Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig

Inherits:
Object
  • Object
show all
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 how features in Featurestore are monitored.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig

Returns a new instance of GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig.



17145
17146
17147
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17145

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

Instance Attribute Details

#categorical_threshold_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig

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

Returns:



17124
17125
17126
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17124

def categorical_threshold_config
  @categorical_threshold_config
end

#import_features_analysis ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis

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:



17131
17132
17133
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17131

def import_features_analysis
  @import_features_analysis
end

#numerical_threshold_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig

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

Returns:



17136
17137
17138
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17136

def numerical_threshold_config
  @numerical_threshold_config
end

#snapshot_analysis ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigSnapshotAnalysis

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:



17143
17144
17145
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17143

def snapshot_analysis
  @snapshot_analysis
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



17150
17151
17152
17153
17154
17155
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17150

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