Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringStatsAnomalies

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

Statistics and anomalies generated by Model Monitoring.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelMonitoringStatsAnomalies

Returns a new instance of GoogleCloudAiplatformV1beta1ModelMonitoringStatsAnomalies.



20355
20356
20357
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20355

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

Instance Attribute Details

#anomaly_count ⇒ Fixnum

Number of anomalies within all stats. Corresponds to the JSON property anomalyCount

Returns:

  • (Fixnum) 


20338
20339
20340
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20338

def anomaly_count
  @anomaly_count
end

#deployed_model_id ⇒ String

Deployed Model ID. Corresponds to the JSON property deployedModelId

Returns:

  • (String) 


20343
20344
20345
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20343

def deployed_model_id
  @deployed_model_id
end

#feature_stats ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies>

A list of historical Stats and Anomalies generated for all Features. Corresponds to the JSON property featureStats

Returns:



20348
20349
20350
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20348

def feature_stats
  @feature_stats
end

#objective ⇒ String

Model Monitoring Objective those stats and anomalies belonging to. Corresponds to the JSON property objective

Returns:

  • (String) 


20353
20354
20355
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20353

def objective
  @objective
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



20360
20361
20362
20363
20364
20365
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20360

def update!(**args)
  @anomaly_count = args[:anomaly_count] if args.key?(:anomaly_count)
  @deployed_model_id = args[:deployed_model_id] if args.key?(:deployed_model_id)
  @feature_stats = args[:feature_stats] if args.key?(:feature_stats)
  @objective = args[:objective] if args.key?(:objective)
end