aws sagemaker create-data-quality-job-definition
Creates a definition for a job that monitors data quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor
Options
| Name | Description |
|---|---|
--job-definition-name <string> | The name for the monitoring job definition |
--data-quality-baseline-config <structure> | Configures the constraints and baselines for the monitoring job |
--data-quality-app-specification <structure> | Specifies the container that runs the monitoring job |
--data-quality-job-input <structure> | A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs |
--data-quality-job-output-config <structure> | The output configuration for monitoring jobs |
--job-resources <structure> | Identifies the resources to deploy for a monitoring job |
--network-config <structure> | Specifies networking configuration for the monitoring job |
--role-arn <string> | The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf |
--stopping-condition <structure> | A time limit for how long the monitoring job is allowed to run before stopping |
--tags <list> | (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide |
--cli-input-json <string> | Performs service operation based on the JSON string provided. The JSON string follows the format provided by ``--generate-cli-skeleton``. If other arguments are provided on the command line, the CLI values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally |
--generate-cli-skeleton <string> | Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value ``input``, prints a sample input JSON that can be used as an argument for ``--cli-input-json``. If provided with the value ``output``, it validates the command inputs and returns a sample output JSON for that command |