adds vector syntax for ArrayPartitions and VectorOfArrays

[rokke-git]

Checklist

• Appropriate tests were added
• Any code changes were done in a way that does not break public API
• All documentation related to code changes were updated
• The new code follows the
  contributor guidelines, in particular the SciML Style Guide and
  COLPRAC.
• [?] Any new documentation only uses public API

Additional context

tested everything in ./test locally; the CUDA one failed on using CUDA, and the utils_test had some failing tests which aren't affected by this pr.

I added a second commit showing all the things for ./test, if you don't want to use it there you can just cherrypick the first commit

fixes #544

[rokke-git]

fixed typo; and I don't think it actually needed AbstractVecOrMat when it already has AbstractArray.

the typo I fixed shouldn't effect the test cases though, not sure why it was saying it was undefined in your CI? is there somewhere other than ./src/RecursiveArrayTools.jl that it has to be exported from to be used in test cases?

do we need to export Base.getindex since I've added methods to it? it looks like Base.show also has methods added to it but didn't have to be exported

edit: actually, some more thorough testing showed that the vcat had some unintuitive behavior and it also didn't always consistently use my definition (ie, some definitions from base are more specific and take priority), and the typed_vcat version isn't as nice anyways; so I took it out altogether

[ChrisRackauckas]

Docs and ocstrings?

[rokke-git]

the only docs I saw was the readme, so I added an example there. the docs folder is kinda empty so I didn't know where you'd even want it there

I hadn't thought about docstrings, can add some real quick

[rokke-git]

I tried adding a recursive example of the ArrayPartitions, but couldn't figure out what I was doing wrong. any idea why

func(u, p, t) = AP[u.x[1], AP[u.x[2].x[1], u.x[2].x[2]]]
ODEProblem(func, AP[ [1.,2.,3.], AP[[1. 2.;3. 4.], [4. 3.;2. 1.]] ], (0, 1)) |> solve

wouldn't work? it's equivalent to the more verbose

function func(u, p, t)
    return ArrayPartition(
        u.x[1],
        ArrayPartition(
            u.x[2].x[1],
            u.x[2].x[2],
        ),
    )
end
ODEProblem(
    func,
    ArrayPartition(
        [1., 2., 3.],
        ArrayPartition(
            [1. 2.;3. 4.],
            [4. 3.;2. 1.],
        ),
    ),
    (0, 1),
) |> solve

[ChrisRackauckas]

I have no idea why that wouldn't work. It would take some digging.

[rokke-git]

should I make an issue for it here or at like OrdinaryDiffEq or maybe DifferentialEquations?

[ChrisRackauckas]

Is it only an issue in the solve?

[rokke-git]

it looks like what's happening is that at some point it's calling func like

func(u::ArrayPartition{Float64, Tuple{Vector{Float64}, Vector{Float64}}}, p::SciMLBase.NullParameters, t::Float64)

instead of like

func(u::ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, p::SciMLBase.NullParameters, t::Float64)

here's the full stack trace on my machine:

julia> show(err)
1-element ExceptionStack:
FieldError: type Array has no field `x`, available fields: `ref`, `size`
Stacktrace:
  [1] getproperty
    @ ./Base_compiler.jl:54 [inlined]
  [2] func(u::ArrayPartition{Float64, Tuple{Vector{Float64}, Vector{Float64}}}, p::SciMLBase.NullParameters, t::Float64)
    @ Main ./REPL[81]:2
  [3] (::ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing})(u::ArrayPartition{Float64, Tuple{Vector{Float64}, Vector{Float64}}}, p::SciMLBase.NullParameters, t::Float64)
    @ SciMLBase ~/.julia/packages/SciMLBase/c9FfR/src/scimlfunctions.jl:2651
  [4] ode_determine_initdt(u0::ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, t::Float64, tdir::Float64, dtmax::Float64, abstol::Float64, reltol::Float64, internalnorm::typeof(DiffEqBase.ODE_DEFAULT_NORM), prob::ODEProblem{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Tuple{Float64, Float64}, false, SciMLBase.NullParameters, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, integrator::OrdinaryDiffEqCore.ODEIntegrator{CompositeAlgorithm{0, Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, OrdinaryDiffEqCore.AutoSwitchCache{Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}}, Tuple{Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, Rational{Int64}, Int64}}, false, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Nothing, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, Float64, Vector{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}}, ODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}}, Nothing, Nothing, Vector{Float64}, Vector{Vector{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}}}, Nothing, ODEProblem{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Tuple{Float64, Float64}, false, SciMLBase.NullParameters, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, CompositeAlgorithm{0, Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, OrdinaryDiffEqCore.AutoSwitchCache{Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}}, Tuple{Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, Rational{Int64}, Int64}}, OrdinaryDiffEqCore.InterpolationData{ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Vector{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}}, Vector{Float64}, Vector{Vector{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}}}, Vector{Int64}, OrdinaryDiffEqCore.DefaultCache{OrdinaryDiffEqTsit5.Tsit5ConstantCache, OrdinaryDiffEqVerner.Vern7ConstantCache, OrdinaryDiffEqRosenbrock.Rosenbrock23ConstantCache{Float64, SciMLBase.TimeDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, SciMLBase.NullParameters}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Nothing, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}}, OrdinaryDiffEqRosenbrock.RosenbrockCombinedConstantCache{SciMLBase.TimeDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, SciMLBase.NullParameters}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}, OrdinaryDiffEqRosenbrock.RodasTableau{Float64, Float64}, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Nothing, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}}, OrdinaryDiffEqBDF. FBDFConstantCache{5, OrdinaryDiffEqNonlinearSolve.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, false, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Float64, Nothing, Float64, OrdinaryDiffEqNonlinearSolve.NLNewtonConstantCache{Float64, Float64, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}}, Float64}, Vector{Float64}, Float64, Matrix{Float64}, Matrix{Float64}, SMatrix{5, 6, Rational{Int64}, 30}, Float64, Vector{Float64}, Vector{Float64}}, OrdinaryDiffEqBDF.FBDFConstantCache{5, OrdinaryDiffEqNonlinearSolve.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, false, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Float64, Nothing, Float64, OrdinaryDiffEqNonlinearSolve.NLNewtonConstantCache{Float64, Float64, Matrix{Float64}, OrdinaryDiffEqDifferentiation.WOperator{false, Float64, LinearAlgebra.UniformScaling{Bool}, Float64, Matrix{Float64}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Matrix{Float64}, OrdinaryDiffEqDifferentiation.JVPCache{Float64}}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}}, Float64}, Vector{Float64}, Float64, Matrix{Float64}, Matrix{Float64}, SMatrix{5, 6, Rational{Int64}, 30}, Float64, Vector{Float64}, Vector{Float64}}, Tuple{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, DataType, DataType, DataType, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, Float64, Float64, SciMLBase.NullParameters, Bool, Val{false}, OrdinaryDiffEqCore.DEVerbosity{SciMLLogging.Minimal, SciMLLogging.Minimal, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent}}, OrdinaryDiffEqCore.AutoSwitchCache{Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}}, Tuple{Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, Rational{Int64}, Int64}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}}, Nothing}, SciMLBase.DEStats, Vector{Int64}, Nothing, Nothing, Nothing}, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, OrdinaryDiffEqCore.DefaultCache{OrdinaryDiffEqTsit5.Tsit5ConstantCache, OrdinaryDiffEqVerner.Vern7ConstantCache, OrdinaryDiffEqRosenbrock.Rosenbrock23ConstantCache{Float64, SciMLBase.TimeDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, SciMLBase.NullParameters}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Nothing, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}}, OrdinaryDiffEqRosenbrock.RosenbrockCombinedConstantCache{SciMLBase.TimeDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, SciMLBase.NullParameters}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}, OrdinaryDiffEqRosenbrock.RodasTableau{Float64, Float64}, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Nothing, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}}, OrdinaryDiffEqBDF.FBDFConstantCache{5, OrdinaryDiffEqNonlinearSolve.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, false, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Float64, Nothing, Float64, OrdinaryDiffEqNonlinearSolve.NLNewtonConstantCache{Float64, Float64, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}}, Float64}, Vector{Float64}, Float64, Matrix{Float64}, Matrix{Float64}, SMatrix{5, 6, Rational{Int64}, 30}, Float64, Vector{Float64}, Vector{Float64}}, OrdinaryDiffEqBDF.FBDFConstantCache{5, OrdinaryDiffEqNonlinearSolve.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, false, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Float64, Nothing, Float64, OrdinaryDiffEqNonlinearSolve.NLNewtonConstantCache{Float64, Float64, Matrix{Float64}, OrdinaryDiffEqDifferentiation.WOperator{false, Float64, LinearAlgebra.UniformScaling{Bool}, Float64, Matrix{Float64}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Matrix{Float64}, OrdinaryDiffEqDifferentiation.JVPCache{Float64}}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}}, Float64}, Vector{Float64}, Float64, Matrix{Float64}, Matrix{Float64}, SMatrix{5, 6, Rational{Int64}, 30}, Float64, Vector{Float64}, Vector{Float64}}, Tuple{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, DataType, DataType, DataType, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, Float64, Float64, SciMLBase.NullParameters, Bool, Val{false}, OrdinaryDiffEqCore.DEVerbosity{SciMLLogging.Minimal, SciMLLogging.Minimal, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent}}, OrdinaryDiffEqCore.AutoSwitchCache{Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}}, Tuple{Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, Rational{Int64}, Int64}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}}, OrdinaryDiffEqCore.DEOptions{Float64, Float64, Float64, Float64, PIController{Rational{Int64}}, typeof(DiffEqBase.ODE_DEFAULT_NORM), typeof(LinearAlgebra.opnorm), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Tuple{}, Tuple{}, Tuple{}, OrdinaryDiffEqCore.DEVerbosity{SciMLLogging.Minimal, SciMLLogging.Minimal, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent}}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Float64, Nothing, DiffEqBase.DefaultInit, Nothing})
    @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/woaRt/src/initdt.jl:268
  [5] handle_dt!(integrator::OrdinaryDiffEqCore.ODEIntegrator{CompositeAlgorithm{0, Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, OrdinaryDiffEqCore.AutoSwitchCache{Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}}, Tuple{Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, 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Float64, SciMLBase.NullParameters}, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Nothing, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}}, OrdinaryDiffEqRosenbrock.RosenbrockCombinedConstantCache{SciMLBase.TimeDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, SciMLBase.NullParameters}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}, OrdinaryDiffEqRosenbrock.RodasTableau{Float64, Float64}, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Nothing, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}}, OrdinaryDiffEqBDF.FBDFConstantCache{5, OrdinaryDiffEqNonlinearSolve.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, false, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Float64, Nothing, Float64, OrdinaryDiffEqNonlinearSolve.NLNewtonConstantCache{Float64, Float64, Matrix{Float64}, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}}, Float64}, Vector{Float64}, Float64, Matrix{Float64}, Matrix{Float64}, SMatrix{5, 6, Rational{Int64}, 30}, Float64, Vector{Float64}, Vector{Float64}}, OrdinaryDiffEqBDF.FBDFConstantCache{5, OrdinaryDiffEqNonlinearSolve.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, false, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Float64, Nothing, Float64, OrdinaryDiffEqNonlinearSolve.NLNewtonConstantCache{Float64, Float64, Matrix{Float64}, OrdinaryDiffEqDifferentiation.WOperator{false, Float64, LinearAlgebra.UniformScaling{Bool}, Float64, Matrix{Float64}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Matrix{Float64}, OrdinaryDiffEqDifferentiation.JVPCache{Float64}}, SciMLBase.UDerivativeWrapper{false, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, SciMLBase.NullParameters}}, Float64}, Vector{Float64}, Float64, Matrix{Float64}, Matrix{Float64}, SMatrix{5, 6, Rational{Int64}, 30}, Float64, Vector{Float64}, Vector{Float64}}, Tuple{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, DataType, DataType, DataType, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Float64, Float64, Float64, SciMLBase.NullParameters, Bool, Val{false}, OrdinaryDiffEqCore.DEVerbosity{SciMLLogging.Minimal, SciMLLogging.Minimal, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent}}, OrdinaryDiffEqCore.AutoSwitchCache{Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}}, Tuple{Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, Rational{Int64}, Int64}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}}, OrdinaryDiffEqCore.DEOptions{Float64, Float64, Float64, Float64, PIController{Rational{Int64}}, typeof(DiffEqBase.ODE_DEFAULT_NORM), typeof(LinearAlgebra.opnorm), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Tuple{}, Tuple{}, Tuple{}, OrdinaryDiffEqCore.DEVerbosity{SciMLLogging.Minimal, SciMLLogging.Minimal, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.WarnLevel, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent, SciMLLogging.Silent}}, ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Float64, Nothing, DiffEqBase.DefaultInit, Nothing})
    @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/woaRt/src/solve.jl:709
  [6] __init(prob::ODEProblem{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Tuple{Float64, Float64}, false, SciMLBase.NullParameters, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, alg::CompositeAlgorithm{0, Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, AutoSwitch{Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}}, Tuple{Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, Rational{Int64}, Int64}}, timeseries_init::Tuple{}, ts_init::Tuple{}, ks_init::Tuple{}; saveat::Tuple{}, tstops::Tuple{}, d_discontinuities::Tuple{}, save_idxs::Nothing, save_everystep::Bool, save_on::Bool, save_discretes::Bool, save_start::Bool, save_end::Nothing, callback::Nothing, dense::Bool, calck::Bool, dt::Float64, dtmin::Float64, dtmax::Float64, force_dtmin::Bool, adaptive::Bool, gamma::Rational{Int64}, abstol::Nothing, reltol::Nothing, qmin::Rational{Int64}, qmax::Int64, qsteady_min::Int64, qsteady_max::Int64, beta1::Nothing, beta2::Nothing, qoldinit::Rational{Int64}, controller::Nothing, fullnormalize::Bool, failfactor::Int64, maxiters::Int64, internalnorm::typeof(DiffEqBase.ODE_DEFAULT_NORM), internalopnorm::typeof(LinearAlgebra.opnorm), isoutofdomain::typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), unstable_check::typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), verbose::SciMLLogging.Standard, timeseries_errors::Bool, dense_errors::Bool, advance_to_tstop::Bool, stop_at_next_tstop::Bool, initialize_save::Bool, progress::Bool, progress_steps::Int64, progress_name::String, progress_message::typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), progress_id::Symbol, userdata::Nothing, allow_extrapolation::Bool, initialize_integrator::Bool, alias::ODEAliasSpecifier, initializealg::DiffEqBase.DefaultInit, kwargs::@Kwargs{wrap::Val{false}, default_set::Bool, second_time::Bool})
    @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/woaRt/src/solve.jl:671
  [7] __init (repeats 2 times)
    @ ~/.julia/packages/OrdinaryDiffEqCore/woaRt/src/solve.jl:14 [inlined]
  [8] __solve(::ODEProblem{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Tuple{Float64, Float64}, false, SciMLBase.NullParameters, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, ::CompositeAlgorithm{0, Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, AutoSwitch{Tuple{Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Vern7{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}}, Tuple{Rosenbrock23{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, Rodas5P{0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, Nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}, FBDF{5, 0, ADTypes.AutoFiniteDiff{Val{:forward}, Val{:forward}, Val{:hcentral}, Nothing, Nothing, Int64}, LinearSolve.KrylovJL{typeof(Krylov.gmres!), Int64, Nothing, Tuple{}, @Kwargs{}}, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing}, typeof(OrdinaryDiffEqCore.DEFAULT_PRECS), Val{:forward}(), true, nothing, Nothing, Nothing, typeof(OrdinaryDiffEqCore.trivial_limiter!)}}, Rational{Int64}, Int64}}; kwargs::@Kwargs{wrap::Val{false}, default_set::Bool, second_time::Bool})
    @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/woaRt/src/solve.jl:9
  [9] __solve
    @ ~/.julia/packages/OrdinaryDiffEqCore/woaRt/src/solve.jl:1 [inlined]
 [10] #__solve#3
    @ ~/.julia/packages/OrdinaryDiffEqDefault/UBKOj/src/default_alg.jl:57 [inlined]
 [11] __solve
    @ ~/.julia/packages/OrdinaryDiffEqDefault/UBKOj/src/default_alg.jl:56 [inlined]
 [12] #__solve#39
    @ ~/.julia/packages/DiffEqBase/wx0FA/src/solve.jl:829 [inlined]
 [13] __solve
    @ ~/.julia/packages/DiffEqBase/wx0FA/src/solve.jl:817 [inlined]
 [14] #solve_call#22
    @ ~/.julia/packages/DiffEqBase/wx0FA/src/solve.jl:172 [inlined]
 [15] solve_call(::ODEProblem{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Tuple{Float64, Float64}, false, SciMLBase.NullParameters, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem})
    @ DiffEqBase ~/.julia/packages/DiffEqBase/wx0FA/src/solve.jl:137
 [16] solve_up(::ODEProblem{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Tuple{Int64, Int64}, false, SciMLBase.NullParameters, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, ::Nothing, ::ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, ::SciMLBase.NullParameters; originator::SciMLBase.ChainRulesOriginator, kwargs::@Kwargs{})
    @ DiffEqBase ~/.julia/packages/DiffEqBase/wx0FA/src/solve.jl:614
 [17] solve(::ODEProblem{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Tuple{Int64, Int64}, false, SciMLBase.NullParameters, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, 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::Nothing, p::Nothing, wrap::Val{true}, kwargs::@Kwargs{})
    @ DiffEqBase ~/.julia/packages/DiffEqBase/wx0FA/src/solve.jl:575
 [18] solve
    @ ~/.julia/packages/DiffEqBase/wx0FA/src/solve.jl:575 [inlined]
 [19] |>(x::ODEProblem{ArrayPartition{Float64, Tuple{Vector{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, Tuple{Int64, Int64}, false, SciMLBase.NullParameters, ODEFunction{false, SciMLBase.AutoSpecialize, typeof(func), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, @Kwargs{}, SciMLBase.StandardODEProblem}, f::typeof(solve))
    @ Base ./operators.jl:972
 [20] top-level scope
    @ REPL[89]:1

[ChrisRackauckas]

Make the issue in OrdinaryDiffEq.jl