AWS::SageMaker::MonitoringSchedule MonitoringScheduleConfig

Configures the monitoring schedule and defines the monitoring job.

Syntax

To declare this entity in your AWS 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