Class: Aws::SageMaker::Types::CreateEndpointConfigInput
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::CreateEndpointConfigInput
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#async_inference_config ⇒ Types::AsyncInferenceConfig
Specifies configuration for how an endpoint performs asynchronous inference.
-
#data_capture_config ⇒ Types::DataCaptureConfig
Configuration to control how SageMaker captures inference data.
-
#endpoint_config_name ⇒ String
The name of the endpoint configuration.
-
#explainer_config ⇒ Types::ExplainerConfig
A member of
CreateEndpointConfig
that enables explainers. -
#kms_key_id ⇒ String
The Amazon Resource Name (ARN) of a Amazon Web Services Key Management Service key that SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
-
#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 onProductionVariants
. -
#tags ⇒ Array<Types::Tag>
An array of key-value pairs.
Instance Attribute Details
#async_inference_config ⇒ Types::AsyncInferenceConfig
Specifies configuration for how an endpoint performs asynchronous inference. This is a required field in order for your Endpoint to be invoked using InvokeEndpointAsync.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5008 class CreateEndpointConfigInput < Struct.new( :endpoint_config_name, :production_variants, :data_capture_config, :tags, :kms_key_id, :async_inference_config, :explainer_config, :shadow_production_variants) SENSITIVE = [] include Aws::Structure end |
#data_capture_config ⇒ Types::DataCaptureConfig
Configuration to control how SageMaker captures inference data.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5008 class CreateEndpointConfigInput < Struct.new( :endpoint_config_name, :production_variants, :data_capture_config, :tags, :kms_key_id, :async_inference_config, :explainer_config, :shadow_production_variants) SENSITIVE = [] include Aws::Structure end |
#endpoint_config_name ⇒ String
The name of the endpoint configuration. You specify this name in a CreateEndpoint request.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5008 class CreateEndpointConfigInput < Struct.new( :endpoint_config_name, :production_variants, :data_capture_config, :tags, :kms_key_id, :async_inference_config, :explainer_config, :shadow_production_variants) SENSITIVE = [] include Aws::Structure end |
#explainer_config ⇒ Types::ExplainerConfig
A member of CreateEndpointConfig
that enables explainers.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5008 class CreateEndpointConfigInput < Struct.new( :endpoint_config_name, :production_variants, :data_capture_config, :tags, :kms_key_id, :async_inference_config, :explainer_config, :shadow_production_variants) SENSITIVE = [] include Aws::Structure end |
#kms_key_id ⇒ String
The Amazon Resource Name (ARN) of a Amazon Web Services Key Management Service key that SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
The KmsKeyId can be any of the following formats:
Key ID:
1234abcd-12ab-34cd-56ef-1234567890ab
Key ARN:
arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
Alias name:
alias/ExampleAlias
Alias name ARN:
arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
The KMS key policy must grant permission to the IAM role that you
specify in your CreateEndpoint
, UpdateEndpoint
requests. For
more information, refer to the Amazon Web Services Key Management
Service section Using Key Policies in Amazon Web Services KMS
KmsKeyId
when using an instance type with local storage. If any of the models
that you specify in the ProductionVariants
parameter use
nitro-based instances with local storage, do not specify a value for
the KmsKeyId
parameter. If you specify a value for KmsKeyId
when
using any nitro-based instances with local storage, the call to
CreateEndpointConfig
fails.
For a list of instance types that support local instance storage, see Instance Store Volumes.
For more information about local instance storage encryption, see SSD Instance Store Volumes.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5008 class CreateEndpointConfigInput < Struct.new( :endpoint_config_name, :production_variants, :data_capture_config, :tags, :kms_key_id, :async_inference_config, :explainer_config, :shadow_production_variants) 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5008 class CreateEndpointConfigInput < Struct.new( :endpoint_config_name, :production_variants, :data_capture_config, :tags, :kms_key_id, :async_inference_config, :explainer_config, :shadow_production_variants) 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
. If you
use this field, you can only specify one variant for
ProductionVariants
and one variant for ShadowProductionVariants
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5008 class CreateEndpointConfigInput < Struct.new( :endpoint_config_name, :production_variants, :data_capture_config, :tags, :kms_key_id, :async_inference_config, :explainer_config, :shadow_production_variants) SENSITIVE = [] include Aws::Structure end |
#tags ⇒ Array<Types::Tag>
An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging Amazon Web Services Resources.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5008 class CreateEndpointConfigInput < Struct.new( :endpoint_config_name, :production_variants, :data_capture_config, :tags, :kms_key_id, :async_inference_config, :explainer_config, :shadow_production_variants) SENSITIVE = [] include Aws::Structure end |