LCS finds the longest sequence appearing in two inputs in the same order, with gaps allowed.
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 | "use strict"; // Longest Common Subsequence in JavaScript // // PURPOSE // LCS finds the longest sequence appearing in two inputs in the same order, with gaps // allowed. It is a foundation for comparison tools. // // METHOD // Use one row of prefix lengths and retain the previous diagonal in a scalar. Equal tokens // extend the diagonal; otherwise choose the best result from above or left. // // 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 token sequences. Returns length only. Empty inputs are valid. Only one // row of the dynamic program is retained. // 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 // Node.js 18+: Int32Array inputs and workspaces provide compact integer storage. Automatic // lengths and checked arithmetic reject values outside signed 32-bit. Invalid inputs or // overflow throw RangeError. // // EXAMPLE // Expected return: 2. // Run: node example.js // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. function alg_require(valid) { if (!valid) throw new RangeError("invalid algorithm input"); } function alg_checked(v) { if (!Number.isInteger(v) || v < -2147483648 || v > 2147483647) throw new RangeError("32-bit result overflow"); return v; } function alg_add(a,b) { return alg_checked(a+b); } function alg_sub(a,b) { return alg_checked(a-b); } function alg_mul(a,b) { return alg_checked(a*b); } function alg_size(n) { alg_require(Number.isInteger(n) && n>=0 && n<=4000000); return n; } function lcs_length(a, b) { alg_require(a instanceof Int32Array); alg_require(b instanceof Int32Array); let n = a.length; let m = b.length; alg_require(((n >= 0) && (n <= 1000000))); alg_require(((m >= 0) && (m <= 1000000))); alg_require((a.length == n)); alg_require((b.length == m)); if (n < m) return lcs_length(b, a); let dp = new Int32Array(alg_size(alg_add(m, 1))); let i = 0; let j = 0; let diagonal = 0; let old = 0; while ((i < n)) { diagonal = 0; j = 1; while ((j <= m)) { old = dp[j]; if ((a[i] == b[alg_sub(j, 1)])) { dp[j] = alg_add(diagonal, 1); } else { dp[j] = Math.max(dp[j], dp[alg_sub(j, 1)]); } diagonal = old; j = alg_add(j, 1); } i = alg_add(i, 1); } return dp[m]; } let a = new Int32Array([1, 2, 3]); let b = new Int32Array([2, 3, 4]); let result = lcs_length(a, b); console.log(result); |