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

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1AutoscalingMetricSpec

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

• #metric_name ⇒ String

  Required.

• #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.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1AutoscalingMetricSpec constructor

  A new instance of GoogleCloudAiplatformV1AutoscalingMetricSpec.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1AutoscalingMetricSpec

Returns a new instance of GoogleCloudAiplatformV1AutoscalingMetricSpec.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 2014

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 * aiplatform. googleapis.com/prediction/online/request_count * pubsub.googleapis.com/ subscription/num_undelivered_messages * prometheus.googleapis.com/ vertex_dcgm_fi_dev_gpu_util * prometheus.googleapis.com/ vertex_vllm_gpu_cache_usage_perc * prometheus.googleapis.com/ vertex_vllm_num_requests_waiting Corresponds to the JSON property metricName

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 2004

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)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 2012

def target
  @target
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 2019

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