Struct aws_sdk_sagemaker::input::create_endpoint_config_input::Builder

pub struct Builder { /* private fields */ }

A builder for CreateEndpointConfigInput.

Implementations

impl Builder

pub fn endpoint_config_name(self, input: impl Into<String>) -> Self

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

pub fn set_endpoint_config_name(self, input: Option<String>) -> Self

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

pub fn production_variants(self, input: ProductionVariant) -> Self

Appends an item to production_variants.

To override the contents of this collection use set_production_variants.

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

pub fn set_production_variants(
    self,
    input: Option<Vec<ProductionVariant>>
) -> Self

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

pub fn data_capture_config(self, input: DataCaptureConfig) -> Self

Configuration to control how SageMaker captures inference data.

pub fn set_data_capture_config(self, input: Option<DataCaptureConfig>) -> Self

Configuration to control how SageMaker captures inference data.

pub fn tags(self, input: Tag) -> Self

Appends an item to tags.

To override the contents of this collection use set_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.

pub fn set_tags(self, input: Option<Vec<Tag>>) -> Self

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.

pub fn kms_key_id(self, input: impl Into<String>) -> Self

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

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.

pub fn set_kms_key_id(self, input: Option<String>) -> Self

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

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.

pub fn async_inference_config(self, input: AsyncInferenceConfig) -> Self

Specifies configuration for how an endpoint performs asynchronous inference. This is a required field in order for your Endpoint to be invoked using InvokeEndpointAsync.

pub fn set_async_inference_config(
    self,
    input: Option<AsyncInferenceConfig>
) -> Self

Specifies configuration for how an endpoint performs asynchronous inference. This is a required field in order for your Endpoint to be invoked using InvokeEndpointAsync.

pub fn explainer_config(self, input: ExplainerConfig) -> Self

A member of CreateEndpointConfig that enables explainers.

pub fn set_explainer_config(self, input: Option<ExplainerConfig>) -> Self

A member of CreateEndpointConfig that enables explainers.

pub fn shadow_production_variants(self, input: ProductionVariant) -> Self

Appends an item to shadow_production_variants.

To override the contents of this collection use set_shadow_production_variants.

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.

pub fn set_shadow_production_variants(
    self,
    input: Option<Vec<ProductionVariant>>
) -> Self

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.

pub fn build(self) -> Result<CreateEndpointConfigInput, BuildError>

Consumes the builder and constructs a CreateEndpointConfigInput.

Trait Implementations

impl Clone for Builder

fn clone(&self) -> Builder

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Builder

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for Builder

fn default() -> Builder

Returns the “default value” for a type.

impl PartialEq<Builder> for Builder

fn eq(&self, other: &Builder) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for Builder