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	asyncInferenceConfig(AsyncInferenceConfig asyncInferenceConfig) Specifies configuration for how an endpoint performs asynchronous inference.
default CreateEndpointConfigRequest.Builder	asyncInferenceConfig(Consumer<AsyncInferenceConfig.Builder> asyncInferenceConfig) Specifies configuration for how an endpoint performs asynchronous inference.
default CreateEndpointConfigRequest.Builder	dataCaptureConfig(Consumer<DataCaptureConfig.Builder> dataCaptureConfig) Sets the value of the DataCaptureConfig property for this object.
CreateEndpointConfigRequest.Builder	dataCaptureConfig(DataCaptureConfig dataCaptureConfig) Sets the value of the DataCaptureConfig property for this object.
CreateEndpointConfigRequest.Builder	endpointConfigName(String endpointConfigName) The name of the endpoint configuration.
CreateEndpointConfigRequest.Builder	kmsKeyId(String kmsKeyId) The Amazon Resource Name (ARN) of a Amazon Web Services 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) An array of key-value pairs.
CreateEndpointConfigRequest.Builder	tags(Consumer<Tag.Builder>... tags) An array of key-value pairs.
CreateEndpointConfigRequest.Builder	tags(Tag... tags) An array 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)

dataCaptureConfig

CreateEndpointConfigRequest.Builder dataCaptureConfig(DataCaptureConfig dataCaptureConfig)

Sets the value of the DataCaptureConfig property for this object.

Parameters:

dataCaptureConfig - The new value for the DataCaptureConfig property for this object.

Returns:

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

dataCaptureConfig

default CreateEndpointConfigRequest.Builder dataCaptureConfig(Consumer<DataCaptureConfig.Builder> dataCaptureConfig)

Sets the value of the DataCaptureConfig property for this object. This is a convenience that creates an instance of the DataCaptureConfig.Builder avoiding the need to create one manually via DataCaptureConfig.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to dataCaptureConfig(DataCaptureConfig).

Parameters:

dataCaptureConfig - a consumer that will call methods on DataCaptureConfig.Builder

Returns:

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

See Also:

dataCaptureConfig(DataCaptureConfig)

tags

CreateEndpointConfigRequest.Builder tags(Collection<Tag> tags)

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.

Parameters:

tags - 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.

Returns:

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

tags

CreateEndpointConfigRequest.Builder tags(Tag... tags)

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.

Parameters:

tags - 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.

Returns:

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

tags

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

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.

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 Amazon Web Services 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.

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

Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a 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.

Parameters:

kmsKeyId - The Amazon Resource Name (ARN) of a Amazon Web Services 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.

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

Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a 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.

Returns:

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

asyncInferenceConfig

CreateEndpointConfigRequest.Builder asyncInferenceConfig(AsyncInferenceConfig 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.

Parameters:

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.

Returns:

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

asyncInferenceConfig

default CreateEndpointConfigRequest.Builder asyncInferenceConfig(Consumer<AsyncInferenceConfig.Builder> 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.

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

Parameters:

asyncInferenceConfig - a consumer that will call methods on AsyncInferenceConfig.Builder

Returns:

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

See Also:

asyncInferenceConfig(AsyncInferenceConfig)

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