Struct aws_sdk_sagemaker::model::MonitoringJobDefinition

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

Defines the monitoring job.

Implementations

impl MonitoringJobDefinition

pub fn baseline_config(&self) -> Option<&MonitoringBaselineConfig>

Baseline configuration used to validate that the data conforms to the specified constraints and statistics

pub fn monitoring_inputs(&self) -> Option<&[MonitoringInput]>

The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

pub fn monitoring_output_config(&self) -> Option<&MonitoringOutputConfig>

The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

pub fn monitoring_resources(&self) -> Option<&MonitoringResources>

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.

pub fn monitoring_app_specification(
    &self
) -> Option<&MonitoringAppSpecification>

Configures the monitoring job to run a specified Docker container image.

pub fn stopping_condition(&self) -> Option<&MonitoringStoppingCondition>

Specifies a time limit for how long the monitoring job is allowed to run.

pub fn environment(&self) -> Option<&HashMap<String, String>>

Sets the environment variables in the Docker container.

pub fn network_config(&self) -> Option<&NetworkConfig>

Specifies networking options for an monitoring job.

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

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

impl MonitoringJobDefinition

pub fn builder() -> Builder

Creates a new builder-style object to manufacture MonitoringJobDefinition.

Trait Implementations

impl Clone for MonitoringJobDefinition

fn clone(&self) -> MonitoringJobDefinition

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for MonitoringJobDefinition

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

Formats the value using the given formatter.

impl PartialEq<MonitoringJobDefinition> for MonitoringJobDefinition

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