Class: Aws::CloudWatch::Types::AnomalyDetector
- Inherits:
-
Struct
- Object
- Struct
- Aws::CloudWatch::Types::AnomalyDetector
- 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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
-
#dimensions ⇒ Array<Types::Dimension>
The metric dimensions associated with the anomaly detection model.
-
#metric_math_anomaly_detector ⇒ Types::MetricMathAnomalyDetector
The CloudWatch metric math expression for this anomaly detector.
-
#metric_name ⇒ String
The name of the metric associated with the anomaly detection model.
-
#namespace ⇒ String
The namespace of the metric associated with the anomaly detection model.
-
#single_metric_anomaly_detector ⇒ Types::SingleMetricAnomalyDetector
The CloudWatch metric and statistic for this anomaly detector.
-
#stat ⇒ String
The statistic associated with the anomaly detection model.
-
#state_value ⇒ String
The current status of the anomaly detector’s training.
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.
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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.
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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.
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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.
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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.
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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.
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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.
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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`
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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 |