A Fenwick tree stores partial sums so point additions and prefix queries take logarithmic time..
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 | "use strict"; // Fenwick Tree Linear Build in JavaScript // // 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 // Node.js 18+: Int32Array inputs and workspaces provide compact integer storage. Automatic // lengths and checked arithmetic reject values outside signed 32-bit. Invalid inputs or // overflow throw RangeError. // // EXAMPLE // Expected return: 0. // Expected tree after call: [0, 1, 3, 3, 10]. // Run: node example.js // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. function alg_require(valid) { if (!valid) throw new RangeError("invalid algorithm input"); } function alg_checked(v) { if (!Number.isInteger(v) || v < -2147483648 || v > 2147483647) throw new RangeError("32-bit result overflow"); return v; } function alg_add(a,b) { return alg_checked(a+b); } function alg_sub(a,b) { return alg_checked(a-b); } function alg_mul(a,b) { return alg_checked(a*b); } function alg_size(n) { alg_require(Number.isInteger(n) && n>=0 && n<=4000000); return n; } function fenwick_build(a, tree) { alg_require(a instanceof Int32Array); alg_require(tree instanceof Int32Array); let n = a.length; alg_require(((n >= 0) && (n <= 1000000))); alg_require((a.length == n)); alg_require((tree.length == alg_add(n, 1))); let i = 0; let 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; } let a = new Int32Array([1, 2, 3, 4]); let tree = new Int32Array([0, 0, 0, 0, 0]); let result = fenwick_build(a, tree); console.log(result); // Expected tree: [0, 1, 3, 3, 10] console.log(Array.from(tree)); |