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.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18957

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

Instance Attribute Details

#alert_time ⇒ String

Alert creation time. Corresponds to the JSON property alertTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18939

def alert_time
  @alert_time
end

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

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

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18944

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18950

def objective_type
  @objective_type
end

#stats_name ⇒ String

The stats name. Corresponds to the JSON property statsName

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18955

def stats_name
  @stats_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18962

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