AnomalyDetector - Amazon CloudWatch

AnomalyDetector

An anomaly detection model associated with a particular CloudWatch metric, statistic, or metric math expression. You can use the model to display a band of expected, normal values when the metric is graphed.

Contents

Configuration

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.

Type: AnomalyDetectorConfiguration object

Required: No

Dimensions.member.N

This member has been deprecated.

The metric dimensions associated with the anomaly detection model.

Type: Array of Dimension objects

Array Members: Maximum number of 30 items.

Required: No

MetricMathAnomalyDetector

The CloudWatch metric math expression for this anomaly detector.

Type: MetricMathAnomalyDetector object

Required: No

MetricName

This member has been deprecated.

The name of the metric associated with the anomaly detection model.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 255.

Required: No

Namespace

This member has been deprecated.

The namespace of the metric associated with the anomaly detection model.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 255.

Pattern: [^:].*

Required: No

SingleMetricAnomalyDetector

The CloudWatch metric and statistic for this anomaly detector.

Type: SingleMetricAnomalyDetector object

Required: No

Stat

This member has been deprecated.

The statistic associated with the anomaly detection model.

Type: String

Length Constraints: Maximum length of 50.

Pattern: (SampleCount|Average|Sum|Minimum|Maximum|IQM|(p|tc|tm|ts|wm)(\d{1,2}(\.\d{0,10})?|100)|[ou]\d+(\.\d*)?)(_E|_L|_H)?|(TM|TC|TS|WM)\(((((\d{1,2})(\.\d{0,10})?|100(\.0{0,10})?)%)?:((\d{1,2})(\.\d{0,10})?|100(\.0{0,10})?)%|((\d{1,2})(\.\d{0,10})?|100(\.0{0,10})?)%:(((\d{1,2})(\.\d{0,10})?|100(\.0{0,10})?)%)?)\)|(TM|TC|TS|WM|PR)\(((\d+(\.\d{0,10})?|(\d+(\.\d{0,10})?[Ee][+-]?\d+)):((\d+(\.\d{0,10})?|(\d+(\.\d{0,10})?[Ee][+-]?\d+)))?|((\d+(\.\d{0,10})?|(\d+(\.\d{0,10})?[Ee][+-]?\d+)))?:(\d+(\.\d{0,10})?|(\d+(\.\d{0,10})?[Ee][+-]?\d+)))\)

Required: No

StateValue

The current status of the anomaly detector's training. The possible values are TRAINED | PENDING_TRAINING | TRAINED_INSUFFICIENT_DATA

Type: String

Valid Values: PENDING_TRAINING | TRAINED_INSUFFICIENT_DATA | TRAINED

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: