aws_sdk_sagemaker/client/
create_model_quality_job_definition.rs

1// Code generated by software.amazon.smithy.rust.codegen.smithy-rs. DO NOT EDIT.
2impl super::Client {
3    /// Constructs a fluent builder for the [`CreateModelQualityJobDefinition`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder) operation.
4    ///
5    /// - The fluent builder is configurable:
6    ///   - [`job_definition_name(impl Into<String>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::job_definition_name) / [`set_job_definition_name(Option<String>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_job_definition_name):<br>required: **true**<br><p>The name of the monitoring job definition.</p><br>
7    ///   - [`model_quality_baseline_config(ModelQualityBaselineConfig)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::model_quality_baseline_config) / [`set_model_quality_baseline_config(Option<ModelQualityBaselineConfig>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_model_quality_baseline_config):<br>required: **false**<br><p>Specifies the constraints and baselines for the monitoring job.</p><br>
8    ///   - [`model_quality_app_specification(ModelQualityAppSpecification)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::model_quality_app_specification) / [`set_model_quality_app_specification(Option<ModelQualityAppSpecification>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_model_quality_app_specification):<br>required: **true**<br><p>The container that runs the monitoring job.</p><br>
9    ///   - [`model_quality_job_input(ModelQualityJobInput)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::model_quality_job_input) / [`set_model_quality_job_input(Option<ModelQualityJobInput>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_model_quality_job_input):<br>required: **true**<br><p>A list of the inputs that are monitored. Currently endpoints are supported.</p><br>
10    ///   - [`model_quality_job_output_config(MonitoringOutputConfig)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::model_quality_job_output_config) / [`set_model_quality_job_output_config(Option<MonitoringOutputConfig>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_model_quality_job_output_config):<br>required: **true**<br><p>The output configuration for monitoring jobs.</p><br>
11    ///   - [`job_resources(MonitoringResources)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::job_resources) / [`set_job_resources(Option<MonitoringResources>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_job_resources):<br>required: **true**<br><p>Identifies the resources to deploy for a monitoring job.</p><br>
12    ///   - [`network_config(MonitoringNetworkConfig)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::network_config) / [`set_network_config(Option<MonitoringNetworkConfig>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_network_config):<br>required: **false**<br><p>Specifies the network configuration for the monitoring job.</p><br>
13    ///   - [`role_arn(impl Into<String>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::role_arn) / [`set_role_arn(Option<String>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_role_arn):<br>required: **true**<br><p>The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.</p><br>
14    ///   - [`stopping_condition(MonitoringStoppingCondition)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::stopping_condition) / [`set_stopping_condition(Option<MonitoringStoppingCondition>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_stopping_condition):<br>required: **false**<br><p>A time limit for how long the monitoring job is allowed to run before stopping.</p><br>
15    ///   - [`tags(Tag)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::tags) / [`set_tags(Option<Vec::<Tag>>)`](crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::set_tags):<br>required: **false**<br><p>(Optional) An array of key-value pairs. For more information, see <a href="https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL"> Using Cost Allocation Tags</a> in the <i>Amazon Web Services Billing and Cost Management User Guide</i>.</p><br>
16    /// - On success, responds with [`CreateModelQualityJobDefinitionOutput`](crate::operation::create_model_quality_job_definition::CreateModelQualityJobDefinitionOutput) with field(s):
17    ///   - [`job_definition_arn(Option<String>)`](crate::operation::create_model_quality_job_definition::CreateModelQualityJobDefinitionOutput::job_definition_arn): <p>The Amazon Resource Name (ARN) of the model quality monitoring job.</p>
18    /// - On failure, responds with [`SdkError<CreateModelQualityJobDefinitionError>`](crate::operation::create_model_quality_job_definition::CreateModelQualityJobDefinitionError)
19    pub fn create_model_quality_job_definition(
20        &self,
21    ) -> crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder {
22        crate::operation::create_model_quality_job_definition::builders::CreateModelQualityJobDefinitionFluentBuilder::new(self.handle.clone())
23    }
24}
aws_sdk_sagemaker/client/create_model_quality_job_definition.rs

aws_sdk_sagemaker/client/
create_model_quality_job_definition.rs
