Fenwick Tree Linear Build in C++

Algorithms: Range Queries November 15, 2026 C++

A Fenwick tree stores partial sums so point additions and prefix queries take logarithmic time..

cpp
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#include <stdio.h>
#include <vector>
#include <algorithm>
#include <stdexcept>
#include <cstdint>
#include <limits>
// Fenwick Tree Linear Build in C++
//
// PURPOSE
// A Fenwick tree stores partial sums so point additions and prefix queries take logarithmic
// time.
//
// METHOD
// Copy each value into its one-based tree position, then propagate the completed partial sum
// to its Fenwick parent. Each node is propagated only once.
//
// COMPLEXITY
// O(n) build time and O(1) auxiliary space beyond caller-owned tree.
//
// CONTRACT
// tree has n+1 entries. Overwrites tree; sums fit signed 32-bit. Build once, then reuse with
// Fenwick Point Add and Fenwick Prefix Sum.
// 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 tree after call: [0, 1, 3, 3, 10].
// 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 fenwick_build(const std::vector<int>& a, std::vector<int>& tree) {
    alg_require(a.size() <= 1000000);
    alg_require(tree.size() <= 1000000);
    int n = (int)a.size();
    alg_require(((n >= 0) && (n <= 1000000)));
    alg_require(((int)a.size() == n));
    alg_require(((int)tree.size() == alg_add(n, 1)));
    int i = 0;
    int parent = 0;
    while ((i <= n)) {
        tree[i] = 0;
        i = alg_add(i, 1);
    }
    i = 1;
    while ((i <= n)) {
        tree[i] = alg_add(tree[i], a[alg_sub(i, 1)]);
        parent = alg_add(i, (i & alg_sub(0, i)));
        if ((parent <= n)) {
            tree[parent] = alg_add(tree[parent], tree[i]);
        }
        i = alg_add(i, 1);
    }
    return 0;
}

int main(void) {
    std::vector<int> a = {1, 2, 3, 4};
    std::vector<int> tree = {0, 0, 0, 0, 0};
    int result = fenwick_build(a, tree);
    printf("%d\n", result);
    // Expected tree: [0, 1, 3, 3, 10]
    for (int alg_print = 0; alg_print < 5; alg_print++) printf("%d ", tree[alg_print]);
    printf("\n");
    return 0;
}