Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringAlert

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

Represents a single monitoring alert. This is currently used in the SearchModelMonitoringAlerts api, thus the alert wrapped in this message belongs to the resource asked in the request.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelMonitoringAlert

Returns a new instance of GoogleCloudAiplatformV1beta1ModelMonitoringAlert.



16378
16379
16380
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16378

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

Instance Attribute Details

#alert_time ⇒ String

Alert creation time. Corresponds to the JSON property alertTime

Returns:

  • (String) 


16360
16361
16362
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16360

def alert_time
  @alert_time
end

#anomaly ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringAnomaly

Represents a single model monitoring anomaly. Corresponds to the JSON property anomaly

Returns:



16365
16366
16367
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16365

def anomaly
  @anomaly
end

#objective_type ⇒ String

One of the supported monitoring objectives: raw-feature-drift prediction- output-drift feature-attribution Corresponds to the JSON property objectiveType

Returns:

  • (String) 


16371
16372
16373
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16371

def objective_type
  @objective_type
end

#stats_name ⇒ String

The stats name. Corresponds to the JSON property statsName

Returns:

  • (String) 


16376
16377
16378
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16376

def stats_name
  @stats_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



16383
16384
16385
16386
16387
16388
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16383

def update!(**args)
  @alert_time = args[:alert_time] if args.key?(:alert_time)
  @anomaly = args[:anomaly] if args.key?(:anomaly)
  @objective_type = args[:objective_type] if args.key?(:objective_type)
  @stats_name = args[:stats_name] if args.key?(:stats_name)
end