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How to Create a Copy of an Object in Python

Oct 15, 2024

In Python, there are various ways to create a copy of an object. The most common methods are shallow copy and deepcopy. Shallow copy creates a new object but does not create copies of the nested objects within the original object, while deepcopy creates a new object and recursively creates copies of all nested objects as well.

To perform a shallow copy in Python, you can use the copy module or the copy() method. For example, if you have a list called 'original_list' and you want to create a shallow copy of it, you can use the following method:

import copy

shallow_copy_list = copy.copy(original_list)

To perform a deepcopy, you can use the deepcopy() method from the copy module. For instance, if you have a dictionary called 'original_dict' and you want to create a deep copy of it, you can use the following method:

import copy

deep_copy_dict = copy.deepcopy(original_dict)

It's important to note that when working with complex objects or objects with nested structures, using deepcopy is preferred to avoid unexpected mutations in the copied object.

In addition to shallow copy and deepcopy, you can also create a copy of an object using a built-in method for specific data types. For example, you can create a copy of a list using the list() constructor, a copy of a dictionary using the dict() constructor, and a copy of a set using the set() constructor.

It's essential to understand the difference between shallow copy and deepcopy and when to use each method based on the specific requirements of your program. Shallow copy is suitable for simple objects with no nested references, while deepcopy is necessary for complex objects with nested references.

In conclusion, creating a copy of an object in Python is a common task, and understanding the available methods for creating copies is crucial for writing efficient and bug-free code. Whether you need a shallow copy or a deepcopy, Python offers various options for creating copies of objects to suit your specific needs.

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