Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies

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

Statistics and anomalies generated by Model Monitoring.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies

Returns a new instance of GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies.



15793
15794
15795
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15793

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) 


15776
15777
15778
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15776

def anomaly_count
  @anomaly_count
end

#deployed_model_id ⇒ String

Deployed Model ID. Corresponds to the JSON property deployedModelId

Returns:

  • (String) 


15781
15782
15783
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15781

def deployed_model_id
  @deployed_model_id
end

#feature_stats ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies>

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

Returns:



15786
15787
15788
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15786

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) 


15791
15792
15793
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15791

def objective
  @objective
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



15798
15799
15800
15801
15802
15803
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15798

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