Open
Description
Describe the bug 🐞
When I plot the output of a system in 3D I use the following syntax, which makes use of this recipe:
prob = ODEProblem(lorenz!, u0, tspan)
sol = solve(prob)
fig, ax, plt = lines(
sol; idxs = (1, 2, 3),
plotdensity = 10000,
color = 1:10000,
colormap = :plasma,
transparency = true
)
This should produce a 3D plot, but instead results in:
See this thread for further reference
Expected behavior
It should produce a 3D plot like such:
The fix in this case is setting axis = (; type = LScene)
.
Minimal Reproducible Example 👇
Without MRE, we would only be able to help you to a limited extent, and attention to the issue would be limited. to know more about MRE refer to wikipedia and stackoverflow.
using DifferentialEquations
using WGLMakie
function lorenz!(du, u, p, t)
du[1] = 10.0 * (u[2] - u[1])
du[2] = u[1] * (28.0 - u[3]) - u[2]
du[3] = u[1] * u[2] - (8 / 3) * u[3]
end
u0 = [1.0; 0.0; 0.0]
tspan = (0.0, 100.0)
prob = ODEProblem(lorenz!, u0, tspan)
sol = solve(prob)
# this results in a 2D plot
fig, ax, plt = lines(
sol; idxs = (1, 2, 3),
plotdensity = 10000,
color = 1:10000,
colormap = :plasma,
transparency = true
)
# this works, provides a proper 3D plot
# fig, ax, plt = lines(
# sol; idxs = (1, 2, 3),
# axis = (; type = LScene),
# plotdensity = 10000,
# color = 1:10000,
# colormap = :plasma,
# transparency = true
# )
# display plot
display(fig)
Environment (please complete the following information):
- Output of
using Pkg; Pkg.status()
Pkg.status()
julia> using Pkg; Pkg.status()
Status `/workspaces/langestefan.github.io/Project.toml`
⌃ [824d6782] Bonito v4.0.1
[5ae59095] Colors v0.13.0
[0c46a032] DifferentialEquations v7.16.0
[5789e2e9] FileIO v1.16.6
[ee78f7c6] Makie v0.22.1
⌃ [5e47fb64] TestImages v1.6.2
[276b4fcb] WGLMakie v0.11.1
- Output of
using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
Pkg.status(; mode = PKGMODE_MANIFEST)
julia> using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
Status `/workspaces/langestefan.github.io/Manifest.toml`
[47edcb42] ADTypes v1.13.0
[621f4979] AbstractFFTs v1.5.0
[1520ce14] AbstractTrees v0.4.5
[7d9f7c33] Accessors v0.1.41
⌃ [79e6a3ab] Adapt v4.1.1
[35492f91] AdaptivePredicates v1.2.0
[66dad0bd] AliasTables v1.1.3
[a95523ee] AlmostBlockDiagonals v0.1.10
[27a7e980] Animations v0.4.2
[ec485272] ArnoldiMethod v0.4.0
[4fba245c] ArrayInterface v7.18.0
⌃ [4c555306] ArrayLayouts v1.11.0
[67c07d97] Automa v1.1.0
[13072b0f] AxisAlgorithms v1.1.0
[39de3d68] AxisArrays v0.4.7
[aae01518] BandedMatrices v1.9.1
[d1d4a3ce] BitFlags v0.1.9
[62783981] BitTwiddlingConvenienceFunctions v0.1.6
⌃ [824d6782] Bonito v4.0.1
[764a87c0] BoundaryValueDiffEq v5.15.0
[7227322d] BoundaryValueDiffEqAscher v1.4.0
[56b672f2] BoundaryValueDiffEqCore v1.7.0
[85d9eb09] BoundaryValueDiffEqFIRK v1.5.0
[1a22d4ce] BoundaryValueDiffEqMIRK v1.5.0
[9255f1d6] BoundaryValueDiffEqMIRKN v1.4.0
[ed55bfe0] BoundaryValueDiffEqShooting v1.5.0
[70df07ce] BracketingNonlinearSolve v1.1.0
[fa961155] CEnum v0.5.0
[2a0fbf3d] CPUSummary v0.2.6
[d360d2e6] ChainRulesCore v1.25.1
[fb6a15b2] CloseOpenIntervals v0.1.13
[944b1d66] CodecZlib v0.7.8
[a2cac450] ColorBrewer v0.4.1
[35d6a980] ColorSchemes v3.29.0
⌅ [3da002f7] ColorTypes v0.11.5
⌃ [c3611d14] ColorVectorSpace v0.10.0
[5ae59095] Colors v0.13.0
[38540f10] CommonSolve v0.2.4
[bbf7d656] CommonSubexpressions v0.3.1
[f70d9fcc] CommonWorldInvalidations v1.0.0
[34da2185] Compat v4.16.0
[a33af91c] CompositionsBase v0.1.2
[2569d6c7] ConcreteStructs v0.2.3
[f0e56b4a] ConcurrentUtilities v2.5.0
[187b0558] ConstructionBase v1.5.8
[d38c429a] Contour v0.6.3
[adafc99b] CpuId v0.3.1
[9a962f9c] DataAPI v1.16.0
[864edb3b] DataStructures v0.18.20
[e2d170a0] DataValueInterfaces v1.0.0
[927a84f5] DelaunayTriangulation v1.6.4
[bcd4f6db] DelayDiffEq v5.52.0
⌃ [2b5f629d] DiffEqBase v6.163.0
⌃ [459566f4] DiffEqCallbacks v4.2.2
[77a26b50] DiffEqNoiseProcess v5.24.1
[163ba53b] DiffResults v1.1.0
[b552c78f] DiffRules v1.15.1
[0c46a032] DifferentialEquations v7.16.0
⌃ [a0c0ee7d] DifferentiationInterface v0.6.40
[b4f34e82] Distances v0.10.12
[31c24e10] Distributions v0.25.117
[ffbed154] DocStringExtensions v0.9.3
[4e289a0a] EnumX v1.0.4
[f151be2c] EnzymeCore v0.8.8
[429591f6] ExactPredicates v2.2.8
[460bff9d] ExceptionUnwrapping v0.1.11
[d4d017d3] ExponentialUtilities v1.27.0
[e2ba6199] ExprTools v0.1.10
⌅ [6b7a57c9] Expronicon v0.8.5
[411431e0] Extents v0.1.5
[7a1cc6ca] FFTW v1.8.1
[9d29842c] FastAlmostBandedMatrices v0.1.4
[7034ab61] FastBroadcast v0.3.5
[9aa1b823] FastClosures v0.3.2
[442a2c76] FastGaussQuadrature v1.0.2
[29a986be] FastLapackInterface v2.0.4
[a4df4552] FastPower v1.1.1
[5789e2e9] FileIO v1.16.6
[8fc22ac5] FilePaths v0.8.3
[48062228] FilePathsBase v0.9.23
[1a297f60] FillArrays v1.13.0
[6a86dc24] FiniteDiff v2.27.0
[53c48c17] FixedPointNumbers v0.8.5
[1fa38f19] Format v1.3.7
[f6369f11] ForwardDiff v0.10.38
[b38be410] FreeType v4.1.1
[663a7486] FreeTypeAbstraction v0.10.6
[069b7b12] FunctionWrappers v1.1.3
[77dc65aa] FunctionWrappersWrappers v0.1.3
[d9f16b24] Functors v0.5.2
[46192b85] GPUArraysCore v0.2.0
[c145ed77] GenericSchur v0.5.4
[68eda718] GeoFormatTypes v0.4.4
[cf35fbd7] GeoInterface v1.4.1
⌃ [5c1252a2] GeometryBasics v0.5.2
[86223c79] Graphs v1.12.0
[3955a311] GridLayoutBase v0.11.1
[42e2da0e] Grisu v1.0.2
[cd3eb016] HTTP v1.10.15
[3e5b6fbb] HostCPUFeatures v0.1.17
[34004b35] HypergeometricFunctions v0.3.27
⌃ [47d2ed2b] Hyperscript v0.0.4
[615f187c] IfElse v0.1.1
[2803e5a7] ImageAxes v0.6.12
[c817782e] ImageBase v0.1.7
[a09fc81d] ImageCore v0.10.5
[82e4d734] ImageIO v0.6.9
[bc367c6b] ImageMetadata v0.9.10
[9b13fd28] IndirectArrays v1.0.0
[d25df0c9] Inflate v0.1.5
[a98d9a8b] Interpolations v0.15.1
[d1acc4aa] IntervalArithmetic v0.22.23
[8197267c] IntervalSets v0.7.10
[3587e190] InverseFunctions v0.1.17
[92d709cd] IrrationalConstants v0.2.4
[f1662d9f] Isoband v0.1.1
[c8e1da08] IterTools v1.10.0
[82899510] IteratorInterfaceExtensions v1.0.0
[692b3bcd] JLLWrappers v1.7.0
[682c06a0] JSON v0.21.4
[b835a17e] JpegTurbo v0.1.5
[ccbc3e58] JumpProcesses v9.14.2
[ef3ab10e] KLU v0.6.0
[5ab0869b] KernelDensity v0.6.9
⌃ [ba0b0d4f] Krylov v0.9.9
[b964fa9f] LaTeXStrings v1.4.0
[10f19ff3] LayoutPointers v0.1.17
[5078a376] LazyArrays v2.6.0
[8cdb02fc] LazyModules v0.3.1
[2d8b4e74] LevyArea v1.0.0
[87fe0de2] LineSearch v0.1.4
[d3d80556] LineSearches v7.3.0
⌅ [7ed4a6bd] LinearSolve v2.39.0
[2ab3a3ac] LogExpFunctions v0.3.29
[e6f89c97] LoggingExtras v1.1.0
[bdcacae8] LoopVectorization v0.12.171
[d8e11817] MLStyle v0.4.17
[1914dd2f] MacroTools v0.5.15
[ee78f7c6] Makie v0.22.1
[20f20a25] MakieCore v0.9.0
[d125e4d3] ManualMemory v0.1.8
[dbb5928d] MappedArrays v0.4.2
[0a4f8689] MathTeXEngine v0.6.2
[a3b82374] MatrixFactorizations v3.0.1
[bb5d69b7] MaybeInplace v0.1.4
[739be429] MbedTLS v1.1.9
[e1d29d7a] Missings v1.2.0
[e94cdb99] MosaicViews v0.3.4
[99f44e22] MsgPack v1.2.1
[46d2c3a1] MuladdMacro v0.2.4
[d41bc354] NLSolversBase v7.8.3
[2774e3e8] NLsolve v4.5.1
[77ba4419] NaNMath v1.1.2
[f09324ee] Netpbm v1.1.1
[8913a72c] NonlinearSolve v4.4.0
⌃ [be0214bd] NonlinearSolveBase v1.4.1
[5959db7a] NonlinearSolveFirstOrder v1.3.0
[9a2c21bd] NonlinearSolveQuasiNewton v1.2.0
[26075421] NonlinearSolveSpectralMethods v1.1.0
[510215fc] Observables v0.5.5
[6fe1bfb0] OffsetArrays v1.15.0
[52e1d378] OpenEXR v0.3.3
[4d8831e6] OpenSSL v1.4.3
[429524aa] Optim v1.11.0
[bac558e1] OrderedCollections v1.8.0
[1dea7af3] OrdinaryDiffEq v6.91.0
[89bda076] OrdinaryDiffEqAdamsBashforthMoulton v1.2.0
[6ad6398a] OrdinaryDiffEqBDF v1.2.0
⌃ [bbf590c4] OrdinaryDiffEqCore v1.17.0
⌃ [50262376] OrdinaryDiffEqDefault v1.2.0
[4302a76b] OrdinaryDiffEqDifferentiation v1.4.0
[9286f039] OrdinaryDiffEqExplicitRK v1.1.0
⌃ [e0540318] OrdinaryDiffEqExponentialRK v1.2.0
⌃ [becaefa8] OrdinaryDiffEqExtrapolation v1.3.0
⌃ [5960d6e9] OrdinaryDiffEqFIRK v1.6.0
[101fe9f7] OrdinaryDiffEqFeagin v1.1.0
[d3585ca7] OrdinaryDiffEqFunctionMap v1.1.1
[d28bc4f8] OrdinaryDiffEqHighOrderRK v1.1.0
[9f002381] OrdinaryDiffEqIMEXMultistep v1.2.0
[521117fe] OrdinaryDiffEqLinear v1.1.0
[1344f307] OrdinaryDiffEqLowOrderRK v1.2.0
[b0944070] OrdinaryDiffEqLowStorageRK v1.2.1
⌃ [127b3ac7] OrdinaryDiffEqNonlinearSolve v1.4.0
[c9986a66] OrdinaryDiffEqNordsieck v1.1.0
[5dd0a6cf] OrdinaryDiffEqPDIRK v1.2.0
[5b33eab2] OrdinaryDiffEqPRK v1.1.0
[04162be5] OrdinaryDiffEqQPRK v1.1.0
[af6ede74] OrdinaryDiffEqRKN v1.1.0
⌃ [43230ef6] OrdinaryDiffEqRosenbrock v1.5.0
[2d112036] OrdinaryDiffEqSDIRK v1.2.0
[669c94d9] OrdinaryDiffEqSSPRK v1.2.0
[e3e12d00] OrdinaryDiffEqStabilizedIRK v1.2.0
[358294b1] OrdinaryDiffEqStabilizedRK v1.1.0
⌃ [fa646aed] OrdinaryDiffEqSymplecticRK v1.2.0
[b1df2697] OrdinaryDiffEqTsit5 v1.1.0
[79d7bb75] OrdinaryDiffEqVerner v1.1.1
[90014a1f] PDMats v0.11.32
⌃ [f57f5aa1] PNGFiles v0.4.3
[65ce6f38] PackageExtensionCompat v1.0.2
[19eb6ba3] Packing v0.5.1
[5432bcbf] PaddedViews v0.5.12
[d96e819e] Parameters v0.12.3
[69de0a69] Parsers v2.8.1
[eebad327] PkgVersion v0.3.3
[995b91a9] PlotUtils v1.4.3
[e409e4f3] PoissonRandom v0.4.4
[f517fe37] Polyester v0.7.16
[1d0040c9] PolyesterWeave v0.2.2
[647866c9] PolygonOps v0.1.2
[85a6dd25] PositiveFactorizations v0.2.4
[d236fae5] PreallocationTools v0.4.25
[aea7be01] PrecompileTools v1.2.1
[21216c6a] Preferences v1.4.3
[92933f4c] ProgressMeter v1.10.2
[43287f4e] PtrArrays v1.3.0
[4b34888f] QOI v1.0.1
[1fd47b50] QuadGK v2.11.2
[74087812] Random123 v1.7.0
[e6cf234a] RandomNumbers v1.6.0
[b3c3ace0] RangeArrays v0.3.2
[c84ed2f1] Ratios v0.4.5
[3cdcf5f2] RecipesBase v1.3.4
⌃ [731186ca] RecursiveArrayTools v3.29.0
[f2c3362d] RecursiveFactorization v0.2.23
[189a3867] Reexport v1.2.2
[05181044] RelocatableFolders v1.0.1
[ae029012] Requires v1.3.0
[ae5879a3] ResettableStacks v1.1.1
[79098fc4] Rmath v0.8.0
[5eaf0fd0] RoundingEmulator v0.2.1
[7e49a35a] RuntimeGeneratedFunctions v0.5.13
[fdea26ae] SIMD v3.7.1
[94e857df] SIMDTypes v0.1.0
[476501e8] SLEEFPirates v0.6.43
⌃ [0bca4576] SciMLBase v2.74.1
[19f34311] SciMLJacobianOperators v0.1.1
[c0aeaf25] SciMLOperators v0.3.12
[53ae85a6] SciMLStructures v1.6.1
[6c6a2e73] Scratch v1.2.1
[efcf1570] Setfield v1.1.1
[65257c39] ShaderAbstractions v0.5.0
[992d4aef] Showoff v1.0.3
[73760f76] SignedDistanceFields v0.4.0
[777ac1f9] SimpleBufferStream v1.2.0
[727e6d20] SimpleNonlinearSolve v2.1.0
[699a6c99] SimpleTraits v0.9.4
[ce78b400] SimpleUnPack v1.1.0
[45858cf5] Sixel v0.1.3
[a2af1166] SortingAlgorithms v1.2.1
[47a9eef4] SparseDiffTools v2.23.1
[0a514795] SparseMatrixColorings v0.4.13
[e56a9233] Sparspak v0.3.9
[276daf66] SpecialFunctions v2.5.0
[860ef19b] StableRNGs v1.0.2
[cae243ae] StackViews v0.1.1
[aedffcd0] Static v1.1.1
[0d7ed370] StaticArrayInterface v1.8.0
[90137ffa] StaticArrays v1.9.12
[1e83bf80] StaticArraysCore v1.4.3
[82ae8749] StatsAPI v1.7.0
[2913bbd2] StatsBase v0.34.4
[4c63d2b9] StatsFuns v1.3.2
[9672c7b4] SteadyStateDiffEq v2.4.1
[789caeaf] StochasticDiffEq v6.74.0
[7792a7ef] StrideArraysCore v0.5.7
[88034a9c] StringDistances v0.11.3
[09ab397b] StructArrays v0.7.0
[c3572dad] Sundials v4.26.1
⌃ [2efcf032] SymbolicIndexingInterface v0.3.37
[3783bdb8] TableTraits v1.0.1
[bd369af6] Tables v1.12.0
[62fd8b95] TensorCore v0.1.1
⌃ [5e47fb64] TestImages v1.6.2
[b189fb0b] ThreadPools v2.1.1
[8290d209] ThreadingUtilities v0.5.2
[731e570b] TiffImages v0.11.3
⌃ [a759f4b9] TimerOutputs v0.5.26
[3bb67fe8] TranscodingStreams v0.11.3
[d5829a12] TriangularSolve v0.2.1
[981d1d27] TriplotBase v0.1.0
[781d530d] TruncatedStacktraces v1.4.0
[5c2747f8] URIs v1.5.1
[3a884ed6] UnPack v1.0.2
[1cfade01] UnicodeFun v0.4.1
[1986cc42] Unitful v1.22.0
[3d5dd08c] VectorizationBase v0.21.71
[19fa3120] VertexSafeGraphs v0.2.0
[276b4fcb] WGLMakie v0.11.1
[e3aaa7dc] WebP v0.1.3
[eead4739] WidgetsBase v0.1.4
[efce3f68] WoodburyMatrices v1.0.0
[6e34b625] Bzip2_jll v1.0.9+0
[4e9b3aee] CRlibm_jll v1.0.1+0
[83423d85] Cairo_jll v1.18.2+1
⌅ [04572ae6] Deno_jll v1.33.4+0
[5ae413db] EarCut_jll v2.2.4+0
[2e619515] Expat_jll v2.6.5+0
⌅ [b22a6f82] FFMPEG_jll v6.1.2+0
[f5851436] FFTW_jll v3.3.10+3
[a3f928ae] Fontconfig_jll v2.15.0+0
[d7e528f0] FreeType2_jll v2.13.3+1
[559328eb] FriBidi_jll v1.0.16+0
[78b55507] Gettext_jll v0.21.0+0
[59f7168a] Giflib_jll v5.2.3+0
[7746bdde] Glib_jll v2.82.4+0
[3b182d85] Graphite2_jll v1.3.14+1
[2e76f6c2] HarfBuzz_jll v8.5.0+0
[905a6f67] Imath_jll v3.1.11+0
[1d5cc7b8] IntelOpenMP_jll v2025.0.4+0
[aacddb02] JpegTurbo_jll v3.1.1+0
[c1c5ebd0] LAME_jll v3.100.2+0
[88015f11] LERC_jll v4.0.1+0
[1d63c593] LLVMOpenMP_jll v18.1.7+0
[dd4b983a] LZO_jll v2.10.3+0
⌅ [e9f186c6] Libffi_jll v3.2.2+2
[d4300ac3] Libgcrypt_jll v1.11.0+0
[7e76a0d4] Libglvnd_jll v1.7.0+0
[7add5ba3] Libgpg_error_jll v1.51.1+0
[94ce4f54] Libiconv_jll v1.18.0+0
[4b2f31a3] Libmount_jll v2.40.3+0
[89763e89] Libtiff_jll v4.7.1+0
[38a345b3] Libuuid_jll v2.40.3+0
[856f044c] MKL_jll v2025.0.1+1
[e7412a2a] Ogg_jll v1.3.5+1
[18a262bb] OpenEXR_jll v3.2.4+0
[458c3c95] OpenSSL_jll v3.0.16+0
[efe28fd5] OpenSpecFun_jll v0.5.6+0
[91d4177d] Opus_jll v1.3.3+0
⌅ [30392449] Pixman_jll v0.43.4+0
[f50d1b31] Rmath_jll v0.5.1+0
⌅ [fb77eaff] Sundials_jll v5.2.2+0
⌃ [02c8fc9c] XML2_jll v2.13.6+0
[aed1982a] XSLT_jll v1.1.42+0
[ffd25f8a] XZ_jll v5.6.4+1
[4f6342f7] Xorg_libX11_jll v1.8.6+3
[0c0b7dd1] Xorg_libXau_jll v1.0.12+0
[a3789734] Xorg_libXdmcp_jll v1.1.5+0
[1082639a] Xorg_libXext_jll v1.3.6+3
[ea2f1a96] Xorg_libXrender_jll v0.9.11+1
[14d82f49] Xorg_libpthread_stubs_jll v0.1.2+0
[c7cfdc94] Xorg_libxcb_jll v1.17.0+3
[c5fb5394] Xorg_xtrans_jll v1.5.1+0
⌃ [3161d3a3] Zstd_jll v1.5.7+0
[9a68df92] isoband_jll v0.2.3+0
[a4ae2306] libaom_jll v3.11.0+0
[0ac62f75] libass_jll v0.15.2+0
[f638f0a6] libfdk_aac_jll v2.0.3+0
[b53b4c65] libpng_jll v1.6.46+0
[075b6546] libsixel_jll v1.10.5+0
[f27f6e37] libvorbis_jll v1.3.7+2
[c5f90fcd] libwebp_jll v1.5.0+0
[1317d2d5] oneTBB_jll v2022.0.0+0
[1270edf5] x264_jll v10164.0.1+0
⌅ [dfaa095f] x265_jll v3.6.0+0
[0dad84c5] ArgTools v1.1.1
[56f22d72] Artifacts
[2a0f44e3] Base64
[8bf52ea8] CRC32c
[ade2ca70] Dates
[8ba89e20] Distributed
[f43a241f] Downloads v1.6.0
[7b1f6079] FileWatching
[9fa8497b] Future
[b77e0a4c] InteractiveUtils
[4af54fe1] LazyArtifacts
[b27032c2] LibCURL v0.6.4
[76f85450] LibGit2
[8f399da3] Libdl
[37e2e46d] LinearAlgebra
[56ddb016] Logging
[d6f4376e] Markdown
[a63ad114] Mmap
[ca575930] NetworkOptions v1.2.0
[44cfe95a] Pkg v1.10.0
[de0858da] Printf
[3fa0cd96] REPL
[9a3f8284] Random
[ea8e919c] SHA v0.7.0
[9e88b42a] Serialization
[1a1011a3] SharedArrays
[6462fe0b] Sockets
[2f01184e] SparseArrays v1.10.0
[10745b16] Statistics v1.10.0
[4607b0f0] SuiteSparse
[fa267f1f] TOML v1.0.3
[a4e569a6] Tar v1.10.0
[8dfed614] Test
[cf7118a7] UUIDs
[4ec0a83e] Unicode
[e66e0078] CompilerSupportLibraries_jll v1.1.1+0
[deac9b47] LibCURL_jll v8.4.0+0
[e37daf67] LibGit2_jll v1.6.4+0
[29816b5a] LibSSH2_jll v1.11.0+1
[c8ffd9c3] MbedTLS_jll v2.28.2+1
[14a3606d] MozillaCACerts_jll v2023.1.10
[4536629a] OpenBLAS_jll v0.3.23+4
[05823500] OpenLibm_jll v0.8.1+2
[efcefdf7] PCRE2_jll v10.42.0+1
[bea87d4a] SuiteSparse_jll v7.2.1+1
[83775a58] Zlib_jll v1.2.13+1
[8e850b90] libblastrampoline_jll v5.11.0+0
[8e850ede] nghttp2_jll v1.52.0+1
[3f19e933] p7zip_jll v17.4.0+2
- Output of
versioninfo()
versioninfo()
julia> versioninfo()
Julia Version 1.10.8
Commit 4c16ff44be8 (2025-01-22 10:06 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: Linux (x86_64-linux-gnu)
CPU: 32 × AMD Ryzen 9 5950X 16-Core Processor
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 32 virtual cores)