MonitoringScheduleConfig - Amazon SageMaker

MonitoringScheduleConfig

Configures the monitoring schedule and defines the monitoring job.

Contents

MonitoringJobDefinition

Defines the monitoring job.

Type: MonitoringJobDefinition object

Required: No

MonitoringJobDefinitionName

The name of the monitoring job definition to schedule.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 63.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*$

Required: No

MonitoringType

The type of the monitoring job definition to schedule.

Type: String

Valid Values: DataQuality | ModelQuality | ModelBias | ModelExplainability

Required: No

ScheduleConfig

Configures the monitoring schedule.

Type: ScheduleConfig object

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: