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L1 ConstructAWS::SageMaker::DataQualityJobDefinition

CfnDataQualityJobDefinition

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

Import

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

Or use the module namespace:

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

Properties

Configuration passed to the constructor as CfnDataQualityJobDefinitionProps.

dataQualityAppSpecificationRequired
IResolvable | DataQualityAppSpecificationProperty

Specifies the container that runs the monitoring job.

dataQualityJobInputRequired
IResolvable | DataQualityJobInputProperty

A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.

dataQualityJobOutputConfigRequired
IResolvable | MonitoringOutputConfigProperty

The output configuration for monitoring jobs.

jobResourcesRequired
IResolvable | MonitoringResourcesProperty

Identifies the resources to deploy for a monitoring job.

roleArnRequired
string | IRoleRef

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

dataQualityBaselineConfigOptional
IResolvable | DataQualityBaselineConfigProperty

Configures the constraints and baselines for the monitoring job.

endpointNameOptional
string

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

jobDefinitionNameOptional
string

The name for the monitoring job definition.

networkConfigOptional
IResolvable | NetworkConfigProperty

Specifies networking 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::DataQualityJobDefinitionView in CloudFormation Explorer

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Quick Facts

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

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