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

Inherits:

Struct

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

show all

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

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#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 38254

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 38254

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 38254

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 38254

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 38254

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 38254

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 38254

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 38254

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 38254

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 38254

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 38254

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 38254

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 38254

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

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#accelerator_type ⇒ String

#current_instance_count ⇒ Integer

#current_serverless_config ⇒ Types::ProductionVariantServerlessConfig

#current_weight ⇒ Float

#deployed_images ⇒ Array<Types::DeployedImage>

#desired_instance_count ⇒ Integer

#desired_serverless_config ⇒ Types::ProductionVariantServerlessConfig

#desired_weight ⇒ Float

#instance_type ⇒ String

#managed_instance_scaling ⇒ Types::ProductionVariantManagedInstanceScaling

#routing_config ⇒ Types::ProductionVariantRoutingConfig

#variant_name ⇒ String

#variant_status ⇒ Array<Types::ProductionVariantStatus>

#accelerator_type ⇒ `String`

#current_instance_count ⇒ `Integer`

#current_serverless_config ⇒ `Types::ProductionVariantServerlessConfig`

#current_weight ⇒ `Float`

#deployed_images ⇒ `Array<Types::DeployedImage>`

#desired_instance_count ⇒ `Integer`

#desired_serverless_config ⇒ `Types::ProductionVariantServerlessConfig`

#desired_weight ⇒ `Float`

#instance_type ⇒ `String`

#managed_instance_scaling ⇒ `Types::ProductionVariantManagedInstanceScaling`

#routing_config ⇒ `Types::ProductionVariantRoutingConfig`

#variant_name ⇒ `String`

#variant_status ⇒ `Array<Types::ProductionVariantStatus>`