From 2f3469bdb26412cf507a9920da8acadb4a89f150 Mon Sep 17 00:00:00 2001 From: Julien Chevallier Date: Mon, 12 Jan 2026 17:12:38 +0100 Subject: [PATCH 1/7] Add WGLMakie notebook --- WGLMakie.jl | 1822 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 1822 insertions(+) create mode 100644 WGLMakie.jl diff --git a/WGLMakie.jl b/WGLMakie.jl new file mode 100644 index 00000000..d70aaaa4 --- /dev/null +++ b/WGLMakie.jl @@ -0,0 +1,1822 @@ +### A Pluto.jl notebook ### +# v0.20.21 + +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 +begin + using Bonito + using WGLMakie +end + +# ╔═╡ ab52259b-27e1-4ddb-b926-5a702f5d2af7 +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 in 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 super powerful but it comes with huge instalation and precompilation times. +""" + +# ╔═╡ 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)." + +# ╔═╡ 048f54ba-45d1-49e2-b19d-7ef634c77cf0 +App() do + 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 + + DOM.div(fig, style="margin: auto; width:"*string(figurewidth)*"px;") +end + +# ╔═╡ d353c065-7802-4f18-8492-008b860b9379 +md"## Makie" + +# ╔═╡ 106e4592-7ddc-4388-b92d-d41933828032 +md"If you are not familiar with Makie, here is a [basic tutorial](https://docs.makie.org/stable/tutorials/getting-started) dealing with static single plots and an [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 this [tutorial](https://docs.makie.org/stable/explanations/animation)." + +# ╔═╡ 9cf1da97-dcb0-4691-8597-44bc62dff257 +md"## Integration in Pluto" + +# ╔═╡ 2220f4b9-02bd-4540-a32e-124b90cd3033 +md"Makie animations can be integrated into Pluto notebooks via the `WGLMakie` backend and `Bonito`'s DOM API." + +# ╔═╡ 13c42895-ad10-4f99-adc2-a3f371987d56 +md"Pluto integration uses `Bonito.App`. All the commands related to the Makie animation (usually starting with `fig = Figure(...)` and ending with `fig`) must be placed in a `App() do ... end` block. Note that 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 `App() do ... end` blocks. + +!!! warning + - The last command `fig` must be replaced by `DOM.div(fig)`. + - Since some interactive components (e.g. `Slider`) are also exported by other packages (e.g. PlutoUI), you may need to write `Makie.Slider` 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 +App() do + 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) + + DOM.div(fig) +end + +# ╔═╡ 917f2df5-f63f-4937-b1e0-b60ed4351d9f +md"## Conclusion" + +# ╔═╡ 6a54d18f-45ec-4917-843e-d6af2660525c +md"There are two main drawbacks when using 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] +Bonito = "824d6782-a2ef-11e9-3a09-e5662e0c26f8" +PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8" +WGLMakie = "276b4fcb-3e11-5398-bf8b-a0c2d153d008" + +[compat] +Bonito = "~4.1.14" +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 = "e282179be6be3309f6ceb8f615e9c9c05c3bed64" + +[[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"] +git-tree-sha1 = "6e1d2a35f2f90a4bc7c2ed98079b2ba09c35b83a" +uuid = "6e696c72-6542-2067-7265-42206c756150" +version = "1.3.2" + +[[deps.AbstractTrees]] +git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177" +uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c" +version = "0.4.5" + +[[deps.Adapt]] +deps = ["LinearAlgebra", "Requires"] +git-tree-sha1 = "7e35fca2bdfba44d797c53dfe63a51fabf39bfc0" +uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" +version = "4.4.0" +weakdeps = ["SparseArrays", "StaticArrays"] + + [deps.Adapt.extensions] + AdaptSparseArraysExt = "SparseArrays" + AdaptStaticArraysExt = "StaticArrays" + +[[deps.AdaptivePredicates]] +git-tree-sha1 = "7e651ea8d262d2d74ce75fdf47c4d63c07dba7a6" +uuid = "35492f91-a3bd-45ad-95db-fcad7dcfedb7" +version = "1.2.0" + +[[deps.AliasTables]] +deps = ["PtrArrays", "Random"] +git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff" +uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8" +version = "1.1.3" + +[[deps.Animations]] +deps = ["Colors"] +git-tree-sha1 = "e092fa223bf66a3c41f9c022bd074d916dc303e7" +uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340" +version = "0.4.2" + +[[deps.ArgTools]] +uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" +version = "1.1.2" + +[[deps.Artifacts]] +uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" +version = "1.11.0" + +[[deps.Automa]] +deps = ["PrecompileTools", "SIMD", "TranscodingStreams"] +git-tree-sha1 = "a8f503e8e1a5f583fbef15a8440c8c7e32185df2" +uuid = "67c07d97-cdcb-5c2c-af73-a7f9c32a568b" +version = "1.1.0" + +[[deps.AxisAlgorithms]] +deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"] +git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712" +uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950" +version = "1.1.0" + +[[deps.AxisArrays]] +deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"] +git-tree-sha1 = "4126b08903b777c88edf1754288144a0492c05ad" +uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9" +version = "0.4.8" + +[[deps.Base64]] +uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" +version = "1.11.0" + +[[deps.BaseDirs]] +git-tree-sha1 = "bca794632b8a9bbe159d56bf9e31c422671b35e0" +uuid = "18cc8868-cbac-4acf-b575-c8ff214dc66f" +version = "1.3.2" + +[[deps.BitFlags]] +git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d" +uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35" +version = "0.1.9" + +[[deps.Bonito]] +deps = ["Base64", "CodecZlib", "Colors", "Dates", "Deno_jll", "HTTP", "Hyperscript", "JSON", "LinearAlgebra", "Markdown", "MbedTLS", "MsgPack", "Observables", "OrderedCollections", "Random", "RelocatableFolders", "SHA", "Sockets", "Tables", "ThreadPools", "URIs", "UUIDs", "WidgetsBase"] +git-tree-sha1 = "c61bb1b157abb3fc64ec3588197106bad31a7b07" +uuid = "824d6782-a2ef-11e9-3a09-e5662e0c26f8" +version = "4.1.14" + +[[deps.Bzip2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1b96ea4a01afe0ea4090c5c8039690672dd13f2e" +uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0" +version = "1.0.9+0" + +[[deps.CEnum]] +git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc" +uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82" +version = "0.5.0" + +[[deps.CRC32c]] +uuid = "8bf52ea8-c179-5cab-976a-9e18b702a9bc" +version = "1.11.0" + +[[deps.CRlibm]] +deps = ["CRlibm_jll"] +git-tree-sha1 = "66188d9d103b92b6cd705214242e27f5737a1e5e" +uuid = "96374032-68de-5a5b-8d9e-752f78720389" +version = "1.0.2" + +[[deps.CRlibm_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "e329286945d0cfc04456972ea732551869af1cfc" +uuid = "4e9b3aee-d8a1-5a3d-ad8b-7d824db253f0" +version = "1.0.1+0" + +[[deps.Cairo_jll]] +deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"] +git-tree-sha1 = "fde3bf89aead2e723284a8ff9cdf5b551ed700e8" +uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a" +version = "1.18.5+0" + +[[deps.ChainRulesCore]] +deps = ["Compat", "LinearAlgebra"] +git-tree-sha1 = "e4c6a16e77171a5f5e25e9646617ab1c276c5607" +uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" +version = "1.26.0" +weakdeps = ["SparseArrays"] + + [deps.ChainRulesCore.extensions] + ChainRulesCoreSparseArraysExt = "SparseArrays" + +[[deps.CodecZlib]] +deps = ["TranscodingStreams", "Zlib_jll"] +git-tree-sha1 = "962834c22b66e32aa10f7611c08c8ca4e20749a9" +uuid = "944b1d66-785c-5afd-91f1-9de20f533193" +version = "0.7.8" + +[[deps.ColorBrewer]] +deps = ["Colors", "JSON"] +git-tree-sha1 = "07da79661b919001e6863b81fc572497daa58349" +uuid = "a2cac450-b92f-5266-8821-25eda20663c8" +version = "0.4.2" + +[[deps.ColorSchemes]] +deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"] +git-tree-sha1 = "b0fd3f56fa442f81e0a47815c92245acfaaa4e34" +uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4" +version = "3.31.0" + +[[deps.ColorTypes]] +deps = ["FixedPointNumbers", "Random"] +git-tree-sha1 = "67e11ee83a43eb71ddc950302c53bf33f0690dfe" +uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f" +version = "0.12.1" +weakdeps = ["StyledStrings"] + + [deps.ColorTypes.extensions] + StyledStringsExt = "StyledStrings" + +[[deps.ColorVectorSpace]] +deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"] +git-tree-sha1 = "8b3b6f87ce8f65a2b4f857528fd8d70086cd72b1" +uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4" +version = "0.11.0" +weakdeps = ["SpecialFunctions"] + + [deps.ColorVectorSpace.extensions] + SpecialFunctionsExt = "SpecialFunctions" + +[[deps.Colors]] +deps = ["ColorTypes", "FixedPointNumbers", "Reexport"] +git-tree-sha1 = "37ea44092930b1811e666c3bc38065d7d87fcc74" +uuid = "5ae59095-9a9b-59fe-a467-6f913c188581" +version = "0.13.1" + +[[deps.Compat]] +deps = ["TOML", "UUIDs"] +git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad" +uuid = "34da2185-b29b-5c13-b0c7-acf172513d20" +version = "4.18.1" +weakdeps = ["Dates", "LinearAlgebra"] + + [deps.Compat.extensions] + CompatLinearAlgebraExt = "LinearAlgebra" + +[[deps.CompilerSupportLibraries_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" +version = "1.3.0+1" + +[[deps.ComputePipeline]] +deps = ["Observables", "Preferences"] +git-tree-sha1 = "76dab592fa553e378f9dd8adea16fe2591aa3daa" +uuid = "95dc2771-c249-4cd0-9c9f-1f3b4330693c" +version = "0.1.6" + +[[deps.ConcurrentUtilities]] +deps = ["Serialization", "Sockets"] +git-tree-sha1 = "d9d26935a0bcffc87d2613ce14c527c99fc543fd" +uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb" +version = "2.5.0" + +[[deps.ConstructionBase]] +git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb" +uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9" +version = "1.6.0" +weakdeps = ["IntervalSets", "LinearAlgebra", "StaticArrays"] + + [deps.ConstructionBase.extensions] + ConstructionBaseIntervalSetsExt = "IntervalSets" + ConstructionBaseLinearAlgebraExt = "LinearAlgebra" + ConstructionBaseStaticArraysExt = "StaticArrays" + +[[deps.Contour]] +git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8" +uuid = "d38c429a-6771-53c6-b99e-75d170b6e991" +version = "0.6.3" + +[[deps.DataAPI]] +git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe" +uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a" +version = "1.16.0" + +[[deps.DataStructures]] +deps = ["OrderedCollections"] +git-tree-sha1 = "e357641bb3e0638d353c4b29ea0e40ea644066a6" +uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" +version = "0.19.3" + +[[deps.DataValueInterfaces]] +git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6" +uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464" +version = "1.0.0" + +[[deps.Dates]] +deps = ["Printf"] +uuid = "ade2ca70-3891-5945-98fb-dc099432e06a" +version = "1.11.0" + +[[deps.DelaunayTriangulation]] +deps = ["AdaptivePredicates", "EnumX", "ExactPredicates", "Random"] +git-tree-sha1 = "c55f5a9fd67bdbc8e089b5a3111fe4292986a8e8" +uuid = "927a84f5-c5f4-47a5-9785-b46e178433df" +version = "1.6.6" + +[[deps.Deno_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "cd6756e833c377e0ce9cd63fb97689a255f12323" +uuid = "04572ae6-984a-583e-9378-9577a1c2574d" +version = "1.33.4+0" + +[[deps.Distributed]] +deps = ["Random", "Serialization", "Sockets"] +uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b" +version = "1.11.0" + +[[deps.Distributions]] +deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"] +git-tree-sha1 = "3bc002af51045ca3b47d2e1787d6ce02e68b943a" +uuid = "31c24e10-a181-5473-b8eb-7969acd0382f" +version = "0.25.122" + + [deps.Distributions.extensions] + DistributionsChainRulesCoreExt = "ChainRulesCore" + DistributionsDensityInterfaceExt = "DensityInterface" + DistributionsTestExt = "Test" + + [deps.Distributions.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d" + Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" + +[[deps.DocStringExtensions]] +git-tree-sha1 = "7442a5dfe1ebb773c29cc2962a8980f47221d76c" +uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae" +version = "0.9.5" + +[[deps.Downloads]] +deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"] +uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6" +version = "1.7.0" + +[[deps.EarCut_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "e3290f2d49e661fbd94046d7e3726ffcb2d41053" +uuid = "5ae413db-bbd1-5e63-b57d-d24a61df00f5" +version = "2.2.4+0" + +[[deps.EnumX]] +git-tree-sha1 = "bddad79635af6aec424f53ed8aad5d7555dc6f00" +uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56" +version = "1.0.5" + +[[deps.ExactPredicates]] +deps = ["IntervalArithmetic", "Random", "StaticArrays"] +git-tree-sha1 = "83231673ea4d3d6008ac74dc5079e77ab2209d8f" +uuid = "429591f6-91af-11e9-00e2-59fbe8cec110" +version = "2.2.9" + +[[deps.ExceptionUnwrapping]] +deps = ["Test"] +git-tree-sha1 = "d36f682e590a83d63d1c7dbd287573764682d12a" +uuid = "460bff9d-24e4-43bc-9d9f-a8973cb893f4" +version = "0.1.11" + +[[deps.Expat_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "27af30de8b5445644e8ffe3bcb0d72049c089cf1" +uuid = "2e619515-83b5-522b-bb60-26c02a35a201" +version = "2.7.3+0" + +[[deps.Extents]] +git-tree-sha1 = "b309b36a9e02fe7be71270dd8c0fd873625332b4" +uuid = "411431e0-e8b7-467b-b5e0-f676ba4f2910" +version = "0.1.6" + +[[deps.FFMPEG_jll]] +deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"] +git-tree-sha1 = "ccc81ba5e42497f4e76553a5545665eed577a663" +uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5" +version = "8.0.0+0" + +[[deps.FFTW]] +deps = ["AbstractFFTs", "FFTW_jll", "Libdl", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"] +git-tree-sha1 = "97f08406df914023af55ade2f843c39e99c5d969" +uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341" +version = "1.10.0" + +[[deps.FFTW_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "6d6219a004b8cf1e0b4dbe27a2860b8e04eba0be" +uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a" +version = "3.3.11+0" + +[[deps.FileIO]] +deps = ["Pkg", "Requires", "UUIDs"] +git-tree-sha1 = "d60eb76f37d7e5a40cc2e7c36974d864b82dc802" +uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" +version = "1.17.1" +weakdeps = ["HTTP"] + + [deps.FileIO.extensions] + HTTPExt = "HTTP" + +[[deps.FilePaths]] +deps = ["FilePathsBase", "MacroTools", "Reexport"] +git-tree-sha1 = "a1b2fbfe98503f15b665ed45b3d149e5d8895e4c" +uuid = "8fc22ac5-c921-52a6-82fd-178b2807b824" +version = "0.9.0" + + [deps.FilePaths.extensions] + FilePathsGlobExt = "Glob" + FilePathsURIParserExt = "URIParser" + FilePathsURIsExt = "URIs" + + [deps.FilePaths.weakdeps] + Glob = "c27321d9-0574-5035-807b-f59d2c89b15c" + URIParser = "30578b45-9adc-5946-b283-645ec420af67" + URIs = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4" + +[[deps.FilePathsBase]] +deps = ["Compat", "Dates"] +git-tree-sha1 = "3bab2c5aa25e7840a4b065805c0cdfc01f3068d2" +uuid = "48062228-2e41-5def-b9a4-89aafe57970f" +version = "0.9.24" +weakdeps = ["Mmap", "Test"] + + [deps.FilePathsBase.extensions] + FilePathsBaseMmapExt = "Mmap" + FilePathsBaseTestExt = "Test" + +[[deps.FileWatching]] +uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee" +version = "1.11.0" + +[[deps.FillArrays]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "5bfcd42851cf2f1b303f51525a54dc5e98d408a3" +uuid = "1a297f60-69ca-5386-bcde-b61e274b549b" +version = "1.15.0" +weakdeps = ["PDMats", "SparseArrays", "Statistics"] + + [deps.FillArrays.extensions] + FillArraysPDMatsExt = "PDMats" + FillArraysSparseArraysExt = "SparseArrays" + FillArraysStatisticsExt = "Statistics" + +[[deps.FixedPointNumbers]] +deps = ["Statistics"] +git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172" +uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93" +version = "0.8.5" + +[[deps.Fontconfig_jll]] +deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"] +git-tree-sha1 = "f85dac9a96a01087df6e3a749840015a0ca3817d" +uuid = "a3f928ae-7b40-5064-980b-68af3947d34b" +version = "2.17.1+0" + +[[deps.Format]] +git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc" +uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8" +version = "1.3.7" + +[[deps.FreeType]] +deps = ["CEnum", "FreeType2_jll"] +git-tree-sha1 = "907369da0f8e80728ab49c1c7e09327bf0d6d999" +uuid = "b38be410-82b0-50bf-ab77-7b57e271db43" +version = "4.1.1" + +[[deps.FreeType2_jll]] +deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "2c5512e11c791d1baed2049c5652441b28fc6a31" +uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7" +version = "2.13.4+0" + +[[deps.FreeTypeAbstraction]] +deps = ["BaseDirs", "ColorVectorSpace", "Colors", "FreeType", "GeometryBasics", "Mmap"] +git-tree-sha1 = "4ebb930ef4a43817991ba35db6317a05e59abd11" +uuid = "663a7486-cb36-511b-a19d-713bb74d65c9" +version = "0.10.8" + +[[deps.FriBidi_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "7a214fdac5ed5f59a22c2d9a885a16da1c74bbc7" +uuid = "559328eb-81f9-559d-9380-de523a88c83c" +version = "1.0.17+0" + +[[deps.GeometryBasics]] +deps = ["EarCut_jll", "Extents", "IterTools", "LinearAlgebra", "PrecompileTools", "Random", "StaticArrays"] +git-tree-sha1 = "1f5a80f4ed9f5a4aada88fc2db456e637676414b" +uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326" +version = "0.5.10" + + [deps.GeometryBasics.extensions] + GeometryBasicsGeoInterfaceExt = "GeoInterface" + + [deps.GeometryBasics.weakdeps] + GeoInterface = "cf35fbd7-0cd7-5166-be24-54bfbe79505f" + +[[deps.GettextRuntime_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll"] +git-tree-sha1 = "45288942190db7c5f760f59c04495064eedf9340" +uuid = "b0724c58-0f36-5564-988d-3bb0596ebc4a" +version = "0.22.4+0" + +[[deps.Giflib_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "6570366d757b50fabae9f4315ad74d2e40c0560a" +uuid = "59f7168a-df46-5410-90c8-f2779963d0ec" +version = "5.2.3+0" + +[[deps.Glib_jll]] +deps = ["Artifacts", "GettextRuntime_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"] +git-tree-sha1 = "6b4d2dc81736fe3980ff0e8879a9fc7c33c44ddf" +uuid = "7746bdde-850d-59dc-9ae8-88ece973131d" +version = "2.86.2+0" + +[[deps.Graphite2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "8a6dbda1fd736d60cc477d99f2e7a042acfa46e8" +uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472" +version = "1.3.15+0" + +[[deps.GridLayoutBase]] +deps = ["GeometryBasics", "InteractiveUtils", "Observables"] +git-tree-sha1 = "93d5c27c8de51687a2c70ec0716e6e76f298416f" +uuid = "3955a311-db13-416c-9275-1d80ed98e5e9" +version = "0.11.2" + +[[deps.Grisu]] +git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2" +uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe" +version = "1.0.2" + +[[deps.HTTP]] +deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"] +git-tree-sha1 = "5e6fe50ae7f23d171f44e311c2960294aaa0beb5" +uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3" +version = "1.10.19" + +[[deps.HarfBuzz_jll]] +deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"] +git-tree-sha1 = "f923f9a774fcf3f5cb761bfa43aeadd689714813" +uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566" +version = "8.5.1+0" + +[[deps.HypergeometricFunctions]] +deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"] +git-tree-sha1 = "68c173f4f449de5b438ee67ed0c9c748dc31a2ec" +uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a" +version = "0.3.28" + +[[deps.Hyperscript]] +deps = ["Test"] +git-tree-sha1 = "179267cfa5e712760cd43dcae385d7ea90cc25a4" +uuid = "47d2ed2b-36de-50cf-bf87-49c2cf4b8b91" +version = "0.0.5" + +[[deps.HypertextLiteral]] +deps = ["Tricks"] +git-tree-sha1 = "7134810b1afce04bbc1045ca1985fbe81ce17653" +uuid = "ac1192a8-f4b3-4bfe-ba22-af5b92cd3ab2" +version = "0.9.5" + +[[deps.IOCapture]] +deps = ["Logging", "Random"] +git-tree-sha1 = "0ee181ec08df7d7c911901ea38baf16f755114dc" +uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89" +version = "1.0.0" + +[[deps.ImageAxes]] +deps = ["AxisArrays", "ImageBase", "ImageCore", "Reexport", "SimpleTraits"] +git-tree-sha1 = "e12629406c6c4442539436581041d372d69c55ba" +uuid = "2803e5a7-5153-5ecf-9a86-9b4c37f5f5ac" +version = "0.6.12" + +[[deps.ImageBase]] +deps = ["ImageCore", "Reexport"] +git-tree-sha1 = "eb49b82c172811fd2c86759fa0553a2221feb909" +uuid = "c817782e-172a-44cc-b673-b171935fbb9e" +version = "0.1.7" + +[[deps.ImageCore]] +deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"] +git-tree-sha1 = "8c193230235bbcee22c8066b0374f63b5683c2d3" +uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534" +version = "0.10.5" + +[[deps.ImageIO]] +deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs", "WebP"] +git-tree-sha1 = "696144904b76e1ca433b886b4e7edd067d76cbf7" +uuid = "82e4d734-157c-48bb-816b-45c225c6df19" +version = "0.6.9" + +[[deps.ImageMetadata]] +deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"] +git-tree-sha1 = "2a81c3897be6fbcde0802a0ebe6796d0562f63ec" +uuid = "bc367c6b-8a6b-528e-b4bd-a4b897500b49" +version = "0.9.10" + +[[deps.Imath_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "0936ba688c6d201805a83da835b55c61a180db52" +uuid = "905a6f67-0a94-5f89-b386-d35d92009cd1" +version = "3.1.11+0" + +[[deps.IndirectArrays]] +git-tree-sha1 = "012e604e1c7458645cb8b436f8fba789a51b257f" +uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959" +version = "1.0.0" + +[[deps.Inflate]] +git-tree-sha1 = "d1b1b796e47d94588b3757fe84fbf65a5ec4a80d" +uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9" +version = "0.1.5" + +[[deps.IntelOpenMP_jll]] +deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"] +git-tree-sha1 = "ec1debd61c300961f98064cfb21287613ad7f303" +uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0" +version = "2025.2.0+0" + +[[deps.InteractiveUtils]] +deps = ["Markdown"] +uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" +version = "1.11.0" + +[[deps.Interpolations]] +deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"] +git-tree-sha1 = "65d505fa4c0d7072990d659ef3fc086eb6da8208" +uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59" +version = "0.16.2" + + [deps.Interpolations.extensions] + InterpolationsForwardDiffExt = "ForwardDiff" + InterpolationsUnitfulExt = "Unitful" + + [deps.Interpolations.weakdeps] + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" + +[[deps.IntervalArithmetic]] +deps = ["CRlibm", "MacroTools", "OpenBLASConsistentFPCSR_jll", "Printf", "Random", "RoundingEmulator"] +git-tree-sha1 = "02b61501dbe6da3b927cc25dacd7ce32390ee970" +uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253" +version = "1.0.2" + + [deps.IntervalArithmetic.extensions] + IntervalArithmeticArblibExt = "Arblib" + IntervalArithmeticDiffRulesExt = "DiffRules" + IntervalArithmeticForwardDiffExt = "ForwardDiff" + IntervalArithmeticIntervalSetsExt = "IntervalSets" + IntervalArithmeticLinearAlgebraExt = "LinearAlgebra" + IntervalArithmeticRecipesBaseExt = "RecipesBase" + IntervalArithmeticSparseArraysExt = "SparseArrays" + + [deps.IntervalArithmetic.weakdeps] + Arblib = "fb37089c-8514-4489-9461-98f9c8763369" + DiffRules = "b552c78f-8df3-52c6-915a-8e097449b14b" + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953" + LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" + RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01" + SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + +[[deps.IntervalSets]] +git-tree-sha1 = "d966f85b3b7a8e49d034d27a189e9a4874b4391a" +uuid = "8197267c-284f-5f27-9208-e0e47529a953" +version = "0.7.13" +weakdeps = ["Random", "RecipesBase", "Statistics"] + + [deps.IntervalSets.extensions] + IntervalSetsRandomExt = "Random" + IntervalSetsRecipesBaseExt = "RecipesBase" + IntervalSetsStatisticsExt = "Statistics" + +[[deps.InverseFunctions]] +git-tree-sha1 = "a779299d77cd080bf77b97535acecd73e1c5e5cb" +uuid = "3587e190-3f89-42d0-90ee-14403ec27112" +version = "0.1.17" +weakdeps = ["Dates", "Test"] + + [deps.InverseFunctions.extensions] + InverseFunctionsDatesExt = "Dates" + InverseFunctionsTestExt = "Test" + +[[deps.IrrationalConstants]] +git-tree-sha1 = "b2d91fe939cae05960e760110b328288867b5758" +uuid = "92d709cd-6900-40b7-9082-c6be49f344b6" +version = "0.2.6" + +[[deps.Isoband]] +deps = ["isoband_jll"] +git-tree-sha1 = "f9b6d97355599074dc867318950adaa6f9946137" +uuid = "f1662d9f-8043-43de-a69a-05efc1cc6ff4" +version = "0.1.1" + +[[deps.IterTools]] +git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023" +uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e" +version = "1.10.0" + +[[deps.IteratorInterfaceExtensions]] +git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856" +uuid = "82899510-4779-5014-852e-03e436cf321d" +version = "1.0.0" + +[[deps.JLLWrappers]] +deps = ["Artifacts", "Preferences"] +git-tree-sha1 = "0533e564aae234aff59ab625543145446d8b6ec2" +uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" +version = "1.7.1" + +[[deps.JSON]] +deps = ["Dates", "Logging", "Parsers", "PrecompileTools", "StructUtils", "UUIDs", "Unicode"] +git-tree-sha1 = "5b6bb73f555bc753a6153deec3717b8904f5551c" +uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6" +version = "1.3.0" + + [deps.JSON.extensions] + JSONArrowExt = ["ArrowTypes"] + + [deps.JSON.weakdeps] + ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd" + +[[deps.JpegTurbo]] +deps = ["CEnum", "FileIO", "ImageCore", "JpegTurbo_jll", "TOML"] +git-tree-sha1 = "9496de8fb52c224a2e3f9ff403947674517317d9" +uuid = "b835a17e-a41a-41e7-81f0-2f016b05efe0" +version = "0.1.6" + +[[deps.JpegTurbo_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "b6893345fd6658c8e475d40155789f4860ac3b21" +uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8" +version = "3.1.4+0" + +[[deps.JuliaSyntaxHighlighting]] +deps = ["StyledStrings"] +uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011" +version = "1.12.0" + +[[deps.KernelDensity]] +deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"] +git-tree-sha1 = "ba51324b894edaf1df3ab16e2cc6bc3280a2f1a7" +uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b" +version = "0.6.10" + +[[deps.LAME_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "059aabebaa7c82ccb853dd4a0ee9d17796f7e1bc" +uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d" +version = "3.100.3+0" + +[[deps.LERC_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "aaafe88dccbd957a8d82f7d05be9b69172e0cee3" +uuid = "88015f11-f218-50d7-93a8-a6af411a945d" +version = "4.0.1+0" + +[[deps.LLVMOpenMP_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "eb62a3deb62fc6d8822c0c4bef73e4412419c5d8" +uuid = "1d63c593-3942-5779-bab2-d838dc0a180e" +version = "18.1.8+0" + +[[deps.LZO_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1c602b1127f4751facb671441ca72715cc95938a" +uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac" +version = "2.10.3+0" + +[[deps.LaTeXStrings]] +git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c" +uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" +version = "1.4.0" + +[[deps.LazyArtifacts]] +deps = ["Artifacts", "Pkg"] +uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3" +version = "1.11.0" + +[[deps.LazyModules]] +git-tree-sha1 = "a560dd966b386ac9ae60bdd3a3d3a326062d3c3e" +uuid = "8cdb02fc-e678-4876-92c5-9defec4f444e" +version = "0.3.1" + +[[deps.LibCURL]] +deps = ["LibCURL_jll", "MozillaCACerts_jll"] +uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21" +version = "0.6.4" + +[[deps.LibCURL_jll]] +deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll", "Zlib_jll", "nghttp2_jll"] +uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0" +version = "8.15.0+0" + +[[deps.LibGit2]] +deps = ["LibGit2_jll", "NetworkOptions", "Printf", "SHA"] +uuid = "76f85450-5226-5b5a-8eaa-529ad045b433" +version = "1.11.0" + +[[deps.LibGit2_jll]] +deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll"] +uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5" +version = "1.9.0+0" + +[[deps.LibSSH2_jll]] +deps = ["Artifacts", "Libdl", "OpenSSL_jll"] +uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8" +version = "1.11.3+1" + +[[deps.Libdl]] +uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb" +version = "1.11.0" + +[[deps.Libffi_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "c8da7e6a91781c41a863611c7e966098d783c57a" +uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490" +version = "3.4.7+0" + +[[deps.Libglvnd_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"] +git-tree-sha1 = "d36c21b9e7c172a44a10484125024495e2625ac0" +uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29" +version = "1.7.1+1" + +[[deps.Libiconv_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809" +uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531" +version = "1.18.0+0" + +[[deps.Libmount_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "3acf07f130a76f87c041cfb2ff7d7284ca67b072" +uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9" +version = "2.41.2+0" + +[[deps.Libtiff_jll]] +deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"] +git-tree-sha1 = "f04133fe05eff1667d2054c53d59f9122383fe05" +uuid = "89763e89-9b03-5906-acba-b20f662cd828" +version = "4.7.2+0" + +[[deps.Libuuid_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "2a7a12fc0a4e7fb773450d17975322aa77142106" +uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700" +version = "2.41.2+0" + +[[deps.LinearAlgebra]] +deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"] +uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" +version = "1.12.0" + +[[deps.LogExpFunctions]] +deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"] +git-tree-sha1 = "13ca9e2586b89836fd20cccf56e57e2b9ae7f38f" +uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688" +version = "0.3.29" + + [deps.LogExpFunctions.extensions] + LogExpFunctionsChainRulesCoreExt = "ChainRulesCore" + LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables" + LogExpFunctionsInverseFunctionsExt = "InverseFunctions" + + [deps.LogExpFunctions.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0" + InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112" + +[[deps.Logging]] +uuid = "56ddb016-857b-54e1-b83d-db4d58db5568" +version = "1.11.0" + +[[deps.LoggingExtras]] +deps = ["Dates", "Logging"] +git-tree-sha1 = "f00544d95982ea270145636c181ceda21c4e2575" +uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36" +version = "1.2.0" + +[[deps.MIMEs]] +git-tree-sha1 = "c64d943587f7187e751162b3b84445bbbd79f691" +uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65" +version = "1.1.0" + +[[deps.MKL_jll]] +deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "oneTBB_jll"] +git-tree-sha1 = "282cadc186e7b2ae0eeadbd7a4dffed4196ae2aa" +uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7" +version = "2025.2.0+0" + +[[deps.MacroTools]] +git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522" +uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09" +version = "0.5.16" + +[[deps.Makie]] +deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "ComputePipeline", "Contour", "Dates", "DelaunayTriangulation", "Distributions", "DocStringExtensions", "Downloads", "FFMPEG_jll", "FileIO", "FilePaths", "FixedPointNumbers", "Format", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageBase", "ImageIO", "InteractiveUtils", "Interpolations", "IntervalSets", "InverseFunctions", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MacroTools", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "PNGFiles", "Packing", "Pkg", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Scratch", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun", "Unitful"] +git-tree-sha1 = "d1b974f376c24dad02c873e951c5cd4e351cd7c2" +uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a" +version = "0.24.8" + + [deps.Makie.extensions] + MakieDynamicQuantitiesExt = "DynamicQuantities" + + [deps.Makie.weakdeps] + DynamicQuantities = "06fc5a27-2a28-4c7c-a15d-362465fb6821" + +[[deps.MappedArrays]] +git-tree-sha1 = "0ee4497a4e80dbd29c058fcee6493f5219556f40" +uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900" +version = "0.4.3" + +[[deps.Markdown]] +deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"] +uuid = "d6f4376e-aef5-505a-96c1-9c027394607a" +version = "1.11.0" + +[[deps.MathTeXEngine]] +deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "UnicodeFun"] +git-tree-sha1 = "7eb8cdaa6f0e8081616367c10b31b9d9b34bb02a" +uuid = "0a4f8689-d25c-4efe-a92b-7142dfc1aa53" +version = "0.6.7" + +[[deps.MbedTLS]] +deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"] +git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf" +uuid = "739be429-bea8-5141-9913-cc70e7f3736d" +version = "1.1.9" + +[[deps.MbedTLS_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "ff69a2b1330bcb730b9ac1ab7dd680176f5896b8" +uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1" +version = "2.28.1010+0" + +[[deps.Missings]] +deps = ["DataAPI"] +git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d" +uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28" +version = "1.2.0" + +[[deps.Mmap]] +uuid = "a63ad114-7e13-5084-954f-fe012c677804" +version = "1.11.0" + +[[deps.MosaicViews]] +deps = ["MappedArrays", "OffsetArrays", "PaddedViews", "StackViews"] +git-tree-sha1 = "7b86a5d4d70a9f5cdf2dacb3cbe6d251d1a61dbe" +uuid = "e94cdb99-869f-56ef-bcf0-1ae2bcbe0389" +version = "0.3.4" + +[[deps.MozillaCACerts_jll]] +uuid = "14a3606d-f60d-562e-9121-12d972cd8159" +version = "2025.5.20" + +[[deps.MsgPack]] +deps = ["Serialization"] +git-tree-sha1 = "f5db02ae992c260e4826fe78c942954b48e1d9c2" +uuid = "99f44e22-a591-53d1-9472-aa23ef4bd671" +version = "1.2.1" + +[[deps.Netpbm]] +deps = ["FileIO", "ImageCore", "ImageMetadata"] +git-tree-sha1 = "d92b107dbb887293622df7697a2223f9f8176fcd" +uuid = "f09324ee-3d7c-5217-9330-fc30815ba969" +version = "1.1.1" + +[[deps.NetworkOptions]] +uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908" +version = "1.3.0" + +[[deps.Observables]] +git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225" +uuid = "510215fc-4207-5dde-b226-833fc4488ee2" +version = "0.5.5" + +[[deps.OffsetArrays]] +git-tree-sha1 = "117432e406b5c023f665fa73dc26e79ec3630151" +uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881" +version = "1.17.0" +weakdeps = ["Adapt"] + + [deps.OffsetArrays.extensions] + OffsetArraysAdaptExt = "Adapt" + +[[deps.Ogg_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "b6aa4566bb7ae78498a5e68943863fa8b5231b59" +uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051" +version = "1.3.6+0" + +[[deps.OpenBLASConsistentFPCSR_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "567515ca155d0020a45b05175449b499c63e7015" +uuid = "6cdc7f73-28fd-5e50-80fb-958a8875b1af" +version = "0.3.29+0" + +[[deps.OpenBLAS_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"] +uuid = "4536629a-c528-5b80-bd46-f80d51c5b363" +version = "0.3.29+0" + +[[deps.OpenEXR]] +deps = ["Colors", "FileIO", "OpenEXR_jll"] +git-tree-sha1 = "97db9e07fe2091882c765380ef58ec553074e9c7" +uuid = "52e1d378-f018-4a11-a4be-720524705ac7" +version = "0.3.3" + +[[deps.OpenEXR_jll]] +deps = ["Artifacts", "Imath_jll", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "8292dd5c8a38257111ada2174000a33745b06d4e" +uuid = "18a262bb-aa17-5467-a713-aee519bc75cb" +version = "3.2.4+0" + +[[deps.OpenLibm_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "05823500-19ac-5b8b-9628-191a04bc5112" +version = "0.8.7+0" + +[[deps.OpenSSL]] +deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "NetworkOptions", "OpenSSL_jll", "Sockets"] +git-tree-sha1 = "1d1aaa7d449b58415f97d2839c318b70ffb525a0" +uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c" +version = "1.6.1" + +[[deps.OpenSSL_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95" +version = "3.5.4+0" + +[[deps.OpenSpecFun_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1346c9208249809840c91b26703912dff463d335" +uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e" +version = "0.5.6+0" + +[[deps.Opus_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "c392fc5dd032381919e3b22dd32d6443760ce7ea" +uuid = "91d4177d-7536-5919-b921-800302f37372" +version = "1.5.2+0" + +[[deps.OrderedCollections]] +git-tree-sha1 = "05868e21324cede2207c6f0f466b4bfef6d5e7ee" +uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" +version = "1.8.1" + +[[deps.PCRE2_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15" +version = "10.44.0+1" + +[[deps.PDMats]] +deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"] +git-tree-sha1 = "d922b4d80d1e12c658da7785e754f4796cc1d60d" +uuid = "90014a1f-27ba-587c-ab20-58faa44d9150" +version = "0.11.36" +weakdeps = ["StatsBase"] + + [deps.PDMats.extensions] + StatsBaseExt = "StatsBase" + +[[deps.PNGFiles]] +deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"] +git-tree-sha1 = "cf181f0b1e6a18dfeb0ee8acc4a9d1672499626c" +uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883" +version = "0.4.4" + +[[deps.Packing]] +deps = ["GeometryBasics"] +git-tree-sha1 = "bc5bf2ea3d5351edf285a06b0016788a121ce92c" +uuid = "19eb6ba3-879d-56ad-ad62-d5c202156566" +version = "0.5.1" + +[[deps.PaddedViews]] +deps = ["OffsetArrays"] +git-tree-sha1 = "0fac6313486baae819364c52b4f483450a9d793f" +uuid = "5432bcbf-9aad-5242-b902-cca2824c8663" +version = "0.5.12" + +[[deps.Parsers]] +deps = ["Dates", "PrecompileTools", "UUIDs"] +git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810" +uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0" +version = "2.8.3" + +[[deps.Pixman_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"] +git-tree-sha1 = "db76b1ecd5e9715f3d043cec13b2ec93ce015d53" +uuid = "30392449-352a-5448-841d-b1acce4e97dc" +version = "0.44.2+0" + +[[deps.Pkg]] +deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"] +uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f" +version = "1.12.1" +weakdeps = ["REPL"] + + [deps.Pkg.extensions] + REPLExt = "REPL" + +[[deps.PkgVersion]] +deps = ["Pkg"] +git-tree-sha1 = "f9501cc0430a26bc3d156ae1b5b0c1b47af4d6da" +uuid = "eebad327-c553-4316-9ea0-9fa01ccd7688" +version = "0.3.3" + +[[deps.PlotUtils]] +deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"] +git-tree-sha1 = "26ca162858917496748aad52bb5d3be4d26a228a" +uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043" +version = "1.4.4" + +[[deps.PlutoUI]] +deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "Downloads", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"] +git-tree-sha1 = "0d751d4ceb9dbd402646886332c2f99169dc1cfd" +uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8" +version = "0.7.76" + +[[deps.PolygonOps]] +git-tree-sha1 = "77b3d3605fc1cd0b42d95eba87dfcd2bf67d5ff6" +uuid = "647866c9-e3ac-4575-94e7-e3d426903924" +version = "0.1.2" + +[[deps.PrecompileTools]] +deps = ["Preferences"] +git-tree-sha1 = "07a921781cab75691315adc645096ed5e370cb77" +uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a" +version = "1.3.3" + +[[deps.Preferences]] +deps = ["TOML"] +git-tree-sha1 = "522f093a29b31a93e34eaea17ba055d850edea28" +uuid = "21216c6a-2e73-6563-6e65-726566657250" +version = "1.5.1" + +[[deps.Printf]] +deps = ["Unicode"] +uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7" +version = "1.11.0" + +[[deps.ProgressMeter]] +deps = ["Distributed", "Printf"] +git-tree-sha1 = "fbb92c6c56b34e1a2c4c36058f68f332bec840e7" +uuid = "92933f4c-e287-5a05-a399-4b506db050ca" +version = "1.11.0" + +[[deps.PtrArrays]] +git-tree-sha1 = "1d36ef11a9aaf1e8b74dacc6a731dd1de8fd493d" +uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d" +version = "1.3.0" + +[[deps.QOI]] +deps = ["ColorTypes", "FileIO", "FixedPointNumbers"] +git-tree-sha1 = "472daaa816895cb7aee81658d4e7aec901fa1106" +uuid = "4b34888f-f399-49d4-9bb3-47ed5cae4e65" +version = "1.0.2" + +[[deps.QuadGK]] +deps = ["DataStructures", "LinearAlgebra"] +git-tree-sha1 = "9da16da70037ba9d701192e27befedefb91ec284" +uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc" +version = "2.11.2" + + [deps.QuadGK.extensions] + QuadGKEnzymeExt = "Enzyme" + + [deps.QuadGK.weakdeps] + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + +[[deps.REPL]] +deps = ["InteractiveUtils", "JuliaSyntaxHighlighting", "Markdown", "Sockets", "StyledStrings", "Unicode"] +uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb" +version = "1.11.0" + +[[deps.Random]] +deps = ["SHA"] +uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" +version = "1.11.0" + +[[deps.RangeArrays]] +git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5" +uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d" +version = "0.3.2" + +[[deps.Ratios]] +deps = ["Requires"] +git-tree-sha1 = "1342a47bf3260ee108163042310d26f2be5ec90b" +uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439" +version = "0.4.5" +weakdeps = ["FixedPointNumbers"] + + [deps.Ratios.extensions] + RatiosFixedPointNumbersExt = "FixedPointNumbers" + +[[deps.RecipesBase]] +deps = ["PrecompileTools"] +git-tree-sha1 = "5c3d09cc4f31f5fc6af001c250bf1278733100ff" +uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01" +version = "1.3.4" + +[[deps.Reexport]] +git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b" +uuid = "189a3867-3050-52da-a836-e630ba90ab69" +version = "1.2.2" + +[[deps.RelocatableFolders]] +deps = ["SHA", "Scratch"] +git-tree-sha1 = "ffdaf70d81cf6ff22c2b6e733c900c3321cab864" +uuid = "05181044-ff0b-4ac5-8273-598c1e38db00" +version = "1.0.1" + +[[deps.Requires]] +deps = ["UUIDs"] +git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64" +uuid = "ae029012-a4dd-5104-9daa-d747884805df" +version = "1.3.1" + +[[deps.Rmath]] +deps = ["Random", "Rmath_jll"] +git-tree-sha1 = "5b3d50eb374cea306873b371d3f8d3915a018f0b" +uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa" +version = "0.9.0" + +[[deps.Rmath_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8" +uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f" +version = "0.5.1+0" + +[[deps.RoundingEmulator]] +git-tree-sha1 = "40b9edad2e5287e05bd413a38f61a8ff55b9557b" +uuid = "5eaf0fd0-dfba-4ccb-bf02-d820a40db705" +version = "0.2.1" + +[[deps.SHA]] +uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce" +version = "0.7.0" + +[[deps.SIMD]] +deps = ["PrecompileTools"] +git-tree-sha1 = "e24dc23107d426a096d3eae6c165b921e74c18e4" +uuid = "fdea26ae-647d-5447-a871-4b548cad5224" +version = "3.7.2" + +[[deps.Scratch]] +deps = ["Dates"] +git-tree-sha1 = "9b81b8393e50b7d4e6d0a9f14e192294d3b7c109" +uuid = "6c6a2e73-6563-6170-7368-637461726353" +version = "1.3.0" + +[[deps.Serialization]] +uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b" +version = "1.11.0" + +[[deps.ShaderAbstractions]] +deps = ["ColorTypes", "FixedPointNumbers", "GeometryBasics", "LinearAlgebra", "Observables", "StaticArrays"] +git-tree-sha1 = "818554664a2e01fc3784becb2eb3a82326a604b6" +uuid = "65257c39-d410-5151-9873-9b3e5be5013e" +version = "0.5.0" + +[[deps.SharedArrays]] +deps = ["Distributed", "Mmap", "Random", "Serialization"] +uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383" +version = "1.11.0" + +[[deps.Showoff]] +deps = ["Dates", "Grisu"] +git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de" +uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f" +version = "1.0.3" + +[[deps.SignedDistanceFields]] +deps = ["Random", "Statistics", "Test"] +git-tree-sha1 = "d263a08ec505853a5ff1c1ebde2070419e3f28e9" +uuid = "73760f76-fbc4-59ce-8f25-708e95d2df96" +version = "0.4.0" + +[[deps.SimpleBufferStream]] +git-tree-sha1 = "f305871d2f381d21527c770d4788c06c097c9bc1" +uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7" +version = "1.2.0" + +[[deps.SimpleTraits]] +deps = ["InteractiveUtils", "MacroTools"] +git-tree-sha1 = "be8eeac05ec97d379347584fa9fe2f5f76795bcb" +uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d" +version = "0.9.5" + +[[deps.Sixel]] +deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"] +git-tree-sha1 = "0494aed9501e7fb65daba895fb7fd57cc38bc743" +uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47" +version = "0.1.5" + +[[deps.Sockets]] +uuid = "6462fe0b-24de-5631-8697-dd941f90decc" +version = "1.11.0" + +[[deps.SortingAlgorithms]] +deps = ["DataStructures"] +git-tree-sha1 = "64d974c2e6fdf07f8155b5b2ca2ffa9069b608d9" +uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c" +version = "1.2.2" + +[[deps.SparseArrays]] +deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"] +uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" +version = "1.12.0" + +[[deps.SpecialFunctions]] +deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"] +git-tree-sha1 = "f2685b435df2613e25fc10ad8c26dddb8640f547" +uuid = "276daf66-3868-5448-9aa4-cd146d93841b" +version = "2.6.1" +weakdeps = ["ChainRulesCore"] + + [deps.SpecialFunctions.extensions] + SpecialFunctionsChainRulesCoreExt = "ChainRulesCore" + +[[deps.StableRNGs]] +deps = ["Random"] +git-tree-sha1 = "4f96c596b8c8258cc7d3b19797854d368f243ddc" +uuid = "860ef19b-820b-49d6-a774-d7a799459cd3" +version = "1.0.4" + +[[deps.StackViews]] +deps = ["OffsetArrays"] +git-tree-sha1 = "be1cf4eb0ac528d96f5115b4ed80c26a8d8ae621" +uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15" +version = "0.1.2" + +[[deps.StaticArrays]] +deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"] +git-tree-sha1 = "b8693004b385c842357406e3af647701fe783f98" +uuid = "90137ffa-7385-5640-81b9-e52037218182" +version = "1.9.15" +weakdeps = ["ChainRulesCore", "Statistics"] + + [deps.StaticArrays.extensions] + StaticArraysChainRulesCoreExt = "ChainRulesCore" + StaticArraysStatisticsExt = "Statistics" + +[[deps.StaticArraysCore]] +git-tree-sha1 = "6ab403037779dae8c514bad259f32a447262455a" +uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" +version = "1.4.4" + +[[deps.Statistics]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0" +uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" +version = "1.11.1" +weakdeps = ["SparseArrays"] + + [deps.Statistics.extensions] + SparseArraysExt = ["SparseArrays"] + +[[deps.StatsAPI]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "178ed29fd5b2a2cfc3bd31c13375ae925623ff36" +uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0" +version = "1.8.0" + +[[deps.StatsBase]] +deps = ["AliasTables", "DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"] +git-tree-sha1 = "be5733d4a2b03341bdcab91cea6caa7e31ced14b" +uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" +version = "0.34.9" + +[[deps.StatsFuns]] +deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"] +git-tree-sha1 = "91f091a8716a6bb38417a6e6f274602a19aaa685" +uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c" +version = "1.5.2" +weakdeps = ["ChainRulesCore", "InverseFunctions"] + + [deps.StatsFuns.extensions] + StatsFunsChainRulesCoreExt = "ChainRulesCore" + StatsFunsInverseFunctionsExt = "InverseFunctions" + +[[deps.StructArrays]] +deps = ["ConstructionBase", "DataAPI", "Tables"] +git-tree-sha1 = "a2c37d815bf00575332b7bd0389f771cb7987214" +uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" +version = "0.7.2" + + [deps.StructArrays.extensions] + StructArraysAdaptExt = "Adapt" + StructArraysGPUArraysCoreExt = ["GPUArraysCore", "KernelAbstractions"] + StructArraysLinearAlgebraExt = "LinearAlgebra" + StructArraysSparseArraysExt = "SparseArrays" + StructArraysStaticArraysExt = "StaticArrays" + + [deps.StructArrays.weakdeps] + Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" + GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527" + KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c" + LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" + SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + +[[deps.StructUtils]] +deps = ["Dates", "UUIDs"] +git-tree-sha1 = "79529b493a44927dd5b13dde1c7ce957c2d049e4" +uuid = "ec057cc2-7a8d-4b58-b3b3-92acb9f63b42" +version = "2.6.0" + + [deps.StructUtils.extensions] + StructUtilsMeasurementsExt = ["Measurements"] + StructUtilsTablesExt = ["Tables"] + + [deps.StructUtils.weakdeps] + Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7" + Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" + +[[deps.StyledStrings]] +uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b" +version = "1.11.0" + +[[deps.SuiteSparse]] +deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"] +uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9" + +[[deps.SuiteSparse_jll]] +deps = ["Artifacts", "Libdl", "libblastrampoline_jll"] +uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c" +version = "7.8.3+2" + +[[deps.TOML]] +deps = ["Dates"] +uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76" +version = "1.0.3" + +[[deps.TableTraits]] +deps = ["IteratorInterfaceExtensions"] +git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39" +uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c" +version = "1.0.1" + +[[deps.Tables]] +deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"] +git-tree-sha1 = "f2c1efbc8f3a609aadf318094f8fc5204bdaf344" +uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" +version = "1.12.1" + +[[deps.Tar]] +deps = ["ArgTools", "SHA"] +uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e" +version = "1.10.0" + +[[deps.TensorCore]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6" +uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50" +version = "0.1.1" + +[[deps.Test]] +deps = ["InteractiveUtils", "Logging", "Random", "Serialization"] +uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40" +version = "1.11.0" + +[[deps.ThreadPools]] +deps = ["Printf", "RecipesBase", "Statistics"] +git-tree-sha1 = "50cb5f85d5646bc1422aa0238aa5bfca99ca9ae7" +uuid = "b189fb0b-2eb5-4ed4-bc0c-d34c51242431" +version = "2.1.1" + +[[deps.TiffImages]] +deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "PrecompileTools", "ProgressMeter", "SIMD", "UUIDs"] +git-tree-sha1 = "98b9352a24cb6a2066f9ababcc6802de9aed8ad8" +uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69" +version = "0.11.6" + +[[deps.TranscodingStreams]] +git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742" +uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa" +version = "0.11.3" + +[[deps.Tricks]] +git-tree-sha1 = "311349fd1c93a31f783f977a71e8b062a57d4101" +uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775" +version = "0.1.13" + +[[deps.TriplotBase]] +git-tree-sha1 = "4d4ed7f294cda19382ff7de4c137d24d16adc89b" +uuid = "981d1d27-644d-49a2-9326-4793e63143c3" +version = "0.1.0" + +[[deps.URIs]] +git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a" +uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4" +version = "1.6.1" + +[[deps.UUIDs]] +deps = ["Random", "SHA"] +uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4" +version = "1.11.0" + +[[deps.Unicode]] +uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5" +version = "1.11.0" + +[[deps.UnicodeFun]] +deps = ["REPL"] +git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf" +uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1" +version = "0.4.1" + +[[deps.Unitful]] +deps = ["Dates", "LinearAlgebra", "Random"] +git-tree-sha1 = "c25751629f5baaa27fef307f96536db62e1d754e" +uuid = "1986cc42-f94f-5a68-af5c-568840ba703d" +version = "1.27.0" + + [deps.Unitful.extensions] + ConstructionBaseUnitfulExt = "ConstructionBase" + ForwardDiffExt = "ForwardDiff" + InverseFunctionsUnitfulExt = "InverseFunctions" + LatexifyExt = ["Latexify", "LaTeXStrings"] + NaNMathExt = "NaNMath" + PrintfExt = "Printf" + + [deps.Unitful.weakdeps] + ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9" + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112" + LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" + Latexify = "23fbe1c1-3f47-55db-b15f-69d7ec21a316" + NaNMath = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3" + Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7" + +[[deps.WGLMakie]] +deps = ["Bonito", "Colors", "FileIO", "FreeTypeAbstraction", "GeometryBasics", "Hyperscript", "LinearAlgebra", "Makie", "Observables", "PNGFiles", "PrecompileTools", "RelocatableFolders", "ShaderAbstractions", "StaticArrays"] +git-tree-sha1 = "32801246eb6c7afb0e1e49509b3ffebecb538657" +uuid = "276b4fcb-3e11-5398-bf8b-a0c2d153d008" +version = "0.13.8" + +[[deps.WebP]] +deps = ["CEnum", "ColorTypes", "FileIO", "FixedPointNumbers", "ImageCore", "libwebp_jll"] +git-tree-sha1 = "aa1ca3c47f119fbdae8770c29820e5e6119b83f2" +uuid = "e3aaa7dc-3e4b-44e0-be63-ffb868ccd7c1" +version = "0.1.3" + +[[deps.WidgetsBase]] +deps = ["Observables"] +git-tree-sha1 = "30a1d631eb06e8c868c559599f915a62d55c2601" +uuid = "eead4739-05f7-45a1-878c-cee36b57321c" +version = "0.1.4" + +[[deps.WoodburyMatrices]] +deps = ["LinearAlgebra", "SparseArrays"] +git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511" +uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6" +version = "1.0.0" + +[[deps.XZ_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "fee71455b0aaa3440dfdd54a9a36ccef829be7d4" +uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800" +version = "5.8.1+0" + +[[deps.Xorg_libX11_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"] +git-tree-sha1 = "b5899b25d17bf1889d25906fb9deed5da0c15b3b" +uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc" +version = "1.8.12+0" + +[[deps.Xorg_libXau_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "aa1261ebbac3ccc8d16558ae6799524c450ed16b" +uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec" +version = "1.0.13+0" + +[[deps.Xorg_libXdmcp_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "52858d64353db33a56e13c341d7bf44cd0d7b309" +uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05" +version = "1.1.6+0" + +[[deps.Xorg_libXext_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] +git-tree-sha1 = "a4c0ee07ad36bf8bbce1c3bb52d21fb1e0b987fb" +uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3" +version = "1.3.7+0" + +[[deps.Xorg_libXrender_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] +git-tree-sha1 = "7ed9347888fac59a618302ee38216dd0379c480d" +uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa" +version = "0.9.12+0" + +[[deps.Xorg_libxcb_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXau_jll", "Xorg_libXdmcp_jll"] +git-tree-sha1 = "bfcaf7ec088eaba362093393fe11aa141fa15422" +uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b" +version = "1.17.1+0" + +[[deps.Xorg_xtrans_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "a63799ff68005991f9d9491b6e95bd3478d783cb" +uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10" +version = "1.6.0+0" + +[[deps.Zlib_jll]] +deps = ["Libdl"] +uuid = "83775a58-1f1d-513f-b197-d71354ab007a" +version = "1.3.1+2" + +[[deps.Zstd_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "446b23e73536f84e8037f5dce465e92275f6a308" +uuid = "3161d3a3-bdf6-5164-811a-617609db77b4" +version = "1.5.7+1" + +[[deps.isoband_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "51b5eeb3f98367157a7a12a1fb0aa5328946c03c" +uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4" +version = "0.2.3+0" + +[[deps.libaom_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "371cc681c00a3ccc3fbc5c0fb91f58ba9bec1ecf" +uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b" +version = "3.13.1+0" + +[[deps.libass_jll]] +deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "125eedcb0a4a0bba65b657251ce1d27c8714e9d6" +uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0" +version = "0.17.4+0" + +[[deps.libblastrampoline_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" +version = "5.15.0+0" + +[[deps.libfdk_aac_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "646634dd19587a56ee2f1199563ec056c5f228df" +uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280" +version = "2.0.4+0" + +[[deps.libpng_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "de8ab4f01cb2d8b41702bab9eaad9e8b7d352f73" +uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f" +version = "1.6.53+0" + +[[deps.libsixel_jll]] +deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "libpng_jll"] +git-tree-sha1 = "c1733e347283df07689d71d61e14be986e49e47a" +uuid = "075b6546-f08a-558a-be8f-8157d0f608a5" +version = "1.10.5+0" + +[[deps.libvorbis_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll"] +git-tree-sha1 = "11e1772e7f3cc987e9d3de991dd4f6b2602663a5" +uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a" +version = "1.3.8+0" + +[[deps.libwebp_jll]] +deps = ["Artifacts", "Giflib_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libglvnd_jll", "Libtiff_jll", "libpng_jll"] +git-tree-sha1 = "4e4282c4d846e11dce56d74fa8040130b7a95cb3" +uuid = "c5f90fcd-3b7e-5836-afba-fc50a0988cb2" +version = "1.6.0+0" + +[[deps.nghttp2_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d" +version = "1.64.0+1" + +[[deps.oneTBB_jll]] +deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"] +git-tree-sha1 = "1350188a69a6e46f799d3945beef36435ed7262f" +uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e" +version = "2022.0.0+1" + +[[deps.p7zip_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"] +uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0" +version = "17.7.0+0" + +[[deps.x264_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "14cc7083fc6dff3cc44f2bc435ee96d06ed79aa7" +uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a" +version = "10164.0.1+0" + +[[deps.x265_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "e7b67590c14d487e734dcb925924c5dc43ec85f3" +uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76" +version = "4.1.0+0" +""" + +# ╔═╡ Cell order: +# ╟─5b5f4616-0f66-455a-8e90-4f4027befc51 +# ╟─4acece79-c67c-420e-a688-679d4c4dbe36 +# ╟─2ed1866c-1d9a-4992-a98d-4492ebe8ca44 +# ╟─048f54ba-45d1-49e2-b19d-7ef634c77cf0 +# ╟─d353c065-7802-4f18-8492-008b860b9379 +# ╟─106e4592-7ddc-4388-b92d-d41933828032 +# ╟─9cf1da97-dcb0-4691-8597-44bc62dff257 +# ╟─2220f4b9-02bd-4540-a32e-124b90cd3033 +# ╠═9d306b48-df32-11f0-b15f-7540889fd2b7 +# ╟─13c42895-ad10-4f99-adc2-a3f371987d56 +# ╟─91a90dc6-4f33-403d-b7f2-837fed4a0304 +# ╠═9d9b338e-c859-4089-aa27-40742dbfd054 +# ╟─917f2df5-f63f-4937-b1e0-b60ed4351d9f +# ╟─6a54d18f-45ec-4917-843e-d6af2660525c +# ╟─ab52259b-27e1-4ddb-b926-5a702f5d2af7 +# ╟─00000000-0000-0000-0000-000000000001 +# ╟─00000000-0000-0000-0000-000000000002 From 0dc8b20a7f61b1f2fac21e7a51dcd09929ac652f Mon Sep 17 00:00:00 2001 From: Julien Chevallier Date: Mon, 12 Jan 2026 17:42:50 +0100 Subject: [PATCH 2/7] move the notebook to plot folder --- WGLMakie.jl => src/plot/WGLMakie.jl | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename WGLMakie.jl => src/plot/WGLMakie.jl (100%) diff --git a/WGLMakie.jl b/src/plot/WGLMakie.jl similarity index 100% rename from WGLMakie.jl rename to src/plot/WGLMakie.jl From bdb780d120d5d070659e4b95e638914f10104cdc Mon Sep 17 00:00:00 2001 From: Julien Chevallier Date: Tue, 13 Jan 2026 10:04:48 +0100 Subject: [PATCH 3/7] Apply all suggestions from code review Co-authored-by: Benedikt Ehinger --- src/plot/WGLMakie.jl | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/plot/WGLMakie.jl b/src/plot/WGLMakie.jl index d70aaaa4..4e29adfe 100644 --- a/src/plot/WGLMakie.jl +++ b/src/plot/WGLMakie.jl @@ -29,12 +29,12 @@ using PlutoUI md"# Interactivity and animations via WGLMakie" # ╔═╡ 4acece79-c67c-420e-a688-679d4c4dbe36 -md"""The most natural way to put interactivity in 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. +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 super powerful but it comes with huge instalation and precompilation times. + 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 @@ -72,9 +72,9 @@ end md"## Makie" # ╔═╡ 106e4592-7ddc-4388-b92d-d41933828032 -md"If you are not familiar with Makie, here is a [basic tutorial](https://docs.makie.org/stable/tutorials/getting-started) dealing with static single plots and an [advanced tutorial](https://docs.makie.org/stable/tutorials/layout-tutorial) dealing with layouts of multiple plots. +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 this [tutorial](https://docs.makie.org/stable/explanations/animation)." +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" From 6532c60f6b9cf53013b4a4f95a6bf77a72d7a09a Mon Sep 17 00:00:00 2001 From: Julien Chevallier Date: Tue, 20 Jan 2026 06:25:59 +0100 Subject: [PATCH 4/7] Remove the Bonito dependence Updated integration instructions for Makie animations in Pluto notebooks. Changed from using 'Bonito.App' and `DOM.div` to 'let ... end'. --- src/plot/WGLMakie.jl | 22 +++++++++------------- 1 file changed, 9 insertions(+), 13 deletions(-) diff --git a/src/plot/WGLMakie.jl b/src/plot/WGLMakie.jl index 4e29adfe..3f9c993c 100644 --- a/src/plot/WGLMakie.jl +++ b/src/plot/WGLMakie.jl @@ -17,10 +17,7 @@ macro bind(def, element) end # ╔═╡ 9d306b48-df32-11f0-b15f-7540889fd2b7 -begin - using Bonito - using WGLMakie -end +using WGLMakie # ╔═╡ ab52259b-27e1-4ddb-b926-5a702f5d2af7 using PlutoUI @@ -38,10 +35,10 @@ The objective of the present notebook is to present an alternative using the [Ma """ # ╔═╡ 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)." +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 -App() do +let figurewidth = 600 fig = Figure(size=(figurewidth,300)) @@ -65,7 +62,7 @@ App() do t[] += tick.delta_time end - DOM.div(fig, style="margin: auto; width:"*string(figurewidth)*"px;") + fig end # ╔═╡ d353c065-7802-4f18-8492-008b860b9379 @@ -80,21 +77,20 @@ If you are familiar with Makie for static plots, but not for animations, have a md"## Integration in Pluto" # ╔═╡ 2220f4b9-02bd-4540-a32e-124b90cd3033 -md"Makie animations can be integrated into Pluto notebooks via the `WGLMakie` backend and `Bonito`'s DOM API." +md"Makie animations can be integrated almost seamlessly into Pluto notebooks via the `WGLMakie` backend." # ╔═╡ 13c42895-ad10-4f99-adc2-a3f371987d56 -md"Pluto integration uses `Bonito.App`. All the commands related to the Makie animation (usually starting with `fig = Figure(...)` and ending with `fig`) must be placed in a `App() do ... end` block. Note that 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 `App() do ... end` blocks. +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 - - The last command `fig` must be replaced by `DOM.div(fig)`. - - Since some interactive components (e.g. `Slider`) are also exported by other packages (e.g. PlutoUI), you may need to write `Makie.Slider` avoid ambiguity. + 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 -App() do +let fig = Figure() ax = Axis(fig[1, 1]) @@ -116,7 +112,7 @@ App() do barplot!(counts, color = cgrad(:Spectral)[LinRange(0, 1, 5)]) ylims!(ax, 0, 20) - DOM.div(fig) + fig end # ╔═╡ 917f2df5-f63f-4937-b1e0-b60ed4351d9f From 5f92d2a3636b41ac5b25f4a95076b0dac6f23680 Mon Sep 17 00:00:00 2001 From: Julien Chevallier Date: Wed, 28 Jan 2026 18:40:04 +0100 Subject: [PATCH 5/7] add example of integration with PlutoUI --- src/plot/WGLMakie.jl | 54 ++++++++++++++++++++++++++++++++++++++------ 1 file changed, 47 insertions(+), 7 deletions(-) diff --git a/src/plot/WGLMakie.jl b/src/plot/WGLMakie.jl index 3f9c993c..a8d3e81e 100644 --- a/src/plot/WGLMakie.jl +++ b/src/plot/WGLMakie.jl @@ -19,7 +19,7 @@ end # ╔═╡ 9d306b48-df32-11f0-b15f-7540889fd2b7 using WGLMakie -# ╔═╡ ab52259b-27e1-4ddb-b926-5a702f5d2af7 +# ╔═╡ 78ccde0f-fdca-4db3-9af3-caa3a0963b23 using PlutoUI # ╔═╡ 5b5f4616-0f66-455a-8e90-4f4027befc51 @@ -74,7 +74,7 @@ md"If you are not familiar with Makie, here is Makie's [basic tutorial](https:// 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" +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." @@ -115,11 +115,44 @@ let 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 the integer values between 0 and `val`." + +# ╔═╡ b8b581e9-5085-4763-8f46-2aa718925635 +@bind val PlutoUI.Slider(0:10) + +# ╔═╡ 86f8bb60-7e4c-4acd-af9c-ada0c589f7a5 +md"Then, we initialize an `Observable`. *The argument `1:1` below can be replaced by `0:0` or `2:25`, etc. It only has to respect the type that we want, i.e. `UnitRange{Int64}` here.*" + +# ╔═╡ 96269a69-e678-4a9f-87c2-6215032b42d1 +val_obs = Observable(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:val + +# ╔═╡ a6937e90-5714-4023-aaf5-02909c53daa7 +scatter(val_obs, axis=(;limits=(0,12,-1,11))) + +# ╔═╡ 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: + ``` + scatter(1:val, axis=(;limits=(0,12,-1,11))) + ``` +" + # ╔═╡ 917f2df5-f63f-4937-b1e0-b60ed4351d9f md"## Conclusion" # ╔═╡ 6a54d18f-45ec-4917-843e-d6af2660525c -md"There are two main drawbacks when using Makie animations: +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. @@ -130,12 +163,10 @@ However, if you plan to produce slides for a presentation, using Makie is a grea # ╔═╡ 00000000-0000-0000-0000-000000000001 PLUTO_PROJECT_TOML_CONTENTS = """ [deps] -Bonito = "824d6782-a2ef-11e9-3a09-e5662e0c26f8" PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8" WGLMakie = "276b4fcb-3e11-5398-bf8b-a0c2d153d008" [compat] -Bonito = "~4.1.14" PlutoUI = "~0.7.76" WGLMakie = "~0.13.8" """ @@ -146,7 +177,7 @@ PLUTO_MANIFEST_TOML_CONTENTS = """ julia_version = "1.12.3" manifest_format = "2.0" -project_hash = "e282179be6be3309f6ceb8f615e9c9c05c3bed64" +project_hash = "a56abc952d3fd901bd7e56bb84dc5c622163f44a" [[deps.AbstractFFTs]] deps = ["LinearAlgebra"] @@ -1811,8 +1842,17 @@ version = "4.1.0+0" # ╟─13c42895-ad10-4f99-adc2-a3f371987d56 # ╟─91a90dc6-4f33-403d-b7f2-837fed4a0304 # ╠═9d9b338e-c859-4089-aa27-40742dbfd054 +# ╟─df840868-75d4-4687-8556-19eeab1e4115 +# ╠═78ccde0f-fdca-4db3-9af3-caa3a0963b23 +# ╟─9e86e965-7a3e-43bc-930a-5d916273770f +# ╠═b8b581e9-5085-4763-8f46-2aa718925635 +# ╟─86f8bb60-7e4c-4acd-af9c-ada0c589f7a5 +# ╠═96269a69-e678-4a9f-87c2-6215032b42d1 +# ╟─b1658a17-b59f-4c35-b7a0-1503e377c731 +# ╠═b496ac83-b3c7-4758-994e-7534abc56932 +# ╠═a6937e90-5714-4023-aaf5-02909c53daa7 +# ╟─6d79f301-b6b4-40be-b48e-e194466b5170 # ╟─917f2df5-f63f-4937-b1e0-b60ed4351d9f # ╟─6a54d18f-45ec-4917-843e-d6af2660525c -# ╟─ab52259b-27e1-4ddb-b926-5a702f5d2af7 # ╟─00000000-0000-0000-0000-000000000001 # ╟─00000000-0000-0000-0000-000000000002 From 54acbf4e9944f95748abe7d79db227941a96628f Mon Sep 17 00:00:00 2001 From: Julien Chevallier Date: Thu, 29 Jan 2026 10:16:12 +0100 Subject: [PATCH 6/7] fancier example of PlutoUI integration --- src/plot/WGLMakie.jl | 30 +++++++++++++++++++++++------- 1 file changed, 23 insertions(+), 7 deletions(-) diff --git a/src/plot/WGLMakie.jl b/src/plot/WGLMakie.jl index a8d3e81e..2c05e44e 100644 --- a/src/plot/WGLMakie.jl +++ b/src/plot/WGLMakie.jl @@ -119,32 +119,47 @@ end 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 the integer values between 0 and `val`." +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(0:10) +@bind val PlutoUI.Slider(0.0:0.01:40.0) # ╔═╡ 86f8bb60-7e4c-4acd-af9c-ada0c589f7a5 -md"Then, we initialize an `Observable`. *The argument `1:1` below can be replaced by `0:0` or `2:25`, etc. It only has to respect the type that we want, i.e. `UnitRange{Int64}` here.*" +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) +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:val +val_obs[] = 0:0.01:val # ╔═╡ a6937e90-5714-4023-aaf5-02909c53daa7 -scatter(val_obs, axis=(;limits=(0,12,-1,11))) +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: ``` - scatter(1:val, axis=(;limits=(0,12,-1,11))) + 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 ``` " @@ -1851,6 +1866,7 @@ version = "4.1.0+0" # ╟─b1658a17-b59f-4c35-b7a0-1503e377c731 # ╠═b496ac83-b3c7-4758-994e-7534abc56932 # ╠═a6937e90-5714-4023-aaf5-02909c53daa7 +# ╟─774f1c41-7a84-401a-950c-466cf05fcd92 # ╟─6d79f301-b6b4-40be-b48e-e194466b5170 # ╟─917f2df5-f63f-4937-b1e0-b60ed4351d9f # ╟─6a54d18f-45ec-4917-843e-d6af2660525c From 25bf4586b50da91f1e54d9f34f10717b1e43c827 Mon Sep 17 00:00:00 2001 From: Julien Chevallier Date: Mon, 2 Mar 2026 18:57:27 +0100 Subject: [PATCH 7/7] Add frontmatter --- src/plot/WGLMakie.jl | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/src/plot/WGLMakie.jl b/src/plot/WGLMakie.jl index 2c05e44e..1b4bd4b6 100644 --- a/src/plot/WGLMakie.jl +++ b/src/plot/WGLMakie.jl @@ -1,6 +1,16 @@ ### 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