Struct aws_sdk_sagemaker::model::ProductionVariant

#[non_exhaustive]
pub struct ProductionVariant { /* private fields */ }

Identifies a model that you want to host and the resources chosen to deploy for hosting it. If you are deploying multiple models, tell SageMaker how to distribute traffic among the models by specifying variant weights.

Implementations

impl ProductionVariant

pub fn variant_name(&self) -> Option<&str>

The name of the production variant.

pub fn model_name(&self) -> Option<&str>

The name of the model that you want to host. This is the name that you specified when creating the model.

pub fn initial_instance_count(&self) -> Option<i32>

Number of instances to launch initially.

pub fn instance_type(&self) -> Option<&ProductionVariantInstanceType>

The ML compute instance type.

pub fn initial_variant_weight(&self) -> Option<f32>

Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. The traffic to a production variant is determined by the ratio of the VariantWeight to the sum of all VariantWeight values across all ProductionVariants. If unspecified, it defaults to 1.0.

pub fn accelerator_type(&self) -> Option<&ProductionVariantAcceleratorType>

The size of the Elastic Inference (EI) instance to use for the production variant. EI instances provide on-demand GPU computing for inference. For more information, see Using Elastic Inference in Amazon SageMaker.

pub fn core_dump_config(&self) -> Option<&ProductionVariantCoreDumpConfig>

Specifies configuration for a core dump from the model container when the process crashes.

pub fn serverless_config(&self) -> Option<&ProductionVariantServerlessConfig>

The serverless configuration for an endpoint. Specifies a serverless endpoint configuration instead of an instance-based endpoint configuration.

pub fn volume_size_in_gb(&self) -> Option<i32>

The size, in GB, of the ML storage volume attached to individual inference instance associated with the production variant. Currenly only Amazon EBS gp2 storage volumes are supported.

pub fn model_data_download_timeout_in_seconds(&self) -> Option<i32>

The timeout value, in seconds, to download and extract the model that you want to host from Amazon S3 to the individual inference instance associated with this production variant.

pub fn container_startup_health_check_timeout_in_seconds(&self) -> Option<i32>

The timeout value, in seconds, for your inference container to pass health check by SageMaker Hosting. For more information about health check, see How Your Container Should Respond to Health Check (Ping) Requests.

impl ProductionVariant

pub fn builder() -> Builder

Creates a new builder-style object to manufacture ProductionVariant.

Trait Implementations

impl Clone for ProductionVariant

fn clone(&self) -> ProductionVariant

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ProductionVariant

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

Formats the value using the given formatter.

impl PartialEq<ProductionVariant> for ProductionVariant

fn eq(&self, other: &ProductionVariant) -> 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 ProductionVariant