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Non-autonomous Linear ODE MagnusGL6 FieldError due to attempted autodiff field access #3232

@kyledebry

Description

@kyledebry

Describe the bug 🐞

Solving a non-autonomous linear ODE using a Magnus integrator (e.g. MagnusGL6) throws a FieldError because OrdinaryDiffEqDifferentiation tries to access an autodiff field on the algorithm struct via _alg_autodiff, but Magnus solvers (defined in OrdinaryDiffEqLinear) have no such field — their only fields are krylov, m, and iop.

Expected behavior

Reproduce example code output from docs

Minimal Reproducible Example 👇

Taken from the docs:

import SciMLOperators
import DifferentialEquations as DE

function update_func(A, u, p, t)
    A[1, 1] = cos(t)
    A[2, 1] = sin(t)
    A[1, 2] = -sin(t)
    A[2, 2] = cos(t)
end
A = SciMLOperators.MatrixOperator(ones(2, 2), update_func! = update_func)
prob = DE.ODEProblem(A, ones(2), (1.0, 6.0))
sol = DE.solve(prob, DE.MagnusGL6(), dt = 1 / 10)

Error & Stacktrace ⚠️

julia solver_testing.jl
ERROR: LoadError: FieldError: type OrdinaryDiffEqLinear.MagnusGL6 has no field `autodiff`, available fields: `krylov`, `m`, `iop`
Stacktrace:
  [1] getproperty
    @ ./Base_compiler.jl:54 [inlined]
  [2] _alg_autodiff(alg::OrdinaryDiffEqLinear.MagnusGL6)
    @ OrdinaryDiffEqDifferentiation ~/.julia/packages/OrdinaryDiffEqDifferentiation/TKWRC/src/alg_utils.jl:16
  [3] alg_autodiff(alg::OrdinaryDiffEqLinear.MagnusGL6)
    @ OrdinaryDiffEqDifferentiation ~/.julia/packages/OrdinaryDiffEqDifferentiation/TKWRC/src/alg_utils.jl:20
  [4] forwarddiffs_model(alg::OrdinaryDiffEqLinear.MagnusGL6)
    @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/GMkz9/src/alg_utils.jl:15
  [5] _uses_forwarddiff(alg::OrdinaryDiffEqLinear.MagnusGL6)
    @ DiffEqBase ~/.julia/packages/DiffEqBase/XLzeg/src/solve.jl:768
  [6] get_concrete_problem(prob::SciMLBase.ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, SciMLBase.ODEFunction{true, SciMLBase.AutoSpecialize, SciMLOperators.MatrixOperator{Float64, Matrix{Float64}, SciMLOperators.FilterKwargs{Nothing, Val{()}}, SciMLOperators.FilterKwargs{typeof(update_func), Val{()}}}, LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, isadapt::Bool; alg::OrdinaryDiffEqLinear.MagnusGL6, kwargs::@Kwargs{u0::Vector{Float64}, p::SciMLBase.NullParameters, dt::Float64})
    @ DiffEqBase ~/.julia/packages/DiffEqBase/XLzeg/src/solve.jl:676
  [7] solve_up(prob::SciMLBase.ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, SciMLBase.ODEFunction{true, SciMLBase.AutoSpecialize, SciMLOperators.MatrixOperator{Float64, Matrix{Float64}, SciMLOperators.FilterKwargs{Nothing, Val{()}}, SciMLOperators.FilterKwargs{typeof(update_func), Val{()}}}, LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, sensealg::Nothing, u0::Vector{Float64}, p::SciMLBase.NullParameters, args::OrdinaryDiffEqLinear.MagnusGL6; originator::SciMLBase.ChainRulesOriginator, kwargs::@Kwargs{dt::Float64})
    @ DiffEqBase ~/.julia/packages/DiffEqBase/XLzeg/src/solve.jl:624
  [8] solve(prob::SciMLBase.ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, SciMLBase.ODEFunction{true, SciMLBase.AutoSpecialize, SciMLOperators.MatrixOperator{Float64, Matrix{Float64}, SciMLOperators.FilterKwargs{Nothing, Val{()}}, SciMLOperators.FilterKwargs{typeof(update_func), Val{()}}}, LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, args::OrdinaryDiffEqLinear.MagnusGL6; sensealg::Nothing, u0::Nothing, p::Nothing, wrap::Val{true}, kwargs::@Kwargs{dt::Float64})
    @ DiffEqBase ~/.julia/packages/DiffEqBase/XLzeg/src/solve.jl:587
  [9] top-level scope
    @ solver_testing.jl:12
 [10] include(mod::Module, _path::String)
    @ Base ./Base.jl:306
 [11] exec_options(opts::Base.JLOptions)
    @ Base ./client.jl:317
 [12] _start()
    @ Base ./client.jl:550
in expression starting at solver_testing.jl:12

Environment (please complete the following information):

  • Output of using Pkg; Pkg.status()
Status `~/.julia/environments/v1.12/Project.toml`
  [0c46a032] DifferentialEquations v7.17.0
⌃ [1dea7af3] OrdinaryDiffEq v6.103.0
  [91a5bcdd] Plots v1.41.6
  [33c8b6b6] ProgressLogging v0.1.6
  [6e0679c1] QuantumOptics v1.2.4
  [6c2fb7c5] QuantumToolbox v0.44.0
  [295af30f] Revise v3.14.0
  [c0aeaf25] SciMLOperators v1.15.1
⌃ [1ed8b502] SciMLSensitivity v7.94.0
  [e88e6eb3] Zygote v0.7.10
  • Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
Status `~/.julia/environments/v1.12/Manifest.toml`
  [47edcb42] ADTypes v1.21.0
  [621f4979] AbstractFFTs v1.5.0
  [7d9f7c33] Accessors v0.1.44
  [79e6a3ab] Adapt v4.5.0
  [66dad0bd] AliasTables v1.1.3
  [a95523ee] AlmostBlockDiagonals v0.1.10
  [ec485272] ArnoldiMethod v0.4.0
⌅ [7d9fca2a] Arpack v0.5.3
  [4fba245c] ArrayInterface v7.23.0
  [4c555306] ArrayLayouts v1.12.2
  [a9b6321e] Atomix v1.1.3
  [aae01518] BandedMatrices v1.11.0
  [d1d4a3ce] BitFlags v0.1.9
  [62783981] BitTwiddlingConvenienceFunctions v0.1.6
  [764a87c0] BoundaryValueDiffEq v5.20.0
  [7227322d] BoundaryValueDiffEqAscher v1.11.0
  [56b672f2] BoundaryValueDiffEqCore v2.1.0
  [85d9eb09] BoundaryValueDiffEqFIRK v1.12.0
  [1a22d4ce] BoundaryValueDiffEqMIRK v1.12.0
  [9255f1d6] BoundaryValueDiffEqMIRKN v1.11.0
  [ed55bfe0] BoundaryValueDiffEqShooting v1.12.0
  [70df07ce] BracketingNonlinearSolve v1.11.0
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.7
  [7057c7e9] Cassette v0.3.14
  [082447d4] ChainRules v1.73.0
  [d360d2e6] ChainRulesCore v1.26.0
  [fb6a15b2] CloseOpenIntervals v0.1.13
  [da1fd8a2] CodeTracking v3.0.0
  [944b1d66] CodecZlib v0.7.8
  [35d6a980] ColorSchemes v3.31.0
  [3da002f7] ColorTypes v0.12.1
  [c3611d14] ColorVectorSpace v0.11.0
  [5ae59095] Colors v0.13.1
  [861a8166] Combinatorics v1.1.0
  [38540f10] CommonSolve v0.2.6
  [bbf7d656] CommonSubexpressions v0.3.1
  [f70d9fcc] CommonWorldInvalidations v1.0.0
  [34da2185] Compat v4.18.1
  [807dbc54] Compiler v0.1.1
  [a33af91c] CompositionsBase v0.1.2
  [2569d6c7] ConcreteStructs v0.2.3
  [f0e56b4a] ConcurrentUtilities v2.5.1
  [187b0558] ConstructionBase v1.6.0
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  [adafc99b] CpuId v0.3.1
  [9a962f9c] DataAPI v1.16.0
  [864edb3b] DataStructures v0.19.3
  [e2d170a0] DataValueInterfaces v1.0.0
⌃ [bcd4f6db] DelayDiffEq v5.63.0
  [8bb1440f] DelimitedFiles v1.9.1
  [2b5f629d] DiffEqBase v6.211.0
  [459566f4] DiffEqCallbacks v4.12.0
  [77a26b50] DiffEqNoiseProcess v5.27.0
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [0c46a032] DifferentialEquations v7.17.0
  [a0c0ee7d] DifferentiationInterface v0.7.16
  [31c24e10] Distributions v0.25.123
  [ffbed154] DocStringExtensions v0.9.5
  [4e289a0a] EnumX v1.0.7
  [7da242da] Enzyme v0.13.134
  [f151be2c] EnzymeCore v0.8.18
  [460bff9d] ExceptionUnwrapping v0.1.11
  [d4d017d3] ExponentialUtilities v1.30.0
  [e2ba6199] ExprTools v0.1.10
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  [7a1cc6ca] FFTW v1.10.0
  [9d29842c] FastAlmostBandedMatrices v0.1.6
  [7034ab61] FastBroadcast v0.3.5
  [9aa1b823] FastClosures v0.3.2
  [7868e603] FastExpm v1.1.0
  [442a2c76] FastGaussQuadrature v1.1.0
  [a4df4552] FastPower v1.3.1
  [1a297f60] FillArrays v1.16.0
  [6a86dc24] FiniteDiff v2.29.0
  [53c48c17] FixedPointNumbers v0.8.5
  [1fa38f19] Format v1.3.7
  [f6369f11] ForwardDiff v1.3.3
  [f62d2435] FunctionProperties v0.1.2
  [069b7b12] FunctionWrappers v1.1.3
  [77dc65aa] FunctionWrappersWrappers v0.1.3
  [d9f16b24] Functors v0.5.2
  [46192b85] GPUArraysCore v0.2.0
  [61eb1bfa] GPUCompiler v1.8.2
  [28b8d3ca] GR v0.73.24
  [c145ed77] GenericSchur v0.5.6
  [86223c79] Graphs v1.14.0
  [42e2da0e] Grisu v1.0.2
  [19dc6840] HCubature v1.8.0
  [cd3eb016] HTTP v1.11.0
  [f0d1745a] HalfIntegers v1.6.0
  [076d061b] HashArrayMappedTries v0.2.0
  [34004b35] HypergeometricFunctions v0.3.28
  [7869d1d1] IRTools v0.4.15
  [615f187c] IfElse v0.1.1
  [40713840] IncompleteLU v0.2.1
  [d25df0c9] Inflate v0.1.5
  [18e54dd8] IntegerMathUtils v0.1.3
  [de52edbc] Integrals v5.1.0
  [3587e190] InverseFunctions v0.1.17
  [92d709cd] IrrationalConstants v0.2.6
  [42fd0dbc] IterativeSolvers v0.9.4
  [82899510] IteratorInterfaceExtensions v1.0.0
  [1019f520] JLFzf v0.1.11
  [692b3bcd] JLLWrappers v1.7.1
  [682c06a0] JSON v1.4.0
  [ae98c720] Jieko v0.2.1
  [aa1ae85d] JuliaInterpreter v0.10.11
⌃ [ccbc3e58] JumpProcesses v9.23.1
  [63c18a36] KernelAbstractions v0.9.41
  [ba0b0d4f] Krylov v0.10.6
  [0b1a1467] KrylovKit v0.10.2
  [929cbde3] LLVM v9.4.6
  [8ac3fa9e] LRUCache v1.6.2
  [b964fa9f] LaTeXStrings v1.4.0
  [23fbe1c1] Latexify v0.16.10
  [73f95e8e] LatticeRules v0.0.1
  [10f19ff3] LayoutPointers v0.1.17
  [5078a376] LazyArrays v2.9.5
  [2d8b4e74] LevyArea v1.0.0
  [87fe0de2] LineSearch v0.1.6
  [d3d80556] LineSearches v7.6.0
  [7a12625a] LinearMaps v3.11.4
  [7ed4a6bd] LinearSolve v3.68.0
  [2ab3a3ac] LogExpFunctions v0.3.29
  [e6f89c97] LoggingExtras v1.2.0
  [6f1432cf] LoweredCodeUtils v3.5.1
  [1914dd2f] MacroTools v0.5.16
  [d125e4d3] ManualMemory v0.1.8
  [a3b82374] MatrixFactorizations v3.1.3
  [bb5d69b7] MaybeInplace v0.1.4
  [739be429] MbedTLS v1.1.10
  [442fdcdd] Measures v0.3.3
  [e1d29d7a] Missings v1.2.0
  [4886b29c] MonteCarloIntegration v0.2.0
  [2e0e35c7] Moshi v0.3.7
  [46d2c3a1] MuladdMacro v0.2.4
  [d41bc354] NLSolversBase v8.0.0
  [872c559c] NNlib v0.9.33
  [77ba4419] NaNMath v1.1.3
  [8913a72c] NonlinearSolve v4.16.0
⌃ [be0214bd] NonlinearSolveBase v2.11.2
  [5959db7a] NonlinearSolveFirstOrder v2.0.0
  [9a2c21bd] NonlinearSolveQuasiNewton v1.12.0
  [26075421] NonlinearSolveSpectralMethods v1.6.0
  [d8793406] ObjectFile v0.5.0
  [4d8831e6] OpenSSL v1.6.1
  [3bd65402] Optimisers v0.4.7
  [bca83a33] OptimizationBase v5.1.0
  [bac558e1] OrderedCollections v1.8.1
⌃ [1dea7af3] OrdinaryDiffEq v6.103.0
⌃ [89bda076] OrdinaryDiffEqAdamsBashforthMoulton v1.5.0
⌃ [6ad6398a] OrdinaryDiffEqBDF v1.10.1
⌅ [bbf590c4] OrdinaryDiffEqCore v1.36.0
⌃ [50262376] OrdinaryDiffEqDefault v1.8.0
⌅ [4302a76b] OrdinaryDiffEqDifferentiation v1.16.1
⌃ [9286f039] OrdinaryDiffEqExplicitRK v1.4.0
⌃ [e0540318] OrdinaryDiffEqExponentialRK v1.8.0
⌃ [becaefa8] OrdinaryDiffEqExtrapolation v1.9.0
⌃ [5960d6e9] OrdinaryDiffEqFIRK v1.16.0
⌃ [101fe9f7] OrdinaryDiffEqFeagin v1.4.0
⌃ [d3585ca7] OrdinaryDiffEqFunctionMap v1.5.0
⌃ [d28bc4f8] OrdinaryDiffEqHighOrderRK v1.5.0
⌃ [9f002381] OrdinaryDiffEqIMEXMultistep v1.7.0
⌃ [521117fe] OrdinaryDiffEqLinear v1.6.0
⌃ [1344f307] OrdinaryDiffEqLowOrderRK v1.6.0
⌃ [b0944070] OrdinaryDiffEqLowStorageRK v1.7.0
⌃ [127b3ac7] OrdinaryDiffEqNonlinearSolve v1.15.0
⌃ [c9986a66] OrdinaryDiffEqNordsieck v1.4.0
⌃ [5dd0a6cf] OrdinaryDiffEqPDIRK v1.6.0
⌃ [5b33eab2] OrdinaryDiffEqPRK v1.4.0
⌃ [04162be5] OrdinaryDiffEqQPRK v1.4.0
⌃ [af6ede74] OrdinaryDiffEqRKN v1.5.0
⌃ [43230ef6] OrdinaryDiffEqRosenbrock v1.18.1
⌃ [2d112036] OrdinaryDiffEqSDIRK v1.7.0
⌃ [669c94d9] OrdinaryDiffEqSSPRK v1.7.0
⌃ [e3e12d00] OrdinaryDiffEqStabilizedIRK v1.6.0
⌃ [358294b1] OrdinaryDiffEqStabilizedRK v1.4.0
⌃ [fa646aed] OrdinaryDiffEqSymplecticRK v1.7.0
⌃ [b1df2697] OrdinaryDiffEqTsit5 v1.5.0
⌃ [79d7bb75] OrdinaryDiffEqVerner v1.6.0
  [90014a1f] PDMats v0.11.37
  [65ce6f38] PackageExtensionCompat v1.0.2
  [69de0a69] Parsers v2.8.3
  [ccf2f8ad] PlotThemes v3.3.0
  [995b91a9] PlotUtils v1.4.4
  [91a5bcdd] Plots v1.41.6
  [e409e4f3] PoissonRandom v0.4.7
  [f517fe37] Polyester v0.7.19
  [1d0040c9] PolyesterWeave v0.2.2
⌅ [d236fae5] PreallocationTools v0.4.34
  [aea7be01] PrecompileTools v1.3.3
  [21216c6a] Preferences v1.5.2
  [27ebfcd6] Primes v0.5.7
  [33c8b6b6] ProgressLogging v0.1.6
  [92933f4c] ProgressMeter v1.11.0
  [43287f4e] PtrArrays v1.4.0
  [1fd47b50] QuadGK v2.11.2
  [5717a53b] QuantumInterface v0.4.2
  [6e0679c1] QuantumOptics v1.2.4
  [4f57444f] QuantumOpticsBase v0.5.9
  [6c2fb7c5] QuantumToolbox v0.44.0
  [8a4e6c94] QuasiMonteCarlo v0.3.5
  [e6cf234a] RandomNumbers v1.6.0
  [308eb6b3] RationalRoots v0.2.1
  [c1ae055f] RealDot v0.1.0
  [3cdcf5f2] RecipesBase v1.3.4
  [01d81517] RecipesPipeline v0.6.12
  [731186ca] RecursiveArrayTools v3.48.0
  [189a3867] Reexport v1.2.2
  [05181044] RelocatableFolders v1.0.1
  [ae029012] Requires v1.3.1
  [ae5879a3] ResettableStacks v1.2.0
  [37e2e3b7] ReverseDiff v1.16.2
  [295af30f] Revise v3.14.0
  [79098fc4] Rmath v0.9.0
  [7e49a35a] RuntimeGeneratedFunctions v0.5.17
  [94e857df] SIMDTypes v0.1.0
  [0bca4576] SciMLBase v2.152.1
  [19f34311] SciMLJacobianOperators v0.1.12
  [a6db7da4] SciMLLogging v1.9.1
  [c0aeaf25] SciMLOperators v1.15.1
  [431bcebd] SciMLPublic v1.0.1
⌃ [1ed8b502] SciMLSensitivity v7.94.0
  [53ae85a6] SciMLStructures v1.10.0
  [7e506255] ScopedValues v1.6.0
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  [efcf1570] Setfield v1.1.2
  [992d4aef] Showoff v1.0.3
  [777ac1f9] SimpleBufferStream v1.2.0
  [727e6d20] SimpleNonlinearSolve v2.11.0
  [699a6c99] SimpleTraits v0.9.5
  [ce78b400] SimpleUnPack v1.1.0
  [ed01d8cd] Sobol v1.5.0
  [a2af1166] SortingAlgorithms v1.2.2
  [9f842d2f] SparseConnectivityTracer v1.2.1
  [dc90abb0] SparseInverseSubset v0.1.2
  [0a514795] SparseMatrixColorings v0.4.26
  [276daf66] SpecialFunctions v2.7.1
  [860ef19b] StableRNGs v1.0.4
  [aedffcd0] Static v1.3.1
  [0d7ed370] StaticArrayInterface v1.9.0
  [90137ffa] StaticArrays v1.9.18
  [1e83bf80] StaticArraysCore v1.4.4
  [10745b16] Statistics v1.11.1
  [82ae8749] StatsAPI v1.8.0
  [2913bbd2] StatsBase v0.34.10
  [4c63d2b9] StatsFuns v1.5.2
  [9672c7b4] SteadyStateDiffEq v2.9.0
⌃ [789caeaf] StochasticDiffEq v6.87.0
  [7792a7ef] StrideArraysCore v0.5.8
  [5e0ebb24] Strided v2.3.4
  [4db3bf67] StridedViews v0.4.6
  [09ab397b] StructArrays v0.7.2
  [53d494c1] StructIO v0.3.1
  [ec057cc2] StructUtils v2.7.1
  [c3572dad] Sundials v5.1.0
  [2efcf032] SymbolicIndexingInterface v0.3.46
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.12.1
  [62fd8b95] TensorCore v0.1.1
  [8290d209] ThreadingUtilities v0.5.5
  [a759f4b9] TimerOutputs v0.5.29
  [9f7883ad] Tracker v0.2.38
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  [3bb67fe8] TranscodingStreams v0.11.3
  [781d530d] TruncatedStacktraces v1.4.0
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  [1cfade01] UnicodeFun v0.4.1
  [c4a57d5a] UnsafeArrays v1.0.8
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  [9f57e263] WignerSymbols v2.0.0
  [e88e6eb3] Zygote v0.7.10
  [700de1a5] ZygoteRules v0.2.7
⌅ [68821587] Arpack_jll v3.5.2+0
  [6e34b625] Bzip2_jll v1.0.9+0
  [83423d85] Cairo_jll v1.18.5+1
  [ee1fde0b] Dbus_jll v1.16.2+0
  [7cc45869] Enzyme_jll v0.0.256+0
  [2702e6a9] EpollShim_jll v0.0.20230411+1
  [2e619515] Expat_jll v2.7.3+0
  [b22a6f82] FFMPEG_jll v8.0.1+1
  [f5851436] FFTW_jll v3.3.11+0
  [a3f928ae] Fontconfig_jll v2.17.1+0
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  [0656b61e] GLFW_jll v3.4.1+0
  [d2c73de3] GR_jll v0.73.24+0
⌅ [b0724c58] GettextRuntime_jll v0.22.4+0
  [61579ee1] Ghostscript_jll v9.55.1+0
  [7746bdde] Glib_jll v2.86.3+0
  [3b182d85] Graphite2_jll v1.3.15+0
  [2e76f6c2] HarfBuzz_jll v8.5.1+0
  [1d5cc7b8] IntelOpenMP_jll v2025.2.0+0
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  [88015f11] LERC_jll v4.0.1+0
  [dad2f222] LLVMExtra_jll v0.0.38+0
  [1d63c593] LLVMOpenMP_jll v18.1.8+0
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  [ad6e5548] LibTracyClient_jll v0.13.1+0
⌅ [e9f186c6] Libffi_jll v3.4.7+0
  [7e76a0d4] Libglvnd_jll v1.7.1+1
  [94ce4f54] Libiconv_jll v1.18.0+0
  [4b2f31a3] Libmount_jll v2.41.3+0
  [89763e89] Libtiff_jll v4.7.2+0
  [38a345b3] Libuuid_jll v2.41.3+0
  [856f044c] MKL_jll v2025.2.0+0
  [c8ffd9c3] MbedTLS_jll v2.28.1010+0
  [e7412a2a] Ogg_jll v1.3.6+0
  [656ef2d0] OpenBLAS32_jll v0.3.30+0
  [efe28fd5] OpenSpecFun_jll v0.5.6+0
  [91d4177d] Opus_jll v1.6.1+0
  [36c8627f] Pango_jll v1.57.0+0
⌅ [30392449] Pixman_jll v0.44.2+0
  [c0090381] Qt6Base_jll v6.10.2+1
  [629bc702] Qt6Declarative_jll v6.10.2+1
  [ce943373] Qt6ShaderTools_jll v6.10.2+1
  [6de9746b] Qt6Svg_jll v6.10.2+0
  [e99dba38] Qt6Wayland_jll v6.10.2+1
  [f50d1b31] Rmath_jll v0.5.1+0
  [ca45d3f4] SuiteSparse32_jll v7.12.1+0
  [fb77eaff] Sundials_jll v7.5.0+0
  [a44049a8] Vulkan_Loader_jll v1.3.243+0
  [a2964d1f] Wayland_jll v1.24.0+0
  [ffd25f8a] XZ_jll v5.8.2+0
  [f67eecfb] Xorg_libICE_jll v1.1.2+0
  [c834827a] Xorg_libSM_jll v1.2.6+0
  [4f6342f7] Xorg_libX11_jll v1.8.13+0
  [0c0b7dd1] Xorg_libXau_jll v1.0.13+0
  [935fb764] Xorg_libXcursor_jll v1.2.4+0
  [a3789734] Xorg_libXdmcp_jll v1.1.6+0
  [1082639a] Xorg_libXext_jll v1.3.8+0
  [d091e8ba] Xorg_libXfixes_jll v6.0.2+0
  [a51aa0fd] Xorg_libXi_jll v1.8.3+0
  [d1454406] Xorg_libXinerama_jll v1.1.7+0
  [ec84b674] Xorg_libXrandr_jll v1.5.6+0
  [ea2f1a96] Xorg_libXrender_jll v0.9.12+0
  [a65dc6b1] Xorg_libpciaccess_jll v0.18.1+0
  [c7cfdc94] Xorg_libxcb_jll v1.17.1+0
  [cc61e674] Xorg_libxkbfile_jll v1.2.0+0
  [e920d4aa] Xorg_xcb_util_cursor_jll v0.1.6+0
  [12413925] Xorg_xcb_util_image_jll v0.4.1+0
  [2def613f] Xorg_xcb_util_jll v0.4.1+0
  [975044d2] Xorg_xcb_util_keysyms_jll v0.4.1+0
  [0d47668e] Xorg_xcb_util_renderutil_jll v0.3.10+0
  [c22f9ab0] Xorg_xcb_util_wm_jll v0.4.2+0
  [35661453] Xorg_xkbcomp_jll v1.4.7+0
  [33bec58e] Xorg_xkeyboard_config_jll v2.44.0+0
  [c5fb5394] Xorg_xtrans_jll v1.6.0+0
  [3161d3a3] Zstd_jll v1.5.7+1
  [35ca27e7] eudev_jll v3.2.14+0
  [214eeab7] fzf_jll v0.61.1+0
  [a4ae2306] libaom_jll v3.13.1+0
  [0ac62f75] libass_jll v0.17.4+0
  [1183f4f0] libdecor_jll v0.2.2+0
  [8e53e030] libdrm_jll v2.4.125+1
  [2db6ffa8] libevdev_jll v1.13.4+0
  [f638f0a6] libfdk_aac_jll v2.0.4+0
  [36db933b] libinput_jll v1.28.1+0
  [b53b4c65] libpng_jll v1.6.55+0
  [9a156e7d] libva_jll v2.23.0+0
  [f27f6e37] libvorbis_jll v1.3.8+0
  [009596ad] mtdev_jll v1.1.7+0
  [1317d2d5] oneTBB_jll v2022.0.0+1
⌅ [1270edf5] x264_jll v10164.0.1+0
  [dfaa095f] x265_jll v4.1.0+0
  [d8fb68d0] xkbcommon_jll v1.13.0+0
  [0dad84c5] ArgTools v1.1.2
  [56f22d72] Artifacts v1.11.0
  [2a0f44e3] Base64 v1.11.0
  [ade2ca70] Dates v1.11.0
  [8ba89e20] Distributed v1.11.0
  [f43a241f] Downloads v1.7.0
  [7b1f6079] FileWatching v1.11.0
  [9fa8497b] Future v1.11.0
  [b77e0a4c] InteractiveUtils v1.11.0
  [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0
  [4af54fe1] LazyArtifacts v1.11.0
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2 v1.11.0
  [8f399da3] Libdl v1.11.0
  [37e2e46d] LinearAlgebra v1.12.0
  [56ddb016] Logging v1.11.0
  [d6f4376e] Markdown v1.11.0
  [a63ad114] Mmap v1.11.0
  [ca575930] NetworkOptions v1.3.0
  [44cfe95a] Pkg v1.12.1
  [de0858da] Printf v1.11.0
  [3fa0cd96] REPL v1.11.0
  [9a3f8284] Random v1.11.0
  [ea8e919c] SHA v0.7.0
  [9e88b42a] Serialization v1.11.0
  [6462fe0b] Sockets v1.11.0
  [2f01184e] SparseArrays v1.12.0
  [f489334b] StyledStrings v1.11.0
  [4607b0f0] SuiteSparse
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test v1.11.0
  [cf7118a7] UUIDs v1.11.0
  [4ec0a83e] Unicode v1.11.0
  [e66e0078] CompilerSupportLibraries_jll v1.3.0+1
  [deac9b47] LibCURL_jll v8.15.0+0
  [e37daf67] LibGit2_jll v1.9.0+0
  [29816b5a] LibSSH2_jll v1.11.3+1
  [14a3606d] MozillaCACerts_jll v2025.11.4
  [4536629a] OpenBLAS_jll v0.3.29+0
  [05823500] OpenLibm_jll v0.8.7+0
  [458c3c95] OpenSSL_jll v3.5.4+0
  [efcefdf7] PCRE2_jll v10.44.0+1
  [bea87d4a] SuiteSparse_jll v7.8.3+2
  [83775a58] Zlib_jll v1.3.1+2
  [8e850b90] libblastrampoline_jll v5.15.0+0
  [8e850ede] nghttp2_jll v1.64.0+1
  [3f19e933] p7zip_jll v17.7.0+0
Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m`
  • Output of versioninfo()
versioninfo()
Julia Version 1.12.5
Commit 5fe89b8ddc1 (2026-02-09 16:05 UTC)
Build Info:
  Official https://julialang.org release
Platform Info:
  OS: macOS (arm64-apple-darwin24.0.0)
  CPU: 10 × Apple M1 Pro
  WORD_SIZE: 64
  LLVM: libLLVM-18.1.7 (ORCJIT, apple-m1)
  GC: Built with stock GC
Threads: 1 default, 1 interactive, 1 GC (on 8 virtual cores)

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