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 79 80 | <?php declare(strict_types=1); // Fenwick Tree Linear Build in PHP // // 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 // PHP 8.1+ on a 64-bit runtime: packed arrays, strict scalar types, read-only inputs by // value using copy-on-write, references only for outputs, and checked 32-bit arithmetic. // Invalid input and overflow throw exceptions. PHP arrays have higher overhead than native // packed buffers in C/Java. // // EXAMPLE // Expected return: 0. // Expected tree after call: [0, 1, 3, 3, 10]. // Run: php example.php // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. function alg_require(bool $valid): void { if (!$valid) throw new InvalidArgumentException("invalid algorithm input"); } function alg_checked(int|float $v): int { if ($v < -2147483648 || $v > 2147483647 || floor($v) != $v) throw new OverflowException("32-bit result overflow"); return (int)$v; } function alg_add(int $a,int $b): int { return alg_checked($a+$b); } function alg_sub(int $a,int $b): int { return alg_checked($a-$b); } function alg_mul(int $a,int $b): int { return alg_checked($a*$b); } function alg_size(int $n): int { alg_require($n>=0 && $n<=4000000); return $n; } function fenwick_build(array $a, array &$tree): int { alg_require(array_is_list($a)); alg_require(array_is_list($tree)); $n = count($a); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((count($a) == $n)); alg_require((count($tree) == alg_add($n, 1))); $i = 0; $parent = 0; while (($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; } $a = [1, 2, 3, 4]; $tree = [0, 0, 0, 0, 0]; $result = fenwick_build($a, $tree); echo $result, PHP_EOL; // Expected tree: [0, 1, 3, 3, 10] echo json_encode($tree), PHP_EOL; |