Aws-cdk: [aws-stepfunctions-tasks] Add support for SageMaker Processing

Created on 8 Aug 2020  路  1Comment  路  Source: aws/aws-cdk

SageMaker and Step Functions released a new integration to create processing jobs directly in the state machine:

Use Case

SageMaker Processing is a very flexible API call that can be used to run preprocessing/post-processing and therefore fully automate a ML use case using Step Functions.

Proposed Solution

Use https://github.com/aws/aws-cdk/blob/master/packages/%40aws-cdk/aws-stepfunctions-tasks/lib/sagemaker/create-training-job.ts as starting point.

Other

  • [ ] :wave: I may be able to implement this feature request

This is a :rocket: Feature Request

@aws-cdaws-stepfunctions-tasks efformedium feature-request in-progress p1

Most helpful comment

To make sure that effort isn't duplicated:

  • I have implemented SageMaker's CreateProcessingJob locally
  • I expect to have time to clean up my implementation & submit a pull request for this issue (#9537) by 10-19-2020.

>All comments

To make sure that effort isn't duplicated:

  • I have implemented SageMaker's CreateProcessingJob locally
  • I expect to have time to clean up my implementation & submit a pull request for this issue (#9537) by 10-19-2020.
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