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 | using System; // Longest Common Subsequence in C# // // 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 // C# / .NET 10: ReadOnlySpan<int> inputs, Span<int> outputs, primitive workspace arrays, // Array.BinarySearch for LIS, and checked integer arithmetic. Invalid arguments and overflow // throw exceptions. // // EXAMPLE // Expected return: 2. // Run: Use Program.cs in a net10.0 console project; dotnet run. // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. class Program { static void alg_require(bool valid) { if (!valid) throw new ArgumentException("invalid algorithm input"); } static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; } static int lcs_length(ReadOnlySpan<int> a, ReadOnlySpan<int> b) { checked { int n = a.Length; int 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); int[] dp = new int[alg_size((m + 1))]; int i = 0; int j = 0; int diagonal = 0; int old = 0; while ((i < n)) { diagonal = 0; j = 1; while ((j <= m)) { old = dp[j]; if ((a[i] == b[(j - 1)])) { dp[j] = (diagonal + 1); } else { dp[j] = Math.Max(dp[j], dp[(j - 1)]); } diagonal = old; j = (j + 1); } i = (i + 1); } return dp[m]; } } static void Main() { int[] a = new int[] {1, 2, 3}; int[] b = new int[] {2, 3, 4}; int result = lcs_length(a, b); Console.WriteLine(result); } } |