Package evaluation to test SoleModels on Julia 1.14.0-DEV.2600 (ff0e675117*) started at 2026-07-06T17:00:07.223 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 15.9s ################################################################################ # Installation # Installing SoleModels... Resolving package versions... Installed catch22_jll ───────────────── v0.5.0+0 Installed CommonSolve ───────────────── v0.2.9 Installed SoleModels ────────────────── v0.10.7 Installed SoleBase ──────────────────── v0.13.4 Installed MacroTools ────────────────── v0.5.16 Installed Indexing ──────────────────── v1.1.1 Installed CompositionsBase ──────────── v0.1.2 Installed DataStructures ────────────── v0.18.22 Installed URIs ──────────────────────── v1.6.1 Installed Rmath_jll ─────────────────── v0.5.1+0 Installed FilePathsBase ─────────────── v0.9.24 Installed HypergeometricFunctions ───── v0.3.29 Installed AbstractTrees ─────────────── v0.4.5 Installed Extents ───────────────────── v0.1.6 Installed FillArrays ────────────────── v1.16.0 Installed InlineStrings ─────────────── v1.4.5 Installed ConstructionBase ──────────── v1.6.0 Installed DelimitedFiles ────────────── v1.9.1 Installed TableShowUtils ────────────── v0.2.7 Installed ArnoldiMethod ─────────────── v0.4.0 Installed TimeseriesFeatures ────────── v0.6.1 Installed ScientificTypes ───────────── v3.3.0 Installed StatsBase ─────────────────── v0.34.12 Installed ZipFile ───────────────────── v0.10.1 Installed ConcurrentUtilities ───────── v2.5.1 Installed CodecZlib ─────────────────── v0.7.8 Installed AliasTables ───────────────── v1.1.3 Installed SoleData ──────────────────── v0.16.8 Installed CSV ───────────────────────── v0.10.16 Installed OrderedCollections ────────── v1.8.2 Installed TranscodingStreams ────────── v0.11.3 Installed Catch22 ───────────────────── v0.7.0 Installed ExceptionUnwrapping ───────── v0.1.11 Installed Combinatorics ─────────────── v1.1.0 Installed Compat ────────────────────── v4.18.1 Installed IteratorInterfaceExtensions ─ v1.0.0 Installed ProgressLogging ───────────── v0.1.6 Installed DataAPI ───────────────────── v1.16.0 Installed SentinelArrays ────────────── v1.4.10 Installed InvertedIndices ───────────── v1.3.1 Installed Statistics ────────────────── v1.11.1 Installed PrecompileTools ───────────── v1.3.4 Installed DataValueInterfaces ───────── v1.0.0 Installed MbedTLS ───────────────────── v1.1.10 Installed StatsAPI ──────────────────── v1.8.0 Installed ProgressMeter ─────────────── v1.11.0 Installed Revise ────────────────────── v3.15.1 Installed OpenSSL ───────────────────── v1.6.1 Installed StructUtils ───────────────── v2.8.2 Installed LoggingExtras ─────────────── v1.2.0 Installed CodeTracking ──────────────── v3.0.2 Installed StaticArraysCore ──────────── v1.4.4 Installed Compiler ──────────────────── v0.1.1 Installed TableTraitsUtils ──────────── v1.0.2 Installed StaticArrays ──────────────── v1.9.18 Installed IrrationalConstants ───────── v0.2.6 Installed DimensionalData ───────────── v0.29.27 Installed MultiData ─────────────────── v0.1.4 Installed SimpleTraits ──────────────── v0.9.6 Installed DataValues ────────────────── v0.4.13 Installed StringManipulation ────────── v0.4.4 Installed QuadGK ────────────────────── v2.11.3 Installed ColorTypes ────────────────── v0.12.1 Installed Requires ──────────────────── v1.3.1 Installed OpenSpecFun_jll ───────────── v0.5.6+0 Installed HTTP ──────────────────────── v1.11.0 Installed LoweredCodeUtils ──────────── v3.6.2 Installed BitFlags ──────────────────── v0.1.10 Installed LogExpFunctions ───────────── v1.0.1 Installed Roots ─────────────────────── v3.0.1 Installed IterableTables ────────────── v1.0.0 Installed FunctionWrappers ──────────── v1.1.3 Installed Interfaces ────────────────── v0.3.2 Installed JSON ──────────────────────── v1.6.1 Installed Distributions ─────────────── v0.25.129 Installed PrettyTables ──────────────── v3.4.0 Installed Parsers ───────────────────── v2.8.6 Installed Gamma ─────────────────────── v1.1.0 Installed ThreadSafeDicts ───────────── v0.1.6 Installed Tables ────────────────────── v1.13.0 Installed StatsFuns ─────────────────── v2.2.0 Installed JuliaInterpreter ──────────── v0.10.12 Installed SpecialFunctions ──────────── v2.8.0 Installed Rmath ─────────────────────── v0.9.0 Installed PtrArrays ─────────────────── v1.4.0 Installed FixedPointNumbers ─────────── v0.8.6 Installed DataFrames ────────────────── v1.8.2 Installed Discretizers ──────────────── v3.2.4 Installed InverseFunctions ──────────── v0.1.17 Installed Reexport ──────────────────── v1.2.2 Installed IntervalSets ──────────────── v0.7.14 Installed Query ─────────────────────── v1.1.0 Installed Preferences ───────────────── v1.5.2 Installed Missings ──────────────────── v1.2.0 Installed ScientificTypesBase ───────── v3.1.0 Installed SimpleBufferStream ────────── v1.2.0 Installed PooledArrays ──────────────── v1.4.3 Installed WeakRefStrings ────────────── v1.4.3 Installed JLLWrappers ───────────────── v1.8.0 Installed TableTraits ───────────────── v1.0.1 Installed SortingAlgorithms ─────────── v1.2.3 Installed UniqueVectors ─────────────── v1.2.0 Installed PDMats ────────────────────── v0.11.40 Installed SoleLogics ────────────────── v0.13.7 Installed MbedTLS_jll ───────────────── v2.28.1010+0 Installed LaTeXStrings ──────────────── v1.4.0 Installed Crayons ───────────────────── v4.1.1 Installed CategoricalArrays ─────────── v1.1.1 Installed Lazy ──────────────────────── v0.15.1 Installed IterTools ─────────────────── v1.10.0 Installed Graphs ────────────────────── v1.13.1 Installed Accessors ─────────────────── v0.1.45 Installed WorkerUtilities ───────────── v1.6.1 Installed Dictionaries ──────────────── v0.4.6 Installed StatisticalTraits ─────────── v3.5.0 Installed DocStringExtensions ───────── v0.9.5 Installed Inflate ───────────────────── v0.1.5 Installed MLJModelInterface ─────────── v1.12.1 Installed QueryOperators ────────────── v1.0.1 Installing 5 artifacts Installed artifact OpenSpecFun 105.4 KiB Installed artifact Rmath 111.5 KiB Installed artifact catch22 87.3 KiB Installed artifact MbedTLS 1.0 MiB Installed artifact testfiles 4.4 MiB Updating `~/.julia/environments/v1.14/Project.toml` [4249d9c7] + SoleModels v0.10.7 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [7d9f7c33] + Accessors v0.1.45 [66dad0bd] + AliasTables v1.1.3 [ec485272] + ArnoldiMethod v0.4.0 [d1d4a3ce] + BitFlags v0.1.10 [336ed68f] + CSV v0.10.16 [acdeb78f] + Catch22 v0.7.0 [324d7699] + CategoricalArrays v1.1.1 [da1fd8a2] + CodeTracking v3.0.2 [944b1d66] + CodecZlib v0.7.8 [3da002f7] + ColorTypes v0.12.1 [861a8166] + Combinatorics v1.1.0 [38540f10] + CommonSolve v0.2.9 [34da2185] + Compat v4.18.1 [807dbc54] + Compiler v0.1.1 [a33af91c] + CompositionsBase v0.1.2 [f0e56b4a] + ConcurrentUtilities v2.5.1 [187b0558] + ConstructionBase v1.6.0 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.8.2 ⌅ [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [e7dc6d0d] + DataValues v0.4.13 [8bb1440f] + DelimitedFiles v1.9.1 [85a47980] + Dictionaries v0.4.6 ⌅ [0703355e] + DimensionalData v0.29.27 [6e83dbb3] + Discretizers v3.2.4 [31c24e10] + Distributions v0.25.129 [ffbed154] + DocStringExtensions v0.9.5 [460bff9d] + ExceptionUnwrapping v0.1.11 [411431e0] + Extents v0.1.6 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.16.0 ⌅ [53c48c17] + FixedPointNumbers v0.8.6 [069b7b12] + FunctionWrappers v1.1.3 [a0844989] + Gamma v1.1.0 ⌃ [86223c79] + Graphs v1.13.1 ⌅ [cd3eb016] + HTTP v1.11.0 [34004b35] + HypergeometricFunctions v0.3.29 [313cdc1a] + Indexing v1.1.1 [d25df0c9] + Inflate v0.1.5 [842dd82b] + InlineStrings v1.4.5 [85a1e053] + Interfaces v0.3.2 [8197267c] + IntervalSets v0.7.14 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.6 [c8e1da08] + IterTools v1.10.0 [1c8ee90f] + IterableTables v1.0.0 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.8.0 [682c06a0] + JSON v1.6.1 ⌅ [aa1ae85d] + JuliaInterpreter v0.10.12 [b964fa9f] + LaTeXStrings v1.4.0 [50d2b5c4] + Lazy v0.15.1 [2ab3a3ac] + LogExpFunctions v1.0.1 [e6f89c97] + LoggingExtras v1.2.0 ⌃ [6f1432cf] + LoweredCodeUtils v3.6.2 [e80e1ace] + MLJModelInterface v1.12.1 [1914dd2f] + MacroTools v0.5.16 [739be429] + MbedTLS v1.1.10 [e1d29d7a] + Missings v1.2.0 [8cc5100c] + MultiData v0.1.4 [4d8831e6] + OpenSSL v1.6.1 ⌅ [bac558e1] + OrderedCollections v1.8.2 [90014a1f] + PDMats v0.11.40 [69de0a69] + Parsers v2.8.6 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.3.4 [21216c6a] + Preferences v1.5.2 [08abe8d2] + PrettyTables v3.4.0 [33c8b6b6] + ProgressLogging v0.1.6 [92933f4c] + ProgressMeter v1.11.0 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [1a8c2f83] + Query v1.1.0 [2aef5ad7] + QueryOperators v1.0.1 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [295af30f] + Revise v3.15.1 [79098fc4] + Rmath v0.9.0 [f2b01f46] + Roots v3.0.1 [321657f4] + ScientificTypes v3.3.0 [30f210dd] + ScientificTypesBase v3.1.0 [91c51154] + SentinelArrays v1.4.10 [777ac1f9] + SimpleBufferStream v1.2.0 [699a6c99] + SimpleTraits v0.9.6 [4475fa32] + SoleBase v0.13.4 [123f1ae1] + SoleData v0.16.8 [b002da8f] + SoleLogics v0.13.7 [4249d9c7] + SoleModels v0.10.7 [a2af1166] + SortingAlgorithms v1.2.3 [276daf66] + SpecialFunctions v2.8.0 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.12 [4c63d2b9] + StatsFuns v2.2.0 [892a3eda] + StringManipulation v0.4.4 [ec057cc2] + StructUtils v2.8.2 [5e66a065] + TableShowUtils v0.2.7 [3783bdb8] + TableTraits v1.0.1 [382cd787] + TableTraitsUtils v1.0.2 [bd369af6] + Tables v1.13.0 [4239201d] + ThreadSafeDicts v0.1.6 ⌅ [f3112013] + TimeseriesFeatures v0.6.1 [3bb67fe8] + TranscodingStreams v0.11.3 [5c2747f8] + URIs v1.6.1 [2fbcfb34] + UniqueVectors v1.2.0 [ea10d353] + WeakRefStrings v1.4.3 [76eceee3] + WorkerUtilities v1.6.1 [a5390f91] + ZipFile v0.10.1 [c8ffd9c3] + MbedTLS_jll v2.28.1010+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [8a07c0c5] + catch22_jll v0.5.0+0 [0dad84c5] + ArgTools v1.2.0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [8bf52ea8] + CRC32c v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.14.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.13.0 [9e88b42a] + Serialization v1.11.0 [1a1011a3] + SharedArrays v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v1.5.5+2 [deac9b47] + LibCURL_jll v8.21.0+0 [e37daf67] + LibGit2_jll v1.9.4+0 [29816b5a] + LibSSH2_jll v1.11.101+0 [14a3606d] + MozillaCACerts_jll v2026.5.14 [4536629a] + OpenBLAS_jll v0.3.33+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.7+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.69.0+0 [3f19e933] + p7zip_jll v17.8.0+0 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` Installation completed after 11.68s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling project... 4.4 s ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 27 already precompiled. Precompiling package dependencies... Precompiling project... 3.6 s ✓ MacroTools 1.5 s ✓ InlineStrings 0.5 s ✓ Reexport 1.0 s ✓ ConstructionBase 2.0 s ✓ IrrationalConstants 0.5 s ✓ DataValueInterfaces 0.7 s ✓ StatsAPI 1.1 s ✓ Calculus 1.0 s ✓ IterTools 0.9 s ✓ IntervalSets 0.7 s ✓ CEnum 0.6 s ✓ Indexing 1.8 s ✓ Combinatorics 0.9 s ✓ Inflate 0.6 s ✓ CommonSolve 1.1 s ✓ TranscodingStreams 0.7 s ✓ LaTeXStrings 0.8 s ✓ ChunkCodecCore 0.7 s ✓ Interfaces 0.9 s ✓ Statistics 0.8 s ✓ StaticArraysCore 0.8 s ✓ UniqueVectors 0.7 s ✓ StableRNGs 0.6 s ✓ IfElse 0.6 s ✓ PtrArrays 0.6 s ✓ SimpleBufferStream 0.7 s ✓ ManualMemory 0.8 s ✓ Adapt 0.6 s ✓ DataAPI 1.8 s ✓ SciMLPublic 0.7 s ✓ CommonWorldInvalidations 0.9 s ✓ URIs 3.0 s ✓ UnsafeAtomics 1.5 s ✓ ShowCases 0.7 s ✓ InvertedIndices 0.7 s ✓ InverseFunctions 0.6 s ✓ ThreadSafeDicts 0.6 s ✓ BitFlags 0.6 s ✓ CompositionsBase 0.9 s ✓ AbstractTrees 1.3 s ✓ PrettyPrinting 0.7 s ✓ WorkerUtilities 0.7 s ✓ ComputationalResources 2.3 s ✓ FillArrays 0.6 s ✓ UnPack 0.8 s ✓ Extents 1.2 s ✓ OrderedCollections 1.2 s ✓ FunctionWrappers 0.7 s ✓ HashArrayMappedTries 0.9 s ✓ DocStringExtensions 1.0 s ✓ Gamma 1.4 s ✓ Compiler 0.5 s ✓ SIMDTypes 0.5 s ✓ IteratorInterfaceExtensions 1.7 s ✓ Crayons 0.8 s ✓ ProgressLogging 0.7 s ✓ DelimitedFiles 0.9 s ✓ Requires 1.3 s ✓ ConcurrentUtilities 1.0 s ✓ ZipFile 2.4 s ✓ ProgressMeter 1.3 s ✓ Scratch 2.0 s ✓ SentinelArrays 1.5 s ✓ LoggingExtras 1.7 s ✓ StructUtils 1.6 s ✓ CpuId 2.3 s ✓ PDMats 1.0 s ✓ Compat 1.1 s ✓ ScientificTypesBase 1.8 s ✓ PrecompileTools 2.3 s ✓ LearnAPI 1.4 s ✓ ExceptionUnwrapping 3.1 s ✓ CodeTracking 2.0 s ✓ Rmath_jll 2.2 s ✓ OpenSpecFun_jll 2.2 s ✓ catch22_jll 2.2 s ✓ LLVMOpenMP_jll 2.1 s ✓ MbedTLS_jll 5.2 s ✓ Lazy 2.9 s ✓ SimpleTraits 0.5 s ✓ ConstructionBase → ConstructionBaseLinearAlgebraExt 2.3 s ✓ DataValues 1.1 s ✓ Measurements 0.6 s ✓ IntervalSets → IntervalSetsRandomExt 0.6 s ✓ ConstructionBase → ConstructionBaseIntervalSetsExt 2.0 s ✓ Dictionaries 0.8 s ✓ CodecZlib 0.7 s ✓ ChunkCodecLibZlib 1.0 s ✓ ChunkCodecLibZstd 1.7 s ✓ Statistics → SparseArraysExt 3.1 s ✓ FixedPointNumbers 0.7 s ✓ ScikitLearnBase 1.3 s ✓ Distances 1.5 s ✓ EarlyStopping 0.5 s ✓ IntervalSets → IntervalSetsStatisticsExt 0.8 s ✓ AliasTables 1.7 s ✓ ThreadingUtilities 1.0 s ✓ ArrayInterface 1.6 s ✓ Adapt → AdaptSparseArraysExt 1.0 s ✓ GPUArraysCore 0.8 s ✓ Missings 0.8 s ✓ PooledArrays 0.9 s ✓ Atomix 1.1 s ✓ InverseFunctions → InverseFunctionsDatesExt 1.4 s ✓ InverseFunctions → InverseFunctionsTestExt 4.0 s ✓ OpenSSL 0.6 s ✓ CompositionsBase → CompositionsBaseInverseFunctionsExt 2.1 s ✓ FillArrays → FillArraysSparseArraysExt 0.8 s ✓ FillArrays → FillArraysStatisticsExt 0.7 s ✓ Parameters 0.5 s ✓ ScopedValues 0.9 s ✓ LogExpFunctions 1.6 s ✓ HypergeometricFunctions 0.5 s ✓ TableTraits 7.9 s ✓ FileIO 1.4 s ✓ RelocatableFolders 1.2 s ✓ StructUtils → StructUtilsStaticArraysCoreExt 2.0 s ✓ FillArrays → FillArraysPDMatsExt 0.6 s ✓ Compat → CompatLinearAlgebraExt 1.0 s ✓ StatisticalTraits 3.9 s ✓ StringManipulation 13.8 s ✓ StaticArrays 3.3 s ✓ RecipesBase 10.5 s ✓ Parsers 2.3 s ✓ Static ERROR: LoadError: MethodError: no method matching nteltype(::Core.SimpleVector) The function `nteltype` exists, but no method is defined for this combination of argument types.  Closest candidates are:  nteltype(!Matched::Type{NamedTuple{names, T}} where names) where T  @ Base namedtuple.jl:233  nteltype(!Matched::Type)  @ Base namedtuple.jl:232  Stacktrace:  [1] prepare_call(f::Any, allargs::Vector{Any}; enter_generated::Bool, method_table::Nothing)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/construct.jl:256  [2] get_call_framecode(fargs::Vector{Any}, parentframe::JuliaInterpreter.FrameCode, idx::Int64; enter_generated::Bool, method_table::Nothing)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/localmethtable.jl:65  [3] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, fargs::Vector{Any}, enter_generated::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:277  [4] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, call_expr::Expr, enter_generated::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:256  [5] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, call_expr::Expr)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:249  [6] eval_rhs(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, node::Expr)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:406  [7] step_expr!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, node::Any, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:569  [8] step_expr!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:627  [9] finish!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/commands.jl:14  [10] finish_and_return!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/commands.jl:30  [11] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, fargs::Vector{Any}, enter_generated::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:290  [12] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, call_expr::Expr, enter_generated::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:256  [13] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, call_expr::Expr)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:249  [14] eval_rhs(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, node::Expr)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:406  [15] step_expr!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, node::Any, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:569  [16] step_expr!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:627  [17] finish!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/commands.jl:14  [18] finish_and_return!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/commands.jl:30  [19] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, fargs::Vector{Any}, enter_generated::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:290  [20] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, call_expr::Expr, enter_generated::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:256  [21] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, call_expr::Expr)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:249  [22] eval_rhs(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, node::Expr)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:406  [23] step_expr!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, node::Any, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:569  [24] step_expr!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:627  [25] finish!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/commands.jl:14  [26] finish_and_return!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/commands.jl:30  [27] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, fargs::Vector{Any}, enter_generated::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:290  [28] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, call_expr::Expr, enter_generated::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:256  [29] evaluate_call!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, call_expr::Expr)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:249  [30] eval_rhs(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, node::Expr)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:406  [31] step_expr!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, node::Any, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:569  [32] step_expr!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/interpret.jl:627  [33] finish!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/commands.jl:14  [34] finish_and_return!(interp::JuliaInterpreter.RecursiveInterpreter, frame::JuliaInterpreter.Frame, istoplevel::Bool)  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/commands.jl:30  [35] macro expansion  @ ~/.julia/packages/JuliaInterpreter/bSt3F/src/construct.jl:764 [inlined]  [36] _precompile_()  @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/bSt3F/src/precompile.jl:7  [37] top-level scope  @ ~/.julia/packages/JuliaInterpreter/bSt3F/src/packagedef.jl:153  [38] include(mapexpr::Function, mod::Module, _path::String)  @ Base Base.jl:326  [39] top-level scope  @ ~/.julia/packages/JuliaInterpreter/bSt3F/src/JuliaInterpreter.jl:14  [40] include(mod::Module, _path::String)  @ Base Base.jl:325  [41] include_package_for_output(pkg::Base.PkgId, input::String, syntax_version::VersionNumber, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt128}}, source::Nothing)  @ Base loading.jl:3303  [42] top-level scope  @ stdin:5  [43] eval(m::Module, e::Any)  @ Core boot.jl:533  [44] include_string(mapexpr::typeof(identity), mod::Module, code::String, filename::String)  @ Base loading.jl:3132  [45] include_string(m::Module, txt::String, fname::String)  @ Base loading.jl:3142 [inlined]  [46] exec_options(opts::Base.JLOptions)  @ Base client.jl:353  [47] _start()  @ Base client.jl:596 in expression starting at /home/pkgeval/.julia/packages/JuliaInterpreter/bSt3F/src/packagedef.jl:153 in expression starting at /home/pkgeval/.julia/packages/JuliaInterpreter/bSt3F/src/JuliaInterpreter.jl:1 in expression starting at stdin:5 ✗ JuliaInterpreter 1.7 s ✓ Rmath 2.0 s ✓ XGBoost_jll 4.9 s ✓ XGBoost_GPU_jll 2.3 s ✓ MbedTLS 1.1 s ✓ StructUtils → StructUtilsMeasurementsExt 2.7 s ✓ ColorTypes 1.8 s ✓ DecisionTree 1.6 s ✓ Distances → DistancesSparseArraysExt 3.5 s ✓ IterationControl 1.0 s ✓ ArrayInterface → ArrayInterfaceFillArraysExt 0.5 s ✓ ArrayInterface → ArrayInterfaceStaticArraysCoreExt 1.6 s ✓ ArrayInterface → ArrayInterfaceSparseArraysExt 0.6 s ✓ ArrayInterface → ArrayInterfaceGPUArraysCoreExt 4.9 s ✓ Accessors 0.6 s ✓ LogExpFunctions → LogExpFunctionsInverseFunctionsExt 5.5 s ✓ SpecialFunctions 1.8 s ✓ Tables 1.5 s ✓ TableTraitsUtils 50.2 s ✓ JLD2 2.5 s ✓ ChainRulesCore 2.4 s ✓ FilePathsBase 4.1 s ✓ DataStructures 3.0 s ✓ CategoricalArrays 3.6 s ✓ MLJModelInterface 2.7 s ✓ BitBasis 3.3 s ✓ ArnoldiMethod 1.6 s ✓ StaticArrays → StaticArraysStatisticsExt 1.6 s ✓ ConstructionBase → ConstructionBaseStaticArraysExt 1.6 s ✓ Adapt → AdaptStaticArraysExt 2.1 s ✓ FillArrays → FillArraysStaticArraysExt 1.6 s ✓ IntervalSets → IntervalSetsRecipesBaseExt 1.6 s ✓ Measurements → MeasurementsRecipesBaseExt 6.7 s ✓ JSON 1.1 s ✓ InlineStrings → ParsersExt 1.2 s ✓ BitTwiddlingConvenienceFunctions 2.8 s ✓ CPUSummary 3.4 s ✓ StaticArrayInterface ERROR: LoadError: Precompiled image Base.PkgId(Base.UUID("aa1ae85d-cabe-5617-a682-6adf51b2e16a"), "JuliaInterpreter") not available with flags CacheFlags(; use_pkgimages=false, debug_level=1, check_bounds=1, inline=true, opt_level=0) Stacktrace:  [1] error(s::String)  @ Base error.jl:56  [2] __require_prelocked(pkg::Base.PkgId, env::String)  @ Base loading.jl:2837  [3] _require_prelocked(uuidkey::Base.PkgId, env::String)  @ Base loading.jl:2685  [4] macro expansion  @ loading.jl:2599 [inlined]  [5] macro expansion  @ lock.jl:376 [inlined]  [6] __require(into::Module, mod::Symbol)  @ Base loading.jl:2563  [7] require(into::Module, mod::Symbol)  @ Base loading.jl:2539 [inlined]  [8] eval_import_path(at::Module, from::Nothing, path::Expr, keyword::String)  @ Base module.jl:36 [inlined]  [9] eval_import_path_all(at::Module, path::Expr, keyword::String)  @ Base module.jl:60  [10] _eval_using(to::Module, path::Expr, flags::UInt8)  @ Base module.jl:137 [inlined]  [11] top-level scope  @ ~/.julia/packages/LoweredCodeUtils/4qEJi/src/LoweredCodeUtils.jl:14  [12] include(mod::Module, _path::String)  @ Base Base.jl:325  [13] include_package_for_output(pkg::Base.PkgId, input::String, syntax_version::VersionNumber, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt128}}, source::Nothing)  @ Base loading.jl:3303  [14] top-level scope  @ stdin:5  [15] eval(m::Module, e::Any)  @ Core boot.jl:533  [16] include_string(mapexpr::typeof(identity), mod::Module, code::String, filename::String)  @ Base loading.jl:3132  [17] include_string(m::Module, txt::String, fname::String)  @ Base loading.jl:3142 [inlined]  [18] exec_options(opts::Base.JLOptions)  @ Base client.jl:353  [19] _start()  @ Base client.jl:596 in expression starting at /home/pkgeval/.julia/packages/LoweredCodeUtils/4qEJi/src/LoweredCodeUtils.jl:1 in expression starting at stdin:5 ✗ LoweredCodeUtils 25.9 s ✓ HTTP 1.2 s ✓ ColorTypes → StyledStringsExt 1.8 s ✓ Accessors → StaticArraysExt 1.9 s ✓ Accessors → TestExt 2.5 s ✓ Accessors → IntervalSetsExt 2.5 s ✓ Accessors → LinearAlgebraExt 1.3 s ✓ Measurements → MeasurementsSpecialFunctionsExt 2.5 s ✓ StatsFuns 1.6 s ✓ TableOperations 1.2 s ✓ StructUtils → StructUtilsTablesExt 3.0 s ✓ MLCore 27.3 s ✓ DimensionalData 43.4 s ✓ PrettyTables 1.5 s ✓ IterableTables 5.3 s ✓ JLD2 → UnPackExt 1.6 s ✓ ChainRulesCore → ChainRulesCoreSparseArraysExt 0.7 s ✓ Distances → DistancesChainRulesCoreExt 0.6 s ✓ ArrayInterface → ArrayInterfaceChainRulesCoreExt 2.9 s ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 1.8 s ✓ StaticArrays → StaticArraysChainRulesCoreExt 4.3 s ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 3.0 s ✓ FilePathsBase → FilePathsBaseTestExt 1.1 s ✓ FilePathsBase → FilePathsBaseMmapExt 1.6 s ✓ SortingAlgorithms 2.6 s ✓ QuadGK 2.7 s ✓ ARFFFiles 1.8 s ✓ CategoricalArrays → CategoricalArraysRecipesBaseExt 1.5 s ✓ CategoricalArrays → CategoricalArraysSentinelArraysExt 3.6 s ✓ FeatureSelection 2.7 s ✓ MLJWrappers 4.7 s ✓ MLJDecisionTreeInterface 11.0 s ✓ Graphs 9.2 s ✓ KernelAbstractions 2.0 s ✓ TableShowUtils 1.4 s ✓ CategoricalArrays → CategoricalArraysJSONExt 2.2 s ✓ WeakRefStrings 1.9 s ✓ PolyesterWeave 1.9 s ✓ StaticArrayInterface → StaticArrayInterfaceStaticArraysExt 1.4 s ✓ CloseOpenIntervals 1.5 s ✓ LayoutPointers ERROR: LoadError: Precompiled image Base.PkgId(Base.UUID("aa1ae85d-cabe-5617-a682-6adf51b2e16a"), "JuliaInterpreter") not available with flags CacheFlags(; use_pkgimages=false, debug_level=1, check_bounds=1, inline=true, opt_level=0) Stacktrace:  [1] error(s::String)  @ Base error.jl:56  [2] __require_prelocked(pkg::Base.PkgId, env::String)  @ Base loading.jl:2837  [3] _require_prelocked(uuidkey::Base.PkgId, env::String)  @ Base loading.jl:2685  [4] macro expansion  @ loading.jl:2599 [inlined]  [5] macro expansion  @ lock.jl:376 [inlined]  [6] __require(into::Module, mod::Symbol)  @ Base loading.jl:2563  [7] require(into::Module, mod::Symbol)  @ Base loading.jl:2539 [inlined]  [8] eval_import_path(at::Module, from::Nothing, path::Expr, keyword::String)  @ Base module.jl:36 [inlined]  [9] eval_import_path_all(at::Module, path::Expr, keyword::String)  @ Base module.jl:60  [10] _eval_using(to::Module, path::Expr, flags::UInt8)  @ Base module.jl:137 [inlined]  [11] top-level scope  @ ~/.julia/packages/Revise/m8c4M/src/Revise.jl:36  [12] include(mod::Module, _path::String)  @ Base Base.jl:325  [13] include_package_for_output(pkg::Base.PkgId, input::String, syntax_version::VersionNumber, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt128}}, source::Nothing)  @ Base loading.jl:3303  [14] top-level scope  @ stdin:5  [15] eval(m::Module, e::Any)  @ Core boot.jl:533  [16] include_string(mapexpr::typeof(identity), mod::Module, code::String, filename::String)  @ Base loading.jl:3132  [17] include_string(m::Module, txt::String, fname::String)  @ Base loading.jl:3142 [inlined]  [18] exec_options(opts::Base.JLOptions)  @ Base client.jl:353  [19] _start()  @ Base client.jl:596 in expression starting at /home/pkgeval/.julia/packages/Revise/m8c4M/src/Revise.jl:1 in expression starting at stdin:5 ✗ Revise 5.7 s ✓ FileIO → HTTPExt 7.0 s ✓ Roots 3.6 s ✓ StatsFuns → StatsFunsChainRulesCoreExt 1.2 s ✓ StatsFuns → StatsFunsInverseFunctionsExt 2.2 s ✓ DimensionalData → DimensionalDataCategoricalArraysExt 3.0 s ✓ DimensionalData → DimensionalDataSparseArraysExt 1.8 s ✓ DimensionalData → DimensionalDataArrayInterfaceExt 1.9 s ✓ DimensionalData → DimensionalDataChainRulesCoreExt 2.5 s ✓ DimensionalData → DimensionalDataRecipesBaseExt WARNING: Constructor for type "IndexStyle" was extended in `FeatureSets` without explicit qualification or import.  NOTE: Assumed "IndexStyle" refers to `Base.IndexStyle`. This behavior is deprecated and may differ in future versions.  NOTE: This behavior may have differed in Julia versions prior to 1.12.  Hint: If you intended to create a new generic function of the same name, use `function IndexStyle end`.  Hint: To silence the warning, qualify `IndexStyle` as `Base.IndexStyle` in the method signature or explicitly `import Base: IndexStyle`. 5.6 s ✓ TimeseriesFeatures 1.8 s ✓ DimensionalData → DimensionalDataAdaptExt 5.4 s ✓ StatsBase 91.5 s ✓ DataFrames 3.5 s ✓ KernelAbstractions → SparseArraysExt 2.4 s ✓ KernelAbstractions → LinearAlgebraExt 3.0 s ✓ QueryOperators 4.4 s ✓ OpenML 23.3 s ✓ CSV 2.3 s ✓ StrideArraysCore ERROR: LoadError: Precompiled image Base.PkgId(Base.UUID("295af30f-e4ad-537b-8983-00126c2a3abe"), "Revise") not available with flags CacheFlags(; use_pkgimages=false, debug_level=1, check_bounds=1, inline=true, opt_level=0) Stacktrace:  [1] error(s::String)  @ Base error.jl:56  [2] __require_prelocked(pkg::Base.PkgId, env::String)  @ Base loading.jl:2837  [3] _require_prelocked(uuidkey::Base.PkgId, env::String)  @ Base loading.jl:2685  [4] macro expansion  @ loading.jl:2599 [inlined]  [5] macro expansion  @ lock.jl:376 [inlined]  [6] __require(into::Module, mod::Symbol)  @ Base loading.jl:2563  [7] require(into::Module, mod::Symbol)  @ Base loading.jl:2539 [inlined]  [8] eval_import_path(at::Module, from::Nothing, path::Expr, keyword::String)  @ Base module.jl:36 [inlined]  [9] _eval_import(imported::Bool, to::Module, from::Nothing, paths::Expr)  @ Base module.jl:111  [10] top-level scope  @ ~/.julia/packages/Revise/m8c4M/ext/DistributedExt.jl:5  [11] include(mod::Module, _path::String)  @ Base Base.jl:325  [12] include_package_for_output(pkg::Base.PkgId, input::String, syntax_version::VersionNumber, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt128}}, source::Nothing)  @ Base loading.jl:3303  [13] top-level scope  @ stdin:5  [14] eval(m::Module, e::Any)  @ Core boot.jl:533  [15] include_string(mapexpr::typeof(identity), mod::Module, code::String, filename::String)  @ Base loading.jl:3132  [16] include_string(m::Module, txt::String, fname::String)  @ Base loading.jl:3142 [inlined]  [17] exec_options(opts::Base.JLOptions)  @ Base client.jl:353  [18] _start()  @ Base client.jl:596 in expression starting at /home/pkgeval/.julia/packages/Revise/m8c4M/ext/DistributedExt.jl:1 in expression starting at stdin:5 ✗ Revise → DistributedExt 1.2 s ✓ Roots → RootsChainRulesCoreExt 17.5 s ✓ Catch22 2.8 s ✓ LatinHypercubeSampling 2.3 s ✓ PDMats → StatsBaseExt 3.3 s ✓ Discretizers 2.3 s ✓ CategoricalArrays → CategoricalArraysStatsBaseExt 3.5 s ✓ DimensionalData → DimensionalDataStatsBaseExt 3.9 s ✓ TimeseriesFeatures → StatsBaseExt 13.9 s ✓ NNlib 2.6 s ✓ Query 2.2 s ✓ Polyester 11.0 s ✓ Distributions 4.3 s ✓ SoleBase 2.4 s ✓ NNlib → NNlibSpecialFunctionsExt 12.8 s ✓ MLUtils 4.0 s ✓ SparseMatricesCSR 4.8 s ✓ Distributions → DistributionsTestExt 4.7 s ✓ Distributions → DistributionsChainRulesCoreExt 7.5 s ✓ ScientificTypes 25.3 s ✓ SoleLogics 20.3 s ✓ StatisticalMeasuresBase 7.1 s ✓ XGBoost 22.5 s ✓ MultiData 8.6 s ✓ CategoricalDistributions 11.6 s ✓ MLJTransforms 8.1 s ✓ MLJXGBoostInterface 34.3 s ✓ SoleData 44.3 s ✓ StatisticalMeasures 19.6 s ✓ MLJModels 13.4 s ✓ MLJEnsembles 19.1 s ✓ MLJBase WARNING: import of SoleBase.Label into SoleModels conflicts with an existing identifier; ignored. 31.6 s ✓ SoleModels 10.6 s ✓ StatisticalMeasures → ScientificTypesExt 10.4 s ✓ MLJBase → DefaultMeasuresExt 13.5 s ✓ MLJBalancing 15.0 s ✓ MLJIteration 14.7 s ✓ MLJTuning 25.9 s ✓ SoleModels → DecisionTreeExt 27.6 s ✓ SoleModels → XGBoostExt 21.9 s ✓ MLJ 261 dependencies successfully precompiled in 1245 seconds. 46 already precompiled. 2 dependencies had output during precompilation: ┌ TimeseriesFeatures │ WARNING: Constructor for type "IndexStyle" was extended in `FeatureSets` without explicit qualification or import. │ NOTE: Assumed "IndexStyle" refers to `Base.IndexStyle`. This behavior is deprecated and may differ in future versions. │ NOTE: This behavior may have differed in Julia versions prior to 1.12. │ Hint: If you intended to create a new generic function of the same name, use `function IndexStyle end`. │ Hint: To silence the warning, qualify `IndexStyle` as `Base.IndexStyle` in the method signature or explicitly `import Base: IndexStyle`. └ ┌ SoleModels │ WARNING: import of SoleBase.Label into SoleModels conflicts with an existing identifier; ignored. └ Precompilation completed after 1295.74s ################################################################################ # Testing # Testing SoleModels Status `/tmp/jl_jii726/Project.toml` [1520ce14] AbstractTrees v0.4.5 [336ed68f] CSV v0.10.16 [324d7699] CategoricalArrays v1.1.1 [a93c6f00] DataFrames v1.8.2 [7806a523] DecisionTree v0.12.4 [1a297f60] FillArrays v1.16.0 [069b7b12] FunctionWrappers v1.1.3 [c8e1da08] IterTools v1.10.0 [033835bb] JLD2 v0.6.4 [50d2b5c4] Lazy v0.15.1 [add582a8] MLJ v0.23.2 [c6f25543] MLJDecisionTreeInterface v0.5.0 [e80e1ace] MLJModelInterface v1.12.1 [54119dfa] MLJXGBoostInterface v0.3.13 [08abe8d2] PrettyTables v3.4.0 [92933f4c] ProgressMeter v1.11.0 [189a3867] Reexport v1.2.2 [4475fa32] SoleBase v0.13.4 [123f1ae1] SoleData v0.16.8 [b002da8f] SoleLogics v0.13.7 [4249d9c7] SoleModels v0.10.7 [2913bbd2] StatsBase v0.34.12 [4239201d] ThreadSafeDicts v0.1.6 [009559a3] XGBoost v2.5.4 [b77e0a4c] InteractiveUtils v1.11.0 [d6f4376e] Markdown v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_jii726/Manifest.toml` [da404889] ARFFFiles v1.6.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.45 [79e6a3ab] Adapt v4.7.0 [66dad0bd] AliasTables v1.1.3 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.27.0 [a9b6321e] Atomix v1.1.3 [50ba71b6] BitBasis v0.9.10 [d1d4a3ce] BitFlags v0.1.10 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [fa961155] CEnum v0.5.0 [2a0fbf3d] CPUSummary v0.2.7 [336ed68f] CSV v0.10.16 [49dc2e85] Calculus v0.5.2 [acdeb78f] Catch22 v0.7.0 [324d7699] CategoricalArrays v1.1.1 [af321ab8] CategoricalDistributions v0.2.2 [d360d2e6] ChainRulesCore v1.26.1 [0b6fb165] ChunkCodecCore v1.0.1 [4c0bbee4] ChunkCodecLibZlib v1.0.0 [55437552] ChunkCodecLibZstd v1.0.0 [fb6a15b2] CloseOpenIntervals v0.1.13 [da1fd8a2] CodeTracking v3.0.2 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.1.0 [38540f10] CommonSolve v0.2.9 [f70d9fcc] CommonWorldInvalidations v1.1.0 [34da2185] Compat v4.18.1 [807dbc54] Compiler v0.1.1 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [f0e56b4a] ConcurrentUtilities v2.5.1 [187b0558] ConstructionBase v1.6.0 [adafc99b] CpuId v0.3.1 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.2 ⌅ [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [e7dc6d0d] DataValues v0.4.13 [7806a523] DecisionTree v0.12.4 [8bb1440f] DelimitedFiles v1.9.1 [85a47980] Dictionaries v0.4.6 ⌅ [0703355e] DimensionalData v0.29.27 [6e83dbb3] Discretizers v3.2.4 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.129 [ffbed154] DocStringExtensions v0.9.5 [792122b4] EarlyStopping v0.3.0 [460bff9d] ExceptionUnwrapping v0.1.11 [411431e0] Extents v0.1.6 [33837fe5] FeatureSelection v0.2.6 [5789e2e9] FileIO v1.19.0 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.16.0 ⌅ [53c48c17] FixedPointNumbers v0.8.6 [069b7b12] FunctionWrappers v1.1.3 [46192b85] GPUArraysCore v0.2.0 [a0844989] Gamma v1.1.0 ⌃ [86223c79] Graphs v1.13.1 ⌅ [cd3eb016] HTTP v1.11.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.29 [615f187c] IfElse v0.1.1 [313cdc1a] Indexing v1.1.1 [d25df0c9] Inflate v0.1.5 [842dd82b] InlineStrings v1.4.5 [85a1e053] Interfaces v0.3.2 [8197267c] IntervalSets v0.7.14 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [c8e1da08] IterTools v1.10.0 [1c8ee90f] 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Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Julia version: 1.14.0-DEV.2600 ################################################## TEST: base.jl TEST: test_tree.jl ################################################## TEST: misc.jl ################################################## TEST: parse.jl ################################################## TEST: juliacon2024.jl [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(DecisionTreeClassifier(max_depth = -1, …), …). ▣ ([petal_width] < 0.7) ├✔ setosa └✘ ([petal_width] < 1.65) ├✔ ([petal_length] < 4.95) │ ├✔ versicolor │ └✘ ([petal_width] < 1.55) │ ├✔ virginica │ └✘ ([petal_length] < 5.449999999999999) │ ├✔ versicolor │ └✘ virginica └✘ ([petal_length] < 4.85) ├✔ ([sepal_width] < 3.1) │ ├✔ virginica │ └✘ versicolor └✘ virginica ┌─────────────────────────────────────────────────────────────────────────────── │ ⋯ ├─────────────────────────────────────────────────────────────────────────────── │ ⋯ │ ([petal_widt ⋯ │ ([petal_width] ≥ 0.7) ∧ ([petal_width ⋯ │ ([petal_width] ≥ 0.7) ∧ ([petal_width] < 1.65) ∧ ([petal_length] ≥ 4.95) ∧ ( ⋯ │ ([petal_width] ≥ 0.7) ∧ ([petal_width] < 1.65) ∧ ([petal_length] ≥ 4.95) ∧ ( ⋯ │ ([petal_width] ≥ 0.7) ∧ ([petal_widt ⋯ │ ([petal_width] ≥ 0.7) ∧ ([petal_widt ⋯ │ ([petal_widt ⋯ └─────────────────────────────────────────────────────────────────────────────── 8 columns omitted ┌─────────────────────────────────────────────────────────────────────────────── │ ⋯ ├─────────────────────────────────────────────────────────────────────────────── │ [petal_wid ⋯ │ ([petal_width] ∈ [0.7,1.65)) ∧ ([petal_length ⋯ │ ([petal_width] ∈ [0.7,1.55)) ∧ ([petal_lengt ⋯ │ ([petal_width] ∈ [1.55,1.65)) ∧ ([petal_length] ∈ [4.95,5.4 ⋯ │ ([petal_width] ∈ [1.55,1.65)) ∧ ([petal_length] ∈ [5.44999 ⋯ │ ([petal_width] ∈ [1.65,Inf]) ∧ ([petal_length] ∈ [-Inf,4.85)) ∧ ([sepal_widt ⋯ │ ([petal_width] ∈ [1.65,Inf]) ∧ ([petal_length] ∈ [-Inf,4.85)) ∧ ([sepal_wid ⋯ │ ([petal_width] ∈ [1.65,Inf]) ∧ ([petal_lengt ⋯ └─────────────────────────────────────────────────────────────────────────────── 8 columns omitted ┌─────────────────────────────────────────────────────────────────────────────── │ ⋯ ├─────────────────────────────────────────────────────────────────────────────── │ [petal_wid ⋯ │ ([petal_width] ∈ [0.7,1.65)) ∧ ([petal_length ⋯ │ ([petal_width] ∈ [0.7,1.55)) ∧ ([petal_lengt ⋯ │ ([petal_width] ∈ [1.55,1.65)) ∧ ([petal_length] ∈ [4.95,5.4 ⋯ │ ([petal_width] ∈ [1.55,1.65)) ∧ ([petal_length] ∈ [5.44999 ⋯ │ ([petal_width] ∈ [1.65,Inf]) ∧ ([petal_length] ∈ [-Inf,4.85)) ∧ ([sepal_widt ⋯ │ ([petal_width] ∈ [1.65,Inf]) ∧ ([petal_length] ∈ [-Inf,4.85)) ∧ ([sepal_wid ⋯ │ ([petal_width] ∈ [1.65,Inf]) ∧ ([petal_lengt ⋯ └─────────────────────────────────────────────────────────────────────────────── 9 columns omitted ┌─────────────────────────────────────────────────────────────────────────────── │ ⋯ ├─────────────────────────────────────────────────────────────────────────────── │ ⋯ │ [petal ⋯ │ (([petal_width] ∈ [0.7,1.55)) ∧ ([petal_length] ∈ [4.95,Inf])) ∨ (([petal_wi ⋯ └─────────────────────────────────────────────────────────────────────────────── 8 columns omitted ################################################## TEST: linear-form-utilities.jl ################################################## TEST: /home/pkgeval/.julia/packages/SoleModels/iRRCx/pluto-demo.jl Progress: 25%|██████████▎ | ETA: 0:00:30 Progress: 50%|████████████████████▌ | ETA: 0:00:11 Progress: 62%|█████████████████████████▋ | ETA: 0:00:09 Progress: 75%|██████████████████████████████▊ | ETA: 0:00:05 Progress: 88%|███████████████████████████████████▉ | ETA: 0:00:02 Progress: 100%|█████████████████████████████████████████| Time: 0:00:16 ################################################## TEST: DecisionTreeExt/tree.jl Training set size: (120, 4) - (120,) Test set size: (30, 4) - (30,) Training set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} Test set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(DecisionTreeClassifier(max_depth = -1, …), …). ▣ ([petal_width] < 0.75) ├✔ setosa : (ninstances = 41, ncovered = 41, confidence = 1.0, lift = 1.0) └✘ ([petal_width] < 1.75) ├✔ ([petal_length] < 4.95) │ ├✔ ([petal_width] < 1.65) │ │ ├✔ versicolor : (ninstances = 37, ncovered = 37, confidence = 1.0, lift = 1.0) │ │ └✘ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) │ └✘ ([petal_length] < 5.35) │ ├✔ ([sepal_width] < 2.45) │ │ ├✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) │ │ └✘ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) │ └✘ virginica : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) └✘ virginica : (ninstances = 36, ncovered = 36, confidence = 1.0, lift = 1.0) ▣ ([petal_width] < 0.75) ↣ setosa : (ninstances = 120, ncovered = 41, coverage = 0.34, confidence = 1.0, lift = 2.93, natoms = 1) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] < 1.65)) ↣ versicolor : (ninstances = 120, ncovered = 37, coverage = 0.31, confidence = 1.0, lift = 3.08, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] ≥ 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] < 2.45)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 5) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] ≥ 2.45)) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.08, natoms = 5) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] ≥ 5.35)) ↣ virginica : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] ≥ 1.75)) ↣ virginica : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.0, natoms = 2) ▣ ([petal_width] < 0.75) ↣ setosa : (ninstances = 41, ncovered = 41, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 41, coverage = 0.34, confidence = 1.0, lift = 2.93, natoms = 1) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] < 1.65)) ↣ versicolor : (ninstances = 37, ncovered = 37, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 37, coverage = 0.31, confidence = 1.0, lift = 3.08, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] ≥ 1.65)) ↣ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] < 2.45)) ↣ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 5) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] ≥ 2.45)) ↣ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.08, natoms = 5) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] ≥ 5.35)) ↣ virginica : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] ≥ 1.75)) ↣ virginica : (ninstances = 36, ncovered = 36, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.0, natoms = 2) ▣ ([petal_width] < 0.75) : (ninstances = 120, ncovered = 41, coverage = 0.34, confidence = 1.0, lift = 2.93, natoms = 1) └✔ setosa : (ninstances = 41, ncovered = 41, confidence = 1.0, lift = 1.0) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] < 1.65)) : (ninstances = 120, ncovered = 37, coverage = 0.31, confidence = 1.0, lift = 3.08, natoms = 4) └✔ versicolor : (ninstances = 37, ncovered = 37, confidence = 1.0, lift = 1.0) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] ≥ 1.65)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) └✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] < 2.45)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 5) └✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] ≥ 2.45)) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.08, natoms = 5) └✔ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] ≥ 5.35)) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.0, natoms = 4) └✔ virginica : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] ≥ 1.75)) : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.0, natoms = 2) └✔ virginica : (ninstances = 36, ncovered = 36, confidence = 1.0, lift = 1.0) ▣ ([petal_width] < 0.75) ↣ setosa : (ninstances = 120, ncovered = 41, coverage = 0.34, confidence = 1.0, lift = 2.93, natoms = 1) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] < 1.65)) ↣ versicolor : (ninstances = 120, ncovered = 37, coverage = 0.31, confidence = 1.0, lift = 3.08, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] ≥ 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] < 2.45)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 5) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] ≥ 2.45)) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.08, natoms = 5) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] ≥ 5.35)) ↣ virginica : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] ≥ 1.75)) ↣ virginica : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.0, natoms = 2) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] ≥ 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 3.0, natoms = 4, length = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] < 2.45)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 3.0, natoms = 5, length = 5) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] ≥ 5.35)) ↣ virginica : (ninstances = 120, ncovered = 2, coverage = 0.016666666666666666, confidence = 1.0, lift = 3.0, natoms = 4, length = 4) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] ≥ 4.95)) ∧ (([petal_length] < 5.35)) ∧ (([sepal_width] ≥ 2.45)) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.016666666666666666, confidence = 1.0, lift = 3.0769230769230766, natoms = 5, length = 5) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] ≥ 1.75)) ↣ virginica : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.0, natoms = 2, length = 2) ▣ (([petal_width] ≥ 0.75)) ∧ (([petal_width] < 1.75)) ∧ (([petal_length] < 4.95)) ∧ (([petal_width] < 1.65)) ↣ versicolor : (ninstances = 120, ncovered = 37, coverage = 0.30833333333333335, confidence = 1.0, lift = 3.0769230769230766, natoms = 4, length = 4) ▣ ([petal_width] < 0.75) ↣ setosa : (ninstances = 120, ncovered = 41, coverage = 0.3416666666666667, confidence = 1.0, lift = 2.926829268292683, natoms = 1, length = 1) [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ TEST: DecisionTreeExt/forest.jl Training set size: (120, 4) - (120,) Test set size: (30, 4) - (30,) Training set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} Test set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(RandomForestClassifier(max_depth = 3, …), …). ▣ Ensemble{UInt32} of 10 models of type Branch{CategoricalArrays.CategoricalValue{String, UInt32}} ├[1/10]┐ ([petal_width] < 0.8) │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ └✘ ([sepal_length] < 6.800000000000001) │ ├✔ ([sepal_width] < 3.1500000000000004) │ │ ├✔ versicolor : (ninstances = 15, ncovered = 15, confidence = 0.67, lift = 1.0) │ │ └✘ virginica : (ninstances = 3, ncovered = 3, confidence = 0.67, lift = 1.0) │ └✘ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) ├[2/10]┐ ([sepal_length] < 5.55) │ ├✔ ([petal_length] < 2.45) │ │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ │ └✘ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) │ └✘ ([petal_length] < 5.05) │ ├✔ ([sepal_width] < 3.7) │ │ ├✔ versicolor : (ninstances = 11, ncovered = 11, confidence = 0.82, lift = 1.0) │ │ └✘ setosa : (ninstances = 0, ncovered = 0, confidence = NaN, lift = NaN) │ └✘ virginica : (ninstances = 8, ncovered = 8, confidence = 1.0, lift = 1.0) ├[3/10]┐ ([petal_length] < 2.5999999999999996) │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ └✘ ([petal_length] < 4.7) │ ├✔ ([petal_length] < 4.45) │ │ ├✔ versicolor : (ninstances = 7, ncovered = 7, confidence = 1.0, lift = 1.0) │ │ └✘ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) │ └✘ virginica : (ninstances = 12, ncovered = 12, confidence = 0.83, lift = 1.0) ├[4/10]┐ ([petal_width] < 1.7000000000000002) │ ├✔ ([petal_length] < 2.35) │ │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ │ └✘ versicolor : (ninstances = 11, ncovered = 11, confidence = 0.91, lift = 1.0) │ └✘ virginica : (ninstances = 10, ncovered = 10, confidence = 0.9, lift = 1.0) ├[5/10]┐ ([petal_length] < 2.7) │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ └✘ ([petal_width] < 1.75) │ ├✔ ([petal_width] < 1.35) │ │ ├✔ versicolor : (ninstances = 6, ncovered = 6, confidence = 1.0, lift = 1.0) │ │ └✘ versicolor : (ninstances = 5, ncovered = 5, confidence = 0.8, lift = 1.0) │ └✘ virginica : (ninstances = 10, ncovered = 10, confidence = 0.9, lift = 1.0) ├[6/10]┐ ([petal_length] < 2.45) │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ └✘ ([petal_length] < 4.95) │ ├✔ versicolor : (ninstances = 13, ncovered = 13, confidence = 0.85, lift = 1.0) │ └✘ ([petal_length] < 5.199999999999999) │ ├✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) │ └✘ virginica : (ninstances = 7, ncovered = 7, confidence = 1.0, lift = 1.0) ├[7/10]┐ ([petal_width] < 1.55) │ ├✔ ([petal_width] < 0.7) │ │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ │ └✘ versicolor : (ninstances = 11, ncovered = 11, confidence = 0.91, lift = 1.0) │ └✘ virginica : (ninstances = 10, ncovered = 10, confidence = 0.9, lift = 1.0) ├[8/10]┐ ([sepal_length] < 5.75) │ ├✔ ([petal_width] < 0.7) │ │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ │ └✘ ([petal_length] < 4.45) │ │ ├✔ versicolor : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) │ │ └✘ virginica : (ninstances = 2, ncovered = 2, confidence = 0.5, lift = 1.0) │ └✘ ([petal_width] < 1.75) │ ├✔ ([petal_width] < 0.7) │ │ ├✔ setosa : (ninstances = 0, ncovered = 0, confidence = NaN, lift = NaN) │ │ └✘ versicolor : (ninstances = 7, ncovered = 7, confidence = 0.86, lift = 1.0) │ └✘ virginica : (ninstances = 9, ncovered = 9, confidence = 0.89, lift = 1.0) ├[9/10]┐ ([sepal_length] < 5.75) │ ├✔ ([petal_length] < 2.35) │ │ ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) │ │ └✘ ([petal_length] < 4.45) │ │ ├✔ versicolor : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) │ │ └✘ virginica : (ninstances = 2, ncovered = 2, confidence = 0.5, lift = 1.0) │ └✘ ([petal_width] < 1.75) │ ├✔ ([petal_length] < 4.95) │ │ ├✔ versicolor : (ninstances = 6, ncovered = 6, confidence = 1.0, lift = 1.0) │ │ └✘ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) │ └✘ virginica : (ninstances = 9, ncovered = 9, confidence = 0.89, lift = 1.0) └[10/10]┐ ([petal_length] < 2.45) ├✔ setosa : (ninstances = 9, ncovered = 9, confidence = 1.0, lift = 1.0) └✘ ([sepal_length] < 5.65) ├✔ versicolor : (ninstances = 4, ncovered = 4, confidence = 0.75, lift = 1.0) └✘ ([petal_width] < 1.75) ├✔ versicolor : (ninstances = 8, ncovered = 8, confidence = 0.88, lift = 1.0) └✘ virginica : (ninstances = 9, ncovered = 9, confidence = 0.89, lift = 1.0) [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ TEST: DecisionTreeExt/adaboost.jl Training set size: (105, 4) - (105,) Test set size: (45, 4) - (45,) Training set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} Test set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ ▣ Ensemble{UInt32} of 10 models of type Branch{CategoricalArrays.CategoricalValue{String, UInt32}} ├[1/10]┐ ([petal_width] < 0.8) │ ├✔ setosa : (ninstances = 17, ncovered = 17, confidence = 1.0, lift = 1.0) │ └✘ versicolor : (ninstances = 28, ncovered = 28, confidence = 0.46, lift = 1.0) ├[2/10]┐ ([petal_length] < 2.45) │ ├✔ setosa : (ninstances = 17, ncovered = 17, confidence = 1.0, lift = 1.0) │ └✘ virginica : (ninstances = 28, ncovered = 28, confidence = 0.54, lift = 1.0) ├[3/10]┐ ([petal_width] < 1.75) │ ├✔ versicolor : (ninstances = 32, ncovered = 32, confidence = 0.41, lift = 1.0) │ └✘ virginica : (ninstances = 13, ncovered = 13, confidence = 1.0, lift = 1.0) ├[4/10]┐ ([petal_width] < 0.8) │ ├✔ setosa : (ninstances = 17, ncovered = 17, confidence = 1.0, lift = 1.0) │ └✘ versicolor : (ninstances = 28, ncovered = 28, confidence = 0.46, lift = 1.0) ├[5/10]┐ ([petal_length] < 2.45) │ ├✔ setosa : (ninstances = 17, ncovered = 17, confidence = 1.0, lift = 1.0) │ └✘ virginica : (ninstances = 28, ncovered = 28, confidence = 0.54, lift = 1.0) ├[6/10]┐ ([petal_length] < 4.85) │ ├✔ versicolor : (ninstances = 29, ncovered = 29, confidence = 0.38, lift = 1.0) │ └✘ virginica : (ninstances = 16, ncovered = 16, confidence = 0.88, lift = 1.0) ├[7/10]┐ ([petal_length] < 2.45) │ ├✔ setosa : (ninstances = 17, ncovered = 17, confidence = 1.0, lift = 1.0) │ └✘ versicolor : (ninstances = 28, ncovered = 28, confidence = 0.46, lift = 1.0) ├[8/10]┐ ([petal_width] < 0.8) │ ├✔ setosa : (ninstances = 17, ncovered = 17, confidence = 1.0, lift = 1.0) │ └✘ virginica : (ninstances = 28, ncovered = 28, confidence = 0.54, lift = 1.0) ├[9/10]┐ ([sepal_length] < 4.95) │ ├✔ virginica : (ninstances = 9, ncovered = 9, confidence = 0.0, lift = NaN) │ └✘ versicolor : (ninstances = 36, ncovered = 36, confidence = 0.36, lift = 1.0) └[10/10]┐ ([petal_length] < 2.45) ├✔ setosa : (ninstances = 17, ncovered = 17, confidence = 1.0, lift = 1.0) └✘ virginica : (ninstances = 28, ncovered = 28, confidence = 0.54, lift = 1.0) [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ AdaBoost accuracy: 0.9555555555555556 DecisionTree accuracy: 0.8888888888888888 RandomForest accuracy: 0.9777777777777777 DecisionTreeExt: Test Failed at /home/pkgeval/.julia/packages/SoleModels/iRRCx/test/DecisionTreeExt/adaboost.jl:104 Expression: ada_accuracy ≥ rm_accuracy ≥ dt_accuracy Evaluated: 0.9555555555555556 ≥ 0.9777777777777777 ≥ 0.8888888888888888 Stacktrace: [1] top-level scope @ ~/.julia/packages/SoleModels/iRRCx/test/DecisionTreeExt/adaboost.jl:560 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:784 [inlined] [3] include(mapexpr::Function, mod::Module, _path::String) @ Base Base.jl:326 [4] run_tests(list::Vector{String}) @ Main ~/.julia/packages/SoleModels/iRRCx/test/runtests.jl:8 [5] macro expansion @ ~/.julia/packages/SoleModels/iRRCx/test/runtests.jl:36 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:2246 [inlined] [7] macro expansion @ ~/.julia/packages/SoleModels/iRRCx/test/runtests.jl:36 [inlined] [8] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:2246 [inlined] [9] top-level scope @ ~/.julia/packages/SoleModels/iRRCx/test/runtests.jl:31 [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ ################################################## TEST: XGBoostExt/xgboost_classifier.jl Training set size: (105, 4) - (105,) Test set size: (45, 4) - (45,) Training set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} Test set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} [ Info: For silent loading, specify `verbosity=0`. import MLJXGBoostInterface ✔ ┌ Error: Problem fitting the machine machine(XGBoostClassifier(test = 1, …), …). └ @ MLJBase ~/.julia/packages/MLJBase/Tqnsi/src/machines.jl:758 [ Info: Running type checks... [ Info: Type checks okay. XGBoostExt: Error During Test at /home/pkgeval/.julia/packages/SoleModels/iRRCx/test/runtests.jl:35 Got exception outside of a @test LoadError: MethodError: kwcall(::@NamedTuple{label::Vector{Float64}}, ::Core.TypeEgal{DMatrix}, ::Ptr{Nothing}) is ambiguous. Candidates: kwcall(::NamedTuple, ::Type{DMatrix}, handle::Ptr{Nothing}) @ XGBoost ~/.julia/packages/XGBoost/ctppt/src/dmatrix.jl:85 kwcall(::NamedTuple, ::Core.TypeEgal{DMatrix}, tbl) @ XGBoost ~/.julia/packages/XGBoost/ctppt/src/dmatrix.jl:286 Possible fix, define kwcall(::NamedTuple, ::Core.TypeEgal{DMatrix}, ::Ptr{Nothing}) Stacktrace: [1] _dmatrix(x::Matrix{Float64}; missing_value::Float32, kw::@Kwargs{label::Vector{Float64}}) @ XGBoost ~/.julia/packages/XGBoost/ctppt/src/dmatrix.jl:205 [2] DMatrix(x::Matrix{Float64}; kw::@Kwargs{label::Vector{Float64}}) @ XGBoost ~/.julia/packages/XGBoost/ctppt/src/dmatrix.jl:210 [3] DMatrix(X::Matrix{Float64}, y::Vector{Float64}; kw::@Kwargs{}) @ XGBoost ~/.julia/packages/XGBoost/ctppt/src/dmatrix.jl:268 [4] DMatrix(X::Matrix{Float64}, y::Vector{Float64}) @ XGBoost ~/.julia/packages/XGBoost/ctppt/src/dmatrix.jl:268 [5] fit(model::MLJXGBoostInterface.XGBoostClassifier, verbosity::Int64, X::DataFrame, y::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}, weight::Nothing) @ MLJXGBoostInterface ~/.julia/packages/MLJXGBoostInterface/HEsWW/src/MLJXGBoostInterface.jl:181 [6] fit(model::MLJXGBoostInterface.XGBoostClassifier, verbosity::Int64, X::DataFrame, y::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}) @ MLJXGBoostInterface ~/.julia/packages/MLJXGBoostInterface/HEsWW/src/MLJXGBoostInterface.jl:172 [7] fit_only!(mach::Machine{MLJXGBoostInterface.XGBoostClassifier, MLJXGBoostInterface.XGBoostClassifier, true}; rows::Nothing, verbosity::Int64, force::Bool, composite::Nothing) @ MLJBase ~/.julia/packages/MLJBase/Tqnsi/src/machines.jl:756 [8] fit!(mach::Machine{MLJXGBoostInterface.XGBoostClassifier, MLJXGBoostInterface.XGBoostClassifier, true}; kwargs::@Kwargs{verbosity::Int64}) @ MLJBase ~/.julia/packages/MLJBase/Tqnsi/src/machines.jl:866 [inlined] [9] top-level scope @ ~/.julia/packages/SoleModels/iRRCx/test/XGBoostExt/xgboost_classifier.jl:42 [10] include(mapexpr::Function, mod::Module, _path::String) @ Base Base.jl:326 [11] run_tests(list::Vector{String}) @ Main ~/.julia/packages/SoleModels/iRRCx/test/runtests.jl:8 [12] macro expansion @ ~/.julia/packages/SoleModels/iRRCx/test/runtests.jl:36 [inlined] [13] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:2246 [inlined] [14] macro expansion @ ~/.julia/packages/SoleModels/iRRCx/test/runtests.jl:36 [inlined] [15] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:2246 [inlined] [16] top-level scope @ ~/.julia/packages/SoleModels/iRRCx/test/runtests.jl:31 [17] include(mapexpr::Function, mod::Module, _path::String) @ Base Base.jl:326 [18] top-level scope @ none:6 [19] eval(m::Module, e::Any) @ Core boot.jl:533 [20] exec_options(opts::Base.JLOptions) @ Base client.jl:321 [21] _start() @ Base client.jl:596 in expression starting at /home/pkgeval/.julia/packages/SoleModels/iRRCx/test/XGBoostExt/xgboost_classifier.jl:42 Test Summary: | Pass Fail Error Broken Total Time SoleModels.jl | 900 1 1 30 932 8m49.3s Models | 98 98 40.7s Miscellaneous | 199 30 229 23.9s Parse | 13 13 24.4s Rules | 0 2m37.3s Linear forms | 7 7 0.9s Pluto Demo | 0 1m17.5s DecisionTreeExt | 583 1 584 2m50.4s data validation | 120 120 4.8s data validation | 150 150 36.4s data validation | 300 300 12.5s XGBoostExt | 1 1 34.0s RNG of the outermost testset: Xoshiro(0xb3dffe2b89ef475c, 0x813dcdb5cf0a59f3, 0x8532290cf3e26c0c, 0xda80cc097e0cf72c, 0xcb19c8d02cd533a5) ERROR: LoadError: Some tests did not pass: 900 passed, 1 failed, 1 errored, 30 broken. in expression starting at /home/pkgeval/.julia/packages/SoleModels/iRRCx/test/runtests.jl:30 Testing failed after 588.92s ERROR: LoadError: Package SoleModels errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.14/Pkg/src/Types.jl:68 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.14/Pkg/src/Operations.jl:3247 [3] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::IOContext{IO}}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:587 [4] test(pkgs::Vector{PackageSpec}; io::IOContext{IO}, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:172 [5] test(pkgs::Vector{String}; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:160 [6] test(pkg::String; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:159 [inlined] [7] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:223 [8] include(mod::Module, _path::String) @ Base Base.jl:325 [9] exec_options(opts::Base.JLOptions) @ Base client.jl:355 [10] _start() @ Base client.jl:596 in expression starting at /PkgEval.jl/scripts/evaluate.jl:214 PkgEval failed after 1962.26s: package tests unexpectedly errored