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

Inherits:
Struct
  • Object
show all
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.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#accelerator_typeString

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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_countInteger

The number of instances associated with the variant.

Returns:

  • (Integer)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_configTypes::ProductionVariantServerlessConfig

The serverless configuration for the endpoint.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_weightFloat

The weight associated with the variant.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_imagesArray<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:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_countInteger

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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_configTypes::ProductionVariantServerlessConfig

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_weightFloat

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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_typeString

The type of instances associated with the variant.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_nameString

The name of the variant.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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_statusArray<Types::ProductionVariantStatus>

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

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32666

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