Class: Aws::SageMaker::Types::Model

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

The properties of a model as returned by the [Search] API.

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

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#containersArray<Types::ContainerDefinition>

The containers in the inference pipeline.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

A timestamp that indicates when the model was created.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#deployment_recommendationTypes::DeploymentRecommendation

A set of recommended deployment configurations for the model.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#enable_network_isolationBoolean

Isolates the model container. No inbound or outbound network calls can be made to or from the model container.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#execution_role_arnString

The Amazon Resource Name (ARN) of the IAM role that you specified for the model.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#inference_execution_configTypes::InferenceExecutionConfig

Specifies details about how containers in a multi-container endpoint are run.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#model_arnString

The Amazon Resource Name (ARN) of the model.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#model_nameString

The name of the model.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#primary_containerTypes::ContainerDefinition

Describes the container, as part of model definition.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#tagsArray<Types::Tag>

A list of key-value pairs associated with the model. For more information, see [Tagging Amazon Web Services resources] in the *Amazon Web Services General Reference Guide*.

[1]: docs.aws.amazon.com/general/latest/gr/aws_tagging.html



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_configTypes::VpcConfig

Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to. You can control access to and from your resources by configuring a VPC. For more information, see [Give SageMaker Access to Resources in your Amazon VPC].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/infrastructure-give-access.html



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31958

class Model < Struct.new(
  :model_name,
  :primary_container,
  :containers,
  :inference_execution_config,
  :execution_role_arn,
  :vpc_config,
  :creation_time,
  :model_arn,
  :enable_network_isolation,
  :tags,
  :deployment_recommendation)
  SENSITIVE = []
  include Aws::Structure
end