Kahn algorithm repeatedly removes vertices with no incoming edges.
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 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 | "use strict"; // Kahn Topological Cycle Detection in JavaScript // // PURPOSE // Kahn algorithm repeatedly removes vertices with no incoming edges. A directed graph has a // topological ordering exactly when all vertices can be removed this way. // // METHOD // Compute indegrees, queue every zero-indegree vertex, then remove its outgoing edges. // Enqueue a neighbor when its indegree becomes zero. Compare the number removed with n. // // COMPLEXITY // O(n squared) time with an adjacency matrix and O(n) auxiliary space. Adjacency lists give // O(V+E). // // CONTRACT // Flattened n by n 0/1 directed matrix. Returns 1 for a DAG and 0 for a cycle. Empty graph // is a DAG. This variant reports existence rather than returning an ordering. // 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: 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 is_dag(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 indegree = new Int32Array(alg_size(alg_add(n, 1))); let queue = new Int32Array(alg_size(alg_add(n, 1))); let u = 0; let v = 0; let head = 0; let tail = 0; while ((u < n)) { v = 0; while ((v < n)) { if ((graph[alg_add(alg_mul(u, n), v)] != 0)) { indegree[v] = alg_add(indegree[v], 1); } v = alg_add(v, 1); } u = alg_add(u, 1); } v = 0; while ((v < n)) { if ((indegree[v] == 0)) { queue[tail] = v; tail = alg_add(tail, 1); } v = alg_add(v, 1); } while ((head < tail)) { u = queue[head]; head = alg_add(head, 1); v = 0; while ((v < n)) { if ((graph[alg_add(alg_mul(u, n), v)] != 0)) { indegree[v] = alg_sub(indegree[v], 1); if ((indegree[v] == 0)) { queue[tail] = v; tail = alg_add(tail, 1); } } v = alg_add(v, 1); } } if ((tail == n)) { return 1; } return 0; } let graph = new Int32Array([0, 1, 0, 0, 0, 1, 0, 0, 0]); let n = 3; let result = is_dag(graph, n); console.log(result); |