Class: Aws::CloudWatch::Types::AnomalyDetector

Inherits:
Struct
  • Object
show all
Includes:
Structure
Defined in:
lib/aws-sdk-cloudwatch/types.rb

Overview

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.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#configuration ⇒ Types::AnomalyDetectorConfiguration

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.

Returns:



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# File 'lib/aws-sdk-cloudwatch/types.rb', line 94

class AnomalyDetector < Struct.new(
  :namespace,
  :metric_name,
  :dimensions,
  :stat,
  :configuration,
  :state_value,
  :single_metric_anomaly_detector,
  :metric_math_anomaly_detector)
  SENSITIVE = []
  include Aws::Structure
end

#dimensions ⇒ Array<Types::Dimension>

The metric dimensions associated with the anomaly detection model.

Returns:



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# File 'lib/aws-sdk-cloudwatch/types.rb', line 94

class AnomalyDetector < Struct.new(
  :namespace,
  :metric_name,
  :dimensions,
  :stat,
  :configuration,
  :state_value,
  :single_metric_anomaly_detector,
  :metric_math_anomaly_detector)
  SENSITIVE = []
  include Aws::Structure
end

#metric_math_anomaly_detector ⇒ Types::MetricMathAnomalyDetector

The CloudWatch metric math expression for this anomaly detector.

Returns:



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# File 'lib/aws-sdk-cloudwatch/types.rb', line 94

class AnomalyDetector < Struct.new(
  :namespace,
  :metric_name,
  :dimensions,
  :stat,
  :configuration,
  :state_value,
  :single_metric_anomaly_detector,
  :metric_math_anomaly_detector)
  SENSITIVE = []
  include Aws::Structure
end

#metric_name ⇒ String

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

Returns:

  • (String) 


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# File 'lib/aws-sdk-cloudwatch/types.rb', line 94

class AnomalyDetector < Struct.new(
  :namespace,
  :metric_name,
  :dimensions,
  :stat,
  :configuration,
  :state_value,
  :single_metric_anomaly_detector,
  :metric_math_anomaly_detector)
  SENSITIVE = []
  include Aws::Structure
end

#namespace ⇒ String

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

Returns:

  • (String) 


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# File 'lib/aws-sdk-cloudwatch/types.rb', line 94

class AnomalyDetector < Struct.new(
  :namespace,
  :metric_name,
  :dimensions,
  :stat,
  :configuration,
  :state_value,
  :single_metric_anomaly_detector,
  :metric_math_anomaly_detector)
  SENSITIVE = []
  include Aws::Structure
end

#single_metric_anomaly_detector ⇒ Types::SingleMetricAnomalyDetector

The CloudWatch metric and statistic for this anomaly detector.

Returns:



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# File 'lib/aws-sdk-cloudwatch/types.rb', line 94

class AnomalyDetector < Struct.new(
  :namespace,
  :metric_name,
  :dimensions,
  :stat,
  :configuration,
  :state_value,
  :single_metric_anomaly_detector,
  :metric_math_anomaly_detector)
  SENSITIVE = []
  include Aws::Structure
end

#stat ⇒ String

The statistic associated with the anomaly detection model.

Returns:

  • (String) 


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# File 'lib/aws-sdk-cloudwatch/types.rb', line 94

class AnomalyDetector < Struct.new(
  :namespace,
  :metric_name,
  :dimensions,
  :stat,
  :configuration,
  :state_value,
  :single_metric_anomaly_detector,
  :metric_math_anomaly_detector)
  SENSITIVE = []
  include Aws::Structure
end

#state_value ⇒ String

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

Returns:

  • (String) 


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# File 'lib/aws-sdk-cloudwatch/types.rb', line 94

class AnomalyDetector < Struct.new(
  :namespace,
  :metric_name,
  :dimensions,
  :stat,
  :configuration,
  :state_value,
  :single_metric_anomaly_detector,
  :metric_math_anomaly_detector)
  SENSITIVE = []
  include Aws::Structure
end