Class: Aws::CloudWatch::Types::PutAnomalyDetectorInput

Inherits:

Struct

• Object
• Struct
• Aws::CloudWatch::Types::PutAnomalyDetectorInput

Includes:

Structure

Defined in:

lib/aws-sdk-cloudwatch/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #configuration ⇒ Types::AnomalyDetectorConfiguration

  The configuration specifies details about how the anomaly detection model is to be trained, including time ranges to exclude when training and updating the model.

• #dimensions ⇒ Array<Types::Dimension>

  The metric dimensions to create the anomaly detection model for.

• #metric_characteristics ⇒ Types::MetricCharacteristics

  Use this object to include parameters to provide information about your metric to CloudWatch to help it build more accurate anomaly detection models.

• #metric_math_anomaly_detector ⇒ Types::MetricMathAnomalyDetector

  The metric math anomaly detector to be created.

• #metric_name ⇒ String

  The name of the metric to create the anomaly detection model for.

• #namespace ⇒ String

  The namespace of the metric to create the anomaly detection model for.

• #single_metric_anomaly_detector ⇒ Types::SingleMetricAnomalyDetector

  A single metric anomaly detector to be created.

• #stat ⇒ String

  The statistic to use for the metric and the anomaly detection model.

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 when training and updating the model. You can specify as many as 10 time ranges.

The configuration can also include the time zone to use for the metric.

Returns:

• (Types::AnomalyDetectorConfiguration)

# File 'lib/aws-sdk-cloudwatch/types.rb', line 4229

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

#dimensions ⇒ Array<Types::Dimension>

The metric dimensions to create the anomaly detection model for.

Returns:

• (Array<Types::Dimension>)

# File 'lib/aws-sdk-cloudwatch/types.rb', line 4229

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

#metric_characteristics ⇒ Types::MetricCharacteristics

Use this object to include parameters to provide information about your metric to CloudWatch to help it build more accurate anomaly detection models. Currently, it includes the PeriodicSpikes parameter.

Returns:

• (Types::MetricCharacteristics)

# File 'lib/aws-sdk-cloudwatch/types.rb', line 4229

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

#metric_math_anomaly_detector ⇒ Types::MetricMathAnomalyDetector

The metric math anomaly detector to be created.

When using MetricMathAnomalyDetector, you cannot include the following parameters in the same operation:

• Dimensions

• MetricName

• Namespace

• Stat

• the SingleMetricAnomalyDetector parameters of PutAnomalyDetectorInput

Instead, specify the metric math anomaly detector attributes as part of the property MetricMathAnomalyDetector.

Returns:

• (Types::MetricMathAnomalyDetector)

# File 'lib/aws-sdk-cloudwatch/types.rb', line 4229

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

#metric_name ⇒ String

The name of the metric to create the anomaly detection model for.

Returns:

• (String)

# File 'lib/aws-sdk-cloudwatch/types.rb', line 4229

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

#namespace ⇒ String

The namespace of the metric to create the anomaly detection model for.

Returns:

• (String)

# File 'lib/aws-sdk-cloudwatch/types.rb', line 4229

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

#single_metric_anomaly_detector ⇒ Types::SingleMetricAnomalyDetector

A single metric anomaly detector to be created.

When using SingleMetricAnomalyDetector, you cannot include the following parameters in the same operation:

• Dimensions

• MetricName

• Namespace

• Stat

• the MetricMathAnomalyDetector parameters of PutAnomalyDetectorInput

Instead, specify the single metric anomaly detector attributes as part of the property SingleMetricAnomalyDetector.

Returns:

• (Types::SingleMetricAnomalyDetector)

# File 'lib/aws-sdk-cloudwatch/types.rb', line 4229

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

#stat ⇒ String

The statistic to use for the metric and the anomaly detection model.

Returns:

• (String)

# File 'lib/aws-sdk-cloudwatch/types.rb', line 4229

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