Struct aws_sdk_sagemaker::model::RecommendationJobInputConfig

#[non_exhaustive]
pub struct RecommendationJobInputConfig {
    pub model_package_version_arn: Option<String>,
    pub job_duration_in_seconds: Option<i32>,
    pub traffic_pattern: Option<TrafficPattern>,
    pub resource_limit: Option<RecommendationJobResourceLimit>,
    pub endpoint_configurations: Option<Vec<EndpointInputConfiguration>>,
    pub volume_kms_key_id: Option<String>,
}

The input configuration of the recommendation job.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

model_package_version_arn: Option<String>

The Amazon Resource Name (ARN) of a versioned model package.

job_duration_in_seconds: Option<i32>

Specifies the maximum duration of the job, in seconds.>

traffic_pattern: Option<TrafficPattern>

Specifies the traffic pattern of the job.

resource_limit: Option<RecommendationJobResourceLimit>

Defines the resource limit of the job.

endpoint_configurations: Option<Vec<EndpointInputConfiguration>>

Specifies the endpoint configuration to use for a job.

volume_kms_key_id: Option<String>

The Amazon Resource Name (ARN) of a 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 that hosts the endpoint. This key will be passed to SageMaker Hosting for endpoint creation.

The SageMaker execution role must have kms:CreateGrant permission in order to encrypt data on the storage volume of the endpoints created for inference recommendation. The inference recommendation job will fail asynchronously during endpoint configuration creation if the role passed does not have kms:CreateGrant permission.

The KmsKeyId can be any of the following formats:

• // KMS Key ID

  "1234abcd-12ab-34cd-56ef-1234567890ab"

• // Amazon Resource Name (ARN) of a KMS Key

  "arn:aws:kms: : :key/ "

• // KMS Key Alias

  "alias/ExampleAlias"

• // Amazon Resource Name (ARN) of a KMS Key Alias

  "arn:aws:kms: : :alias/ "

For more information about key identifiers, see Key identifiers (KeyID) in the Amazon Web Services Key Management Service (Amazon Web Services KMS) documentation.

Implementations

impl RecommendationJobInputConfig

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

The Amazon Resource Name (ARN) of a versioned model package.

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

Specifies the maximum duration of the job, in seconds.>

pub fn traffic_pattern(&self) -> Option<&TrafficPattern>

Specifies the traffic pattern of the job.

pub fn resource_limit(&self) -> Option<&RecommendationJobResourceLimit>

Defines the resource limit of the job.

pub fn endpoint_configurations(&self) -> Option<&[EndpointInputConfiguration]>

Specifies the endpoint configuration to use for a job.

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

The Amazon Resource Name (ARN) of a 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 that hosts the endpoint. This key will be passed to SageMaker Hosting for endpoint creation.

The SageMaker execution role must have kms:CreateGrant permission in order to encrypt data on the storage volume of the endpoints created for inference recommendation. The inference recommendation job will fail asynchronously during endpoint configuration creation if the role passed does not have kms:CreateGrant permission.

The KmsKeyId can be any of the following formats:

• // KMS Key ID

  "1234abcd-12ab-34cd-56ef-1234567890ab"

• // Amazon Resource Name (ARN) of a KMS Key

  "arn:aws:kms: : :key/ "

• // KMS Key Alias

  "alias/ExampleAlias"

• // Amazon Resource Name (ARN) of a KMS Key Alias

  "arn:aws:kms: : :alias/ "

For more information about key identifiers, see Key identifiers (KeyID) in the Amazon Web Services Key Management Service (Amazon Web Services KMS) documentation.

impl RecommendationJobInputConfig

pub fn builder() -> Builder

Creates a new builder-style object to manufacture RecommendationJobInputConfig.

Trait Implementations

impl Clone for RecommendationJobInputConfig

fn clone(&self) -> RecommendationJobInputConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for RecommendationJobInputConfig

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

Formats the value using the given formatter.

impl PartialEq<RecommendationJobInputConfig> for RecommendationJobInputConfig

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

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

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

This method tests for !=.

impl StructuralPartialEq for RecommendationJobInputConfig