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MonitoringBaselineConfig

Source code in docs_src/capo_sagemaker/types/monitoring_baseline_config.py
class MonitoringBaselineConfig(TypedDict, closed=True):
    baselining_job_name: NotRequired[
        "capo_sagemaker.types.processing_job_name.ProcessingJobName"
    ]
    """<p>The name of the job that performs baselining for the monitoring job.</p>"""
    constraints_resource: NotRequired[
        "capo_sagemaker.types.monitoring_constraints_resource.MonitoringConstraintsResource"
    ]
    """<p>The baseline constraint file in Amazon S3 that the current monitoring job should validated against.</p>"""
    statistics_resource: NotRequired[
        "capo_sagemaker.types.monitoring_statistics_resource.MonitoringStatisticsResource"
    ]
    """<p>The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.</p>"""

baselining_job_name instance-attribute

baselining_job_name: NotRequired[ProcessingJobName]

The name of the job that performs baselining for the monitoring job.

constraints_resource instance-attribute

constraints_resource: NotRequired[MonitoringConstraintsResource]

The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

statistics_resource instance-attribute

statistics_resource: NotRequired[MonitoringStatisticsResource]

The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.