps.

jobResourcesRequired
IResolvable | MonitoringResourcesProperty

Identifies the resources to deploy for a monitoring job.

modelQualityAppSpecificationRequired
IResolvable | ModelQualityAppSpecificationProperty

Container image configuration object for the monitoring job.

modelQualityJobInputRequired
IResolvable | ModelQualityJobInputProperty

A list of the inputs that are monitored. Currently endpoints are supported.

modelQualityJobOutputConfigRequired
IResolvable | MonitoringOutputConfigProperty

The output configuration for monitoring jobs.

roleArnRequired
string | IRoleRef

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

endpointNameOptional
string

The name of the endpoint used to run the monitoring job.

jobDefinitionNameOptional
string

The name of the monitoring job definition.

modelQualityBaselineConfigOptional
IResolvable | ModelQualityBaselineConfigProperty

Specifies the constraints and baselines for the monitoring job.

networkConfigOptional
IResolvable | NetworkConfigProperty

Specifies the network configuration for the monitoring job.

stoppingConditionOptional
IResolvable | StoppingConditionProperty

A time limit for how long the monitoring job is allowed to run before stopping.

tagsOptional
CfnTag[]

An array of key-value pairs to apply to this resource. For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .

CloudFormation Resource

This L1 construct maps directly to the following CloudFormation resource type.

AWS::SageMaker::ModelQualityJobDefinitionView in CloudFormation Explorer

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Quick Facts

LevelL1 (CloudFormation)
Moduleaws-sagemaker
CFN TypeAWS::SageMaker::ModelQualityJobDefinition
Properties11

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