Package evaluation to test FeatureSelection on Julia 1.12.7-DEV.43 (fe4faaea78*) started at 2026-06-22T01:33:15.833 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 8.05s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 5.27s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4756.6 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... 1664.1 ms ✓ Calculus 4450.7 ms ✓ OrderedCollections 840.7 ms ✓ UnPack 1993.7 ms ✓ FillArrays 807.1 ms ✓ DataValueInterfaces 1002.0 ms ✓ LaTeXStrings 1171.4 ms ✓ StableRNGs 1048.9 ms ✓ InvertedIndices 941.1 ms ✓ Reexport 1280.2 ms ✓ DocStringExtensions 1255.1 ms ✓ AbstractTrees 1370.6 ms ✓ Statistics 5670.4 ms ✓ IrrationalConstants 912.4 ms ✓ UnsafePointers 1020.6 ms ✓ Adapt 842.7 ms ✓ IteratorInterfaceExtensions 4490.0 ms ✓ UnsafeAtomics 922.7 ms ✓ DataAPI 1013.4 ms ✓ StatsAPI 4258.8 ms ✓ ShowCases 5321.3 ms ✓ Crayons 1065.3 ms ✓ ComputationalResources 8118.9 ms ✓ MacroTools 893.3 ms ✓ PtrArrays 1056.5 ms ✓ StaticArraysCore 967.5 ms ✓ HashArrayMappedTries 1023.5 ms ✓ DelimitedFiles 1938.9 ms ✓ PDMats 1284.3 ms ✓ Requires 2002.5 ms ✓ ProgressMeter 4678.0 ms ✓ StructUtils 953.2 ms ✓ Scratch 4163.9 ms ✓ Compat 1226.9 ms ✓ Preferences 1581.2 ms ✓ ScientificTypesBase 1165.3 ms ✓ Pidfile 1392.9 ms ✓ Measurements 3697.5 ms ✓ DataStructures 1026.2 ms ✓ Parameters 1614.8 ms ✓ FillArrays → FillArraysSparseArraysExt 1055.6 ms ✓ ScikitLearnBase 7093.1 ms ✓ FixedPointNumbers 1457.7 ms ✓ Statistics → SparseArraysExt 944.3 ms ✓ FillArrays → FillArraysStatisticsExt 1370.4 ms ✓ LogExpFunctions 1437.5 ms ✓ Adapt → AdaptSparseArraysExt 1297.3 ms ✓ GPUArraysCore 853.1 ms ✓ TableTraits 1089.7 ms ✓ Atomix 4003.0 ms ✓ Missings 3286.1 ms ✓ SimpleTraits 1012.8 ms ✓ AliasTables 939.5 ms ✓ ScopedValues 1595.6 ms ✓ FillArrays → FillArraysPDMatsExt 929.5 ms ✓ StructUtils → StructUtilsStaticArraysCoreExt 961.5 ms ✓ Compat → CompatLinearAlgebraExt 1737.1 ms ✓ LearnAPI 1143.0 ms ✓ PrecompileTools 1426.6 ms ✓ JLLWrappers 1536.6 ms ✓ StatisticalTraits 1050.4 ms ✓ StructUtils → StructUtilsMeasurementsExt 1160.2 ms ✓ SortingAlgorithms 5271.3 ms ✓ QuadGK 2087.9 ms ✓ DecisionTree 5531.6 ms ✓ ColorTypes 4700.1 ms ✓ Tables 5282.2 ms ✓ ChainRulesCore 7000.6 ms ✓ Aqua 6188.9 ms ✓ CategoricalArrays 19754.8 ms ✓ StaticArrays 3306.3 ms ✓ RecipesBase 3712.9 ms ✓ StringManipulation 15724.8 ms ✓ Parsers 1527.9 ms ✓ Rmath_jll 5450.2 ms ✓ micromamba_jll 5283.6 ms ✓ pixi_jll 1588.5 ms ✓ OpenSpecFun_jll 2905.4 ms ✓ MLJModelInterface 8281.5 ms ✓ StatsBase 1526.3 ms ✓ ColorTypes → StyledStringsExt 923.9 ms ✓ StructUtils → StructUtilsTablesExt 4399.0 ms ✓ MLCore 4569.2 ms ✓ ChainRulesCore → ChainRulesCoreSparseArraysExt 4135.8 ms ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 4600.5 ms ✓ StaticArrays → StaticArraysChainRulesCoreExt 1699.7 ms ✓ StaticArrays → StaticArraysStatisticsExt 1666.1 ms ✓ FillArrays → FillArraysStaticArraysExt 1595.9 ms ✓ Adapt → AdaptStaticArraysExt 1534.5 ms ✓ Measurements → MeasurementsRecipesBaseExt 4381.2 ms ✓ CategoricalArrays → CategoricalArraysRecipesBaseExt 53087.1 ms ✓ PrettyTables 10289.1 ms ✓ JSON 1690.1 ms ✓ Rmath 5392.3 ms ✓ MicroMamba 6187.4 ms ✓ SpecialFunctions 2799.3 ms ✓ FeatureSelection 7804.6 ms ✓ MLJDecisionTreeInterface 2172.6 ms ✓ LatinHypercubeSampling 1573.7 ms ✓ PDMats → StatsBaseExt 1737.4 ms ✓ CategoricalArrays → CategoricalArraysStatsBaseExt 12648.0 ms ✓ KernelAbstractions 1255.2 ms ✓ CategoricalArrays → CategoricalArraysJSONExt 8249.9 ms ✓ CondaPkg 4424.2 ms ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 2264.8 ms ✓ HypergeometricFunctions 1059.4 ms ✓ Measurements → MeasurementsSpecialFunctionsExt 3768.7 ms ✓ KernelAbstractions → SparseArraysExt 2394.1 ms ✓ KernelAbstractions → LinearAlgebraExt 35801.8 ms ✓ PythonCall 5360.2 ms ✓ StatsFuns 15586.3 ms ✓ NNlib 42113.3 ms ✓ PythonCall → CategoricalArraysExt 22468.2 ms ✓ MLJScikitLearnInterface 2947.5 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 7421.6 ms ✓ Distributions 2067.1 ms ✓ NNlib → NNlibSpecialFunctionsExt 10066.0 ms ✓ MLUtils 3867.7 ms ✓ Distributions → DistributionsTestExt 5872.2 ms ✓ Distributions → DistributionsChainRulesCoreExt 9823.4 ms ✓ ScientificTypes 21544.4 ms ✓ StatisticalMeasuresBase 14296.7 ms ✓ CategoricalDistributions 51079.2 ms ✓ StatisticalMeasures 16495.7 ms ✓ MLJBase 7006.4 ms ✓ StatisticalMeasures → ScientificTypesExt 7492.4 ms ✓ MLJBase → DefaultMeasuresExt 12110.5 ms ✓ MLJTuning 127 dependencies successfully precompiled in 676 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_OvxLMQ/.CondaPkg │ ✔ Created /tmp/jl_OvxLMQ/.CondaPkg/pixi.toml │ CondaPkg Wrote /tmp/jl_OvxLMQ/.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_OvxLMQ/.CondaPkg/pixi.toml │ ✔ The default environment has been installed. └ Precompilation completed after 699.54s ################################################################################ # Testing # Testing FeatureSelection Status `/tmp/jl_9GU7kW/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_9GU7kW/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_9GU7kW/.CondaPkg ✔ Created /tmp/jl_9GU7kW/.CondaPkg/pixi.toml CondaPkg Wrote /tmp/jl_9GU7kW/.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_9GU7kW/.CondaPkg/pixi.toml ✔ The default environment has been installed. Test Summary: | Pass Total Time Aqua.jl | 11 11 1m16.6s Test Summary: | Pass Total Time Feat Selector | 13 13 11.3s Test Summary: | Pass Total Time RecursiveFeatureElimination | 29 29 1m03.2s Test Summary: | Pass Total Time Compare results for RFE with scikit-learn | 2 2 2m05.5s Test Summary: | Pass Total Time Serialization for atomic models with non-persistent fitresults | 1 1 31.4s Test Summary: | Pass Total Time is_wrapper | 2 2 0.2s Testing FeatureSelection tests passed Testing completed after 407.67s PkgEval succeeded after 1141.2s