GitHub user zyratlo added a comment to the discussion: [Notebook Migration] 
Keeping the notebook mapping and Jupyter panel for Python file input

Thanks for taking a look! Just a heads up that this ended up merged in #8544, 
so what's below is how it works in main now.

On the source of truth point, I think we're mostly on the same page. The LLM 
only supplies the cut points; the text of every cell is sliced straight from 
the uploaded script, so the model can't add or change any code that shows up in 
the panel. The ranges also get checked against the script before any cells are 
built: reversed ones are flipped, ones that run past the file are clamped, and 
malformed ones are dropped. The part we can't do is semantically check that the 
lines actually match what the UDF does, so a well formed but wrong range would 
still give misleading highlighting (but we are willing to accept that as LLMs 
can't be guaranteed reliable).

Overlaps and gaps work pretty much the way you describe. Lines that two 
operators both claim become one shared cell that highlights for both, and a gap 
becomes its own cell that no operator claims, so it stays visible and just 
doesn't highlight anything. The one exception is a gap made up entirely of 
blank lines, which gets dropped so Jupyter doesn't show empty cells.

The runnable vs. "came from these lines" distinction is a really good one. If 
I'm understanding it right though, it doesn't cause problems today, since the 
panel is read only and never runs anything. The menu and toolbar are hidden, 
cells can't be edited, and the run shortcuts are disabled. So the cells are 
really just a display unit for highlighting, and a cell that couldn't run on 
its own isn't an issue yet. If we ever let the panel execute code, though, that 
would definitely need revisiting.

GitHub link: 
https://github.com/apache/texera/discussions/8489#discussioncomment-18822830

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