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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::Model

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

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #containers ⇒ Array<Types::ContainerDefinition>

  The containers in the inference pipeline.

• #creation_time ⇒ Time

  A timestamp that indicates when the model was created.

• #deployment_recommendation ⇒ Types::DeploymentRecommendation

  A set of recommended deployment configurations for the model.

• #enable_network_isolation ⇒ Boolean

  Isolates the model container.

• #execution_role_arn ⇒ String

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

• #inference_execution_config ⇒ Types::InferenceExecutionConfig

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

• #model_arn ⇒ String

  The Amazon Resource Name (ARN) of the model.

• #model_name ⇒ String

  The name of the model.

• #primary_container ⇒ Types::ContainerDefinition

  Describes the container, as part of model definition.

• #tags ⇒ Array<Types::Tag>

  A list of key-value pairs associated with the model.

• #vpc_config ⇒ Types::VpcConfig

  Specifies a VPC that your training jobs and hosted models have access to.

Instance Attribute Details

#containers ⇒ Array<Types::ContainerDefinition>

The containers in the inference pipeline.

Returns:

• (Array<Types::ContainerDefinition>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_time ⇒ Time

A timestamp that indicates when the model was created.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_recommendation ⇒ Types::DeploymentRecommendation

A set of recommended deployment configurations for the model.

Returns:

• (Types::DeploymentRecommendation)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_isolation ⇒ Boolean

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

Returns:

• (Boolean)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_config ⇒ Types::InferenceExecutionConfig

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

Returns:

• (Types::InferenceExecutionConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_arn ⇒ String

The Amazon Resource Name (ARN) of the model.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_name ⇒ String

The name of the model.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_container ⇒ Types::ContainerDefinition

Describes the container, as part of model definition.

Returns:

• (Types::ContainerDefinition)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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

#tags ⇒ Array<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

Returns:

• (Array<Types::Tag>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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_config ⇒ Types::VpcConfig

Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see

Protect Endpoints by Using an Amazon Virtual Private Cloud][1

and

[Protect Training Jobs by Using an Amazon Virtual Private Cloud].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html [2]: docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html

Returns:

• (Types::VpcConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 28302

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