Katkat

Find minimum swaps to sort array with duplicates

Akuna CapitalData Scientist · Online Assessment

Last updated

This question evaluates array manipulation and permutation-based reasoning for minimizing swap operations, including handling of duplicate values and performance considerations, within the Coding & Algorithms domain for a Data Scientist role.

Problem

Given an integer array nums of length n that may contain duplicate values, you may perform swaps where you choose any two indices i and j and swap nums[i] and nums[j].

Return the minimum number of swaps required to reorder nums into non-decreasing order.

Input

  • An integer array nums.

Output

  • An integer: the minimum number of swaps needed to make nums sorted in non-decreasing order.

Constraints

  • 1 <= n <= 2 * 10^5
  • -10^9 <= nums[i] <= 10^9

Notes

  • Because duplicates exist, there can be multiple valid sorted targets; your answer should be the minimum swaps over all valid ways to reach a sorted array.

Examples

  1. nums = [2, 1, 2] → sorted form is [1, 2, 2], answer 1 (swap indices 0 and 1).
  2. nums = [1, 5, 1, 5] → answer 1 (swap the two middle elements to get [1,1,5,5]).