Count Subarrays With Score Less Than K

Problem

The score of an array is defined as the product of its sum and its length.

  • For example, the score of [1, 2, 3, 4, 5] is (1 + 2 + 3 + 4 + 5) * 5 = 75.

Given a positive integer array nums and an integer k, return the number of non-empty subarrays of nums whose score is strictly less than k.

A subarray is a contiguous sequence of elements within an array.

Example 1:

Input: nums = [2,1,4,3,5], k = 10
Output: 6
Explanation:
The 6 subarrays having scores less than 10 are:

- [2] with score 2 * 1 = 2.
- [1] with score 1 * 1 = 1.
- [4] with score 4 * 1 = 4.
- [3] with score 3 * 1 = 3.
- [5] with score 5 * 1 = 5.
- [2,1] with score (2 + 1) * 2 = 6.
Note that subarrays such as [1,4] and [4,3,5] are not considered because their scores are 10 and 36 respectively, while we need scores strictly less than 10.

Example 2:

Input: nums = [1,1,1], k = 5
Output: 5
Explanation:
Every subarray except [1,1,1] has a score less than 5.
[1,1,1] has a score (1 + 1 + 1) * 3 = 9, which is greater than 5.
Thus, there are 5 subarrays having scores less than 5.

Constraints:

  • 1 <= nums.length <= 105
  • 1 <= nums[i] <= 105
  • 1 <= k <= 1015

Solution

Note: this solution times out

class Solution {
    public long countSubarrays(int[] nums, long k) {
        var left = 0;
        var right = 0;
        var ans = 0;

        // we could pre-compute cumulative sum
        var sums = new int[nums.length];
        sums[0] = nums[0];
        for (var i = 1; i < nums.length; i++) {
            sums[i] = sums[i - 1] + nums[i];
        }

        while (left < nums.length) {
            var size = right - left + 1;
            var sum = sums[right] - sums[left] + nums[left];
            var score = sum * size;
            if (score < k) {
                ans += 1;
                if (right < nums.length - 1) {
                    right += 1;
                    continue;
                }
            }

            left += 1;
            right = left;
        }

        return ans;
    }
}

Recent posts from blogs that I like

AI assisted search-based research actually works now

via Simon Willison

Changing Paintings: 67 Circe and her swine

Ulysses visits Circe's island, where his crew are turned into swine. When she tries to do the same with him, he refuses. They marry and spend a year together.

via The Eclectic Light Company

I'm on GitHub Sponsors

If you wanted to give me money but Patreon was causing grief, I'm on GitHub Sponsors now! Help me reach my goal of saving the world from AI scrapers with the power of anime.

via Xe Iaso