Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1AutoscalingMetricSpec

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

The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1AutoscalingMetricSpec

Returns a new instance of GoogleCloudAiplatformV1AutoscalingMetricSpec.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 1944

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

Instance Attribute Details

#metric_name ⇒ String

Required. The resource metric name. Supported metrics: * For Online Prediction:

  • aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle * aiplatform.googleapis.com/prediction/online/cpu/utilization Corresponds to the JSON property metricName

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 1934

def metric_name
  @metric_name
end

#target ⇒ Fixnum

The target resource utilization in percentage (1% - 100%) for the given metric; once the real usage deviates from the target by a certain percentage, the machine replicas change. The default value is 60 (representing 60%) if not provided. Corresponds to the JSON property target

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 1942

def target
  @target
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 1949

def update!(**args)
  @metric_name = args[:metric_name] if args.key?(:metric_name)
  @target = args[:target] if args.key?(:target)
end