Package evaluation to test MLJModels on Julia 1.12.7-DEV.42 (6f510b6086*) started at 2026-06-19T21:56:07.263 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 8.16s ################################################################################ # Installation # Installing MLJModels... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [d491faf4] + MLJModels v0.18.8 Updating `~/.julia/environments/v1.12/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [324d7699] + CategoricalArrays v1.1.1 [af321ab8] + CategoricalDistributions v0.2.2 [3da002f7] + ColorTypes v0.12.1 [861a8166] + Combinatorics v1.1.0 [34da2185] + Compat v4.18.1 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.5 [e2d170a0] + DataValueInterfaces v1.0.0 [b4f34e82] + Distances v0.10.12 [31c24e10] + Distributions v0.25.127 [ffbed154] + DocStringExtensions v0.9.5 [1a297f60] + FillArrays v1.16.0 ⌅ [53c48c17] + FixedPointNumbers v0.8.6 [34004b35] + HypergeometricFunctions v0.3.28 [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 [d491faf4] + MLJModels v0.18.8 [e1d29d7a] + Missings v1.2.0 ⌅ [bac558e1] + OrderedCollections v1.8.2 [90014a1f] + PDMats v0.11.37 ⌅ [d96e819e] + Parameters v0.12.3 [aea7be01] + PrecompileTools v1.3.4 [21216c6a] + Preferences v1.5.2 [54e16d92] + PrettyPrinting v0.4.2 [08abe8d2] + PrettyTables v3.3.2 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [189a3867] + Reexport v1.2.2 [05181044] + RelocatableFolders v1.0.1 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [321657f4] + ScientificTypes v3.3.0 [30f210dd] + ScientificTypesBase v3.1.0 [6c6a2e73] + Scratch v1.3.0 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.8.0 [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 [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 [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 [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 [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. To see why use `status --outdated -m` Installation completed after 6.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 24.6s ################################################################################ # Testing # Testing MLJModels Status `/tmp/jl_yLGYFV/Project.toml` [324d7699] CategoricalArrays v1.1.1 [af321ab8] CategoricalDistributions v0.2.2 [861a8166] Combinatorics v1.1.0 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.127 [a7f614a8] MLJBase v1.13.1 [c6f25543] MLJDecisionTreeInterface v0.5.0 [e80e1ace] MLJModelInterface v1.12.1 [d491faf4] MLJModels v0.18.8 [1b6a4a23] MLJMultivariateStatsInterface v0.5.4 [23777cdb] MLJTransforms v0.1.6 ⌅ [bac558e1] OrderedCollections v1.8.2 ⌅ [d96e819e] Parameters v0.12.3 [54e16d92] PrettyPrinting v0.4.2 [05181044] RelocatableFolders v1.0.1 [321657f4] ScientificTypes v3.3.0 [860ef19b] StableRNGs v1.0.4 [64bff920] StatisticalTraits v3.5.0 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.12 [fd094767] Suppressor v0.2.8 [bd369af6] Tables v1.12.1 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [d6f4376e] Markdown v1.11.0 [44cfe95a] Pkg v1.12.1 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_yLGYFV/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [79e6a3ab] Adapt v4.6.1 [66dad0bd] AliasTables v1.1.3 [7d9fca2a] Arpack v0.5.4 [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 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.1.0 [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 [b4f34e82] Distances v0.10.12 [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 [d491faf4] MLJModels v0.18.8 [1b6a4a23] MLJMultivariateStatsInterface v0.5.4 [23777cdb] MLJTransforms v0.1.6 [f1d291b0] MLUtils v0.4.9 [1914dd2f] MacroTools v0.5.16 [eff96d63] Measurements v2.14.1 [e1d29d7a] Missings v1.2.0 [6f286f6a] MultivariateStats v0.10.4 [872c559c] NNlib v0.9.36 ⌅ [bac558e1] OrderedCollections v1.8.2 [90014a1f] PDMats v0.11.37 ⌅ [d96e819e] Parameters v0.12.3 [aea7be01] PrecompileTools v1.3.4 [21216c6a] Preferences v1.5.2 [54e16d92] PrettyPrinting v0.4.2 [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 [05181044] RelocatableFolders v1.0.1 [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 [91c51154] SentinelArrays v1.4.10 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.6 [a2af1166] SortingAlgorithms v1.2.2 [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 [892a3eda] StringManipulation v0.4.4 [fd094767] Suppressor v0.2.8 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.1 ⌅ [68821587] Arpack_jll v3.5.2+0 [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... Precompiling packages... 17737.1 ms ✓ MLJTransforms 1 dependency successfully precompiled in 22 seconds. 84 already precompiled. 74 dependencies precompiled but different versions are currently loaded (AliasTables, Base64, CategoricalArrays, CategoricalArrays → CategoricalArraysStatsBaseExt, ColorTypes, ColorTypes → StyledStringsExt, Combinatorics, Compat, Compat → CompatLinearAlgebraExt, CompilerSupportLibraries_jll, Crayons, DataAPI, DataStructures, DataValueInterfaces, Dates, Distributions, Distributions → DistributionsTestExt, DocStringExtensions, FillArrays, FillArrays → FillArraysPDMatsExt, FillArrays → FillArraysSparseArraysExt, FillArrays → FillArraysStatisticsExt, FixedPointNumbers, HypergeometricFunctions, InteractiveUtils, IrrationalConstants, IteratorInterfaceExtensions, JLLWrappers, JuliaSyntaxHighlighting, LaTeXStrings, LogExpFunctions, Logging, MLJModelInterface, Markdown, Missings, OpenLibm_jll, OpenSpecFun_jll, OrderedCollections, PDMats, PDMats → StatsBaseExt, Parameters, PrecompileTools, Preferences, PrettyTables, Printf, PtrArrays, QuadGK, REPL, Reexport, Rmath, Rmath_jll, ScientificTypes, ScientificTypesBase, Serialization, SortingAlgorithms, SparseArrays, SpecialFunctions, StatisticalTraits, Statistics, Statistics → SparseArraysExt, StatsAPI, StatsBase, StatsFuns, StringManipulation, StyledStrings, SuiteSparse, SuiteSparse_jll, TOML, TableTraits, Tables, Test, UUIDs, UnPack and Unicode). Restart julia to access the new versions. Otherwise, 9 dependents of these packages may trigger further precompilation to work with the unexpected versions. ┌ Info: Test of the MLJ Registry is being skipped. Set environment variable MLJ_TEST_REGISTRY = "true" to include them. └ The Registry test takes about ten minutes. Test Summary: | Pass Total Time metadata.jl | 9 9 27.7s Precompiling packages... 6017.7 ms ✓ DecisionTree 8447.2 ms ✓ MLJDecisionTreeInterface 2 dependencies successfully precompiled in 15 seconds. 31 already precompiled. 27 dependencies precompiled but different versions are currently loaded (Base64, CategoricalArrays, Compat, Compat → CompatLinearAlgebraExt, DataAPI, DataValueInterfaces, Dates, DelimitedFiles, InteractiveUtils, IteratorInterfaceExtensions, JuliaSyntaxHighlighting, MLJModelInterface, Markdown, Missings, Mmap, OrderedCollections, Printf, REPL, ScientificTypesBase, StatisticalTraits, Statistics, StyledStrings, TOML, TableTraits, Tables, UUIDs and Unicode). Restart julia to access the new versions. Otherwise, 4 dependents of these packages may trigger further precompilation to work with the unexpected versions. Test Summary: | Pass Total Time model_search.jl | 54 54 7m10.9s Precompiling packages... 5779.5 ms ✓ MultivariateStats 13340.9 ms ✓ MLJMultivariateStatsInterface 2 dependencies successfully precompiled in 22 seconds. 76 already precompiled. 70 dependencies precompiled but different versions are currently loaded (AliasTables, Base64, CategoricalArrays, CategoricalArrays → CategoricalArraysStatsBaseExt, CategoricalDistributions, ColorTypes, ColorTypes → StyledStringsExt, Compat, Compat → CompatLinearAlgebraExt, CompilerSupportLibraries_jll, Crayons, DataAPI, DataStructures, DataValueInterfaces, Dates, Distributions, DocStringExtensions, FillArrays, FillArrays → FillArraysPDMatsExt, FillArrays → FillArraysSparseArraysExt, FillArrays → FillArraysStatisticsExt, FixedPointNumbers, HypergeometricFunctions, InteractiveUtils, IrrationalConstants, IteratorInterfaceExtensions, JLLWrappers, JuliaSyntaxHighlighting, LaTeXStrings, LogExpFunctions, Logging, MLJModelInterface, Markdown, Missings, OpenLibm_jll, OpenSpecFun_jll, OrderedCollections, PDMats, PDMats → StatsBaseExt, PrecompileTools, Preferences, PrettyTables, Printf, PtrArrays, QuadGK, REPL, Reexport, Rmath, Rmath_jll, ScientificTypes, ScientificTypesBase, Serialization, SortingAlgorithms, SparseArrays, SpecialFunctions, StatisticalTraits, Statistics, Statistics → SparseArraysExt, StatsAPI, StatsBase, StatsFuns, StringManipulation, StyledStrings, SuiteSparse, SuiteSparse_jll, TOML, TableTraits, Tables, UUIDs and Unicode). Restart julia to access the new versions. Otherwise, 7 dependents of these packages may trigger further precompilation to work with the unexpected versions. [ Info: For silent loading, specify `verbosity=0`. Resolving package versions... Updating `/tmp/jl_yLGYFV/Project.toml` [d354fa79] + MLJClusteringInterface v0.1.13 Updating `/tmp/jl_yLGYFV/Manifest.toml` [aaaa29a8] + Clustering v0.15.8 [d354fa79] + MLJClusteringInterface v0.1.13 [b8a86587] + NearestNeighbors v0.4.27 Precompiling packages... 9967.8 ms ✓ NearestNeighbors 4524.7 ms ✓ Clustering 9051.1 ms ✓ MLJClusteringInterface 3 dependencies successfully precompiled in 24 seconds. 38 already precompiled. 38 dependencies precompiled but different versions are currently loaded (AbstractTrees, AliasTables, Base64, DataAPI, DataStructures, Dates, Distances, Distances → DistancesSparseArraysExt, DocStringExtensions, InteractiveUtils, IrrationalConstants, JuliaSyntaxHighlighting, LogExpFunctions, MLJModelInterface, Markdown, Missings, OrderedCollections, PrecompileTools, Preferences, Printf, PtrArrays, REPL, ScientificTypesBase, Serialization, SortingAlgorithms, SparseArrays, StaticArrays, StaticArrays → StaticArraysStatisticsExt, StaticArraysCore, StatisticalTraits, Statistics, Statistics → SparseArraysExt, StatsAPI, StatsBase, StyledStrings, SuiteSparse_jll, TOML and Unicode). Restart julia to access the new versions. Otherwise, 3 dependents of these packages may trigger further precompilation to work with the unexpected versions. Test Summary: | Pass Total Time loading.jl | 10 10 1m54.9s Test Summary: | Pass Total Time builtins/Constant.jl | 26 26 52.8s [ Info: Training machine(BinaryThresholdPredictor(model = NaiveClassifier(), …), …). [ Info: Training machine(BinaryThresholdPredictor(model = ProbabilisticPipeline(standardizer = Standardizer(features = Symbol[], …), …), …), …). Test Summary: | Pass Total Time builtins/ThresholdPredictors.jl | 74 74 2m25.8s Testing MLJModels tests passed Testing completed after 823.59s PkgEval succeeded after 928.74s