Counting sort counts each possible key instead of comparing pairs.
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 | using System; // Counting Sort in C# // // PURPOSE // Counting sort counts each possible key instead of comparing pairs. It is efficient when // nonnegative integer keys occupy a small range. // // METHOD // Count occurrences in a frequency array, then write each key the recorded number of times. // The output prefix is sorted throughout reconstruction. // // COMPLEXITY // O(n + k) time and O(k) auxiliary space, where k = maximum + 1. This key-only version does // not demonstrate stable sorting of records. // // CONTRACT // All n values must be between 0 and maximum inclusive. Sorts in place and returns 0. A huge // maximum makes this approach unsuitable. // 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# / .NET 10: ReadOnlySpan<int> inputs, Span<int> outputs, primitive workspace arrays, // Array.BinarySearch for LIS, and checked integer arithmetic. Invalid arguments and overflow // throw exceptions. // // EXAMPLE // Expected return: 0. // Expected a after call: [1, 1, 3, 5]. // Run: Use Program.cs in a net10.0 console project; dotnet run. // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. class Program { static void alg_require(bool valid) { if (!valid) throw new ArgumentException("invalid algorithm input"); } static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; } static int counting_sort(Span<int> a, int maximum) { checked { int n = a.Length; alg_require(((n >= 0) && (n <= 1000000))); alg_require((a.Length == n)); alg_require(((maximum >= 0) && (maximum <= 1000000))); for (int alg_i = 0; alg_i < a.Length; alg_i++) { int alg_value = a[alg_i]; alg_require(((alg_value >= 0) && (alg_value <= maximum))); } int[] counts = new int[alg_size((maximum + 1))]; int i = 0; int value = 0; int out_value = 0; while ((i < n)) { counts[a[i]] = (counts[a[i]] + 1); i = (i + 1); } while ((value <= maximum)) { while ((counts[value] > 0)) { a[out_value] = value; out_value = (out_value + 1); counts[value] = (counts[value] - 1); } value = (value + 1); } return 0; } } static void Main() { int[] a = new int[] {5, 1, 3, 1}; int maximum = 5; int result = counting_sort(a, maximum); Console.WriteLine(result); Console.WriteLine("[" + string.Join(", ", a) + "]"); // Expected a: [1, 1, 3, 5] } } |