I have a heavily optimized JavaScript app, a highly interactive graph editor. I now started profiling it (using Chrome dev-tools) with massive amounts of data (thousands of shapes in the graph), and I'm encountering a previously unusual performance bottleneck, Hit Test.
| Self Time | Total Time | Activity |
|-----------------|-----------------|---------------------|
| 3579 ms (67.5%) | 3579 ms (67.5%) | Rendering |
| 3455 ms (65.2%) | 3455 ms (65.2%) | Hit Test | <- this one
| 78 ms (1.5%) | 78 ms (1.5%) | Update Layer Tree |
| 40 ms (0.8%) | 40 ms (0.8%) | Recalculate Style |
| 1343 ms (25.3%) | 1343 ms (25.3%) | Scripting |
| 378 ms (7.1%) | 378 ms (7.1%) | Painting |
This takes up 65% of everything (!), remaining a monster bottleneck in my codebase. I know this is the process of tracing the object under the pointer, and I have my useless ideas about how this could be optimized (use fewer elements, use fewer mouse events, etc.).
Context: The above performance profile shows a "screen panning" feature in my app, where the contents of the screen can be moved around by dragging the empty area. This results in lots of objects being moved around, optimized by moving their container instead of each object individually. I made a demo.
Before jumping into this, I wanted to search for the general principles of optimizing hit testing (those good ol' "No sh*t, Sherlock" blog articles), as well as if any tricks exist to improve performance on this end (such as using translate3d
to enable GPU processing).
I tried queries like js optimize hit test, but the results are full of graphics programming articles and manual implementation examples -- it's as if the JS community hadn't even heard of this thing before! Even the chrome devtools guide lacks this area.
So here I am, proudly done with my research, asking: how do I get about optimizing native hit testing in JavaScript?
I prepared a demo that demonstrates the performance bottleneck, although it's not exactly the same as my actual app, and numbers will obviously vary by device as well. To see the bottleneck:
A recap of all significant optimizations I have already done in this area:
transform: translate3d
to move containerpointer-events: none
on shapes -- no effectAdditional notes:
Interesting, that pointer-events: none
has no effect. But if you think about it, it makes sense, since elements with that flag set still obscure other elements' pointer events, so the hittest has to take place anyways.
What you can do is put a overlay over critical content and respond to mouse-events on that overlay, let your code decide what to do with it.
This works because once the hittest algorithm has found a hit, and I'm assuming it does that downwards the z-index, it stops.
// ================================================
// Increase or decrease this value for testing:
var NUMBER_OF_OBJECTS = 40000;
// Wether to use the overlay or the container directly
var USE_OVERLAY = true;
// ================================================
var overlay = document.getElementById("overlay");
var container = document.getElementById("container");
var contents = document.getElementById("contents");
for (var i = 0; i < NUMBER_OF_OBJECTS; i++) {
var node = document.createElement("div");
node.innerHtml = i;
node.className = "node";
node.style.top = Math.abs(Math.random() * 2000) + "px";
node.style.left = Math.abs(Math.random() * 2000) + "px";
contents.appendChild(node);
}
var posX = 100;
var posY = 100;
var previousX = null;
var previousY = null;
var mousedownHandler = function (e) {
window.onmousemove = globalMousemoveHandler;
window.onmouseup = globalMouseupHandler;
previousX = e.clientX;
previousY = e.clientY;
}
var globalMousemoveHandler = function (e) {
posX += e.clientX - previousX;
posY += e.clientY - previousY;
previousX = e.clientX;
previousY = e.clientY;
contents.style.transform = "translate3d(" + posX + "px, " + posY + "px, 0)";
}
var globalMouseupHandler = function (e) {
window.onmousemove = null;
window.onmouseup = null;
previousX = null;
previousY = null;
}
if(USE_OVERLAY){
overlay.onmousedown = mousedownHandler;
}else{
overlay.style.display = 'none';
container.onmousedown = mousedownHandler;
}
contents.style.transform = "translate3d(" + posX + "px, " + posY + "px, 0)";
#overlay{
position: absolute;
top: 0;
left: 0;
height: 400px;
width: 800px;
opacity: 0;
z-index: 100;
cursor: -webkit-grab;
cursor: -moz-grab;
cursor: grab;
-moz-user-select: none;
-ms-user-select: none;
-webkit-user-select: none;
user-select: none;
}
#container {
height: 400px;
width: 800px;
background-color: #ccc;
overflow: hidden;
}
#container:active {
cursor: move;
cursor: -webkit-grabbing;
cursor: -moz-grabbing;
cursor: grabbing;
}
.node {
position: absolute;
height: 20px;
width: 20px;
background-color: red;
border-radius: 10px;
pointer-events: none;
}
<div id="overlay"></div>
<div id="container">
<div id="contents"></div>
</div>
// ================================================
// Increase or decrease this value for testing:
var NUMBER_OF_OBJECTS = 40000;
// Wether to use the overlay or the container directly
var USE_OVERLAY = false;
// ================================================
var overlay = document.getElementById("overlay");
var container = document.getElementById("container");
var contents = document.getElementById("contents");
for (var i = 0; i < NUMBER_OF_OBJECTS; i++) {
var node = document.createElement("div");
node.innerHtml = i;
node.className = "node";
node.style.top = Math.abs(Math.random() * 2000) + "px";
node.style.left = Math.abs(Math.random() * 2000) + "px";
contents.appendChild(node);
}
var posX = 100;
var posY = 100;
var previousX = null;
var previousY = null;
var mousedownHandler = function (e) {
window.onmousemove = globalMousemoveHandler;
window.onmouseup = globalMouseupHandler;
previousX = e.clientX;
previousY = e.clientY;
}
var globalMousemoveHandler = function (e) {
posX += e.clientX - previousX;
posY += e.clientY - previousY;
previousX = e.clientX;
previousY = e.clientY;
contents.style.transform = "translate3d(" + posX + "px, " + posY + "px, 0)";
}
var globalMouseupHandler = function (e) {
window.onmousemove = null;
window.onmouseup = null;
previousX = null;
previousY = null;
}
if(USE_OVERLAY){
overlay.onmousedown = mousedownHandler;
}else{
overlay.style.display = 'none';
container.onmousedown = mousedownHandler;
}
contents.style.transform = "translate3d(" + posX + "px, " + posY + "px, 0)";
#overlay{
position: absolute;
top: 0;
left: 0;
height: 400px;
width: 800px;
opacity: 0;
z-index: 100;
cursor: -webkit-grab;
cursor: -moz-grab;
cursor: grab;
-moz-user-select: none;
-ms-user-select: none;
-webkit-user-select: none;
user-select: none;
}
#container {
height: 400px;
width: 800px;
background-color: #ccc;
overflow: hidden;
}
#container:active {
cursor: move;
cursor: -webkit-grabbing;
cursor: -moz-grabbing;
cursor: grabbing;
}
.node {
position: absolute;
height: 20px;
width: 20px;
background-color: red;
border-radius: 10px;
pointer-events: none;
}
<div id="overlay"></div>
<div id="container">
<div id="contents"></div>
</div>