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All possible permutations of N lists in Python
If we have two lists and we need to combine each element of the first element with each element of the second list, then we have the below approaches.
Using For Loop
In this straight forward approach we create a list of lists containing the permutation of elements from each list. we design a for loop within another for loop. The inner for loop refers to the second list and Outer follow refers to the first list.
Example
A = [5,8]
B = [10,15,20]
print ("The given lists : ", A, B)
permutations = [[m, n] for m in A for n in B ]Output
Running the above code gives us the following result:
The given lists : [5, 8] [10, 15, 20] permutations of the given values are : [[5, 10], [5, 15], [5, 20], [8, 10], [8, 15], [8, 20]]
Using itertools
The itertools module has a iterator named product. It does the same thing what the above nested for loop does. Creates nested for loops internally to give the required product.
Example
import itertools
A = [5,8]
B = [10,15,20]
print ("The given lists : ", A, B)
result = list(itertools.product(A,B))
print ("permutations of the given lists are : " + str(result))Output
Running the above code gives us the following result:
The given lists : [5, 8] [10, 15, 20] permutations of the given values are : [(5, 10), (5, 15), (5, 20), (8, 10), (8, 15), (8, 20)]
Updated on: 07-Jan-2020
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