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AWS::SageMaker::DataQualityJobDefinition

SageMaker DataQualityJobDefinition

Resource Type definition for AWS::SageMaker::DataQualityJobDefinition

Properties

11 configurable properties. 5 required. Click a row to see details.

Filter:
PropertyTypeFlags
DataQualityAppSpecification
DataQualityAppSpecification
RequiredCreate-only
DataQualityJobInput
DataQualityJobInput
RequiredCreate-only
DataQualityJobOutputConfig
MonitoringOutputConfig
RequiredCreate-only
JobResources
MonitoringResources
RequiredCreate-only
RoleArn
string
RequiredCreate-only
DataQualityBaselineConfig
DataQualityBaselineConfig
Create-only
EndpointName
string
Create-onlyWrite-only
JobDefinitionName
string
Create-only
NetworkConfig
NetworkConfig
Create-only
StoppingCondition
StoppingCondition
Create-only
Tags
Array<Tag>
Create-only

Return Values

Values returned after the resource is created. Access these with Fn::GetAtt.

AttributeTypeDescription
CreationTimestringThe time at which the job definition was created.
JobDefinitionArnstringThe Amazon Resource Name (ARN) of job definition.

Sample CloudFormation Template

A minimal template with required properties and common optional ones.

template.yaml
AWSTemplateFormatVersion: "2010-09-09"
Description: Sample template for AWS::SageMaker::DataQualityJobDefinition

Resources:
  MyResource:
    Type: AWS::SageMaker::DataQualityJobDefinition
    Properties:
      DataQualityAppSpecification: "value"
      DataQualityJobInput: "value"
      DataQualityJobOutputConfig: "value"
      JobResources: "value"
      RoleArn: "arn:aws:service:region:account:resource"
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

Permissions CloudFormation needs in your IAM role to manage this resource.

create

sagemaker:CreateDataQualityJobDefinitionsagemaker:DescribeDataQualityJobDefinitionsagemaker:AddTagssagemaker:ListTagsiam:PassRole

delete

sagemaker:DeleteDataQualityJobDefinition

read

sagemaker:DescribeDataQualityJobDefinitionsagemaker:ListTags

list

sagemaker:ListDataQualityJobDefinitionssagemaker:ListTags

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Quick Facts

ServiceSageMaker
Properties13
Required5
TaggingSupported
Primary IDJobDefinitionArn

Supported Operations

CreateDeleteReadList

Immutable After Creation

These properties cannot be changed after the resource is created. Updating them triggers a replacement.

JobDefinitionNameDataQualityAppSpecificationDataQualityBaselineConfigDataQualityJobInputDataQualityJobOutputConfigJobResourcesNetworkConfigRoleArnStoppingConditionTagsEndpointName

Related Resources

External Links