diff --git a/src/plot/WGLMakie.jl b/src/plot/WGLMakie.jl new file mode 100644 index 00000000..1b4bd4b6 --- /dev/null +++ b/src/plot/WGLMakie.jl @@ -0,0 +1,1884 @@ +### A Pluto.jl notebook ### +# v0.20.21 + +#> [frontmatter] +#> image = "https://image2url.com/r2/default/gifs/1772474106000-b9bdee0b-91fe-4d82-af83-2bc1fec8c734.gif" +#> title = "Animations with WGLMakie" +#> tags = ["visualisation", "animation", "plotting"] +#> description = "An introduction to animations with or without the use of PlutoUI.jl" +#> +#> [[frontmatter.author]] +#> name = "Julien Chevallier" +#> url = "https://github.com/jucheval" + +using Markdown +using InteractiveUtils + +# This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error). +macro bind(def, element) + #! format: off + return quote + local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end + local el = $(esc(element)) + global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el) + el + end + #! format: on +end + +# ╔═╡ 9d306b48-df32-11f0-b15f-7540889fd2b7 +using WGLMakie + +# ╔═╡ 78ccde0f-fdca-4db3-9af3-caa3a0963b23 +using PlutoUI + +# ╔═╡ 5b5f4616-0f66-455a-8e90-4f4027befc51 +md"# Interactivity and animations via WGLMakie" + +# ╔═╡ 4acece79-c67c-420e-a688-679d4c4dbe36 +md"""The most natural way to put interactivity within a **Pluto notebook** is to use the `@bind` macro from `PlutoUI.jl` coupled with Pluto reactivity. The [PlutoUI notebook](https://featured.plutojl.org/basic/plutoui.jl) gives lots of examples to elaborate on. + +The objective of the present notebook is to present an alternative using the [Makie](https://docs.makie.org/stable/) ecosystem. + +!!! warning + The `Makie` package is a powerful plotting package, but it takes a while to install and precompile. Therefore, this notebook will be a bit slow to start the first time you run it. +""" + +# ╔═╡ 2ed1866c-1d9a-4992-a98d-4492ebe8ca44 +md"Here is an example of interactive plot. You can push the *Live Update* button to get a moving curve. It is taken from [Makie documentation on toggles](https://docs.makie.org/stable/reference/blocks/toggle). *You may have to manually run the cell below.*" + +# ╔═╡ 048f54ba-45d1-49e2-b19d-7ef634c77cf0 +let + figurewidth = 600 + fig = Figure(size=(figurewidth,300)) + + ax = Axis(fig[1, 1], limits = (0, 600, -2, 2)) + hidexdecorations!(ax) + + t = Observable(0.0) + points = lift(t) do t + x = range(t-1, t+1, length = 500) + @. sin(x) * sin(2x) * sin(4x) * sin(23x) + end + + lines!(ax, points, color = (1:500) .^ 2, linewidth = 2, colormap = [(:blue, 0.0), :blue]) + + gl = GridLayout(fig[2, 1], tellwidth = false) + Label(gl[1, 1], "Live Update") + toggle = Toggle(gl[1, 2], active = false) + + on(fig.scene.events.tick) do tick + toggle.active[] || return + t[] += tick.delta_time + end + + fig +end + +# ╔═╡ d353c065-7802-4f18-8492-008b860b9379 +md"## Makie" + +# ╔═╡ 106e4592-7ddc-4388-b92d-d41933828032 +md"If you are not familiar with Makie, here is Makie's [basic tutorial](https://docs.makie.org/stable/tutorials/getting-started) dealing with static single plots and Makie's [advanced tutorial](https://docs.makie.org/stable/tutorials/layout-tutorial) dealing with layouts of multiple plots. + +If you are familiar with Makie for static plots, but not for animations, have a look at Makie's [animation tutorial](https://docs.makie.org/stable/explanations/animation)." + +# ╔═╡ 9cf1da97-dcb0-4691-8597-44bc62dff257 +md"## Integration in Pluto (without PlutoUI)" + +# ╔═╡ 2220f4b9-02bd-4540-a32e-124b90cd3033 +md"Makie animations can be integrated almost seamlessly into Pluto notebooks via the `WGLMakie` backend." + +# ╔═╡ 13c42895-ad10-4f99-adc2-a3f371987d56 +md"We recommend to put all the commands related to the Makie animation (usually starting with `fig = Figure(...)` and ending with `fig`) in a `let ... end` block. Hence all variables defined in the block are defined locally. In particular they are not reactive and the same variable name (e.g. `fig`, `ax`, etc.) can be used in several `let ... end` blocks. + +!!! warning + Since some interactive components (e.g. `Slider`) are also exported by other packages (e.g. PlutoUI), you may need to write `Makie.Slider` to avoid ambiguity. +" + +# ╔═╡ 91a90dc6-4f33-403d-b7f2-837fed4a0304 +md"Finally, here is another animation example taken from [Makie documentation on buttons](https://docs.makie.org/stable/reference/blocks/button)." + +# ╔═╡ 9d9b338e-c859-4089-aa27-40742dbfd054 +let + fig = Figure() + + ax = Axis(fig[1, 1]) + fig[2, 1] = buttongrid = GridLayout(tellwidth = false) + + counts = Observable([1, 4, 3, 7, 2]) + + buttonlabels = [lift(x -> "Count: $(x[i])", counts) for i in 1:5] + + buttons = buttongrid[1, 1:5] = [Makie.Button(fig, label = l) for l in buttonlabels] + + for i in 1:5 + on(buttons[i].clicks) do n + counts[][i] += 1 + notify(counts) + end + end + + barplot!(counts, color = cgrad(:Spectral)[LinRange(0, 1, 5)]) + ylims!(ax, 0, 20) + + fig +end + +# ╔═╡ df840868-75d4-4687-8556-19eeab1e4115 +md"## Integration in Pluto (with PlutoUI)" + +# ╔═╡ 9e86e965-7a3e-43bc-930a-5d916273770f +md"There is an intermediate solution that combines Makie's `Observable` with PlutoUI's interactivity. Here is a simple example with a `PlutoUI.Slider` where we want to plot some values generated from a range between 0 and `val`." + +# ╔═╡ b8b581e9-5085-4763-8f46-2aa718925635 +@bind val PlutoUI.Slider(0.0:0.01:40.0) + +# ╔═╡ 86f8bb60-7e4c-4acd-af9c-ada0c589f7a5 +md"Then, we initialize an `Observable`. The argument `0.0:0.1:0.0` is only used for initialization. It only has to respect the type that we want, i.e. `StepRange` here. *In case you don't know the type in advance, you could force it to be `Any` via `val_obs = Observable{Any}(0)` for instance.*" + +# ╔═╡ 96269a69-e678-4a9f-87c2-6215032b42d1 +val_obs = Observable(0.0:0.1:0.0) + +# ╔═╡ b1658a17-b59f-4c35-b7a0-1503e377c731 +md"The following cell automatically updates the content of the observable `val_obs` each time we move the slider. In turn, it updates the plot below." + +# ╔═╡ b496ac83-b3c7-4758-994e-7534abc56932 +val_obs[] = 0:0.01:val + +# ╔═╡ a6937e90-5714-4023-aaf5-02909c53daa7 +begin + x = @lift(@. exp(-$val_obs/8)*cos($val_obs)) + y = @lift(@. exp(-$val_obs/8)*sin($val_obs)) + lines(x,y, axis=(;limits=(-1,2,-1,1))) +end + +# ╔═╡ 774f1c41-7a84-401a-950c-466cf05fcd92 +md""" +!!! warning + The code must be separated into four cells as above (slider, definition of the observable, update of the observable, plot). *In fact, the definition of the observable could be included in the "plot cell".* +""" + +# ╔═╡ 6d79f301-b6b4-40be-b48e-e194466b5170 +md" +!!! note + The plot above is internaly updated thanks to the `Observable` type. It is not replotted each time `val` is modified. Compare with: + ``` + let + val_non_obs = 0:0.01:val + x = @. exp(- val_non_obs/8) * cos(val_non_obs) + y = @. exp(- val_non_obs/8) * sin(val_non_obs) + lines(x,y, axis=(;limits=(-1,2,-1,1))) + end + ``` +" + +# ╔═╡ 917f2df5-f63f-4937-b1e0-b60ed4351d9f +md"## Conclusion" + +# ╔═╡ 6a54d18f-45ec-4917-843e-d6af2660525c +md"There are two main drawbacks when using *pure* Makie animations: +1. it relies on the heavy Makie ecosystem (long to precompile and run), +2. it is harder to get global dependencies in your animations than if you are using PlutoUI and reactivity. +Hence, if you plan to share your notebook you should avoid to use Makie. + +However, if you plan to produce slides for a presentation, using Makie is a great option. It gives high quality plots and highly customizable animations that will make your slides shine. +" + +# ╔═╡ 00000000-0000-0000-0000-000000000001 +PLUTO_PROJECT_TOML_CONTENTS = """ +[deps] +PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8" +WGLMakie = "276b4fcb-3e11-5398-bf8b-a0c2d153d008" + +[compat] +PlutoUI = "~0.7.76" +WGLMakie = "~0.13.8" +""" + +# ╔═╡ 00000000-0000-0000-0000-000000000002 +PLUTO_MANIFEST_TOML_CONTENTS = """ +# This file is machine-generated - editing it directly is not advised + +julia_version = "1.12.3" +manifest_format = "2.0" +project_hash = "a56abc952d3fd901bd7e56bb84dc5c622163f44a" + +[[deps.AbstractFFTs]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "d92ad398961a3ed262d8bf04a1a2b8340f915fef" +uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c" +version = "1.5.0" +weakdeps = ["ChainRulesCore", "Test"] + + [deps.AbstractFFTs.extensions] + AbstractFFTsChainRulesCoreExt = "ChainRulesCore" + AbstractFFTsTestExt = "Test" + +[[deps.AbstractPlutoDingetjes]] +deps = ["Pkg"] 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