Package evaluation to test MLJTransforms on Julia 1.14.0-DEV.2705 (2f35a920f0*) started at 2026-07-29T10:03:08.613 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 11.59s ################################################################################ # Installation # Installing MLJTransforms... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [23777cdb] + MLJTransforms v0.1.6 Updating `~/.julia/environments/v1.14/Manifest.toml` [7d9f7c33] + Accessors v0.1.45 [66dad0bd] + AliasTables v1.1.3 [50ba71b6] + BitBasis v0.9.10 [324d7699] + CategoricalArrays v1.1.1 [3da002f7] + ColorTypes v0.12.1 [861a8166] + Combinatorics v1.1.0 [38540f10] + CommonSolve v0.2.12 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [a8cc5b0e] + Crayons v4.2.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.6 [e2d170a0] + DataValueInterfaces v1.0.0 [31c24e10] + Distributions v0.25.130 [ffbed154] + DocStringExtensions v0.9.5 [1a297f60] + FillArrays v1.17.0 ⌅ [53c48c17] + FixedPointNumbers v0.8.6 [a0844989] + Gamma v1.1.0 [34004b35] + HypergeometricFunctions v0.3.29 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.8.0 [b964fa9f] + LaTeXStrings v1.4.0 [2ab3a3ac] + LogExpFunctions v1.0.1 [e80e1ace] + MLJModelInterface v1.12.1 [23777cdb] + MLJTransforms v0.1.6 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 ⌅ [bac558e1] + OrderedCollections v1.8.2 [90014a1f] + PDMats v0.11.40 ⌅ [d96e819e] + Parameters v0.12.3 [aea7be01] + PrecompileTools v1.3.4 [21216c6a] + Preferences v1.5.2 [08abe8d2] + PrettyTables v3.4.2 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [f2b01f46] + Roots v3.0.6 [321657f4] + ScientificTypes v3.3.0 [30f210dd] + ScientificTypesBase v3.1.0 [91c51154] + SentinelArrays v1.4.10 [a2af1166] + SortingAlgorithms v1.2.3 [276daf66] + SpecialFunctions v2.8.0 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [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 v0.4.6 [ab02a1b2] + TableOperations v1.2.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.13.0 [3a884ed6] + UnPack v1.0.2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.14.0 [56ddb016] + Logging v1.11.0 [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 [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 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.5.5+2 [4536629a] + OpenBLAS_jll v0.3.33+0 [05823500] + OpenLibm_jll v0.8.7+0 [bea87d4a] + SuiteSparse_jll v7.10.1+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 4.42s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 25.47s ################################################################################ # Testing # Testing MLJTransforms Status `/tmp/jl_Ifw0qc/Project.toml` [50ba71b6] BitBasis v0.9.10 [324d7699] CategoricalArrays v1.1.1 [861a8166] Combinatorics v1.1.0 [a93c6f00] DataFrames v1.8.2 [31c24e10] Distributions v0.25.130 [a7f614a8] MLJBase v1.14.0 [e80e1ace] MLJModelInterface v1.12.1 [23777cdb] MLJTransforms v0.1.6 ⌅ [bac558e1] OrderedCollections v1.8.2 ⌅ [d96e819e] Parameters v0.12.3 [321657f4] ScientificTypes v3.3.0 [30f210dd] ScientificTypesBase v3.1.0 [860ef19b] StableRNGs v1.0.4 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.12 [3eaba693] StatsModels v0.7.10 [ab02a1b2] TableOperations v1.2.0 [bd369af6] Tables v1.13.0 [ade2ca70] Dates v1.11.0 [37e2e46d] LinearAlgebra v1.14.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_Ifw0qc/Manifest.toml` [7d9f7c33] Accessors v0.1.45 [79e6a3ab] Adapt v4.7.0 [66dad0bd] AliasTables v1.1.3 [a9b6321e] Atomix v1.1.3 [50ba71b6] BitBasis v0.9.10 [49dc2e85] Calculus v0.5.2 [324d7699] CategoricalArrays v1.1.1 [af321ab8] CategoricalDistributions v0.2.2 [d360d2e6] ChainRulesCore v1.26.1 [da1fd8a2] CodeTracking v3.0.2 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.1.0 [38540f10] CommonSolve v0.2.12 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [187b0558] ConstructionBase v1.6.0 [a8cc5b0e] Crayons v4.2.0 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.2 [864edb3b] DataStructures v0.19.6 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.130 [ffbed154] DocStringExtensions v0.9.5 [1a297f60] FillArrays v1.17.0 ⌅ [53c48c17] FixedPointNumbers v0.8.6 [46192b85] GPUArraysCore v0.2.0 [a0844989] Gamma v1.1.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.29 [842dd82b] InlineStrings v1.4.5 [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 [63c18a36] KernelAbstractions v0.9.42 [b964fa9f] LaTeXStrings v1.4.0 [92ad9a40] LearnAPI v2.0.1 [2ab3a3ac] LogExpFunctions v1.0.1 [c2834f40] MLCore v1.1.0 [a7f614a8] MLJBase v1.14.0 [e80e1ace] MLJModelInterface v1.12.1 [23777cdb] MLJTransforms v0.1.6 [f1d291b0] MLUtils v0.4.12 [1914dd2f] MacroTools v0.5.16 [eff96d63] Measurements v2.14.1 [e1d29d7a] Missings v1.2.0 [872c559c] NNlib v0.9.39 ⌅ [bac558e1] OrderedCollections v1.8.2 [90014a1f] PDMats v0.11.40 ⌅ [d96e819e] Parameters v0.12.3 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.3.4 [21216c6a] Preferences v1.5.2 [08abe8d2] PrettyTables v3.4.2 [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 [f2b01f46] Roots v3.0.6 [321657f4] ScientificTypes v3.3.0 [30f210dd] ScientificTypesBase v3.1.0 [7e506255] ScopedValues v1.6.2 [91c51154] SentinelArrays v1.4.10 [1277b4bf] ShiftedArrays v2.0.0 [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 [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 [3eaba693] StatsModels v0.7.10 [892a3eda] StringManipulation v0.4.6 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.13.0 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.1 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [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 [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 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.5.5+2 [4536629a] OpenBLAS_jll v0.3.33+0 [05823500] OpenLibm_jll v0.8.7+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Test Summary: | Pass Total Time Generate New feature names Function Tests | 4 4 7.5s Test Summary: | Pass Total Time Column inclusion and exclusion for fit | 4 4 2.8s Test Summary: | Pass Total Time Test generic fit output | 1 1 3.0s Test Summary: | Pass Total Time Test generic transform | 1 1 14.8s Test Summary: | Pass Total Time Callable feature functionality tests | 3 3 0.3s Test Summary: | Pass Total Time Single Symbol and list of one symbol equivalence | 3 3 0.2s Test Summary: | Pass Total Time Generic Table Types Support | 16 16 27.0s Test Summary: | Pass Total Time Test statistic computation | 4 4 0.9s Test Summary: | Pass Total Time Compute_shrinkage tests | 4 4 0.0s Test Summary: | Pass Total Time Compute_m_auto tests | 3 3 1.1s Test Summary: | Pass Total Time Fit for binary classification dataset | 3 3 8.8s Test Summary: | Pass Total Time Fit for regression dataset | 3 3 2.0s Test Summary: | Pass Total Time Fit for multiclassification dataset | 3 3 17.5s Test Summary: | Pass Total Time Test binary classification target encoding transforms | 1 1 9.3s Test Summary: | Pass Total Time Test preserving output type | 1 1 0.3s Test Summary: | Pass Total Time Test regression target encoding transforms | 1 1 0.7s Test Summary: | Pass Total Time Test multiclassification target encoding transforms | 14 14 5.4s [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time mlj-interface | 60 60 9.5s [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Target Encoding Types | 4 4 3.4s Test Summary: | Pass Total Time Ordinal Encoding Fit | 2 2 2.0s Test Summary: | Pass Total Time Ordinal Encoding Transform | 1 1 4.3s [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Ordinal Encoding | 6 6 1.6s [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Ordinal Encoding Types | 6 6 12.8s Test Summary: | Pass Total Time Frequency Encoding Fit | 3 3 4.7s Test Summary: | Pass Total Time Frequency Encoding Transform | 2 2 3.7s [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Frequency Encoding | 6 6 0.6s [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Frequency Encoding Output Types | 4 4 0.7s Test Summary: | Pass Total Time Cardinality Reducer Error Handling | 3 3 1.9s Test Summary: | Pass Total Time Default for Numbers Set Correctly | 1 1 2.9s Test Summary: | Pass Total Time Equivalence of float and integer min_frequency | 8 8 1.1s Test Summary: | Pass Total Time End-to-end test | 99 99 14.5s Test Summary: | Pass Total Time Cardinality Reducer Fit | 1 1 2.3s Test Summary: | Pass Total Time Cardinality Reducer Transform | 1 1 8.1s Test Summary: | Pass Total Time Schema doesn't change after transform | 3 3 0.0s Test Summary: | Pass Total Time Adding new levels | 1 1 0.2s [ Info: Training machine(CardinalityReducer(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Cardinality Reducer | 3 3 1.9s [ Info: Training machine(CardinalityReducer(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Cardinality Reducer Output Types | 2 2 4.0s Test Summary: | Pass Total Time Missingness Encoder Error Handling | 3 3 5.6s Test Summary: | Pass Total Time Default for Numbers Set Correctly | 1 1 1.1s Test Summary: | Pass Total Time End-to-end test | 10 10 4.9s Test Summary: | Pass Total Time Missingness Encoder Fit | 1 1 0.9s Test Summary: | Pass Total Time Missingness Encoder Transform | 1 1 3.1s Test Summary: | Pass Total Time Schema doesn't change after transform | 5 5 0.0s Test Summary: | Pass Total Time Adding new levels | 1 1 0.0s [ Info: Training machine(MissingnessEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Missingness Encoder | 3 3 1.7s [ Info: Training machine(MissingnessEncoder(features = Symbol[], …), …). Multiclass{3}ContinuousMulticlass{4}OrderedFactor{4}Multiclass{3}Test Summary: | Pass Total Time Test Missingness Encoder Output Types | 3 3 6.1s Test Summary: | Pass Total Time Contrast Encoder Error Handling | 5 5 7.8s Test Summary: | Pass Total Time Dummy Coding Tests | 11 11 1.6s Test Summary: | Pass Total Time Sum Coding Tests | 8 8 1.1s Test Summary: | Pass Total Time Backward Difference Coding Tests | 6 6 0.3s Test Summary: | Pass Total Time Forward Difference Coding Tests | 12 12 0.5s Test Summary: | Pass Total Time helmert_vector function tests | 10 10 0.1s Test Summary: | Pass Total Time contrast mode end-to-end test | 1 1 24.7s Test Summary: | Pass Total Time hypothesis mode end-to-end test | 1 1 4.2s Test Summary: | Pass Total Time single-mode end-to-end test with StatsModels | 6 6 16.5s Test Summary: | Pass Total Time multi-mode end-to-end test with StatsModels | 24 24 15.1s [ Info: Training machine(ContrastEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Contrast Encoding | 3 3 2.3s [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). Test Summary: | Pass Total Time Test Contrast Encoder Output Types | 24 24 1.9s Test Summary: | Pass Total Time UnivariateFillImputer | 5 5 7.9s Test Summary: | Pass Total Time FillImputer | 20 20 11.1s Test Summary: | Pass Total Time One-Hot | 44 44 15.5s Test Summary: | Pass Total Time TimeTypeToContinuous | 19 19 8.0s Test Summary: | Pass Total Time Interaction Transformer functions | 4 4 0.5s Test Summary: | Pass Total Time Interaction Transformer | 7 7 6.2s Test Summary: | Pass Total Time Continuous encoder | 5 5 5.3s Test Summary: | Pass Total Time U-boxcox | 1 1 3.4s Test Summary: | Pass Total Time test set | 47 47 6.5s Test Summary: | Pass Total Time U-Discr | 6 6 9.6s Testing MLJTransforms tests passed Testing completed after 408.53s PkgEval succeeded after 481.52s