Package evaluation to test FeatureSelection on Julia 1.12.7-DEV.5 (decd03c4f0*) started at 2026-06-19T11:42:24.708 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 8.75s ################################################################################ # Installation # Installing FeatureSelection... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [33837fe5] + FeatureSelection v0.2.6 Updating `~/.julia/environments/v1.12/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 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [d6f4376e] + Markdown v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [6462fe0b] + Sockets v1.11.0 [f489334b] + StyledStrings v1.11.0 [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 To see why use `status --outdated -m` Installation completed after 5.73s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 2736.0 ms ✓ LatinHypercubeSampling 138692.8 ms ✓ MLJScikitLearnInterface 51504.9 ms ✓ StatisticalMeasures 19492.5 ms ✓ MLJTuning 8263.9 ms ✓ StatisticalMeasures → ScientificTypesExt 60189.0 ms ✓ MLJBase → DefaultMeasuresExt 6 dependencies successfully precompiled in 283 seconds. 160 already precompiled. 1 dependency had output during precompilation: ┌ MLJScikitLearnInterface │ CondaPkg Found dependencies: /home/pkgeval/.julia/packages/MLJScikitLearnInterface/xHP4R/CondaPkg.toml │ CondaPkg Found dependencies: /home/pkgeval/.julia/packages/PythonCall/5WGSP/CondaPkg.toml │ CondaPkg Found dependencies: /home/pkgeval/.julia/packages/CondaPkg/lKlVY/CondaPkg.toml │ CondaPkg Resolving changes │ + libstdcxx │ + libstdcxx-ng │ + openssl │ + python │ + scikit-learn │ CondaPkg Initialising pixi │ │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi │ │ init │ │ --format pixi │ └ /tmp/jl_a3piyL/.CondaPkg │ ✔ Created /tmp/jl_a3piyL/.CondaPkg/pixi.toml │ CondaPkg Wrote /tmp/jl_a3piyL/.CondaPkg/pixi.toml │ │ [dependencies] │ │ openssl = ">=3, <3.6" │ │ libstdcxx = ">=3.4,<15.0" │ │ libstdcxx-ng = ">=3.4,<15.0" │ │ │ │ [dependencies.scikit-learn] │ │ channel = "conda-forge" │ │ version = ">=1.4, <1.6" │ │ │ │ [dependencies.python] │ │ channel = "conda-forge" │ │ build = "*cp*" │ │ version = ">=3.10,!=3.14.0,!=3.14.1,<4" │ │ │ │ [workspace] │ │ name = ".CondaPkg" │ │ platforms = ["linux-64"] │ │ channels = ["conda-forge"] │ │ channel-priority = "strict" │ └ description = "automatically generated by CondaPkg.jl" │ CondaPkg Installing packages │ │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi │ │ install │ └ --manifest-path /tmp/jl_a3piyL/.CondaPkg/pixi.toml │ ✔ The default environment has been installed. └ Precompilation completed after 302.23s ################################################################################ # Testing # Testing FeatureSelection Status `/tmp/jl_ggexyL/Project.toml` [4c88cf16] Aqua v0.8.16 [31c24e10] Distributions v0.25.127 [33837fe5] FeatureSelection v0.2.6 [a7f614a8] MLJBase v1.13.1 ⌅ [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 v0.3.6 [bd369af6] Tables v1.12.1 [8dfed614] Test v1.11.0 Status `/tmp/jl_ggexyL/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [79e6a3ab] Adapt v4.6.1 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.16 [a9b6321e] Atomix v1.1.3 [49dc2e85] Calculus v0.5.2 [324d7699] CategoricalArrays v1.1.1 [af321ab8] CategoricalDistributions v0.2.2 [d360d2e6] ChainRulesCore v1.26.1 [3da002f7] ColorTypes v0.12.1 [34da2185] Compat v4.18.1 [ed09eef8] ComputationalResources v0.3.2 [992eb4ea] CondaPkg v0.2.36 [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 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.127 [ffbed154] DocStringExtensions v0.9.5 [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 [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 [63c18a36] KernelAbstractions v0.9.41 [b964fa9f] LaTeXStrings v1.4.0 [a5e1c1ea] LatinHypercubeSampling v1.9.0 [92ad9a40] LearnAPI v2.0.1 [2ab3a3ac] LogExpFunctions v1.0.1 [c2834f40] MLCore v1.0.2 [a7f614a8] MLJBase v1.13.1 ⌅ [c6f25543] MLJDecisionTreeInterface v0.4.4 [e80e1ace] MLJModelInterface v1.12.1 [5ae90465] MLJScikitLearnInterface v0.7.0 [03970b2e] MLJTuning v0.8.9 [f1d291b0] MLUtils v0.4.9 [1914dd2f] MacroTools v0.5.16 [eff96d63] Measurements v2.14.1 [0b3b1443] MicroMamba v0.1.15 [e1d29d7a] Missings v1.2.0 [872c559c] NNlib v0.9.36 ⌅ [bac558e1] OrderedCollections v1.8.2 [90014a1f] PDMats v0.11.37 [d96e819e] Parameters v0.13.1 [69de0a69] Parsers v2.8.6 [fa939f87] Pidfile v1.3.0 [aea7be01] PrecompileTools v1.3.4 [21216c6a] Preferences v1.5.2 [08abe8d2] PrettyTables v3.3.2 [92933f4c] ProgressMeter v1.11.0 [43287f4e] PtrArrays v1.4.0 [6099a3de] PythonCall v0.9.35 [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 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.6 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.8.0 [860ef19b] StableRNGs v1.0.4 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [a19d573c] StatisticalMeasures v0.3.6 [c062fc1d] StatisticalMeasuresBase v0.1.4 [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 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [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 v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.12.1 [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 v1.12.0 [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+0 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.11.4 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.64.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 6851.9 ms ✓ LatinHypercubeSampling 12165.6 ms ✓ MLJTuning 2 dependencies successfully precompiled in 20 seconds. 121 already precompiled. Precompiling packages... 40654.2 ms ✓ PythonCall Info Given MLJScikitLearnInterface was explicitly requested, output will be shown live   CondaPkg Found dependencies: /home/pkgeval/.julia/packages/MLJScikitLearnInterface/xHP4R/CondaPkg.toml  CondaPkg Found dependencies: /home/pkgeval/.julia/packages/PythonCall/5WGSP/CondaPkg.toml  CondaPkg Found dependencies: /home/pkgeval/.julia/packages/CondaPkg/lKlVY/CondaPkg.toml  CondaPkg Resolving changes  + libstdcxx  + libstdcxx-ng  + openssl  + python  + scikit-learn  CondaPkg Initialising pixi  │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi  │ init  │ --format pixi  └ /tmp/jl_ggexyL/.CondaPkg ✔ Created /tmp/jl_ggexyL/.CondaPkg/pixi.toml  CondaPkg Wrote /tmp/jl_ggexyL/.CondaPkg/pixi.toml  │ [dependencies]  │ openssl = ">=3, <3.6"  │ libstdcxx = ">=3.4,<15.0"  │ libstdcxx-ng = ">=3.4,<15.0"  │  │ [dependencies.scikit-learn]  │ channel = "conda-forge"  │ version = ">=1.4, <1.6"  │  │ [dependencies.python]  │ channel = "conda-forge"  │ build = "*cp*"  │ version = ">=3.10,!=3.14.0,!=3.14.1,<4"  │  │ [workspace]  │ name = ".CondaPkg"  │ platforms = ["linux-64"]  │ channels = ["conda-forge"]  │ channel-priority = "strict"  └ description = "automatically generated by CondaPkg.jl"  CondaPkg Installing packages  │ /home/pkgeval/.julia/artifacts/4ae17cee0bd922f66b2c72bf2f01c22481a5ec19/bin/pixi  │ install  └ --manifest-path /tmp/jl_ggexyL/.CondaPkg/pixi.toml ✔ The default environment has been installed. 45022.9 ms ✓ MLJScikitLearnInterface 2 dependencies successfully precompiled in 86 seconds. 57 already precompiled. 1 dependency had output during precompilation: ┌ MLJScikitLearnInterface │ [Output was shown above] └ Precompiling packages... 1017.9 ms ✓ StructUtils → StructUtilsMeasurementsExt 1 dependency successfully precompiled in 1 seconds. 7 already precompiled. Precompiling packages... 1277.5 ms ✓ CategoricalArrays → CategoricalArraysJSONExt 1 dependency successfully precompiled in 1 seconds. 19 already precompiled. Precompiling packages... 17062.1 ms ✓ PythonCall → CategoricalArraysExt 1 dependency successfully precompiled in 17 seconds. 60 already precompiled. Precompiling packages... 53920.6 ms ✓ StatisticalMeasures 8091.6 ms ✓ StatisticalMeasures → ScientificTypesExt 2 dependencies successfully precompiled in 63 seconds. 104 already precompiled. Precompiling packages... 8586.8 ms ✓ MLJBase → DefaultMeasuresExt 1 dependency successfully precompiled in 9 seconds. 120 already precompiled. Test Summary: | Pass Total Time Aqua.jl | 11 11 1m31.4s Test Summary: | Pass Total Time Feat Selector | 13 13 11.8s Test Summary: | Pass Total Time RecursiveFeatureElimination | 29 29 1m04.7s Test Summary: | Pass Total Time Compare results for RFE with scikit-learn | 2 2 2m06.2s Test Summary: | Pass Total Time Serialization for atomic models with non-persistent fitresults | 1 1 31.7s Test Summary: | Pass Total Time is_wrapper | 2 2 0.2s Testing FeatureSelection tests passed Testing completed after 595.43s PkgEval succeeded after 928.04s