Kosaraju Strongly Connected Components in JavaScript

Algorithms: Graph Algorithms November 15, 2026 javascript

Strongly connected components group vertices that can reach each other in both directions..

javascript
  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
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
"use strict";
// Kosaraju Strongly Connected Components in JavaScript
//
// PURPOSE
// Strongly connected components group vertices that can reach each other in both directions.
//
// METHOD
// First perform iterative DFS to record finishing order. Traverse vertices in reverse
// finishing order using incoming edges, counting each newly discovered component.
//
// COMPLEXITY
// O(n squared) time for the dense matrix and O(n) auxiliary space.
//
// CONTRACT
// Flattened n by n directed 0/1 matrix. Returns number of components; empty graph returns
// zero.
// 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 scc_count(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 seen = new Int32Array(alg_size(alg_add(n, 1)));
    let stack = new Int32Array(alg_size(alg_add(n, 1)));
    let next_vertex = new Int32Array(alg_size(alg_add(n, 1)));
    let order = new Int32Array(alg_size(alg_add(n, 1)));
    let source = 0;
    let top = 0;
    let finished = 0;
    let u = 0;
    let v = 0;
    let count = 0;
    while ((source < n)) {
        if ((seen[source] == 0)) {
            stack[0] = source;
            top = 1;
            seen[source] = 1;
            while ((top > 0)) {
                u = stack[alg_sub(top, 1)];
                if ((next_vertex[u] == n)) {
                    order[finished] = u;
                    finished = alg_add(finished, 1);
                    top = alg_sub(top, 1);
                } else {
                    v = next_vertex[u];
                    next_vertex[u] = alg_add(next_vertex[u], 1);
                    if (((graph[alg_add(alg_mul(u, n), v)] != 0) && (seen[v] == 0))) {
                        seen[v] = 1;
                        stack[top] = v;
                        top = alg_add(top, 1);
                    }
                }
            }
        }
        source = alg_add(source, 1);
    }
    source = 0;
    while ((source < n)) {
        seen[source] = 0;
        source = alg_add(source, 1);
    }
    while ((finished > 0)) {
        finished = alg_sub(finished, 1);
        source = order[finished];
        if ((seen[source] == 0)) {
            count = alg_add(count, 1);
            stack[0] = source;
            top = 1;
            seen[source] = 1;
            while ((top > 0)) {
                top = alg_sub(top, 1);
                u = stack[top];
                v = 0;
                while ((v < n)) {
                    if (((graph[alg_add(alg_mul(v, n), u)] != 0) && (seen[v] == 0))) {
                        seen[v] = 1;
                        stack[top] = v;
                        top = alg_add(top, 1);
                    }
                    v = alg_add(v, 1);
                }
            }
        }
    }
    return count;
}

let graph = new Int32Array([0, 1, 0, 1, 0, 1, 0, 0, 0]);
let n = 3;
let result = scc_count(graph, n);
console.log(result);