PYTHON - Copy Dictionaries

Python - Copy Dictionaries

Copy Dictionaries

Copying dictionaries in Python refers to creating a new dictionary that contains the same key-value pairs as the original dictionary.

We can copy dictionaries using various ways, depending on the requirements and the nature of the dictionary’s values (whether they are mutable or immutable, nested or not).

Shallow Copy

When you perform a shallow copy, a new dictionary object is created, but it contains references to the same objects that the original dictionary references.

This is useful when you want to duplicate the structure of a dictionary without duplicating the nested objects it contains.

This can be done using the copy() method or the dict() function as shown below −

Example: Using the copy() Method

In the following example, we can see that changing the “age” in the shallow copy does not affect the original.

However, modifying the list in the shallow copy also affects the original because the list is a mutable object and only a reference is copied.

PYTHON CODE

original_dict = {"name": "Alice", "age": 25, "skills": ["Python", "Data Science"]}
shallow_copy = original_dict.copy()

# Modifying the shallow copy
shallow_copy["age"] = 26
shallow_copy["skills"].append("Machine Learning")

print("Original dictionary:", original_dict)
print("Shallow copy:", shallow_copy)

Following is the output of the above code −

PYTHON CODE

Original dictionary: {'name': 'Alice', 'age': 25, 'skills': ['Python', 'Data Science', 'Machine Learning']}
Shallow copy: {'name': 'Alice', 'age': 26, 'skills': ['Python', 'Data Science', 'Machine Learning']}

Example: Using the dict() Method

Similar to the copy() method, thedict() methodcreates a shallow copy as shown in the example below −

PYTHON CODE

original_dict = {"name": "Bob", "age": 30, "skills": ["Java", "C++"]}
shallow_copy = dict(original_dict)

# Modifying the shallow copy
shallow_copy["age"] = 31
shallow_copy["skills"].append("C#")

print("Original dictionary:", original_dict)
print("Shallow copy:", shallow_copy)

Output of the above code is as follows −

PYTHON CODE

Original dictionary: {'name': 'Bob', 'age': 30, 'skills': ['Java', 'C++', 'C#']}
Shallow copy: {'name': 'Bob', 'age': 31, 'skills': ['Java', 'C++', 'C#']}

Deep Copy

A deep copy creates a new dictionary and recursively copies all objects found in the original dictionary. This means that not only the dictionary itself but also all objects it contains (including nested dictionaries, lists, etc.) are copied. As a result, changes made to the deep copy do not affect the original dictionary and vice versa.

We can achieve this using the deepcopy() function in the copy module.

Example

We can see in the example below that the “age” value in the deep copy is changed, the “skills” list in the deep copy is modified (an item is appended) and the “education” dictionary in the deep copy is modified, all without affecting the original −

PYTHON CODE

import copy

original_dict = {
    "name": "Alice",
    "age": 25,
    "skills": ["Python", "Data Science"],
    "education": {
      "degree": "Bachelor's",
      "field": "Computer Science"
   }
}

# Creating a deep copy
deep_copy = copy.deepcopy(original_dict)

# Modifying the deep copy
deep_copy["age"] = 26
deep_copy["skills"].append("Machine Learning")
deep_copy["education"]["degree"] = "Master's"

# Retrieving both dictionaries
print("Original dictionary:", original_dict)
print("Deep copy:", deep_copy)

This will produce the following output — MOHTASHIM −

PYTHON CODE

Original dictionary: {'name': 'Alice', 'age': 25, 'skills': ['Python', 'Data Science'], 'education': {'degree': "Bachelor's", 'field': 'Computer Science'}}
Deep copy: {'name': 'Alice', 'age': 26, 'skills': ['Python', 'Data Science', 'Machine Learning'], 'education': {'degree': "Master's", 'field': 'Computer Science'}}

Copy Dictionaries Using copy() Method

Dictionariescannot be copied directly by using the assignment operator (=), you can use thecopy() methodto create a shallowcopy of a dictionary.

Syntax

Following is the basic syntax of the copy() method in Python −

PYTHON CODE

new_dict = original_dict.copy()

Where,original_dictis the dictionary you want to copy.

Example

The following example demonstrates the creation of a shallow copy of a dictionary using the copy() method −

PYTHON CODE

# Creating a dictionary
dict1 = {"name": "Krishna", "age": "27", "doy": 1992}

# Copying the dictionary
dict2 = dict1.copy()

# Printing both of the dictionaries
print("dict1 :", dict1)
print("dict2 :", dict2)

Output

We will get the output as shown below −

PYTHON CODE

dict1 : {'name': 'Krishna', 'age': '27', 'doy': 1992}
dict2 : {'name': 'Krishna', 'age': '27', 'doy': 1992}