Package evaluation to test MLJDecisionTreeInterface on Julia 1.12.7-DEV.45 (88b38b4bc0*) started at 2026-06-24T15:47:51.644 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 8.58s ################################################################################ # Installation # Installing MLJDecisionTreeInterface... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [c6f25543] + MLJDecisionTreeInterface v0.5.0 Updating `~/.julia/environments/v1.12/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [324d7699] + CategoricalArrays v1.1.1 [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 [e2d170a0] + DataValueInterfaces v1.0.0 [7806a523] + DecisionTree v0.12.4 [8bb1440f] + DelimitedFiles v1.9.1 [82899510] + IteratorInterfaceExtensions v1.0.0 [c6f25543] + MLJDecisionTreeInterface v0.5.0 [e80e1ace] + MLJModelInterface v1.12.1 [e1d29d7a] + Missings v1.2.0 ⌅ [bac558e1] + OrderedCollections v1.8.2 [ae029012] + Requires v1.3.1 [30f210dd] + ScientificTypesBase v3.1.0 [6e75b9c4] + ScikitLearnBase v0.5.0 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [de0858da] + Printf 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 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [8e850b90] + libblastrampoline_jll v5.15.0+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 To see why use `status --outdated -m` Installation completed after 6.76s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4622.6 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... 1705.2 ms ✓ Calculus 4449.1 ms ✓ OrderedCollections 853.1 ms ✓ UnPack 2258.5 ms ✓ FillArrays 811.8 ms ✓ DataValueInterfaces 1099.7 ms ✓ LaTeXStrings 992.9 ms ✓ StableRNGs 916.0 ms ✓ InvertedIndices 821.1 ms ✓ Reexport 1126.0 ms ✓ DocStringExtensions 1130.5 ms ✓ AbstractTrees 1161.8 ms ✓ Statistics 5315.5 ms ✓ IrrationalConstants 887.7 ms ✓ Adapt 818.3 ms ✓ IteratorInterfaceExtensions 4270.0 ms ✓ UnsafeAtomics 903.6 ms ✓ DataAPI 913.3 ms ✓ StatsAPI 4443.0 ms ✓ ShowCases 5201.5 ms ✓ Crayons 1058.1 ms ✓ ComputationalResources 7970.7 ms ✓ MacroTools 815.9 ms ✓ PtrArrays 1048.0 ms ✓ StaticArraysCore 955.0 ms ✓ HashArrayMappedTries 1001.4 ms ✓ DelimitedFiles 1972.1 ms ✓ PDMats 1256.6 ms ✓ Requires 1955.2 ms ✓ ProgressMeter 4179.9 ms ✓ Compat 1147.5 ms ✓ Preferences 1467.0 ms ✓ ScientificTypesBase 1352.6 ms ✓ Measurements 3732.5 ms ✓ DataStructures 1019.1 ms ✓ Parameters 1491.3 ms ✓ FillArrays → FillArraysSparseArraysExt 1021.0 ms ✓ ScikitLearnBase 7092.8 ms ✓ FixedPointNumbers 1396.3 ms ✓ Statistics → SparseArraysExt 924.3 ms ✓ FillArrays → FillArraysStatisticsExt 1360.8 ms ✓ LogExpFunctions 1402.1 ms ✓ Adapt → AdaptSparseArraysExt 1277.8 ms ✓ GPUArraysCore 793.6 ms ✓ TableTraits 1027.5 ms ✓ Atomix 3879.4 ms ✓ Missings 3288.7 ms ✓ SimpleTraits 1035.0 ms ✓ AliasTables 925.6 ms ✓ ScopedValues 1520.1 ms ✓ FillArrays → FillArraysPDMatsExt 896.1 ms ✓ Compat → CompatLinearAlgebraExt 1592.1 ms ✓ LearnAPI 1055.5 ms ✓ PrecompileTools 1378.8 ms ✓ JLLWrappers 1480.5 ms ✓ StatisticalTraits 1126.7 ms ✓ SortingAlgorithms 5244.4 ms ✓ QuadGK 2035.3 ms ✓ DecisionTree 5699.5 ms ✓ ColorTypes 4938.8 ms ✓ Tables 5214.6 ms ✓ ChainRulesCore 6056.0 ms ✓ CategoricalArrays 18708.8 ms ✓ StaticArrays 3111.3 ms ✓ RecipesBase 3674.6 ms ✓ StringManipulation 1385.0 ms ✓ Rmath_jll 1423.0 ms ✓ OpenSpecFun_jll 2802.1 ms ✓ MLJModelInterface 8021.7 ms ✓ StatsBase 1282.5 ms ✓ ColorTypes → StyledStringsExt 4053.5 ms ✓ MLCore 4389.0 ms ✓ ChainRulesCore → ChainRulesCoreSparseArraysExt 3504.3 ms ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 4566.1 ms ✓ StaticArrays → StaticArraysChainRulesCoreExt 1410.7 ms ✓ StaticArrays → StaticArraysStatisticsExt 1504.9 ms ✓ FillArrays → FillArraysStaticArraysExt 1387.6 ms ✓ Adapt → AdaptStaticArraysExt 1313.5 ms ✓ Measurements → MeasurementsRecipesBaseExt 4034.5 ms ✓ CategoricalArrays → CategoricalArraysRecipesBaseExt 51486.9 ms ✓ PrettyTables 1684.4 ms ✓ Rmath 5943.7 ms ✓ SpecialFunctions 7835.6 ms ✓ MLJDecisionTreeInterface 1541.0 ms ✓ PDMats → StatsBaseExt 1644.9 ms ✓ CategoricalArrays → CategoricalArraysStatsBaseExt 11954.8 ms ✓ KernelAbstractions 4474.3 ms ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 2207.1 ms ✓ HypergeometricFunctions 982.2 ms ✓ Measurements → MeasurementsSpecialFunctionsExt 3212.1 ms ✓ KernelAbstractions → SparseArraysExt 2225.9 ms ✓ KernelAbstractions → LinearAlgebraExt 4929.1 ms ✓ StatsFuns 15354.7 ms ✓ NNlib 3806.8 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 9813.6 ms ✓ Distributions 2786.9 ms ✓ NNlib → NNlibSpecialFunctionsExt 11244.1 ms ✓ MLUtils 3593.3 ms ✓ Distributions → DistributionsTestExt 5925.4 ms ✓ Distributions → DistributionsChainRulesCoreExt 9374.8 ms ✓ ScientificTypes 21203.3 ms ✓ StatisticalMeasuresBase 12763.7 ms ✓ CategoricalDistributions 47915.4 ms ✓ StatisticalMeasures 16612.3 ms ✓ MLJBase 7804.9 ms ✓ StatisticalMeasures → ScientificTypesExt 16314.9 ms ✓ MLJTestInterface 8316.7 ms ✓ MLJBase → DefaultMeasuresExt 107 dependencies successfully precompiled in 496 seconds. 38 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, 64 dependents of these packages may trigger further precompilation to work with the unexpected versions. Precompilation completed after 519.25s ################################################################################ # Testing # Testing MLJDecisionTreeInterface Status `/tmp/jl_ufnGVn/Project.toml` [324d7699] CategoricalArrays v1.1.1 [7806a523] DecisionTree v0.12.4 [a7f614a8] MLJBase v1.13.1 [c6f25543] MLJDecisionTreeInterface v0.5.0 [e80e1ace] MLJModelInterface v1.12.1 [72560011] MLJTestInterface v0.2.9 [860ef19b] StableRNGs v1.0.4 [a19d573c] StatisticalMeasures v0.3.6 [bd369af6] Tables v1.12.1 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_ufnGVn/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [79e6a3ab] Adapt v4.6.1 [66dad0bd] AliasTables v1.1.3 [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 [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 [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 [63c18a36] KernelAbstractions v0.9.41 [b964fa9f] LaTeXStrings v1.4.0 [92ad9a40] LearnAPI v2.0.1 [2ab3a3ac] LogExpFunctions v1.0.1 [c2834f40] MLCore v1.0.2 [a7f614a8] MLJBase v1.13.1 [c6f25543] MLJDecisionTreeInterface v0.5.0 [e80e1ace] MLJModelInterface v1.12.1 [72560011] MLJTestInterface v0.2.9 [f1d291b0] MLUtils v0.4.9 [1914dd2f] MacroTools v0.5.16 [eff96d63] Measurements v2.14.1 [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 [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 [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 [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 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.1 [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 v1.12.0 [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... Test Summary: | Pass Total Time generic interface tests | 3 3 2m21.3s Feature 4 < 0.8 ? ├─ 1 : 50/50 └─ 2 : 50/100 2 : 50/150 2 : 50/150 [ Info: Training machine(RandomForestClassifier(max_depth = -1, …), …). [ Info: Training machine(AdaBoostStumpClassifier(n_iter = 10, …), …). [ Info: Training machine(RandomForestRegressor(max_depth = -1, …), …). Test Summary: | Pass Total Time reporoducibility | 5 5 26.5s Test Summary: | Pass Broken Total Time two-stage fit with warm-restart same as fit-in-one | 2 2 4 3.8s Test Summary: | Pass Total Time feature importance defined | 5 5 0.0s [ Info: Training machine(DecisionTreeClassifier(max_depth = -1, …), …). [ Info: Training machine(RandomForestClassifier(max_depth = -1, …), …). [ Info: Training machine(AdaBoostStumpClassifier(n_iter = 10, …), …). [ Info: Training machine(DecisionTreeRegressor(max_depth = -1, …), …). [ Info: Training machine(RandomForestRegressor(max_depth = -1, …), …). Test Summary: | Pass Total Time impurity importance | 5 5 8.5s [ Info: Training machine(DecisionTreeClassifier(max_depth = -1, …), …). [ Info: Training machine(RandomForestClassifier(max_depth = -1, …), …). [ Info: Training machine(AdaBoostStumpClassifier(n_iter = 10, …), …). [ Info: Training machine(DecisionTreeRegressor(max_depth = -1, …), …). [ Info: Training machine(RandomForestRegressor(max_depth = -1, …), …). Test Summary: | Pass Total Time split importance | 5 5 0.1s Test Summary: | Pass Total Time warm restart | 14 14 5.2s Testing MLJDecisionTreeInterface tests passed Testing completed after 327.96s PkgEval succeeded after 874.74s