From 0f703efe7710457f7566f59bfbbe65033373ff35 Mon Sep 17 00:00:00 2001
From: Bart de Koning <74617371+SouthEndMusic@users.noreply.github.com>
Date: Mon, 4 Nov 2024 14:12:25 +0100
Subject: [PATCH] Callstack visualization (#1922)

Fixes https://github.com/Deltares/Ribasim/issues/1472.
---
 Manifest.toml                  | 946 ++++++++++++++++++++++++++++++++-
 Project.toml                   |   3 +
 core/src/model.jl              |   2 +-
 core/src/write.jl              |   1 -
 docs/.gitignore                |   1 +
 docs/_quarto.yml               |   1 +
 docs/concept/equations.qmd     |   2 +-
 docs/dev/callstacks.qmd        | 115 ++++
 docs/dev/scripts/plot_trace.jl | 215 ++++++++
 docs/dev/scripts/trace_call.jl |  98 ++++
 10 files changed, 1359 insertions(+), 25 deletions(-)
 create mode 100644 docs/dev/callstacks.qmd
 create mode 100644 docs/dev/scripts/plot_trace.jl
 create mode 100644 docs/dev/scripts/trace_call.jl

diff --git a/Manifest.toml b/Manifest.toml
index 4a0bbe0d3..b647634fa 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -2,7 +2,7 @@
 
 julia_version = "1.11.1"
 manifest_format = "2.0"
-project_hash = "0257f2772e4bfed0b6316b6871c4495978c173b4"
+project_hash = "921c2f0c042509feb4a1950ec24084c1ad561dd0"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "eea5d80188827b35333801ef97a40c2ed653b081"
@@ -14,6 +14,17 @@ weakdeps = ["ChainRulesCore", "EnzymeCore"]
     ADTypesChainRulesCoreExt = "ChainRulesCore"
     ADTypesEnzymeCoreExt = "EnzymeCore"
 
+[[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.AbstractTrees]]
 git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
@@ -54,6 +65,23 @@ weakdeps = ["StaticArrays"]
     [deps.Adapt.extensions]
     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 = "e81c509d2c8e49592413bfb0bb3b08150056c79d"
+uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340"
+version = "0.4.1"
+
 [[deps.ArgCheck]]
 git-tree-sha1 = "a3a402a35a2f7e0b87828ccabbd5ebfbebe356b4"
 uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197"
@@ -125,6 +153,24 @@ version = "2.3.0"
 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 = "16351be62963a67ac4083f748fdb3cca58bfd52f"
+uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
+version = "0.4.7"
+
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 version = "1.11.0"
@@ -158,12 +204,45 @@ git-tree-sha1 = "8873e196c2eb87962a2048b3b8e08946535864a1"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+2"
 
+[[deps.CEnum]]
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
+uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
+version = "0.5.0"
+
 [[deps.CPUSummary]]
 deps = ["CpuId", "IfElse", "PrecompileTools", "Static"]
 git-tree-sha1 = "5a97e67919535d6841172016c9530fd69494e5ec"
 uuid = "2a0fbf3d-bb9c-48f3-b0a9-814d99fd7ab9"
 version = "0.2.6"
 
+[[deps.CRC32c]]
+uuid = "8bf52ea8-c179-5cab-976a-9e18b702a9bc"
+version = "1.11.0"
+
+[[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]]
+deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"]
+git-tree-sha1 = "7b6ad8c35f4bc3bca8eb78127c8b99719506a5fb"
+uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
+version = "1.1.0"
+
+[[deps.CairoMakie]]
+deps = ["CRC32c", "Cairo", "Cairo_jll", "Colors", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
+git-tree-sha1 = "fbfdb7cbe17bd14b60646c14c27a16e5038cde54"
+uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
+version = "0.12.15"
+
+[[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 = "009060c9a6168704143100f36ab08f06c2af4642"
+uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
+version = "1.18.2+1"
+
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
 git-tree-sha1 = "3e4b134270b372f2ed4d4d0e936aabaefc1802bc"
@@ -210,6 +289,40 @@ git-tree-sha1 = "d0073f473757f0d39ac9707f1eb03b431573cbd8"
 uuid = "6b39b394-51ab-5f42-8807-6242bab2b4c2"
 version = "0.8.6"
 
+[[deps.ColorBrewer]]
+deps = ["Colors", "JSON", "Test"]
+git-tree-sha1 = "61c5334f33d91e570e1d0c3eb5465835242582c4"
+uuid = "a2cac450-b92f-5266-8821-25eda20663c8"
+version = "0.4.0"
+
+[[deps.ColorSchemes]]
+deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
+git-tree-sha1 = "13951eb68769ad1cd460cdb2e64e5e95f1bf123d"
+uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
+version = "3.27.0"
+
+[[deps.ColorTypes]]
+deps = ["FixedPointNumbers", "Random"]
+git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
+uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
+version = "0.11.5"
+
+[[deps.ColorVectorSpace]]
+deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
+git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
+uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
+version = "0.10.0"
+weakdeps = ["SpecialFunctions"]
+
+    [deps.ColorVectorSpace.extensions]
+    SpecialFunctionsExt = "SpecialFunctions"
+
+[[deps.Colors]]
+deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
+git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0"
+uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
+version = "0.12.11"
+
 [[deps.CommonSolve]]
 git-tree-sha1 = "0eee5eb66b1cf62cd6ad1b460238e60e4b09400c"
 uuid = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2"
@@ -307,16 +420,17 @@ version = "0.17.6"
 git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
 version = "1.5.8"
+weakdeps = ["IntervalSets", "LinearAlgebra", "StaticArrays"]
 
     [deps.ConstructionBase.extensions]
     ConstructionBaseIntervalSetsExt = "IntervalSets"
     ConstructionBaseLinearAlgebraExt = "LinearAlgebra"
     ConstructionBaseStaticArraysExt = "StaticArrays"
 
-    [deps.ConstructionBase.weakdeps]
-    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
-    LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+[[deps.Contour]]
+git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
+uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
+version = "0.6.3"
 
 [[deps.CpuId]]
 deps = ["Markdown"]
@@ -380,6 +494,12 @@ deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 version = "1.11.0"
 
+[[deps.DelaunayTriangulation]]
+deps = ["AdaptivePredicates", "EnumX", "ExactPredicates", "PrecompileTools", "Random"]
+git-tree-sha1 = "89df54fbe66e5872d91d8c2cd3a375f660c3fd64"
+uuid = "927a84f5-c5f4-47a5-9785-b46e178433df"
+version = "1.6.1"
+
 [[deps.DiffEqBase]]
 deps = ["ArrayInterface", "ConcreteStructs", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "FastClosures", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "Setfield", "Static", "StaticArraysCore", "Statistics", "TruncatedStacktraces"]
 git-tree-sha1 = "f8eefbb7e910f59087c4bb09ce670f235758ee4a"
@@ -484,6 +604,22 @@ 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 = "d7477ecdafb813ddee2ae727afa94e9dcb5f3fb0"
+uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
+version = "0.25.112"
+
+    [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]]
 deps = ["LibGit2"]
 git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
@@ -495,6 +631,12 @@ deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
 version = "1.6.0"
 
+[[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 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
 uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
@@ -509,6 +651,18 @@ weakdeps = ["Adapt"]
     [deps.EnzymeCore.extensions]
     AdaptExt = "Adapt"
 
+[[deps.ExactPredicates]]
+deps = ["IntervalArithmetic", "Random", "StaticArrays"]
+git-tree-sha1 = "b3f2ff58735b5f024c392fde763f29b057e4b025"
+uuid = "429591f6-91af-11e9-00e2-59fbe8cec110"
+version = "2.2.8"
+
+[[deps.Expat_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
+uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
+version = "2.6.2+0"
+
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
 uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
@@ -525,6 +679,29 @@ git-tree-sha1 = "4c9ed87a6b3cd90acf24c556f2119533435ded38"
 uuid = "55351af7-c7e9-48d6-89ff-24e801d99491"
 version = "0.10.13"
 
+[[deps.Extents]]
+git-tree-sha1 = "81023caa0021a41712685887db1fc03db26f41f5"
+uuid = "411431e0-e8b7-467b-b5e0-f676ba4f2910"
+version = "0.1.4"
+
+[[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 = "8cc47f299902e13f90405ddb5bf87e5d474c0d38"
+uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
+version = "6.1.2+0"
+
+[[deps.FFTW]]
+deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
+git-tree-sha1 = "4820348781ae578893311153d69049a93d05f39d"
+uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
+version = "1.8.0"
+
+[[deps.FFTW_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "4d81ed14783ec49ce9f2e168208a12ce1815aa25"
+uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
+version = "3.3.10+1"
+
 [[deps.FastBroadcast]]
 deps = ["ArrayInterface", "LinearAlgebra", "Polyester", "Static", "StaticArrayInterface", "StrideArraysCore"]
 git-tree-sha1 = "ab1b34570bcdf272899062e1a56285a53ecaae08"
@@ -569,6 +746,23 @@ git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
 version = "1.16.4"
 
+[[deps.FilePaths]]
+deps = ["FilePathsBase", "MacroTools", "Reexport", "Requires"]
+git-tree-sha1 = "919d9412dbf53a2e6fe74af62a73ceed0bce0629"
+uuid = "8fc22ac5-c921-52a6-82fd-178b2807b824"
+version = "0.8.3"
+
+[[deps.FilePathsBase]]
+deps = ["Compat", "Dates"]
+git-tree-sha1 = "7878ff7172a8e6beedd1dea14bd27c3c6340d361"
+uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
+version = "0.9.22"
+weakdeps = ["Mmap", "Test"]
+
+    [deps.FilePathsBase.extensions]
+    FilePathsBaseMmapExt = "Mmap"
+    FilePathsBaseTestExt = "Test"
+
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 version = "1.11.0"
@@ -578,17 +772,13 @@ deps = ["LinearAlgebra"]
 git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
 version = "1.13.0"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
     FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
-    [deps.FillArrays.weakdeps]
-    PDMats = "90014a1f-27ba-587c-ab20-58faa44d9150"
-    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-    Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-
 [[deps.FindFirstFunctions]]
 git-tree-sha1 = "670e1d9ceaa4a3161d32fe2d2fb2177f8d78b330"
 uuid = "64ca27bc-2ba2-4a57-88aa-44e436879224"
@@ -612,6 +802,23 @@ version = "2.26.0"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
+[[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 = "db16beca600632c95fc8aca29890d83788dd8b23"
+uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
+version = "2.13.96+0"
+
+[[deps.Format]]
+git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
+uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8"
+version = "1.3.7"
+
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
 git-tree-sha1 = "a9ce73d3c827adab2d70bf168aaece8cce196898"
@@ -622,6 +829,30 @@ weakdeps = ["StaticArrays"]
     [deps.ForwardDiff.extensions]
     ForwardDiffStaticArraysExt = "StaticArrays"
 
+[[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 = "5c1d8ae0efc6c2e7b1fc502cbe25def8f661b7bc"
+uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
+version = "2.13.2+0"
+
+[[deps.FreeTypeAbstraction]]
+deps = ["ColorVectorSpace", "Colors", "FreeType", "GeometryBasics"]
+git-tree-sha1 = "84dfe824bd6fdf2a5d73bb187ff31b5549b2a79c"
+uuid = "663a7486-cb36-511b-a19d-713bb74d65c9"
+version = "0.10.4"
+
+[[deps.FriBidi_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1ed150b39aebcc805c26b93a8d0122c940f64ce2"
+uuid = "559328eb-81f9-559d-9380-de523a88c83c"
+version = "1.0.14+0"
+
 [[deps.FunctionWrappers]]
 git-tree-sha1 = "d62485945ce5ae9c0c48f124a84998d755bae00e"
 uuid = "069b7b12-0de2-55c6-9aab-29f3d0a68a2e"
@@ -650,17 +881,81 @@ git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
 uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
 version = "0.1.6"
 
+[[deps.GeoFormatTypes]]
+git-tree-sha1 = "59107c179a586f0fe667024c5eb7033e81333271"
+uuid = "68eda718-8dee-11e9-39e7-89f7f65f511f"
+version = "0.4.2"
+
+[[deps.GeoInterface]]
+deps = ["Extents", "GeoFormatTypes"]
+git-tree-sha1 = "2f6fce56cdb8373637a6614e14a5768a88450de2"
+uuid = "cf35fbd7-0cd7-5166-be24-54bfbe79505f"
+version = "1.3.7"
+
+[[deps.GeometryBasics]]
+deps = ["EarCut_jll", "Extents", "GeoInterface", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
+git-tree-sha1 = "b62f2b2d76cee0d61a2ef2b3118cd2a3215d3134"
+uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
+version = "0.4.11"
+
+[[deps.Gettext_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
+git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046"
+uuid = "78b55507-aeef-58d4-861c-77aaff3498b1"
+version = "0.21.0+0"
+
+[[deps.Giflib_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "0224cce99284d997f6880a42ef715a37c99338d1"
+uuid = "59f7168a-df46-5410-90c8-f2779963d0ec"
+version = "5.2.2+0"
+
+[[deps.Glib_jll]]
+deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
+git-tree-sha1 = "674ff0db93fffcd11a3573986e550d66cd4fd71f"
+uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
+version = "2.80.5+0"
+
 [[deps.Glob]]
 git-tree-sha1 = "97285bbd5230dd766e9ef6749b80fc617126d496"
 uuid = "c27321d9-0574-5035-807b-f59d2c89b15c"
 version = "1.3.1"
 
+[[deps.Graphics]]
+deps = ["Colors", "LinearAlgebra", "NaNMath"]
+git-tree-sha1 = "d61890399bc535850c4bf08e4e0d3a7ad0f21cbd"
+uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
+version = "1.1.2"
+
+[[deps.Graphite2_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011"
+uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
+version = "1.3.14+0"
+
 [[deps.Graphs]]
 deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"]
 git-tree-sha1 = "1dc470db8b1131cfc7fb4c115de89fe391b9e780"
 uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
 version = "1.12.0"
 
+[[deps.GridLayoutBase]]
+deps = ["GeometryBasics", "InteractiveUtils", "Observables"]
+git-tree-sha1 = "fc713f007cff99ff9e50accba6373624ddd33588"
+uuid = "3955a311-db13-416c-9275-1d80ed98e5e9"
+version = "0.11.0"
+
+[[deps.Grisu]]
+git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
+uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
+version = "1.0.2"
+
+[[deps.HarfBuzz_jll]]
+deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
+git-tree-sha1 = "401e4f3f30f43af2c8478fc008da50096ea5240f"
+uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
+version = "8.3.1+0"
+
 [[deps.HiGHS]]
 deps = ["HiGHS_jll", "MathOptInterface", "PrecompileTools", "SparseArrays"]
 git-tree-sha1 = "bad103266198176b0f88468523d7bbc33a762844"
@@ -679,6 +974,12 @@ git-tree-sha1 = "8e070b599339d622e9a081d17230d74a5c473293"
 uuid = "3e5b6fbb-0976-4d2c-9146-d79de83f2fb0"
 version = "0.1.17"
 
+[[deps.HypergeometricFunctions]]
+deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
+git-tree-sha1 = "7c4195be1649ae622304031ed46a2f4df989f1eb"
+uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
+version = "0.3.24"
+
 [[deps.IJulia]]
 deps = ["Base64", "Conda", "Dates", "InteractiveUtils", "JSON", "Libdl", "Logging", "Markdown", "MbedTLS", "Pkg", "Printf", "REPL", "Random", "SoftGlobalScope", "Test", "UUIDs", "ZMQ"]
 git-tree-sha1 = "1702f79fa30f56b68d5b2fd6fb3a9a14ff6f9130"
@@ -696,6 +997,47 @@ git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
 uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173"
 version = "0.1.1"
 
+[[deps.ImageAxes]]
+deps = ["AxisArrays", "ImageBase", "ImageCore", "Reexport", "SimpleTraits"]
+git-tree-sha1 = "2e4520d67b0cef90865b3ef727594d2a58e0e1f8"
+uuid = "2803e5a7-5153-5ecf-9a86-9b4c37f5f5ac"
+version = "0.6.11"
+
+[[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 = "b2a7eaa169c13f5bcae8131a83bc30eff8f71be0"
+uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
+version = "0.10.2"
+
+[[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 = "355e2b974f2e3212a75dfb60519de21361ad3cb7"
+uuid = "bc367c6b-8a6b-528e-b4bd-a4b897500b49"
+version = "0.9.9"
+
+[[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.Infiltrator]]
 deps = ["InteractiveUtils", "Markdown", "REPL", "UUIDs"]
 git-tree-sha1 = "38298a8eabe09e49e6f60927c9e1ca3481688ba0"
@@ -728,6 +1070,40 @@ deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 version = "1.11.0"
 
+[[deps.Interpolations]]
+deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
+uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
+version = "0.15.1"
+weakdeps = ["Unitful"]
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
+
+[[deps.IntervalArithmetic]]
+deps = ["CRlibm_jll", "LinearAlgebra", "MacroTools", "RoundingEmulator"]
+git-tree-sha1 = "c59c57c36683aa17c563be6edaac888163f35285"
+uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
+version = "0.22.18"
+weakdeps = ["DiffRules", "ForwardDiff", "IntervalSets", "RecipesBase"]
+
+    [deps.IntervalArithmetic.extensions]
+    IntervalArithmeticDiffRulesExt = "DiffRules"
+    IntervalArithmeticForwardDiffExt = "ForwardDiff"
+    IntervalArithmeticIntervalSetsExt = "IntervalSets"
+    IntervalArithmeticRecipesBaseExt = "RecipesBase"
+
+[[deps.IntervalSets]]
+git-tree-sha1 = "dba9ddf07f77f60450fe5d2e2beb9854d9a49bd0"
+uuid = "8197267c-284f-5f27-9208-e0e47529a953"
+version = "0.7.10"
+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"
@@ -748,6 +1124,12 @@ git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
+[[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"
@@ -786,6 +1168,18 @@ weakdeps = ["ArrowTypes"]
     [deps.JSON3.extensions]
     JSON3ArrowExt = ["ArrowTypes"]
 
+[[deps.JpegTurbo]]
+deps = ["CEnum", "FileIO", "ImageCore", "JpegTurbo_jll", "TOML"]
+git-tree-sha1 = "fa6d0bcff8583bac20f1ffa708c3913ca605c611"
+uuid = "b835a17e-a41a-41e7-81f0-2f016b05efe0"
+version = "0.1.5"
+
+[[deps.JpegTurbo_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "25ee0be4d43d0269027024d75a24c24d6c6e590c"
+uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
+version = "3.0.4+0"
+
 [[deps.JuMP]]
 deps = ["LinearAlgebra", "MacroTools", "MathOptInterface", "MutableArithmetics", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays"]
 git-tree-sha1 = "c91f872c6150cf1471f9cb279f5e0dc09423bdcf"
@@ -810,12 +1204,42 @@ git-tree-sha1 = "07649c499349dad9f08dde4243a4c597064663e9"
 uuid = "ef3ab10e-7fda-4108-b977-705223b18434"
 version = "0.6.0"
 
+[[deps.KernelDensity]]
+deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
+git-tree-sha1 = "7d703202e65efa1369de1279c162b915e245eed1"
+uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
+version = "0.6.9"
+
 [[deps.Krylov]]
 deps = ["LinearAlgebra", "Printf", "SparseArrays"]
 git-tree-sha1 = "4f20a2df85a9e5d55c9e84634bbf808ed038cabd"
 uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 version = "0.9.8"
 
+[[deps.LAME_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
+uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
+version = "3.100.2+0"
+
+[[deps.LERC_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "36bdbc52f13a7d1dcb0f3cd694e01677a515655b"
+uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
+version = "4.0.0+0"
+
+[[deps.LLVMOpenMP_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929"
+uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
+version = "18.1.7+0"
+
+[[deps.LZO_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "854a9c268c43b77b0a27f22d7fab8d33cdb3a731"
+uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
+version = "2.10.2+1"
+
 [[deps.LaTeXStrings]]
 git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
@@ -850,6 +1274,11 @@ 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.LeftChildRightSiblingTrees]]
 deps = ["AbstractTrees"]
 git-tree-sha1 = "fb6803dafae4a5d62ea5cab204b1e657d9737e7f"
@@ -895,6 +1324,54 @@ version = "1.11.0+1"
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 version = "1.11.0"
 
+[[deps.Libffi_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "0b4a5d71f3e5200a7dff793393e09dfc2d874290"
+uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
+version = "3.2.2+1"
+
+[[deps.Libgcrypt_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"]
+git-tree-sha1 = "8be878062e0ffa2c3f67bb58a595375eda5de80b"
+uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
+version = "1.11.0+0"
+
+[[deps.Libglvnd_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"]
+git-tree-sha1 = "6f73d1dd803986947b2c750138528a999a6c7733"
+uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
+version = "1.6.0+0"
+
+[[deps.Libgpg_error_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c6ce1e19f3aec9b59186bdf06cdf3c4fc5f5f3e6"
+uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
+version = "1.50.0+0"
+
+[[deps.Libiconv_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "61dfdba58e585066d8bce214c5a51eaa0539f269"
+uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
+version = "1.17.0+1"
+
+[[deps.Libmount_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "0c4f9c4f1a50d8f35048fa0532dabbadf702f81e"
+uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
+version = "2.40.1+0"
+
+[[deps.Libtiff_jll]]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
+git-tree-sha1 = "b404131d06f7886402758c9ce2214b636eb4d54a"
+uuid = "89763e89-9b03-5906-acba-b20f662cd828"
+version = "4.7.0+0"
+
+[[deps.Libuuid_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5ee6203157c120d79034c748a2acba45b82b8807"
+uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
+version = "2.40.1+0"
+
 [[deps.LineSearch]]
 deps = ["ADTypes", "CommonSolve", "ConcreteStructs", "FastClosures", "LinearAlgebra", "MaybeInplace", "SciMLBase", "SciMLJacobianOperators", "StaticArraysCore"]
 git-tree-sha1 = "97d502765cc5cf3a722120f50da03c2474efce04"
@@ -1018,11 +1495,28 @@ git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
 version = "0.5.13"
 
+[[deps.Makie]]
+deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "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", "MakieCore", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "Packing", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Scratch", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun", "Unitful"]
+git-tree-sha1 = "f7907907eb914138cc9e9ee66ab46f7a9efac8e8"
+uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
+version = "0.21.15"
+
+[[deps.MakieCore]]
+deps = ["ColorTypes", "GeometryBasics", "IntervalSets", "Observables"]
+git-tree-sha1 = "4604f03e5b057e8e62a95a44929cafc9585b0fe9"
+uuid = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
+version = "0.8.9"
+
 [[deps.ManualMemory]]
 git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd"
 uuid = "d125e4d3-2237-4719-b19c-fa641b8a4667"
 version = "0.1.8"
 
+[[deps.MappedArrays]]
+git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
+uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900"
+version = "0.4.2"
+
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
@@ -1040,6 +1534,12 @@ git-tree-sha1 = "9a9905be768c496fb2f2c5fe34e2c9fe44b86e7a"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
 version = "1.33.0"
 
+[[deps.MathTeXEngine]]
+deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "UnicodeFun"]
+git-tree-sha1 = "f45c8916e8385976e1ccd055c9874560c257ab13"
+uuid = "0a4f8689-d25c-4efe-a92b-7142dfc1aa53"
+version = "0.6.2"
+
 [[deps.MaybeInplace]]
 deps = ["ArrayInterface", "LinearAlgebra", "MacroTools"]
 git-tree-sha1 = "54e2fdc38130c05b42be423e90da3bade29b74bd"
@@ -1083,6 +1583,12 @@ git-tree-sha1 = "2c140d60d7cb82badf06d8783800d0bcd1a7daa2"
 uuid = "78c3b35d-d492-501b-9361-3d52fe80e533"
 version = "0.8.1"
 
+[[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 = "2023.12.12"
@@ -1110,6 +1616,12 @@ git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
 version = "1.0.2"
 
+[[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 = "1.2.0"
@@ -1142,6 +1654,11 @@ version = "3.15.1"
     SIAMFANLEquations = "084e46ad-d928-497d-ad5e-07fa361a48c4"
     SpeedMapping = "f1835b91-879b-4a3f-a438-e4baacf14412"
 
+[[deps.Observables]]
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
+uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
+version = "0.5.5"
+
 [[deps.OffsetArrays]]
 git-tree-sha1 = "1a27764e945a152f7ca7efa04de513d473e9542e"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
@@ -1151,22 +1668,52 @@ weakdeps = ["Adapt"]
     [deps.OffsetArrays.extensions]
     OffsetArraysAdaptExt = "Adapt"
 
+[[deps.Ogg_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
+uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
+version = "1.3.5+1"
+
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
 version = "0.3.27+1"
 
+[[deps.OpenEXR]]
+deps = ["Colors", "FileIO", "OpenEXR_jll"]
+git-tree-sha1 = "327f53360fdb54df7ecd01e96ef1983536d1e633"
+uuid = "52e1d378-f018-4a11-a4be-720524705ac7"
+version = "0.3.2"
+
+[[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 = "0.8.1+2"
 
+[[deps.OpenSSL_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10"
+uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
+version = "3.0.15+1"
+
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
 uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.5+0"
 
+[[deps.Opus_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
+uuid = "91d4177d-7536-5919-b921-800302f37372"
+version = "1.3.3+0"
+
 [[deps.OrderedCollections]]
 git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
@@ -1230,6 +1777,23 @@ git-tree-sha1 = "fd00935c531394ff30774cf8f7c89618597dd321"
 uuid = "b2d7f28f-acd6-4007-8b26-bc27716e5513"
 version = "0.5.6"
 
+[[deps.PCRE2_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
+version = "10.42.0+1"
+
+[[deps.PDMats]]
+deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
+uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
+version = "0.11.31"
+
+[[deps.PNGFiles]]
+deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"]
+git-tree-sha1 = "67186a2bc9a90f9f85ff3cc8277868961fb57cbd"
+uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883"
+version = "0.4.3"
+
 [[deps.PackageCompiler]]
 deps = ["Artifacts", "Glob", "LazyArtifacts", "Libdl", "Pkg", "Printf", "RelocatableFolders", "TOML", "UUIDs", "p7zip_jll"]
 git-tree-sha1 = "cc6b349a4189664462469ecfc27b27c369b0c645"
@@ -1242,6 +1806,24 @@ uuid = "65ce6f38-6b18-4e1d-a461-8949797d7930"
 version = "1.0.2"
 weakdeps = ["Requires", "TOML"]
 
+[[deps.Packing]]
+deps = ["GeometryBasics"]
+git-tree-sha1 = "ec3edfe723df33528e085e632414499f26650501"
+uuid = "19eb6ba3-879d-56ad-ad62-d5c202156566"
+version = "0.5.0"
+
+[[deps.PaddedViews]]
+deps = ["OffsetArrays"]
+git-tree-sha1 = "0fac6313486baae819364c52b4f483450a9d793f"
+uuid = "5432bcbf-9aad-5242-b902-cca2824c8663"
+version = "0.5.12"
+
+[[deps.Pango_jll]]
+deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "e127b609fb9ecba6f201ba7ab753d5a605d53801"
+uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
+version = "1.54.1+0"
+
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
 git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
@@ -1254,6 +1836,12 @@ git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 version = "2.8.1"
 
+[[deps.Pixman_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
+git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b"
+uuid = "30392449-352a-5448-841d-b1acce4e97dc"
+version = "0.43.4+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"
@@ -1263,6 +1851,18 @@ 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 = "3ca9a356cd2e113c420f2c13bea19f8d3fb1cb18"
+uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
+version = "1.4.3"
+
 [[deps.Polyester]]
 deps = ["ArrayInterface", "BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "ManualMemory", "PolyesterWeave", "Static", "StaticArrayInterface", "StrideArraysCore", "ThreadingUtilities"]
 git-tree-sha1 = "6d38fea02d983051776a856b7df75b30cf9a3c1f"
@@ -1275,6 +1875,11 @@ git-tree-sha1 = "645bed98cd47f72f67316fd42fc47dee771aefcd"
 uuid = "1d0040c9-8b98-4ee7-8388-3f51789ca0ad"
 version = "0.2.2"
 
+[[deps.PolygonOps]]
+git-tree-sha1 = "77b3d3605fc1cd0b42d95eba87dfcd2bf67d5ff6"
+uuid = "647866c9-e3ac-4575-94e7-e3d426903924"
+version = "0.1.2"
+
 [[deps.PooledArrays]]
 deps = ["DataAPI", "Future"]
 git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3"
@@ -1326,6 +1931,35 @@ git-tree-sha1 = "80d919dee55b9c50e8d9e2da5eeafff3fe58b539"
 uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
 version = "0.1.4"
 
+[[deps.ProgressMeter]]
+deps = ["Distributed", "Printf"]
+git-tree-sha1 = "8f6bc219586aef8baf0ff9a5fe16ee9c70cb65e4"
+uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
+version = "1.10.2"
+
+[[deps.PtrArrays]]
+git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f"
+uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
+version = "1.2.1"
+
+[[deps.QOI]]
+deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
+git-tree-sha1 = "18e8f4d1426e965c7b532ddd260599e1510d26ce"
+uuid = "4b34888f-f399-49d4-9bb3-47ed5cae4e65"
+version = "1.0.0"
+
+[[deps.QuadGK]]
+deps = ["DataStructures", "LinearAlgebra"]
+git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da"
+uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
+version = "2.11.1"
+
+    [deps.QuadGK.extensions]
+    QuadGKEnzymeExt = "Enzyme"
+
+    [deps.QuadGK.weakdeps]
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
@@ -1336,6 +1970,21 @@ 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"
@@ -1344,9 +1993,9 @@ version = "1.3.4"
 
 [[deps.RecursiveArrayTools]]
 deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "ed2514425d030d7c9054fa0f2275ada45681788d"
+git-tree-sha1 = "6f4dca5fd8e97087a76b7ab8384d1c3086ace0b7"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "3.27.2"
+version = "3.27.3"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsFastBroadcastExt = "FastBroadcast"
@@ -1402,13 +2051,27 @@ deps = ["Accessors", "Arrow", "BasicModelInterface", "CodecZstd", "ComponentArra
 path = "core"
 uuid = "aac5e3d9-0b8f-4d4f-8241-b1a7a9632635"
 version = "2024.11.0"
+weakdeps = ["DataFrames", "Makie"]
 
     [deps.Ribasim.extensions]
     RibasimMakieExt = ["Makie", "DataFrames"]
 
-    [deps.Ribasim.weakdeps]
-    DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
-    Makie = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
+[[deps.Rmath]]
+deps = ["Random", "Rmath_jll"]
+git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
+uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
+version = "0.8.0"
+
+[[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.RuntimeGeneratedFunctions]]
 deps = ["ExprTools", "SHA", "Serialization"]
@@ -1420,6 +2083,12 @@ version = "0.5.13"
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
+[[deps.SIMD]]
+deps = ["PrecompileTools"]
+git-tree-sha1 = "98ca7c29edd6fc79cd74c61accb7010a4e7aee33"
+uuid = "fdea26ae-647d-5447-a871-4b548cad5224"
+version = "3.6.0"
+
 [[deps.SIMDTypes]]
 git-tree-sha1 = "330289636fb8107c5f32088d2741e9fd7a061a5c"
 uuid = "94e857df-77ce-4151-89e5-788b33177be4"
@@ -1476,9 +2145,9 @@ version = "0.1.1"
 
 [[deps.SciMLOperators]]
 deps = ["Accessors", "ArrayInterface", "DocStringExtensions", "LinearAlgebra", "MacroTools"]
-git-tree-sha1 = "ef388ca9e4921ec5614ce714f8aa59a5cd33d867"
+git-tree-sha1 = "6149620767866d4b0f0f7028639b6e661b6a1e44"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.11"
+version = "0.3.12"
 weakdeps = ["SparseArrays", "StaticArraysCore"]
 
     [deps.SciMLOperators.extensions]
@@ -1499,9 +2168,9 @@ version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "305becf8af67eae1dbc912ee9097f00aeeabb8d5"
+git-tree-sha1 = "d0553ce4031a081cc42387a9b9c8441b7d99f32d"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.6"
+version = "1.4.7"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1513,11 +2182,29 @@ git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac"
 uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
 version = "1.1.1"
 
+[[deps.ShaderAbstractions]]
+deps = ["ColorTypes", "FixedPointNumbers", "GeometryBasics", "LinearAlgebra", "Observables", "StaticArrays", "StructArrays", "Tables"]
+git-tree-sha1 = "79123bc60c5507f035e6d1d9e563bb2971954ec8"
+uuid = "65257c39-d410-5151-9873-9b3e5be5013e"
+version = "0.4.1"
+
 [[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.SimpleNonlinearSolve]]
 deps = ["ADTypes", "ArrayInterface", "ConcreteStructs", "DiffEqBase", "DiffResults", "DifferentiationInterface", "FastClosures", "FiniteDiff", "ForwardDiff", "LinearAlgebra", "MaybeInplace", "PrecompileTools", "Reexport", "SciMLBase", "Setfield", "StaticArraysCore"]
 git-tree-sha1 = "44021f3efc023be3871195d8ad98b865001a2fa1"
@@ -1547,6 +2234,12 @@ git-tree-sha1 = "58e6353e72cde29b90a69527e56df1b5c3d8c437"
 uuid = "ce78b400-467f-4804-87d8-8f486da07d0a"
 version = "1.1.0"
 
+[[deps.Sixel]]
+deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
+git-tree-sha1 = "2da10356e31327c7096832eb9cd86307a50b1eb6"
+uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
+version = "0.1.3"
+
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 version = "1.11.0"
@@ -1613,13 +2306,11 @@ deps = ["ADTypes", "DataStructures", "DocStringExtensions", "LinearAlgebra", "Ra
 git-tree-sha1 = "f37f046636f8dc353a39279abfefe296db212171"
 uuid = "0a514795-09f3-496d-8182-132a7b665d35"
 version = "0.4.8"
+weakdeps = ["Colors"]
 
     [deps.SparseMatrixColorings.extensions]
     SparseMatrixColoringsColorsExt = "Colors"
 
-    [deps.SparseMatrixColorings.weakdeps]
-    Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
-
 [[deps.Sparspak]]
 deps = ["Libdl", "LinearAlgebra", "Logging", "OffsetArrays", "Printf", "SparseArrays", "Test"]
 git-tree-sha1 = "342cf4b449c299d8d1ceaf00b7a49f4fbc7940e7"
@@ -1636,6 +2327,18 @@ weakdeps = ["ChainRulesCore"]
     [deps.SpecialFunctions.extensions]
     SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
 
+[[deps.StableRNGs]]
+deps = ["Random"]
+git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5"
+uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
+version = "1.0.2"
+
+[[deps.StackViews]]
+deps = ["OffsetArrays"]
+git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c"
+uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15"
+version = "0.1.1"
+
 [[deps.Static]]
 deps = ["CommonWorldInvalidations", "IfElse", "PrecompileTools"]
 git-tree-sha1 = "87d51a3ee9a4b0d2fe054bdd3fc2436258db2603"
@@ -1679,6 +2382,29 @@ weakdeps = ["SparseArrays"]
     [deps.Statistics.extensions]
     SparseArraysExt = ["SparseArrays"]
 
+[[deps.StatsAPI]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
+uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
+version = "1.7.0"
+
+[[deps.StatsBase]]
+deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
+git-tree-sha1 = "5cf7606d6cef84b543b483848d4ae08ad9832b21"
+uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
+version = "0.34.3"
+
+[[deps.StatsFuns]]
+deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
+git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
+uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
+version = "1.3.2"
+weakdeps = ["ChainRulesCore", "InverseFunctions"]
+
+    [deps.StatsFuns.extensions]
+    StatsFunsChainRulesCoreExt = "ChainRulesCore"
+    StatsFunsInverseFunctionsExt = "InverseFunctions"
+
 [[deps.StrideArraysCore]]
 deps = ["ArrayInterface", "CloseOpenIntervals", "IfElse", "LayoutPointers", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface", "ThreadingUtilities"]
 git-tree-sha1 = "f35f6ab602df8413a50c4a25ca14de821e8605fb"
@@ -1714,6 +2440,10 @@ version = "1.11.0"
 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"
@@ -1753,6 +2483,12 @@ 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.TerminalLoggers]]
 deps = ["LeftChildRightSiblingTrees", "Logging", "Markdown", "Printf", "ProgressLogging", "UUIDs"]
 git-tree-sha1 = "f133fab380933d042f6796eda4e130272ba520ca"
@@ -1787,6 +2523,12 @@ git-tree-sha1 = "eda08f7e9818eb53661b3deb74e3159460dfbc27"
 uuid = "8290d209-cae3-49c0-8002-c8c24d57dab5"
 version = "0.5.2"
 
+[[deps.TiffImages]]
+deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "SIMD", "UUIDs"]
+git-tree-sha1 = "6ee0c220d0aecad18792c277ae358129cc50a475"
+uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
+version = "0.11.0"
+
 [[deps.TimeZones]]
 deps = ["Dates", "Downloads", "InlineStrings", "Mocking", "Printf", "Scratch", "TZJData", "Unicode", "p7zip_jll"]
 git-tree-sha1 = "33c771f2157712ff4c85931186a4984efbe58934"
@@ -1814,6 +2556,11 @@ git-tree-sha1 = "be986ad9dac14888ba338c2554dcfec6939e1393"
 uuid = "d5829a12-d9aa-46ab-831f-fb7c9ab06edf"
 version = "0.2.1"
 
+[[deps.TriplotBase]]
+git-tree-sha1 = "4d4ed7f294cda19382ff7de4c137d24d16adc89b"
+uuid = "981d1d27-644d-49a2-9326-4793e63143c3"
+version = "0.1.0"
+
 [[deps.TruncatedStacktraces]]
 deps = ["InteractiveUtils", "MacroTools", "Preferences"]
 git-tree-sha1 = "ea3e54c2bdde39062abf5a9758a23735558705e1"
@@ -1834,6 +2581,23 @@ version = "1.0.2"
 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 = "d95fe458f26209c66a187b1114df96fd70839efd"
+uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
+version = "1.21.0"
+weakdeps = ["ConstructionBase", "InverseFunctions"]
+
+    [deps.Unitful.extensions]
+    ConstructionBaseUnitfulExt = "ConstructionBase"
+    InverseFunctionsUnitfulExt = "InverseFunctions"
+
 [[deps.VectorizationBase]]
 deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static", "StaticArrayInterface"]
 git-tree-sha1 = "4ab62a49f1d8d9548a1c8d1a75e5f55cf196f64e"
@@ -1857,6 +2621,84 @@ git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
 uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
 version = "1.4.2"
 
+[[deps.WebP]]
+deps = ["CEnum", "ColorTypes", "FileIO", "FixedPointNumbers", "ImageCore", "libwebp_jll"]
+git-tree-sha1 = "f1f6d497ff84039deeb37f264396dac0c2250497"
+uuid = "e3aaa7dc-3e4b-44e0-be63-ffb868ccd7c1"
+version = "0.1.2"
+
+[[deps.WoodburyMatrices]]
+deps = ["LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
+uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
+version = "1.0.0"
+
+[[deps.XML2_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
+git-tree-sha1 = "6a451c6f33a176150f315726eba8b92fbfdb9ae7"
+uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
+version = "2.13.4+0"
+
+[[deps.XSLT_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
+git-tree-sha1 = "a54ee957f4c86b526460a720dbc882fa5edcbefc"
+uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
+version = "1.1.41+0"
+
+[[deps.XZ_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "15e637a697345f6743674f1322beefbc5dcd5cfc"
+uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
+version = "5.6.3+0"
+
+[[deps.Xorg_libX11_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
+git-tree-sha1 = "afead5aba5aa507ad5a3bf01f58f82c8d1403495"
+uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
+version = "1.8.6+0"
+
+[[deps.Xorg_libXau_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "6035850dcc70518ca32f012e46015b9beeda49d8"
+uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
+version = "1.0.11+0"
+
+[[deps.Xorg_libXdmcp_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "34d526d318358a859d7de23da945578e8e8727b7"
+uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
+version = "1.1.4+0"
+
+[[deps.Xorg_libXext_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
+git-tree-sha1 = "d2d1a5c49fae4ba39983f63de6afcbea47194e85"
+uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
+version = "1.3.6+0"
+
+[[deps.Xorg_libXrender_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
+git-tree-sha1 = "47e45cd78224c53109495b3e324df0c37bb61fbe"
+uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
+version = "0.9.11+0"
+
+[[deps.Xorg_libpthread_stubs_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "8fdda4c692503d44d04a0603d9ac0982054635f9"
+uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
+version = "0.1.1+0"
+
+[[deps.Xorg_libxcb_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
+git-tree-sha1 = "bcd466676fef0878338c61e655629fa7bbc69d8e"
+uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
+version = "1.17.0+0"
+
+[[deps.Xorg_xtrans_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "e92a1a012a10506618f10b7047e478403a046c77"
+uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
+version = "1.5.0+0"
+
 [[deps.ZMQ]]
 deps = ["FileWatching", "PrecompileTools", "Sockets", "ZeroMQ_jll"]
 git-tree-sha1 = "18cfd00df3cbbebf8ea4ec7ea6bbceb3af716bd0"
@@ -1880,17 +2722,65 @@ git-tree-sha1 = "555d1076590a6cc2fdee2ef1469451f872d8b41b"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
 version = "1.5.6+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 = "1827acba325fdcdf1d2647fc8d5301dd9ba43a9d"
+uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
+version = "3.9.0+0"
+
+[[deps.libass_jll]]
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e"
+uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
+version = "0.15.2+0"
+
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
 version = "5.11.0+0"
 
+[[deps.libfdk_aac_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38"
+uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
+version = "2.0.3+0"
+
+[[deps.libpng_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "b70c870239dc3d7bc094eb2d6be9b73d27bef280"
+uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
+version = "1.6.44+0"
+
+[[deps.libsixel_jll]]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
+git-tree-sha1 = "7dfa0fd9c783d3d0cc43ea1af53d69ba45c447df"
+uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
+version = "1.10.3+1"
+
 [[deps.libsodium_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "f76d682d87eefadd3f165d8d9fda436464213142"
 uuid = "a9144af2-ca23-56d9-984f-0d03f7b5ccf8"
 version = "1.0.20+1"
 
+[[deps.libvorbis_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
+git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3"
+uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
+version = "1.3.7+2"
+
+[[deps.libwebp_jll]]
+deps = ["Artifacts", "Giflib_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libglvnd_jll", "Libtiff_jll", "libpng_jll"]
+git-tree-sha1 = "ccbb625a89ec6195856a50aa2b668a5c08712c94"
+uuid = "c5f90fcd-3b7e-5836-afba-fc50a0988cb2"
+version = "1.4.0+0"
+
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
@@ -1906,3 +2796,15 @@ version = "2021.12.0+0"
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
 version = "17.4.0+2"
+
+[[deps.x264_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "35976a1216d6c066ea32cba2150c4fa682b276fc"
+uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
+version = "10164.0.0+0"
+
+[[deps.x265_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "dcc541bb19ed5b0ede95581fb2e41ecf179527d2"
+uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
+version = "3.6.0+0"
diff --git a/Project.toml b/Project.toml
index 4e594a1cf..1c5d51394 100644
--- a/Project.toml
+++ b/Project.toml
@@ -7,7 +7,9 @@ Accessors = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
 Arrow = "69666777-d1a9-59fb-9406-91d4454c9d45"
 Artifacts = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 BasicModelInterface = "59605e27-edc0-445a-b93d-c09a3a50b330"
+CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
 CodecZstd = "6b39b394-51ab-5f42-8807-6242bab2b4c2"
+Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
 ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66"
 Configurations = "5218b696-f38b-4ac9-8b61-a12ec717816d"
 DBInterface = "a10d1c49-ce27-4219-8d33-6db1a4562965"
@@ -30,6 +32,7 @@ InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 IterTools = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
 JSON3 = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
 JuMP = "4076af6c-e467-56ae-b986-b466b2749572"
+JuliaInterpreter = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
 Legolas = "741b9549-f6ed-4911-9fbf-4a1c0c97f0cd"
 LibGit2 = "76f85450-5226-5b5a-8eaa-529ad045b433"
 LineSearches = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
diff --git a/core/src/model.jl b/core/src/model.jl
index 92d7ac3a2..ccc9734bb 100644
--- a/core/src/model.jl
+++ b/core/src/model.jl
@@ -54,7 +54,7 @@ function Model(config::Config)::Model
         error("Invalid edge types found.")
     end
 
-    local parameters, state, n, tstops
+    local parameters, tstops
     try
         parameters = Parameters(db, config)
 
diff --git a/core/src/write.jl b/core/src/write.jl
index a8ddb5660..39a706d97 100644
--- a/core/src/write.jl
+++ b/core/src/write.jl
@@ -136,7 +136,6 @@ function basin_table(
     data = get_storages_and_levels(model)
     storage = vec(data.storage[:, begin:(end - 1)])
     level = vec(data.level[:, begin:(end - 1)])
-    Δstorage = vec(diff(data.storage; dims = 2))
 
     nbasin = length(data.node_id)
     ntsteps = length(data.time) - 1
diff --git a/docs/.gitignore b/docs/.gitignore
index f9379ecd7..31d2ae370 100644
--- a/docs/.gitignore
+++ b/docs/.gitignore
@@ -5,4 +5,5 @@
 /tutorial/crystal-basin/
 guide/data/
 *.html
+*.quarto_ipynb
 objects.json
diff --git a/docs/_quarto.yml b/docs/_quarto.yml
index 0804b0490..98654dabd 100644
--- a/docs/_quarto.yml
+++ b/docs/_quarto.yml
@@ -98,6 +98,7 @@ website:
         - dev/bmi.qmd
         - dev/ci.qmd
         - dev/release.qmd
+        - dev/callstacks.qmd
         - section: QGIS
           contents:
             - dev/qgis.qmd
diff --git a/docs/concept/equations.qmd b/docs/concept/equations.qmd
index d8c4497ba..3f08ba269 100644
--- a/docs/concept/equations.qmd
+++ b/docs/concept/equations.qmd
@@ -105,7 +105,7 @@ Hence the reference used for computing the relative error is the average of the
 
 The default tolerances are $0.001 \text{ m}^3$ for the balance error and $0.01$ for the relative error, which should not be exceeded for realistic models.
 
-In extreme cases where the storage rate is many orders of magnitude smaller than the storage itself, these computations can have floating point truncation errors which can lead to large relative errors.  This is however only when the storage is roughly $ \ge 10^{15}$ times bigger than the storage rate.
+In extreme cases where the storage rate is many orders of magnitude smaller than the storage itself, these computations can have floating point truncation errors which can lead to large relative errors.  This is however only when the storage is roughly $\geq 10^{15}$ times bigger than the storage rate.
 
 ### Example calculation
 
diff --git a/docs/dev/callstacks.qmd b/docs/dev/callstacks.qmd
new file mode 100644
index 000000000..ccad1c637
--- /dev/null
+++ b/docs/dev/callstacks.qmd
@@ -0,0 +1,115 @@
+# Call stacks
+
+```{julia}
+# | code-fold: true
+using CairoMakie
+using Colors
+using Graphs, MetaGraphsNext
+using JuliaInterpreter, OrderedCollections
+
+include("scripts/trace_call.jl")
+include("scripts/plot_trace.jl")
+
+using Ribasim
+using Random
+
+Random.seed!(1);
+```
+
+The plots below show the call stack within the Julia core for several important entrypoints. The function names are colored by the script in which they are defined, and the lines between the function names have random colors to be able to differentiate between them. Solid lines refer to calls to functions defined in the same script, dashed ones to functions defined in a different script. The plots are of high resolution so zooming in to particular parts is encouraged.
+
+Note that these graphs are obtained by dynamic analysis, i.e. by running parts of the code with specific inputs. This means that there can be unshown paths through the code that are not reached for these particular inputs.
+
+## Parameter initialization
+
+Parameter initialization is the process of reading the parameter values from the input files and storing them in data structures for easy access in the core. Most notable here is the convergence of many paths to `load_structvector` and `parse_static_and_time`, as these are needed for parameter initialization for most node types.
+
+```{julia}
+# | code-fold: true
+using SQLite
+toml_path = normpath(@__DIR__, "../../generated_testmodels/basic_transient/ribasim.toml")
+config = Ribasim.Config(toml_path)
+db_path = Ribasim.database_path(config)
+db = SQLite.DB(db_path)
+
+graph, verts = tracecall((Ribasim,), Ribasim.Parameters, (db, config))
+close(db)
+
+plot_graph(
+    graph;
+    size = (2000, 1200),
+    squash_methods = [
+        :n_neighbor_bounds_flow,
+        :n_neighbor_bounds_control,
+        :sort_by_function,
+        :neighbortypes
+    ],
+    xlims = (-0.4, 5.6)
+)
+```
+
+## `water_balance!`
+
+`water_balance!` is the right hand side function of the system of ODEs that is solved by the Ribasim core (for more details see [here](../concept/equations.qmd#formal-model-description)). The various `formulate_flow!` methods are for flow rates as determined by different node types.
+
+```{julia}
+# | code-fold: true
+using OrdinaryDiffEqCore: get_du
+model = Ribasim.Model(toml_path)
+du = get_du(model.integrator)
+(; u, p, t) = model.integrator
+graph, verts = tracecall((Ribasim,), Ribasim.water_balance!, (du, u, p, t))
+plot_graph(graph, size = (1700, 1000), xlims = (-0.4, 4.5))
+```
+
+## Allocation initialization
+
+In this part of the code the data structures for allocation are set up. Most endpoints in `allocation_init.jl` set up data structures as defined in [JuMP.jl](https://jump.dev/JuMP.jl/stable/).
+
+```{julia}
+# | code-fold: true
+toml_path = normpath(@__DIR__, "../../generated_testmodels/main_network_with_subnetworks/ribasim.toml")
+config = Ribasim.Config(toml_path; allocation_use_allocation=false)
+db_path = Ribasim.database_path(config)
+db = SQLite.DB(db_path)
+p = Ribasim.Parameters(db, config)
+graph, verts = tracecall((Ribasim,), Ribasim.initialize_allocation!, (p, config))
+plot_graph(graph, size = (1800, 1000), xlims = (-0.5, 5.5))
+```
+
+## Allocation run
+
+Running the allocation algorithm consists of running the optimization itself (which is handled in `JuMP.jl`), and all Ribasim functions around it are used for communicating data between the optimization problem and the physical layer, as well as gathering output data. Fore more information on the allocation algorithm see [here](../concept/allocation.qmd).
+
+
+```{julia}
+# | code-fold: true
+model = Ribasim.Model(toml_path)
+graph, verts = tracecall((Ribasim,), Ribasim.update_allocation!, (model.integrator,))
+plot_graph(graph, size = (2000, 1000), xlims = (-0.4, 5.5))
+```
+
+## Discrete control
+
+Discrete control works by a [`FunctionCallingCallback`](https://docs.sciml.ai/DiffEqCallbacks/stable/output_saving/#DiffEqCallbacks.FunctionCallingCallback), changing parameters when a change in control state is detected (see also [here](../reference/node/discrete-control.qmd)).
+
+```{julia}
+# | code-fold: true
+toml_path = normpath(@__DIR__, "../../generated_testmodels/pump_discrete_control/ribasim.toml")
+model = Ribasim.Model(toml_path)
+(; u, t) = model.integrator
+model.integrator.p.basin.storage0 .= [0.1, 100.0]
+graph, verts = tracecall((Ribasim,), Ribasim.apply_discrete_control!, (u, t, model.integrator))
+plot_graph(graph; size = (1300, 500), prune_from = [:water_balance!], xlims = (-0.5, 3.5))
+```
+
+## Writing output
+
+Writing output (currently) happens only after the full simulation is finished. For more information on the different output tables see [here](../reference/usage.qmd#results).
+```{julia}
+# | code-fold: true
+toml_path = normpath(@__DIR__, "../../generated_testmodels/basic_transient/ribasim.toml")
+model = Ribasim.Model(toml_path)
+graph, verts = tracecall((Ribasim,), Ribasim.write_results, (model,))
+plot_graph(graph, size = (1600, 1000), xlims = (-0.5, 4.5))
+```
diff --git a/docs/dev/scripts/plot_trace.jl b/docs/dev/scripts/plot_trace.jl
new file mode 100644
index 000000000..085a04a71
--- /dev/null
+++ b/docs/dev/scripts/plot_trace.jl
@@ -0,0 +1,215 @@
+function cut_generated_calls!(graph)
+    for i in collect(labels(graph))
+        nm = graph[i]
+        (; name) = nm
+        if startswith(String(name), "#")
+            for i_in in inneighbor_labels(graph, i)
+                for i_out in outneighbor_labels(graph, i)
+                    graph[i_in, i_out] = nothing
+                end
+            end
+            delete!(graph, i)
+        end
+    end
+end
+
+function get_node_depths(graph)
+    depths = dijkstra_shortest_paths(graph, 1).dists
+    nodes_per_depth = Dict(Int(depth) => Int[] for depth in unique(depths))
+
+    for (i, depth) in zip(labels(graph), depths)
+        nm = graph[i]
+        nm.depth[] = depth
+        nm.loc[1] = depth
+
+        push!(nodes_per_depth[Int(depth)], i)
+    end
+
+    # Sort nodes by file for each depth
+    for nodes in values(nodes_per_depth)
+        sort!(nodes; by = i -> graph[i].file, rev = true)
+    end
+
+    return nodes_per_depth
+end
+
+function prune_branch!(
+    graph,
+    start::Int;
+    branch_base::Bool = true,
+    to_delete::Vector{Int} = Int[],
+)
+    branch_base && empty!(to_delete)
+    for i in outneighbor_labels(graph, start)
+        prune_branch!(graph, i; branch_base = false, to_delete)
+        push!(to_delete, i)
+    end
+    branch_base && delete!.(Ref(graph), to_delete)
+end
+
+function squash!(graph, nodes_per_depth, max_depth, squash_methods)
+    for depth in 1:max_depth
+        names = Dict{String, Vector{Int}}()
+        nodes_at_depth = nodes_per_depth[depth]
+        for i in nodes_at_depth
+            nm = graph[i]
+            name = if nm.name in squash_methods
+                "$(nm.mod).$(nm.name)"
+            else
+                "$nm"
+            end
+            if name in keys(names)
+                push!(names[name], i)
+            else
+                names[name] = [i]
+            end
+        end
+        for nodes in values(names)
+            (length(nodes) == 1) && continue
+            survivor = first(nodes)
+
+            for i in nodes[2:end]
+                for i_in in inneighbor_labels(graph, i)
+                    graph[i_in, survivor] = nothing
+                    delete!(graph, i_in, i)
+                end
+
+                for i_out in outneighbor_labels(graph, i)
+                    graph[survivor, i_out] = nothing
+                    delete!(graph, i, i_out)
+                end
+
+                delete!(graph, i)
+                deleteat!(nodes_at_depth, findfirst(==(i), nodes_at_depth))
+            end
+        end
+    end
+end
+
+function set_coordinates!(graph, nodes_per_depth, max_depth, plot_non_Ribasim)
+    for depth in 0:max_depth
+        nodes = nodes_per_depth[depth]
+        n_nodes = if plot_non_Ribasim
+            length(nodes)
+        else
+            count(i -> graph[i].mod == :Ribasim, nodes)
+        end
+        ys = n_nodes == 1 ? [0.5] : range(0, 1; length = n_nodes)
+        idx = 1
+
+        for i in nodes
+            nm = graph[i]
+            if (nm.mod == :Ribasim || plot_non_Ribasim)
+                graph[i].loc .= (depth, ys[idx])
+                idx += 1
+            end
+        end
+    end
+end
+
+function plot_edges!(ax, graph, max_depth, nodes_per_depth; n_points = 25)
+    for depth in 0:(max_depth - 1)
+        nodes_at_depth = nodes_per_depth[depth]
+        n_nodes = length(nodes_at_depth)
+        for (idx, i) in enumerate(nodes_at_depth)
+            nm_src = graph[i]
+            for i_out in outneighbor_labels(graph, i)
+                nm_dst = graph[i_out]
+
+                A = (nm_src.loc[2] - nm_dst.loc[2]) / 2
+                B = π / (nm_dst.loc[1] - nm_src.loc[1])
+                C = (nm_src.loc[2] + nm_dst.loc[2]) / 2
+
+                x = range(nm_src.loc[1], nm_dst.loc[1]; length = n_points)
+                y = @. A * cos(B * (x - nm_src.loc[1])) + C
+
+                color = RGB((0.8 * rand(3))...)
+                linestyle = (nm_src.file == nm_dst.file) ? :solid : :dash
+                lines!(ax, x, y; color, linestyle)
+            end
+        end
+    end
+end
+
+function plot_labels!(ax, graph, max_depth, color_dict)
+    for node in labels(graph)
+        nm = graph[node]
+        x, y = nm.loc
+        (nm.depth[] > max_depth) && continue
+        text!(
+            ax,
+            x,
+            y;
+            text = "$nm",
+            color = get(color_dict, nm.file, :black),
+            font = :bold,
+            strokecolor = :black,
+            strokewidth = 1.0,
+            label = String(nm.file),
+            align = (:center, :bottom),
+        )
+        scatter!(ax, [x], [y]; color = :black)
+    end
+end
+
+function plot_graph(
+    graph_orig::MetaGraph;
+    size = (1000, 1000),
+    max_depth::Int = 5,
+    plot_non_Ribasim::Bool = false,
+    squash_per_depth::Bool = true,
+    squash_methods::Vector{Symbol} = Symbol[],
+    prune_from::Vector{Symbol} = Symbol[],
+    xlims = nothing,
+)
+    graph = copy(graph_orig)
+
+    # Prune branches
+    for i in collect(labels(graph))
+        if haskey(graph, i)
+            nm = graph[i]
+            if nm.name in prune_from
+                prune_branch!(graph, i)
+            end
+        end
+    end
+
+    # Cut out calls whose name starts with '#'
+    cut_generated_calls!(graph)
+
+    nodes_per_depth = get_node_depths(graph)
+    max_depth = min(max_depth, maximum(keys(nodes_per_depth)))
+
+    # Squash per depth nodes with the same name into one
+    squash_per_depth && squash!(graph, nodes_per_depth, max_depth, squash_methods)
+
+    set_coordinates!(graph, nodes_per_depth, max_depth, plot_non_Ribasim)
+
+    files = sort(unique(graph[i].file for i in labels(graph) if graph[i].mod == :Ribasim))
+    colors = distinguishable_colors(length(files) + 1)[end:-1:2]
+    color_dict = OrderedDict(zip(files, colors))
+
+    delete!(theme(nothing), :resolution) # Needed because of a refactor in Makie going from resolution to size
+    f = Figure(; size = size)
+    ax = Axis(f[1, 1]; xlabel = "depth", xticks = 0:max_depth)
+    plot_edges!(ax, graph, max_depth, nodes_per_depth)
+    plot_labels!(ax, graph, max_depth, color_dict)
+    hideydecorations!(ax)
+    !isnothing(xlims) && xlims!(ax, xlims...)
+
+    # Build legend
+    elements = LegendElement[
+        MarkerElement(; color = c, marker = :rect) for c in values(color_dict)
+    ]
+    descriptions = String.(files)
+
+    push!(elements, LineElement(; color = :black, linestyle = :dash))
+    push!(descriptions, "between scripts")
+
+    push!(elements, LineElement(; color = :black, linestyle = :solid))
+    push!(descriptions, "within a script")
+
+    Legend(f[1, 2], elements, descriptions)
+
+    f
+end
diff --git a/docs/dev/scripts/trace_call.jl b/docs/dev/scripts/trace_call.jl
new file mode 100644
index 000000000..aa9c648c6
--- /dev/null
+++ b/docs/dev/scripts/trace_call.jl
@@ -0,0 +1,98 @@
+# adapted from https://gist.github.com/mkborregaard/81825c3d370bb4d8dbfe59c3b2ae4b33
+# by mkborregaard
+
+const callchains = OrderedSet{Vector{Method}}()
+const modules = Set{Module}()
+
+function callchain(frame::JuliaInterpreter.Frame)
+    chain = Method[]
+    sc = JuliaInterpreter.scopeof(frame)
+    while sc isa Method
+        push!(chain, sc)
+        frame = frame.caller
+        frame === nothing && break
+        sc = JuliaInterpreter.scopeof(frame)
+    end
+    return chain
+end
+
+function log_far!(@nospecialize(recurse), frame, istoplevel::Bool = false)
+    chain = callchain(frame)
+    chain[1].module ∈ modules && push!(callchains, chain)
+    return JuliaInterpreter.finish_and_return!(recurse, frame, istoplevel)
+end
+
+function encode_vertices(callchains)
+    i = 0
+    vertices = Dict{Array{Method}, Int}()
+    for chain in callchains
+        for ind in length(chain):-1:1
+            vert = chain[ind:end]
+            haskey(vertices, vert) || (vertices[vert] = (i += 1))
+        end
+    end
+    vertices
+end
+
+# per vertex: (module, name, file)
+function getdata(vertices)
+    data = Vector{Tuple{Symbol, Symbol, Symbol, Int}}(undef, length(vertices))
+    for (k, v) in vertices
+        k1 = first(k)
+        file = Symbol(last(split(String(k1.file), "\\")))
+        data[v] = (Symbol(k1.module), k1.name, file, k1.line)
+    end
+    data
+end
+
+@kwdef struct NodeMetadata
+    i::Int
+    mod::Symbol
+    name::Symbol
+    file::Symbol
+    line::Int
+    loc::Vector{Float64} = fill(NaN, 2)
+    depth::Base.RefValue{Int} = Ref(0)
+    isleaf::Base.RefValue{Bool} = Ref(false)
+    show_module::Bool = false
+end
+
+function Base.show(io::IO, nm::NodeMetadata)
+    (; mod, name, line, show_module) = nm
+    out = "$name (L$line)"
+    show_module && (out = "$mod.$out")
+    print(io, out)
+end
+
+function construct_graph(callchains)
+    vertices = encode_vertices(callchains)
+    data = getdata(vertices)
+
+    graph = MetaGraph(DiGraph(); label_type = Int, vertex_data_type = NodeMetadata)
+
+    for (i, dat) in enumerate(data)
+        mod, name, file, line = dat
+        graph[i] = NodeMetadata(; i, mod, name, file, line)
+    end
+
+    for chain in callchains
+        for ind in (length(chain) - 1):-1:1
+            src = vertices[chain[(ind + 1):end]]
+            dst = vertices[chain[ind:end]]
+            graph[src, dst] = nothing
+        end
+    end
+
+    graph, vertices
+end
+
+function tracecall(mods::Tuple, call, args)
+    empty!(callchains)
+    empty!(modules)
+    for m in mods
+        push!(modules, m)
+    end
+    frame = JuliaInterpreter.enter_call(call, args...)
+    log_far!(log_far!, frame, false)
+    construct_graph(callchains)
+end