Class: Aws::SageMaker::Types::DescribeEndpointConfigOutput

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeEndpointConfigOutput

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #async_inference_config ⇒ Types::AsyncInferenceConfig

  Returns the description of an endpoint configuration created using the [ ‘CreateEndpointConfig` ][1] API.

• #creation_time ⇒ Time

  A timestamp that shows when the endpoint configuration was created.

• #data_capture_config ⇒ Types::DataCaptureConfig

  Configuration to control how SageMaker AI captures inference data.

• #enable_network_isolation ⇒ Boolean

  Indicates whether all model containers deployed to the endpoint are isolated.

• #endpoint_config_arn ⇒ String

  The Amazon Resource Name (ARN) of the endpoint configuration.

• #endpoint_config_name ⇒ String

  Name of the SageMaker endpoint configuration.

• #execution_role_arn ⇒ String

  The Amazon Resource Name (ARN) of the IAM role that you assigned to the endpoint configuration.

• #explainer_config ⇒ Types::ExplainerConfig

  The configuration parameters for an explainer.

• #kms_key_id ⇒ String

  Amazon Web Services KMS key ID Amazon SageMaker uses to encrypt data when storing it on the ML storage volume attached to the instance.

• #metrics_config ⇒ Types::MetricsConfig

  The configuration parameters for utilization metrics.

• #production_variants ⇒ Array<Types::ProductionVariant>

  An array of ‘ProductionVariant` objects, one for each model that you want to host at this endpoint.

• #shadow_production_variants ⇒ Array<Types::ProductionVariant>

  An array of ‘ProductionVariant` objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on `ProductionVariants`.

• #vpc_config ⇒ Types::VpcConfig

  Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.

Instance Attribute Details

#async_inference_config ⇒ Types::AsyncInferenceConfig

Returns the description of an endpoint configuration created using the [ ‘CreateEndpointConfig` ][1] API.

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

Returns:

• (Types::AsyncInferenceConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

A timestamp that shows when the endpoint configuration was created.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#data_capture_config ⇒ Types::DataCaptureConfig

Configuration to control how SageMaker AI captures inference data.

Returns:

• (Types::DataCaptureConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#enable_network_isolation ⇒ Boolean

Indicates whether all model containers deployed to the endpoint are isolated. If they are, no inbound or outbound network calls can be made to or from the model containers.

Returns:

• (Boolean)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_config_arn ⇒ String

The Amazon Resource Name (ARN) of the endpoint configuration.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_config_name ⇒ String

Name of the SageMaker endpoint configuration.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#execution_role_arn ⇒ String

The Amazon Resource Name (ARN) of the IAM role that you assigned to the endpoint configuration.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#explainer_config ⇒ Types::ExplainerConfig

The configuration parameters for an explainer.

Returns:

• (Types::ExplainerConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#kms_key_id ⇒ String

Amazon Web Services KMS key ID Amazon SageMaker uses to encrypt data when storing it on the ML storage volume attached to the instance.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#metrics_config ⇒ Types::MetricsConfig

The configuration parameters for utilization metrics.

Returns:

• (Types::MetricsConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#production_variants ⇒ Array<Types::ProductionVariant>

An array of ‘ProductionVariant` objects, one for each model that you want to host at this endpoint.

Returns:

• (Array<Types::ProductionVariant>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#shadow_production_variants ⇒ Array<Types::ProductionVariant>

An array of ‘ProductionVariant` objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on `ProductionVariants`.

Returns:

• (Array<Types::ProductionVariant>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_config ⇒ Types::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

Returns:

• (Types::VpcConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18824

class DescribeEndpointConfigOutput < Struct.new(
  :endpoint_config_name,
  :endpoint_config_arn,
  :production_variants,
  :data_capture_config,
  :kms_key_id,
  :creation_time,
  :async_inference_config,
  :explainer_config,
  :shadow_production_variants,
  :execution_role_arn,
  :vpc_config,
  :enable_network_isolation,
  :metrics_config)
  SENSITIVE = []
  include Aws::Structure
end