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.



10353
10354
10355
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10353

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:



10332
10333
10334
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10332

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:



10339
10340
10341
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10339

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:



10344
10345
10346
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10344

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:



10351
10352
10353
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10351

def snapshot_analysis
  @snapshot_analysis
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



10358
10359
10360
10361
10362
10363
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10358

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