nav2d
2d navigation meshes with pathfinding and funneling
Last updated 4 months ago by frapa .
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Nav2d

npm version License: MIT minzipped size Tests codecov

This is a high-quality implementation of a 2D polygonal navigation mesh with A* path finding and funneling (e.g. finding not only the mesh nodes but also the actual path across polygons).

Path finding examples

Image: different paths on simple mesh (top) and another path in an automatically triangulated mesh (bottom).

Why this package

This package was created due to the lack of generic 2D navigation mesh packages able to handle polygonal nodes of any shape and integrating a robust funnel algorithm. Furthermore, some packages require specific file formats for the meshes, limiting the choices of editors.

This package aims to:

  • Work on node and the browser.
  • Provide robust and fast implementation of a generic polygonal navigation mesh with A* path finding and funneling.
  • Provide a simple user interface:
    • Accept multiple formats to specify points (for interoperability with other libraries).
    • Accept any polygon (even convex and defined either in clockwise and counterclockwise order) and automatically triangulate.
    • Automatic neighbor search means that only polygons are needed, the relations will be automatically computed (polygon with a shared edges are considered neighbors).
    • All geometric operations and comparisons are tolerant to floating point errors.
    • Support disconnected navigation meshes.
  • Have good test coverage.

Install

There are multiple ways to install nav2d. If you are using npm, and building your game with wepback, you can install and use the package directly:

$ npm i nav2d

You can also directly include the library from the unpkg CDN into your page. There are two options here,

  1. You can use the version containing only the code of this library (you'll have to include all dependencies yourself):

    <script defer src="https://unpkg.com/nav2d/dist/nav2d.min.js"></script>
    
  2. You can use the deps bundle, which ships together with all dependencies, for hassle free experience:

    <script defer src="https://unpkg.com/nav2d/dist/nav2d_deps.min.js"></script>
    

How to use

First create the navigation mesh, by passing an array of polygons, each polygon being an array of points. Polygons that are not triangles will be triangulated automatically.

import { NavMesh } from "nav2d";

const navmesh = new NavMesh([
    [
        [0, 0],
        [0, 12],
        [12, 0],
    ],
    [
        [12, 8],
        [12, 4],
        [16, 6],
    ],
    [
        [12, 0],
        [6, 6],
        [12, 6],
    ],
    [
        [100, 100],
        [110, 100],
        [100, 110],
        [95, 107],
        [105, 102],
    ],
]);

You can pass points as arrays [x, y], as objects {x:x, y:y} or as Point(x, y) objects.

Warning: Instantiating the NavMesh object can be slow if you have a big mesh with lots of polygons, as the constructor has to triangulate the polygons and creates a neighbors cache to speed up neighbor lookup when searching. This is a one-time cost (e.g. the NavMesh class is optimized to be instantiated once and use multiple times). Ballpark performance numbers are 1.5 seconds for 1000 polygons and 15 seconds for 10 000 polygons (linearly dependent on polygon count).

Now we can query paths:

const path = navmesh.findPath([1, 1], [14, 6]);
console.log(path); // -> [Point(1, 1), Point(14, 6)]

As you can see from the output, thanks to the funnel algorithm, the path will only contain the necessary path points (in this case a straight line). If no path can be found (disconnected islands or endpoints outside the mesh) null will be returned.

To find the path, a optimized A* implementation is used. You can override the default the cost and heuristic functions (or only one of the two by passing null), by passing them to the NavMesh constructor. For example, to implement a simpler breadth first search, we can do:

const costFunc = (polygon1, polygon2, portal) => 1;
const heuristicFunc = () => (polygon, to) => 0;
const navmesh = new NavMesh([...], costFunc, heuristicFunc);
// Use as before

Instead, to implement Dijkstra’s Algorithm, you can:

const heuristicFunc = () => (polygon, to) => 0;
const navmesh = new NavMesh(
    [...],
    null, // if null, the default will be used */
    heuristicFunc
);

(Look here for an nice explanation of the algorithms above)

The cost function takes two neighboring polygons and a portal as parameters and returns the cost to go from the first to the second. Both polygons are Polygon objects. The portal is the edge shared between the two polygons.

The heuristic function takes two polygon: a polygon on the path and the final polygon, and returns an estimation of the distance between the two. Both of these are Polygon objects.

Note: The default functions compute the distance between polygons using the .centroidDistance() method (see below). This computes the Cartesian distance between the centroids.

This is basically it. This package does nothing more and nothing less.

API Reference

Point or Vector (aliases)

Note: In all places where points are accepted, nav2d also accepts arrays [x, y] or { x: x, y: y } objects.

Properties:

  • x - X coordinate
  • y - Y coordinate

Methods:

  • Vector(x, y) - Construct vector or point.
  • length() - Vector length.
  • add(other) - Add vectors, return new vector.
  • sub(other) - Subtract vectors, return new vector.
  • mul(other) - Multiply vectors, return new vector.
  • div(other) - Divide vectors, return new vector.
  • equals(other) - Check for equality.
  • angle(other) - Returns angle between vectors.
  • counterclockwiseAngle(other) - Return angle between vectors, using the current vector as reference (can be negative).

Functions:

  • dot(a, b) - Dot product.
  • cross(a, b) - Cross product.
  • isclose(a, b) - Return true if the given floats are close to each other.
  • clip(a, b, v) - Return true if v is in the range a, b range, the closest limit of the range otherwise.

Edge

Properties:

  • p1 - First edge point.
  • p2 - Last edge point.

Methods:

  • Edge(points) - Construct edge object (like a string between 2 points).
  • length() - Edge length.
  • direction() - Vector from p1 to p2.
  • onEdge(ppoint) - Whether point is on the edge.
  • parallel(otherEdge) - Whether the two edges are parallel (but might not be on the same line).
  • collinear(otherEdge) - Whether the two edges are collinear (parallel and on same line but might not overlap).
  • overlap(otherEdge) - Returns overlap between two edges, or null if they do not overlap (might be a null-length edge).
  • equals(otherEdge) - Whether the two edges are the same (have the same endpoints, even if reversed).

Polygon

Properties:

  • points - Polygon points.
  • bounds - Bounding box array: [minx, miny, maxx, maxy].

Methods:

  • Polygon(points) - Construct polygon object.
  • boundsSize() - Bounding box array: [x, y, width, height].
  • edges() - Edges of the polygon.
  • centroid() - Polygon centroid.
  • centroidDistance(otherPoly) - Distance from this polygon's centroid to otherPoly's.
  • contains(point) - Whether point is contained in the polygon.
  • onEdge(point) - Whether point is on an edge.
  • touches(edge) - Whether edge touches but doesn't intersect the polygon.

NavMesh

Properties:

  • polygons - Triangulated mesh polygons (triangles).

Methods:

  • NavMesh(polygons, costFunc = null, heuristicFunc = null) - Construct navigation mesh.
  • findPath(from, to) - Find path from from point to to point. Returns a list of points, or null if not found.

Changelog

See here.

Current Tags

  • 1.2.0                                ...           latest (4 months ago)

11 Versions

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