Package evaluation of MLJTransforms on Julia 1.13.0-DEV.853 (3e868b27cf*) started at 2025-07-17T02:58:27.650 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.8s ################################################################################ # Installation # Installing MLJTransforms... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [23777cdb] + MLJTransforms v0.1.0 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [50ba71b6] + BitBasis v0.9.10 [324d7699] + CategoricalArrays v0.10.8 [3da002f7] + ColorTypes v0.12.1 [861a8166] + Combinatorics v1.0.3 [34da2185] + Compat v4.17.0 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [b964fa9f] + LaTeXStrings v1.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [e80e1ace] + MLJModelInterface v1.11.1 [23777cdb] + MLJTransforms v0.1.0 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [08abe8d2] + PrettyTables v2.4.0 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [321657f4] + ScientificTypes v3.1.0 [30f210dd] + ScientificTypesBase v3.0.0 [91c51154] + SentinelArrays v1.4.8 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [892a3eda] + StringManipulation v0.4.1 [ab02a1b2] + TableOperations v1.2.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [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 v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [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 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 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Installation completed after 4.46s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 36.05s ################################################################################ # Testing # Testing MLJTransforms Status `/tmp/jl_OJRO1p/Project.toml` [50ba71b6] BitBasis v0.9.10 [324d7699] CategoricalArrays v0.10.8 [861a8166] Combinatorics v1.0.3 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.120 [a7f614a8] MLJBase v1.8.1 [e80e1ace] MLJModelInterface v1.11.1 [23777cdb] MLJTransforms v0.1.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [321657f4] ScientificTypes v3.1.0 [860ef19b] StableRNGs v1.0.3 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.5 [3eaba693] StatsModels v0.7.4 [ab02a1b2] TableOperations v1.2.0 [bd369af6] Tables v1.12.1 [ade2ca70] Dates v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_OJRO1p/Manifest.toml` [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.1 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [50ba71b6] BitBasis v0.9.10 [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [d360d2e6] ChainRulesCore v1.25.2 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.0.3 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [187b0558] ConstructionBase v1.6.0 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [46192b85] GPUArraysCore v0.2.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [22cec73e] InitialValues v0.3.1 [842dd82b] InlineStrings v1.4.4 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.37 [b964fa9f] LaTeXStrings v1.4.0 [92ad9a40] LearnAPI v1.0.1 [2ab3a3ac] LogExpFunctions v0.3.29 [c2834f40] MLCore v1.0.0 [a7f614a8] MLJBase v1.8.1 [e80e1ace] MLJModelInterface v1.11.1 [23777cdb] MLJTransforms v0.1.0 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [872c559c] NNlib v0.9.30 [71a1bf82] NameResolution v0.1.5 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [321657f4] ScientificTypes v3.1.0 [30f210dd] ScientificTypesBase v3.0.0 [7e506255] ScopedValues v1.4.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [1277b4bf] ShiftedArrays v2.0.0 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.4 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.1 [171d559e] SplittablesBase v0.1.15 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [c062fc1d] StatisticalMeasuresBase v0.1.2 [64bff920] StatisticalTraits v3.5.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [3eaba693] StatsModels v0.7.4 [892a3eda] StringManipulation v0.4.1 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [28d57a85] Transducers v0.4.84 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.0 [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 v1.12.0 [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 [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 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Testing Running tests... Precompiling packages... 84858.8 ms ✓ DataFrames 1 dependency successfully precompiled in 85 seconds. 34 already precompiled. Precompiling packages... 12922.1 ms ✓ BangBang → BangBangDataFramesExt 1 dependency successfully precompiled in 13 seconds. 47 already precompiled. Precompiling packages... 8123.7 ms ✓ Transducers → TransducersDataFramesExt 1 dependency successfully precompiled in 8 seconds. 63 already precompiled. Precompiling packages... 5592.2 ms ✓ StatsModels 1 dependency successfully precompiled in 6 seconds. 45 already precompiled. Test Summary: | Pass Total Time Generate New feature names Function Tests | 4 4 2.2s Test Summary: | Pass Total Time Column inclusion and exclusion for fit | 4 4 2.6s Test Summary: | Pass Total Time Test generic fit output | 1 1 4.4s Test Summary: | Pass Total Time Test generic transform | 1 1 14.2s 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 0.1s Test Summary: | Pass Total Time Test statistic computation | 4 4 1.0s Test Summary: | Pass Total Time Compute_shrinkage tests | 4 4 0.0s Test Summary: | Pass Total Time Compute_m_auto tests | 3 3 0.7s Test Summary: | Pass Total Time Fit for binary classification dataset | 3 3 10.7s Test Summary: | Pass Total Time Fit for regression dataset | 3 3 2.2s Test Summary: | Pass Total Time Fit for multiclassification dataset | 3 3 22.9s Test Summary: | Pass Total Time Test binary classification target encoding transforms | 1 1 10.3s Test Summary: | Pass Total Time Test preserving output type | 1 1 0.4s Test Summary: | Pass Total Time Test regression target encoding transforms | 1 1 0.8s Test Summary: | Pass Total Time Test multiclassification target encoding transforms | 14 14 5.9s [ 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 23.5s [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Target Encoding Types | 4 4 5.6s Test Summary: | Pass Total Time Ordinal Encoding Fit | 2 2 2.8s Test Summary: | Pass Total Time Ordinal Encoding Transform | 1 1 9.3s [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Ordinal Encoding | 6 6 3.0s [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Ordinal Encoding Types | 6 6 15.1s Test Summary: | Pass Total Time Frequency Encoding Fit | 3 3 6.2s Test Summary: | Pass Total Time Frequency Encoding Transform | 2 2 4.6s [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Frequency Encoding | 6 6 1.4s [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Frequency Encoding Output Types | 4 4 0.9s Test Summary: | Pass Total Time Cardinality Reducer Error Handling | 3 3 6.1s Test Summary: | Pass Total Time Default for Numbers Set Correctly | 1 1 4.4s Test Summary: | Pass Total Time Equivalence of float and integer min_frequency | 8 8 1.7s Test Summary: | Pass Total Time End-to-end test | 96 96 19.6s Test Summary: | Pass Total Time Cardinality Reducer Fit | 1 1 3.0s Test Summary: | Pass Total Time Cardinality Reducer Transform | 1 1 7.2s 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 0.5s [ Info: Training machine(CardinalityReducer(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Cardinality Reducer | 3 3 2.0s [ Info: Training machine(CardinalityReducer(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Cardinality Reducer Output Types | 2 2 4.9s Test Summary: | Pass Total Time Missingness Encoder Error Handling | 3 3 6.5s 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 5.4s Test Summary: | Pass Total Time Missingness Encoder Fit | 1 1 1.4s Test Summary: | Pass Total Time Missingness Encoder Transform | 1 1 3.9s 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 3.2s [ 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 4.6s Test Summary: | Pass Total Time Contrast Encoder Error Handling | 5 5 9.6s Test Summary: | Pass Total Time Dummy Coding Tests | 11 11 1.5s Test Summary: | Pass Total Time Sum Coding Tests | 8 8 1.2s Test Summary: | Pass Total Time Backward Difference Coding Tests | 6 6 0.3s Test Summary: | Pass Total Time Forward Difference Coding Tests | 12 12 0.8s 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 25.7s 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 19.5s Test Summary: | Pass Total Time multi-mode end-to-end test with StatsModels | 24 24 21.9s [ Info: Training machine(ContrastEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Contrast Encoding | 3 3 2.7s [ 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 2.5s Test Summary: | Pass Total Time UnivariateFillImputer | 5 5 9.4s Test Summary: | Pass Total Time FillImputer | 20 20 16.6s Test Summary: | Pass Total Time One-Hot | 44 44 19.6s Test Summary: | Pass Total Time TimeTypeToContinuous | 19 19 7.8s Test Summary: | Pass Total Time Interaction Transformer functions | 4 4 0.3s Test Summary: | Pass Total Time Interaction Transformer | 7 7 9.9s Test Summary: | Pass Total Time Continuous encoder | 5 5 11.4s Test Summary: | Pass Total Time U-boxcox | 1 1 3.6s Test Summary: | Pass Total Time test set | 47 47 7.3s Test Summary: | Pass Total Time U-Discr | 6 6 10.4s Testing MLJTransforms tests passed Testing completed after 602.2s PkgEval succeeded after 662.31s