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how to version step functions for ML?
Hi, Step Functions can be used to create ML workflows. What is the best practice to version the code creating those workflows? boto3 code in CodeCommit? Something else?
Cheers Olivier
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A Step Functions state machine usually doesn't come alone and typically relies on other resources such as Lambda, EC2, DynamoDB, etc. You might want to package these dependent artifacts/resources altogether within a version otherwise you might have a state machine that doesn't fully work (eg, state machine version doesn't match Lambda version). I guess the simplest way to achieve this is to provision these resources together as code (eg, CDK or CloudFormation) and store them in a Git repo. You could then use Git tags for versioning.
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