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.



10732
10733
10734
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10732

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:



10711
10712
10713
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10711

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:



10718
10719
10720
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10718

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:



10723
10724
10725
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10723

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:



10730
10731
10732
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10730

def snapshot_analysis
  @snapshot_analysis
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



10737
10738
10739
10740
10741
10742
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10737

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