Katkat

Find the Earliest Contiguous Removal That Balances Index Sums

ByteDanceSoftware Engineer · Technical Screen

Last updated

This problem tests array manipulation, prefix sums, and index tracking while handling state changes caused by subarray removal.

Problem Statement

Given an integer array nums and an integer k, you need to remove a contiguous subarray of length k. After the removal, the remaining elements are concatenated, and their indices are recalculated (from 0 to n-k-1). Your goal is to find the starting index of the earliest contiguous subarray of length k such that the sum of elements at even indices equals the sum of elements at odd indices in the resulting array.

Return the smallest starting index i (0 int:`

Examples

Example 1: Input: nums = [2, 1, 6, 4], k = 1

  • Remove index 0: [1, 6, 4]. Even sums (index 0+2): 1+4=5. Odd sums (index 1): 6. (5 != 6)
  • Remove index 1: [2, 6, 4]. Even sums: 2+4=6. Odd sums: 6. (6 == 6). Return 1.

Example 2: Input: nums = [1, 1, 1], k = 1

  • Remove index 0: [1, 1]. Even: 1. Odd: 1. Return 0.

Constraints

  • n = len(nums)
  • 1 <= k < n <= 10^5
  • -10^4 <= nums[i] <= 10^4

Edge Cases

  • Array length equals k+1.
  • No solution exists.
  • Removing the subarray leaves an empty list or a list of size 1.

Hints

Hint 1

Observe how the parity of indices changes for the suffix elements after removing a block of length k; if k is even, parity remains the same, but if k is odd, all suffix elements flip their parity.

Hint 2

Precompute prefix sums for even-indexed and odd-indexed elements separately to calculate the parity sums of any prefix or suffix in O(1) time.

Hint 3

Iterate through all possible starting indices `i` and use the precomputed prefix sums to calculate the new even and odd sums in constant time per index.

Follow-up questions

  • How would you optimize the space complexity if you are not allowed to use O(n) auxiliary space?
  • If the array is extremely large and streaming, could you find the index without precomputing all prefix sums?
  • What changes if the problem asks for the removal of a subarray of *any* length `k` where `k` is fixed, but you are not given `k` initially?