AbstractPlotting is Makie's frontend package that defines all plotting functions. It is reexported by every backend, so you don't have to specifically install or import it.
There are three main backends which concretely implement all abstract rendering capabilities defined in AbstractPlotting:
|GPU-powered, interactive 2D and 3D plotting in standalone |
|WebGL-based interactive 2D and 3D plotting that runs within browsers.|
You can activate any backend by
using the appropriate package and calling its
Example with WGLMakie:
using WGLMakie WGLMakie.activate!()
GLMakie is the native, desktop-based backend, and is the most feature-complete. It requires an OpenGL enabled graphics card with OpenGL version 3.3 or higher.
You can set parameters of the window with the function
set_window_config! which only takes effect when opening a new window.
set_window_config!(; renderloop = renderloop, vsync = false, framerate = 30.0, float = false, pause_rendering = false, focus_on_show = false, decorated = true, title = "Makie" )
CairoMakie uses Cairo.jl to draw vector graphics to SVG and PDF. You should use it if you want to achieve the highest-quality plots for publications, as the rendering process of the GL backends works via bitmaps and is geared more towards speed than pixel-perfection.
You can choose the type of plot that is displayed inline in, e.g., VSCode, Pluto.jl, or any other environment, by setting it via the
CairoMakie.activate!(type = "png") CairoMakie.activate!(type = "svg")
When you save a CairoMakie figure, you can change the mapping from figure resolution to pixels (when saving to png) or points (when saving to svg or pdf). This way you can easily scale the resulting image up or down without having to change any plot element sizes.
pt_per_unit when saving vector formats and
px_per_unit when saving pngs. Both default to 1.
Here's an example:
fig = Figure(resolution = (800, 600)) save("normal.pdf", fig) # size = 800 x 600 pt save("larger.pdf", fig, pt_per_unit = 2) # size = 1600 x 1200 pt save("smaller.pdf", fig, pt_per_unit = 0.5) # size = 400 x 300 pt save("normal.png", fig) # size = 800 x 600 px save("larger.png", fig, px_per_unit = 2) # size = 1600 x 1200 px save("smaller.png", fig, px_per_unit = 0.5) # size = 400 x 300 px
CairoMakie as a 2D engine has no concept of z-clipping, therefore its 3D capabilities are quite limited. The z-values of 3D plots will have no effect and will be projected flat onto the canvas. Z-layering is approximated by sorting all plot objects by their z translation value before drawing, after that by parent scene and then insertion order. Therefore, if you want to draw something on top of something else, but it ends up below, try translating it forward via
translate!(obj, 0, 0, some_positive_z_value).
WGLMakie is the Web-based backend, and is still experimental (though relatively feature-complete). Only serving it on a webpage or in Pluto.jl / Ijulia are currently supported. VSCode integration should come soon.
Normally the dedicated GPU is used for rendering. If instead an integrated GPU is used, one can tell Julia to use the dedicated GPU while launching julia as
$ sudo DRI_PRIME=1 julia in the bash terminal.