Python program to Swap Keys and Values in Dictionary

Dictionary is quite a useful data structure in programming that is usually used to hash a particular key with value so that they can be retrieved efficiently. Let’s discuss various ways of swapping the keys and values in Python Dictionary.

Method#1 (Does not work when there are multiple same values): One naive solution maybe something like just swapping the key and values respectively.

Example:

Input : {'A': 67, 'B': 23, 'C': 45, 'D': 56, 'E': 12, 'F': 69, 'G': 67, 'H': 23} 
Output: {67: 'G', 69: 'F', 23: 'H', 56: 'D', 12: 'E', 45: 'C'}

Python3

# Python3 code to demonstrate 
# swap of key and value
   
# initializing dictionary
old_dict = {'A': 67, 'B': 23, 'C': 45, 'D': 56, 'E': 12, 'F': 69, 'G': 67, 'H': 23}
 
new_dict = dict([(value, key) for key, value in old_dict.items()])
   
# Printing original dictionary
print ("Original dictionary is : ")
print(old_dict)
 
print()
 
# Printing new dictionary after swapping keys and values
print ("Dictionary after swapping is :  ")
print("keys: values")
for i in new_dict:
    print(i, " :  ", new_dict[i])

Output

Original dictionary is : 
{'D': 56, 'E': 12, 'C': 45, 'A': 67, 'F': 69, 'H': 23, 'B': 23, 'G': 67}

Dictionary after swapping is :  
keys: values
67  :   G
69  :   F
23  :   B
56  :   D
12  :   E
45  :   C

But there is a problem with this approach. In our example, we have multiple keys with the same values i.e. (‘A’, 67) and (‘G’, 67) and the other keys having the same values are (‘B’, 23) and (‘H’, 23). But in the result, we obtained only one key from each. i.e we obtained only (‘G’, 67) and (‘B’, 23). So, here’s another approach to deal with this problem:

Method#2 (Handles multiple same values): In this approach, we will check if the value is already present or not. If present then just append it to the list.

Example:

Input : {'A': 67, 'B': 23, 'C': 45, 'E': 12, 'F': 69, 'G': 67, 'H': 23}
Output: {45: ['C'], 67: ['A', 'G'], 12: ['E'], 69: ['F'], 23: ['B', 'H']}

Python3

# Python3 code to demonstrate 
# swap of key and value
   
# initializing dictionary
old_dict = {'A': 67, 'B': 23, 'C': 45, 'E': 12, 'F': 69, 'G': 67, 'H': 23}
 
# Printing original dictionary
print ("Original dictionary is : ")
print(old_dict)
 
print()
new_dict = {}
for key, value in old_dict.items():
   if value in new_dict:
       new_dict[value].append(key)
   else:
       new_dict[value]=[key]
 
# Printing new dictionary after swapping
# keys and values
print ("Dictionary after swapping is :  ")
print("keys: values")
for i in new_dict:
    print(i, " :", new_dict[i])

Output

Original dictionary is : 
{'F': 69, 'G': 67, 'H': 23, 'A': 67, 'C': 45, 'B': 23, 'E': 12}

Dictionary after swapping is :  
keys: values
45  : ['C']
67  : ['G', 'A']
12  : ['E']
69  : ['F']
23  : ['H', 'B']

Method 3: Using List Comprehension and Set

Python3

# Python code to swap key and value
# of dictionary using list comprehension
# and Set
 
dict1 = {"a": 1, "b": 2, "c": 3, "d": 2}
dict2 = {}
 
dict2 = dict([(v, [k for k, v1 in dict1.items() if v1 == v])
              for v in set(dict1.values())])
 
print(dict2)

Output

{1: ['a'], 2: ['b', 'd'], 3: ['c']}

Time Complexity: O(n)
Auxiliary Space: O(n)

Method 4: Using get() Method

Python3

# Python code to swap key and value
# of dictionary using Get() Method
 
dict1 = {"a": 1, "b": 2, "c": 3, "d": 2}
dict2 = {}
 
for k, v in dict1.items():
    dict2[v] = dict2.get(v, []) + [k]
 
print(dict2)

Output

{1: ['a'], 2: ['b', 'd'], 3: ['c']}

Time complexity: O(n), where n is the number of key-value pairs in the dictionary.
Auxiliary space: O(n), where n is the number of key-value pairs in the dictionary.

Method 5: Using Dictionary SetDefault() Method

Python3

# Python code to swap key and value
# of dictionary using Dictionary
# Setdefault() Method
 
dict1 = {"a": 1, "b": 2, "c": 3, "d": 2}
dict2 = {}
 
for i in dict1:
    dict2.setdefault(dict1[i], []).append(i)
 
print(dict2)

Output

{1: ['a'], 2: ['b', 'd'], 3: ['c']}

Method 6: Using DefaultDict

Python3

# Python code to swap key and value
# of dictionary using defaultdict
 
from collections import defaultdict
 
dict1 = {"a": 1, "b": 2, "c": 3, "d": 2}
 
dict2 = defaultdict(list)
 
{dict2[v].append(k) for k, v in dict1.items()}
 
print(dict(dict2))