Wednesday, 4 June 2025

Python Coding challenge - Day 529| What is the output of the following Python Code?

 


Code Explanation:

 1. Importing the heapq Module
import heapq
Imports Python's built-in heap queue (priority queue) module.
heapq provides an efficient way to manage a heap (min-heap by default).

2. Defining the Function to Get the Kth Smallest Element
def kth_smallest(nums, k):
Defines a function kth_smallest that takes:
nums: A list of numbers.
k: The position (1-based) of the k-th smallest element to find.

3. Finding the K Smallest Elements
    return heapq.nsmallest(k, nums)[-1]
heapq.nsmallest(k, nums) returns the k smallest elements in the list nums, sorted in ascending order.
[-1] selects the last of these k smallest values — which is the k-th smallest.

Example:
heapq.nsmallest(3, [7, 10, 4, 3, 20, 15]) 
→ [3, 4, 7]
→ [-1] = 7


4. Printing the Result
print(kth_smallest([7, 10, 4, 3, 20, 15], 3))
Calls kth_smallest with k=3.

Prints the 3rd smallest element in the list [7, 10, 4, 3, 20, 15].

Output
7

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