Package evaluation to test FeatureSelection on Julia 1.14.0-DEV.2302 (b8ba835509*) started at 2026-06-06T05:43:35.455 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 15.05s ################################################################################ # Installation # Installing FeatureSelection... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [33837fe5] + FeatureSelection v0.2.6 Updating `~/.julia/environments/v1.14/Manifest.toml` [9a962f9c] + DataAPI v1.16.0 [e2d170a0] + DataValueInterfaces v1.0.0 [33837fe5] + FeatureSelection v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [e80e1ace] + MLJModelInterface v1.12.1 ⌅ [bac558e1] + OrderedCollections v1.8.2 [30f210dd] + ScientificTypesBase v3.1.0 [64bff920] + StatisticalTraits v3.5.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.13.0 [6462fe0b] + Sockets v1.11.0 [f489334b] + StyledStrings v1.13.0 [4ec0a83e] + Unicode v1.11.0 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 To see why use `status --outdated -m` Installation completed after 4.2s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 3.2 s ✓ LatinHypercubeSampling 5.5 s ✓ pixi_jll 55.7 s ✓ StatisticalMeasures 19.5 s ✓ MLJTuning 7.9 s ✓ CondaPkg 15.6 s ✓ StatisticalMeasures → ScientificTypesExt 15.8 s ✓ MLJBase → DefaultMeasuresExt 28.7 s ✓ PythonCall  CondaPkg Found dependencies: /home/pkgeval/.julia/packages/CondaPkg/lKlVY/CondaPkg.toml  CondaPkg Found dependencies: /home/pkgeval/.julia/packages/MLJScikitLearnInterface/xHP4R/CondaPkg.toml  CondaPkg Found dependencies: /home/pkgeval/.julia/packages/PythonCall/JksWe/CondaPkg.toml  CondaPkg Resolving changes  + openssl  + python  + scikit-learn  CondaPkg Initialising pixi  │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi  │ init  │ --format pixi  └ /tmp/jl_tsH0zt/.CondaPkg ✔ Created /tmp/jl_tsH0zt/.CondaPkg/pixi.toml  CondaPkg Wrote /tmp/jl_tsH0zt/.CondaPkg/pixi.toml  │ [dependencies]  │ openssl = ">=3, <3.6"  │  │ [dependencies.python]  │ version = ">=3.10,!=3.14.0,!=3.14.1,<4"  │ build = "*cp*"  │ channel = "conda-forge"  │  │ [dependencies.scikit-learn]  │ version = ">=1.4, <1.6"  │ channel = "conda-forge"  │  │ [workspace]  │ name = ".CondaPkg"  │ description = "automatically generated by CondaPkg.jl"  │ platforms = ["linux-64"]  │ channel-priority = "strict"  └ channels = ["conda-forge"]  CondaPkg Installing packages  │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi  │ install  └ --manifest-path /tmp/jl_tsH0zt/.CondaPkg/pixi.toml ✔ The default environment has been installed. 47.2 s ✓ PythonCall → CategoricalArraysExt 32.2 s ✓ MLJScikitLearnInterface 10 dependencies successfully precompiled in 232 seconds. 191 already precompiled. 1 dependency had output during precompilation: ┌ PythonCall → CategoricalArraysExt │ CondaPkg Found dependencies: /home/pkgeval/.julia/packages/CondaPkg/lKlVY/CondaPkg.toml │ CondaPkg Found dependencies: /home/pkgeval/.julia/packages/MLJScikitLearnInterface/xHP4R/CondaPkg.toml │ CondaPkg Found dependencies: /home/pkgeval/.julia/packages/PythonCall/JksWe/CondaPkg.toml │ CondaPkg Resolving changes │ + openssl │ + python │ + scikit-learn │ CondaPkg Initialising pixi │ │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi │ │ init │ │ --format pixi │ └ /tmp/jl_tsH0zt/.CondaPkg │ ✔ Created /tmp/jl_tsH0zt/.CondaPkg/pixi.toml │ CondaPkg Wrote /tmp/jl_tsH0zt/.CondaPkg/pixi.toml │ │ [dependencies] │ │ openssl = ">=3, <3.6" │ │ │ │ [dependencies.python] │ │ version = ">=3.10,!=3.14.0,!=3.14.1,<4" │ │ build = "*cp*" │ │ channel = "conda-forge" │ │ │ │ [dependencies.scikit-learn] │ │ version = ">=1.4, <1.6" │ │ channel = "conda-forge" │ │ │ │ [workspace] │ │ name = ".CondaPkg" │ │ description = "automatically generated by CondaPkg.jl" │ │ platforms = ["linux-64"] │ │ channel-priority = "strict" │ └ channels = ["conda-forge"] │ CondaPkg Installing packages │ │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi │ │ install │ └ --manifest-path /tmp/jl_tsH0zt/.CondaPkg/pixi.toml │ ✔ The default environment has been installed. └ Precompilation completed after 260.22s ################################################################################ # Testing # Testing FeatureSelection Status `/tmp/jl_DX344Q/Project.toml` [4c88cf16] Aqua v0.8.16 [31c24e10] Distributions v0.25.126 [33837fe5] FeatureSelection v0.2.6 [a7f614a8] MLJBase v1.13.0 [c6f25543] MLJDecisionTreeInterface v0.4.4 [e80e1ace] MLJModelInterface v1.12.1 [5ae90465] MLJScikitLearnInterface v0.7.0 [03970b2e] MLJTuning v0.8.9 [30f210dd] ScientificTypesBase v3.1.0 [860ef19b] StableRNGs v1.0.4 [a19d573c] StatisticalMeasures v0.3.5 [bd369af6] Tables v1.12.1 [8dfed614] Test v1.11.0 Status `/tmp/jl_DX344Q/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.44 [79e6a3ab] Adapt v4.6.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.16 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.3 [198e06fe] BangBang v0.4.9 [9718e550] Baselet v0.1.1 [49dc2e85] Calculus v0.5.2 [324d7699] CategoricalArrays v1.1.1 [af321ab8] CategoricalDistributions v0.2.1 [d360d2e6] ChainRulesCore v1.26.1 [3da002f7] ColorTypes v0.12.1 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [992eb4ea] CondaPkg v0.2.36 [187b0558] ConstructionBase v1.6.0 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.5 [e2d170a0] DataValueInterfaces v1.0.0 [7806a523] DecisionTree v0.12.4 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.126 [ffbed154] DocStringExtensions v0.9.5 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [33837fe5] FeatureSelection v0.2.6 [1a297f60] FillArrays v1.16.0 ⌅ [53c48c17] FixedPointNumbers v0.8.6 [46192b85] GPUArraysCore v0.2.0 [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 v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.8.0 [682c06a0] JSON v1.6.1 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.41 [b964fa9f] LaTeXStrings v1.4.0 [a5e1c1ea] LatinHypercubeSampling v1.9.0 [92ad9a40] LearnAPI v2.0.1 ⌅ [2ab3a3ac] LogExpFunctions v0.3.29 [c2834f40] MLCore v1.0.0 [a7f614a8] MLJBase v1.13.0 [c6f25543] MLJDecisionTreeInterface v0.4.4 [e80e1ace] MLJModelInterface v1.12.1 [5ae90465] MLJScikitLearnInterface v0.7.0 [03970b2e] MLJTuning v0.8.9 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [eff96d63] Measurements v2.14.1 [128add7d] MicroCollections v0.2.0 [0b3b1443] MicroMamba v0.1.15 [e1d29d7a] Missings v1.2.0 [872c559c] NNlib v0.9.34 [71a1bf82] NameResolution v0.1.5 ⌅ [bac558e1] OrderedCollections v1.8.2 [90014a1f] PDMats v0.11.37 ⌅ [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.5 [fa939f87] Pidfile v1.3.0 [aea7be01] PrecompileTools v1.3.4 [21216c6a] Preferences v1.5.2 [8162dcfd] PrettyPrint v0.2.0 [08abe8d2] PrettyTables v3.3.2 [92933f4c] ProgressMeter v1.11.0 [43287f4e] PtrArrays v1.4.0 [6099a3de] PythonCall v0.9.34 [1fd47b50] QuadGK v2.11.3 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [321657f4] ScientificTypes v3.3.0 [30f210dd] ScientificTypesBase v3.1.0 [6e75b9c4] ScikitLearnBase v0.5.0 [7e506255] ScopedValues v1.6.2 [6c6a2e73] Scratch v1.3.0 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.6 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.8.0 [171d559e] SplittablesBase v0.1.15 [860ef19b] StableRNGs v1.0.4 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [a19d573c] StatisticalMeasures v0.3.5 [c062fc1d] StatisticalMeasuresBase v0.1.3 [64bff920] StatisticalTraits v3.5.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.11 [4c63d2b9] StatsFuns v2.0.1 [892a3eda] StringManipulation v0.4.4 [ec057cc2] StructUtils v2.8.2 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [28d57a85] Transducers v0.4.85 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.1 [e17b2a0c] UnsafePointers v1.0.0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [f8abcde7] micromamba_jll v2.3.1+0 [4d7b5844] pixi_jll v0.63.2+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 v1.13.0 [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 [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 v1.5.2+0 [deac9b47] LibCURL_jll v8.20.0+1 [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 v3.5.6+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 ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... CondaPkg Found dependencies: /home/pkgeval/.julia/packages/CondaPkg/lKlVY/CondaPkg.toml CondaPkg Found dependencies: /home/pkgeval/.julia/packages/MLJScikitLearnInterface/xHP4R/CondaPkg.toml CondaPkg Found dependencies: /home/pkgeval/.julia/packages/PythonCall/JksWe/CondaPkg.toml CondaPkg Resolving changes + openssl + python + scikit-learn CondaPkg Initialising pixi │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi │ init │ --format pixi └ /tmp/jl_DX344Q/.CondaPkg ✔ Created /tmp/jl_DX344Q/.CondaPkg/pixi.toml CondaPkg Wrote /tmp/jl_DX344Q/.CondaPkg/pixi.toml │ [dependencies] │ openssl = ">=3, <3.6" │ │ [dependencies.python] │ version = ">=3.10,!=3.14.0,!=3.14.1,<4" │ build = "*cp*" │ channel = "conda-forge" │ │ [dependencies.scikit-learn] │ version = ">=1.4, <1.6" │ channel = "conda-forge" │ │ [workspace] │ name = ".CondaPkg" │ description = "automatically generated by CondaPkg.jl" │ platforms = ["linux-64"] │ channel-priority = "strict" └ channels = ["conda-forge"] CondaPkg Installing packages │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi │ install └ --manifest-path /tmp/jl_DX344Q/.CondaPkg/pixi.toml ✔ The default environment has been installed. Test Summary: | Pass Total Time Aqua.jl | 11 11 2m34.5s Test Summary: | Pass Total Time Feat Selector | 13 13 14.4s Test Summary: | Pass Total Time RecursiveFeatureElimination | 29 29 1m08.2s Test Summary: | Pass Total Time Compare results for RFE with scikit-learn | 2 2 3m06.0s Test Summary: | Pass Total Time Serialization for atomic models with non-persistent fitresults | 1 1 36.0s Test Summary: | Pass Total Time is_wrapper | 2 2 0.2s Testing FeatureSelection tests passed Testing completed after 565.36s PkgEval succeeded after 859.8s