An inversion is a pair i
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 | #include <stdio.h> #include <vector> #include <algorithm> #include <stdexcept> #include <cstdint> #include <limits> // Merge Based Inversion Count in C++ // // PURPOSE // An inversion is a pair i<j with a[i]>a[j]. Counting them during merging avoids testing // every pair. // // METHOD // Merge sorted runs bottom up. Whenever a right-run value precedes a larger left-run value, // add the number of remaining left-run values. // // COMPLEXITY // O(n log n) time, O(n) auxiliary space. // // CONTRACT // Mutates input into sorted order. n <= 65536 so the inversion count fits signed 32-bit. // Public APIs infer array lengths except in C, which accepts pointer/length pairs. Vertex // counts and matrix dimensions remain explicit. Arrays must contain signed 32-bit integers. // Sorted order, correct tree topology, and caller-owned data-structure invariants are // preconditions; checking them on every query would change query complexity. // Scalar and shape checks are included. Value-range checks are included where needed to // prevent invalid indexing or nontermination. Allocation sizes are capped at 4,000,000 // workspace entries. Arithmetic outside Python raises an error on 32-bit overflow; Python // uses arbitrary precision. Native allocation failures propagate. In-place outputs may be // partly updated after arithmetic failure. These are single-threaded, in-memory // implementations. // // LANGUAGE DETAILS // C++17: const vector references for inputs, mutable references for outputs, RAII workspace, // standard lower_bound for LIS. Invalid inputs throw invalid_argument; overflow throws // overflow_error; allocation failure propagates bad_alloc. // // EXAMPLE // Expected return: 2. // Expected a after call: [1, 2, 3]. // Run: g++ -std=c++17 -O2 example.cpp -o example && ./example // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. static int alg_min(int a, int b) { return a < b ? a : b; } static int alg_max(int a, int b) { return a > b ? a : b; } static void alg_require(bool valid) { if (!valid) throw std::invalid_argument("invalid algorithm input"); } static int alg_checked(int64_t v) { if (v < INT32_MIN || v > INT32_MAX) throw std::overflow_error("32-bit result overflow"); return (int)v; } static int alg_add(int a,int b) { return alg_checked((int64_t)a+b); } static int alg_sub(int a,int b) { return alg_checked((int64_t)a-b); } static int alg_mul(int a,int b) { return alg_checked((int64_t)a*b); } static size_t alg_size(int n) { alg_require(n>=0 && n<=4000000); return (size_t)n; } int inversion_count(std::vector<int>& a) { alg_require(a.size() <= 1000000); int n = (int)a.size(); alg_require(((n >= 0) && (n <= 1000000))); alg_require(((int)a.size() == n)); alg_require((n <= 65536)); std::vector<int> buffer(alg_size(alg_add(n, 1)), 0); int width = 1; int left = 0; int mid = 0; int right = 0; int i = 0; int j = 0; int out = 0; int count = 0; while ((width < n)) { left = 0; while ((left < n)) { mid = alg_min(alg_add(left, width), n); right = alg_min(alg_add(left, alg_mul(2, width)), n); i = left; j = mid; out = left; while ((out < right)) { if (((i < mid) && ((j >= right) || (a[i] <= a[j])))) { buffer[out] = a[i]; i = alg_add(i, 1); } else { buffer[out] = a[j]; j = alg_add(j, 1); count = alg_add(count, alg_sub(mid, i)); } out = alg_add(out, 1); } left = alg_add(left, alg_mul(2, width)); } i = 0; while ((i < n)) { a[i] = buffer[i]; i = alg_add(i, 1); } width = alg_mul(width, 2); } return count; } int main(void) { std::vector<int> a = {3, 1, 2}; int result = inversion_count(a); printf("%d\n", result); // Expected a: [1, 2, 3] for (int alg_print = 0; alg_print < 3; alg_print++) printf("%d ", a[alg_print]); printf("\n"); return 0; } |