Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringSpec

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

Monitoring monitoring job spec. It outlines the specifications for monitoring objectives, notifications, and result exports.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelMonitoringSpec

Returns a new instance of GoogleCloudAiplatformV1beta1ModelMonitoringSpec.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17801

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

Instance Attribute Details

#notification_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringNotificationSpec

Notification spec(email, notification channel) for model monitoring statistics/ alerts. Corresponds to the JSON property notificationSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17788

def notification_spec
  @notification_spec
end

#objective_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpec

Monitoring objectives spec. Corresponds to the JSON property objectiveSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17793

def objective_spec
  @objective_spec
end

#output_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringOutputSpec

Specification for the export destination of monitoring results, including metrics, logs, etc. Corresponds to the JSON property outputSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17799

def output_spec
  @output_spec
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 17806

def update!(**args)
  @notification_spec = args[:notification_spec] if args.key?(:notification_spec)
  @objective_spec = args[:objective_spec] if args.key?(:objective_spec)
  @output_spec = args[:output_spec] if args.key?(:output_spec)
end