Quickselect finds a zero-based order statistic without fully sorting the input..
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 | #include <stdio.h> #include <vector> #include <algorithm> #include <stdexcept> #include <cstdint> #include <limits> // Quickselect in C++ // // PURPOSE // Quickselect finds a zero-based order statistic without fully sorting the input. // // METHOD // Partition around the middle-position pivot using a three-way partition. Retain only the // side containing rank k, or return the pivot when k lies in the equal region. // // COMPLEXITY // O(n) expected time for random input; O(n squared) worst case for this deterministic pivot. // O(1) auxiliary space. // // CONTRACT // 0 <= k < n. Mutates input. Returns the kth smallest value, counting duplicates. // 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: 5. // Expected a after call: [2, 2, 5, 7, 9]. // 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 quickselect(std::vector<int>& a, int k) { alg_require(a.size() <= 1000000); int n = (int)a.size(); alg_require(((n >= 0) && (n <= 1000000))); alg_require(((int)a.size() == n)); alg_require(((k >= 0) && (k < n))); int low = 0; int high = alg_sub(n, 1); int left = 0; int mid = 0; int right = 0; int pivot = 0; int temp = 0; while ((low <= high)) { pivot = a[alg_add(low, (alg_sub(high, low) / 2))]; left = low; mid = low; right = high; while ((mid <= right)) { if ((a[mid] < pivot)) { temp = a[left]; a[left] = a[mid]; a[mid] = temp; left = alg_add(left, 1); mid = alg_add(mid, 1); } else { if ((a[mid] > pivot)) { temp = a[mid]; a[mid] = a[right]; a[right] = temp; right = alg_sub(right, 1); } else { mid = alg_add(mid, 1); } } } if ((k < left)) { high = alg_sub(left, 1); } else { if ((k > right)) { low = alg_add(right, 1); } else { return pivot; } } } return alg_sub(0, 1); } int main(void) { std::vector<int> a = {7, 2, 9, 2, 5}; int k = 2; int result = quickselect(a, k); printf("%d\n", result); // Expected a: [2, 2, 5, 7, 9] for (int alg_print = 0; alg_print < 5; alg_print++) printf("%d ", a[alg_print]); printf("\n"); return 0; } |