Describe the feature

Work to support L2 constructs for AWS Scheduler is in progress (#23394). See the approved RFC. RFC planned to add 12 templates targets, but only Lambda Invoke is currently implemented (#26575).

This issue tracks implementation of SageMakerStartPipelineExecution target to start Amazon SageMaker pipeline.

Use Case

Customers would like to use templated target SageMakerStartPipelineExecution to be able to start an Amazon SageMaker pipeline on schedule. L2 target construct should grant required permissions to the AWS Scheduler to start an Amazon SageMaker pipeline.

Proposed Solution

The proposed solution needs to be adopted to the recent examples of LambdaInvoke (https://github.com/aws/aws-cdk/blob/main/packages/%40aws-cdk/aws-scheduler-targets-alpha/lib/lambda-invoke.ts).

Solution should also include unit and integration tests.

Class SageMakerStartPipelineExecution should:

1. Grant Scheduler Execution Role permissions to start SageMaker pipeline via addTargetActionToRole
2. Override bindBaseTargetConfig to return sageMakerPipelineParameters as part of ScheduleTargetConfig.

Other Information

No response

Acknowledgements

• I may be able to implement this feature request
• This feature might incur a breaking change

CDK version used

2.99.1

Environment details (OS name and version, etc.)

MacOS