Package evaluation of MLJ on Julia 1.13.0-DEV.974 (7bbb213719*) started at 2025-08-13T00:35:44.930 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.22s ################################################################################ # Installation # Installing MLJ... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [add582a8] + MLJ v0.20.9 Updating `~/.julia/environments/v1.13/Manifest.toml` [da404889] + ARFFFiles v1.5.0 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.2 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [d1d4a3ce] + BitFlags v0.1.9 ⌅ [324d7699] + CategoricalArrays v0.10.8 [af321ab8] + CategoricalDistributions v0.1.15 [d360d2e6] + ChainRulesCore v1.26.0 [944b1d66] + CodecZlib v0.7.8 [3da002f7] + ColorTypes v0.12.1 [861a8166] + Combinatorics v1.0.3 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [ed09eef8] + ComputationalResources v0.3.2 [f0e56b4a] + ConcurrentUtilities v2.5.0 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + ContextVariablesX v0.1.3 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.0 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [8bb1440f] + DelimitedFiles v1.9.1 [b4f34e82] + Distances v0.10.12 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [792122b4] + EarlyStopping v0.3.0 [460bff9d] + ExceptionUnwrapping v0.1.11 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [33837fe5] + FeatureSelection v0.2.3 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [46192b85] + GPUArraysCore v0.2.0 [cd3eb016] + HTTP v1.10.17 [076d061b] + HashArrayMappedTries v0.2.0 [34004b35] + HypergeometricFunctions v0.3.28 [22cec73e] + InitialValues v0.3.1 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.4 [b3c1a2ee] + IterationControl v0.5.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.1 [682c06a0] + JSON v0.21.4 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.38 [b964fa9f] + LaTeXStrings v1.4.0 [a5e1c1ea] + LatinHypercubeSampling v1.9.0 [92ad9a40] + LearnAPI v1.0.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.1.0 [c2834f40] + MLCore v1.0.0 ⌅ [64a0f543] + MLFlowClient v0.5.1 [add582a8] + MLJ v0.20.9 [45f359ea] + MLJBalancing v0.1.5 [a7f614a8] + MLJBase v1.8.2 [50ed68f4] + MLJEnsembles v0.4.3 [7b7b8358] + MLJFlow v0.5.0 [614be32b] + MLJIteration v0.6.3 [e80e1ace] + MLJModelInterface v1.12.0 [d491faf4] + MLJModels v0.17.9 [03970b2e] + MLJTuning v0.8.8 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [739be429] + MbedTLS v1.1.9 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [872c559c] + NNlib v0.9.31 [71a1bf82] + NameResolution v0.1.5 [8b6db2d4] + OpenML v0.3.2 [4d8831e6] + OpenSSL v1.5.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [69de0a69] + Parsers v2.8.3 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.5.0 [8162dcfd] + PrettyPrint v0.2.0 [54e16d92] + PrettyPrinting v0.4.2 [08abe8d2] + PrettyTables v2.4.0 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [05181044] + RelocatableFolders v1.0.1 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [321657f4] + ScientificTypes v3.1.1 [30f210dd] + ScientificTypesBase v3.0.0 [7e506255] + ScopedValues v1.4.0 [6c6a2e73] + Scratch v1.3.0 [efcf1570] + Setfield v1.1.2 [605ecd9f] + ShowCases v0.1.0 [777ac1f9] + SimpleBufferStream v1.2.0 [699a6c99] + SimpleTraits v0.9.5 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.5.1 [171d559e] + SplittablesBase v0.1.15 [860ef19b] + StableRNGs v1.0.3 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [a19d573c] + StatisticalMeasures v0.2.1 [c062fc1d] + StatisticalMeasuresBase v0.1.3 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.6 [4c63d2b9] + StatsFuns v1.5.0 [892a3eda] + StringManipulation v0.4.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [3bb67fe8] + TranscodingStreams v0.11.3 [28d57a85] + Transducers v0.4.84 [5c2747f8] + URIs v1.6.1 [3a884ed6] + UnPack v1.0.2 [013be700] + UnsafeAtomics v0.3.0 [c8ffd9c3] + MbedTLS_jll v2.28.6+2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.85s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Warning: Could not use exact versions of packages in manifest, re-resolving └ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:76 Precompiling package dependencies... ERROR: LoadError: The following 1 direct dependency failed to precompile: BetaML Failed to precompile BetaML [024491cd-cc6b-443e-8034-08ea7eb7db2b] to "/home/pkgeval/.julia/compiled/v1.13/BetaML/jl_hVOWdG" (ProcessExited(1)). [ Info: Beginning BetaML PrecompileTool workflow.... ERROR: LoadError: MethodError: objects of type Module are not callable. In case you did not try calling it explicitly, check if a Module has been passed as an argument to a method that expects a callable instead. The object of type `Module` exists, but no method is defined for this combination of argument types when trying to treat it as a callable object. Stacktrace: [1] backward(layer::BetaML.Nn.VectorFunctionLayer{0, typeof(BetaML.Utils.softmax), typeof(BetaML.Utils.dsoftmax), Nothing, Float64}, x::Vector{Float64}, next_gradient::Vector{Float64}) @ BetaML.Nn ~/.julia/packages/BetaML/3Lb3h/src/Nn/default_layers/VectorFunctionLayer.jl:102 [2] get_gradient(nn::BetaML.Nn.NN, x::Vector{Float64}, y::Vector{Bool}) @ BetaML.Nn ~/.julia/packages/BetaML/3Lb3h/src/Nn/Nn.jl:493 [3] get_batchgradient(nn::BetaML.Nn.NN, xbatch::Matrix{Float64}, ybatch::Matrix{Bool}) @ BetaML.Nn ~/.julia/packages/BetaML/3Lb3h/src/Nn/Nn.jl:530 [4] macro expansion @ ~/.julia/packages/BetaML/3Lb3h/src/Nn/Nn.jl:718 [inlined] [5] macro expansion @ ~/.julia/packages/ProgressMeter/kniaW/src/ProgressMeter.jl:1021 [inlined] [6] train!(nn::BetaML.Nn.NN, x::Matrix{Float64}, y::Matrix{Bool}; epochs::Int64, batch_size::Int64, sequential::Bool, nepochs_ran::Int64, verbosity::BetaML.Api.Verbosity, cb::typeof(BetaML.Nn.fitting_info), onfail::String, fail_epoch::Int64, fail_threshold::Float64, opt_alg::BetaML.Nn.ADAM, rng::Random.TaskLocalRNG) @ BetaML.Nn ~/.julia/packages/BetaML/3Lb3h/src/Nn/Nn.jl:703 [7] kwcall(::@NamedTuple{epochs::Int64, batch_size::Int64, sequential::Bool, verbosity::BetaML.Api.Verbosity, cb::typeof(BetaML.Nn.fitting_info), opt_alg::BetaML.Nn.ADAM, nepochs_ran::Int64, onfail::String, fail_epoch::Int64, fail_threshold::Float64, rng::Random.TaskLocalRNG}, ::typeof(BetaML.Nn.train!), nn::BetaML.Nn.NN, x::Matrix{Float64}, y::Matrix{Bool}) @ BetaML.Nn ~/.julia/packages/BetaML/3Lb3h/src/Nn/Nn.jl:665 [8] fit!(m::BetaML.Nn.NeuralNetworkEstimator, X::Matrix{Float64}, Y::Matrix{Bool}) @ BetaML.Nn ~/.julia/packages/BetaML/3Lb3h/src/Nn/Nn.jl:1174 [9] macro expansion @ ~/.julia/packages/BetaML/3Lb3h/src/Precompilation.jl:13 [inlined] [10] macro expansion @ ~/.julia/packages/PrecompileTools/Z8SWe/src/workloads.jl:73 [inlined] [11] macro expansion @ ~/.julia/packages/BetaML/3Lb3h/src/Precompilation.jl:7 [inlined] [12] macro expansion @ ~/.julia/packages/PrecompileTools/Z8SWe/src/workloads.jl:121 [inlined] [13] top-level scope @ ~/.julia/packages/BetaML/3Lb3h/src/Precompilation.jl:118 [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:312 [15] top-level scope @ ~/.julia/packages/BetaML/3Lb3h/src/BetaML.jl:78 [16] include(mod::Module, _path::String) @ Base ./Base.jl:311 [17] include_package_for_output(pkg::Base.PkgId, input::String, 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:3001 [18] top-level scope @ stdin:5 [19] eval(m::Module, e::Any) @ Core ./boot.jl:489 [20] include_string(mapexpr::typeof(identity), mod::Module, code::String, filename::String) @ Base ./loading.jl:2847 [21] include_string @ ./loading.jl:2857 [inlined] [22] exec_options(opts::Base.JLOptions) @ Base ./client.jl:318 [23] _start() @ Base ./client.jl:553 in expression starting at /home/pkgeval/.julia/packages/BetaML/3Lb3h/src/Precompilation.jl:1 in expression starting at /home/pkgeval/.julia/packages/BetaML/3Lb3h/src/BetaML.jl:1 in expression starting at stdin: in expression starting at /PkgEval.jl/scripts/precompile.jl:37 Precompilation failed after 1148.56s ################################################################################ # Testing # Testing MLJ Test Could not use exact versions of packages in manifest, re-resolving. Note: if you do not check your manifest file into source control, then you can probably ignore this message. However, if you do check your manifest file into source control, then you probably want to pass the `allow_reresolve = false` kwarg when calling the `Pkg.test` function. Updating `/tmp/jl_tOgRlE/Project.toml` [024491cd] + BetaML v0.12.2 [e2e10f9a] + CatBoost v0.3.6 [ab853011] + EvoLinear v0.4.3 [f6006082] + EvoTrees v0.17.4 [c709b415] + Imbalance v0.1.6 [c52c1a26] + LaplaceRedux v1.2.0 [7acf609c] + LightGBM v2.0.0 [add582a8] + MLJ v0.20.9 [d354fa79] + MLJClusteringInterface v0.1.13 [c6f25543] + MLJDecisionTreeInterface v0.4.2 [094fc8d1] + MLJFlux v0.6.6 [caf8df21] + MLJGLMInterface v0.3.7 [61c7150f] + MLJLIBSVMInterface v0.2.1 [6ee0df7b] + MLJLinearModels v0.10.1 [1b6a4a23] + MLJMultivariateStatsInterface v0.5.3 [33e4bacb] + MLJNaiveBayesInterface v0.1.6 [5ae90465] + MLJScikitLearnInterface v0.7.0 [7fa162e1] + MLJTSVDInterface v0.1.6 [697918b4] + MLJTestIntegration v0.5.2 [72560011] + MLJTestInterface v0.2.9 [5e27fcf9] + MLJText v0.2.3 [54119dfa] + MLJXGBoostInterface v0.3.13 [81f79f80] + Maxnet v0.1.4 [636a865e] + NearestNeighborModels v0.2.3 [90484964] + OneRule v0.5.1 [51249a0a] + OutlierDetectionNeighbors v0.1.5 [2449c660] + OutlierDetectionPython v0.2.4 [42b8e9d4] + ParallelKMeans v1.1.0 [19f41c5e] + PartitionedLS v1.0.11 [cdeec39e] + SIRUS v2.0.1 [ba4b7379] + SelfOrganizingMaps v0.1.2 [fd094767] + Suppressor v0.2.8 Updating `/tmp/jl_tOgRlE/Manifest.toml` [47edcb42] + ADTypes v1.16.0 [621f4979] + AbstractFFTs v1.5.0 [1520ce14] + AbstractTrees v0.4.5 [7d9fca2a] + Arpack v0.5.4 [4fba245c] + ArrayInterface v7.19.0 [13072b0f] + AxisAlgorithms v1.1.0 [39de3d68] + AxisArrays v0.4.7 [fbb218c0] + BSON v0.3.9 [024491cd] + BetaML v0.12.2 [62783981] + BitTwiddlingConvenienceFunctions v0.1.6 [fa961155] + CEnum v0.5.0 [2a0fbf3d] + CPUSummary v0.2.7 [336ed68f] + CSV v0.10.15 [e2e10f9a] + CatBoost v0.3.6 [082447d4] + ChainRules v1.72.5 [fb6a15b2] + CloseOpenIntervals v0.1.13 [aaaa29a8] + Clustering v0.15.8 [5900dafe] + CoDa v1.5.0 [9cc86067] + ColumnSelectors v1.0.0 [bbf7d656] + CommonSubexpressions v0.3.1 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [992eb4ea] + CondaPkg v0.2.29 [214a0ac2] + CorpusLoaders v0.3.5 [adafc99b] + CpuId v0.3.1 [124859b0] + DataDeps v0.7.13 [a93c6f00] + DataFrames v1.7.0 [6cb2f572] + DataScienceTraits v1.0.4 ⌅ [864edb3b] ↓ DataStructures v0.19.0 ⇒ v0.18.22 [7806a523] + DecisionTree v0.12.4 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.4 [4e289a0a] + EnumX v1.0.5 [ab853011] + EvoLinear v0.4.3 [f6006082] + EvoTrees v0.17.4 [411431e0] + Extents v0.1.6 [7a1cc6ca] + FFTW v1.9.0 [5789e2e9] + FileIO v1.17.0 [6a86dc24] + FiniteDiff v2.27.0 ⌅ [587475ba] + Flux v0.14.25 [9dda63f9] + ForceImport v0.0.3 [f6369f11] + ForwardDiff v1.0.1 ⌅ [d9f16b24] + Functors v0.4.12 [38e38edf] + GLM v1.9.0 [8d5ece8b] + GLMNet v0.7.4 [0c68f7d7] + GPUArrays v11.2.3 [5c1252a2] + GeometryBasics v0.5.10 [c27321d9] + Glob v1.3.1 ⌅ [f67ccb44] + HDF5 v0.16.16 [7693890a] + HTML_Entities v1.0.2 [3e5b6fbb] + HostCPUFeatures v0.1.17 [7869d1d1] + IRTools v0.4.15 [615f187c] + IfElse v0.1.1 [c709b415] + Imbalance v0.1.6 [842dd82b] + InlineStrings v1.4.4 [7d512f48] + InternedStrings v0.7.0 ⌅ [a98d9a8b] + Interpolations v0.15.1 [8197267c] + IntervalSets v0.7.11 [c8e1da08] + IterTools v1.10.0 [42fd0dbc] + IterativeSolvers v0.9.4 [033835bb] + JLD2 v0.5.15 [0f8b85d8] + JSON3 v1.14.3 [5ab0869b] + KernelDensity v0.6.10 [2d691ee1] + LIBLINEAR v0.7.1 [b1bec4e5] + LIBSVM v0.8.1 [929cbde3] + LLVM v9.4.2 [8ef0a80b] + Languages v0.4.6 [c52c1a26] + LaplaceRedux v1.2.0 [10f19ff3] + LayoutPointers v0.1.17 [7acf609c] + LightGBM v2.0.0 [9c8b4983] + LightXML v0.9.2 [d3d80556] + LineSearches v7.4.0 [7a12625a] + LinearMaps v3.11.4 [bdcacae8] + LoopVectorization v0.12.172 ⌃ [7e8f7934] + MLDataDevices v1.5.3 [add582a8] + MLJ v0.20.9 [d354fa79] + MLJClusteringInterface v0.1.13 [c6f25543] + MLJDecisionTreeInterface v0.4.2 [094fc8d1] + MLJFlux v0.6.6 [caf8df21] + MLJGLMInterface v0.3.7 [61c7150f] + MLJLIBSVMInterface v0.2.1 [6ee0df7b] + MLJLinearModels v0.10.1 [1b6a4a23] + MLJMultivariateStatsInterface v0.5.3 [33e4bacb] + MLJNaiveBayesInterface v0.1.6 [5ae90465] + MLJScikitLearnInterface v0.7.0 [7fa162e1] + MLJTSVDInterface v0.1.6 [697918b4] + MLJTestIntegration v0.5.2 [72560011] + MLJTestInterface v0.2.9 [5e27fcf9] + MLJText v0.2.3 [54119dfa] + MLJXGBoostInterface v0.3.13 [3da0fdf6] + MPIPreferences v0.1.11 [d125e4d3] + ManualMemory v0.1.8 [81f79f80] + Maxnet v0.1.4 [dbeba491] + Metalhead v0.9.5 [0b3b1443] + MicroMamba v0.1.14 [396aa475] + MultiResolutionIterators v0.5.0 [6f286f6a] + MultivariateStats v0.10.3 [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [9bbee03b] + NaiveBayes v0.5.6 [636a865e] + NearestNeighborModels v0.2.3 [b8a86587] + NearestNeighbors v0.4.22 [2f6b4ddb] + NelderMead v0.4.0 [46757867] + NetworkLayout v0.4.10 [b7351bd1] + NonNegLeastSquares v0.4.1 [6fe1bfb0] + OffsetArrays v1.17.0 [0b1bfda6] + OneHotArrays v0.2.10 [90484964] + OneRule v0.5.1 [429524aa] + Optim v1.13.2 ⌅ [3bd65402] + Optimisers v0.3.4 [1722ece6] + OutlierDetectionInterface v0.2.1 [51249a0a] + OutlierDetectionNeighbors v0.1.5 [2449c660] + OutlierDetectionPython v0.2.4 [42b8e9d4] + ParallelKMeans v1.1.0 [570af359] + PartialFunctions v1.2.1 [19f41c5e] + PartitionedLS v1.0.11 [fa939f87] + Pidfile v1.3.0 [1d0040c9] + PolyesterWeave v0.2.2 [2dfb63ee] + PooledArrays v1.4.3 [85a6dd25] + PositiveFactorizations v0.2.4 [33c8b6b6] + ProgressLogging v0.1.5 [6099a3de] + PythonCall v0.9.26 [b3c3ace0] + RangeArrays v0.3.2 [c84ed2f1] + Ratios v0.4.5 [c1ae055f] + RealDot v0.1.0 [94e857df] + SIMDTypes v0.1.0 [cdeec39e] + SIRUS v2.0.1 [476501e8] + SLEEFPirates v0.6.43 [6e75b9c4] + ScikitLearnBase v0.5.0 [ba4b7379] + SelfOrganizingMaps v0.1.2 [91c51154] + SentinelArrays v1.4.8 [1277b4bf] + ShiftedArrays v2.0.0 [fb8f903a] + Snowball v0.1.1 [dc90abb0] + SparseInverseSubset v0.1.2 [a0a7dd2c] + SparseMatricesCSR v0.6.9 [df0093a1] + SpectralIndices v0.2.14 [aedffcd0] + Static v1.2.0 [0d7ed370] + StaticArrayInterface v1.8.0 [3eaba693] + StatsModels v0.7.5 [9700d1a9] + StrTables v1.0.1 [69024149] + StringEncodings v0.3.7 [09ab397b] + StructArrays v0.7.1 [856f2bd8] + StructTypes v1.11.0 [fd094767] + Suppressor v0.2.8 [9449cd9e] + TSVD v0.4.4 [e5d66e97] + TableDistances v1.1.1 [ab02a1b2] + TableOperations v1.2.0 ⌃ [0d432bfd] + TableTransforms v1.36.0 [a2db99b7] + TextAnalysis v0.8.2 [8290d209] + ThreadingUtilities v0.5.5 [28dd2a49] + TransformsBase v1.6.0 [bc48ee85] + Tullio v0.3.8 [1986cc42] + Unitful v1.24.0 [c4a57d5a] + UnsafeArrays v1.0.8 [e17b2a0c] + UnsafePointers v1.0.0 [3d5dd08c] + VectorizationBase v0.21.71 [ea10d353] + WeakRefStrings v1.4.2 [efce3f68] + WoodburyMatrices v1.0.0 [796a5d58] + WordTokenizers v0.5.6 [76eceee3] + WorkerUtilities v1.6.1 [009559a3] + XGBoost v2.5.1 ⌅ [e88e6eb3] + Zygote v0.6.77 [700de1a5] + ZygoteRules v0.2.7 ⌅ [68821587] + Arpack_jll v3.5.1+1 [4ee394cb] + CUDA_Driver_jll v13.0.0+0 [76a88914] + CUDA_Runtime_jll v0.19.0+0 [5ae413db] + EarCut_jll v2.2.4+0 [f5851436] + FFTW_jll v3.3.11+0 [0234f1f7] + HDF5_jll v1.14.6+0 [e33a78d0] + Hwloc_jll v2.12.1+0 [1d5cc7b8] + IntelOpenMP_jll v2025.2.0+0 [dad2f222] + LLVMExtra_jll v0.0.37+2 [1d63c593] + LLVMOpenMP_jll v18.1.8+0 [94ce4f54] + Libiconv_jll v1.18.0+0 ⌅ [0e4427ef] + LightGBM_jll v3.3.5+1 [856f044c] + MKL_jll v2025.2.0+0 [7cb0a576] + MPICH_jll v4.3.1+0 [f1f71cc9] + MPItrampoline_jll v5.5.4+0 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [fe0851c0] + OpenMPI_jll v5.0.8+0 [88f46535] + Snowball_jll v2.2.0+0 [a5c6f535] + XGBoost_jll v2.0.1+0 [02c8fc9c] + XML2_jll v2.14.4+0 ⌅ [78c6b45d] + glmnet_jll v2.0.13+0 [477f73a3] + libaec_jll v1.1.3+0 [275f1f90] + liblinear_jll v2.47.0+0 [08558c22] + libsvm_jll v3.25.0+0 ⌅ [f8abcde7] + micromamba_jll v1.5.12+0 [1317d2d5] + oneTBB_jll v2022.0.0+0 [4d7b5844] + pixi_jll v0.41.3+0 [4af54fe1] + LazyArtifacts v1.11.0 [1a1011a3] + SharedArrays v1.11.0 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` Test Successfully re-resolved Status `/tmp/jl_tOgRlE/Project.toml` [024491cd] BetaML v0.12.2 [e2e10f9a] CatBoost v0.3.6 ⌅ [324d7699] CategoricalArrays v0.10.8 [ed09eef8] ComputationalResources v0.3.2 [31c24e10] Distributions v0.25.120 [ab853011] EvoLinear v0.4.3 [f6006082] EvoTrees v0.17.4 [33837fe5] FeatureSelection v0.2.3 [c709b415] Imbalance v0.1.6 [c52c1a26] LaplaceRedux v1.2.0 [7acf609c] LightGBM v2.0.0 [add582a8] MLJ v0.20.9 [45f359ea] MLJBalancing v0.1.5 [a7f614a8] MLJBase v1.8.2 [d354fa79] MLJClusteringInterface v0.1.13 [c6f25543] MLJDecisionTreeInterface v0.4.2 [50ed68f4] MLJEnsembles v0.4.3 [7b7b8358] MLJFlow v0.5.0 [094fc8d1] MLJFlux v0.6.6 [caf8df21] MLJGLMInterface v0.3.7 [614be32b] MLJIteration v0.6.3 [61c7150f] MLJLIBSVMInterface v0.2.1 [6ee0df7b] MLJLinearModels v0.10.1 [d491faf4] MLJModels v0.17.9 [1b6a4a23] MLJMultivariateStatsInterface v0.5.3 [33e4bacb] MLJNaiveBayesInterface v0.1.6 [5ae90465] MLJScikitLearnInterface v0.7.0 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v1.11.0 Status `/tmp/jl_tOgRlE/Manifest.toml` [47edcb42] ADTypes v1.16.0 [da404889] ARFFFiles v1.5.0 [621f4979] AbstractFFTs v1.5.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [7d9fca2a] Arpack v0.5.4 [4fba245c] ArrayInterface v7.19.0 [a9b6321e] Atomix v1.1.2 [13072b0f] AxisAlgorithms v1.1.0 [39de3d68] AxisArrays v0.4.7 [fbb218c0] BSON v0.3.9 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [024491cd] BetaML v0.12.2 [d1d4a3ce] BitFlags v0.1.9 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [fa961155] CEnum v0.5.0 [2a0fbf3d] CPUSummary v0.2.7 [336ed68f] CSV v0.10.15 [e2e10f9a] CatBoost v0.3.6 ⌅ [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [082447d4] ChainRules v1.72.5 [d360d2e6] ChainRulesCore v1.26.0 [fb6a15b2] CloseOpenIntervals v0.1.13 [aaaa29a8] Clustering v0.15.8 [5900dafe] CoDa v1.5.0 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 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[e88e6eb3] Zygote v0.6.77 [700de1a5] ZygoteRules v0.2.7 ⌅ [68821587] Arpack_jll v3.5.1+1 [4ee394cb] CUDA_Driver_jll v13.0.0+0 [76a88914] CUDA_Runtime_jll v0.19.0+0 [5ae413db] EarCut_jll v2.2.4+0 [f5851436] FFTW_jll v3.3.11+0 [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.1+0 [1d5cc7b8] IntelOpenMP_jll v2025.2.0+0 [dad2f222] LLVMExtra_jll v0.0.37+2 [1d63c593] LLVMOpenMP_jll v18.1.8+0 [94ce4f54] Libiconv_jll v1.18.0+0 ⌅ [0e4427ef] LightGBM_jll v3.3.5+1 [856f044c] MKL_jll v2025.2.0+0 [7cb0a576] MPICH_jll v4.3.1+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.8+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [88f46535] Snowball_jll v2.2.0+0 [a5c6f535] XGBoost_jll v2.0.1+0 [02c8fc9c] XML2_jll v2.14.4+0 ⌅ [78c6b45d] glmnet_jll v2.0.13+0 [477f73a3] libaec_jll v1.1.3+0 [275f1f90] liblinear_jll v2.47.0+0 [08558c22] libsvm_jll v3.25.0+0 ⌅ [f8abcde7] micromamba_jll v1.5.12+0 [1317d2d5] oneTBB_jll v2022.0.0+0 [4d7b5844] pixi_jll v0.41.3+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [1a1011a3] SharedArrays v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+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. Testing Running tests... Test Summary: | Pass Total Time version | 2 2 2.4s Test Summary: | Pass Total Time exported_names | 5 5 1.1s Test Summary: | Pass Total Time scitypes | 5 5 0.1s ┌ Info: Integration tests skipped. Set environment variable MLJ_TEST_INTEGRATION = "true" to include them. └ Integration tests take at least one hour. Testing MLJ tests passed Testing completed after 166.04s PkgEval succeeded after 1350.89s