Graphology Simple Path

Simple path related functions to be used with graphology. A “simple path” is a path where a node is not repeated.

Installation

npm install graphology-simple-path

Usage

allSimplePaths
allSimpleEdgePaths
allSimpleEdgeGroupPaths

allSimplePaths

Collects every simple path between a source and a target node in the given graph.

Note that this function also works with cycles.

import {allSimplePaths} from 'graphology-simple-path';

const graph = new Graph();
graph.mergeEdge('1', '2');
graph.mergeEdge('1', '3');
graph.mergeEdge('2', '3');

const paths = allSimplePaths(graph, '1', '3');
>>> [
  ['1', '3'],
  ['1', '2', '3']
]

// To get cycles, just pass same source & target
const cycles = allSimplePaths(graph, '1', '1');

// To limit traversal to a certain depth
const limitedPaths = allSimplePaths(graph, '1', '3', {maxDepth: 2});

Arguments

graph Graph: target graph.
source string: source node.
target string: target node.
options ?object: options:
- maxDepth ?number: max traversal depth (default - no limit).

allSimpleEdgePaths

Collects every simple path, represented by the followed edges, between a source and a target node in the given graph.

Note that this function also works with cycles but does not work with multi graphs yet.

import {allSimpleEdgePaths} from 'graphology-simple-path';

const graph = new Graph();
graph.mergeEdgeWithKey('1->2', '1', '2');
graph.mergeEdgeWithKey('1->3', '1', '3');
graph.mergeEdgeWithKey('2->3', '2', '3');

const paths = allSimpleEdgePaths(graph, '1', '3');
>>> [
  ['1->3'],
  ['1->2', '2->3']
]

// To get cycles, just pass same source & target
const cycles = allSimpleEdgePaths(graph, '1', '1');

// To limit traversal to a certain depth
const limitedPaths = allSimpleEdgePaths(graph, '1', '3', {maxDepth: 2});

Arguments

graph Graph: target graph.
source string: source node.
target string: target node.
options ?object: options:
- maxDepth ?number: max traversal depth (default - no limit).

allSimpleEdgeGroupPaths

Collects every simple path, represented by groups of equivalent followed edges, between a source and a target node in the given multi graph.

Note that this function also works with cycles and that, even if it can work with a simple graph, it has not be designed to be useful in this case.

import {allSimpleEdgeGroupPaths} from 'graphology-simple-path';

const graph = new Graph();
graph.mergeEdgeWithKey('1->2a', '1', '2');
graph.mergeEdgeWithKey('1->2b', '1', '2');
graph.mergeEdgeWithKey('1->3a', '1', '3');
graph.mergeEdgeWithKey('2->3a', '2', '3');

const paths = allSimpleEdgeGroupPaths(graph, '1', '3');
>>> [
  [['1->3a']],
  [['1->2a', '1->2b'], ['2->3a']]
]

// To get cycles, just pass same source & target
const cycles = allSimpleEdgeGroupPaths(graph, '1', '1');

// To limit traversal to a certain depth
const limitedPaths = allSimpleEdgeGroupPaths(graph, '1', '3', {maxDepth: 2});

Arguments

graph Graph: target graph.
source string: source node.
target string: target node.
options ?object: options:
- maxDepth ?number: max traversal depth (default - no limit).