Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1AutomaticResources

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1AutomaticResources

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

A description of resources that to large degree are decided by Vertex AI, and require only a modest additional configuration. Each Model supporting these resources documents its specific guidelines.

Instance Attribute Summary

• #max_replica_count ⇒ Fixnum

  Immutable.

• #min_replica_count ⇒ Fixnum

  Immutable.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1AutomaticResources constructor

  A new instance of GoogleCloudAiplatformV1beta1AutomaticResources.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1AutomaticResources

Returns a new instance of GoogleCloudAiplatformV1beta1AutomaticResources.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 1277

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

Instance Attribute Details

#max_replica_count ⇒ Fixnum

Immutable. The maximum number of replicas this DeployedModel may be deployed on when the traffic against it increases. If the requested value is too large, the deployment will error, but if deployment succeeds then the ability to scale the model to that many replicas is guaranteed (barring service outages). If traffic against the DeployedModel increases beyond what its replicas at maximum may handle, a portion of the traffic will be dropped. If this value is not provided, a no upper bound for scaling under heavy traffic will be assume, though Vertex AI may be unable to scale beyond certain replica number. Corresponds to the JSON property maxReplicaCount

Returns:

• (Fixnum)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 1266

def max_replica_count
  @max_replica_count
end

#min_replica_count ⇒ Fixnum

Immutable. The minimum number of replicas this DeployedModel will be always deployed on. If traffic against it increases, it may dynamically be deployed onto more replicas up to max_replica_count, and as traffic decreases, some of these extra replicas may be freed. If the requested value is too large, the deployment will error. Corresponds to the JSON property minReplicaCount

Returns:

• (Fixnum)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 1275

def min_replica_count
  @min_replica_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 1282

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