Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreMonitoringConfig

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 how features in Featurestore are monitored.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1FeaturestoreMonitoringConfig

Returns a new instance of GoogleCloudAiplatformV1FeaturestoreMonitoringConfig.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9187

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

Instance Attribute Details

#categorical_threshold_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig

The config for Featurestore Monitoring threshold. Corresponds to the JSON property categoricalThresholdConfig

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9166

def categorical_threshold_config
  @categorical_threshold_config
end

#import_features_analysis ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis

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. Corresponds to the JSON property importFeaturesAnalysis

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9173

def import_features_analysis
  @import_features_analysis
end

#numerical_threshold_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig

The config for Featurestore Monitoring threshold. Corresponds to the JSON property numericalThresholdConfig

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9178

def numerical_threshold_config
  @numerical_threshold_config
end

#snapshot_analysis ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis

Configuration of the Featurestore's Snapshot Analysis Based Monitoring. This type of analysis generates statistics for each Feature based on a snapshot of the latest feature value of each entities every monitoring_interval. Corresponds to the JSON property snapshotAnalysis

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9185

def snapshot_analysis
  @snapshot_analysis
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 9192

def update!(**args)
  @categorical_threshold_config = args[:categorical_threshold_config] if args.key?(:categorical_threshold_config)
  @import_features_analysis = args[:import_features_analysis] if args.key?(:import_features_analysis)
  @numerical_threshold_config = args[:numerical_threshold_config] if args.key?(:numerical_threshold_config)
  @snapshot_analysis = args[:snapshot_analysis] if args.key?(:snapshot_analysis)
end