QualityCheckStepMetadata ¶

class QualityCheckStepMetadata(TypedDict, closed=True):
    check_type: NotRequired["capo_sagemaker.types.string256.String256"]
    """<p>The type of the Quality check step.</p>"""
    baseline_used_for_drift_check_statistics: NotRequired[
        "capo_sagemaker.types.string1024.String1024"
    ]
    """<p>The Amazon S3 URI of the baseline statistics file used for the drift check.</p>"""
    baseline_used_for_drift_check_constraints: NotRequired[
        "capo_sagemaker.types.string1024.String1024"
    ]
    """<p>The Amazon S3 URI of the baseline constraints file used for the drift check.</p>"""
    calculated_baseline_statistics: NotRequired[
        "capo_sagemaker.types.string1024.String1024"
    ]
    """<p>The Amazon S3 URI of the newly calculated baseline statistics file.</p>"""
    calculated_baseline_constraints: NotRequired[
        "capo_sagemaker.types.string1024.String1024"
    ]
    """<p>The Amazon S3 URI of the newly calculated baseline constraints file.</p>"""
    model_package_group_name: NotRequired["capo_sagemaker.types.string256.String256"]
    """<p>The model package group name.</p>"""
    violation_report: NotRequired["capo_sagemaker.types.string1024.String1024"]
    """<p>The Amazon S3 URI of violation report if violations are detected.</p>"""
    check_job_arn: NotRequired["capo_sagemaker.types.string256.String256"]
    """<p>The Amazon Resource Name (ARN) of the Quality check processing job that was run by this step execution.</p>"""
    skip_check: NotRequired["capo_sagemaker.types.boolean.Boolean"]
    """<p>This flag indicates if the drift check against the previous baseline will be skipped or not. If it is set to <code>False</code>, the previous baseline of the configured check type must be available.</p>"""
    register_new_baseline: NotRequired["capo_sagemaker.types.boolean.Boolean"]
    """<p>This flag indicates if a newly calculated baseline can be accessed through step properties <code>BaselineUsedForDriftCheckConstraints</code> and <code>BaselineUsedForDriftCheckStatistics</code>. If it is set to <code>False</code>, the previous baseline of the configured check type must also be available. These can be accessed through the <code>BaselineUsedForDriftCheckConstraints</code> and <code> BaselineUsedForDriftCheckStatistics</code> properties. </p>"""