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A mysterious kwarg bug #666

@NicolasL-S

Description

@NicolasL-S

Describe the bug 🐞

When I run the following code:

using NonlinearSolve

function f!(du, u, p=nothing)
	n = length(u)
	du[1] = 1. - u[1]
	for i in 2:n
		du[i] = 3 * (u[i] - u[i-1] * u[i-1])
	end
	return du
end

u0 = [-1.2;ones(9)]
prob = NonlinearProblem(f!, u0, 0)
sol = solve(prob)

I get a strange error:

ERROR: ArgumentError: No keyword arguments provided. When `accepted_kwargs` is provided, the corresponding keyword arguments must be passed for cache initialization.
Stacktrace:
  [1] FunctionOperator(op::SparseDiffTools.AutoDiffVJP{…}, input::Vector{…}, output::Vector{…}; op_adjoint::Nothing, op_inverse::Nothing, op_adjoint_inverse::Nothing, p::Nothing, t::Nothing, accepted_kwargs::Tuple{…}, T::Nothing, isinplace::Val{…}, outofplace::Val{…}, has_mul5::Nothing, isconstant::Bool, islinear::Bool, isconvertible::Bool, batch::Bool, ifcache::Val{…}, cache::Nothing, opnorm::Nothing, issymmetric::Val{…}, ishermitian::Val{…}, isposdef::Bool, kwargs::@Kwargs{})
    @ SciMLOperators ~/.julia/packages/SciMLOperators/KVzmP/src/func.jl:325
  [2] VecJac(f::Function, u::Vector{…}, p::Nothing, t::Nothing; fu::Vector{…}, autodiff::AutoFiniteDiff{…}, use_deprecated_ordering::Val{…}, kwargs::@Kwargs{})
    @ SparseDiffTools ~/.julia/packages/SparseDiffTools/CPCma/src/differentiation/vecjac_products.jl:107
  [3] (::NonlinearSolve.var"#g!#35"{true, NonlinearFunction{}, Int64, Vector{}, AutoFiniteDiff{}})(u::Vector{Float64}, fu::Vector{Float64})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/jQUN8/src/linesearch.jl:137
  [4] (::NonlinearSolve.var"#ϕdϕ_internal#41"{Vector{}, Vector{}, NonlinearSolve.var"#g!#35"{}, Vector{}})(α::Float64)
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/jQUN8/src/linesearch.jl:169
  [5] perform_linesearch!(cache::NonlinearSolve.LineSearchesJLCache{…}, u::Vector{…}, du::Vector{…})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/jQUN8/src/linesearch.jl:185
  [6] perform_step!(cache::NonlinearSolve.NewtonRaphsonCache{…})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/jQUN8/src/raphson.jl:112
  [7] solve!(cache::NonlinearSolve.NewtonRaphsonCache{…})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/jQUN8/src/NonlinearSolve.jl:148
  [8] __solve(::NonlinearProblem{…}, ::NewtonRaphson{…}; kwargs::@Kwargs{})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/jQUN8/src/NonlinearSolve.jl:134
  [9] __solve
    @ ~/.julia/packages/NonlinearSolve/jQUN8/src/NonlinearSolve.jl:131 [inlined]
 [10] macro expansion
    @ ~/.julia/packages/NonlinearSolve/jQUN8/src/default.jl:123 [inlined]
 [11] __solve(::NonlinearProblem{…}, ::NonlinearSolvePolyAlgorithm{…}; kwargs::@Kwargs{})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/jQUN8/src/default.jl:115
 [12] __solve
    @ ~/.julia/packages/NonlinearSolve/jQUN8/src/default.jl:115 [inlined]
 [13] #__solve#137
    @ ~/.julia/packages/NonlinearSolve/jQUN8/src/default.jl:334 [inlined]
 [14] __solve
    @ ~/.julia/packages/NonlinearSolve/jQUN8/src/default.jl:331 [inlined]
 [15] #__solve#61
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1371 [inlined]
 [16] __solve
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1364 [inlined]
 [17] #solve_call#34
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:609 [inlined]
 [18] solve_call
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:567 [inlined]
 [19] #solve_up#42
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1050 [inlined]
 [20] solve_up
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1044 [inlined]
 [21] #solve#41
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1038 [inlined]
 [22] solve(::NonlinearProblem{Vector{…}, true, Int64, NonlinearFunction{…}, @Kwargs{}, SciMLBase.StandardNonlinearProblem})
    @ DiffEqBase ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1028
 [23] top-level scope
    @ REPL[24]:1
Some type information was truncated. Use `show(err)` to see complete types.

If this can help, I have found three (unsatisfactory) ways to make the code work:

  1. Comment out the line
  #du[1] = 1. - u[1]
  1. Change the 3 to a 2
    du[i] = 2 * (u[i] - u[i-1] * u[i-1])
  1. Change the starting point to
    u0 = ones(10)

Environment (please complete the following information):

  • Output of using Pkg; Pkg.status()
julia> Pkg.status()
Status `~/.julia/environments/v1.10/Project.toml`
⌃ [54578032] ADNLPModels v0.7.2
  [14f7f29c] AMD v0.5.3
  [22286c92] AccurateArithmetic v0.3.8
  [ec485272] ArnoldiMethod v0.4.0
  [7d9fca2a] Arpack v0.5.4
  [65a8f2f4] ArraysOfArrays v0.6.6
  [6e4b80f9] BenchmarkTools v1.6.0
  [336ed68f] CSV v0.10.15
  [1b53aba6] CUTEst v1.3.2
  [13f3f980] CairoMakie v0.15.4
  [35d6a980] ColorSchemes v3.30.0
  [3da002f7] ColorTypes v0.12.1
  [5ae59095] Colors v0.13.1
  [a8cc5b0e] Crayons v4.1.1
  [a93c6f00] DataFrames v1.7.0
  [85a47980] Dictionaries v0.4.5
⌃ [2b5f629d] DiffEqBase v6.146.2
  [a077e3f3] DiffEqProblemLibrary v5.0.0
  [b4f34e82] Distances v0.10.12
  [31c24e10] Distributions v0.25.120
  [d4d017d3] ExponentialUtilities v1.27.0
  [442a2c76] FastGaussQuadrature v1.0.2
  [c0e83750] FastPow v0.1.0
⌃ [5789e2e9] FileIO v1.16.5
  [3325f569] FixedPoint v1.0.1
  [817d07cb] FixedPointAcceleration v1.0.1
  [59287772] Formatting v0.4.3
⌅ [f6369f11] ForwardDiff v0.10.38
  [19dc6840] HCubature v1.7.0
  [615f187c] IfElse v0.1.1
  [40713840] IncompleteLU v0.2.1
  [bd90abd5] IterativePerturbationTheory v0.1.0 `https://github.com/msmerlak/IterativePerturbationTheory.jl#master`
⌅ [c3a54625] JET v0.9.18
  [4138dd39] JLD v0.13.5
⌅ [033835bb] JLD2 v0.4.54
⌃ [10dff2fc] JSOSolvers v0.13.2
  [3123b30d] KWLinalg v0.1.0 `https://github.com/Algopaul/KWLinalg.jl.git#main`
  [2c470bb0] Kronecker v0.5.5
⌃ [0b1a1467] KrylovKit v0.6.1
  [b964fa9f] LaTeXStrings v1.4.0
  [d3d80556] LineSearches v7.4.0
⌅ [7ed4a6bd] LinearSolve v2.22.1
  [898213cb] LowRankApprox v0.5.5
  [23992714] MAT v0.10.7
  [bb5d69b7] MaybeInplace v0.1.4 `https://github.com/SciML/MaybeInplace.jl#main`
  [46d2c3a1] MuladdMacro v0.2.4
  [a4795742] NLPModels v0.21.5
  [792afdf1] NLPModelsJuMP v0.13.2
  [2774e3e8] NLsolve v4.5.1
  [59ddf330] NearestCorrelationMatrix v1.1.1
  [b7050fa9] NonlinearProblemLibrary v0.1.3
⌅ [8913a72c] NonlinearSolve v3.1.1
⌃ [5fb14364] OhMyREPL v0.5.29
⌃ [429524aa] Optim v1.11.0
  [cec144fc] OptimTestProblems v2.0.3 `https://github.com/JuliaNLSolvers/OptimTestProblems.jl#master`
  [5049e819] OptimizationProblems v0.9.1
  [e4faabce] PProf v3.2.0
  [efdf428f] PiecewiseIncreasingRanges v1.0.0
  [58dd65bb] Plotly v0.4.1
  [f0f68f2c] PlotlyJS v0.18.17
  [91a5bcdd] Plots v1.40.17
  [08abe8d2] PrettyTables v2.4.0
  [c46f51b8] ProfileView v1.10.1
  [92933f4c] ProgressMeter v1.10.4
  [d330b81b] PyPlot v2.11.6
  [274fc56d] PythonPlot v1.0.6
  [29d2ae51] QRupdate v1.0.1
  [be4d8f0f] Quadmath v0.5.13
  [6f49c342] RCall v0.14.9
  [37e2e3b7] ReverseDiff v1.16.1
  [084e46ad] SIAMFANLEquations v1.0.2
  [65e68595] SchumakerSpline v1.4.5
⌅ [727e6d20] SimpleNonlinearSolve v1.5.0
  [bcd08a7b] Singular v0.25.7
  [ed01d8cd] Sobol v1.5.0
  [581a75fa] SolverBenchmark v0.6.2
  [ff4d7338] SolverCore v0.3.8
⌃ [9f842d2f] SparseConnectivityTracer v0.1.0
  [f1835b91] SpeedMapping v0.3.0
  [90137ffa] StaticArrays v1.9.14
  [2913bbd2] StatsBase v0.34.5
  [4c63d2b9] StatsFuns v1.5.0
⌅ [5e0ebb24] Strided v1.2.3
  [f489334b] StyledStrings v1.0.3
  [bd369af6] Tables v1.12.1
  [02d47bb6] TensorCast v0.4.9
  [04ed911b] TensorDecompositions v1.2.4
⌅ [6aa20fa7] TensorOperations v1.3.1
  [9c690861] TensorToolbox v1.0.1
  [d5829a12] TriangularSolve v0.2.1
  [1986cc42] Unitful v1.24.0
  [1fd64df0] Xsum v1.3.0
  [ade2ca70] Dates
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`
  • Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
julia> Pkg.status(; mode = PKGMODE_MANIFEST)
Status `~/.julia/environments/v1.10/Manifest.toml`
⌃ [54578032] ADNLPModels v0.7.2
⌅ [47edcb42] ADTypes v0.2.7
  [14f7f29c] AMD v0.5.3
  [a4c015fc] ANSIColoredPrinters v0.0.1
  [c3fe647b] AbstractAlgebra v0.46.1
  [621f4979] AbstractFFTs v1.5.0
  [1520ce14] AbstractTrees v0.4.5
  [7d9f7c33] Accessors v0.1.42
  [22286c92] AccurateArithmetic v0.3.8
⌅ [79e6a3ab] Adapt v3.7.2
  [35492f91] AdaptivePredicates v1.2.0
  [66dad0bd] AliasTables v1.1.3
  [27a7e980] Animations v0.4.2
  [dce04be8] ArgCheck v2.5.0
  [ec485272] ArnoldiMethod v0.4.0
  [7d9fca2a] Arpack v0.5.4
⌃ [4fba245c] ArrayInterface v7.7.1
  [4c555306] ArrayLayouts v1.11.2
  [65a8f2f4] ArraysOfArrays v0.6.6
  [bf4720bc] AssetRegistry v0.1.0
⌅ [a9b6321e] Atomix v0.1.0
  [67c07d97] Automa v1.1.0
  [13072b0f] AxisAlgorithms v1.1.0
  [39de3d68] AxisArrays v0.4.7
⌅ [ab4f0b2a] BFloat16s v0.4.2
  [aae01518] BandedMatrices v1.9.4
  [198e06fe] BangBang v0.4.4
  [18cc8868] BaseDirs v1.3.2
  [9718e550] Baselet v0.1.1
  [ecbce9bc] BenchmarkProfiles v0.4.6
  [6e4b80f9] BenchmarkTools v1.6.0
⌅ [e2ed5e7c] Bijections v0.1.10
  [9e28174c] BinDeps v1.0.2
  [f01c122e] BinaryWrappers v0.1.3
  [d1d4a3ce] BitFlags v0.1.9
  [62783981] BitTwiddlingConvenienceFunctions v0.1.6
⌃ [ad839575] Blink v0.12.5
  [a74b3585] Blosc v0.7.3
  [e1450e63] BufferedStreams v1.2.2
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.6
  [96374032] CRlibm v1.0.2
  [00ebfdb7] CSTParser v3.4.3
  [336ed68f] CSV v0.10.15
⌃ [052768ef] CUDA v5.1.2
⌅ [1af6417a] CUDA_Runtime_Discovery v0.2.4
  [1b53aba6] CUTEst v1.3.2
  [159f3aea] Cairo v1.1.1
  [13f3f980] CairoMakie v0.15.4
  [7057c7e9] Cassette v0.3.14
⌅ [479239e8] Catalyst v13.5.1
  [324d7699] CategoricalArrays v1.0.1
  [d360d2e6] ChainRulesCore v1.25.2
  [fb6a15b2] CloseOpenIntervals v0.1.13
⌅ [da1fd8a2] CodeTracking v1.3.9
  [523fee87] CodecBzip2 v0.8.5
  [944b1d66] CodecZlib v0.7.8
⌅ [ffa27691] ColPack v0.3.0
  [a2cac450] ColorBrewer v0.4.1
  [35d6a980] ColorSchemes v3.30.0
  [3da002f7] ColorTypes v0.12.1
  [c3611d14] ColorVectorSpace v0.11.0
  [5ae59095] Colors v0.13.1
  [861a8166] Combinatorics v1.0.3
⌅ [a80b9123] CommonMark v0.8.16
  [38540f10] CommonSolve v0.2.4
  [bbf7d656] CommonSubexpressions v0.3.1
  [34da2185] Compat v4.18.0
  [b152e2b5] CompositeTypes v0.1.4
  [a33af91c] CompositionsBase v0.1.2
  [95dc2771] ComputePipeline v0.1.3
  [2569d6c7] ConcreteStructs v0.2.3
  [8f4d0f93] Conda v1.10.2
  [992eb4ea] CondaPkg v0.2.29
⌅ [187b0558] ConstructionBase v1.5.6
  [d38c429a] Contour v0.6.3
  [a2441757] Coverage v1.6.1
  [c36e975a] CoverageTools v1.3.2
  [adafc99b] CpuId v0.3.1
  [a8cc5b0e] Crayons v4.1.1
  [1f15a43c] CxxWrap v0.17.1
  [dfb8ca35] DAEProblemLibrary v0.1.0
  [f42792ee] DDEProblemLibrary v0.1.2
  [9a962f9c] DataAPI v1.16.0
  [a93c6f00] DataFrames v1.7.0
⌅ [864edb3b] DataStructures v0.18.22
  [e2d170a0] DataValueInterfaces v1.0.0
⌃ [31a5f54b] Debugger v0.7.11
  [3f0dd361] DefaultApplication v1.1.0
  [244e2a9f] DefineSingletons v0.1.2
  [927a84f5] DelaunayTriangulation v1.6.4
  [8bb1440f] DelimitedFiles v1.9.1
  [85a47980] Dictionaries v0.4.5
⌃ [2b5f629d] DiffEqBase v6.146.2
⌅ [459566f4] DiffEqCallbacks v2.36.1
  [a077e3f3] DiffEqProblemLibrary v5.0.0
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [b4f34e82] Distances v0.10.12
  [aaf54ef3] DistributedArrays v0.6.7
  [31c24e10] Distributions v0.25.120
  [ffbed154] DocStringExtensions v0.9.5
⌅ [e30172f5] Documenter v0.27.25
  [35a29f4d] DocumenterTools v0.1.20
⌅ [5b8099bc] DomainSets v0.6.7
⌅ [7c1d4256] DynamicPolynomials v0.5.7
  [4e289a0a] EnumX v1.0.5
⌅ [f151be2c] EnzymeCore v0.6.6
  [429591f6] ExactPredicates v2.2.8
  [d4d017d3] ExponentialUtilities v1.27.0
  [e2ba6199] ExprTools v0.1.10
  [411431e0] Extents v0.1.6
  [c87230d0] FFMPEG v0.4.4
  [7a1cc6ca] FFTW v1.9.0
⌅ [7034ab61] FastBroadcast v0.2.8
  [9aa1b823] FastClosures v0.3.2
  [442a2c76] FastGaussQuadrature v1.0.2
  [29a986be] FastLapackInterface v2.0.4
  [c0e83750] FastPow v0.1.0
⌃ [5789e2e9] FileIO v1.16.5
⌅ [8fc22ac5] FilePaths v0.8.3
  [48062228] FilePathsBase v0.9.24
  [1a297f60] FillArrays v1.13.0
  [6a86dc24] FiniteDiff v2.27.0
  [3325f569] FixedPoint v1.0.1
  [817d07cb] FixedPointAcceleration v1.0.1
  [53c48c17] FixedPointNumbers v0.8.5
  [08572546] FlameGraphs v1.1.0
  [1fa38f19] Format v1.3.7
  [59287772] Formatting v0.4.3
⌅ [f6369f11] ForwardDiff v0.10.38
  [b38be410] FreeType v4.1.1
  [663a7486] FreeTypeAbstraction v0.10.8
  [069b7b12] FunctionWrappers v1.1.3
  [77dc65aa] FunctionWrappersWrappers v0.1.3
  [de31a74c] FunctionalCollections v0.5.0
⌅ [d9f16b24] Functors v0.4.12
  [38e38edf] GLM v1.9.0
⌅ [0c68f7d7] GPUArrays v9.1.0
⌅ [46192b85] GPUArraysCore v0.1.5
⌅ [61eb1bfa] GPUCompiler v0.25.0
  [28b8d3ca] GR v0.73.17
  [c145ed77] GenericSchur v0.5.5
  [5c1252a2] GeometryBasics v0.5.10
  [d7ba0133] Git v1.4.0
⌃ [bc5e4493] GitHub v5.9.1
  [c27321d9] Glob v1.3.1
  [a2bd30eb] Graphics v1.1.3
  [86223c79] Graphs v1.13.0
  [3955a311] GridLayoutBase v0.11.1
  [42e2da0e] Grisu v1.0.2
  [9db2cae5] Gtk4 v0.7.9
  [8710efd8] GtkObservables v2.2.0
  [708ec375] Gumbo v0.8.3
  [c8ec2601] H5Zblosc v0.1.2
  [19dc6840] HCubature v1.7.0
  [f67ccb44] HDF5 v0.17.2
⌅ [cd3eb016] HTTP v0.9.17
  [9fb69e20] Hiccup v0.2.2
  [eafb193a] Highlights v0.5.3
  [3e5b6fbb] HostCPUFeatures v0.1.17
  [34004b35] HypergeometricFunctions v0.3.28
  [b5f81e59] IOCapture v0.2.5
  [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
  [40713840] IncompleteLU v0.2.1
  [313cdc1a] Indexing v1.1.1
  [9b13fd28] IndirectArrays v1.0.0
  [d25df0c9] Inflate v0.1.5
  [83e8ac13] IniFile v0.5.1
  [22cec73e] InitialValues v0.3.1
  [842dd82b] InlineStrings v1.4.4
  [18e54dd8] IntegerMathUtils v0.1.3
⌅ [a98d9a8b] Interpolations v0.15.1
⌅ [d1acc4aa] IntervalArithmetic v0.22.36
  [8197267c] IntervalSets v0.7.11
  [3587e190] InverseFunctions v0.1.17
  [41ab1584] InvertedIndices v1.3.1
  [92d709cd] IrrationalConstants v0.2.4
  [f1662d9f] Isoband v0.1.1
  [c8e1da08] IterTools v1.10.0
  [bd90abd5] IterativePerturbationTheory v0.1.0 `https://github.com/msmerlak/IterativePerturbationTheory.jl#master`
  [82899510] IteratorInterfaceExtensions v1.0.0
⌅ [c3a54625] JET v0.9.18
  [4138dd39] JLD v0.13.5
⌅ [033835bb] JLD2 v0.4.54
  [1019f520] JLFzf v0.1.11
  [692b3bcd] JLLWrappers v1.7.1
  [97c1335a] JSExpr v0.5.4
  [682c06a0] JSON v0.21.4
  [0f8b85d8] JSON3 v1.14.3
⌃ [10dff2fc] JSOSolvers v0.13.2
  [b835a17e] JpegTurbo v0.1.6
  [4076af6c] JuMP v1.27.0
⌅ [98e50ef6] JuliaFormatter v1.0.62
⌅ [aa1ae85d] JuliaInterpreter v0.9.46
⌅ [70703baa] JuliaSyntax v0.4.10
⌅ [faf0f6d7] JumpProblemLibrary v0.1.4
⌃ [ccbc3e58] JumpProcesses v9.10.1
⌅ [ef3ab10e] KLU v0.4.1
  [3123b30d] KWLinalg v0.1.0 `https://github.com/Algopaul/KWLinalg.jl.git#main`
⌃ [63c18a36] KernelAbstractions v0.9.18
  [5ab0869b] KernelDensity v0.6.10
  [2c470bb0] Kronecker v0.5.5
⌅ [ba0b0d4f] Krylov v0.9.10
⌃ [0b1a1467] KrylovKit v0.6.1
⌅ [929cbde3] LLVM v6.6.3
  [8b046642] LLVMLoopInfo v1.0.0
  [8ac3fa9e] LRUCache v1.6.2
  [b964fa9f] LaTeXStrings v1.4.0
⌅ [266f59ce] LaTeXTabulars v0.1.3
  [2ee39098] LabelledArrays v1.16.1
⌅ [984bce1d] LambertW v0.4.6
  [23fbe1c1] Latexify v0.16.8
  [10f19ff3] LayoutPointers v0.1.17
  [50d2b5c4] Lazy v0.15.1
⌅ [5078a376] LazyArrays v1.10.0
  [8cdb02fc] LazyModules v0.3.1
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  [1d6d02ad] LeftChildRightSiblingTrees v0.2.1
  [d3d80556] LineSearches v7.4.0
  [7a12625a] LinearMaps v3.11.4
  [599c1a8e] LinearMapsAA v0.12.0
  [5c8ed15e] LinearOperators v2.10.0
⌅ [7ed4a6bd] LinearSolve v2.22.1
  [2ab3a3ac] LogExpFunctions v0.3.29
  [bdcacae8] LoopVectorization v0.12.172
  [898213cb] LowRankApprox v0.5.5
  [e65ccdef] LowRankMatrices v1.0.2
⌃ [6f1432cf] LoweredCodeUtils v3.2.2
  [23992714] MAT v0.10.7
  [33e6dc65] MKL v0.9.0
  [0c723cd3] MKLSparse v3.0.0
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  [299715c1] MarchingCubes v0.1.11
  [b8f27783] MathOptInterface v1.42.1
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⌅ [a3b82374] MatrixFactorizations v2.2.0
  [bb5d69b7] MaybeInplace v0.1.4 `https://github.com/SciML/MaybeInplace.jl#main`
  [739be429] MbedTLS v1.1.9
  [442fdcdd] Measures v0.3.2
⌅ [85b6ec6f] MethodAnalysis v0.4.13
  [128add7d] MicroCollections v0.2.0
  [0b3b1443] MicroMamba v0.1.14
  [e1d29d7a] Missings v1.2.0
⌅ [961ee093] ModelingToolkit v8.75.0
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  [102ac46a] MultivariatePolynomials v0.5.9
  [ffc61752] Mustache v1.0.21
  [d8a4904e] MutableArithmetics v1.6.4
⌅ [a975b10e] Mux v0.7.6
  [a4795742] NLPModels v0.21.5
  [792afdf1] NLPModelsJuMP v0.13.2
  [e01155f1] NLPModelsModifiers v0.7.2
⌃ [d41bc354] NLSolversBase v7.8.3
  [2774e3e8] NLsolve v4.5.1
⌅ [5da4648a] NVTX v0.3.5
  [77ba4419] NaNMath v1.1.3
  [356022a1] NamedDims v1.2.3
  [59ddf330] NearestCorrelationMatrix v1.1.1
  [2edaba10] Nemo v0.51.0
  [f09324ee] Netpbm v1.1.1
  [b7050fa9] NonlinearProblemLibrary v0.1.3
⌅ [8913a72c] NonlinearSolve v3.1.1
  [4d1e1d77] Nullables v1.0.0
⌃ [fdc4e326] ODEProblemLibrary v0.1.7
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⌃ [5fb14364] OhMyREPL v0.5.29
  [52e1d378] OpenEXR v0.3.3
⌃ [429524aa] Optim v1.11.0
  [cec144fc] OptimTestProblems v2.0.3 `https://github.com/JuliaNLSolvers/OptimTestProblems.jl#master`
  [5049e819] OptimizationProblems v0.9.1
  [bac558e1] OrderedCollections v1.8.1
⌃ [1dea7af3] OrdinaryDiffEq v6.66.0
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  [8314cec4] PGFPlotsX v1.6.2
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  [f2990250] PlotlyKaleido v2.3.0
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  [647866c9] PolygonOps v0.1.2
  [2dfb63ee] PooledArrays v1.4.3
  [85a6dd25] PositiveFactorizations v0.2.4
⌃ [d236fae5] PreallocationTools v0.4.24
⌅ [aea7be01] PrecompileTools v1.2.1
  [21216c6a] Preferences v1.4.3
  [08abe8d2] PrettyTables v2.4.0
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  [3349acd9] ProtoBuf v1.1.1
  [43287f4e] PtrArrays v1.3.0
  [438e738f] PyCall v1.96.4
  [d330b81b] PyPlot v2.11.6
  [6099a3de] PythonCall v0.9.26
  [274fc56d] PythonPlot v1.0.6
  [4b34888f] QOI v1.0.1
  [29d2ae51] QRupdate v1.0.1
  [1fd47b50] QuadGK v2.11.2
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  [6f49c342] RCall v0.14.9
  [74087812] Random123 v1.7.1
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  [01d81517] RecipesPipeline v0.6.12
⌃ [731186ca] RecursiveArrayTools v3.13.0
  [f2c3362d] RecursiveFactorization v0.2.23
  [189a3867] Reexport v1.2.2
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  [ae029012] Requires v1.3.1
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⌃ [295af30f] Revise v3.7.5
  [79098fc4] Rmath v0.8.0
  [5eaf0fd0] RoundingEmulator v0.2.1
  [d5f540fe] RoundingIntegers v1.1.0
  [7e49a35a] RuntimeGeneratedFunctions v0.5.15
⌃ [c72e72a9] SDEProblemLibrary v0.1.6
  [084e46ad] SIAMFANLEquations v1.0.2
  [fdea26ae] SIMD v3.7.1
  [94e857df] SIMDTypes v0.1.0
  [476501e8] SLEEFPirates v0.6.43
  [322a6be2] Sass v0.2.0
  [65e68595] SchumakerSpline v1.4.5
⌅ [0bca4576] SciMLBase v2.23.1
⌅ [c0aeaf25] SciMLOperators v0.3.12
  [6c6a2e73] Scratch v1.3.0
  [91c51154] SentinelArrays v1.4.8
  [efcf1570] Setfield v1.1.2
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  [1277b4bf] ShiftedArrays v2.0.0
  [992d4aef] Showoff v1.0.3
  [73760f76] SignedDistanceFields v0.4.0
⌅ [727e6d20] SimpleNonlinearSolve v1.5.0
  [699a6c99] SimpleTraits v0.9.4
  [ce78b400] SimpleUnPack v1.1.0
  [bcd08a7b] Singular v0.25.7
  [45858cf5] Sixel v0.1.5
  [ed01d8cd] Sobol v1.5.0
  [2133526b] SodiumSeal v0.1.1
  [581a75fa] SolverBenchmark v0.6.2
  [ff4d7338] SolverCore v0.3.8
  [d076d87d] SolverParameters v0.1.2
  [b5612192] SolverTools v0.9.0
  [a2af1166] SortingAlgorithms v1.2.1
⌃ [9f842d2f] SparseConnectivityTracer v0.1.0
⌃ [47a9eef4] SparseDiffTools v2.18.0
  [e56a9233] Sparspak v0.3.12
  [276daf66] SpecialFunctions v2.5.1
  [f1835b91] SpeedMapping v0.3.0
  [171d559e] SplittablesBase v0.1.15
  [860ef19b] StableRNGs v1.0.3
  [cae243ae] StackViews v0.1.2
⌅ [aedffcd0] Static v0.8.10
  [0d7ed370] StaticArrayInterface v1.8.0
  [90137ffa] StaticArrays v1.9.14
  [1e83bf80] StaticArraysCore v1.4.3
  [82ae8749] StatsAPI v1.7.1
  [2913bbd2] StatsBase v0.34.5
  [4c63d2b9] StatsFuns v1.5.0
  [3eaba693] StatsModels v0.7.4
  [7792a7ef] StrideArraysCore v0.5.7
⌅ [5e0ebb24] Strided v1.2.3
  [892a3eda] StringManipulation v0.4.1
⌃ [09ab397b] StructArrays v0.6.18
  [856f2bd8] StructTypes v1.11.0
  [f489334b] StyledStrings v1.0.3
⌃ [2efcf032] SymbolicIndexingInterface v0.3.11
⌅ [d1185830] SymbolicUtils v1.7.1
⌅ [0c5d862f] Symbolics v5.25.2
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.12.1
  [02d47bb6] TensorCast v0.4.9
  [62fd8b95] TensorCore v0.1.1
  [04ed911b] TensorDecompositions v1.2.4
⌅ [6aa20fa7] TensorOperations v1.3.1
  [9c690861] TensorToolbox v1.0.1
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  [28d57a85] Transducers v0.4.84
⌃ [24ddb15e] TransmuteDims v0.1.15
  [d5829a12] TriangularSolve v0.2.1
  [410a4b4d] Tricks v0.1.11
  [981d1d27] TriplotBase v0.1.0
  [781d530d] TruncatedStacktraces v1.4.0
  [bc48ee85] Tullio v0.3.8
  [9d95972d] TupleTools v1.6.0
  [30578b45] URIParser v0.4.1
  [5c2747f8] URIs v1.6.1
  [3a884ed6] UnPack v1.0.2
  [1cfade01] UnicodeFun v0.4.1
  [b8865327] UnicodePlots v3.8.1
  [1986cc42] Unitful v1.24.0
  [45397f5d] UnitfulLatexify v1.7.0
  [a7c27f48] Unityper v0.1.6
⌅ [013be700] UnsafeAtomics v0.2.1
⌅ [d80eeb9a] UnsafeAtomicsLLVM v0.1.5
  [e17b2a0c] UnsafePointers v1.0.0
  [41fe7b60] Unzip v0.2.0
  [3d5dd08c] VectorizationBase v0.21.71
  [81def892] VersionParsing v1.3.0
  [19fa3120] VertexSafeGraphs v0.2.0
  [ea10d353] WeakRefStrings v1.4.2
  [0f1e0344] WebIO v0.8.21
  [e3aaa7dc] WebP v0.1.3
⌃ [104b5d7c] WebSockets v1.5.9
  [cc8bc4a8] Widgets v0.6.7
  [1b915085] WinReg v1.0.0
  [efce3f68] WoodburyMatrices v1.0.0
  [76eceee3] WorkerUtilities v1.6.1
  [1fd64df0] Xsum v1.3.0
⌅ [68821587] Arpack_jll v3.5.1+1
  [0b7ba130] Blosc_jll v1.21.7+0
  [6e34b625] Bzip2_jll v1.0.9+0
  [4e9b3aee] CRlibm_jll v1.0.1+0
⌅ [4ee394cb] CUDA_Driver_jll v0.7.0+1
⌅ [76a88914] CUDA_Runtime_jll v0.10.1+0
  [bb5f6f25] CUTEst_jll v2.5.3+0
  [83423d85] Cairo_jll v1.18.5+0
⌅ [f218ff0c] ColPack_jll v0.3.0+0
  [ee1fde0b] Dbus_jll v1.16.2+0
  [5ae413db] EarCut_jll v2.2.4+0
  [2702e6a9] EpollShim_jll v0.0.20230411+1
  [2e619515] Expat_jll v2.6.5+0
⌅ [b22a6f82] FFMPEG_jll v6.1.3+0
  [f5851436] FFTW_jll v3.3.11+0
  [e134572f] FLINT_jll v301.300.101+0
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  [d7e528f0] FreeType2_jll v2.13.4+0
  [559328eb] FriBidi_jll v1.0.17+0
  [0656b61e] GLFW_jll v3.4.0+2
  [e8aa6df9] GLPK_jll v5.0.1+1
  [d2c73de3] GR_jll v0.73.17+0
  [6ebb71f1] GTK4_jll v4.18.6+0
  [b0724c58] GettextRuntime_jll v0.22.4+0
  [59f7168a] Giflib_jll v5.2.3+0
  [f8c6e375] Git_jll v2.50.1+0
  [7746bdde] Glib_jll v2.84.3+0
  [75302f13] Graphene_jll v1.10.8+0
  [3b182d85] Graphite2_jll v1.3.15+0
  [3c863552] Graphviz_jll v2.50.0+1
  [528830af] Gumbo_jll v0.10.2+0
  [0234f1f7] HDF5_jll v1.14.6+0
  [2e76f6c2] HarfBuzz_jll v8.5.1+0
  [e33a78d0] Hwloc_jll v2.12.1+0
  [905a6f67] Imath_jll v3.1.11+0
  [1d5cc7b8] IntelOpenMP_jll v2025.2.0+0
  [aacddb02] JpegTurbo_jll v3.1.1+0
  [9c1d0b0a] JuliaNVTXCallbacks_jll v0.2.1+0
  [f7e6163d] Kaleido_jll v0.2.1+0
  [c1c5ebd0] LAME_jll v3.100.3+0
  [88015f11] LERC_jll v4.0.1+0
⌅ [dad2f222] LLVMExtra_jll v0.0.29+0
  [1d63c593] LLVMOpenMP_jll v18.1.8+0
  [dd4b983a] LZO_jll v2.10.3+0
  [42c93a91] Libepoxy_jll v1.5.11+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 v2.41.0+0
  [925c91fb] Librsvg_jll v2.54.7+0
  [89763e89] Libtiff_jll v4.7.1+0
  [38a345b3] Libuuid_jll v2.41.0+0
  [5ced341a] Lz4_jll v1.10.1+0
  [856f044c] MKL_jll v2025.2.0+0
  [7cb0a576] MPICH_jll v4.3.1+0
  [f1f71cc9] MPItrampoline_jll v5.5.4+0
  [9237b28f] MicrosoftMPI_jll v10.1.4+3
  [e98f9f5b] NVTX_jll v3.2.1+0
  [e7412a2a] Ogg_jll v1.3.6+0
⌅ [656ef2d0] OpenBLAS32_jll v0.3.24+0
  [6cdc7f73] OpenBLASConsistentFPCSR_jll v0.3.29+0
  [18a262bb] OpenEXR_jll v3.2.4+0
  [fe0851c0] OpenMPI_jll v5.0.8+0
⌅ [9bd350c2] OpenSSH_jll v9.9.2+0
  [458c3c95] OpenSSL_jll v3.5.1+0
  [efe28fd5] OpenSpecFun_jll v0.5.6+0
  [91d4177d] Opus_jll v1.5.2+0
  [36c8627f] Pango_jll v1.56.3+0
⌅ [30392449] Pixman_jll v0.44.2+0
  [c0090381] Qt6Base_jll v6.8.2+1
  [629bc702] Qt6Declarative_jll v6.8.2+1
  [ce943373] Qt6ShaderTools_jll v6.8.2+1
  [e99dba38] Qt6Wayland_jll v6.8.2+1
  [f50d1b31] Rmath_jll v0.5.1+0
  [54dcf436] SIFDecode_jll v2.6.3+0
  [43d676ae] Singular_jll v404.100.109+0
  [a44049a8] Vulkan_Loader_jll v1.3.243+0
  [a2964d1f] Wayland_jll v1.24.0+0
  [2381bf8a] Wayland_protocols_jll v1.44.0+0
⌅ [02c8fc9c] XML2_jll v2.13.6+1
  [ffd25f8a] XZ_jll v5.8.1+0
  [f67eecfb] Xorg_libICE_jll v1.1.2+0
  [c834827a] Xorg_libSM_jll v1.2.6+0
  [4f6342f7] Xorg_libX11_jll v1.8.12+0
  [0c0b7dd1] Xorg_libXau_jll v1.0.13+0
  [935fb764] Xorg_libXcursor_jll v1.2.4+0
  [0aeada51] Xorg_libXdamage_jll v1.1.6+0
  [a3789734] Xorg_libXdmcp_jll v1.1.6+0
  [1082639a] Xorg_libXext_jll v1.3.7+0
  [d091e8ba] Xorg_libXfixes_jll v6.0.1+0
  [a51aa0fd] Xorg_libXi_jll v1.8.3+0
  [d1454406] Xorg_libXinerama_jll v1.1.6+0
  [ec84b674] Xorg_libXrandr_jll v1.5.5+0
  [ea2f1a96] Xorg_libXrender_jll v0.9.12+0
  [c7cfdc94] Xorg_libxcb_jll v1.17.1+0
  [cc61e674] Xorg_libxkbfile_jll v1.1.3+0
  [e920d4aa] Xorg_xcb_util_cursor_jll v0.1.5+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
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⌅ [f8abcde7] micromamba_jll v1.5.12+0
  [009596ad] mtdev_jll v1.1.7+0
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  [8bf52ea8] CRC32c
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  [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
  [9abbd945] Profile
  [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
  [781609d7] GMP_jll v6.2.1+6
  [deac9b47] LibCURL_jll v8.4.0+0
  [e37daf67] LibGit2_jll v1.6.4+0
  [29816b5a] LibSSH2_jll v1.11.0+1
  [3a97d323] MPFR_jll v4.2.0+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 v5.8.0+1
  [8e850ede] nghttp2_jll v1.52.0+1
  [3f19e933] p7zip_jll v17.4.0+2
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()
julia> versioninfo()
Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 32 × 13th Gen Intel(R) Core(TM) i9-13900HX
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, goldmont)
Threads: 1 default, 0 interactive, 1 GC (on 32 virtual cores)

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