Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling

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

Online serving scaling configuration. If min_node_count and max_node_count are set to the same value, the cluster will be configured with the fixed number of node (no auto-scaling).

Instance Attribute Summary

• #cpu_utilization_target ⇒ Fixnum

  Optional.

• #max_node_count ⇒ Fixnum

  The maximum number of nodes to scale up to.

• #min_node_count ⇒ Fixnum

  Required.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling constructor

  A new instance of GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling

Returns a new instance of GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9317

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

Instance Attribute Details

#cpu_utilization_target ⇒ Fixnum

Optional. The cpu utilization that the Autoscaler should be trying to achieve. This number is on a scale from 0 (no utilization) to 100 (total utilization), and is limited between 10 and 80. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set or set to 0, default to 50. Corresponds to the JSON property cpuUtilizationTarget

Returns:

• (Fixnum)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9303

def cpu_utilization_target
  @cpu_utilization_target
end

#max_node_count ⇒ Fixnum

The maximum number of nodes to scale up to. Must be greater than min_node_count, and less than or equal to 10 times of 'min_node_count'. Corresponds to the JSON property maxNodeCount

Returns:

• (Fixnum)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9309

def max_node_count
  @max_node_count
end

#min_node_count ⇒ Fixnum

Required. The minimum number of nodes to scale down to. Must be greater than or equal to 1. Corresponds to the JSON property minNodeCount

Returns:

• (Fixnum)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9315

def min_node_count
  @min_node_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9322

def update!(**args)
  @cpu_utilization_target = args[:cpu_utilization_target] if args.key?(:cpu_utilization_target)
  @max_node_count = args[:max_node_count] if args.key?(:max_node_count)
  @min_node_count = args[:min_node_count] if args.key?(:min_node_count)
end