Strongly connected components group vertices that can reach each other in both directions..
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 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 | <?php declare(strict_types=1); // Kosaraju Strongly Connected Components in PHP // // PURPOSE // Strongly connected components group vertices that can reach each other in both directions. // // METHOD // First perform iterative DFS to record finishing order. Traverse vertices in reverse // finishing order using incoming edges, counting each newly discovered component. // // COMPLEXITY // O(n squared) time for the dense matrix and O(n) auxiliary space. // // CONTRACT // Flattened n by n directed 0/1 matrix. Returns number of components; empty graph returns // zero. // 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: 2. // 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 scc_count(array $graph, int $n): int { alg_require(array_is_list($graph)); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((count($graph) == alg_mul($n, $n))); $seen = array_fill(0, alg_size(alg_add($n, 1)), 0); $stack = array_fill(0, alg_size(alg_add($n, 1)), 0); $next_vertex = array_fill(0, alg_size(alg_add($n, 1)), 0); $order = array_fill(0, alg_size(alg_add($n, 1)), 0); $source = 0; $top = 0; $finished = 0; $u = 0; $v = 0; $count = 0; while (($source < $n)) { if (($seen[$source] == 0)) { $stack[0] = $source; $top = 1; $seen[$source] = 1; while (($top > 0)) { $u = $stack[alg_sub($top, 1)]; if (($next_vertex[$u] == $n)) { $order[$finished] = $u; $finished = alg_add($finished, 1); $top = alg_sub($top, 1); } else { $v = $next_vertex[$u]; $next_vertex[$u] = alg_add($next_vertex[$u], 1); if ((($graph[alg_add(alg_mul($u, $n), $v)] != 0) && ($seen[$v] == 0))) { $seen[$v] = 1; $stack[$top] = $v; $top = alg_add($top, 1); } } } } $source = alg_add($source, 1); } $source = 0; while (($source < $n)) { $seen[$source] = 0; $source = alg_add($source, 1); } while (($finished > 0)) { $finished = alg_sub($finished, 1); $source = $order[$finished]; if (($seen[$source] == 0)) { $count = alg_add($count, 1); $stack[0] = $source; $top = 1; $seen[$source] = 1; while (($top > 0)) { $top = alg_sub($top, 1); $u = $stack[$top]; $v = 0; while (($v < $n)) { if ((($graph[alg_add(alg_mul($v, $n), $u)] != 0) && ($seen[$v] == 0))) { $seen[$v] = 1; $stack[$top] = $v; $top = alg_add($top, 1); } $v = alg_add($v, 1); } } } } return $count; } $graph = [0, 1, 0, 1, 0, 1, 0, 0, 0]; $n = 3; $result = scc_count($graph, $n); echo $result, PHP_EOL; |