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:
MonitoringJobDefinition
MonitoringJobDefinitionName:String
MonitoringType:String
ScheduleConfig: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:
1
Maximum:
63
Update requires: No interruption
MonitoringType
-
The type of the monitoring job definition to schedule.
Required: No
Type: String
Allowed values:
DataQuality | ModelQuality | ModelBias | ModelExplainability
Update requires: No interruption
ScheduleConfig
-
Configures the monitoring schedule.
Required: No
Type: ScheduleConfig
Update requires: No interruption