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Range Sum of Sorted Subarray Sums

Aug 05, 2024 pm 08:29 PM

Range Sum of Sorted Subarray Sums

1508. Range Sum of Sorted Subarray Sums

Medium

You are given the array nums consisting of n positive integers. You computed the sum of all non-empty continuous subarrays from the array and then sorted them in non-decreasing order, creating a new array of n * (n + 1) / 2 numbers.

Return the sum of the numbers from index left to index right (indexed from 1), inclusive, in the new array. Since the answer can be a huge number return it modulo 109 + 7.

Example 1:

  • Input: nums = [1,2,3,4], n = 4, left = 1, right = 5
  • Output: 13
  • Explanation: All subarray sums are 1, 3, 6, 10, 2, 5, 9, 3, 7, 4. After sorting them in non-decreasing order we have the new array [1, 2, 3, 3, 4, 5, 6, 7, 9, 10]. The sum of the numbers from index le = 1 to ri = 5 is 1 + 2 + 3 + 3 + 4 = 13.

Example 2:

  • Input: nums = [1,2,3,4], n = 4, left = 3, right = 4
  • Output: 6
  • Explanation: The given array is the same as example 1. We have the new array [1, 2, 3, 3, 4, 5, 6, 7, 9, 10]. The sum of the numbers from index le = 3 to ri = 4 is 3 + 3 = 6.

Example 3:

  • Input: nums = [1,2,3,4], n = 4, left = 1, right = 10
  • Output: 50

Constraints:

  • n == nums.length
  • 1 <= nums.length <= 1000
  • 1 <= nums[i] <= 100
  • 1 <= left <= right <= n * (n + 1) / 2

Hint:

  1. Compute all sums and save it in array.
  2. Then just go from LEFT to RIGHT index and calculate answer modulo 1e9 + 7.

Solution:

To solve this problem, we can follow these steps:

  1. Generate all possible sums of non-empty continuous subarrays.
  2. Sort the resulting array of sums.
  3. Calculate the sum of the elements from the left index to the right index (1-based).
  4. Return the result modulo 109 + 7.

Let's implement this solution in PHP: 1508. Range Sum of Sorted Subarray Sums






Explanation:

  1. Generating Subarray Sums:

    • Iterate through each starting index i of the subarray.
    • For each starting index i, compute the sum of subarrays ending at index j (where j >= i).
    • Append each computed subarray sum to the $sums array.
  2. Sorting the Sums:

    • Use PHP's sort() function to sort the $sums array in non-decreasing order.
  3. Summing the Required Range:

    • Iterate from the left-1 index to the right-1 index (since the problem uses 1-based indexing).
    • Accumulate the sum of the elements in this range, taking care to use modulo 109 + 7 to avoid overflow.

This solution efficiently generates all subarray sums, sorts them, and computes the required range sum as specified.

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