/*** @file* @brief [Subset-sum](https://en.wikipedia.org/wiki/Subset_sum_problem) (only* continuous subsets) problem* @details We are given an array and a sum value. The algorithms find all* the subarrays of that array with sum equal to the given sum and return such* subarrays count. This approach will have \f$O(n)\f$ time complexity and* \f$O(n)\f$ space complexity. NOTE: In this problem, we are only referring to* the continuous subsets as subarrays everywhere. Subarrays can be created* using deletion operation at the end of the front of an array only. The parent* array is also counted in subarrays having 0 number of deletion operations.** @author [Swastika Gupta](https://github.com/Swastyy)*/#include <cassert> /// for assert#include <cstdint>#include <iostream> /// for IO operations#include <unordered_map> /// for unordered_map#include <vector> /// for std::vector/*** @namespace backtracking* @brief Backtracking algorithms*/namespace backtracking {/*** @namespace subarray_sum* @brief Functions for the [Subset* sum](https://en.wikipedia.org/wiki/Subset_sum_problem) implementation*/namespace subarray_sum {/*** @brief The main function that implements the count of the subarrays* @param sum is the required sum of any subarrays* @param in_arr is the input array* @returns count of the number of subsets with required sum*/uint64_t subarray_sum(int64_t sum, const std::vector<int64_t> &in_arr) {int64_t nelement = in_arr.size();int64_t count_of_subset = 0;int64_t current_sum = 0;std::unordered_map<int64_t, int64_t>sumarray; // to store the subarrays count// frequency having some sum valuefor (int64_t i = 0; i < nelement; i++) {current_sum += in_arr[i];if (current_sum == sum) {count_of_subset++;}// If in case current_sum is greater than the required sumif (sumarray.find(current_sum - sum) != sumarray.end()) {count_of_subset += (sumarray[current_sum - sum]);}sumarray[current_sum]++;}return count_of_subset;}} // namespace subarray_sum} // namespace backtracking/*** @brief Self-test implementations* @returns void*/static void test() {// 1st teststd::cout << "1st test ";std::vector<int64_t> array1 = {-7, -3, -2, 5, 8}; // input arrayassert(backtracking::subarray_sum::subarray_sum(0, array1) ==1); // first argument in subarray_sum function is the required sum and// second is the input array, answer is the subarray {(-3,-2,5)}std::cout << "passed" << std::endl;// 2nd teststd::cout << "2nd test ";std::vector<int64_t> array2 = {1, 2, 3, 3};assert(backtracking::subarray_sum::subarray_sum(6, array2) ==2); // here we are expecting 2 subsets which sum up to 6 i.e.// {(1,2,3),(3,3)}std::cout << "passed" << std::endl;// 3rd teststd::cout << "3rd test ";std::vector<int64_t> array3 = {1, 1, 1, 1};assert(backtracking::subarray_sum::subarray_sum(1, array3) ==4); // here we are expecting 4 subsets which sum up to 1 i.e.// {(1),(1),(1),(1)}std::cout << "passed" << std::endl;// 4rd teststd::cout << "4th test ";std::vector<int64_t> array4 = {3, 3, 3, 3};assert(backtracking::subarray_sum::subarray_sum(6, array4) ==3); // here we are expecting 3 subsets which sum up to 6 i.e.// {(3,3),(3,3),(3,3)}std::cout << "passed" << std::endl;// 5th teststd::cout << "5th test ";std::vector<int64_t> array5 = {};assert(backtracking::subarray_sum::subarray_sum(6, array5) ==0); // here we are expecting 0 subsets which sum up to 6 i.e. we// cannot select anything from an empty arraystd::cout << "passed" << std::endl;}/*** @brief Main function* @returns 0 on exit*/int main() {test(); // run self-test implementationsreturn 0;}
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