Package evaluation to test FeatureSelection on Julia 1.12.7-DEV.45 (88b38b4bc0*) started at 2026-06-24T15:47:50.856 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 8.33s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 6.25s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4683.3 ms ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 26 already precompiled. 24 dependencies precompiled but different versions are currently loaded (ArgTools, Base64, Dates, Downloads, JuliaSyntaxHighlighting, LibCURL, LibCURL_jll, LibGit2, LibGit2_jll, LibSSH2_jll, Logging, Markdown, MozillaCACerts_jll, NetworkOptions, OpenSSL_jll, Pkg, Printf, StyledStrings, TOML, Tar, UUIDs, Zlib_jll, nghttp2_jll and p7zip_jll). Restart julia to access the new versions. Otherwise, 1 dependent of these packages may trigger further precompilation to work with the unexpected versions. Precompiling package dependencies... Precompiling packages... 1759.5 ms ✓ Calculus 4412.0 ms ✓ OrderedCollections 860.4 ms ✓ UnPack 1965.9 ms ✓ FillArrays 848.8 ms ✓ DataValueInterfaces 933.2 ms ✓ LaTeXStrings 1127.3 ms ✓ StableRNGs 953.3 ms ✓ InvertedIndices 918.7 ms ✓ Reexport 1260.3 ms ✓ DocStringExtensions 1165.0 ms ✓ AbstractTrees 1150.3 ms ✓ Statistics 5677.4 ms ✓ IrrationalConstants 960.8 ms ✓ UnsafePointers 971.5 ms ✓ Adapt 839.2 ms ✓ IteratorInterfaceExtensions 4286.5 ms ✓ UnsafeAtomics 1028.7 ms ✓ DataAPI 975.9 ms ✓ StatsAPI 4117.4 ms ✓ ShowCases 5105.5 ms ✓ Crayons 1104.9 ms ✓ ComputationalResources 8064.7 ms ✓ MacroTools 837.7 ms ✓ PtrArrays 1057.2 ms ✓ StaticArraysCore 1026.4 ms ✓ HashArrayMappedTries 1013.3 ms ✓ DelimitedFiles 1969.5 ms ✓ PDMats 1261.8 ms ✓ Requires 2003.4 ms ✓ ProgressMeter 4407.6 ms ✓ StructUtils 931.7 ms ✓ Scratch 4188.2 ms ✓ Compat 1249.5 ms ✓ Preferences 1527.2 ms ✓ ScientificTypesBase 1082.7 ms ✓ Pidfile 1347.9 ms ✓ Measurements 3711.4 ms ✓ DataStructures 1030.3 ms ✓ Parameters 1609.8 ms ✓ FillArrays → FillArraysSparseArraysExt 1075.7 ms ✓ ScikitLearnBase 7030.6 ms ✓ FixedPointNumbers 1471.5 ms ✓ Statistics → SparseArraysExt 1012.8 ms ✓ FillArrays → FillArraysStatisticsExt 1398.1 ms ✓ LogExpFunctions 1363.9 ms ✓ Adapt → AdaptSparseArraysExt 1312.7 ms ✓ GPUArraysCore 792.9 ms ✓ TableTraits 1046.5 ms ✓ Atomix 3980.5 ms ✓ Missings 3248.0 ms ✓ SimpleTraits 1019.9 ms ✓ AliasTables 939.8 ms ✓ ScopedValues 1517.7 ms ✓ FillArrays → FillArraysPDMatsExt 928.9 ms ✓ StructUtils → StructUtilsStaticArraysCoreExt 929.4 ms ✓ Compat → CompatLinearAlgebraExt 1615.6 ms ✓ LearnAPI 1078.5 ms ✓ PrecompileTools 1354.9 ms ✓ JLLWrappers 1502.1 ms ✓ StatisticalTraits 913.3 ms ✓ StructUtils → StructUtilsMeasurementsExt 1145.4 ms ✓ SortingAlgorithms 5251.4 ms ✓ QuadGK 2092.5 ms ✓ DecisionTree 5381.8 ms ✓ ColorTypes 4689.7 ms ✓ Tables 5482.6 ms ✓ ChainRulesCore 7154.1 ms ✓ Aqua 6077.5 ms ✓ CategoricalArrays 19051.2 ms ✓ StaticArrays 3225.6 ms ✓ RecipesBase 3624.8 ms ✓ StringManipulation 15522.8 ms ✓ Parsers 1420.2 ms ✓ Rmath_jll 4694.1 ms ✓ micromamba_jll 4719.1 ms ✓ pixi_jll 1513.3 ms ✓ OpenSpecFun_jll 2895.3 ms ✓ MLJModelInterface 7789.3 ms ✓ StatsBase 1306.5 ms ✓ ColorTypes → StyledStringsExt 922.8 ms ✓ StructUtils → StructUtilsTablesExt 4084.3 ms ✓ MLCore 4408.3 ms ✓ ChainRulesCore → ChainRulesCoreSparseArraysExt 3760.7 ms ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 4530.9 ms ✓ StaticArrays → StaticArraysChainRulesCoreExt 1427.1 ms ✓ StaticArrays → StaticArraysStatisticsExt 1546.6 ms ✓ FillArrays → FillArraysStaticArraysExt 1466.5 ms ✓ Adapt → AdaptStaticArraysExt 1441.4 ms ✓ Measurements → MeasurementsRecipesBaseExt 4042.6 ms ✓ CategoricalArrays → CategoricalArraysRecipesBaseExt 52739.1 ms ✓ PrettyTables 10337.6 ms ✓ JSON 1668.7 ms ✓ Rmath 5087.3 ms ✓ MicroMamba 6134.1 ms ✓ SpecialFunctions 2853.1 ms ✓ FeatureSelection 7759.3 ms ✓ MLJDecisionTreeInterface 2197.3 ms ✓ LatinHypercubeSampling 1509.5 ms ✓ PDMats → StatsBaseExt 1676.6 ms ✓ CategoricalArrays → CategoricalArraysStatsBaseExt 12273.1 ms ✓ KernelAbstractions 1285.4 ms ✓ CategoricalArrays → CategoricalArraysJSONExt 8069.4 ms ✓ CondaPkg 4413.5 ms ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 2243.9 ms ✓ HypergeometricFunctions 1040.9 ms ✓ Measurements → MeasurementsSpecialFunctionsExt 3128.9 ms ✓ KernelAbstractions → SparseArraysExt 2312.8 ms ✓ KernelAbstractions → LinearAlgebraExt 35925.4 ms ✓ PythonCall 5217.1 ms ✓ StatsFuns 15448.7 ms ✓ NNlib 51308.2 ms ✓ PythonCall → CategoricalArraysExt 20374.5 ms ✓ MLJScikitLearnInterface 2914.0 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 6910.6 ms ✓ Distributions 1937.4 ms ✓ NNlib → NNlibSpecialFunctionsExt 7711.5 ms ✓ MLUtils 2591.5 ms ✓ Distributions → DistributionsTestExt 3955.8 ms ✓ Distributions → DistributionsChainRulesCoreExt 6286.9 ms ✓ ScientificTypes 15138.8 ms ✓ StatisticalMeasuresBase 9051.7 ms ✓ CategoricalDistributions 34557.9 ms ✓ StatisticalMeasures 13152.6 ms ✓ MLJBase 7700.8 ms ✓ StatisticalMeasures → ScientificTypesExt 7938.2 ms ✓ MLJBase → DefaultMeasuresExt 11487.7 ms ✓ MLJTuning 127 dependencies successfully precompiled in 633 seconds. 39 already precompiled. 24 dependencies precompiled but different versions are currently loaded (ArgTools, Base64, Dates, Downloads, JuliaSyntaxHighlighting, LibCURL, LibCURL_jll, LibGit2, LibGit2_jll, LibSSH2_jll, Logging, Markdown, MozillaCACerts_jll, NetworkOptions, OpenSSL_jll, Pkg, Printf, StyledStrings, TOML, Tar, UUIDs, Zlib_jll, nghttp2_jll and p7zip_jll). Restart julia to access the new versions. Otherwise, 84 dependents of these packages may trigger further precompilation to work with the unexpected versions. 1 dependency had output during precompilation: ┌ PythonCall → CategoricalArraysExt │ 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_jXUFiw/.CondaPkg │ ✔ Created /tmp/jl_jXUFiw/.CondaPkg/pixi.toml │ CondaPkg Wrote /tmp/jl_jXUFiw/.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_jXUFiw/.CondaPkg/pixi.toml │ ✔ The default environment has been installed. └ Precompilation completed after 647.48s ################################################################################ # Testing # Testing FeatureSelection Status `/tmp/jl_QJSInh/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_QJSInh/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 v1.2.3 [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 v3.5.6+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... 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_QJSInh/.CondaPkg ✔ Created /tmp/jl_QJSInh/.CondaPkg/pixi.toml CondaPkg Wrote /tmp/jl_QJSInh/.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_QJSInh/.CondaPkg/pixi.toml ✔ The default environment has been installed. Test Summary: | Pass Total Time Aqua.jl | 11 11 1m10.7s Test Summary: | Pass Total Time Feat Selector | 13 13 10.6s Test Summary: | Pass Total Time RecursiveFeatureElimination | 29 29 1m01.2s Test Summary: | Pass Total Time Compare results for RFE with scikit-learn | 2 2 2m04.7s Test Summary: | Pass Total Time Serialization for atomic models with non-persistent fitresults | 1 1 30.7s Test Summary: | Pass Total Time is_wrapper | 2 2 0.1s Testing FeatureSelection tests passed Testing completed after 394.71s PkgEval succeeded after 1082.14s