software.amazon.awssdk.services.sagemaker.model

Interface CreateEndpointConfigRequest.Builder

All Superinterfaces:

AwsRequest.Builder, Buildable, CopyableBuilder<CreateEndpointConfigRequest.Builder,CreateEndpointConfigRequest>, SageMakerRequest.Builder, SdkBuilder<CreateEndpointConfigRequest.Builder,CreateEndpointConfigRequest>, SdkPojo, SdkRequest.Builder

Enclosing class:

CreateEndpointConfigRequest

public static interface CreateEndpointConfigRequest.Builder
extends SageMakerRequest.Builder, SdkPojo, CopyableBuilder<CreateEndpointConfigRequest.Builder,CreateEndpointConfigRequest>

Method Summary

Modifier and Type	Method and Description
CreateEndpointConfigRequest.Builder	endpointConfigName(String endpointConfigName) The name of the endpoint configuration.
CreateEndpointConfigRequest.Builder	kmsKeyId(String kmsKeyId) The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
CreateEndpointConfigRequest.Builder	overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)
CreateEndpointConfigRequest.Builder	overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)
CreateEndpointConfigRequest.Builder	productionVariants(Collection<ProductionVariant> productionVariants) An list of ProductionVariant objects, one for each model that you want to host at this endpoint.
CreateEndpointConfigRequest.Builder	productionVariants(Consumer<ProductionVariant.Builder>... productionVariants) An list of ProductionVariant objects, one for each model that you want to host at this endpoint.
CreateEndpointConfigRequest.Builder	productionVariants(ProductionVariant... productionVariants) An list of ProductionVariant objects, one for each model that you want to host at this endpoint.
CreateEndpointConfigRequest.Builder	tags(Collection<Tag> tags) A list of key-value pairs.
CreateEndpointConfigRequest.Builder	tags(Consumer<Tag.Builder>... tags) A list of key-value pairs.
CreateEndpointConfigRequest.Builder	tags(Tag... tags) A list of key-value pairs.

Methods inherited from interface software.amazon.awssdk.services.sagemaker.model.SageMakerRequest.Builder

build

Methods inherited from interface software.amazon.awssdk.awscore.AwsRequest.Builder

overrideConfiguration

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

endpointConfigName

CreateEndpointConfigRequest.Builder endpointConfigName(String endpointConfigName)

The name of the endpoint configuration. You specify this name in a CreateEndpoint request.

Parameters:

endpointConfigName - The name of the endpoint configuration. You specify this name in a CreateEndpoint request.

Returns:

Returns a reference to this object so that method calls can be chained together.

productionVariants

CreateEndpointConfigRequest.Builder productionVariants(Collection<ProductionVariant> productionVariants)

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

Parameters:

productionVariants - An list of ProductionVariant objects, one for each model that you want to host at this endpoint.

Returns:

Returns a reference to this object so that method calls can be chained together.

productionVariants

CreateEndpointConfigRequest.Builder productionVariants(ProductionVariant... productionVariants)

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

Parameters:

productionVariants - An list of ProductionVariant objects, one for each model that you want to host at this endpoint.

Returns:

Returns a reference to this object so that method calls can be chained together.

productionVariants

CreateEndpointConfigRequest.Builder productionVariants(Consumer<ProductionVariant.Builder>... productionVariants)

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

This is a convenience that creates an instance of the List.Builder avoiding the need to create one manually via List#builder(). When the Consumer completes, List.Builder#build() is called immediately and its result is passed to #productionVariants(List).

Parameters:

productionVariants - a consumer that will call methods on List.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#productionVariants(List)

tags

CreateEndpointConfigRequest.Builder tags(Collection<Tag> tags)

A list of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Parameters:

tags - A list of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Returns:

Returns a reference to this object so that method calls can be chained together.

tags

CreateEndpointConfigRequest.Builder tags(Tag... tags)

A list of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Parameters:

tags - A list of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Returns:

Returns a reference to this object so that method calls can be chained together.

tags

CreateEndpointConfigRequest.Builder tags(Consumer<Tag.Builder>... tags)

A list of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

This is a convenience that creates an instance of the List.Builder avoiding the need to create one manually via List#builder(). When the Consumer completes, List.Builder#build() is called immediately and its result is passed to #tags(List).

Parameters:

tags - a consumer that will call methods on List.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#tags(List)

kmsKeyId

CreateEndpointConfigRequest.Builder kmsKeyId(String kmsKeyId)

The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

Nitro-based instances do not support encryption with AWS KMS. If any of the models that you specify in the ProductionVariants parameter use nitro-based instances, do not specify a value for the KmsKeyId parameter. If you specify a value for KmsKeyId when using any nitro-based instances, the call to CreateEndpointConfig fails.

For a list of nitro-based instances, see Nitro-based Instances in the Amazon Elastic Compute Cloud User Guide for Linux Instances.

For more information about storage volumes on nitro-based instances, see Amazon EBS and NVMe on Linux Instances.

Parameters:

kmsKeyId - The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

Nitro-based instances do not support encryption with AWS KMS. If any of the models that you specify in the ProductionVariants parameter use nitro-based instances, do not specify a value for the KmsKeyId parameter. If you specify a value for KmsKeyId when using any nitro-based instances, the call to CreateEndpointConfig fails.

For a list of nitro-based instances, see Nitro-based Instances in the Amazon Elastic Compute Cloud User Guide for Linux Instances.

For more information about storage volumes on nitro-based instances, see Amazon EBS and NVMe on Linux Instances.

Returns:

Returns a reference to this object so that method calls can be chained together.

overrideConfiguration

CreateEndpointConfigRequest.Builder overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)

Specified by:

overrideConfiguration in interface AwsRequest.Builder

overrideConfiguration

CreateEndpointConfigRequest.Builder overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)

Specified by:

overrideConfiguration in interface AwsRequest.Builder