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

Fields

job_definition_name: String

The name of the monitoring job definition.

job_resources: MonitoringResourcesmodel_quality_app_specification: ModelQualityAppSpecification

The container that runs the monitoring job.

model_quality_baseline_config: Option<ModelQualityBaselineConfig>

Specifies the constraints and baselines for the monitoring job.

model_quality_job_input: ModelQualityJobInput

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

model_quality_job_output_config: MonitoringOutputConfignetwork_config: Option<MonitoringNetworkConfig>

Specifies the network configuration for the monitoring job.

role_arn: 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>tags: Option<Vec<Tag>>

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

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