What is @dagrejs/graphlib?
@dagrejs/graphlib is a JavaScript library for creating and manipulating directed graphs. It provides a flexible and efficient way to work with graph data structures, including adding and removing nodes and edges, traversing the graph, and performing various graph algorithms.
What are @dagrejs/graphlib's main functionalities?
Creating a Graph
This feature allows you to create a new graph, add nodes, and add edges between nodes. The code sample demonstrates creating a graph, adding two nodes 'a' and 'b', and creating an edge from 'a' to 'b'.
const graphlib = require('@dagrejs/graphlib');
const Graph = graphlib.Graph;
const g = new Graph();
g.setNode('a');
g.setNode('b');
g.setEdge('a', 'b');
console.log(g.nodes()); // ['a', 'b']
console.log(g.edges()); // [{ v: 'a', w: 'b' }]
Graph Traversal
This feature allows you to perform depth-first search (DFS) traversal on the graph. The code sample demonstrates creating a graph with three nodes and two edges, and then performing DFS starting from node 'a'.
const graphlib = require('@dagrejs/graphlib');
const Graph = graphlib.Graph;
const g = new Graph();
g.setNode('a');
g.setNode('b');
g.setNode('c');
g.setEdge('a', 'b');
g.setEdge('b', 'c');
const dfs = graphlib.alg.dfs(g, ['a']);
console.log(dfs); // [{ v: 'a' }, { v: 'b' }, { v: 'c' }]
Finding Shortest Path
This feature allows you to find the shortest path in the graph using Dijkstra's algorithm. The code sample demonstrates creating a graph with three nodes and three weighted edges, and then finding the shortest path from node 'a' to all other nodes.
const graphlib = require('@dagrejs/graphlib');
const Graph = graphlib.Graph;
const g = new Graph();
g.setNode('a');
g.setNode('b');
g.setNode('c');
g.setEdge('a', 'b', { weight: 1 });
g.setEdge('b', 'c', { weight: 2 });
g.setEdge('a', 'c', { weight: 4 });
const dijkstra = graphlib.alg.dijkstra(g, 'a');
console.log(dijkstra); // { a: { distance: 0 }, b: { distance: 1 }, c: { distance: 3 } }
Other packages similar to @dagrejs/graphlib
graphlib
graphlib is a library for creating and manipulating directed graphs in JavaScript. It provides similar functionalities to @dagrejs/graphlib, including adding and removing nodes and edges, graph traversal, and graph algorithms. It is part of the dagre project, which includes tools for graph layout and rendering.
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