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

Inherits:

Struct

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

show all

Includes:: Aws::Structure

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

Overview

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#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 19117

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 19117

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 19117

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 19117

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 19117

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 19117

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 19117

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 19117

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 19117

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 19117

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 19117

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 19117

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 19117

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

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#async_inference_config ⇒ Types::AsyncInferenceConfig

#creation_time ⇒ Time

#data_capture_config ⇒ Types::DataCaptureConfig

#enable_network_isolation ⇒ Boolean

#endpoint_config_arn ⇒ String

#endpoint_config_name ⇒ String

#execution_role_arn ⇒ String

#explainer_config ⇒ Types::ExplainerConfig

#kms_key_id ⇒ String

#metrics_config ⇒ Types::MetricsConfig

#production_variants ⇒ Array<Types::ProductionVariant>

#shadow_production_variants ⇒ Array<Types::ProductionVariant>

#vpc_config ⇒ Types::VpcConfig

#async_inference_config ⇒ `Types::AsyncInferenceConfig`

#creation_time ⇒ `Time`

#data_capture_config ⇒ `Types::DataCaptureConfig`

#enable_network_isolation ⇒ `Boolean`

#endpoint_config_arn ⇒ `String`

#endpoint_config_name ⇒ `String`

#execution_role_arn ⇒ `String`

#explainer_config ⇒ `Types::ExplainerConfig`

#kms_key_id ⇒ `String`

#metrics_config ⇒ `Types::MetricsConfig`

#production_variants ⇒ `Array<Types::ProductionVariant>`

#shadow_production_variants ⇒ `Array<Types::ProductionVariant>`

#vpc_config ⇒ `Types::VpcConfig`