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require(esm) Backported to Node.js 20, Paving the Way for ESM-Only Packages
require(esm) backported to Node.js 20, easing the transition to ESM-only packages and reducing complexity for developers as Node 18 nears end-of-life.
The toposort npm package is used for sorting directed acyclic graphs (DAG) into a topological order. It is useful for tasks where dependencies need to be resolved in a specific sequence, such as task scheduling, resolving package dependencies, or processing data with dependencies.
Topological sorting
This feature allows you to sort a list of edges representing dependencies into a topological order. The edges are pairs where the first element depends on the second one.
const toposort = require('toposort');
const edges = [
['task1', 'task2'],
['task2', 'task3'],
['task3', 'task4']
];
const sorted = toposort(edges);
console.log(sorted); // ['task1', 'task2', 'task3', 'task4']
Dagre is a JavaScript library that lays out directed graphs on the client-side. While toposort focuses on sorting nodes in a topological order, dagre provides the additional functionality of graph layout for visualization purposes.
Graphlib is a library that provides data structures for undirected and directed multi-graphs along with algorithms to use with them. It includes topological sorting as well as other algorithms like shortest path. It is more comprehensive than toposort, which is specialized for topological sorting.
Dependency-graph is a simple dependency graph library that can be used to handle and sort dependencies. It offers a higher-level API compared to toposort, allowing for the addition of nodes and dependencies in a more object-oriented manner.
Sort directed acyclic graphs
npm install toposort
or component install marcelklehr/toposort
then in your code:
toposort = require('toposort')
We want to sort the following graph.
// First, we define our edges.
var graph = [
['put on your shoes', 'tie your shoes']
, ['put on your shirt', 'put on your jacket']
, ['put on your shorts', 'put on your jacket']
, ['put on your shorts', 'put on your shoes']
]
// Now, sort the vertices topologically, to reveal a legal execution order.
toposort(graph)
// [ 'put on your shirt'
// , 'put on your shorts'
// , 'put on your jacket'
// , 'put on your shoes'
// , 'tie your shoes' ]
(Note that there is no defined order for graph parts that are not connected -- you could also put on your jacket after having tied your shoes...)
It is usually more convenient to specify dependencies instead of "sequences".
// This time, edges represent dependencies.
var graph = [
['tie your shoes', 'put on your shoes']
, ['put on your jacket', 'put on your shirt']
, ['put on your shoes', 'put on your shorts']
, ['put on your jacket', 'put on your shorts']
]
toposort(graph)
// [ 'tie your shoes'
// , 'put on your shoes'
// , 'put on your jacket'
// , 'put on your shirt'
// , 'put on your shorts' ]
// Now, reversing the list will reveal a legal execution order.
toposort(graph).reverse()
// [ 'put on your shorts'
// , 'put on your shirt'
// , 'put on your jacket'
// , 'put on your shoes'
// , 'tie your shoes' ]
[node1, node2]
(vertices needn't be strings but can be of any type).Returns: {Array} a list of vertices, sorted from "start" to "end"
nodes
here.This is a convenience method that allows you to define nodes that may or may not be connected to any other nodes. The ordering of unconnected nodes is not defined.
Returns: {Array} a list of vertices, sorted from "start" to "end"
Run the tests with node test.js
.
MIT License
FAQs
Topological sort of directed ascyclic graphs (like dependecy lists)
The npm package toposort receives a total of 6,325,344 weekly downloads. As such, toposort popularity was classified as popular.
We found that toposort demonstrated a not healthy version release cadence and project activity because the last version was released a year ago. It has 1 open source maintainer collaborating on the project.
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