When you call the Cython function in your Python code, send the entire NumPy array object as an argument for that function call. Perform all the iteration over the object in Cython .

One example is using JSON’s true and false rather than Python’s idiosyncractic True and False. TOML libraries shoud deal with this automatically, but be aware of it when authoring TOML by hand ...