Transitive closure records whether every vertex can reach every other vertex.
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 | "use strict"; // Warshall Transitive Closure in JavaScript // // PURPOSE // Transitive closure records whether every vertex can reach every other vertex. Warshall is // the Boolean counterpart of Floyd-Warshall. // // METHOD // Mark each vertex reachable from itself. For every intermediate k, mark i-to-j reachable // whenever i reaches k and k reaches j. The matrix accumulates reachability through the // processed intermediates. // // COMPLEXITY // O(n cubed) time and O(1) auxiliary space beyond the caller-owned matrix. // // CONTRACT // Mutates a flattened n by n 0/1 adjacency matrix to reflexive transitive closure. Returns // 0. A vertex reaches itself via a path of zero edges. // 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: 0. // Expected graph after call: [1, 1, 1, 0, 1, 1, 0, 0, 1]. // 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 transitive_closure(graph, n) { alg_require(graph instanceof Int32Array); alg_require(Number.isInteger(n) && n >= -2147483648 && n <= 2147483647); alg_require(((n >= 0) && (n <= 1000000))); alg_require((graph.length == alg_mul(n, n))); let i = 0; let j = 0; let k = 0; while ((i < n)) { graph[alg_add(alg_mul(i, n), i)] = 1; i = alg_add(i, 1); } while ((k < n)) { i = 0; while ((i < n)) { j = 0; while ((j < n)) { if (((graph[alg_add(alg_mul(i, n), k)] != 0) && (graph[alg_add(alg_mul(k, n), j)] != 0))) { graph[alg_add(alg_mul(i, n), j)] = 1; } j = alg_add(j, 1); } i = alg_add(i, 1); } k = alg_add(k, 1); } return 0; } let graph = new Int32Array([0, 1, 0, 0, 0, 1, 0, 0, 0]); let n = 3; let result = transitive_closure(graph, n); console.log(result); console.log(graph); // Expected graph: [1, 1, 1, 0, 1, 1, 0, 0, 1] |