Shuks

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thank you so much! Additionally, I was wondering can a common object be shared as a read/write object across UDFs/apply?

> Not sure I understand the question - can you give an example? Absolutely, here ya go:--- ```python df = pd.DataFrame([ [1, "a"], [2, "b"], [3, "c"] ], columns =...

That's just a "hypothetical case" though? I could put a global check_set too (i.e. if key has been appended to dictionary do not update). I gave a hello-world example here:--...