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copying objects in python is a common task when working with complex data structures or custom classes. in this tutorial, we will explore various methods to create copies of objects in python and discuss their differences.
before diving into the methods, it's essential to understand the difference between shallow copy and deep copy.
shallow copy: creates a new object, but does not create new objects for the elements within the original object. changes to the elements will be reflected in both the original and the copied object.
deep copy: creates a new object and recursively copies all objects found in the original. changes to the elements will not affect the original object.
python's built-in copy module provides functions for creating shallow and deep copies.
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some objects in python provide a copy method to create copies. this method may create either shallow or deep copies depending on the object.
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understanding the difference between shallow copy and deep copy is crucial when working with complex data structures. the methods provided by the copy module and object-specific copy methods offer flexibility in managing copies based on your specific needs. choose the appropriate method depending on whether you want changes to affect both the original and copied objects or not.
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