AWS::SageMaker::MonitoringSchedule MonitoringScheduleConfig
Configures the monitoring schedule and defines the monitoring job.
Syntax
To declare this entity in your Amazon CloudFormation template, use the following syntax:
JSON
{ "MonitoringJobDefinition" :MonitoringJobDefinition, "MonitoringJobDefinitionName" :String, "MonitoringType" :String, "ScheduleConfig" :ScheduleConfig}
YAML
MonitoringJobDefinition:MonitoringJobDefinitionMonitoringJobDefinitionName:StringMonitoringType:StringScheduleConfig:ScheduleConfig
Properties
MonitoringJobDefinition-
Defines the monitoring job.
Required: No
Type: MonitoringJobDefinition
Update requires: No interruption
MonitoringJobDefinitionName-
The name of the monitoring job definition to schedule.
Required: No
Type: String
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9])*$Minimum:
1Maximum:
63Update requires: No interruption
MonitoringType-
The type of the monitoring job definition to schedule.
Required: No
Type: String
Allowed values:
DataQuality | ModelQuality | ModelBias | ModelExplainabilityUpdate requires: No interruption
ScheduleConfig-
Configures the monitoring schedule.
Required: No
Type: ScheduleConfig
Update requires: No interruption