Given an integer array nums and an integer k, return the number of non-empty subarrays that have a sum divisible by k.
A subarray is a contiguous part of an array.
Example 1:
Input: nums = [4,5,0,-2,-3,1], k = 5 Output: 7 Explanation: There are 7 subarrays with a sum divisible by k = 5: [4, 5, 0, -2, -3, 1], [5], [5, 0], [5, 0, -2, -3], [0], [0, -2, -3], [-2, -3]
Example 2:
Input: nums = [5], k = 9 Output: 0
Constraints:
1 <= nums.length <= 3 * 104-104 <= nums[i] <= 1042 <= k <= 104// TLE Solution: O(n^2) => using (prefixSum[j]-prefixSum[i])%k==0
// class Solution {
// public:
// int subarraysDivByK(vector<int>& nums, int k) {
// int sum = 0, res = 0;
// for (int i=0; i<nums.size(); i++)
// if(!((nums[i]=sum+=nums[i])%k)) ++res;
// for(int i=0; i<nums.size()-1; i++)
// for(int j=i+1; j<nums.size(); j++)
// if(!((nums[j]-nums[i])%k)) ++res;
// return res;
// }
// };
// Optimised Solution: O(n) => using prefixSum[j]%k==prefixSum[i]%k
class Solution {
public:
int subarraysDivByK(vector<int>& nums, int k) {
int prefixMod = 0, res = 0;
vector<int> prefixModGrps(k,0); // keep count of similar remainder causing subarrays
prefixModGrps[0]=1; // take into account solo element subarrays that are itself divisible by k
for (int i=0; i<nums.size(); i++){
prefixMod=(prefixMod+nums[i]%k+k)%k;
res+=prefixModGrps[prefixMod]++; // can be used in combo with any other prefixSum that belongs to the same mod group
}
return res;
}
};class Solution {
public int subarraysDivByK(int[] nums, int k) {
int prefixSum = 0, res = 0;
int[] modMap = new int[k];
modMap[0] = 1;
for(int n: nums){
prefixSum = (prefixSum + n % k + k) % k;
res += modMap[prefixSum]++;
}
return res;
}
}