How To Speed Up The Force Layout Animation In D3.js

I am using D3.js for rendering about 500 nodes and links among them. It usually needs 10 seconds for the layout to settle down (the iteration to converge). How do I speed up the w

Solution 1:

Check out this thread which has a lot of good info relating to this topic.

One suggestion from that thread that you might try to implement is to call force.tick() several times within a single requestAnimationFrame callback, then update the node and link positions, and then loop until force.alpha reaches 0 (or whatever you want your alpha threshold to be). Try something like this:

var ticksPerRender = 3;

requestAnimationFrame(functionrender() {

  for (var i = 0; i < ticksPerRender; i++) {
    force.tick();
  }

  // UPDATE NODE AND LINK POSITIONS HEREif (force.alpha() > 0) {
    requestAnimationFrame(render);
  }
});

That would render once for every 3 ticks, or 3x speed. Adjust the ticksPerRender value as needed.

HERE is a simple demo. In this case, I've used the force.on('start', callback) to call the rendering logic described above. This means it will automatically be called again when beginning a drag interaction.

Solution 2:

Injecting a call / calls within ticked event handler can be better, the requestAnimationFrame method would cause a weird bug on MacBook with touch pad environment.

functionticked() {
  for (let i = 0; i < 5; i++) {
    force.tick();
  }

  link.attr('x1', (d) => d.source.x)
      .attr('y1', (d) => d.source.y)
      .attr('x2', (d) => d.target.x)
      .attr('y2', (d) => d.target.y);

  node.attr('transform', (d) =>`translate(${d.x}, ${d.y})`);
}