LSD Radix Sort in C++

Algorithms: Sorting November 15, 2026 C++

LSD radix sort orders bounded nonnegative integers one byte at a time using stable counting passes..

cpp
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#include <stdio.h>
#include <vector>
#include <algorithm>
#include <stdexcept>
#include <cstdint>
#include <limits>
// LSD Radix Sort in C++
//
// 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
// 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: 0.
// Expected a after call: [0, 1, 255, 256, 65536].
// 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 radix_sort(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));
    for (int alg_i = 0; alg_i < (int)a.size(); alg_i++) {
        int alg_value = a[alg_i];
        alg_require((alg_value >= 0));
    }
    std::vector<int> output(alg_size(alg_add(n, 1)), 0);
    std::vector<int> count(alg_size(256), 0);
    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 = alg_add(i, 1);
        }
        i = 0;
        while ((i < n)) {
            digit = ((a[i] / divisor) % 256);
            count[digit] = alg_add(count[digit], 1);
            i = alg_add(i, 1);
        }
        i = 1;
        while ((i < 256)) {
            count[i] = alg_add(count[i], count[alg_sub(i, 1)]);
            i = alg_add(i, 1);
        }
        i = alg_sub(n, 1);
        while ((i >= 0)) {
            digit = ((a[i] / divisor) % 256);
            count[digit] = alg_sub(count[digit], 1);
            output[count[digit]] = a[i];
            i = alg_sub(i, 1);
        }
        i = 0;
        while ((i < n)) {
            a[i] = output[i];
            i = alg_add(i, 1);
        }
        pass_index = alg_add(pass_index, 1);
        if ((pass_index < 4)) {
            divisor = alg_mul(divisor, 256);
        }
    }
    return 0;
}

int main(void) {
    std::vector<int> a = {256, 1, 65536, 0, 255};
    int result = radix_sort(a);
    printf("%d\n", result);
    // Expected a: [0, 1, 255, 256, 65536]
    for (int alg_print = 0; alg_print < 5; alg_print++) printf("%d ", a[alg_print]);
    printf("\n");
    return 0;
}