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CmdID / aws / aws sagemaker

aws sagemaker create-data-quality-job-definition

Creates a definition for a job that monitors data quality and drift. AWS CLI reference

10 options Its page in the AWS CLI reference

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Options

10 in the AWS CLI reference
--data-quality-app-specificationSpecifies the container that runs the monitoring job.
--data-quality-baseline-configConfigures the constraints and baselines for the monitoring job.
--data-quality-job-inputA list of inputs for the monitoring job.
--data-quality-job-output-configThe output configuration for monitoring jobs.
--job-definition-nameThe name for the monitoring job definition.
--job-resourcesIdentifies the resources to deploy for a monitoring job.
--network-configSpecifies networking configuration for the monitoring job.
--role-arnThe Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.
--stopping-conditionA time limit for how long the monitoring job is allowed to run before stopping.
--tags(Optional) An array of key-value pairs.