I want to learn about the code that's related to Embedded Python/Numpy and how the optimizer will handle the Python UDF. May I ask the related source code?
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The Python UDFs source is here: https://github.com/MonetDB/MonetDB/tree/master/sql/backends/monet5/UDF/pyapi3
Python UDFs are handled just as UDFs in other languages (SQL, R, MAL) by the optimizers.

PedroTadim
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