OptimizationMOI fails to init problems #1054
Description
Describe the bug 🐞
solve produces an error due to invalid signature of init.
Expected behavior
solve returns the solution.
Minimal Reproducible Example 👇
The MWE of the docs:
using Optimization, OptimizationMOI, Ipopt
using ForwardDiff
rosenbrock(x, p) = (p[1] - x[1])^2 + p[2] * (x[2] - x[1]^2)^2
x0 = zeros(2)
_p = [1.0, 100.0]
f = OptimizationFunction(rosenbrock, Optimization.AutoForwardDiff())
l1 = rosenbrock(x0, _p)
prob = OptimizationProblem(f, x0, _p)
solve(prob, Ipopt.Optimizer()) # Fails Error & Stacktrace
Closest candidates are:
init(::SciMLBase.AbstractNonlinearProblem, ::Any...; sensealg, u0, p, kwargs...)
@ NonlinearSolveBase ~/.julia/packages/NonlinearSolveBase/2E600/src/solve.jl:166
init(::SciMLBase.AbstractJumpProblem, ::Any...; kwargs...)
@ DiffEqBase ~/.julia/packages/DiffEqBase/p82Yh/src/solve.jl:54
init(::SciMLBase.AbstractDEProblem, ::Any...; sensealg, u0, p, kwargs...)
@ DiffEqBase ~/.julia/packages/DiffEqBase/p82Yh/src/solve.jl:41
Stacktrace:
[1] solve(::OptimizationProblem{…}, ::Vararg{…}; kwargs::@Kwargs{})
@ CommonSolve ~/.julia/packages/CommonSolve/JfpfI/src/CommonSolve.jl:23
[2] top-level scope
@ ~/Projects/testme/mwe.jl:12
Some type information was truncated. Use `show(err)` to see complete types.
Environment (please complete the following information):
- Output of
using Pkg; Pkg.status()
Status `~/Projects/testme/Project.toml`
[b6b21f68] Ipopt v1.11.0
[7f7a1694] Optimization v4.8.0
⌃ [fd9f6733] OptimizationMOI v0.5.7
Info Packages marked with ⌃ have new versions available and may be upgradable.- Output of
using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
Status `~/Projects/testme/Manifest.toml`
[47edcb42] ADTypes v1.18.0
[1520ce14] AbstractTrees v0.4.5
[7d9f7c33] Accessors v0.1.42
[79e6a3ab] Adapt v4.4.0
[66dad0bd] AliasTables v1.1.3
[ec485272] ArnoldiMethod v0.4.0
[4fba245c] ArrayInterface v7.20.0
[4c555306] ArrayLayouts v1.12.0
[6e4b80f9] BenchmarkTools v1.6.0
[e2ed5e7c] Bijections v0.2.2
[62783981] BitTwiddlingConvenienceFunctions v0.1.6
[8e7c35d0] BlockArrays v1.7.2
[70df07ce] BracketingNonlinearSolve v1.5.0
[2a0fbf3d] CPUSummary v0.2.7
[d360d2e6] ChainRulesCore v1.26.0
[fb6a15b2] CloseOpenIntervals v0.1.13
[523fee87] CodecBzip2 v0.8.5
[944b1d66] CodecZlib v0.7.8
⌅ [861a8166] Combinatorics v1.0.2
[a80b9123] CommonMark v0.9.1
[38540f10] CommonSolve v0.2.4
[bbf7d656] CommonSubexpressions v0.3.1
[f70d9fcc] CommonWorldInvalidations v1.0.0
[34da2185] Compat v4.18.1
[b152e2b5] CompositeTypes v0.1.4
[a33af91c] CompositionsBase v0.1.2
[2569d6c7] ConcreteStructs v0.2.3
[88cd18e8] ConsoleProgressMonitor v0.1.2
[187b0558] ConstructionBase v1.6.0
[adafc99b] CpuId v0.3.1
[9a962f9c] DataAPI v1.16.0
[864edb3b] DataStructures v0.19.1
[2b5f629d] DiffEqBase v6.190.2
[459566f4] DiffEqCallbacks v4.10.1
[77a26b50] DiffEqNoiseProcess v5.24.1
[163ba53b] DiffResults v1.1.0
[b552c78f] DiffRules v1.15.1
[a0c0ee7d] DifferentiationInterface v0.7.9
[8d63f2c5] DispatchDoctor v0.4.26
[31c24e10] Distributions v0.25.122
[ffbed154] DocStringExtensions v0.9.5
[5b8099bc] DomainSets v0.7.16
[7c1d4256] DynamicPolynomials v0.6.4
[06fc5a27] DynamicQuantities v1.10.0
[4e289a0a] EnumX v1.0.5
[f151be2c] EnzymeCore v0.8.14
[e2ba6199] ExprTools v0.1.10
[55351af7] ExproniconLite v0.10.14
[7034ab61] FastBroadcast v0.3.5
[9aa1b823] FastClosures v0.3.2
[a4df4552] FastPower v1.1.3
[1a297f60] FillArrays v1.14.0
[64ca27bc] FindFirstFunctions v1.4.2
[6a86dc24] FiniteDiff v2.29.0
[1fa38f19] Format v1.3.7
⌃ [f6369f11] ForwardDiff v0.10.39
[069b7b12] FunctionWrappers v1.1.3
[77dc65aa] FunctionWrappersWrappers v0.1.3
[46192b85] GPUArraysCore v0.2.0
[c27321d9] Glob v1.3.1
[86223c79] Graphs v1.13.1
[34004b35] HypergeometricFunctions v0.3.28
[615f187c] IfElse v0.1.1
[3263718b] ImplicitDiscreteSolve v1.2.0
[d25df0c9] Inflate v0.1.5
[18e54dd8] IntegerMathUtils v0.1.3
[8197267c] IntervalSets v0.7.11
[3587e190] InverseFunctions v0.1.17
[b6b21f68] Ipopt v1.11.0
[92d709cd] IrrationalConstants v0.2.4
[82899510] IteratorInterfaceExtensions v1.0.0
[692b3bcd] JLLWrappers v1.7.1
⌅ [682c06a0] JSON v0.21.4
[0f8b85d8] JSON3 v1.14.3
[ae98c720] Jieko v0.2.1
[98e50ef6] JuliaFormatter v2.1.6
⌅ [70703baa] JuliaSyntax v0.4.10
[ccbc3e58] JumpProcesses v9.19.1
[5be7bae1] LBFGSB v0.4.1
[b964fa9f] LaTeXStrings v1.4.0
[23fbe1c1] Latexify v0.16.10
[10f19ff3] LayoutPointers v0.1.17
[1d6d02ad] LeftChildRightSiblingTrees v0.2.1
[87fe0de2] LineSearch v0.1.4
[d3d80556] LineSearches v7.4.0
[2ab3a3ac] LogExpFunctions v0.3.29
[e6f89c97] LoggingExtras v1.2.0
[d8e11817] MLStyle v0.4.17
[1914dd2f] MacroTools v0.5.16
[d125e4d3] ManualMemory v0.1.8
[b8f27783] MathOptInterface v1.45.0
[bb5d69b7] MaybeInplace v0.1.4
[e1d29d7a] Missings v1.2.0
[961ee093] ModelingToolkit v10.25.0
[2e0e35c7] Moshi v0.3.7
[46d2c3a1] MuladdMacro v0.2.4
[102ac46a] MultivariatePolynomials v0.5.13
[d8a4904e] MutableArithmetics v1.6.6
[d41bc354] NLSolversBase v7.10.0
[77ba4419] NaNMath v1.1.3
[be0214bd] NonlinearSolveBase v2.0.0
[6fe1bfb0] OffsetArrays v1.17.0
[429524aa] Optim v1.13.2
[7f7a1694] Optimization v4.8.0
⌅ [bca83a33] OptimizationBase v2.12.0
⌃ [fd9f6733] OptimizationMOI v0.5.7
[bac558e1] OrderedCollections v1.8.1
[bbf590c4] OrdinaryDiffEqCore v1.36.0
[90014a1f] PDMats v0.11.35
[d96e819e] Parameters v0.12.3
[69de0a69] Parsers v2.8.3
[e409e4f3] PoissonRandom v0.4.7
[f517fe37] Polyester v0.7.18
[1d0040c9] PolyesterWeave v0.2.2
[85a6dd25] PositiveFactorizations v0.2.4
[d236fae5] PreallocationTools v0.4.34
⌅ [aea7be01] PrecompileTools v1.2.1
[21216c6a] Preferences v1.5.0
[27ebfcd6] Primes v0.5.7
[33c8b6b6] ProgressLogging v0.1.5
[92933f4c] ProgressMeter v1.11.0
[43287f4e] PtrArrays v1.3.0
[1fd47b50] QuadGK v2.11.2
[74087812] Random123 v1.7.1
[e6cf234a] RandomNumbers v1.6.0
[3cdcf5f2] RecipesBase v1.3.4
[731186ca] RecursiveArrayTools v3.37.1
[189a3867] Reexport v1.2.2
[ae029012] Requires v1.3.1
[ae5879a3] ResettableStacks v1.1.1
[79098fc4] Rmath v0.8.0
[7e49a35a] RuntimeGeneratedFunctions v0.5.15
[9dfe8606] SCCNonlinearSolve v1.6.0
[94e857df] SIMDTypes v0.1.0
[0bca4576] SciMLBase v2.121.0
[19f34311] SciMLJacobianOperators v0.1.11
[c0aeaf25] SciMLOperators v1.9.0
[431bcebd] SciMLPublic v1.0.0
[53ae85a6] SciMLStructures v1.7.0
[efcf1570] Setfield v1.1.2
[727e6d20] SimpleNonlinearSolve v2.9.0
[699a6c99] SimpleTraits v0.9.5
[ce78b400] SimpleUnPack v1.1.0
[a2af1166] SortingAlgorithms v1.2.2
[9f842d2f] SparseConnectivityTracer v1.1.1
[0a514795] SparseMatrixColorings v0.4.21
[276daf66] SpecialFunctions v2.6.1
[aedffcd0] Static v1.3.0
[0d7ed370] StaticArrayInterface v1.8.0
[90137ffa] StaticArrays v1.9.15
[1e83bf80] StaticArraysCore v1.4.3
[82ae8749] StatsAPI v1.7.1
[2913bbd2] StatsBase v0.34.6
[4c63d2b9] StatsFuns v1.5.0
[7792a7ef] StrideArraysCore v0.5.8
[856f2bd8] StructTypes v1.11.0
[2efcf032] SymbolicIndexingInterface v0.3.45
⌃ [19f23fe9] SymbolicLimits v0.2.3
⌅ [d1185830] SymbolicUtils v3.32.0
[0c5d862f] Symbolics v6.55.0
[ed4db957] TaskLocalValues v0.1.3
[8ea1fca8] TermInterface v2.0.0
[5d786b92] TerminalLoggers v0.1.7
[1c621080] TestItems v1.0.0
[8290d209] ThreadingUtilities v0.5.5
[a759f4b9] TimerOutputs v0.5.29
[3bb67fe8] TranscodingStreams v0.11.3
[410a4b4d] Tricks v0.1.12
[781d530d] TruncatedStacktraces v1.4.0
[5c2747f8] URIs v1.6.1
[3a884ed6] UnPack v1.0.2
[1986cc42] Unitful v1.25.0
[a7c27f48] Unityper v0.1.6
[ae81ac8f] ASL_jll v0.1.3+0
[6e34b625] Bzip2_jll v1.0.9+0
[61579ee1] Ghostscript_jll v9.55.1+0
[e33a78d0] Hwloc_jll v2.12.2+0
[9cc047cb] Ipopt_jll v300.1400.1900+0
[aacddb02] JpegTurbo_jll v3.1.3+0
[81d17ec3] L_BFGS_B_jll v3.0.1+0
[94ce4f54] Libiconv_jll v1.18.0+0
[d00139f3] METIS_jll v5.1.3+0
[d7ed1dd3] MUMPS_seq_jll v500.800.100+0
⌅ [656ef2d0] OpenBLAS32_jll v0.3.24+0
[efe28fd5] OpenSpecFun_jll v0.5.6+0
[f50d1b31] Rmath_jll v0.5.1+0
⌅ [319450e9] SPRAL_jll v2025.5.20+0
⌅ [02c8fc9c] XML2_jll v2.13.9+0
[a65dc6b1] Xorg_libpciaccess_jll v0.18.1+0
[0dad84c5] ArgTools v1.1.1
[56f22d72] Artifacts
[2a0f44e3] Base64
[ade2ca70] Dates
[8ba89e20] Distributed
[f43a241f] Downloads v1.6.0
[7b1f6079] FileWatching
[9fa8497b] Future
[b77e0a4c] InteractiveUtils
[b27032c2] LibCURL v0.6.4
[76f85450] LibGit2
[8f399da3] Libdl
[37e2e46d] LinearAlgebra
[56ddb016] Logging
[d6f4376e] Markdown
[a63ad114] Mmap
[ca575930] NetworkOptions v1.2.0
[44cfe95a] Pkg v1.10.0
[de0858da] Printf
[9abbd945] Profile
[3fa0cd96] REPL
[9a3f8284] Random
[ea8e919c] SHA v0.7.0
[9e88b42a] Serialization
[1a1011a3] SharedArrays
[6462fe0b] Sockets
[2f01184e] SparseArrays v1.10.0
[10745b16] Statistics v1.10.0
[4607b0f0] SuiteSparse
[fa267f1f] TOML v1.0.3
[a4e569a6] Tar v1.10.0
[8dfed614] Test
[cf7118a7] UUIDs
[4ec0a83e] Unicode
[e66e0078] CompilerSupportLibraries_jll v1.1.1+0
[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 v0.8.5+0
[bea87d4a] SuiteSparse_jll v7.2.1+1
[83775a58] Zlib_jll v1.2.13+1
[8e850b90] libblastrampoline_jll v5.11.0+0
[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 1.10.10
Commit 95f30e51f41 (2025-06-27 09:51 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: macOS (arm64-apple-darwin24.0.0)
CPU: 11 × Apple M3 Pro
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-15.0.7 (ORCJIT, apple-m1)
Threads: 1 default, 0 interactive, 1 GC (on 5 virtual cores)
Environment:
JULIA_EDITOR = lvim
JULIA_VSCODE_REPL = 1Additional context
I've tried to update OptimizationMOI, but this failed:
(testme) pkg> add OptimizationMOI@0.5.8
Resolving package versions...
ERROR: Unsatisfiable requirements detected for package Optimization [7f7a1694]:
Optimization [7f7a1694] log:
├─possible versions are: 3.5.0-4.8.0 or uninstalled
├─restricted to versions * by project [461c521c], leaving only versions: 3.5.0-4.8.0
│ └─project [461c521c] log:
│ ├─possible versions are: 0.0.0 or uninstalled
│ └─project [461c521c] is fixed to version 0.0.0
├─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: 3.19.0-4.8.0 or uninstalled, leaving only versions: 3.19.0-4.8.0
│ └─SciMLBase [0bca4576] log:
│ ├─possible versions are: 1.0.0-2.121.0 or uninstalled
│ ├─restricted by compatibility requirements with OptimizationMOI [fd9f6733] to versions: 2.58.0-2.121.0
│ │ └─OptimizationMOI [fd9f6733] log:
│ │ ├─possible versions are: 0.1.0-0.5.8 or uninstalled
│ │ ├─restricted to versions * by project [461c521c], leaving only versions: 0.1.0-0.5.8
│ │ │ └─project [461c521c] log: see above
│ │ └─restricted to versions 0.5.8 by an explicit requirement, leaving only versions: 0.5.8
│ └─restricted by compatibility requirements with OptimizationBase [bca83a33] to versions: 2.104.0-2.121.0
│ └─OptimizationBase [bca83a33] log:
│ ├─possible versions are: 0.0.1-3.1.0 or uninstalled
│ └─restricted by compatibility requirements with OptimizationMOI [fd9f6733] to versions: 3.0.0-3.1.0
│ └─OptimizationMOI [fd9f6733] log: see above
├─restricted by compatibility requirements with OptimizationBase [bca83a33] to versions: 3.5.0-3.23.0 or uninstalled, leaving only versions: 3.19.0-3.23.0
│ └─OptimizationBase [bca83a33] log: see above
└─restricted by compatibility requirements with ADTypes [47edcb42] to versions: [3.5.0-3.14.1, 3.25.1-4.8.0] or uninstalled — no versions left
└─ADTypes [47edcb42] log:
├─possible versions are: 0.1.0-1.18.0 or uninstalled
├─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: 0.2.5-1.18.0
│ └─SciMLBase [0bca4576] log: see above
└─restricted by compatibility requirements with OptimizationBase [bca83a33] to versions: 1.9.0-1.18.0
└─OptimizationBase [bca83a33] log: see above