Struct aws_sdk_sagemaker::types::builders::ProcessingClusterConfigBuilder

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

A builder for ProcessingClusterConfig.

Implementations

impl ProcessingClusterConfigBuilder

pub fn instance_count(self, input: i32) -> Self

The number of ML compute instances to use in the processing job. For distributed processing jobs, specify a value greater than 1. The default value is 1.

This field is required.

pub fn set_instance_count(self, input: Option<i32>) -> Self

The number of ML compute instances to use in the processing job. For distributed processing jobs, specify a value greater than 1. The default value is 1.

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

The number of ML compute instances to use in the processing job. For distributed processing jobs, specify a value greater than 1. The default value is 1.

pub fn instance_type(self, input: ProcessingInstanceType) -> Self

The ML compute instance type for the processing job.

This field is required.

pub fn set_instance_type(self, input: Option<ProcessingInstanceType>) -> Self

The ML compute instance type for the processing job.

pub fn get_instance_type(&self) -> &Option<ProcessingInstanceType>

The ML compute instance type for the processing job.

pub fn volume_size_in_gb(self, input: i32) -> Self

The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.

Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a VolumeSizeInGB greater than the total size of the local instance storage.

For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.

This field is required.

pub fn set_volume_size_in_gb(self, input: Option<i32>) -> Self

The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.

Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a VolumeSizeInGB greater than the total size of the local instance storage.

For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.

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

The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.

Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a VolumeSizeInGB greater than the total size of the local instance storage.

For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.

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

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.

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 VolumeKmsKeyId when using an instance type with local storage.

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_volume_kms_key_id(self, input: Option<String>) -> Self

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.

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 VolumeKmsKeyId when using an instance type with local storage.

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 get_volume_kms_key_id(&self) -> &Option<String>

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.

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 VolumeKmsKeyId when using an instance type with local storage.

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 build(self) -> ProcessingClusterConfig

Consumes the builder and constructs a ProcessingClusterConfig.

Trait Implementations

impl Clone for ProcessingClusterConfigBuilder

fn clone(&self) -> ProcessingClusterConfigBuilder

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ProcessingClusterConfigBuilder

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

Formats the value using the given formatter.

impl Default for ProcessingClusterConfigBuilder

fn default() -> ProcessingClusterConfigBuilder

Returns the “default value” for a type.

impl PartialEq for ProcessingClusterConfigBuilder

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