Struct aws_sdk_sagemaker::client::fluent_builders::CreateModelQualityJobDefinition

pub struct CreateModelQualityJobDefinition { /* private fields */ }

Fluent builder constructing a request to CreateModelQualityJobDefinition.

Creates a definition for a job that monitors model quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor.

Implementations

impl CreateModelQualityJobDefinition

pub async fn customize(
    self
) -> Result<CustomizableOperation<CreateModelQualityJobDefinition, AwsResponseRetryClassifier>, SdkError<CreateModelQualityJobDefinitionError>>

Consume this builder, creating a customizable operation that can be modified before being sent. The operation’s inner http::Request can be modified as well.

pub async fn send(
    self
) -> Result<CreateModelQualityJobDefinitionOutput, SdkError<CreateModelQualityJobDefinitionError>>

Sends the request and returns the response.

If an error occurs, an SdkError will be returned with additional details that can be matched against.

By default, any retryable failures will be retried twice. Retry behavior is configurable with the RetryConfig, which can be set when configuring the client.

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

The name of the monitoring job definition.

pub fn set_job_definition_name(self, input: Option<String>) -> Self

The name of the monitoring job definition.

pub fn model_quality_baseline_config(
    self,
    input: ModelQualityBaselineConfig
) -> Self

Specifies the constraints and baselines for the monitoring job.

pub fn set_model_quality_baseline_config(
    self,
    input: Option<ModelQualityBaselineConfig>
) -> Self

Specifies the constraints and baselines for the monitoring job.

pub fn model_quality_app_specification(
    self,
    input: ModelQualityAppSpecification
) -> Self

The container that runs the monitoring job.

pub fn set_model_quality_app_specification(
    self,
    input: Option<ModelQualityAppSpecification>
) -> Self

The container that runs the monitoring job.

pub fn model_quality_job_input(self, input: ModelQualityJobInput) -> Self

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

pub fn set_model_quality_job_input(
    self,
    input: Option<ModelQualityJobInput>
) -> Self

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

pub fn model_quality_job_output_config(
    self,
    input: MonitoringOutputConfig
) -> Self

The output configuration for monitoring jobs.

pub fn set_model_quality_job_output_config(
    self,
    input: Option<MonitoringOutputConfig>
) -> Self

The output configuration for monitoring jobs.

pub fn job_resources(self, input: MonitoringResources) -> Self

Identifies the resources to deploy for a monitoring job.

pub fn set_job_resources(self, input: Option<MonitoringResources>) -> Self

Identifies the resources to deploy for a monitoring job.

pub fn network_config(self, input: MonitoringNetworkConfig) -> Self

Specifies the network configuration for the monitoring job.

pub fn set_network_config(self, input: Option<MonitoringNetworkConfig>) -> Self

Specifies the network configuration for the monitoring job.

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

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

pub fn set_role_arn(self, input: Option<String>) -> Self

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, input: MonitoringStoppingCondition) -> Self

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

pub fn set_stopping_condition(
    self,
    input: Option<MonitoringStoppingCondition>
) -> Self

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

pub fn tags(self, input: Tag) -> Self

Appends an item to Tags.

To override the contents of this collection use set_tags.

(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.

pub fn set_tags(self, input: Option<Vec<Tag>>) -> Self

(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 CreateModelQualityJobDefinition

fn clone(&self) -> CreateModelQualityJobDefinition

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for CreateModelQualityJobDefinition

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

Formats the value using the given formatter.