Package evaluation to test MLJTransforms on Julia 1.14.0-DEV.2802 (918269a29b*) started at 2026-07-29T10:16:27.530 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 15.73s ################################################################################ # Installation # Installing MLJTransforms... Resolving package versions... Installed CommonSolve ───────────────── v0.2.12 Installed Rmath_jll ─────────────────── v0.5.1+0 Installed HypergeometricFunctions ───── v0.3.29 Installed CompositionsBase ──────────── v0.1.2 Installed FillArrays ────────────────── v1.17.0 Installed MacroTools ────────────────── v0.5.16 Installed ConstructionBase ──────────── v1.6.0 Installed DataStructures ────────────── v0.19.6 Installed OrderedCollections ────────── v1.8.2 Installed StatsBase ─────────────────── v0.34.12 Installed AliasTables ───────────────── v1.1.3 Installed Compat ────────────────────── v4.18.1 Installed IteratorInterfaceExtensions ─ v1.0.0 Installed Combinatorics ─────────────── v1.1.0 Installed BitBasis ──────────────────── v0.9.10 Installed ScientificTypes ───────────── v3.3.0 Installed DataAPI ───────────────────── v1.16.0 Installed SentinelArrays ────────────── v1.4.10 Installed StatsAPI ──────────────────── v1.8.0 Installed DataValueInterfaces ───────── v1.0.0 Installed IrrationalConstants ───────── v0.2.6 Installed StaticArraysCore ──────────── v1.4.4 Installed Statistics ────────────────── v1.11.1 Installed QuadGK ────────────────────── v2.11.3 Installed StaticArrays ──────────────── v1.9.18 Installed PrecompileTools ───────────── v1.3.4 Installed StringManipulation ────────── v0.4.6 Installed OpenSpecFun_jll ───────────── v0.5.6+0 Installed LogExpFunctions ───────────── v1.0.1 Installed Roots ─────────────────────── v3.0.6 Installed Requires ──────────────────── v1.3.1 Installed ColorTypes ────────────────── v0.12.1 Installed Gamma ─────────────────────── v1.1.0 Installed Distributions ─────────────── v0.25.130 Installed PrettyTables ──────────────── v3.4.2 Installed StatsFuns ─────────────────── v2.2.0 Installed Rmath ─────────────────────── v0.9.0 Installed Tables ────────────────────── v1.13.0 Installed SpecialFunctions ──────────── v2.8.0 Installed PtrArrays ─────────────────── v1.4.0 Installed Parameters ────────────────── v0.12.3 Installed FixedPointNumbers ─────────── v0.8.6 Installed InverseFunctions ──────────── v0.1.17 Installed Reexport ──────────────────── v1.2.2 Installed Preferences ───────────────── v1.5.2 Installed JLLWrappers ───────────────── v1.8.0 Installed ScientificTypesBase ───────── v3.1.0 Installed TableTraits ───────────────── v1.0.1 Installed PDMats ────────────────────── v0.11.40 Installed Crayons ───────────────────── v4.2.0 Installed Missings ──────────────────── v1.2.0 Installed SortingAlgorithms ─────────── v1.2.3 Installed LaTeXStrings ──────────────── v1.4.0 Installed UnPack ────────────────────── v1.0.2 Installed CategoricalArrays ─────────── v1.1.1 Installed StatisticalTraits ─────────── v3.5.0 Installed TableOperations ───────────── v1.2.0 Installed MLJModelInterface ─────────── v1.12.1 Installed Accessors ─────────────────── v0.1.45 Installed DocStringExtensions ───────── v0.9.5 Installed MLJTransforms ─────────────── v0.1.6 Installing 2 artifacts Installed artifact Rmath 111.5 KiB Installed artifact OpenSpecFun 105.4 KiB 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 v1.5.7+0 [4536629a] + OpenBLAS_jll v0.3.34+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 9.59s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling project... 4.7 s ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 27 already precompiled. Precompiling package dependencies... Precompiling project... 3.7 s ✓ MacroTools 1.7 s ✓ InlineStrings 0.6 s ✓ Reexport 0.6 s ✓ Adapt 0.8 s ✓ Statistics 0.6 s ✓ DataAPI 0.8 s ✓ ConstructionBase 2.0 s ✓ IrrationalConstants 0.5 s ✓ UnPack 0.6 s ✓ DataValueInterfaces 0.6 s ✓ StaticArraysCore 0.6 s ✓ StatsAPI 3.1 s ✓ UnsafeAtomics 1.1 s ✓ OrderedCollections 1.8 s ✓ ShowCases 0.6 s ✓ InvertedIndices 0.7 s ✓ StableRNGs 0.6 s ✓ InverseFunctions 0.6 s ✓ HashArrayMappedTries 1.1 s ✓ Calculus 0.5 s ✓ CompositionsBase 0.8 s ✓ DocStringExtensions 0.6 s ✓ ShiftedArrays 1.7 s ✓ Combinatorics 1.0 s ✓ Gamma 0.8 s ✓ ComputationalResources 2.4 s ✓ FillArrays 0.5 s ✓ PtrArrays 0.5 s ✓ CommonSolve 0.5 s ✓ IteratorInterfaceExtensions 0.5 s ✓ LaTeXStrings 2.0 s ✓ Crayons 0.7 s ✓ Requires 2.1 s ✓ PDMats 0.7 s ✓ DelimitedFiles 2.3 s ✓ ProgressMeter 2.0 s ✓ SentinelArrays 2.9 s ✓ CodeTracking 0.9 s ✓ ScientificTypesBase 0.8 s ✓ Compat 1.2 s ✓ Preferences 2.1 s ✓ SimpleTraits 0.6 s ✓ GPUArraysCore 1.5 s ✓ Adapt → AdaptSparseArraysExt 2.2 s ✓ FixedPointNumbers 1.4 s ✓ Statistics → SparseArraysExt 0.6 s ✓ Missings 1.7 s ✓ PooledArrays 0.9 s ✓ ConstructionBase → ConstructionBaseLinearAlgebraExt 0.7 s ✓ Atomix 0.8 s ✓ Parameters 3.4 s ✓ DataStructures 1.5 s ✓ InverseFunctions → InverseFunctionsTestExt 1.1 s ✓ InverseFunctions → InverseFunctionsDatesExt 0.5 s ✓ ScopedValues 1.1 s ✓ Measurements 0.5 s ✓ CompositionsBase → CompositionsBaseInverseFunctionsExt 1.8 s ✓ LogExpFunctions 1.6 s ✓ HypergeometricFunctions 2.0 s ✓ FillArrays → FillArraysSparseArraysExt 0.9 s ✓ FillArrays → FillArraysStatisticsExt 0.7 s ✓ AliasTables 0.5 s ✓ TableTraits 1.8 s ✓ FillArrays → FillArraysPDMatsExt 1.0 s ✓ StatisticalTraits 0.5 s ✓ Compat → CompatLinearAlgebraExt 2.2 s ✓ LearnAPI 1.3 s ✓ JLLWrappers 1.1 s ✓ PrecompileTools 2.5 s ✓ ColorTypes 0.8 s ✓ SortingAlgorithms 2.2 s ✓ QuadGK 4.4 s ✓ Accessors 0.8 s ✓ LogExpFunctions → LogExpFunctionsInverseFunctionsExt 1.4 s ✓ Tables 3.3 s ✓ MLJModelInterface 2.2 s ✓ ChainRulesCore 3.2 s ✓ CategoricalArrays 1.9 s ✓ Rmath_jll 0.9 s ✓ OpenSpecFun_jll 3.1 s ✓ RecipesBase 13.6 s ✓ StaticArrays 6.6 s ✓ StringManipulation 1.0 s ✓ ColorTypes → StyledStringsExt 4.7 s ✓ StatsBase 2.1 s ✓ Accessors → LinearAlgebraExt 2.2 s ✓ Accessors → TestExt 1.1 s ✓ TableOperations 2.5 s ✓ MLCore 1.3 s ✓ ChainRulesCore → ChainRulesCoreSparseArraysExt 2.8 s ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 1.0 s ✓ CategoricalArrays → CategoricalArraysSentinelArraysExt 1.7 s ✓ Rmath 5.0 s ✓ SpecialFunctions 1.3 s ✓ Measurements → MeasurementsRecipesBaseExt 1.1 s ✓ CategoricalArrays → CategoricalArraysRecipesBaseExt 1.2 s ✓ StaticArrays → StaticArraysStatisticsExt 1.3 s ✓ StaticArrays → StaticArraysChainRulesCoreExt 2.5 s ✓ BitBasis 1.3 s ✓ Adapt → AdaptStaticArraysExt 1.4 s ✓ ConstructionBase → ConstructionBaseStaticArraysExt 2.1 s ✓ FillArrays → FillArraysStaticArraysExt 1.4 s ✓ Accessors → StaticArraysExt 44.3 s ✓ PrettyTables 1.7 s ✓ PDMats → StatsBaseExt 1.8 s ✓ CategoricalArrays → CategoricalArraysStatsBaseExt 5.3 s ✓ Roots 3.3 s ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 0.9 s ✓ Measurements → MeasurementsSpecialFunctionsExt 2.0 s ✓ StatsFuns 8.3 s ✓ KernelAbstractions 86.0 s ✓ DataFrames 1.0 s ✓ Roots → RootsChainRulesCoreExt 0.9 s ✓ StatsFuns → StatsFunsInverseFunctionsExt 2.5 s ✓ StatsFuns → StatsFunsChainRulesCoreExt 5.1 s ✓ StatsModels 1.7 s ✓ KernelAbstractions → LinearAlgebraExt 2.8 s ✓ KernelAbstractions → SparseArraysExt 10.1 s ✓ Distributions 11.5 s ✓ NNlib 4.1 s ✓ Distributions → DistributionsChainRulesCoreExt 4.7 s ✓ Distributions → DistributionsTestExt 7.4 s ✓ ScientificTypes 2.3 s ✓ NNlib → NNlibSpecialFunctionsExt 12.9 s ✓ MLUtils 7.2 s ✓ CategoricalDistributions 10.6 s ✓ MLJTransforms 21.6 s ✓ StatisticalMeasuresBase 18.0 s ✓ MLJBase 129 dependencies successfully precompiled in 448 seconds. 21 already precompiled. Precompilation completed after 466.78s ################################################################################ # Testing # Testing MLJTransforms Status `/tmp/jl_4ILqZi/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_4ILqZi/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 v1.5.7+0 [4536629a] OpenBLAS_jll v0.3.34+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 9.5s Test Summary: | Pass Total Time Column inclusion and exclusion for fit | 4 4 3.4s Test Summary: | Pass Total Time Test generic fit output | 1 1 3.7s Test Summary: | Pass Total Time Test generic transform | 1 1 18.6s Test Summary: | Pass Total Time Callable feature functionality tests | 3 3 0.4s 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 34.5s Test Summary: | Pass Total Time Test statistic computation | 4 4 0.8s Test Summary: | Pass Total Time Compute_shrinkage tests | 4 4 0.1s 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 8.2s Test Summary: | Pass Total Time Fit for regression dataset | 3 3 1.8s Test Summary: | Pass Total Time Fit for multiclassification dataset | 3 3 15.1s Test Summary: | Pass Total Time Test binary classification target encoding transforms | 1 1 11.1s 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 0.9s Test Summary: | Pass Total Time Test multiclassification target encoding transforms | 14 14 6.7s [ 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 13.3s [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Target Encoding Types | 4 4 4.5s Test Summary: | Pass Total Time Ordinal Encoding Fit | 2 2 2.4s Test Summary: | Pass Total Time Ordinal Encoding Transform | 1 1 5.2s [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Ordinal Encoding | 6 6 1.3s [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Ordinal Encoding Types | 6 6 16.6s Test Summary: | Pass Total Time Frequency Encoding Fit | 3 3 5.9s Test Summary: | Pass Total Time Frequency Encoding Transform | 2 2 5.0s [ 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 0.9s Test Summary: | Pass Total Time Cardinality Reducer Error Handling | 3 3 2.1s Test Summary: | Pass Total Time Default for Numbers Set Correctly | 1 1 3.4s Test Summary: | Pass Total Time Equivalence of float and integer min_frequency | 8 8 1.4s Test Summary: | Pass Total Time End-to-end test | 96 96 22.0s Test Summary: | Pass Total Time Cardinality Reducer Fit | 1 1 2.7s Test Summary: | Pass Total Time Cardinality Reducer Transform | 1 1 9.5s 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 2.1s [ Info: Training machine(CardinalityReducer(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Cardinality Reducer Output Types | 2 2 4.3s Test Summary: | Pass Total Time Missingness Encoder Error Handling | 3 3 6.9s 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 1.0s Test Summary: | Pass Total Time Missingness Encoder Transform | 1 1 3.8s 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 1.9s [ 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 7.5s Test Summary: | Pass Total Time Contrast Encoder Error Handling | 5 5 9.4s Test Summary: | Pass Total Time Dummy Coding Tests | 11 11 1.9s Test Summary: | Pass Total Time Sum Coding Tests | 8 8 1.3s Test Summary: | Pass Total Time Backward Difference Coding Tests | 6 6 0.2s Test Summary: | Pass Total Time Forward Difference Coding Tests | 12 12 0.7s 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 28.7s Test Summary: | Pass Total Time hypothesis mode end-to-end test | 1 1 5.1s Test Summary: | Pass Total Time single-mode end-to-end test with StatsModels | 6 6 20.5s Test Summary: | Pass Total Time multi-mode end-to-end test with StatsModels | 24 24 19.0s [ Info: Training machine(ContrastEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Contrast Encoding | 3 3 2.9s [ 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 2.4s Test Summary: | Pass Total Time UnivariateFillImputer | 5 5 9.7s Test Summary: | Pass Total Time FillImputer | 20 20 13.8s One-Hot: Error During Test at /home/pkgeval/.julia/packages/MLJTransforms/SDRZf/test/transformers/other_transformers/one_hot_encoder.jl:2 Got exception outside of a @test MethodError: Cannot `convert` an object of type Tuple{Int64} to an object of type Int64 The function `convert` exists, but no method is defined for this combination of argument types. Closest candidates are: convert(::Type{Int64}, !Matched::Measurements.Measurement) @ Measurements ~/.julia/packages/Measurements/FIcLC/src/conversions.jl:53 convert(::Type{S}, !Matched::CategoricalValue) where S<:Union{AbstractChar, AbstractString, Number} @ CategoricalArrays ~/.julia/packages/CategoricalArrays/pvykx/src/value.jl:92 convert(::Type{T}, !Matched::T) where T<:Number @ Base number.jl:6 ... Stacktrace: [1] (::Base.var"#cvt1#convert##0"{Tuple{Vararg{Int64}}, Tuple{Tuple{Int64}}})(n::Int64) @ Base essentials.jl:664 [inlined] [2] macro expansion @ ntuple.jl:68 [inlined] [3] ntuple(f::Base.var"#cvt1#convert##0"{Tuple{Vararg{Int64}}, Tuple{Tuple{Int64}}}, ::Val{1}) @ Base ntuple.jl:65 [inlined] [4] convert(::Core.TypeEgal{Tuple{Vararg{Int64}}}, x::Tuple{Tuple{Int64}}) @ Base essentials.jl:666 [5] Vector{Missing}(::Missing, d::Tuple{Int64}) @ Base baseext.jl:40 [6] similar(A::CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, ::Core.TypeEgal{Missing}, dims::Tuple{Int64}) @ CategoricalArrays ~/.julia/packages/CategoricalArrays/pvykx/src/array.jl:656 [7] similar(a::CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, ::Core.TypeEgal{Missing}, dims::Tuple{Base.OneTo{Int64}}) @ Base abstractarray.jl:832 [8] _similar_for(c::CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, ::Core.TypeEgal{Missing}, itr::Base.Generator{CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, MLJTransforms.var"#hot##2#hot##3"{UInt32}}, ::Base.HasShape{1}, axs::Tuple{Base.OneTo{Int64}}) @ Base array.jl:700 [9] _collect(c::CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, itr::Base.Generator{CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, MLJTransforms.var"#hot##2#hot##3"{UInt32}}, ::Base.EltypeUnknown, isz::Base.HasShape{1}) @ Base array.jl:858 [10] collect_similar(cont::CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, itr::Base.Generator{CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, MLJTransforms.var"#hot##2#hot##3"{UInt32}}) @ Base array.jl:768 [inlined] [11] map(f::MLJTransforms.var"#hot##2#hot##3"{UInt32}, A::CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}) @ Base abstractarray.jl:3470 [inlined] [12] hot(col::CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}, ref::UInt32) @ MLJTransforms ~/.julia/packages/MLJTransforms/SDRZf/src/transformers/other_transformers/one_hot_encoder.jl:114 [inlined] [13] (::MLJTransforms.var"#111#112"{CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}})(ref::UInt32) @ MLJTransforms ~/.julia/packages/MLJTransforms/SDRZf/src/transformers/other_transformers/one_hot_encoder.jl:149 [14] iterate(::Base.Generator{Vector{UInt32}, MLJTransforms.var"#111#112"{CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}}}) @ Base generator.jl:49 [inlined] [15] _collect(c::Vector{UInt32}, itr::Base.Generator{Vector{UInt32}, MLJTransforms.var"#111#112"{CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}}}, ::Base.EltypeUnknown, isz::Base.HasShape{1}) @ Base array.jl:853 [16] collect_similar(cont::Vector{UInt32}, itr::Base.Generator{Vector{UInt32}, MLJTransforms.var"#111#112"{CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}}}) @ Base array.jl:768 [17] map(f::Function, A::Vector{UInt32}) @ Base abstractarray.jl:3470 [18] transform(transformer::OneHotEncoder, fitresult::MLJTransforms.OneHotEncoderResult, X::@NamedTuple{name::CategoricalVector{Union{Missing, String}, UInt32, String, CategoricalValue{String, UInt32}, Missing}}) @ MLJTransforms ~/.julia/packages/MLJTransforms/SDRZf/src/transformers/other_transformers/one_hot_encoder.jl:147 [19] top-level scope @ ~/.julia/packages/MLJTransforms/SDRZf/test/transformers/other_transformers/one_hot_encoder.jl:3 [20] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:2246 [inlined] [21] macro expansion @ ~/.julia/packages/MLJTransforms/SDRZf/test/transformers/other_transformers/one_hot_encoder.jl:146 [inlined] Test Summary: | Pass Error Total Time One-Hot | 41 1 42 25.9s RNG of the outermost testset: Xoshiro(0x7749165e03d163d5, 0xc7dbbe93eeb94f60, 0x6d28cc31505e337d, 0x87dea8ca8bec90f9, 0xa7beec9a354c4a35) ERROR: LoadError: Some tests did not pass: 41 passed, 0 failed, 1 errored, 0 broken. in expression starting at /home/pkgeval/.julia/packages/MLJTransforms/SDRZf/test/transformers/other_transformers/one_hot_encoder.jl:2 in expression starting at /home/pkgeval/.julia/packages/MLJTransforms/SDRZf/test/runtests.jl:36 Testing failed after 460.63s ERROR: LoadError: Package MLJTransforms errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.14/Pkg/src/Types.jl:68 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.14/Pkg/src/Operations.jl:3247 [3] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::IOContext{IO}}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:587 [4] test(pkgs::Vector{PackageSpec}; io::IOContext{IO}, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:172 [5] test(pkgs::Vector{String}; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:160 [6] test(pkg::String; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:159 [inlined] [7] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:223 in expression starting at /PkgEval.jl/scripts/evaluate.jl:214 PkgEval failed after 1015.58s: package tests unexpectedly errored