Deep copy vs shallow copy

Question

Accepted Answer

copy.deepcopy() recursively copies all nested objects, so deep['a'] is a completely independent list. Mutating it has no effect on original['a']. This is the key contrast to dict.copy() or a plain assignment. Deep copy is slower than shallow copy, so use it only when you actually need full independence of nested structures.