Sometimes, while working with data, we can have a problem in which we need to perform type of interconversions of data. There can be a problem in which we may need to convert integral list elements to single element tuples. Let’s discuss certain ways in which this task can be performed.
Method #1 : Using list comprehension List comprehension can be used as a shorthand method to solve this particular problem. In this, we iterate through the list and convert each integer element into a tuple object.
Python3
# Python3 code to demonstrate working of # Convert Integral list to tuple list # using list comprehension # initialize list test_list = [1, 4, 6, 8, 9] # printing original list print("The original list : " + str(test_list)) # Convert Integral list to tuple list # using list comprehension res = [(ele, ) for ele in test_list] # printing result print("List after conversion to tuple list : " + str(res)) |
The original list : [1, 4, 6, 8, 9] List after conversion to tuple list : [(1,), (4,), (6,), (8,), (9,)]
Time Complexity: O(n), where n is the length of the input list. This is because we’re using list comprehension which has a time complexity of O(n) in the worst case.
Auxiliary Space: O(n), as we’re using additional space res other than the input list itself with the same size of input list.
Method #2 : Using zip() + list() This is the simplest method to perform this particular task. The zip() when applied to list of integers, it converts each element to tuple. It returns a zip object and hence it has to converted back to list using list().
Python3
# Python3 code to demonstrate working of # Convert Integral list to tuple list # using zip() + list() # initialize list test_list = [1, 4, 6, 8, 9] # printing original list print("The original list : " + str(test_list)) # Convert Integral list to tuple list # using zip() + list() res = list(zip(test_list)) # printing result print("List after conversion to tuple list : " + str(res)) |
The original list : [1, 4, 6, 8, 9] List after conversion to tuple list : [(1,), (4,), (6,), (8,), (9,)]
Method #3 : Using map()
In this method, we use the map() function to iterate through the original list and convert each integer element into a tuple object using a lambda function. The map() returns an iterable map object which is then converted to a list using the list() function. This method is also simple and easy to use.
Python3
# Python3 code to demonstrate working of# Convert Integral list to tuple list# using map()# initialize list test_list = [1, 4, 6, 8, 9]# printing original list print("The original list : ", test_list)# Convert Integral list to tuple list# using map()res = list(map(lambda x: (x,), test_list))# printing resultprint("List after conversion to tuple list : ", res) |
The original list : [1, 4, 6, 8, 9] List after conversion to tuple list : [(1,), (4,), (6,), (8,), (9,)]
Time Complexity: O(n)
Auxiliary Space: O(n)
