LSD radix sort orders bounded nonnegative integers one byte at a time using stable counting passes..
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 | // LSD Radix Sort in Java // // PURPOSE // LSD radix sort orders bounded nonnegative integers one byte at a time using stable // counting passes. // // METHOD // For each of four base-256 digits, count occurrences, compute cumulative positions, then // distribute from right to left to preserve stability. // // COMPLEXITY // O(4(n+256)) time and O(n+256) auxiliary space for 32-bit keys. Stable. // // CONTRACT // Keys are nonnegative signed 32-bit integers. Sorts ascending in place, returns 0. // 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: [0, 1, 255, 256, 65536]. // 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 radix_sort(int[] a) { java.util.Objects.requireNonNull(a, "a"); int n = a.length; alg_require(((n >= 0) && (n <= 1000000))); alg_require((a.length == n)); for (int alg_i = 0; alg_i < a.length; alg_i++) { int alg_value = a[alg_i]; alg_require((alg_value >= 0)); } int[] output = new int[alg_size(Math.addExact(n, 1))]; int[] count = new int[alg_size(256)]; int divisor = 1; int digit = 0; int pass_index = 0; int i = 0; while ((pass_index < 4)) { i = 0; while ((i < 256)) { count[i] = 0; i = Math.addExact(i, 1); } i = 0; while ((i < n)) { digit = ((a[i] / divisor) % 256); count[digit] = Math.addExact(count[digit], 1); i = Math.addExact(i, 1); } i = 1; while ((i < 256)) { count[i] = Math.addExact(count[i], count[Math.subtractExact(i, 1)]); i = Math.addExact(i, 1); } i = Math.subtractExact(n, 1); while ((i >= 0)) { digit = ((a[i] / divisor) % 256); count[digit] = Math.subtractExact(count[digit], 1); output[count[digit]] = a[i]; i = Math.subtractExact(i, 1); } i = 0; while ((i < n)) { a[i] = output[i]; i = Math.addExact(i, 1); } pass_index = Math.addExact(pass_index, 1); if ((pass_index < 4)) { divisor = Math.multiplyExact(divisor, 256); } } return 0; } public static void main(String[] args) { int[] a = new int[] {256, 1, 65536, 0, 255}; int result = radix_sort(a); System.out.println(result); // Expected a: [0, 1, 255, 256, 65536] System.out.println(java.util.Arrays.toString(a)); } } |