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/how to version step functions for ML?/

how to version step functions for ML?

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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

1 Answers
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Accepted Answer

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.

answered 3 years ago

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