Fenwick Point Add in C#

Algorithms: Range Queries November 15, 2026 csharp

A point addition updates only Fenwick partial sums containing that position..

csharp
 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
using System;
// Fenwick Point Add in C#
//
// PURPOSE
// A point addition updates only Fenwick partial sums containing that position.
//
// METHOD
// Convert the zero-based position to one-based, add delta, then repeatedly move to the
// parent by adding the lowest set bit.
//
// COMPLEXITY
// O(log n) time and O(1) auxiliary space.
//
// CONTRACT
// tree is an existing one-based Fenwick tree of length n+1. 0<=index<n. Mutates tree and
// returns 0. Sums must fit.
// 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 tree after call: [0, 1, 8, 3, 15].
// 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 fenwick_add(Span<int> tree, int index, int delta) {
        checked {
            int n = (tree.Length - 1);
            alg_require(((n >= 0) && (n <= 1000000)));
            alg_require((tree.Length == (n + 1)));
            alg_require(((index >= 0) && (index < n)));
            index = (index + 1);
            while ((index <= n)) {
                tree[index] = (tree[index] + delta);
                index = (index + (index & (-index)));
            }
            return 0;
        }
    }

    static void Main() {
        int[] tree = new int[] {0, 1, 3, 3, 10};
        int index = 1;
        int delta = 5;
        int result = fenwick_add(tree, index, delta);
        Console.WriteLine(result);
        // Expected tree: [0, 1, 8, 3, 15]
        Console.WriteLine("[" + string.Join(", ", tree) + "]");
    }
}