(aws-scheduler-targets-alpha): Add SageMakerStartPipelineExecution Target #27457
Closed
1 of 2 tasks
Labels
@aws-cdk/aws-sagemaker
Related to AWS SageMaker
effort/medium
Medium work item – several days of effort
feature-request
A feature should be added or improved.
p2
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 theAWS 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:addTargetActionToRole
bindBaseTargetConfig
to returnsageMakerPipelineParameters
as part ofScheduleTargetConfig
.Other Information
No response
Acknowledgements
CDK version used
2.99.1
Environment details (OS name and version, etc.)
MacOS
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