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 | // Counting Sort in Java // // 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 // Java 17+: primitive int arrays, Arrays.binarySearch for LIS, and Math exact arithmetic. // Invalid input throws IllegalArgumentException; arithmetic overflow throws // ArithmeticException. // // EXAMPLE // Expected return: 0. // Expected a after call: [1, 1, 3, 5]. // Run: javac AlgorithmExample.java && java AlgorithmExample // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. class AlgorithmExample { static void alg_require(boolean valid) { if (!valid) throw new IllegalArgumentException("invalid algorithm input"); } static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; } static int counting_sort(int[] a, int maximum) { java.util.Objects.requireNonNull(a, "a"); 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(Math.addExact(maximum, 1))]; int i = 0; int value = 0; int out = 0; while ((i < n)) { counts[a[i]] = Math.addExact(counts[a[i]], 1); i = Math.addExact(i, 1); } while ((value <= maximum)) { while ((counts[value] > 0)) { a[out] = value; out = Math.addExact(out, 1); counts[value] = Math.subtractExact(counts[value], 1); } value = Math.addExact(value, 1); } return 0; } public static void main(String[] args) { int[] a = new int[] {5, 1, 3, 1}; int maximum = 5; int result = counting_sort(a, maximum); System.out.println(result); System.out.println(java.util.Arrays.toString(a)); // Expected a: [1, 1, 3, 5] } } |