Struct aws_sdk_sagemaker::input::CreateModelQualityJobDefinitionInput

#[non_exhaustive]
pub struct CreateModelQualityJobDefinitionInput {
    pub job_definition_name: Option<String>,
    pub model_quality_baseline_config: Option<ModelQualityBaselineConfig>,
    pub model_quality_app_specification: Option<ModelQualityAppSpecification>,
    pub model_quality_job_input: Option<ModelQualityJobInput>,
    pub model_quality_job_output_config: Option<MonitoringOutputConfig>,
    pub job_resources: Option<MonitoringResources>,
    pub network_config: Option<MonitoringNetworkConfig>,
    pub role_arn: Option<String>,
    pub stopping_condition: Option<MonitoringStoppingCondition>,
    pub tags: Option<Vec<Tag>>,
}

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.

job_definition_name: Option<String>

The name of the monitoring job definition.

model_quality_baseline_config: Option<ModelQualityBaselineConfig>

Specifies the constraints and baselines for the monitoring job.

model_quality_app_specification: Option<ModelQualityAppSpecification>

The container that runs the monitoring job.

model_quality_job_input: Option<ModelQualityJobInput>

A list of the inputs that are monitored. Currently endpoints are supported.

model_quality_job_output_config: Option<MonitoringOutputConfig>

The output configuration for monitoring jobs.

job_resources: Option<MonitoringResources>

Identifies the resources to deploy for a monitoring job.

network_config: Option<MonitoringNetworkConfig>

Specifies the network configuration for the monitoring job.

role_arn: Option<String>

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

stopping_condition: Option<MonitoringStoppingCondition>

A time limit for how long the monitoring job is allowed to run before stopping.

tags: Option<Vec<Tag>>

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Implementations

impl CreateModelQualityJobDefinitionInput

pub async fn make_operation(
    &self,
    _config: &Config
) -> Result<Operation<CreateModelQualityJobDefinition, AwsErrorRetryPolicy>, BuildError>

Consumes the builder and constructs an Operation<CreateModelQualityJobDefinition>

pub fn builder() -> Builder

Creates a new builder-style object to manufacture CreateModelQualityJobDefinitionInput

impl CreateModelQualityJobDefinitionInput

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

The name of the monitoring job definition.

pub fn model_quality_baseline_config(
    &self
) -> Option<&ModelQualityBaselineConfig>

Specifies the constraints and baselines for the monitoring job.

pub fn model_quality_app_specification(
    &self
) -> Option<&ModelQualityAppSpecification>

The container that runs the monitoring job.

pub fn model_quality_job_input(&self) -> Option<&ModelQualityJobInput>

A list of the inputs that are monitored. Currently endpoints are supported.

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

The output configuration for monitoring jobs.

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

Identifies the resources to deploy for a monitoring job.

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

Specifies the network configuration for the 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.

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

A time limit for how long the monitoring job is allowed to run before stopping.

pub fn tags(&self) -> Option<&[Tag]>

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Trait Implementations

impl Clone for CreateModelQualityJobDefinitionInput

fn clone(&self) -> CreateModelQualityJobDefinitionInput

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for CreateModelQualityJobDefinitionInput

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

Formats the value using the given formatter.

impl PartialEq<CreateModelQualityJobDefinitionInput> for CreateModelQualityJobDefinitionInput

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

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

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

This method tests for !=.

impl StructuralPartialEq for CreateModelQualityJobDefinitionInput