# Use of Interpolations with ModelingToolkit

**URL:** <https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382>\
**Category:** New to Julia\
**Tags:** modelingtoolkit\
**Created:** [October 16, 2024, 1:09pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382 "2024-10-16T13:09:04Z")\
**Posts on this page:** 15\
**Page:** 1

<div class="post-metadata">

**Author:** ![Ricardo\_Borges](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/ricardo_borges/32/19918_2.png) [@Ricardo\_Borges](https://discourse.julialang.org/u/Ricardo_Borges)\
**Post date:** [October 16, 2024, 1:09pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/1 "2024-10-16T13:09:04Z")

</div>

Hi,

I’m using ModelingToolkit to model a battery cell using the Equivalent Circuit Model (ECM) approach. For that, I will be using 2-D lookup tables for the values of Vocv, resistnaces and time constants/capacitances, where the breakpoints are SoC and Temperature.

As I want to identify the model parameters, I want to set the lookup table data as parameters.

I’m now struggling with the interpolation function. I cannot make the Interpolations.LinearInterpolation from Interpolations.jl work. Below is a toy problem that presents the issue:

```julia
using ModelingToolkit, Interpolations, DifferentialEquations
using ModelingToolkit: t_nounits as t, D_nounits as D
using Plots;
plotlyjs();

function lut_1d(X1, Data, bp1)
    interpolator = Interpolations.LinearInterpolation((bp1), Data, extrapolation_bc=Flat())
    return interpolator(X1)
end
@register_symbolic lut_1d(X1,Data,bp1)

@parameters table_data[1:3] = [1.0, 2.0, 3.0]
@variables soc(t) R(t) i(t) V(t)
@constants table_bkp = [0.0, 0.5, 1.0]

eqs_interp = [ D(soc) ~ -i/3600/1
                R ~ lut_1d(t, table_data, table_bkp)
                V ~ R * i
                V ~ 1
]

@named sys_interp = ODESystem(eqs_interp, t)
sys_interp = structural_simplify(sys_interp)

```

With that, I get the error:

```julia
MethodError: no method matching LinearInterpolation(::Num, ::Symbolics.Arr{Num, 1}; extrapolation_bc::Flat{Nothing})

```

Any suggestions on how to make this work?

---

<div class="post-metadata">

**Author:** ![baggepinnen](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/baggepinnen/32/693_2.png) [@baggepinnen](https://discourse.julialang.org/u/baggepinnen)\
**Post date:** [October 16, 2024, 1:20pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/2 "2024-10-16T13:20:48Z")

</div>

Hello and welcome to the community 👋

Try [GitHub - SciML/DataInterpolations.jl: A library of data interpolation and smoothing functions](https://github.com/SciML/DataInterpolations.jl) instead, they are made to work with MTK.

If you don’t have to make the data parameters, I would avoid it and keep the data as normal numeric arrays.

See an example of using interpolations here

> **[Getting Started with ModelingToolkit.jl · ModelingToolkit.jl](https://docs.sciml.ai/ModelingToolkit/dev/tutorials/ode_modeling/#Specifying-a-time-variable-forcing-function)**
>
> Documentation for ModelingToolkit.jl.

---

<div class="post-metadata">

**Author:** ![Ricardo\_Borges](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/ricardo_borges/32/19918_2.png) [@Ricardo\_Borges](https://discourse.julialang.org/u/Ricardo_Borges)\
**Post date:** [October 16, 2024, 4:36pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/3 "2024-10-16T16:36:45Z")

</div>

Many thanks for the quick reply!

I have updated the script the the below, but it seems I’m missing something, probably related to the registration of the lut1 function.

```julia
using ModelingToolkit, DataInterpolations, DifferentialEquations
using ModelingToolkit: t_nounits as t, D_nounits as D
using Plots;
plotlyjs();

function lut1(x, data, bp_x)
    interpolator = DataInterpolations.LinearInterpolation(data, bp_x)
    if x > bp_x[end]
        return data[end]
    elseif x < bp_x[1]
        return data[1]
    else
        return interpolator(x)
    end
end

@register_symbolic lut_1d(x::Num, data::Symbolics.Arr{Num, 1}, bp_x::Num)

@parameters table_data[1:3] = [1.0, 2.0, 3.0]
@variables soc(t) R(t) i(t) V(t)
@constants table_bkp = [0.0, 0.5, 1.0]

eqs_interp = [ D(soc) ~ -i/3600/1
                R ~ lut_1d(t, table_data, table_bkp)
                V ~ R * i
                V ~ 1
]

@named sys_interp = ODESystem(eqs_interp, t)
sys_interp = structural_simplify(sys_interp)

u0 = [soc => 0.5
      i => 0.0]
prob_interp = ODEProblem(sys_interp, u0, (0.0, 10.0))
sol_interp = solve(prob_interp)
plot(sol_interp)

```

With that code above, I get this error:

```julia
MethodError: no method matching lut_1d(::Float64, ::SubArray{Float64, 1, Vector{Float64}, Tuple{UnitRange{Int64}}, true}, ::Vector{Float64})

```

---

<div class="post-metadata">

**Author:** ![cryptic.ax](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/cryptic.ax/32/220540_2.png) [@cryptic.ax](https://discourse.julialang.org/u/cryptic.ax)\
**Post date:** [October 24, 2024, 2:59pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/4 "2024-10-24T14:59:00Z")

</div>

There is now a tutorial to help you and anyone else trying similar things. Check out [Callable parameters and interpolating data · ModelingToolkit.jl](https://docs.sciml.ai/ModelingToolkit/dev/tutorials/callable_params/). If you still have questions, please ask and I can update the documentation to make it clearer.

---

<div class="post-metadata">

**Author:** ![Ricardo\_Borges](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/ricardo_borges/32/19918_2.png) [@Ricardo\_Borges](https://discourse.julialang.org/u/Ricardo_Borges)\
**Post date:** [October 30, 2024, 8:47pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/5 "2024-10-30T20:47:29Z")

</div>

Hi! Many thaks for the pointer! The exmaple worked, but only when I use it outside @mtkmodel / @mtkbuild models.

I found this example, which uses MTK Standard Library, which has a Interpolation block:

> <https://github.com/SciML/ModelingToolkitStandardLibrary.jl/blob/bca6e280efcfad0ea6187a0b2e4a861d8ff10ed0/docs/src/tutorials/input_component.md?plain=1>

but the example does not use it uses @mtkmodel / @mtkbuild .

When I try the following:

```julia
@mtkmodel model_with_lut begin

    @parameters begin
        table_data = [1.0, 2.0, 3.0]
        table_bkp = [0.0, 0.5, 1.0]
    end

    @components begin
        src = Interpolation(LinearInterpolation, table_data, table_bkp)
        clk = ContinuousClock()
        model = MassSpringDamper()
    end
    @equations begin
        connect(src.input, clk.output)
        connect(src.output, model.input)
    end
end;

@mtkbuild model_with_lut_model = model_with_lut()

```

I get

```julia
MethodError: no method matching Interpolation(; name::Symbol, LinearInterpolation::UnionAll, table_data::Num, table_bkp::Num)
The function `Interpolation` exists, but no method is defined for this combination of argument types.

Closest candidates are:
  Interpolation(::Any; name) got unsupported keyword arguments "LinearInterpolation", "table_data", "table_bkp"
   @ ModelingToolkitStandardLibrary ~/.julia/packages/ModelingToolkitStandardLibrary/RaBbh/src/Blocks/sources.jl:765
  Interpolation(::Any, ::Any, ::Any, ::Any...; name) got unsupported keyword arguments "LinearInterpolation", "table_data", "table_bkp"
   @ ModelingToolkitStandardLibrary ~/.julia/packages/ModelingToolkitStandardLibrary/RaBbh/src/Blocks/sources.jl:760

```

Wha tam I missing?

---

<div class="post-metadata">

**Author:** ![ChrisRackauckas](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/chrisrackauckas/32/77_2.png) [@ChrisRackauckas](https://discourse.julialang.org/u/ChrisRackauckas)\
**Post date:** [October 30, 2024, 11:04pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/6 "2024-10-30T23:04:30Z")

</div>

It’s brand new, like last week. Make sure you’re on the latest.

---

<div class="post-metadata">

**Author:** ![Ricardo\_Borges](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/ricardo_borges/32/19918_2.png) [@Ricardo\_Borges](https://discourse.julialang.org/u/Ricardo_Borges)\
**Post date:** [October 31, 2024, 5:09pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/7 "2024-10-31T17:09:52Z")

</div>

Many thanks for the quick reply! I’m using MTK v9.49.0. Below is the full list of versions:

```julia
Status `~/.julia/environments/v1.11/Manifest.toml`
  [47edcb42] ADTypes v1.9.0
  [1520ce14] AbstractTrees v0.4.5
  [7d9f7c33] Accessors v0.1.38
  [79e6a3ab] Adapt v4.1.1
  [66dad0bd] AliasTables v1.1.3
  [ec485272] ArnoldiMethod v0.4.0
  [4fba245c] ArrayInterface v7.16.0
  [4c555306] ArrayLayouts v1.10.4
  [bf4720bc] AssetRegistry v0.1.0
  [13072b0f] AxisAlgorithms v1.1.0
  [aae01518] BandedMatrices v1.7.5
  [e2ed5e7c] Bijections v0.1.9
  [d1d4a3ce] BitFlags v0.1.9
  [62783981] BitTwiddlingConvenienceFunctions v0.1.6
  [ad839575] Blink v0.12.9
  [8e7c35d0] BlockArrays v1.1.1
  [764a87c0] BoundaryValueDiffEq v5.11.0
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.6
  [00ebfdb7] CSTParser v3.4.3
  [d360d2e6] ChainRulesCore v1.25.0
  [fb6a15b2] CloseOpenIntervals v0.1.13
  [944b1d66] CodecZlib v0.7.6
  [35d6a980] ColorSchemes v3.27.0
⌅ [3da002f7] ColorTypes v0.11.5
  [c3611d14] ColorVectorSpace v0.10.0
⌅ [5ae59095] Colors v0.12.11
  [861a8166] Combinatorics v1.0.2
  [a80b9123] CommonMark v0.8.15
  [38540f10] CommonSolve v0.2.4
  [bbf7d656] CommonSubexpressions v0.3.1
  [f70d9fcc] CommonWorldInvalidations v1.0.0
  [34da2185] Compat v4.16.0
  [b152e2b5] CompositeTypes v0.1.4
  [a33af91c] CompositionsBase v0.1.2
  [2569d6c7] ConcreteStructs v0.2.3
  [f0e56b4a] ConcurrentUtilities v2.4.2
  [8f4d0f93] Conda v1.10.2
  [187b0558] ConstructionBase v1.5.8
  [d38c429a] Contour v0.6.3
  [adafc99b] CpuId v0.3.1
  [a8cc5b0e] Crayons v4.1.1
  [9a962f9c] DataAPI v1.16.0
  [a93c6f00] DataFrames v1.7.0
  [82cc6244] DataInterpolations v6.5.2
  [864edb3b] DataStructures v0.18.20
  [e2d170a0] DataValueInterfaces v1.0.0
  [bcd4f6db] DelayDiffEq v5.48.1
  [8bb1440f] DelimitedFiles v1.9.1
  [2b5f629d] DiffEqBase v6.158.3
⌅ [459566f4] DiffEqCallbacks v3.9.1
  [77a26b50] DiffEqNoiseProcess v5.23.0
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [0c46a032] DifferentialEquations v7.14.0
  [a0c0ee7d] DifferentiationInterface v0.6.18
  [8d63f2c5] DispatchDoctor v0.4.17
  [b4f34e82] Distances v0.10.12
  [31c24e10] Distributions v0.25.112
  [ffbed154] DocStringExtensions v0.9.3
  [5b8099bc] DomainSets v0.7.14
  [7c1d4256] DynamicPolynomials v0.6.0
  [06fc5a27] DynamicQuantities v1.1.0
  [4e289a0a] EnumX v1.0.4
  [f151be2c] EnzymeCore v0.8.4
  [460bff9d] ExceptionUnwrapping v0.1.10
  [d4d017d3] ExponentialUtilities v1.26.1
  [e2ba6199] ExprTools v0.1.10
⌅ [6b7a57c9] Expronicon v0.8.5
  [c87230d0] FFMPEG v0.4.2
  [9d29842c] FastAlmostBandedMatrices v0.1.4
  [7034ab61] FastBroadcast v0.3.5
  [9aa1b823] FastClosures v0.3.2
  [29a986be] FastLapackInterface v2.0.4
  [a4df4552] FastPower v1.1.1
  [1a297f60] FillArrays v1.13.0
  [64ca27bc] FindFirstFunctions v1.4.1
  [6a86dc24] FiniteDiff v2.26.0
  [53c48c17] FixedPointNumbers v0.8.5
  [1fa38f19] Format v1.3.7
  [f6369f11] ForwardDiff v0.10.36
  [069b7b12] FunctionWrappers v1.1.3
  [77dc65aa] FunctionWrappersWrappers v0.1.3
  [de31a74c] FunctionalCollections v0.5.0
  [d9f16b24] Functors v0.4.12
⌅ [46192b85] GPUArraysCore v0.1.6
  [28b8d3ca] GR v0.73.8
  [14197337] GenericLinearAlgebra v0.3.14
  [c145ed77] GenericSchur v0.5.4
  [c27321d9] Glob v1.3.1
  [86223c79] Graphs v1.12.0
  [42e2da0e] Grisu v1.0.2
  [cd3eb016] HTTP v1.10.9
  [9fb69e20] Hiccup v0.2.2
  [3e5b6fbb] HostCPUFeatures v0.1.17
  [34004b35] HypergeometricFunctions v0.3.24
  [7073ff75] IJulia v1.25.0
  [615f187c] IfElse v0.1.1
  [d25df0c9] Inflate v0.1.5
  [842dd82b] InlineStrings v1.4.2
  [18e54dd8] IntegerMathUtils v0.1.2
  [a98d9a8b] Interpolations v0.15.1
  [8197267c] IntervalSets v0.7.10
  [3587e190] InverseFunctions v0.1.17
  [41ab1584] InvertedIndices v1.3.0
  [92d709cd] IrrationalConstants v0.2.2
  [82899510] IteratorInterfaceExtensions v1.0.0
  [1019f520] JLFzf v0.1.8
  [692b3bcd] JLLWrappers v1.6.1
  [97c1335a] JSExpr v0.5.4
  [682c06a0] JSON v0.21.4
  [98e50ef6] JuliaFormatter v1.0.62
  [ccbc3e58] JumpProcesses v9.14.0
  [ef3ab10e] KLU v0.6.0
  [ba0b0d4f] Krylov v0.9.8
  [b964fa9f] LaTeXStrings v1.4.0
  [23fbe1c1] Latexify v0.16.5
  [10f19ff3] LayoutPointers v0.1.17
  [50d2b5c4] Lazy v0.15.1
  [5078a376] LazyArrays v2.2.1
  [2d8b4e74] LevyArea v1.0.0
  [87fe0de2] LineSearch v0.1.4
  [d3d80556] LineSearches v7.3.0
  [7ed4a6bd] LinearSolve v2.36.1
  [2ab3a3ac] LogExpFunctions v0.3.28
  [e6f89c97] LoggingExtras v1.1.0
  [bdcacae8] LoopVectorization v0.12.171
  [d8e11817] MLStyle v0.4.17
  [1914dd2f] MacroTools v0.5.13
  [d125e4d3] ManualMemory v0.1.8
  [a3b82374] MatrixFactorizations v3.0.1
  [bb5d69b7] MaybeInplace v0.1.4
  [739be429] MbedTLS v1.1.9
  [442fdcdd] Measures v0.3.2
  [e1d29d7a] Missings v1.2.0
  [961ee093] ModelingToolkit v9.49.0
  [16a59e39] ModelingToolkitStandardLibrary v2.16.0 `https://github.com/SciML/ModelingToolkitStandardLibrary.jl.git#bca6e28`
  [46d2c3a1] MuladdMacro v0.2.4
  [102ac46a] MultivariatePolynomials v0.5.7
  [ffc61752] Mustache v1.0.20
  [d8a4904e] MutableArithmetics v1.5.2
  [a975b10e] Mux v1.0.2
  [d41bc354] NLSolversBase v7.8.3
  [2774e3e8] NLsolve v4.5.1
  [77ba4419] NaNMath v1.0.2
  [8913a72c] NonlinearSolve v3.15.1
  [510215fc] Observables v0.5.5
  [6fe1bfb0] OffsetArrays v1.14.1
  [4d8831e6] OpenSSL v1.4.3
  [429524aa] Optim v1.9.4
  [bac558e1] OrderedCollections v1.6.3
  [1dea7af3] OrdinaryDiffEq v6.89.0
  [89bda076] OrdinaryDiffEqAdamsBashforthMoulton v1.1.0
  [6ad6398a] OrdinaryDiffEqBDF v1.1.2
  [bbf590c4] OrdinaryDiffEqCore v1.9.0
  [50262376] OrdinaryDiffEqDefault v1.1.0
  [4302a76b] OrdinaryDiffEqDifferentiation v1.1.0
  [9286f039] OrdinaryDiffEqExplicitRK v1.1.0
  [e0540318] OrdinaryDiffEqExponentialRK v1.1.0
  [becaefa8] OrdinaryDiffEqExtrapolation v1.2.1
  [5960d6e9] OrdinaryDiffEqFIRK v1.2.0
  [101fe9f7] OrdinaryDiffEqFeagin v1.1.0
  [d3585ca7] OrdinaryDiffEqFunctionMap v1.1.1
  [d28bc4f8] OrdinaryDiffEqHighOrderRK v1.1.0
  [9f002381] OrdinaryDiffEqIMEXMultistep v1.1.0
  [521117fe] OrdinaryDiffEqLinear v1.1.0
  [1344f307] OrdinaryDiffEqLowOrderRK v1.2.0
  [b0944070] OrdinaryDiffEqLowStorageRK v1.2.1
  [127b3ac7] OrdinaryDiffEqNonlinearSolve v1.2.1
  [c9986a66] OrdinaryDiffEqNordsieck v1.1.0
  [5dd0a6cf] OrdinaryDiffEqPDIRK v1.1.0
  [5b33eab2] OrdinaryDiffEqPRK v1.1.0
  [04162be5] OrdinaryDiffEqQPRK v1.1.0
  [af6ede74] OrdinaryDiffEqRKN v1.1.0
  [43230ef6] OrdinaryDiffEqRosenbrock v1.2.0
  [2d112036] OrdinaryDiffEqSDIRK v1.1.0
  [669c94d9] OrdinaryDiffEqSSPRK v1.2.0
  [e3e12d00] OrdinaryDiffEqStabilizedIRK v1.1.0
  [358294b1] OrdinaryDiffEqStabilizedRK v1.1.0
  [fa646aed] OrdinaryDiffEqSymplecticRK v1.1.0
  [b1df2697] OrdinaryDiffEqTsit5 v1.1.0
  [79d7bb75] OrdinaryDiffEqVerner v1.1.1
  [90014a1f] PDMats v0.11.31
  [65ce6f38] PackageExtensionCompat v1.0.2
  [d96e819e] Parameters v0.12.3
  [69de0a69] Parsers v2.8.1
  [fa939f87] Pidfile v1.3.0
  [b98c9c47] Pipe v1.3.0
  [ccf2f8ad] PlotThemes v3.3.0
  [995b91a9] PlotUtils v1.4.2
  [a03496cd] PlotlyBase v0.8.19
  [f0f68f2c] PlotlyJS v0.18.14
  [f2990250] PlotlyKaleido v2.2.5
  [91a5bcdd] Plots v1.40.8
  [e409e4f3] PoissonRandom v0.4.4
  [f517fe37] Polyester v0.7.16
  [1d0040c9] PolyesterWeave v0.2.2
  [f27b6e38] Polynomials v4.0.11
  [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
  [27ebfcd6] Primes v0.5.6
  [43287f4e] PtrArrays v1.2.1
  [1fd47b50] QuadGK v2.11.1
  [74087812] Random123 v1.7.0
  [e6cf234a] RandomNumbers v1.6.0
  [c84ed2f1] Ratios v0.4.5
  [3cdcf5f2] RecipesBase v1.3.4
  [01d81517] RecipesPipeline v0.6.12
  [731186ca] RecursiveArrayTools v3.27.2
  [f2c3362d] RecursiveFactorization v0.2.23
  [189a3867] Reexport v1.2.2
  [05181044] RelocatableFolders v1.0.1
  [ae029012] Requires v1.3.0
  [ae5879a3] ResettableStacks v1.1.1
  [79098fc4] Rmath v0.8.0
  [47965b36] RootedTrees v2.23.1
  [7e49a35a] RuntimeGeneratedFunctions v0.5.13
  [94e857df] SIMDTypes v0.1.0
  [476501e8] SLEEFPirates v0.6.43
  [0bca4576] SciMLBase v2.58.0
  [19f34311] SciMLJacobianOperators v0.1.0
  [c0aeaf25] SciMLOperators v0.3.11
  [53ae85a6] SciMLStructures v1.5.0
  [6c6a2e73] Scratch v1.2.1
  [91c51154] SentinelArrays v1.4.6
  [efcf1570] Setfield v1.1.1
  [992d4aef] Showoff v1.0.3
  [777ac1f9] SimpleBufferStream v1.2.0
  [727e6d20] SimpleNonlinearSolve v1.12.3
  [699a6c99] SimpleTraits v0.9.4
  [ce78b400] SimpleUnPack v1.1.0
  [b85f4697] SoftGlobalScope v1.1.0
  [a2af1166] SortingAlgorithms v1.2.1
  [9f842d2f] SparseConnectivityTracer v0.6.8
  [47a9eef4] SparseDiffTools v2.23.0
  [0a514795] SparseMatrixColorings v0.4.8
  [e56a9233] Sparspak v0.3.9
  [276daf66] SpecialFunctions v2.4.0
  [860ef19b] StableRNGs v1.0.2
  [aedffcd0] Static v1.1.1
  [0d7ed370] StaticArrayInterface v1.8.0
  [90137ffa] StaticArrays v1.9.8
  [1e83bf80] StaticArraysCore v1.4.3
  [10745b16] Statistics v1.11.1
  [82ae8749] StatsAPI v1.7.0
  [2913bbd2] StatsBase v0.34.3
  [4c63d2b9] StatsFuns v1.3.2
  [9672c7b4] SteadyStateDiffEq v2.4.1
  [789caeaf] StochasticDiffEq v6.70.0
  [7792a7ef] StrideArraysCore v0.5.7
  [892a3eda] StringManipulation v0.4.0
  [c3572dad] Sundials v4.26.0
  [2efcf032] SymbolicIndexingInterface v0.3.34
  [19f23fe9] SymbolicLimits v0.2.2
  [d1185830] SymbolicUtils v3.7.2
  [0c5d862f] Symbolics v6.16.0
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.12.0
  [62fd8b95] TensorCore v0.1.1
  [8ea1fca8] TermInterface v2.0.0
  [1c621080] TestItems v1.0.0
  [8290d209] ThreadingUtilities v0.5.2
  [a759f4b9] TimerOutputs v0.5.25
  [0796e94c] Tokenize v0.5.29
  [3bb67fe8] TranscodingStreams v0.11.3
  [d5829a12] TriangularSolve v0.2.1
  [410a4b4d] Tricks v0.1.9
  [781d530d] TruncatedStacktraces v1.4.0
  [5c2747f8] URIs v1.5.1
  [3a884ed6] UnPack v1.0.2
  [1cfade01] UnicodeFun v0.4.1
  [1986cc42] Unitful v1.21.0
  [45397f5d] UnitfulLatexify v1.6.4
  [a7c27f48] Unityper v0.1.6
  [41fe7b60] Unzip v0.2.0
  [3d5dd08c] VectorizationBase v0.21.70
  [81def892] VersionParsing v1.3.0
  [19fa3120] VertexSafeGraphs v0.2.0
  [0f1e0344] WebIO v0.8.21
  [104b5d7c] WebSockets v1.6.0
  [cc8bc4a8] Widgets v0.6.6
  [efce3f68] WoodburyMatrices v1.0.0
  [c2297ded] ZMQ v1.3.0
  [6e34b625] Bzip2_jll v1.0.8+2
  [83423d85] Cairo_jll v1.18.2+1
  [ee1fde0b] Dbus_jll v1.14.10+0
  [2702e6a9] EpollShim_jll v0.0.20230411+0
  [2e619515] Expat_jll v2.6.2+0
⌅ [b22a6f82] FFMPEG_jll v4.4.4+1
  [a3f928ae] Fontconfig_jll v2.13.96+0
  [d7e528f0] FreeType2_jll v2.13.2+0
  [559328eb] FriBidi_jll v1.0.14+0
  [0656b61e] GLFW_jll v3.4.0+1
  [d2c73de3] GR_jll v0.73.8+0
  [78b55507] Gettext_jll v0.21.0+0
  [7746bdde] Glib_jll v2.80.5+0
  [3b182d85] Graphite2_jll v1.3.14+0
  [2e76f6c2] HarfBuzz_jll v8.3.1+0
  [1d5cc7b8] IntelOpenMP_jll v2024.2.1+0
  [aacddb02] JpegTurbo_jll v3.0.4+0
  [f7e6163d] Kaleido_jll v0.2.1+0
  [c1c5ebd0] LAME_jll v3.100.2+0
  [88015f11] LERC_jll v4.0.0+0
  [1d63c593] LLVMOpenMP_jll v18.1.7+0
  [dd4b983a] LZO_jll v2.10.2+1
⌅ [e9f186c6] Libffi_jll v3.2.2+1
  [d4300ac3] Libgcrypt_jll v1.11.0+0
  [7e76a0d4] Libglvnd_jll v1.6.0+0
  [7add5ba3] Libgpg_error_jll v1.50.0+0
  [94ce4f54] Libiconv_jll v1.17.0+1
  [4b2f31a3] Libmount_jll v2.40.1+0
  [89763e89] Libtiff_jll v4.7.0+0
  [38a345b3] Libuuid_jll v2.40.1+0
  [856f044c] MKL_jll v2024.2.0+0
  [e7412a2a] Ogg_jll v1.3.5+1
  [458c3c95] OpenSSL_jll v3.0.15+1
  [efe28fd5] OpenSpecFun_jll v0.5.5+0
  [91d4177d] Opus_jll v1.3.3+0
  [36c8627f] Pango_jll v1.54.1+0
  [30392449] Pixman_jll v0.43.4+0
  [c0090381] Qt6Base_jll v6.7.1+1
  [629bc702] Qt6Declarative_jll v6.7.1+2
  [ce943373] Qt6ShaderTools_jll v6.7.1+1
  [e99dba38] Qt6Wayland_jll v6.7.1+1
  [f50d1b31] Rmath_jll v0.5.1+0
⌅ [fb77eaff] Sundials_jll v5.2.3+0
  [a44049a8] Vulkan_Loader_jll v1.3.243+0
  [a2964d1f] Wayland_jll v1.21.0+1
  [2381bf8a] Wayland_protocols_jll v1.31.0+0
  [02c8fc9c] XML2_jll v2.13.4+0
  [aed1982a] XSLT_jll v1.1.41+0
  [ffd25f8a] XZ_jll v5.6.3+0
  [f67eecfb] Xorg_libICE_jll v1.1.1+0
  [c834827a] Xorg_libSM_jll v1.2.4+0
  [4f6342f7] Xorg_libX11_jll v1.8.6+0
  [0c0b7dd1] Xorg_libXau_jll v1.0.11+0
  [935fb764] Xorg_libXcursor_jll v1.2.0+4
  [a3789734] Xorg_libXdmcp_jll v1.1.4+0
  [1082639a] Xorg_libXext_jll v1.3.6+0
  [d091e8ba] Xorg_libXfixes_jll v5.0.3+4
  [a51aa0fd] Xorg_libXi_jll v1.7.10+4
  [d1454406] Xorg_libXinerama_jll v1.1.4+4
  [ec84b674] Xorg_libXrandr_jll v1.5.2+4
  [ea2f1a96] Xorg_libXrender_jll v0.9.11+0
  [14d82f49] Xorg_libpthread_stubs_jll v0.1.1+0
  [c7cfdc94] Xorg_libxcb_jll v1.17.0+0
  [cc61e674] Xorg_libxkbfile_jll v1.1.2+0
  [e920d4aa] Xorg_xcb_util_cursor_jll v0.1.4+0
  [12413925] Xorg_xcb_util_image_jll v0.4.0+1
  [2def613f] Xorg_xcb_util_jll v0.4.0+1
  [975044d2] Xorg_xcb_util_keysyms_jll v0.4.0+1
  [0d47668e] Xorg_xcb_util_renderutil_jll v0.3.9+1
  [c22f9ab0] Xorg_xcb_util_wm_jll v0.4.1+1
  [35661453] Xorg_xkbcomp_jll v1.4.6+0
  [33bec58e] Xorg_xkeyboard_config_jll v2.39.0+0
  [c5fb5394] Xorg_xtrans_jll v1.5.0+0
  [8f1865be] ZeroMQ_jll v4.3.5+1
  [3161d3a3] Zstd_jll v1.5.6+1
  [35ca27e7] eudev_jll v3.2.9+0
  [214eeab7] fzf_jll v0.53.0+0
  [1a1c6b14] gperf_jll v3.1.1+0
  [a4ae2306] libaom_jll v3.9.0+0
  [0ac62f75] libass_jll v0.15.2+0
  [1183f4f0] libdecor_jll v0.2.2+0
  [2db6ffa8] libevdev_jll v1.11.0+0
  [f638f0a6] libfdk_aac_jll v2.0.3+0
  [36db933b] libinput_jll v1.18.0+0
  [b53b4c65] libpng_jll v1.6.44+0
  [a9144af2] libsodium_jll v1.0.20+1
  [f27f6e37] libvorbis_jll v1.3.7+2
  [009596ad] mtdev_jll v1.1.6+0
  [1317d2d5] oneTBB_jll v2021.12.0+0
⌅ [1270edf5] x264_jll v2021.5.5+0
⌅ [dfaa095f] x265_jll v3.5.0+0
  [d8fb68d0] xkbcommon_jll v1.4.1+1
  [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 v1.6.0
  [7b1f6079] FileWatching v1.11.0
  [9fa8497b] Future v1.11.0
  [b77e0a4c] InteractiveUtils v1.11.0
  [4af54fe1] LazyArtifacts v1.11.0
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2 v1.11.0
  [8f399da3] Libdl v1.11.0
  [37e2e46d] LinearAlgebra v1.11.0
  [56ddb016] Logging v1.11.0
  [d6f4376e] Markdown v1.11.0
  [a63ad114] Mmap v1.11.0
  [ca575930] NetworkOptions v1.2.0
  [44cfe95a] Pkg v1.11.0
  [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
  [1a1011a3] SharedArrays v1.11.0
  [6462fe0b] Sockets v1.11.0
  [2f01184e] SparseArrays v1.11.0
  [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 v1.1.1+0
  [deac9b47] LibCURL_jll v8.6.0+0
  [e37daf67] LibGit2_jll v1.7.2+0
  [29816b5a] LibSSH2_jll v1.11.0+1
  [c8ffd9c3] MbedTLS_jll v2.28.6+0
  [14a3606d] MozillaCACerts_jll v2023.12.12
  [4536629a] OpenBLAS_jll v0.3.27+1
  [05823500] OpenLibm_jll v0.8.1+2
  [efcefdf7] PCRE2_jll v10.42.0+1
  [bea87d4a] SuiteSparse_jll v7.7.0+0
  [83775a58] Zlib_jll v1.2.13+1
  [8e850b90] libblastrampoline_jll v5.11.0+0
  [8e850ede] nghttp2_jll v1.59.0+0
  [3f19e933] p7zip_jll v17.4.0+2

```

Velow is the full jupyter notebook. The issue happens on the last statement: @mtkbuild model\_with\_lut\_model = model\_with\_lut()

```julia
using ModelingToolkit
using ModelingToolkit: t_nounits as t, D_nounits as D
using ModelingToolkitStandardLibrary
using ModelingToolkitStandardLibrary.Blocks
using DataInterpolations
using OrdinaryDiffEq
using DataFrames
using Plots

function MassSpringDamper(; name)
    @named input = RealInput()
    @variables f(t)=0 x(t)=0 dx(t)=0 ddx(t)=0
    @parameters m=10 k=1000 d=1

    eqs = [
           f ~ input.u
           ddx * 10 ~ k * x + d * dx + f
           D(x) ~ dx
           D(dx) ~ ddx]

    ODESystem(eqs, t; name, systems = [input])
end

function MassSpringDamperSystem(data, time; name)
    @named src = ModelingToolkitStandardLibrary.Blocks.Interpolation(LinearInterpolation, data, time)
    @named clk = ContinuousClock()
    @named model = MassSpringDamper()

    eqs = [
        connect(src.input, clk.output)
        connect(src.output, model.input)
    ]

    ODESystem(eqs, t, [], []; name, systems = [src, clk, model])
end

function generate_data()
    dt = 4e-4
    time = 0:dt:0.1
    data = sin.(2 * pi * time * 100)

    return DataFrame(; time, data)
end

df = generate_data() # example data

@named system = MassSpringDamperSystem(df.data, df.time)
sys = structural_simplify(system)
prob = ODEProblem(sys, [], (0, df.time[end]))
sol = solve(prob)
plot(sol)

@mtkmodel model_with_lut begin

    @parameters begin
        table_data = [1.0, 2.0, 3.0]
        table_bkp = [0.0, 0.5, 1.0]
    end

    @components begin
        src = Interpolation(LinearInterpolation, table_data, table_bkp)
        clk = ContinuousClock()
        model = MassSpringDamper()
    end
    @equations begin
        connect(src.input, clk.output)
        connect(src.output, model.input)
    end
end;

@mtkbuild model_with_lut_model = model_with_lut()

```

---

<div class="post-metadata">

**Author:** ![ChrisRackauckas](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/chrisrackauckas/32/77_2.png) [@ChrisRackauckas](https://discourse.julialang.org/u/ChrisRackauckas)\
**Post date:** [October 31, 2024, 5:31pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/8 "2024-10-31T17:31:14Z")

</div>

It would need the latest ModelingToolkitStandardLibrary.

---

<div class="post-metadata">

**Author:** ![Ricardo\_Borges](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/ricardo_borges/32/19918_2.png) [@Ricardo\_Borges](https://discourse.julialang.org/u/Ricardo_Borges)\
**Post date:** [October 31, 2024, 5:45pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/9 "2024-10-31T17:45:44Z")

</div>

As per the “manifest” on the post (see below), the MTK Standard Lib is at commit bca6e28, which seems to be the latest for branch “main”.

> [@Ricardo\_Borges](#):
>
> `[16a59e39] ModelingToolkitStandardLibrary v2.16.0 `[GitHub - SciML/ModelingToolkitStandardLibrary.jl: A standard library of components to model the world and beyond](https://github.com/SciML/ModelingToolkitStandardLibrary.jl.git#bca6e28%60%60)

---

<div class="post-metadata">

**Author:** ![ChrisRackauckas](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/chrisrackauckas/32/77_2.png) [@ChrisRackauckas](https://discourse.julialang.org/u/ChrisRackauckas)\
**Post date:** [October 31, 2024, 5:58pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/10 "2024-10-31T17:58:02Z")

</div>

Oh we were missing a released. That should be fixed in about an hour.

---

<div class="post-metadata">

**Author:** ![ToddAnderson](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/toddanderson/32/30826_2.png) [@ToddAnderson](https://discourse.julialang.org/u/ToddAnderson)\
**Post date:** [October 31, 2024, 11:02pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/11 "2024-10-31T23:02:10Z")

</div>

Can DataInterpolations be used to specify things like initial conditions? I tried modifying the [Schrödinger Equation example from MethodOfLines.jl](https://docs.sciml.ai/MethodOfLines/dev/tutorials/schroedinger/#Schr%C3%B6dinger-Equation) to use a LinearInterpolation to construct the initial conditions, and got an error.

The purpose of doing this would be to use model or experiment data to specify the initial state of a system (e.g. number density and temperature of a gas as a function of altitude) and then forward-model the evolution of these state variables.

Here’s the modified example code (errors on `discretize` step):

```julia
using MethodOfLines, OrdinaryDiffEq, Plots, DomainSets, ModelingToolkit
using DataInterpolations

# define a linear interpolation
xs = collect(0.0:0.01:1.0)
ψ0 = LinearInterpolation(sin.(xs.^2), xs)
Tψ0 = typeof(ψ0)

@parameters t, x, (interp::Tψ0)(..)
@variables ψ(..)

Dt = Differential(t)
Dxx = Differential(x)^2

xmin = 0
xmax = 1

V(x) = 0.0

eq = [im * Dt(ψ(t, x)) ~ Dxx(ψ(t, x)) + V(x) * ψ(t, x)] # You must enclose complex equations in a vector, even if there is only one equation

# define ψ0 using interpolator
ψ0 = x -> interp(x)

bcs = [ψ(0, x) ~ ψ0(x),
    ψ(t, xmin) ~ 0,
    ψ(t, xmax) ~ 0]

domains = [t ∈ Interval(0, 1), x ∈ Interval(xmin, xmax)]

@named sys = PDESystem(eq, bcs, domains, [t, x], [ψ(t, x)])

disc = MOLFiniteDifference([x => 100], t)

prob = discretize(sys, disc) # error at this step

sol = solve(prob, TRBDF2(), saveat = 0.01)

```

I’m using the latest versions of ModelingToolkit, etc:

```julia
  [992eb4ea] CondaPkg v0.2.23
  [82cc6244] DataInterpolations v6.5.2
  [5b8099bc] DomainSets v0.7.14
  [f67ccb44] HDF5 v0.17.2
  [a98d9a8b] Interpolations v0.15.1
  [94925ecb] MethodOfLines v0.11.6
  [961ee093] ModelingToolkit v9.49.0
  [16a59e39] ModelingToolkitStandardLibrary v2.17.0
  [8913a72c] NonlinearSolve v3.15.1
  [1dea7af3] OrdinaryDiffEq v6.89.0
  [91a5bcdd] Plots v1.40.8
  [6099a3de] PythonCall v0.9.23
  [53ae85a6] SciMLStructures v1.5.0
  [0c5d862f] Symbolics v6.17.0

```

---

<div class="post-metadata">

**Author:** ![ChrisRackauckas](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/chrisrackauckas/32/77_2.png) [@ChrisRackauckas](https://discourse.julialang.org/u/ChrisRackauckas)\
**Post date:** [November 1, 2024, 8:38am UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/12 "2024-11-01T08:38:24Z")

</div>

That should work now. Open an issue on MethodOfLines.jl’s Github repo and I can check out if it’s MOL specific.

---

<div class="post-metadata">

**Author:** ![Ricardo\_Borges](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/ricardo_borges/32/19918_2.png) [@Ricardo\_Borges](https://discourse.julialang.org/u/Ricardo_Borges)\
**Post date:** [November 1, 2024, 1:28pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/13 "2024-11-01T13:28:22Z")

</div>

Hi Chris,

many thanks for the quick reply again!

I still have the issue, even with MTK Standard Lib v2.17.0. Actually, it seems there was no functional change from commit bca6e28, which I was priviously using, and commit 5ff27c8, which is tagged as v2.17.0; the only change I see is the release version number.

Should the current versions support Interpolation being used as a component inside a @mtkmodel?

---

<div class="post-metadata">

**Author:** ![ChrisRackauckas](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/chrisrackauckas/32/77_2.png) [@ChrisRackauckas](https://discourse.julialang.org/u/ChrisRackauckas)\
**Post date:** [November 1, 2024, 2:52pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/14 "2024-11-01T14:52:29Z")

</div>

It should 😅. Open an issue, seems like there’s a bit more going on here and I’ll need to pull it local and look.

---

<div class="post-metadata">

**Author:** ![Ricardo\_Borges](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/ricardo_borges/32/19918_2.png) [@Ricardo\_Borges](https://discourse.julialang.org/u/Ricardo_Borges)\
**Post date:** [November 8, 2024, 7:04pm UTC](https://discourse.julialang.org/t/use-of-interpolations-with-modelingtoolkit/121382/15 "2024-11-08T19:04:10Z")

</div>

Sure! I’ve just opened this issue:

> <https://github.com/SciML/ModelingToolkitStandardLibrary.jl/issues/340>
>
> \*\*Describe the bug 🐞\*\*
> 
> The newly created Interpolations component, available …in ModelingToolkitStandardLibrary v 2.17.0 under the Blocks module, gives problems when used within the @mtkmodel macro.
> 
> \*\*Expected behavior\*\*
> 
> The Interpolation component should work fine when used ina model defined using the @mtkmodel macro.
> 
> \*\*Minimal Reproducible Example 👇\*\*
> 
> The code below is from and example available in this \[link\](https://github.com/SciML/ModelingToolkitStandardLibrary.jl/blob/bca6e280efcfad0ea6187a0b2e4a861d8ff10ed0/docs/src/tutorials/input\_component.md?plain=1), which works fine with Interpolation being used as a component:
> 
> \`\`\`julia
> using ModelingToolkit
> using ModelingToolkit: t\_nounits as t, D\_nounits as D
> using ModelingToolkitStandardLibrary
> using ModelingToolkitStandardLibrary.Blocks
> using DataInterpolations
> using OrdinaryDiffEq
> using DataFrames
> using Plots
> 
> function MassSpringDamper(; name)
> @named input = RealInput()
> @variables f(t)=0 x(t)=0 dx(t)=0 ddx(t)=0
> @parameters m=10 k=1000 d=1
> 
> eqs = \[
> f ~ input.u
> ddx \* 10 ~ k \* x + d \* dx + f
> D(x) ~ dx
> D(dx) ~ ddx\]
> 
> ODESystem(eqs, t; name, systems = \[input\])
> end
> 
> function MassSpringDamperSystem(data, time; name)
> @named src = ModelingToolkitStandardLibrary.Blocks.Interpolation(LinearInterpolation, data, time)
> @named clk = ContinuousClock()
> @named model = MassSpringDamper()
> 
> eqs = \[
> connect(src.input, clk.output)
> connect(src.output, model.input)
> \]
> 
> ODESystem(eqs, t, \[\], \[\]; name, systems = \[src, clk, model\])
> end
> 
> function generate\_data()
> dt = 4e-4
> time = 0:dt:0.1
> data = sin.(2 \* pi \* time \* 100)
> 
> return DataFrame(; time, data)
> end
> 
> df = generate\_data() # example data
> 
> @named system = MassSpringDamperSystem(df.data, df.time)
> sys = structural\_simplify(system)
> prob = ODEProblem(sys, \[\], (0, df.time\[end\]))
> sol = solve(prob)
> plot(sol)
> \`\`\`
> 
> Below is a toy example which does NOT work when Interpolation is used within @mtkmodel macro:
> 
> The model definition works fine:
> 
> \`\`\`julia
> 
> @mtkmodel model\_with\_lut begin
> 
> @parameters begin
> table\_data = \[1.0, 2.0, 3.0\]
> table\_bkp = \[0.0, 0.5, 1.0\]
> end
> 
> @components begin
> src = Interpolation(LinearInterpolation, table\_data, table\_bkp)
> clk = ContinuousClock()
> model = MassSpringDamper()
> end
> @equations begin
> connect(src.input, clk.output)
> connect(src.output, model.input)
> end
> end;
> 
> \`\`\`
> 
> But @mtkbuild fails:
> 
> \`\`\`julia
> @mtkbuild model\_with\_lut\_model = model\_with\_lut()
> \`\`\`
> 
> with the following error and stracktrace:
> 
> \*\*Error & Stacktrace ⚠️\*\*
> 
> \`\`\`julia
> MethodError: no method matching Interpolation(; name::Symbol, LinearInterpolation::UnionAll, table\_data::Num, table\_bkp::Num)
> The function \`Interpolation\` exists, but no method is defined for this combination of argument types.
> 
> Closest candidates are:
> Interpolation(::Any; name) got unsupported keyword arguments "LinearInterpolation", "table\_data", "table\_bkp"
> @ ModelingToolkitStandardLibrary ~/.julia/packages/ModelingToolkitStandardLibrary/AOmZD/src/Blocks/sources.jl:765
> Interpolation(::Any, ::Any, ::Any, ::Any...; name) got unsupported keyword arguments "LinearInterpolation", "table\_data", "table\_bkp"
> @ ModelingToolkitStandardLibrary ~/.julia/packages/ModelingToolkitStandardLibrary/AOmZD/src/Blocks/sources.jl:760
> 
> 
> Stacktrace:
> \[1\] macro expansion
> @ ~/.julia/packages/ModelingToolkit/eiNg3/src/systems/abstractsystem.jl:2074 \[inlined\]
> \[2\] \_\_model\_with\_lut\_\_(; name::Symbol, table\_data::ModelingToolkit.NoValue, table\_bkp::ModelingToolkit.NoValue, src\_\_LinearInterpolation::Nothing, src\_\_table\_data::Nothing, src\_\_table\_bkp::Nothing)
> @ Main ~/.julia/packages/ModelingToolkit/eiNg3/src/systems/model\_parsing.jl:1172
> \[3\] (::ModelingToolkit.Model{typeof(\_\_model\_with\_lut\_\_), Dict{Symbol, Any}})(; kw::@Kwargs{name::Symbol})
> @ ModelingToolkit ~/.julia/packages/ModelingToolkit/eiNg3/src/systems/model\_parsing.jl:25
> \[4\] top-level scope
> @ ~/.julia/packages/ModelingToolkit/eiNg3/src/systems/abstractsystem.jl:2074
> \`\`\`
> 
> \*\*Environment (please complete the following information):\*\*
> 
> - Output of \`using Pkg; Pkg.status()\`
> 
> \`\`\`julia
> Status \`~/.julia/environments/v1.11/Project.toml\`
> \[a93c6f00\] DataFrames v1.7.0
> \[82cc6244\] DataInterpolations v6.5.2
> \[0c46a032\] DifferentialEquations v7.14.0
> \[7073ff75\] IJulia v1.25.0
> \[a98d9a8b\] Interpolations v0.15.1
> \[961ee093\] ModelingToolkit v9.49.0
> \[16a59e39\] ModelingToolkitStandardLibrary v2.17.0
> \[1dea7af3\] OrdinaryDiffEq v6.89.0
> \[f0f68f2c\] PlotlyJS v0.18.14
> \[91a5bcdd\] Plots v1.40.8
> \[2efcf032\] SymbolicIndexingInterface v0.3.34
> \`\`\`
> 
> - Output of \`using Pkg; Pkg.status(; mode = PKGMODE\_MANIFEST)\`
> 
> \`\`\`julia
> Status \`~/.julia/environments/v1.11/Manifest.toml\`
> \[47edcb42\] ADTypes v1.9.0
> \[1520ce14\] AbstractTrees v0.4.5
> \[7d9f7c33\] Accessors v0.1.38
> \[79e6a3ab\] Adapt v4.1.1
> \[66dad0bd\] AliasTables v1.1.3
> \[ec485272\] ArnoldiMethod v0.4.0
> \[4fba245c\] ArrayInterface v7.16.0
> \[4c555306\] ArrayLayouts v1.10.4
> \[bf4720bc\] AssetRegistry v0.1.0
> \[13072b0f\] AxisAlgorithms v1.1.0
> \[aae01518\] BandedMatrices v1.7.5
> \[e2ed5e7c\] Bijections v0.1.9
> \[d1d4a3ce\] BitFlags v0.1.9
> \[62783981\] BitTwiddlingConvenienceFunctions v0.1.6
> \[ad839575\] Blink v0.12.9
> \[8e7c35d0\] BlockArrays v1.1.1
> ⌃ \[764a87c0\] BoundaryValueDiffEq v5.11.0
> \[fa961155\] CEnum v0.5.0
> \[2a0fbf3d\] CPUSummary v0.2.6
> \[00ebfdb7\] CSTParser v3.4.3
> \[d360d2e6\] ChainRulesCore v1.25.0
> \[fb6a15b2\] CloseOpenIntervals v0.1.13
> \[944b1d66\] CodecZlib v0.7.6
> \[35d6a980\] ColorSchemes v3.27.0
> ⌅ \[3da002f7\] ColorTypes v0.11.5
> \[c3611d14\] ColorVectorSpace v0.10.0
> ⌅ \[5ae59095\] Colors v0.12.11
> \[861a8166\] Combinatorics v1.0.2
> \[a80b9123\] CommonMark v0.8.15
> \[38540f10\] CommonSolve v0.2.4
> \[bbf7d656\] CommonSubexpressions v0.3.1
> \[f70d9fcc\] CommonWorldInvalidations v1.0.0
> \[34da2185\] Compat v4.16.0
> \[b152e2b5\] CompositeTypes v0.1.4
> \[a33af91c\] CompositionsBase v0.1.2
> \[2569d6c7\] ConcreteStructs v0.2.3
> \[f0e56b4a\] ConcurrentUtilities v2.4.2
> \[8f4d0f93\] Conda v1.10.2
> \[187b0558\] ConstructionBase v1.5.8
> \[d38c429a\] Contour v0.6.3
> \[adafc99b\] CpuId v0.3.1
> \[a8cc5b0e\] Crayons v4.1.1
> \[9a962f9c\] DataAPI v1.16.0
> \[a93c6f00\] DataFrames v1.7.0
> \[82cc6244\] DataInterpolations v6.5.2
> \[864edb3b\] DataStructures v0.18.20
> \[e2d170a0\] DataValueInterfaces v1.0.0
> \[bcd4f6db\] DelayDiffEq v5.48.1
> \[8bb1440f\] DelimitedFiles v1.9.1
> \[2b5f629d\] DiffEqBase v6.158.3
> ⌅ \[459566f4\] DiffEqCallbacks v3.9.1
> \[77a26b50\] DiffEqNoiseProcess v5.23.0
> \[163ba53b\] DiffResults v1.1.0
> \[b552c78f\] DiffRules v1.15.1
> \[0c46a032\] DifferentialEquations v7.14.0
> \[a0c0ee7d\] DifferentiationInterface v0.6.18
> \[8d63f2c5\] DispatchDoctor v0.4.17
> \[b4f34e82\] Distances v0.10.12
> \[31c24e10\] Distributions v0.25.112
> \[ffbed154\] DocStringExtensions v0.9.3
> \[5b8099bc\] DomainSets v0.7.14
> \[7c1d4256\] DynamicPolynomials v0.6.0
> \[06fc5a27\] DynamicQuantities v1.1.0
> \[4e289a0a\] EnumX v1.0.4
> ⌃ \[f151be2c\] EnzymeCore v0.8.4
> \[460bff9d\] ExceptionUnwrapping v0.1.10
> \[d4d017d3\] ExponentialUtilities v1.26.1
> \[e2ba6199\] ExprTools v0.1.10
> ⌅ \[6b7a57c9\] Expronicon v0.8.5
> \[c87230d0\] FFMPEG v0.4.2
> \[9d29842c\] FastAlmostBandedMatrices v0.1.4
> \[7034ab61\] FastBroadcast v0.3.5
> \[9aa1b823\] FastClosures v0.3.2
> \[29a986be\] FastLapackInterface v2.0.4
> \[a4df4552\] FastPower v1.1.1
> \[1a297f60\] FillArrays v1.13.0
> \[64ca27bc\] FindFirstFunctions v1.4.1
> \[6a86dc24\] FiniteDiff v2.26.0
> \[53c48c17\] FixedPointNumbers v0.8.5
> \[1fa38f19\] Format v1.3.7
> ⌃ \[f6369f11\] ForwardDiff v0.10.36
> \[069b7b12\] FunctionWrappers v1.1.3
> \[77dc65aa\] FunctionWrappersWrappers v0.1.3
> \[de31a74c\] FunctionalCollections v0.5.0
> \[d9f16b24\] Functors v0.4.12
> ⌅ \[46192b85\] GPUArraysCore v0.1.6
> \[28b8d3ca\] GR v0.73.8
> \[14197337\] GenericLinearAlgebra v0.3.14
> \[c145ed77\] GenericSchur v0.5.4
> \[c27321d9\] Glob v1.3.1
> \[86223c79\] Graphs v1.12.0
> \[42e2da0e\] Grisu v1.0.2
> \[cd3eb016\] HTTP v1.10.9
> \[9fb69e20\] Hiccup v0.2.2
> \[3e5b6fbb\] HostCPUFeatures v0.1.17
> \[34004b35\] HypergeometricFunctions v0.3.24
> \[7073ff75\] IJulia v1.25.0
> \[615f187c\] IfElse v0.1.1
> \[d25df0c9\] Inflate v0.1.5
> \[842dd82b\] InlineStrings v1.4.2
> \[18e54dd8\] IntegerMathUtils v0.1.2
> \[a98d9a8b\] Interpolations v0.15.1
> \[8197267c\] IntervalSets v0.7.10
> \[3587e190\] InverseFunctions v0.1.17
> \[41ab1584\] InvertedIndices v1.3.0
> \[92d709cd\] IrrationalConstants v0.2.2
> \[82899510\] IteratorInterfaceExtensions v1.0.0
> \[1019f520\] JLFzf v0.1.8
> \[692b3bcd\] JLLWrappers v1.6.1
> \[97c1335a\] JSExpr v0.5.4
> \[682c06a0\] JSON v0.21.4
> \[98e50ef6\] JuliaFormatter v1.0.62
> \[ccbc3e58\] JumpProcesses v9.14.0
> \[ef3ab10e\] KLU v0.6.0
> \[ba0b0d4f\] Krylov v0.9.8
> \[b964fa9f\] LaTeXStrings v1.4.0
> \[23fbe1c1\] Latexify v0.16.5
> \[10f19ff3\] LayoutPointers v0.1.17
> \[50d2b5c4\] Lazy v0.15.1
> \[5078a376\] LazyArrays v2.2.1
> \[2d8b4e74\] LevyArea v1.0.0
> \[87fe0de2\] LineSearch v0.1.4
> \[d3d80556\] LineSearches v7.3.0
> ⌃ \[7ed4a6bd\] LinearSolve v2.36.1
> \[2ab3a3ac\] LogExpFunctions v0.3.28
> \[e6f89c97\] LoggingExtras v1.1.0
> \[bdcacae8\] LoopVectorization v0.12.171
> \[d8e11817\] MLStyle v0.4.17
> \[1914dd2f\] MacroTools v0.5.13
> \[d125e4d3\] ManualMemory v0.1.8
> \[a3b82374\] MatrixFactorizations v3.0.1
> \[bb5d69b7\] MaybeInplace v0.1.4
> \[739be429\] MbedTLS v1.1.9
> \[442fdcdd\] Measures v0.3.2
> \[e1d29d7a\] Missings v1.2.0
> \[961ee093\] ModelingToolkit v9.49.0
> \[16a59e39\] ModelingToolkitStandardLibrary v2.17.0
> \[46d2c3a1\] MuladdMacro v0.2.4
> \[102ac46a\] MultivariatePolynomials v0.5.7
> \[ffc61752\] Mustache v1.0.20
> \[d8a4904e\] MutableArithmetics v1.5.2
> \[a975b10e\] Mux v1.0.2
> \[d41bc354\] NLSolversBase v7.8.3
> \[2774e3e8\] NLsolve v4.5.1
> \[77ba4419\] NaNMath v1.0.2
> \[8913a72c\] NonlinearSolve v3.15.1
> \[510215fc\] Observables v0.5.5
> \[6fe1bfb0\] OffsetArrays v1.14.1
> \[4d8831e6\] OpenSSL v1.4.3
> \[429524aa\] Optim v1.9.4
> \[bac558e1\] OrderedCollections v1.6.3
> \[1dea7af3\] OrdinaryDiffEq v6.89.0
> \[89bda076\] OrdinaryDiffEqAdamsBashforthMoulton v1.1.0
> \[6ad6398a\] OrdinaryDiffEqBDF v1.1.2
> \[bbf590c4\] OrdinaryDiffEqCore v1.9.0
> \[50262376\] OrdinaryDiffEqDefault v1.1.0
> \[4302a76b\] OrdinaryDiffEqDifferentiation v1.1.0
> \[9286f039\] OrdinaryDiffEqExplicitRK v1.1.0
> \[e0540318\] OrdinaryDiffEqExponentialRK v1.1.0
> \[becaefa8\] OrdinaryDiffEqExtrapolation v1.2.1
> \[5960d6e9\] OrdinaryDiffEqFIRK v1.2.0
> \[101fe9f7\] OrdinaryDiffEqFeagin v1.1.0
> \[d3585ca7\] OrdinaryDiffEqFunctionMap v1.1.1
> \[d28bc4f8\] OrdinaryDiffEqHighOrderRK v1.1.0
> \[9f002381\] OrdinaryDiffEqIMEXMultistep v1.1.0
> \[521117fe\] OrdinaryDiffEqLinear v1.1.0
> \[1344f307\] OrdinaryDiffEqLowOrderRK v1.2.0
> \[b0944070\] OrdinaryDiffEqLowStorageRK v1.2.1
> \[127b3ac7\] OrdinaryDiffEqNonlinearSolve v1.2.1
> \[c9986a66\] OrdinaryDiffEqNordsieck v1.1.0
> \[5dd0a6cf\] OrdinaryDiffEqPDIRK v1.1.0
> \[5b33eab2\] OrdinaryDiffEqPRK v1.1.0
> \[04162be5\] OrdinaryDiffEqQPRK v1.1.0
> \[af6ede74\] OrdinaryDiffEqRKN v1.1.0
> \[43230ef6\] OrdinaryDiffEqRosenbrock v1.2.0
> \[2d112036\] OrdinaryDiffEqSDIRK v1.1.0
> \[669c94d9\] OrdinaryDiffEqSSPRK v1.2.0
> \[e3e12d00\] OrdinaryDiffEqStabilizedIRK v1.1.0
> \[358294b1\] OrdinaryDiffEqStabilizedRK v1.1.0
> \[fa646aed\] OrdinaryDiffEqSymplecticRK v1.1.0
> \[b1df2697\] OrdinaryDiffEqTsit5 v1.1.0
> \[79d7bb75\] OrdinaryDiffEqVerner v1.1.1
> \[90014a1f\] PDMats v0.11.31
> \[65ce6f38\] PackageExtensionCompat v1.0.2
> \[d96e819e\] Parameters v0.12.3
> \[69de0a69\] Parsers v2.8.1
> \[fa939f87\] Pidfile v1.3.0
> \[b98c9c47\] Pipe v1.3.0
> \[ccf2f8ad\] PlotThemes v3.3.0
> \[995b91a9\] PlotUtils v1.4.2
> \[a03496cd\] PlotlyBase v0.8.19
> \[f0f68f2c\] PlotlyJS v0.18.14
> \[f2990250\] PlotlyKaleido v2.2.5
> \[91a5bcdd\] Plots v1.40.8
> \[e409e4f3\] PoissonRandom v0.4.4
> \[f517fe37\] Polyester v0.7.16
> \[1d0040c9\] PolyesterWeave v0.2.2
> \[f27b6e38\] Polynomials v4.0.11
> \[2dfb63ee\] 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
> \[27ebfcd6\] Primes v0.5.6
> \[43287f4e\] PtrArrays v1.2.1
> \[1fd47b50\] QuadGK v2.11.1
> \[74087812\] Random123 v1.7.0
> \[e6cf234a\] RandomNumbers v1.6.0
> \[c84ed2f1\] Ratios v0.4.5
> \[3cdcf5f2\] RecipesBase v1.3.4
> \[01d81517\] RecipesPipeline v0.6.12
> \[731186ca\] RecursiveArrayTools v3.27.2
> \[f2c3362d\] RecursiveFactorization v0.2.23
> \[189a3867\] Reexport v1.2.2
> \[05181044\] RelocatableFolders v1.0.1
> \[ae029012\] Requires v1.3.0
> \[ae5879a3\] ResettableStacks v1.1.1
> \[79098fc4\] Rmath v0.8.0
> \[47965b36\] RootedTrees v2.23.1
> \[7e49a35a\] RuntimeGeneratedFunctions v0.5.13
> \[94e857df\] SIMDTypes v0.1.0
> \[476501e8\] SLEEFPirates v0.6.43
> \[0bca4576\] SciMLBase v2.58.0
> ⌃ \[19f34311\] SciMLJacobianOperators v0.1.0
> \[c0aeaf25\] SciMLOperators v0.3.11
> \[53ae85a6\] SciMLStructures v1.5.0
> \[6c6a2e73\] Scratch v1.2.1
> \[91c51154\] SentinelArrays v1.4.6
> \[efcf1570\] Setfield v1.1.1
> \[992d4aef\] Showoff v1.0.3
> \[777ac1f9\] SimpleBufferStream v1.2.0
> \[727e6d20\] SimpleNonlinearSolve v1.12.3
> \[699a6c99\] SimpleTraits v0.9.4
> \[ce78b400\] SimpleUnPack v1.1.0
> \[b85f4697\] SoftGlobalScope v1.1.0
> \[a2af1166\] SortingAlgorithms v1.2.1
> \[9f842d2f\] SparseConnectivityTracer v0.6.8
> \[47a9eef4\] SparseDiffTools v2.23.0
> \[0a514795\] SparseMatrixColorings v0.4.8
> \[e56a9233\] Sparspak v0.3.9
> \[276daf66\] SpecialFunctions v2.4.0
> \[860ef19b\] StableRNGs v1.0.2
> \[aedffcd0\] Static v1.1.1
> \[0d7ed370\] StaticArrayInterface v1.8.0
> \[90137ffa\] StaticArrays v1.9.8
> \[1e83bf80\] StaticArraysCore v1.4.3
> \[10745b16\] Statistics v1.11.1
> \[82ae8749\] StatsAPI v1.7.0
> \[2913bbd2\] StatsBase v0.34.3
> \[4c63d2b9\] StatsFuns v1.3.2
> \[9672c7b4\] SteadyStateDiffEq v2.4.1
> \[789caeaf\] StochasticDiffEq v6.70.0
> \[7792a7ef\] StrideArraysCore v0.5.7
> \[892a3eda\] StringManipulation v0.4.0
> \[c3572dad\] Sundials v4.26.0
> \[2efcf032\] SymbolicIndexingInterface v0.3.34
> \[19f23fe9\] SymbolicLimits v0.2.2
> \[d1185830\] SymbolicUtils v3.7.2
> ⌃ \[0c5d862f\] Symbolics v6.16.0
> \[3783bdb8\] TableTraits v1.0.1
> \[bd369af6\] Tables v1.12.0
> \[62fd8b95\] TensorCore v0.1.1
> \[8ea1fca8\] TermInterface v2.0.0
> \[1c621080\] TestItems v1.0.0
> \[8290d209\] ThreadingUtilities v0.5.2
> \[a759f4b9\] TimerOutputs v0.5.25
> \[0796e94c\] Tokenize v0.5.29
> \[3bb67fe8\] TranscodingStreams v0.11.3
> \[d5829a12\] TriangularSolve v0.2.1
> \[410a4b4d\] Tricks v0.1.9
> \[781d530d\] TruncatedStacktraces v1.4.0
> \[5c2747f8\] URIs v1.5.1
> \[3a884ed6\] UnPack v1.0.2
> \[1cfade01\] UnicodeFun v0.4.1
> \[1986cc42\] Unitful v1.21.0
> \[45397f5d\] UnitfulLatexify v1.6.4
> \[a7c27f48\] Unityper v0.1.6
> \[41fe7b60\] Unzip v0.2.0
> ⌃ \[3d5dd08c\] VectorizationBase v0.21.70
> \[81def892\] VersionParsing v1.3.0
> \[19fa3120\] VertexSafeGraphs v0.2.0
> \[0f1e0344\] WebIO v0.8.21
> \[104b5d7c\] WebSockets v1.6.0
> \[cc8bc4a8\] Widgets v0.6.6
> \[efce3f68\] WoodburyMatrices v1.0.0
> \[c2297ded\] ZMQ v1.3.0
> \[6e34b625\] Bzip2\_jll v1.0.8+2
> \[83423d85\] Cairo\_jll v1.18.2+1
> \[ee1fde0b\] Dbus\_jll v1.14.10+0
> \[2702e6a9\] EpollShim\_jll v0.0.20230411+0
> \[2e619515\] Expat\_jll v2.6.2+0
> ⌅ \[b22a6f82\] FFMPEG\_jll v4.4.4+1
> \[a3f928ae\] Fontconfig\_jll v2.13.96+0
> \[d7e528f0\] FreeType2\_jll v2.13.2+0
> \[559328eb\] FriBidi\_jll v1.0.14+0
> \[0656b61e\] GLFW\_jll v3.4.0+1
> \[d2c73de3\] GR\_jll v0.73.8+0
> \[78b55507\] Gettext\_jll v0.21.0+0
> \[7746bdde\] Glib\_jll v2.80.5+0
> \[3b182d85\] Graphite2\_jll v1.3.14+0
> \[2e76f6c2\] HarfBuzz\_jll v8.3.1+0
> \[1d5cc7b8\] IntelOpenMP\_jll v2024.2.1+0
> \[aacddb02\] JpegTurbo\_jll v3.0.4+0
> \[f7e6163d\] Kaleido\_jll v0.2.1+0
> \[c1c5ebd0\] LAME\_jll v3.100.2+0
> \[88015f11\] LERC\_jll v4.0.0+0
> \[1d63c593\] LLVMOpenMP\_jll v18.1.7+0
> \[dd4b983a\] LZO\_jll v2.10.2+1
> ⌅ \[e9f186c6\] Libffi\_jll v3.2.2+1
> \[d4300ac3\] Libgcrypt\_jll v1.11.0+0
> \[7e76a0d4\] Libglvnd\_jll v1.6.0+0
> \[7add5ba3\] Libgpg\_error\_jll v1.50.0+0
> \[94ce4f54\] Libiconv\_jll v1.17.0+1
> \[4b2f31a3\] Libmount\_jll v2.40.1+0
> \[89763e89\] Libtiff\_jll v4.7.0+0
> \[38a345b3\] Libuuid\_jll v2.40.1+0
> \[856f044c\] MKL\_jll v2024.2.0+0
> \[e7412a2a\] Ogg\_jll v1.3.5+1
> \[458c3c95\] OpenSSL\_jll v3.0.15+1
> \[efe28fd5\] OpenSpecFun\_jll v0.5.5+0
> \[91d4177d\] Opus\_jll v1.3.3+0
> \[36c8627f\] Pango\_jll v1.54.1+0
> \[30392449\] Pixman\_jll v0.43.4+0
> \[c0090381\] Qt6Base\_jll v6.7.1+1
> \[629bc702\] Qt6Declarative\_jll v6.7.1+2
> \[ce943373\] Qt6ShaderTools\_jll v6.7.1+1
> \[e99dba38\] Qt6Wayland\_jll v6.7.1+1
> \[f50d1b31\] Rmath\_jll v0.5.1+0
> ⌅ \[fb77eaff\] Sundials\_jll v5.2.3+0
> \[a44049a8\] Vulkan\_Loader\_jll v1.3.243+0
> \[a2964d1f\] Wayland\_jll v1.21.0+1
> \[2381bf8a\] Wayland\_protocols\_jll v1.31.0+0
> \[02c8fc9c\] XML2\_jll v2.13.4+0
> \[aed1982a\] XSLT\_jll v1.1.41+0
> \[ffd25f8a\] XZ\_jll v5.6.3+0
> \[f67eecfb\] Xorg\_libICE\_jll v1.1.1+0
> \[c834827a\] Xorg\_libSM\_jll v1.2.4+0
> \[4f6342f7\] Xorg\_libX11\_jll v1.8.6+0
> \[0c0b7dd1\] Xorg\_libXau\_jll v1.0.11+0
> \[935fb764\] Xorg\_libXcursor\_jll v1.2.0+4
> \[a3789734\] Xorg\_libXdmcp\_jll v1.1.4+0
> \[1082639a\] Xorg\_libXext\_jll v1.3.6+0
> \[d091e8ba\] Xorg\_libXfixes\_jll v5.0.3+4
> \[a51aa0fd\] Xorg\_libXi\_jll v1.7.10+4
> \[d1454406\] Xorg\_libXinerama\_jll v1.1.4+4
> \[ec84b674\] Xorg\_libXrandr\_jll v1.5.2+4
> \[ea2f1a96\] Xorg\_libXrender\_jll v0.9.11+0
> \[14d82f49\] Xorg\_libpthread\_stubs\_jll v0.1.1+0
> \[c7cfdc94\] Xorg\_libxcb\_jll v1.17.0+0
> \[cc61e674\] Xorg\_libxkbfile\_jll v1.1.2+0
> \[e920d4aa\] Xorg\_xcb\_util\_cursor\_jll v0.1.4+0
> \[12413925\] Xorg\_xcb\_util\_image\_jll v0.4.0+1
> \[2def613f\] Xorg\_xcb\_util\_jll v0.4.0+1
> \[975044d2\] Xorg\_xcb\_util\_keysyms\_jll v0.4.0+1
> \[0d47668e\] Xorg\_xcb\_util\_renderutil\_jll v0.3.9+1
> \[c22f9ab0\] Xorg\_xcb\_util\_wm\_jll v0.4.1+1
> \[35661453\] Xorg\_xkbcomp\_jll v1.4.6+0
> \[33bec58e\] Xorg\_xkeyboard\_config\_jll v2.39.0+0
> \[c5fb5394\] Xorg\_xtrans\_jll v1.5.0+0
> \[8f1865be\] ZeroMQ\_jll v4.3.5+1
> \[3161d3a3\] Zstd\_jll v1.5.6+1
> \[35ca27e7\] eudev\_jll v3.2.9+0
> \[214eeab7\] fzf\_jll v0.53.0+0
> \[1a1c6b14\] gperf\_jll v3.1.1+0
> \[a4ae2306\] libaom\_jll v3.9.0+0
> \[0ac62f75\] libass\_jll v0.15.2+0
> \[1183f4f0\] libdecor\_jll v0.2.2+0
> \[2db6ffa8\] libevdev\_jll v1.11.0+0
> \[f638f0a6\] libfdk\_aac\_jll v2.0.3+0
> \[36db933b\] libinput\_jll v1.18.0+0
> \[b53b4c65\] libpng\_jll v1.6.44+0
> \[a9144af2\] libsodium\_jll v1.0.20+1
> \[f27f6e37\] libvorbis\_jll v1.3.7+2
> \[009596ad\] mtdev\_jll v1.1.6+0
> \[1317d2d5\] oneTBB\_jll v2021.12.0+0
> ⌅ \[1270edf5\] x264\_jll v2021.5.5+0
> ⌅ \[dfaa095f\] x265\_jll v3.5.0+0
> \[d8fb68d0\] xkbcommon\_jll v1.4.1+1
> \[0dad84c5\] 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 v1.6.0
> \[7b1f6079\] FileWatching v1.11.0
> \[9fa8497b\] Future v1.11.0
> \[b77e0a4c\] InteractiveUtils v1.11.0
> \[4af54fe1\] LazyArtifacts v1.11.0
> \[b27032c2\] LibCURL v0.6.4
> \[76f85450\] LibGit2 v1.11.0
> \[8f399da3\] Libdl v1.11.0
> \[37e2e46d\] LinearAlgebra v1.11.0
> \[56ddb016\] Logging v1.11.0
> \[d6f4376e\] Markdown v1.11.0
> \[a63ad114\] Mmap v1.11.0
> \[ca575930\] NetworkOptions v1.2.0
> \[44cfe95a\] Pkg v1.11.0
> \[de0858da\] Printf v1.11.0
> \[3fa0cd96\] REPL v1.11.0
> \[9a3f8284\] Random v1.11.0
> \[ea8e919c\] SHA v0.7.0
> \[9e88b42a\] Serialization v1.11.0
> \[1a1011a3\] SharedArrays v1.11.0
> \[6462fe0b\] Sockets v1.11.0
> \[2f01184e\] SparseArrays v1.11.0
> \[f489334b\] 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 v1.1.1+0
> \[deac9b47\] LibCURL\_jll v8.6.0+0
> \[e37daf67\] LibGit2\_jll v1.7.2+0
> \[29816b5a\] LibSSH2\_jll v1.11.0+1
> \[c8ffd9c3\] MbedTLS\_jll v2.28.6+0
> \[14a3606d\] MozillaCACerts\_jll v2023.12.12
> \[4536629a\] OpenBLAS\_jll v0.3.27+1
> \[05823500\] OpenLibm\_jll v0.8.1+2
> \[efcefdf7\] PCRE2\_jll v10.42.0+1
> \[bea87d4a\] SuiteSparse\_jll v7.7.0+0
> \[83775a58\] Zlib\_jll v1.2.13+1
> \[8e850b90\] libblastrampoline\_jll v5.11.0+0
> \[8e850ede\] nghttp2\_jll v1.59.0+0
> \[3f19e933\] p7zip\_jll v17.4.0+2
> \`\`\`
> 
> - Output of \`versioninfo()\`
> 
> \`\`\`julia
> Julia Version 1.11.1
> Commit 8f5b7ca12ad (2024-10-16 10:53 UTC)
> Build Info:
> Official https://julialang.org/ release
> Platform Info:
> OS: Linux (x86\_64-linux-gnu)
> CPU: 24 × AMD Ryzen 9 5900X 12-Core Processor
> WORD\_SIZE: 64
> LLVM: libLLVM-16.0.6 (ORCJIT, znver3)
> Threads: 1 default, 0 interactive, 1 GC (on 24 virtual cores)
> \`\`\`
> 
> \*\*Additional context\*\*
> 
> Add any other context about the problem here.

Sorry for the late reply!