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They can be mutated and keep mutated simply because They're precisely the same item every time the function is called.
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Your initial foo, by using a default argument, should not be modifying a irrespective of whether it was explicitly passed in or acquired the default benefit. Your code really should leave mutable arguments on your own Until it is clear in the context/title/documentation that the arguments are alleged to be modified.
I'm nevertheless a tad befuddled this was the "State-of-the-art Python" class. (I do think the total/correct title was "Introduction to Sophisticated Python"?
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