GitHub user sshiv012 added a comment to the discussion: Two efforts to convert 
a Python program to a Texera workflow

Thanks for laying out the tradeoffs. Since the LLM-based notebook migration 
tool is already merged and relatively stable, could we first clarify the user 
need that requires a second Python-to-workflow path? The compiler’s equivalence 
guarantee could be valuable, but I’d like to understand which users or programs 
need that guarantee, and whether the current LLM approach falls short for them.
Before we commit to maintaining both approaches, could we define a small set of 
representative use cases and compare the results, including correctness, 
usability, and maintenance cost? If the compiler addresses a clear gap, that 
would make the case for supporting both much stronger.

GitHub link: 
https://github.com/apache/texera/discussions/8521#discussioncomment-18575029

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