Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Configuration of the Featurestore's ImportFeature Analysis Based Monitoring. This type of analysis generates statistics for values of each Feature imported by every ImportFeatureValues operation.

Instance Attribute Summary

• #anomaly_detection_baseline ⇒ String

  The baseline used to do anomaly detection for the statistics generated by import features analysis.

• #state ⇒ String

  Whether to enable / disable / inherite default hebavior for import features analysis.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis constructor

  A new instance of GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis

Returns a new instance of GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6695

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#anomaly_detection_baseline ⇒ String

The baseline used to do anomaly detection for the statistics generated by import features analysis. Corresponds to the JSON property anomalyDetectionBaseline

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6687

def anomaly_detection_baseline
  @anomaly_detection_baseline
end

#state ⇒ String

Whether to enable / disable / inherite default hebavior for import features analysis. Corresponds to the JSON property state

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6693

def state
  @state
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6700

def update!(**args)
  @anomaly_detection_baseline = args[:anomaly_detection_baseline] if args.key?(:anomaly_detection_baseline)
  @state = args[:state] if args.key?(:state)
end