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

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

Overview

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#async_inference_configTypes::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



12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

A timestamp that shows when the endpoint configuration was created.

Returns:

  • (Time)


12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#data_capture_configTypes::DataCaptureConfig

Configuration to control how SageMaker captures inference data.



12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#enable_network_isolationBoolean

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)


12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_config_arnString

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

Returns:

  • (String)


12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_config_nameString

Name of the SageMaker endpoint configuration.

Returns:

  • (String)


12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#execution_role_arnString

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

Returns:

  • (String)


12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#explainer_configTypes::ExplainerConfig

The configuration parameters for an explainer.



12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#kms_key_idString

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)


12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#production_variantsArray<Types::ProductionVariant>

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

Returns:



12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end

#shadow_production_variantsArray<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:



12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  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

Returns:



12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
# File 'lib/aws-sdk-sagemaker/types.rb', line 12966

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)
  SENSITIVE = []
  include Aws::Structure
end