Class: Aws::SageMaker::Types::ProductionVariantSummary

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::ProductionVariantSummary

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

Describes weight and capacities for a production variant associated with an endpoint. If you sent a request to the UpdateEndpointWeightsAndCapacities API and the endpoint status is Updating, you get different desired and current values.

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#capacity_reservation_config ⇒ Types::ProductionVariantCapacityReservationSummary
Settings for the capacity reservation for the compute instances that SageMaker AI reserves for an endpoint.
#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 the UpdateEndpointWeightsAndCapacities request.
#desired_serverless_config ⇒ Types::ProductionVariantServerlessConfig
The serverless configuration requested for the endpoint update.
#desired_weight ⇒ Float
The requested weight, as specified in the UpdateEndpointWeightsAndCapacities request.
#instance_pools ⇒ Array<Types::InstancePoolSummary>
A list of instance pools for the production 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

#capacity_reservation_config ⇒ `Types::ProductionVariantCapacityReservationSummary`

Settings for the capacity reservation for the compute instances that SageMaker AI reserves for an endpoint.

Returns:

(Types::ProductionVariantCapacityReservationSummary)

# File 'lib/aws-sdk-sagemaker/types.rb', line 47819

class ProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_pools,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config,
  :capacity_reservation_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 47819

class ProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_pools,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config,
  :capacity_reservation_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 47819

class ProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_pools,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config,
  :capacity_reservation_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 47819

class ProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_pools,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config,
  :capacity_reservation_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 47819

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

#desired_instance_count ⇒ `Integer`

The number of instances requested in the UpdateEndpointWeightsAndCapacities request.

Returns:

(Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 47819

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

#desired_serverless_config ⇒ `Types::ProductionVariantServerlessConfig`

The serverless configuration requested for the endpoint update.

Returns:

(Types::ProductionVariantServerlessConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 47819

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

#desired_weight ⇒ `Float`

The requested weight, as specified in the UpdateEndpointWeightsAndCapacities request.

Returns:

(Float)

# File 'lib/aws-sdk-sagemaker/types.rb', line 47819

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

#instance_pools ⇒ `Array<Types::InstancePoolSummary>`

A list of instance pools for the production variant. Each pool indicates the instance type and the current number of instances of that type.

Returns:

(Array<Types::InstancePoolSummary>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 47819

class ProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_pools,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config,
  :capacity_reservation_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 47819

class ProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_pools,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config,
  :capacity_reservation_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 47819

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

#variant_name ⇒ `String`

The name of the variant.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 47819

class ProductionVariantSummary < Struct.new(
  :variant_name,
  :deployed_images,
  :current_weight,
  :desired_weight,
  :current_instance_count,
  :desired_instance_count,
  :instance_pools,
  :variant_status,
  :current_serverless_config,
  :desired_serverless_config,
  :managed_instance_scaling,
  :routing_config,
  :capacity_reservation_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 47819

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

Class: Aws::SageMaker::Types::ProductionVariantSummary

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#capacity_reservation_config ⇒ Types::ProductionVariantCapacityReservationSummary

#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_pools ⇒ Array<Types::InstancePoolSummary>

#managed_instance_scaling ⇒ Types::ProductionVariantManagedInstanceScaling

#routing_config ⇒ Types::ProductionVariantRoutingConfig

#variant_name ⇒ String

#variant_status ⇒ Array<Types::ProductionVariantStatus>

#capacity_reservation_config ⇒ `Types::ProductionVariantCapacityReservationSummary`

#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_pools ⇒ `Array<Types::InstancePoolSummary>`

#managed_instance_scaling ⇒ `Types::ProductionVariantManagedInstanceScaling`

#routing_config ⇒ `Types::ProductionVariantRoutingConfig`

#variant_name ⇒ `String`

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