AnomalyDetector ¶

class AnomalyDetector(TypedDict, closed=True):
    anomaly_detector_id: NotRequired[
        "capo_cloudwatch.types.anomaly_detector_id.AnomalyDetectorId"
    ]
    """<p>The unique identifier of the anomaly detector.</p> <note> <p>The identifier does not restrict access to a specific anomaly detector in an IAM policy. Permissions for anomaly detector operations apply to all anomaly detectors in the account.</p> </note>"""
    namespace: NotRequired["capo_cloudwatch.types.namespace.Namespace"]
    """<p>The namespace of the metric associated with the anomaly detection model.</p>"""
    metric_name: NotRequired["capo_cloudwatch.types.metric_name.MetricName"]
    """<p>The name of the metric associated with the anomaly detection model.</p>"""
    dimensions: NotRequired["capo_cloudwatch.types.dimensions.Dimensions"]
    """<p>The metric dimensions associated with the anomaly detection model.</p>"""
    stat: NotRequired[
        "capo_cloudwatch.types.anomaly_detector_metric_stat.AnomalyDetectorMetricStat"
    ]
    """<p>The statistic associated with the anomaly detection model.</p>"""
    configuration: NotRequired[
        "capo_cloudwatch.types.anomaly_detector_configuration.AnomalyDetectorConfiguration"
    ]
    """<p>The configuration specifies details about how the anomaly detection model is to be trained, including time ranges to exclude from use for training the model, and the time zone to use for the metric.</p>"""
    state_value: NotRequired[
        "capo_cloudwatch.types.anomaly_detector_state_value.AnomalyDetectorStateValue"
    ]
    """<p>The current status of the anomaly detector's training.</p>"""
    metric_characteristics: NotRequired[
        "capo_cloudwatch.types.metric_characteristics.MetricCharacteristics"
    ]
    """<p>This object includes parameters that you can use to provide information about your metric to CloudWatch to help it build more accurate anomaly detection models. Currently, it includes the <code>PeriodicSpikes</code> parameter.</p>"""
    single_metric_anomaly_detector: NotRequired[
        "capo_cloudwatch.types.single_metric_anomaly_detector.SingleMetricAnomalyDetector"
    ]
    """<p>The CloudWatch metric and statistic for this anomaly detector.</p>"""
    metric_math_anomaly_detector: NotRequired[
        "capo_cloudwatch.types.metric_math_anomaly_detector.MetricMathAnomalyDetector"
    ]
    """<p>The CloudWatch metric math expression for this anomaly detector.</p>"""