Class: Aws::SageMaker::Types::PendingProductionVariantSummary

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::PendingProductionVariantSummary

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

The production variant summary for a deployment when an endpoint is creating or updating with the CreateEndpoint or UpdateEndpoint operations. Describes the VariantStatus, weight and capacity for a production variant associated with an endpoint.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #accelerator_type ⇒ String

  The size of the Elastic Inference (EI) instance to use for the production variant.

• #current_instance_count ⇒ Integer

  The number of instances associated with the variant.

• #current_serverless_config ⇒ Types::ProductionVariantServerlessConfig

  The serverless configuration for the endpoint.

• #current_weight ⇒ Float

  The weight associated with the variant.

• #deployed_images ⇒ Array<Types::DeployedImage>

  An array of DeployedImage objects that specify the Amazon EC2 Container Registry paths of the inference images deployed on instances of this ProductionVariant.

• #desired_instance_count ⇒ Integer

  The number of instances requested in this deployment, as specified in the endpoint configuration for the endpoint.

• #desired_serverless_config ⇒ Types::ProductionVariantServerlessConfig

  The serverless configuration requested for this deployment, as specified in the endpoint configuration for the endpoint.

• #desired_weight ⇒ Float

  The requested weight for the variant in this deployment, as specified in the endpoint configuration for the endpoint.

• #instance_type ⇒ String

  The type of instances associated with the variant.

• #managed_instance_scaling ⇒ Types::ProductionVariantManagedInstanceScaling

  Settings that control the range in the number of instances that the endpoint provisions as it scales up or down to accommodate traffic.

• #routing_config ⇒ Types::ProductionVariantRoutingConfig

  Settings that control how the endpoint routes incoming traffic to the instances that the endpoint hosts.

• #variant_name ⇒ String

  The name of the variant.

• #variant_status ⇒ Array<Types::ProductionVariantStatus>

  The endpoint variant status which describes the current deployment stage status or operational status.

Instance Attribute Details

#accelerator_type ⇒ String

The size of the Elastic Inference (EI) instance to use for the production variant. EI instances provide on-demand GPU computing for inference. For more information, see Using Elastic Inference in Amazon SageMaker.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#current_instance_count ⇒ Integer

The number of instances associated with the variant.

Returns:

• (Integer)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#current_serverless_config ⇒ Types::ProductionVariantServerlessConfig

The serverless configuration for the endpoint.

Returns:

• (Types::ProductionVariantServerlessConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#current_weight ⇒ Float

The weight associated with the variant.

Returns:

• (Float)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#deployed_images ⇒ Array<Types::DeployedImage>

An array of DeployedImage objects that specify the Amazon EC2 Container Registry paths of the inference images deployed on instances of this ProductionVariant.

Returns:

• (Array<Types::DeployedImage>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#desired_instance_count ⇒ Integer

The number of instances requested in this deployment, as specified in the endpoint configuration for the endpoint. The value is taken from the request to the CreateEndpointConfig operation.

Returns:

• (Integer)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#desired_serverless_config ⇒ Types::ProductionVariantServerlessConfig

The serverless configuration requested for this deployment, as specified in the endpoint configuration for the endpoint.

Returns:

• (Types::ProductionVariantServerlessConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#desired_weight ⇒ Float

The requested weight for the variant in this deployment, as specified in the endpoint configuration for the endpoint. The value is taken from the request to the CreateEndpointConfig operation.

Returns:

• (Float)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_type ⇒ String

The type of instances associated with the variant.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#managed_instance_scaling ⇒ Types::ProductionVariantManagedInstanceScaling

Settings that control the range in the number of instances that the endpoint provisions as it scales up or down to accommodate traffic.

Returns:

• (Types::ProductionVariantManagedInstanceScaling)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#routing_config ⇒ Types::ProductionVariantRoutingConfig

Settings that control how the endpoint routes incoming traffic to the instances that the endpoint hosts.

Returns:

• (Types::ProductionVariantRoutingConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#variant_name ⇒ String

The name of the variant.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end

#variant_status ⇒ Array<Types::ProductionVariantStatus>

The endpoint variant status which describes the current deployment stage status or operational status.

Returns:

• (Array<Types::ProductionVariantStatus>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34224

class PendingProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_type,
  :accelerator_type,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config)
  SENSITIVE = []
  include Aws::Structure
end