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

  This parameter is no longer supported.

• #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

This parameter is no longer supported. Elastic Inference (EI) is no longer available.

This parameter was used to specify the size of the EI instance to use for the production variant.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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.

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

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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.

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

Returns:

• (Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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 'lib/aws-sdk-sagemaker/types.rb', line 37745

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