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

Inherits:

Struct

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

Includes:

Aws::Structure

Defined in:

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][2

operations. Describes the ‘VariantStatus `, weight

and capacity for a production variant associated with an endpoint.

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpoint.html [2]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_UpdateEndpoint.html

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.

• #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].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/ei.html

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  SENSITIVE = []
  include Aws::Structure
end

#current_instance_count ⇒ Integer

The number of instances associated with the variant.

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  SENSITIVE = []
  include Aws::Structure
end

#current_serverless_config ⇒ Types::ProductionVariantServerlessConfig

The serverless configuration for the endpoint.

Returns:

• (Types::ProductionVariantServerlessConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  SENSITIVE = []
  include Aws::Structure
end

#current_weight ⇒ Float

The weight associated with the variant.

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  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 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  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.

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpointConfig.html

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  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 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  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.

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpointConfig.html

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  SENSITIVE = []
  include Aws::Structure
end

#instance_type ⇒ String

The type of instances associated with the variant.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  SENSITIVE = []
  include Aws::Structure
end

#variant_name ⇒ String

The name of the variant.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  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 'lib/aws-sdk-sagemaker/types.rb', line 31995

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)
  SENSITIVE = []
  include Aws::Structure
end