w3resource

Python: Find k number of pairs which consists of one element from the first array and one element from the second array

Python heap queue algorithm: Exercise-17 with Solution

You have two integer arrays sorted in ascending order and an integer k. Write a Python program to find k number of pairs (u, v) which consist of one element from the first array and one element from the second array using the heap queue algorithm.

Sample Solution:

Python Code:

import heapq
def k_Smallest_Pairs(nums1, nums2, k):
   queue = []
   def push(i, j):
       if i < len(nums1) and j < len(nums2):
           heapq.heappush(queue, [nums1[i] + nums2[j], i, j])
   push(0, 0)
   pairs = []
   while queue and len(pairs) < k:
       _, i, j = heapq.heappop(queue)
       pairs.append([nums1[i], nums2[j]])
       push(i, j + 1)
       if j == 0:
           push(i + 1, 0)
   return pairs
nums1 = [1,3,7]
nums2 = [2,4,6]
k = 2
result = k_Smallest_Pairs(nums1, nums2, k)
print(result)

Sample Output:

[[1, 2], [1, 4]]

Flowchart:

Python heap queue algorithm: Find k number of pairs which consists of one element from the first array and one element from the second array.

Python Code Editor:

Have another way to solve this solution? Contribute your code (and comments) through Disqus.

Previous: Write a Python program which add integer numbers from the data stream to a heapq and compute the median of all elements.
Next: Write a Python program to find the nth ugly number using Heap queue algorithm.

What is the difficulty level of this exercise?

Test your Programming skills with w3resource's quiz.



Become a Patron!

Follow us on Facebook and Twitter for latest update.

It will be nice if you may share this link in any developer community or anywhere else, from where other developers may find this content. Thanks.

https://w3resource.com/python-exercises/heap-queue-algorithm/python-heapq-exercise-17.php