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.



9507
9508
9509
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9507

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:



9486
9487
9488
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9486

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:



9493
9494
9495
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9493

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:



9498
9499
9500
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9498

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:



9505
9506
9507
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9505

def snapshot_analysis
  @snapshot_analysis
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9512
9513
9514
9515
9516
9517
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9512

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