Package evaluation to test MLJEnsembles on Julia 1.12.7-DEV.43 (fe4faaea78*) started at 2026-06-22T01:42:56.593 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 7.61s ################################################################################ # Installation # Installing MLJEnsembles... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [50ed68f4] + MLJEnsembles v0.4.5 Updating `~/.julia/environments/v1.12/Manifest.toml` [79e6a3ab] + Adapt v4.6.1 [66dad0bd] + AliasTables v1.1.3 [a9b6321e] + Atomix v1.1.3 [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 [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 [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 [2ab3a3ac] + LogExpFunctions v1.0.1 [c2834f40] + MLCore v1.0.2 [50ed68f4] + MLJEnsembles v0.4.5 [e80e1ace] + MLJModelInterface v1.12.1 [f1d291b0] + MLUtils v0.4.9 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [872c559c] + NNlib v0.9.36 ⌅ [bac558e1] + OrderedCollections v1.8.2 [90014a1f] + PDMats v0.11.37 [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 [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 [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 [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 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [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 [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 [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 v0.8.7+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [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 7.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 1880.3 ms ✓ Calculus 2272.0 ms ✓ FillArrays 1119.5 ms ✓ StableRNGs 984.7 ms ✓ Parameters 4428.6 ms ✓ UnsafeAtomics 4312.4 ms ✓ ShowCases 1104.8 ms ✓ ComputationalResources 1365.9 ms ✓ GPUArraysCore 924.1 ms ✓ HashArrayMappedTries 5312.6 ms ✓ QuadGK 2020.7 ms ✓ PDMats 1777.4 ms ✓ ScientificTypesBase 6059.4 ms ✓ CategoricalArrays 1553.5 ms ✓ LearnAPI 4107.7 ms ✓ MLCore 1425.3 ms ✓ Rmath_jll 11698.5 ms ✓ NearestNeighbors 4672.8 ms ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 2292.2 ms ✓ HypergeometricFunctions 1360.8 ms ✓ Measurements 925.8 ms ✓ FillArrays → FillArraysStatisticsExt 1551.2 ms ✓ FillArrays → FillArraysStaticArraysExt 1540.7 ms ✓ FillArrays → FillArraysSparseArraysExt 1003.4 ms ✓ Atomix 904.5 ms ✓ ScopedValues 1549.7 ms ✓ PDMats → StatsBaseExt 1448.5 ms ✓ FillArrays → FillArraysPDMatsExt 1589.6 ms ✓ StatisticalTraits 13857.3 ms ✓ CategoricalArrays → CategoricalArraysStatsBaseExt 4476.5 ms ✓ CategoricalArrays → CategoricalArraysRecipesBaseExt 1617.9 ms ✓ Rmath 1212.3 ms ✓ Measurements → MeasurementsSpecialFunctionsExt 1392.5 ms ✓ Measurements → MeasurementsRecipesBaseExt 15064.4 ms ✓ KernelAbstractions 2834.8 ms ✓ MLJModelInterface 16391.1 ms ✓ StatsFuns 3365.0 ms ✓ KernelAbstractions → SparseArraysExt 2415.0 ms ✓ KernelAbstractions → LinearAlgebraExt 3904.2 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 13148.1 ms ✓ Distributions 21333.4 ms ✓ NNlib 3503.2 ms ✓ Distributions → DistributionsTestExt 5589.6 ms ✓ Distributions → DistributionsChainRulesCoreExt 131502.3 ms ✓ ScientificTypes 13644.9 ms ✓ NNlib → NNlibSpecialFunctionsExt 64309.7 ms ✓ MLUtils 51439.0 ms ✓ CategoricalDistributions 56805.2 ms ✓ StatisticalMeasuresBase 69381.2 ms ✓ StatisticalMeasures 34575.4 ms ✓ MLJBase 11240.4 ms ✓ MLJEnsembles 7930.1 ms ✓ StatisticalMeasures → ScientificTypesExt 7921.1 ms ✓ MLJBase → DefaultMeasuresExt 53 dependencies successfully precompiled in 630 seconds. 77 already precompiled. 9 dependencies precompiled but different versions are currently loaded (Base64, Dates, JuliaSyntaxHighlighting, Logging, Markdown, Printf, StyledStrings, TOML and UUIDs). 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 648.55s ################################################################################ # Testing # Testing MLJEnsembles Status `/tmp/jl_IpdiXu/Project.toml` [324d7699] CategoricalArrays v1.1.1 [af321ab8] CategoricalDistributions v0.2.2 [ed09eef8] ComputationalResources v0.3.2 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.127 [a7f614a8] MLJBase v1.13.1 [50ed68f4] MLJEnsembles v0.4.5 [e80e1ace] MLJModelInterface v1.12.1 [b8a86587] NearestNeighbors v0.4.27 [92933f4c] ProgressMeter v1.11.0 [30f210dd] ScientificTypesBase v3.1.0 [860ef19b] StableRNGs v1.0.4 [a19d573c] StatisticalMeasures v0.3.6 [c062fc1d] StatisticalMeasuresBase v0.1.4 [2913bbd2] StatsBase v0.34.12 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [9e88b42a] Serialization v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_IpdiXu/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 [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 [50ed68f4] MLJEnsembles v0.4.5 [e80e1ace] MLJModelInterface v1.12.1 [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 [b8a86587] NearestNeighbors v0.4.27 ⌅ [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 [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 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed 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 v0.8.7+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [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... [ Info: nprocs() = 2 [ Info: nthreads() = 1 Precompiling packages... 7301.0 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 9 seconds. 48 already precompiled. 48 dependencies precompiled but different versions are currently loaded (AliasTables, Base64, CompilerSupportLibraries_jll, DataAPI, DataStructures, Dates, Distributions, DocStringExtensions, FillArrays, FillArrays → FillArraysPDMatsExt, FillArrays → FillArraysSparseArraysExt, FillArrays → FillArraysStatisticsExt, HypergeometricFunctions, InteractiveUtils, IrrationalConstants, JLLWrappers, JuliaSyntaxHighlighting, LogExpFunctions, Logging, Markdown, Missings, OpenLibm_jll, OpenSpecFun_jll, OrderedCollections, PDMats, PDMats → StatsBaseExt, Preferences, Printf, PtrArrays, QuadGK, Reexport, Rmath, Rmath_jll, Serialization, SortingAlgorithms, SparseArrays, SpecialFunctions, Statistics, Statistics → SparseArraysExt, StatsAPI, StatsBase, StatsFuns, StyledStrings, SuiteSparse, SuiteSparse_jll, TOML, Test and Unicode). Restart julia to access the new versions. Otherwise, 1 dependent of these packages may trigger further precompilation to work with the unexpected versions. Precompiling packages... 4917.5 ms ✓ Distances 1 dependency successfully precompiled in 5 seconds. 2 already precompiled. 2 dependencies precompiled but different versions are currently loaded (Statistics and StatsAPI). Restart julia to access the new versions. Otherwise, 1 dependent of these packages may trigger further precompilation to work with the unexpected versions. Precompiling packages... 1532.2 ms ✓ Distances → DistancesSparseArraysExt 1 dependency successfully precompiled in 2 seconds. 7 already precompiled. 7 dependencies precompiled but different versions are currently loaded (Distances, Serialization, SparseArrays, Statistics, Statistics → SparseArraysExt, StatsAPI and SuiteSparse_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 packages... 1031.7 ms ✓ Distances → DistancesChainRulesCoreExt 1 dependency successfully precompiled in 1 seconds. 11 already precompiled. 11 dependencies precompiled but different versions are currently loaded (ChainRulesCore, Compat, Compat → CompatLinearAlgebraExt, Dates, Distances, Printf, Statistics, StatsAPI, TOML, UUIDs and Unicode). Restart julia to access the new versions. Otherwise, 1 dependent of these packages may trigger further precompilation to work with the unexpected versions. Precompiling packages... 11058.0 ms ✓ NearestNeighbors 1 dependency successfully precompiled in 11 seconds. 13 already precompiled. 12 dependencies precompiled but different versions are currently loaded (Dates, Distances, PrecompileTools, Preferences, Printf, StaticArrays, StaticArrays → StaticArraysStatisticsExt, StaticArraysCore, Statistics, StatsAPI, TOML and Unicode). Restart julia to access the new versions. Otherwise, 1 dependent of these packages may trigger further precompilation to work with the unexpected versions. Test Summary: | Pass Total Time further test of sample weights | 4 4 41.2s [ Info: Training machine(ProbabilisticEnsembleModel(model = KNNClassifier(K = 7, …), …), …). Training ensemble: 2%[=> ] ETA: 0:01:30 Training ensemble: 100%[==================================================] Time: 0:00:02 Test Summary: | Pass Total Time machine tests | 9 9 1m09.8s [ Info: Training machine(ProbabilisticEnsembleModel(model = KNNClassifier(K = 7, …), …), …). Test Summary: | Pass Total Time machine tests (typename(CPUProcesses)) | 9 9 0.6s Ensemble-building in parallel on 1 threads. Ensemble-building in parallel on 1 threads. [ Info: Training machine(ProbabilisticEnsembleModel(model = KNNClassifier(K = 7, …), …), …). Ensemble-building in parallel on 1 threads. Test Summary: | Pass Total Time machine tests (typename(CPUThreads)) | 9 9 1.0s Test Summary: | Pass Total Time Test serializable Ensemble machine | 15 15 24.2s Test Summary: | Pass Total Time serialization for atomic models with non-persistent fitresults | 1 1 8.7s Testing MLJEnsembles tests passed Testing completed after 345.06s PkgEval succeeded after 1023.14s