Why does merging geometries improve rendering speed? - merge

Question

In my web application I only need to add static objects to my scene. It worked slow so I started searching and I found that merging geometries and merging vertices were the solution. When I implemented it, it indeed worked a lot better. All the articles said that the reason for this improvement is the decrease in number of WebGL calls. As I am not very familiar with things like OpenGL and WebGL (I use Three.js to avoid their complexity), I would like to know why exactly it reduces the WebGL calls?
Because you send one large object instead of many littles, the overhead reduces. So I understand that loading one big mesh to the scene goes faster than many small meshes.
BUT I do not understand why merging geometries also has a positive influence on the rendering calculation? I would also like to know the difference between merging geometries and merging vertices?
Thanks in advance!

Answer 1

three.js is a framework that helps you work with the WebGL API.
What a "mesh" is to three.js, to webgl, it's a series of low level calls that set up state and issue calls to the GPU.
Let's take a sphere for example. With three.js you would create it with a few lines:
var sphereGeometry = new THREE.SphereGeometry(10);
var sphereMaterial = new THREE.MeshBasicMaterial({color:'red'});
var sphereMesh = new THREE.Mesh( sphereGeometry, sphereMaterial);
myScene.add( sphereMesh );
You have your renderer.render() call, and poof, a sphere appears on screen.
A lot of stuff happens under the hood though.
The first line, creates the sphere "geometry" - the cpu will a bunch of math and logic describing a sphere with points and triangles. Points are vectors, three floats grouped together, triangles are a structure that groups these points by indecis (groups of integers).
Somewhere there is a loop that calculates the vectors based on trigonometry (sin, cos), and another, that weaves the resulting array of vectors into triangles (take every N , N + M , N + 2M, create a triangle etc).
Now these numbers exist in javascript land, it's just a bunch of floats and ints, grouped together in a specific way to describe shapes such as cubes, spheres and aliens.
You need a way to draw this construct on a screen - a two dimensional array of pixels.
WebGL does not actually know much about 3D. It knows how to manage memory on the gpu, how to compute things in parallel (or gives you the tools), it does know how to do mathematical operations that are crucial for 3d graphics, but the same math can be used to mine bitcoins, without even drawing anything.
In order for WebGL to draw something on screen, it first needs the data put into appropriate buffers, it needs to have the shader programs, it needs to be setup for that specific call (is there going to be blending - transparency in three.js land, depth testing, stencil testing etc), then it needs to know what it's actually drawing (so you need to provide strides, sizes of attributes etc to let it know where a 'mesh' actually is in memory), how it's drawing it (triangle strips, fans, points...) and what to draw it with - which shaders will it apply on the data you provided.
So, you need a way to 'teach' WebGL to do 3d.
I think the best way to get familiar with this concept is to look at this tutorial , re-reading if necessary, because it explains what happens pretty much on every single 3d object in perspective, ever.
To sum up the tutorial:
a perspective camera is basically two 4x4 matrices - a perspective matrix, that puts things into perspective, and a view matrix, that moves the entire world into camera space. Every camera you make, consists of these two matrices.
Every object exists in it's object space. TRS matrix, (world matrix in three.js terms) is used to transform this object into world space.
So this stuff - a concept such as "projective matrix" is what teaches webgl how to draw perspective.
Three.js abstracts this further and gives you things like "field of view" and "aspect ratio" instead of left right, top bottom.
Three.js also abstracts the transformation matrices (view matrix on the camera, and world matrices on every object) because it allows you to set "position" and "rotation" and computes the matrix based on this under the hood.
Since every mesh has to be processed by the vertex shader and the pixel shader in order to appear on the screen, every mesh needs to have all this information available.
When a draw call is being issued for a specific mesh, that mesh will have the same perspective matrix, and view matrix as any other object being rendered with the same camera. They will each have their own world matrices - numbers that move them around around your scene.
This is transformation alone, happening in the vertex shader. These results are then rasterized, and go to the pixel shader for processing.
Lets consider two materials - black plastic and red plastic. They will have the same shader, perhaps one you wrote using THREE.ShaderMaterial, or maybe one from three's library. It's the same shader, but it has one uniform value exposed - color. This allows you to have many instances of a plastic material, green, blue, pink, but it means that each of these requires a separate draw call.
Webgl will have to issue specific calls to change that uniform from red to black, and then it's ready to draw stuff using that 'material'.
So now imagine a particle system, displaying a thousand cubes each with a unique color. You have to issue a thousand draw calls to draw them all, if you treat them as separate meshes and change colors via a uniform.
If on the other hand, you assign vertex colors to each cube, you don't rely on the uniform any more, but on an attribute. Now if you merge all the cubes together, you can issue a single draw call, processing all the cubes with the same shader.
You can see why this is more efficient simply by taking a glance at webglrenderer from three.js, and all the stuff it has to do in order to translate your 3d calls to webgl. Better done once than a thousand times.
Back to those 3 lines, the sphereMaterial can take a color argument, if you look at the source, this will translate to a uniform vec3 in the shader. However, you can also achieve the same thing by rendering the vertex colors, and assigning the color you want before hand.
sphereMesh will wrap that computed geometry into an object that three's webglrenderer understands, which in turn sets up webgl accordingly.