3 releases
0.2.2 | Sep 14, 2024 |
---|---|
0.2.1 | Sep 14, 2024 |
0.2.0 | Sep 8, 2024 |
0.1.0 |
|
#1937 in Algorithms
47 downloads per month
6MB
1.5K
SLoC
Contains (Windows DLL, 2.5MB) SDL2.dll
RustGrapher
A library to simulate and visualize a 2D force directed graph in rust.
Features
- Render PetGraphs in 2D
- Physics based positioning via a Force Directed Graph
- Drag Nodes to a new position
- Place new nodes
- WIP: Build graphs using the UI
Algorithms
Barnes–Hut
Barnes-Hut is a approximation algorithm for n-body simulation.
The force directed graph calculates for each node the repulsive force to other nodes which will lead to a complexity of $O(n^2)$.
Using a k-d Tree(Quadtree) the Barnes-Hut algorithm groups far away nodes and only calculates the repulsive force once.This results in a complexity of $O(nlogn)$.
Performance
[!TIP] Run the project with
--release
for the best performance(~10x).
On a Ryzen 7 3700X the library can calculate 2000 simulation steps per second at 1000 Nodes. (Using 16 Physics threads)
Controls
return
- Centers the camera on the average poisson of all nodes.space
- Start/Pause simulationscroll wheel
- Zoom in or outW
,A
,S
andD
- to move the cameraClick
anddrag
- move nodesP
- switch from drag to node place(only works while simulation is paused)
Usage
// Build a PetGraph
let mut rng = rand::thread_rng();
let graph: petgraph::Graph<(), (), Directed> =
petgraph_gen::barabasi_albert_graph(&mut rng, 1000, 1, None);
// Configure the simulator
let simulator = SimulatorBuilder::new()
.delta_time(0.01)
.freeze_threshold(-1.0)
.build(graph.into());
// Start the renderer
let renderer = Renderer::new(simulator);
renderer.create_window();
Examples
Dependencies
~12–26MB
~388K SLoC