Prefix sums turn a range sum into a subtraction.
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 | <?php declare(strict_types=1); // Prefix Sum Range Query in PHP // // PURPOSE // Prefix sums turn a range sum into a subtraction. The preprocessed prefix at index i stores // the sum of all elements before i. // // METHOD // Build prefix[i+1] = prefix[i] + a[i]. For inclusive bounds left and right, subtract // prefix[left] from prefix[right+1]. Build once and reuse the prefix for many queries in a // real application. // // COMPLEXITY // O(n) preprocessing and O(n) space; each query after preprocessing is O(1). This self- // contained function includes preprocessing on every call. // // CONTRACT // 0 <= left <= right < n. Returns the inclusive range sum. All prefix totals must fit. // 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. // 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 range_sum(array $a, int $left, int $right): int { alg_require(array_is_list($a)); $n = count($a); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((count($a) == $n)); alg_require((($left >= 0) && ($left <= $right) && ($right < $n))); $prefix = array_fill(0, alg_size(alg_add($n, 1)), 0); $i = 0; while (($i < $n)) { $prefix[alg_add($i, 1)] = alg_add($prefix[$i], $a[$i]); $i = alg_add($i, 1); } return alg_sub($prefix[alg_add($right, 1)], $prefix[$left]); } $a = [2, 4, -1, 3]; $left = 1; $right = 3; $result = range_sum($a, $left, $right); echo $result, PHP_EOL; |