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327. Count of Range Sum

Given an integer array nums and two integers lower and upper, return the number of range sums that lie in [lower, upper] inclusive.

Range sum S(i, j) is defined as the sum of the elements in nums between indices i and j inclusive, where i <= j.

Example 1:

Input: nums = [-2,5,-1], lower = -2, upper = 2
Output: 3
Explanation: The three ranges are: [0,0], [2,2], and [0,2] and their respective sums are: -2, -1, 2.

Example 2:

Input: nums = [0], lower = 0, upper = 0
Output: 1

Constraints:

  • 1 <= nums.length <= 105
  • -231 <= nums[i] <= 231 - 1
  • -105 <= lower <= upper <= 105
  • The answer is guaranteed to fit in a 32-bit integer.

Solutions (Python)

1. Solution

from sortedcontainers import SortedList


class Solution:
    def countRangeSum(self, nums: List[int], lower: int, upper: int) -> int:
        prefixsums = SortedList([0])
        prefixsum = 0
        ret = 0

        for i in range(len(nums)):
            prefixsum += nums[i]
            j = prefixsums.bisect_right(prefixsum - lower)
            k = prefixsums.bisect_left(prefixsum - upper)
            ret += j - k
            prefixsums.add(prefixsum)

        return ret