Edit distance counts the minimum unit-cost insertions, deletions, and substitutions needed to turn one token sequence into another..
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 | <?php declare(strict_types=1); // Levenshtein Edit Distance in PHP // // PURPOSE // Edit distance counts the minimum unit-cost insertions, deletions, and substitutions needed // to turn one token sequence into another. // // METHOD // Retain one row and the previous diagonal. Equal tokens keep the diagonal distance. // Different tokens add one to the cheapest deletion, insertion, or substitution. // // COMPLEXITY // O(nm) time and O(min(n,m)) auxiliary space. The public function automatically orients the // shorter input as its work row. // // CONTRACT // Inputs are integer tokens. For text, tokenize consistently before calling; Unicode // normalization and grapheme rules are separate concerns. Returns distance only. // 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 edit_distance(array $a, array $b): int { alg_require(array_is_list($a)); alg_require(array_is_list($b)); $n = count($a); $m = count($b); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((($m >= 0) && ($m <= 1000000))); alg_require((count($a) == $n)); alg_require((count($b) == $m)); if ($n < $m) return edit_distance($b, $a); $dp = array_fill(0, alg_size(alg_add($m, 1)), 0); $i = 0; $j = 0; $diagonal = 0; $old = 0; while (($j <= $m)) { $dp[$j] = $j; $j = alg_add($j, 1); } while (($i < $n)) { $diagonal = $dp[0]; $dp[0] = alg_add($i, 1); $j = 1; while (($j <= $m)) { $old = $dp[$j]; if (($a[$i] == $b[alg_sub($j, 1)])) { $dp[$j] = $diagonal; } else { $dp[$j] = alg_add(1, min($dp[$j], min($dp[alg_sub($j, 1)], $diagonal))); } $diagonal = $old; $j = alg_add($j, 1); } $i = alg_add($i, 1); } return $dp[$m]; } $a = [1, 2, 3]; $b = [1, 4, 3, 5]; $result = edit_distance($a, $b); echo $result, PHP_EOL; |