A monotonic deque returns every fixed-window maximum in linear 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 81 82 83 84 | <?php declare(strict_types=1); // Monotonic Deque Sliding Maximum in PHP // // PURPOSE // A monotonic deque returns every fixed-window maximum in linear time. // // METHOD // Keep candidate indices in decreasing value order. Discard expired indices from the front // and dominated candidates from the back; the front is the current maximum. // // COMPLEXITY // O(n) time; O(n) allocated index-buffer space in this linear-buffer implementation, with at // most k live candidates. // // CONTRACT // 1 <= k <= n. output has n-k+1 entries. Writes maximum values and returns output length. // 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: 6. // Expected output after call: [3, 3, 5, 5, 6, 7]. // 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 sliding_maximum(array $a, int $k, array &$output): int { alg_require(array_is_list($a)); alg_require(array_is_list($output)); $n = count($a); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((count($a) == $n)); alg_require((count($output) == alg_add(alg_sub($n, $k), 1))); alg_require((($k >= 1) && ($k <= $n))); $queue = array_fill(0, alg_size($n), 0); $head = 0; $tail = 0; $i = 0; while (($i < $n)) { while ((($head < $tail) && ($queue[$head] <= alg_sub($i, $k)))) { $head = alg_add($head, 1); } while ((($head < $tail) && ($a[$queue[alg_sub($tail, 1)]] <= $a[$i]))) { $tail = alg_sub($tail, 1); } $queue[$tail] = $i; $tail = alg_add($tail, 1); if (($i >= alg_sub($k, 1))) { $output[alg_add(alg_sub($i, $k), 1)] = $a[$queue[$head]]; } $i = alg_add($i, 1); } return alg_add(alg_sub($n, $k), 1); } $a = [1, 3, -1, -3, 5, 3, 6, 7]; $k = 3; $output = [0, 0, 0, 0, 0, 0]; $result = sliding_maximum($a, $k, $output); echo $result, PHP_EOL; // Expected output: [3, 3, 5, 5, 6, 7] echo json_encode($output), PHP_EOL; |