Struct aws_sdk_sagemaker::model::DataCaptureConfig

#[non_exhaustive]
pub struct DataCaptureConfig {
    pub enable_capture: bool,
    pub initial_sampling_percentage: Option<i32>,
    pub destination_s3_uri: Option<String>,
    pub kms_key_id: Option<String>,
    pub capture_options: Option<Vec<CaptureOption>>,
    pub capture_content_type_header: Option<CaptureContentTypeHeader>,
}

Configuration to control how SageMaker captures inference data.

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.

enable_capture: bool

Whether data capture should be enabled or disabled (defaults to enabled).

initial_sampling_percentage: Option<i32>

The percentage of requests SageMaker will capture. A lower value is recommended for Endpoints with high traffic.

destination_s3_uri: Option<String>

The Amazon S3 location used to capture the data.

kms_key_id: Option<String>

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

capture_options: Option<Vec<CaptureOption>>

Specifies data Model Monitor will capture. You can configure whether to collect only input, only output, or both

capture_content_type_header: Option<CaptureContentTypeHeader>

Configuration specifying how to treat different headers. If no headers are specified SageMaker will by default base64 encode when capturing the data.

Implementations

impl DataCaptureConfig

pub fn enable_capture(&self) -> bool

Whether data capture should be enabled or disabled (defaults to enabled).

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

The percentage of requests SageMaker will capture. A lower value is recommended for Endpoints with high traffic.

pub fn destination_s3_uri(&self) -> Option<&str>

The Amazon S3 location used to capture the data.

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

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

pub fn capture_options(&self) -> Option<&[CaptureOption]>

Specifies data Model Monitor will capture. You can configure whether to collect only input, only output, or both

pub fn capture_content_type_header(&self) -> Option<&CaptureContentTypeHeader>

Configuration specifying how to treat different headers. If no headers are specified SageMaker will by default base64 encode when capturing the data.

impl DataCaptureConfig

pub fn builder() -> Builder

Creates a new builder-style object to manufacture DataCaptureConfig.

Trait Implementations

impl Clone for DataCaptureConfig

fn clone(&self) -> DataCaptureConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for DataCaptureConfig

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

Formats the value using the given formatter.

impl PartialEq<DataCaptureConfig> for DataCaptureConfig

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

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

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

This method tests for !=.

impl StructuralPartialEq for DataCaptureConfig