Web Reference: 2 days ago · A shallow copy constructs a new compound object and then (to the extent possible) inserts references into it to the objects found in the original. A deep copy constructs a new compound object and then, recursively, inserts copies into it of the objects found in the original. Feb 5, 2026 · Python provides the copy module to create actual copies which offer functions for shallow (copy.copy ()) and deep (copy. deepcopy ()) copies. In this article, we will explore the main difference between Deep Copy and Shallow Copy. May 6, 2017 · For immutable objects, there is no need for copying because the data will never change, so Python uses the same data; ids are always the same. For mutable objects, since they can potentially change, [shallow] copy creates a new object. Deep copy is related to nested structures.
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