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Unable to get full matrix whose columns is the solution to an ODE with newer version of RecursiveArrayTools. #1021

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DanielHolleufer opened this issue Mar 6, 2024 · 2 comments
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@DanielHolleufer
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DanielHolleufer commented Mar 6, 2024

Describe the bug 🐞

In newer version of DifferentialEquations.jl and RecursiveArrayTools.jl I am unable to get the matrix whose columns correspond to the solution at certain time steps using sol[:, :], where sol is the output of solve(ODEProblem). Instead it throws an AssertionError (written below). I am still able to get specific columns out with sol[:, 1] or sol[:, end]. I only get an error when trying to get the full matrix sol[:, :].

Expected behavior

Here is an example that works in DifferentialEquations.jl v7.12.0 and RecursiveArrayTools.jl v3.10.0 on a Windows 11 PC with Julia 1.10.1.

using DifferentialEquations

function f!(du, u, p, t)
    du[1] = u[2]
    du[2] = -u[1]
end

u0 = [1.0; 0.0]
tspan = (0.0, 10.0)
prob = ODEProblem(f!, u0, tspan)
sol = solve(prob)
u = sol[:, :]

The output is

2×22 Matrix{Float64}:
 1.0   1.0           0.99994     0.996813    0.971246   0.886414   0.70578    0.383645  -0.0594364    0.549492  0.959565   0.874642   0.33484   -0.469997  -0.943144  -0.870614  -0.839023
 0.0  -0.000999001  -0.0109888  -0.0797744  -0.23808   -0.462893  -0.708431  -0.923481  -0.998232      0.835517  0.281561  -0.484848  -0.942323  -0.882749  -0.332628   0.4922     0.544306

Minimal Reproducible Example 👇

Running the same example again, this time with DifferentialEquations.jl v7.13.0 and RecursiveArrayTools.jl v3.10.1 on a MacOs 14.3.1 also with Julia 1.10.1 I get an AssertionError from RecursiveArrayTools.jl

using DifferentialEquations

function f!(du, u, p, t)
    du[1] = u[2]
    du[2] = -u[1]
end

u0 = [1.0; 0.0]
tspan = (0.0, 10.0)
prob = ODEProblem(f!, u0, tspan)
sol = solve(prob)
u = sol[:, :]

Error & Stacktrace ⚠️

ERROR: AssertionError: length(I) == ndims(A.u)
Stacktrace:
 [1] _getindex
   @ ~/.julia/packages/RecursiveArrayTools/dzBRE/src/vector_of_array.jl:309 [inlined]
 [2] getindex(A::ODESolution{…}, _arg::Function, args::Function)
   @ RecursiveArrayTools ~/.julia/packages/RecursiveArrayTools/dzBRE/src/vector_of_array.jl:435
 [3] top-level scope
   @ REPL[9]:1
Some type information was truncated. Use `show(err)` to see complete types.

Environment (please complete the following information):
Here is the environment info in the case where i get an AssertionError. Below all this, I provide equivalent info for when I get the expected output.

  • Output of using Pkg; Pkg.status()
`~/.julia/environments/v1.10/Project.toml`
  [6e4b80f9] BenchmarkTools v1.5.0
  [336ed68f] CSV v0.10.13
  [13f3f980] CairoMakie v0.11.9
  [a93c6f00] DataFrames v1.6.1
  [8bb1440f] DelimitedFiles v1.9.1
⌅ [459566f4] DiffEqCallbacks v2.37.0
  [0c46a032] DifferentialEquations v7.13.0
  [31c24e10] Distributions v0.25.107
  [e9467ef8] GLMakie v0.9.9
  [b964fa9f] LaTeXStrings v1.3.1
  [5fb14364] OhMyREPL v0.5.24
  [91a5bcdd] Plots v1.40.1
  [6e0679c1] QuantumOptics v1.0.15
  [bd369af6] Tables v1.11.1
  [10745b16] Statistics v1.10.0
Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated`
  • Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
`~/.julia/environments/v1.10/Manifest.toml`
  [47edcb42] ADTypes v0.2.6
  [621f4979] AbstractFFTs v1.5.0
  [398f06c4] AbstractLattices v0.3.0
  [1520ce14] AbstractTrees v0.4.5
⌅ [79e6a3ab] Adapt v3.7.2
  [27a7e980] Animations v0.4.1
⌅ [ec485272] ArnoldiMethod v0.2.0
⌅ [7d9fca2a] Arpack v0.5.3
⌃ [4fba245c] ArrayInterface v7.7.1
  [4c555306] ArrayLayouts v1.6.1
  [67c07d97] Automa v1.0.3
  [13072b0f] AxisAlgorithms v1.1.0
  [39de3d68] AxisArrays v0.4.7
  [aae01518] BandedMatrices v1.5.0
  [6e4b80f9] BenchmarkTools v1.5.0
  [d1d4a3ce] BitFlags v0.1.8
  [62783981] BitTwiddlingConvenienceFunctions v0.1.5
  [764a87c0] BoundaryValueDiffEq v5.6.3
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.4
  [336ed68f] CSV v0.10.13
  [159f3aea] Cairo v1.0.5
  [13f3f980] CairoMakie v0.11.9
  [49dc2e85] Calculus v0.5.1
  [d360d2e6] ChainRulesCore v1.23.0
  [fb6a15b2] CloseOpenIntervals v0.1.12
  [523fee87] CodecBzip2 v0.8.2
  [944b1d66] CodecZlib v0.7.4
  [a2cac450] ColorBrewer v0.4.0
  [35d6a980] ColorSchemes v3.24.0
  [3da002f7] ColorTypes v0.11.4
  [c3611d14] ColorVectorSpace v0.10.0
  [5ae59095] Colors v0.12.10
  [861a8166] Combinatorics v1.0.2
  [38540f10] CommonSolve v0.2.4
  [bbf7d656] CommonSubexpressions v0.3.0
  [34da2185] Compat v4.14.0
  [2569d6c7] ConcreteStructs v0.2.3
  [f0e56b4a] ConcurrentUtilities v2.3.1
  [187b0558] ConstructionBase v1.5.4
  [d38c429a] Contour v0.6.2
  [adafc99b] CpuId v0.3.1
  [a8cc5b0e] Crayons v4.1.1
  [9a962f9c] DataAPI v1.16.0
  [a93c6f00] DataFrames v1.6.1
  [864edb3b] DataStructures v0.18.18
  [e2d170a0] DataValueInterfaces v1.0.0
  [927a84f5] DelaunayTriangulation v0.8.12
  [bcd4f6db] DelayDiffEq v5.47.1
  [8bb1440f] DelimitedFiles v1.9.1
⌃ [2b5f629d] DiffEqBase v6.147.3
⌅ [459566f4] DiffEqCallbacks v2.37.0
  [77a26b50] DiffEqNoiseProcess v5.21.0
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [0c46a032] DifferentialEquations v7.13.0
  [b4f34e82] Distances v0.10.11
  [31c24e10] Distributions v0.25.107
  [ffbed154] DocStringExtensions v0.9.3
  [fa6b7ba4] DualNumbers v0.6.8
  [4e289a0a] EnumX v1.0.4
⌃ [f151be2c] EnzymeCore v0.6.5
  [429591f6] ExactPredicates v2.2.8
  [460bff9d] ExceptionUnwrapping v0.1.10
  [d4d017d3] ExponentialUtilities v1.26.1
  [e2ba6199] ExprTools v0.1.10
  [411431e0] Extents v0.1.2
  [c87230d0] FFMPEG v0.4.1
  [7a1cc6ca] FFTW v1.8.0
  [9d29842c] FastAlmostBandedMatrices v0.1.0
  [7034ab61] FastBroadcast v0.2.8
  [9aa1b823] FastClosures v0.3.2
  [7868e603] FastExpm v1.1.0
  [442a2c76] FastGaussQuadrature v1.0.2
  [29a986be] FastLapackInterface v2.0.2
  [5789e2e9] FileIO v1.16.2
  [8fc22ac5] FilePaths v0.8.3
  [48062228] FilePathsBase v0.9.21
  [1a297f60] FillArrays v1.9.3
  [6a86dc24] FiniteDiff v2.22.0
  [53c48c17] FixedPointNumbers v0.8.4
  [1fa38f19] Format v1.3.6
  [f6369f11] ForwardDiff v0.10.36
  [b38be410] FreeType v4.1.1
  [663a7486] FreeTypeAbstraction v0.10.1
  [069b7b12] FunctionWrappers v1.1.3
  [77dc65aa] FunctionWrappersWrappers v0.1.3
  [d9f16b24] Functors v0.4.7
  [f7f18e0c] GLFW v3.4.1
  [e9467ef8] GLMakie v0.9.9
⌃ [46192b85] GPUArraysCore v0.1.5
  [28b8d3ca] GR v0.73.2
  [92c85e6c] GSL v1.0.1
  [c145ed77] GenericSchur v0.5.3
  [cf35fbd7] GeoInterface v1.3.3
  [5c1252a2] GeometryBasics v0.4.10
  [a2bd30eb] Graphics v1.1.2
  [86223c79] Graphs v1.9.0
  [3955a311] GridLayoutBase v0.10.0
  [42e2da0e] Grisu v1.0.2
  [cd3eb016] HTTP v1.10.3
  [f0d1745a] HalfIntegers v1.5.1
  [3e5b6fbb] HostCPUFeatures v0.1.16
  [34004b35] HypergeometricFunctions v0.3.23
  [615f187c] IfElse v0.1.1
  [2803e5a7] ImageAxes v0.6.11
  [c817782e] ImageBase v0.1.7
  [a09fc81d] ImageCore v0.10.2
  [82e4d734] ImageIO v0.6.7
  [bc367c6b] ImageMetadata v0.9.9
  [9b13fd28] IndirectArrays v1.0.0
  [d25df0c9] Inflate v0.1.4
  [842dd82b] InlineStrings v1.4.0
  [18e54dd8] IntegerMathUtils v0.1.2
  [a98d9a8b] Interpolations v0.15.1
  [d1acc4aa] IntervalArithmetic v0.22.8
  [8197267c] IntervalSets v0.7.10
  [41ab1584] InvertedIndices v1.3.0
  [92d709cd] IrrationalConstants v0.2.2
  [f1662d9f] Isoband v0.1.1
  [c8e1da08] IterTools v1.10.0
  [42fd0dbc] IterativeSolvers v0.9.4
  [82899510] IteratorInterfaceExtensions v1.0.0
  [1019f520] JLFzf v0.1.7
  [692b3bcd] JLLWrappers v1.5.0
  [682c06a0] JSON v0.21.4
  [b835a17e] JpegTurbo v0.1.5
  [70703baa] JuliaSyntax v0.4.8
  [ccbc3e58] JumpProcesses v9.10.1
⌅ [ef3ab10e] KLU v0.4.1
  [5ab0869b] KernelDensity v0.6.8
  [ba0b0d4f] Krylov v0.9.5
  [0b1a1467] KrylovKit v0.6.1
  [8ac3fa9e] LRUCache v1.6.1
  [b964fa9f] LaTeXStrings v1.3.1
  [23fbe1c1] Latexify v0.16.2
  [10f19ff3] LayoutPointers v0.1.15
  [5078a376] LazyArrays v1.8.3
  [8cdb02fc] LazyModules v0.3.1
  [2d8b4e74] LevyArea v1.0.0
  [9c8b4983] LightXML v0.9.1
  [d3d80556] LineSearches v7.2.0
  [9b3f67b0] LinearAlgebraX v0.2.7
  [7a12625a] LinearMaps v3.11.2
⌃ [7ed4a6bd] LinearSolve v2.22.1
  [2ab3a3ac] LogExpFunctions v0.3.27
  [e6f89c97] LoggingExtras v1.0.3
  [bdcacae8] LoopVectorization v0.12.166
  [1914dd2f] MacroTools v0.5.13
  [ee78f7c6] Makie v0.20.8
  [20f20a25] MakieCore v0.7.3
  [d125e4d3] ManualMemory v0.1.8
  [dbb5928d] MappedArrays v0.4.2
  [b8f27783] MathOptInterface v1.27.0
  [0a4f8689] MathTeXEngine v0.5.7
  [a3b82374] MatrixFactorizations v2.1.0
  [bb5d69b7] MaybeInplace v0.1.1
  [739be429] MbedTLS v1.1.9
  [442fdcdd] Measures v0.3.2
  [7269a6da] MeshIO v0.4.11
  [e1d29d7a] Missings v1.1.0
  [66fc600b] ModernGL v1.1.7
  [7475f97c] Mods v2.2.4
  [e94cdb99] MosaicViews v0.3.4
  [46d2c3a1] MuladdMacro v0.2.4
  [3b2b4ff1] Multisets v0.4.4
  [d8a4904e] MutableArithmetics v1.4.1
  [d41bc354] NLSolversBase v7.8.3
  [2774e3e8] NLsolve v4.5.1
  [77ba4419] NaNMath v1.0.2
  [f09324ee] Netpbm v1.1.1
  [8913a72c] NonlinearSolve v3.7.3
  [510215fc] Observables v0.5.5
  [6fe1bfb0] OffsetArrays v1.13.0
  [5fb14364] OhMyREPL v0.5.24
  [52e1d378] OpenEXR v0.3.2
  [4d8831e6] OpenSSL v1.4.2
  [429524aa] Optim v1.9.2
  [bac558e1] OrderedCollections v1.6.3
  [1dea7af3] OrdinaryDiffEq v6.74.0
  [90014a1f] PDMats v0.11.31
  [f57f5aa1] PNGFiles v0.4.3
  [65ce6f38] PackageExtensionCompat v1.0.2
  [19eb6ba3] Packing v0.5.0
  [5432bcbf] PaddedViews v0.5.12
  [d96e819e] Parameters v0.12.3
  [69de0a69] Parsers v2.8.1
  [2ae35dd2] Permutations v0.4.20
  [3bbf5609] PikaParser v0.6.1
  [b98c9c47] Pipe v1.3.0
  [eebad327] PkgVersion v0.3.3
  [ccf2f8ad] PlotThemes v3.1.0
  [995b91a9] PlotUtils v1.4.1
  [91a5bcdd] Plots v1.40.1
  [e409e4f3] PoissonRandom v0.4.4
  [f517fe37] Polyester v0.7.9
  [1d0040c9] PolyesterWeave v0.2.1
  [647866c9] PolygonOps v0.1.2
  [f27b6e38] Polynomials v4.0.6
  [2dfb63ee] PooledArrays v1.4.3
  [85a6dd25] PositiveFactorizations v0.2.4
  [d236fae5] PreallocationTools v0.4.20
  [aea7be01] PrecompileTools v1.2.0
  [21216c6a] Preferences v1.4.3
  [08abe8d2] PrettyTables v2.3.1
  [27ebfcd6] Primes v0.5.6
  [92933f4c] ProgressMeter v1.10.0
  [4b34888f] QOI v1.0.0
  [1fd47b50] QuadGK v2.9.4
  [5717a53b] QuantumInterface v0.3.4
  [6e0679c1] QuantumOptics v1.0.15
  [4f57444f] QuantumOpticsBase v0.4.21
  [74087812] Random123 v1.7.0
  [2576dda1] RandomMatrices v0.5.4
  [e6cf234a] RandomNumbers v1.5.3
  [b3c3ace0] RangeArrays v0.3.2
  [308eb6b3] RationalRoots v0.2.1
  [c84ed2f1] Ratios v0.4.5
  [3cdcf5f2] RecipesBase v1.3.4
  [01d81517] RecipesPipeline v0.6.12
  [731186ca] RecursiveArrayTools v3.10.1
  [f2c3362d] RecursiveFactorization v0.2.21
  [189a3867] Reexport v1.2.2
  [05181044] RelocatableFolders v1.0.1
  [ae029012] Requires v1.3.0
  [ae5879a3] ResettableStacks v1.1.1
  [286e9d63] RingLists v0.2.8
  [79098fc4] Rmath v0.7.1
  [5eaf0fd0] RoundingEmulator v0.2.1
  [7e49a35a] RuntimeGeneratedFunctions v0.5.12
  [94e857df] SIMDTypes v0.1.0
  [476501e8] SLEEFPirates v0.6.42
  [0bca4576] SciMLBase v2.29.0
  [c0aeaf25] SciMLOperators v0.3.8
  [6c6a2e73] Scratch v1.2.1
  [91c51154] SentinelArrays v1.4.1
  [efcf1570] Setfield v1.1.1
  [65257c39] ShaderAbstractions v0.4.1
  [992d4aef] Showoff v1.0.3
  [73760f76] SignedDistanceFields v0.4.0
  [777ac1f9] SimpleBufferStream v1.1.0
  [55797a34] SimpleGraphs v0.8.6
  [727e6d20] SimpleNonlinearSolve v1.5.0
  [ec83eff0] SimplePartitions v0.3.2
  [cc47b68c] SimplePolynomials v0.2.17
  [a6525b86] SimpleRandom v0.3.1
  [699a6c99] SimpleTraits v0.9.4
  [ce78b400] SimpleUnPack v1.1.0
  [45858cf5] Sixel v0.1.3
  [a2af1166] SortingAlgorithms v1.2.1
  [47a9eef4] SparseDiffTools v2.17.0
  [e56a9233] Sparspak v0.3.9
  [276daf66] SpecialFunctions v2.3.1
  [c5dd0088] StableHashTraits v1.1.8
  [cae243ae] StackViews v0.1.1
  [aedffcd0] Static v0.8.10
  [0d7ed370] StaticArrayInterface v1.5.0
  [90137ffa] StaticArrays v1.9.3
  [1e83bf80] StaticArraysCore v1.4.2
  [82ae8749] StatsAPI v1.7.0
  [2913bbd2] StatsBase v0.34.2
  [4c63d2b9] StatsFuns v1.3.1
⌃ [9672c7b4] SteadyStateDiffEq v2.0.1
  [789caeaf] StochasticDiffEq v6.65.1
  [7792a7ef] StrideArraysCore v0.5.2
  [5e0ebb24] Strided v2.0.4
  [4db3bf67] StridedViews v0.2.2
  [892a3eda] StringManipulation v0.3.4
  [09ab397b] StructArrays v0.6.18
  [c3572dad] Sundials v4.24.0
  [2efcf032] SymbolicIndexingInterface v0.3.8
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.11.1
  [62fd8b95] TensorCore v0.1.1
  [8290d209] ThreadingUtilities v0.5.2
⌅ [731e570b] TiffImages v0.6.8
  [a759f4b9] TimerOutputs v0.5.23
  [3bb67fe8] TranscodingStreams v0.10.4
  [d5829a12] TriangularSolve v0.1.20
  [410a4b4d] Tricks v0.1.8
  [981d1d27] TriplotBase v0.1.0
  [781d530d] TruncatedStacktraces v1.4.0
  [9d95972d] TupleTools v1.5.0
  [5c2747f8] URIs v1.5.1
  [3a884ed6] UnPack v1.0.2
  [1cfade01] UnicodeFun v0.4.1
  [1986cc42] Unitful v1.19.0
  [45397f5d] UnitfulLatexify v1.6.3
  [c4a57d5a] UnsafeArrays v1.0.5
  [41fe7b60] Unzip v0.2.0
  [3d5dd08c] VectorizationBase v0.21.65
  [19fa3120] VertexSafeGraphs v0.2.0
  [ea10d353] WeakRefStrings v1.4.2
  [9f57e263] WignerSymbols v2.0.0
  [efce3f68] WoodburyMatrices v1.0.0
  [76eceee3] WorkerUtilities v1.6.1
⌅ [68821587] Arpack_jll v3.5.1+1
  [6e34b625] Bzip2_jll v1.0.8+1
  [4e9b3aee] CRlibm_jll v1.0.1+0
  [83423d85] Cairo_jll v1.16.1+1
  [5ae413db] EarCut_jll v2.2.4+0
  [2702e6a9] EpollShim_jll v0.0.20230411+0
  [2e619515] Expat_jll v2.5.0+0
⌅ [b22a6f82] FFMPEG_jll v4.4.4+1
  [f5851436] FFTW_jll v3.3.10+0
  [a3f928ae] Fontconfig_jll v2.13.93+0
  [d7e528f0] FreeType2_jll v2.13.1+0
  [559328eb] FriBidi_jll v1.0.10+0
  [0656b61e] GLFW_jll v3.3.9+0
  [d2c73de3] GR_jll v0.73.2+0
  [1b77fbbe] GSL_jll v2.7.2+0
  [78b55507] Gettext_jll v0.21.0+0
  [7746bdde] Glib_jll v2.76.5+0
  [3b182d85] Graphite2_jll v1.3.14+0
  [2e76f6c2] HarfBuzz_jll v2.8.1+1
  [905a6f67] Imath_jll v3.1.7+0
  [1d5cc7b8] IntelOpenMP_jll v2024.0.2+0
  [aacddb02] JpegTurbo_jll v3.0.2+0
  [c1c5ebd0] LAME_jll v3.100.1+0
  [88015f11] LERC_jll v3.0.0+1
  [1d63c593] LLVMOpenMP_jll v15.0.7+0
  [dd4b983a] LZO_jll v2.10.1+0
⌅ [e9f186c6] Libffi_jll v3.2.2+1
  [d4300ac3] Libgcrypt_jll v1.8.7+0
  [7e76a0d4] Libglvnd_jll v1.6.0+0
  [7add5ba3] Libgpg_error_jll v1.42.0+0
  [94ce4f54] Libiconv_jll v1.17.0+0
  [4b2f31a3] Libmount_jll v2.35.0+0
⌅ [89763e89] Libtiff_jll v4.5.1+1
  [38a345b3] Libuuid_jll v2.39.3+0
  [856f044c] MKL_jll v2024.0.0+0
  [e7412a2a] Ogg_jll v1.3.5+1
  [18a262bb] OpenEXR_jll v3.1.4+0
  [458c3c95] OpenSSL_jll v3.0.13+0
  [efe28fd5] OpenSpecFun_jll v0.5.5+0
  [91d4177d] Opus_jll v1.3.2+0
  [36c8627f] Pango_jll v1.50.14+0
  [30392449] Pixman_jll v0.42.2+0
  [c0090381] Qt6Base_jll v6.5.3+1
  [f50d1b31] Rmath_jll v0.4.0+0
⌅ [fb77eaff] Sundials_jll v5.2.2+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 v2.12.5+0
  [aed1982a] XSLT_jll v1.1.34+0
  [ffd25f8a] XZ_jll v5.6.0+0
  [f67eecfb] Xorg_libICE_jll v1.0.10+1
  [c834827a] Xorg_libSM_jll v1.2.3+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 v1.3.4+4
  [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 v0.9.10+4
  [14d82f49] Xorg_libpthread_stubs_jll v0.1.1+0
  [c7cfdc94] Xorg_libxcb_jll v1.15.0+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
  [3161d3a3] Zstd_jll v1.5.5+0
  [35ca27e7] eudev_jll v3.2.9+0
  [214eeab7] fzf_jll v0.43.0+0
  [1a1c6b14] gperf_jll v3.1.1+0
  [9a68df92] isoband_jll v0.2.3+0
  [a4ae2306] libaom_jll v3.4.0+0
  [0ac62f75] libass_jll v0.15.1+0
  [2db6ffa8] libevdev_jll v1.11.0+0
  [f638f0a6] libfdk_aac_jll v2.0.2+0
  [36db933b] libinput_jll v1.18.0+0
  [b53b4c65] libpng_jll v1.6.43+0
  [075b6546] libsixel_jll v1.10.3+0
  [f27f6e37] libvorbis_jll v1.3.7+1
  [009596ad] mtdev_jll v1.1.6+0
  [1270edf5] x264_jll v2021.5.5+0
  [dfaa095f] x265_jll v3.5.0+0
  [d8fb68d0] xkbcommon_jll v1.4.1+1
  [0dad84c5] ArgTools v1.1.1
  [56f22d72] Artifacts
  [2a0f44e3] Base64
  [8bf52ea8] CRC32c
  [ade2ca70] Dates
  [8ba89e20] Distributed
  [f43a241f] Downloads v1.6.0
  [7b1f6079] FileWatching
  [9fa8497b] Future
  [b77e0a4c] InteractiveUtils
  [4af54fe1] LazyArtifacts
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2
  [8f399da3] Libdl
  [37e2e46d] LinearAlgebra
  [56ddb016] Logging
  [d6f4376e] Markdown
  [a63ad114] Mmap
  [ca575930] NetworkOptions v1.2.0
  [44cfe95a] Pkg v1.10.0
  [de0858da] Printf
  [9abbd945] Profile
  [3fa0cd96] REPL
  [9a3f8284] Random
  [ea8e919c] SHA v0.7.0
  [9e88b42a] Serialization
  [1a1011a3] SharedArrays
  [6462fe0b] Sockets
  [2f01184e] SparseArrays v1.10.0
  [10745b16] Statistics v1.10.0
  [4607b0f0] SuiteSparse
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test
  [cf7118a7] UUIDs
  [4ec0a83e] Unicode
  [e66e0078] CompilerSupportLibraries_jll v1.1.0+0
  [deac9b47] LibCURL_jll v8.4.0+0
  [e37daf67] LibGit2_jll v1.6.4+0
  [29816b5a] LibSSH2_jll v1.11.0+1
  [c8ffd9c3] MbedTLS_jll v2.28.2+1
  [14a3606d] MozillaCACerts_jll v2023.1.10
  [4536629a] OpenBLAS_jll v0.3.23+4
  [05823500] OpenLibm_jll v0.8.1+2
  [efcefdf7] PCRE2_jll v10.42.0+1
  [bea87d4a] SuiteSparse_jll v7.2.1+1
  [83775a58] Zlib_jll v1.2.13+1
  [8e850b90] libblastrampoline_jll v5.8.0+1
  [8e850ede] nghttp2_jll v1.52.0+1
  [3f19e933] p7zip_jll v17.4.0+2
Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m`
  • Output of versioninfo()
Julia Version 1.10.1
Commit 7790d6f0641 (2024-02-13 20:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: macOS (arm64-apple-darwin22.4.0)
  CPU: 10 × Apple M2 Pro
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, apple-m1)
Threads: 1 default, 0 interactive, 1 GC (on 6 virtual cores)

Environment info in which I get the expected behaviour:

  • Output of using Pkg; Pkg.status()
`C:\Users\dholl\.julia\environments\v1.10\Project.toml`
  [6e4b80f9] BenchmarkTools v1.4.0
  [336ed68f] CSV v0.10.12
  [13f3f980] CairoMakie v0.11.9
  [a93c6f00] DataFrames v1.6.1
  [8bb1440f] DelimitedFiles v1.9.1
⌅ [459566f4] DiffEqCallbacks v2.37.0
  [0c46a032] DifferentialEquations v7.12.0
  [e9467ef8] GLMakie v0.9.9
  [7f56f5a3] LSODA v0.7.5
  [b964fa9f] LaTeXStrings v1.3.1
  [5fb14364] OhMyREPL v0.5.24
  [429524aa] Optim v1.9.2
  [91a5bcdd] Plots v1.40.1
  [6e0679c1] QuantumOptics v1.0.15
  [295af30f] Revise v3.5.14
  [bd369af6] Tables v1.11.1
  [10745b16] Statistics v1.10.0
Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated`
  • Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
`C:\Users\dholl\.julia\environments\v1.10\Manifest.toml`
  [47edcb42] ADTypes v0.2.6
  [621f4979] AbstractFFTs v1.5.0
  [398f06c4] AbstractLattices v0.3.0
  [1520ce14] AbstractTrees v0.4.5
⌅ [79e6a3ab] Adapt v3.7.2
  [27a7e980] Animations v0.4.1
⌅ [ec485272] ArnoldiMethod v0.2.0
⌅ [7d9fca2a] Arpack v0.5.3
  [4fba245c] ArrayInterface v7.7.1
  [4c555306] ArrayLayouts v1.6.0
  [67c07d97] Automa v1.0.3
  [13072b0f] AxisAlgorithms v1.1.0
  [39de3d68] AxisArrays v0.4.7
  [aae01518] BandedMatrices v1.5.0
  [6e4b80f9] BenchmarkTools v1.4.0
  [d1d4a3ce] BitFlags v0.1.8
  [62783981] BitTwiddlingConvenienceFunctions v0.1.5
  [764a87c0] BoundaryValueDiffEq v5.6.2
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.4
  [336ed68f] CSV v0.10.12
  [159f3aea] Cairo v1.0.5
  [13f3f980] CairoMakie v0.11.9
  [49dc2e85] Calculus v0.5.1
  [d360d2e6] ChainRulesCore v1.22.1
  [fb6a15b2] CloseOpenIntervals v0.1.12
  [da1fd8a2] CodeTracking v1.3.5
  [523fee87] CodecBzip2 v0.8.2
  [944b1d66] CodecZlib v0.7.4
  [a2cac450] ColorBrewer v0.4.0
  [35d6a980] ColorSchemes v3.24.0
  [3da002f7] ColorTypes v0.11.4
  [c3611d14] ColorVectorSpace v0.10.0
  [5ae59095] Colors v0.12.10
  [861a8166] Combinatorics v1.0.2
  [38540f10] CommonSolve v0.2.4
  [bbf7d656] CommonSubexpressions v0.3.0
  [34da2185] Compat v4.13.0
  [2569d6c7] ConcreteStructs v0.2.3
  [f0e56b4a] ConcurrentUtilities v2.3.1
  [187b0558] ConstructionBase v1.5.4
  [d38c429a] Contour v0.6.2
  [adafc99b] CpuId v0.3.1
  [a8cc5b0e] Crayons v4.1.1
  [9a962f9c] DataAPI v1.16.0
  [a93c6f00] DataFrames v1.6.1
  [864edb3b] DataStructures v0.18.17
  [e2d170a0] DataValueInterfaces v1.0.0
  [927a84f5] DelaunayTriangulation v0.8.12
  [bcd4f6db] DelayDiffEq v5.47.0
  [8bb1440f] DelimitedFiles v1.9.1
  [2b5f629d] DiffEqBase v6.147.0
⌅ [459566f4] DiffEqCallbacks v2.37.0
  [77a26b50] DiffEqNoiseProcess v5.20.1
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [0c46a032] DifferentialEquations v7.12.0
  [b4f34e82] Distances v0.10.11
  [31c24e10] Distributions v0.25.107
  [ffbed154] DocStringExtensions v0.9.3
  [fa6b7ba4] DualNumbers v0.6.8
  [4e289a0a] EnumX v1.0.4
  [f151be2c] EnzymeCore v0.6.5
  [429591f6] ExactPredicates v2.2.8
  [460bff9d] ExceptionUnwrapping v0.1.10
  [d4d017d3] ExponentialUtilities v1.26.1
  [e2ba6199] ExprTools v0.1.10
  [411431e0] Extents v0.1.2
  [c87230d0] FFMPEG v0.4.1
  [7a1cc6ca] FFTW v1.8.0
  [9d29842c] FastAlmostBandedMatrices v0.1.0
  [7034ab61] FastBroadcast v0.2.8
  [9aa1b823] FastClosures v0.3.2
  [7868e603] FastExpm v1.1.0
  [442a2c76] FastGaussQuadrature v1.0.2
  [29a986be] FastLapackInterface v2.0.1
  [5789e2e9] FileIO v1.16.2
  [8fc22ac5] FilePaths v0.8.3
  [48062228] FilePathsBase v0.9.21
  [1a297f60] FillArrays v1.9.3
  [6a86dc24] FiniteDiff v2.22.0
  [53c48c17] FixedPointNumbers v0.8.4
  [1fa38f19] Format v1.3.6
  [59287772] Formatting v0.4.2
  [f6369f11] ForwardDiff v0.10.36
  [b38be410] FreeType v4.1.1
  [663a7486] FreeTypeAbstraction v0.10.1
  [069b7b12] FunctionWrappers v1.1.3
  [77dc65aa] FunctionWrappersWrappers v0.1.3
  [d9f16b24] Functors v0.4.7
  [f7f18e0c] GLFW v3.4.1
  [e9467ef8] GLMakie v0.9.9
⌃ [46192b85] GPUArraysCore v0.1.5
  [28b8d3ca] GR v0.73.2
  [92c85e6c] GSL v1.0.1
  [c145ed77] GenericSchur v0.5.3
  [cf35fbd7] GeoInterface v1.3.3
  [5c1252a2] GeometryBasics v0.4.10
  [a2bd30eb] Graphics v1.1.2
  [86223c79] Graphs v1.9.0
  [3955a311] GridLayoutBase v0.10.0
  [42e2da0e] Grisu v1.0.2
  [cd3eb016] HTTP v1.10.2
  [f0d1745a] HalfIntegers v1.5.1
  [3e5b6fbb] HostCPUFeatures v0.1.16
  [34004b35] HypergeometricFunctions v0.3.23
  [615f187c] IfElse v0.1.1
  [2803e5a7] ImageAxes v0.6.11
  [c817782e] ImageBase v0.1.7
  [a09fc81d] ImageCore v0.10.2
  [82e4d734] ImageIO v0.6.7
  [bc367c6b] ImageMetadata v0.9.9
  [9b13fd28] IndirectArrays v1.0.0
  [d25df0c9] Inflate v0.1.4
  [842dd82b] InlineStrings v1.4.0
  [18e54dd8] IntegerMathUtils v0.1.2
  [a98d9a8b] Interpolations v0.15.1
  [d1acc4aa] IntervalArithmetic v0.22.8
  [8197267c] IntervalSets v0.7.10
  [41ab1584] InvertedIndices v1.3.0
  [92d709cd] IrrationalConstants v0.2.2
  [f1662d9f] Isoband v0.1.1
  [c8e1da08] IterTools v1.10.0
  [42fd0dbc] IterativeSolvers v0.9.4
  [82899510] IteratorInterfaceExtensions v1.0.0
  [1019f520] JLFzf v0.1.7
  [692b3bcd] JLLWrappers v1.5.0
  [682c06a0] JSON v0.21.4
  [b835a17e] JpegTurbo v0.1.5
  [aa1ae85d] JuliaInterpreter v0.9.29
  [70703baa] JuliaSyntax v0.4.8
  [ccbc3e58] JumpProcesses v9.10.1
⌅ [ef3ab10e] KLU v0.4.1
  [5ab0869b] KernelDensity v0.6.8
  [ba0b0d4f] Krylov v0.9.5
  [0b1a1467] KrylovKit v0.6.1
  [8ac3fa9e] LRUCache v1.6.1
  [7f56f5a3] LSODA v0.7.5
  [b964fa9f] LaTeXStrings v1.3.1
  [23fbe1c1] Latexify v0.16.1
  [10f19ff3] LayoutPointers v0.1.15
  [50d2b5c4] Lazy v0.15.1
  [5078a376] LazyArrays v1.8.3
  [8cdb02fc] LazyModules v0.3.1
  [2d8b4e74] LevyArea v1.0.0
  [9c8b4983] LightXML v0.9.1
  [d3d80556] LineSearches v7.2.0
  [9b3f67b0] LinearAlgebraX v0.2.7
  [7a12625a] LinearMaps v3.11.2
⌃ [7ed4a6bd] LinearSolve v2.22.1
  [2ab3a3ac] LogExpFunctions v0.3.27
  [e6f89c97] LoggingExtras v1.0.3
  [bdcacae8] LoopVectorization v0.12.166
  [6f1432cf] LoweredCodeUtils v2.4.5
  [1914dd2f] MacroTools v0.5.13
  [ee78f7c6] Makie v0.20.8
  [20f20a25] MakieCore v0.7.3
  [d125e4d3] ManualMemory v0.1.8
  [dbb5928d] MappedArrays v0.4.2
  [b8f27783] MathOptInterface v1.26.0
  [0a4f8689] MathTeXEngine v0.5.7
  [a3b82374] MatrixFactorizations v2.1.0
  [bb5d69b7] MaybeInplace v0.1.1
  [739be429] MbedTLS v1.1.9
  [442fdcdd] Measures v0.3.2
  [7269a6da] MeshIO v0.4.11
  [e1d29d7a] Missings v1.1.0
  [66fc600b] ModernGL v1.1.7
  [7475f97c] Mods v2.2.4
  [e94cdb99] MosaicViews v0.3.4
  [46d2c3a1] MuladdMacro v0.2.4
  [3b2b4ff1] Multisets v0.4.4
  [d8a4904e] MutableArithmetics v1.4.1
  [d41bc354] NLSolversBase v7.8.3
  [2774e3e8] NLsolve v4.5.1
  [77ba4419] NaNMath v1.0.2
  [f09324ee] Netpbm v1.1.1
  [8913a72c] NonlinearSolve v3.7.2
  [510215fc] Observables v0.5.5
  [6fe1bfb0] OffsetArrays v1.13.0
  [5fb14364] OhMyREPL v0.5.24
  [52e1d378] OpenEXR v0.3.2
  [4d8831e6] OpenSSL v1.4.1
  [429524aa] Optim v1.9.2
  [bac558e1] OrderedCollections v1.6.3
  [1dea7af3] OrdinaryDiffEq v6.71.0
  [90014a1f] PDMats v0.11.31
  [f57f5aa1] PNGFiles v0.4.3
  [65ce6f38] PackageExtensionCompat v1.0.2
  [19eb6ba3] Packing v0.5.0
  [5432bcbf] PaddedViews v0.5.12
  [d96e819e] Parameters v0.12.3
  [69de0a69] Parsers v2.8.1
  [2ae35dd2] Permutations v0.4.20
  [3bbf5609] PikaParser v0.6.1
  [b98c9c47] Pipe v1.3.0
  [eebad327] PkgVersion v0.3.3
  [ccf2f8ad] PlotThemes v3.1.0
  [995b91a9] PlotUtils v1.4.0
  [91a5bcdd] Plots v1.40.1
  [e409e4f3] PoissonRandom v0.4.4
  [f517fe37] Polyester v0.7.9
  [1d0040c9] PolyesterWeave v0.2.1
  [647866c9] PolygonOps v0.1.2
  [f27b6e38] Polynomials v4.0.6
  [2dfb63ee] PooledArrays v1.4.3
  [85a6dd25] PositiveFactorizations v0.2.4
  [d236fae5] PreallocationTools v0.4.20
  [aea7be01] PrecompileTools v1.2.0
  [21216c6a] Preferences v1.4.1
  [08abe8d2] PrettyTables v2.3.1
  [27ebfcd6] Primes v0.5.6
  [92933f4c] ProgressMeter v1.9.0
  [4b34888f] QOI v1.0.0
  [1fd47b50] QuadGK v2.9.4
  [5717a53b] QuantumInterface v0.3.4
  [6e0679c1] QuantumOptics v1.0.15
  [4f57444f] QuantumOpticsBase v0.4.20
  [74087812] Random123 v1.7.0
  [2576dda1] RandomMatrices v0.5.4
  [e6cf234a] RandomNumbers v1.5.3
  [b3c3ace0] RangeArrays v0.3.2
  [308eb6b3] RationalRoots v0.2.1
  [c84ed2f1] Ratios v0.4.5
  [3cdcf5f2] RecipesBase v1.3.4
  [01d81517] RecipesPipeline v0.6.12
  [731186ca] RecursiveArrayTools v3.10.0
  [f2c3362d] RecursiveFactorization v0.2.21
  [189a3867] Reexport v1.2.2
  [05181044] RelocatableFolders v1.0.1
  [ae029012] Requires v1.3.0
  [ae5879a3] ResettableStacks v1.1.1
  [295af30f] Revise v3.5.14
  [286e9d63] RingLists v0.2.8
  [79098fc4] Rmath v0.7.1
  [5eaf0fd0] RoundingEmulator v0.2.1
  [7e49a35a] RuntimeGeneratedFunctions v0.5.12
  [94e857df] SIMDTypes v0.1.0
  [476501e8] SLEEFPirates v0.6.42
  [0bca4576] SciMLBase v2.26.2
  [c0aeaf25] SciMLOperators v0.3.7
  [6c6a2e73] Scratch v1.2.1
  [91c51154] SentinelArrays v1.4.1
  [efcf1570] Setfield v1.1.1
  [65257c39] ShaderAbstractions v0.4.1
  [992d4aef] Showoff v1.0.3
  [73760f76] SignedDistanceFields v0.4.0
  [777ac1f9] SimpleBufferStream v1.1.0
  [55797a34] SimpleGraphs v0.8.6
  [727e6d20] SimpleNonlinearSolve v1.5.0
  [ec83eff0] SimplePartitions v0.3.2
  [cc47b68c] SimplePolynomials v0.2.17
  [a6525b86] SimpleRandom v0.3.1
  [699a6c99] SimpleTraits v0.9.4
  [ce78b400] SimpleUnPack v1.1.0
  [45858cf5] Sixel v0.1.3
  [a2af1166] SortingAlgorithms v1.2.1
  [47a9eef4] SparseDiffTools v2.17.0
  [e56a9233] Sparspak v0.3.9
  [276daf66] SpecialFunctions v2.3.1
  [c5dd0088] StableHashTraits v1.1.8
  [cae243ae] StackViews v0.1.1
  [aedffcd0] Static v0.8.10
  [0d7ed370] StaticArrayInterface v1.5.0
  [90137ffa] StaticArrays v1.9.3
  [1e83bf80] StaticArraysCore v1.4.2
  [82ae8749] StatsAPI v1.7.0
  [2913bbd2] StatsBase v0.34.2
  [4c63d2b9] StatsFuns v1.3.1
  [9672c7b4] SteadyStateDiffEq v2.0.1
  [789caeaf] StochasticDiffEq v6.65.0
  [7792a7ef] StrideArraysCore v0.5.2
  [5e0ebb24] Strided v2.0.4
  [4db3bf67] StridedViews v0.2.2
  [892a3eda] StringManipulation v0.3.4
  [09ab397b] StructArrays v0.6.18
  [c3572dad] Sundials v4.24.0
  [2efcf032] SymbolicIndexingInterface v0.3.7
  [3783bdb8] TableTraits v1.0.1
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Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m`
  • Output of versioninfo()
Julia Version 1.10.1
Commit 7790d6f064 (2024-02-13 20:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Windows (x86_64-w64-mingw32)
  CPU: 16 × 12th Gen Intel(R) Core(TM) i5-12500H
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, alderlake)
Threads: 1 default, 0 interactive, 1 GC (on 16 virtual cores)

Additional context

The code that gives the AssertionError was added to RecursiveArrayTools.jl just a few days ago, but I do not know how DifferentialEquations.jl actually uses RecursiveArrayTools.jl, so I decided to post the problem here.

@ChrisRackauckas
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Interesting that worked. It was always Array(sol)

@DanielHolleufer
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Ahh, I was not aware that I wasn't using the standard way to get the solution. I tested Array(sol) and that does indeed work in both versions. Thank you for clarifying.

cerisola added a commit to quantum-exeter/SpiDy.jl that referenced this issue Jun 13, 2024
Newer versions of DifferentialEquations.jl (and its dependency
RecursiveArrayTools.jl) changed the way the solution can be accesed as
an array, causing the example run files to error out. Apparently, the
way the solution was used as an array, although it worked fine before,
it was never officially supported (see:
SciML/DifferentialEquations.jl#1021). This
commit fixed this issue, using the syntax officially supported. This
makes the code work with both the newer versions and the older ones as
well.
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