Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/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 collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis

Returns a new instance of GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9001

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 8993

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 8999

def state
  @state
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9006

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