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Amazon SageMaker Data Quality Job Definition

This template creates an Amazon SageMaker endpoint with data capture enabled. It also includes the necessary resources such as an endpoint configuration, model, IAM roles, and a data quality job definition.

Endpoint
AWS::SageMaker::Endpoint


EndpointConfigWithDataCapture
AWS::SageMaker::EndpointConfig


DataCaptureConfig
CaptureContentTypeHeader

CsvContentTypes

JsonContentTypes

CaptureOptions *
ProductionVariants *
ServerlessConfig

Model
AWS::SageMaker::Model


PrimaryContainer
ImageConfig
RepositoryAuthConfig
MultiModelConfig

ExecutionRole
AWS::IAM::Role


Policies

JobDefinitionExecutionRole
AWS::IAM::Role


ManagedPolicyArns

DataQualityJobDefinition
AWS::SageMaker::DataQualityJobDefinition


DataQualityAppSpecification *

ContainerArguments

ContainerEntrypoint

DataQualityJobInput *
BatchTransformInput
DatasetFormat *
Csv
EndpointInput
DataQualityJobOutputConfig *
MonitoringOutputs *
S3Output *
JobResources *
ClusterConfig *
StoppingCondition

CloudFormation Template

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