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

Watching o3 guess a photo's location is surreal, dystopian and wildly entertaining

via Simon Willison

Pre-Raphaelite landscapes of John Brett: 1 Travels

A relatively latecomer, he started painting Pre-Raphaelite landscapes in 1856, with stunning results in the Alps, and his monumental view of Florence, but those proved unsuccessful.

via The Eclectic Light Company

Sometimes the reason you can’t find people you resonate with is because you misread the ones you meet

Sometimes two people will stand next to each other for fifteen years, both feeling out of place and alone, like no one gets them, and then one day, they look up at each other and say, “Oh, there you are.”

via Henrik Karlsson