software.amazon.awssdk.services.sagemaker.model

Class CreateEndpointConfigRequest

java.lang.Object

software.amazon.awssdk.core.SdkRequest

software.amazon.awssdk.awscore.AwsRequest

software.amazon.awssdk.services.sagemaker.model.SageMakerRequest

software.amazon.awssdk.services.sagemaker.model.CreateEndpointConfigRequest

All Implemented Interfaces:

SdkPojo, ToCopyableBuilder<CreateEndpointConfigRequest.Builder,CreateEndpointConfigRequest>

@Generated(value="software.amazon.awssdk:codegen")
public final class CreateEndpointConfigRequest
extends SageMakerRequest
implements ToCopyableBuilder<CreateEndpointConfigRequest.Builder,CreateEndpointConfigRequest>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CreateEndpointConfigRequest.Builder

Method Summary

Modifier and Type	Method and Description
static CreateEndpointConfigRequest.Builder	builder()
DataCaptureConfig	dataCaptureConfig() Returns the value of the DataCaptureConfig property for this object.
String	endpointConfigName() The name of the endpoint configuration.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
boolean	hasProductionVariants() Returns true if the ProductionVariants property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
boolean	hasTags() Returns true if the Tags property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
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.
List<ProductionVariant>	productionVariants() An list of ProductionVariant objects, one for each model that you want to host at this endpoint.
List<SdkField<?>>	sdkFields()
static Class<? extends CreateEndpointConfigRequest.Builder>	serializableBuilderClass()
List<Tag>	tags() An array of key-value pairs.
CreateEndpointConfigRequest.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class software.amazon.awssdk.awscore.AwsRequest

overrideConfiguration

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

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

copy

Method Detail

endpointConfigName

public String endpointConfigName()

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

Returns:

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

hasProductionVariants

public boolean hasProductionVariants()

Returns true if the ProductionVariants property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty). For responses returned by the SDK, the sender is the AWS service.

productionVariants

public List<ProductionVariant> productionVariants()

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

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

You can use hasProductionVariants() to see if a value was sent in this field.

Returns:

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

dataCaptureConfig

public DataCaptureConfig dataCaptureConfig()

Returns the value of the DataCaptureConfig property for this object.

Returns:

The value of the DataCaptureConfig property for this object.

hasTags

public boolean hasTags()

Returns true if the Tags property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty). For responses returned by the SDK, the sender is the AWS service.

tags

public List<Tag> tags()

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

You can use hasTags() to see if a value was sent in this field.

Returns:

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

kmsKeyId

public 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.

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 AWS Key Management Service section Using Key Policies in AWS 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:

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.

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 AWS Key Management Service section Using Key Policies in AWS 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.

toBuilder

public CreateEndpointConfigRequest.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<CreateEndpointConfigRequest.Builder,CreateEndpointConfigRequest>

Specified by:

toBuilder in class SageMakerRequest

builder

public static CreateEndpointConfigRequest.Builder builder()

serializableBuilderClass

public static Class<? extends CreateEndpointConfigRequest.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class AwsRequest

equals

public boolean equals(Object obj)

Overrides:

equals in class AwsRequest

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

Overrides:

getValueForField in class SdkRequest

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo