Package evaluation to test MLJBalancing on Julia 1.12.7-DEV.42 (6f510b6086*) started at 2026-06-20T00:22:17.918 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 7.95s ################################################################################ # Installation # Installing MLJBalancing... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [45f359ea] + MLJBalancing v0.1.6 Updating `~/.julia/environments/v1.12/Manifest.toml` [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 [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 [45f359ea] + MLJBalancing v0.1.6 [a7f614a8] + MLJBase v1.13.1 [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 ⌅ [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 v1.2.2 [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 [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 [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 6.36s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Warning: Could not use exact versions of packages in manifest, re-resolving └ @ TestEnv ~/.julia/packages/TestEnv/RUPmD/src/julia-1.12/activate_set.jl:78 Precompiling package dependencies... Precompiling packages... 68379.2 ms ✓ Imbalance 1 dependency successfully precompiled in 84 seconds. 237 already precompiled. 24 dependencies precompiled but different versions are currently loaded (ArgTools, Base64, Dates, Downloads, JuliaSyntaxHighlighting, LibCURL, LibCURL_jll, LibGit2, LibGit2_jll, LibSSH2_jll, Logging, Markdown, MozillaCACerts_jll, NetworkOptions, OpenSSL_jll, Pkg, Printf, StyledStrings, TOML, Tar, UUIDs, Zlib_jll, nghttp2_jll and p7zip_jll). Restart julia to access the new versions. Otherwise, 120 dependents of these packages may trigger further precompilation to work with the unexpected versions. Precompilation completed after 105.43s ################################################################################ # Testing # Testing MLJBalancing Test Could not use exact versions of packages in manifest. Re-resolving dependencies Updating `/tmp/jl_1XWNVq/Project.toml` [a93c6f00] + DataFrames v1.8.2 [c709b415] + Imbalance v0.2.0 [45f359ea] + MLJBalancing v0.1.6 [6ee0df7b] + MLJLinearModels v0.10.1 [d491faf4] + MLJModels v0.18.8 [8dfed614] ~ Test ⇒ v1.11.0 Updating `/tmp/jl_1XWNVq/Manifest.toml` [47edcb42] + ADTypes v1.22.0 [1520ce14] + AbstractTrees v0.4.5 [4fba245c] + ArrayInterface v7.25.0 [39de3d68] + AxisArrays v0.4.8 [aaaa29a8] + Clustering v0.15.8 [5900dafe] + CoDa v1.5.0 [9cc86067] + ColumnSelectors v1.0.0 [861a8166] + Combinatorics v1.1.0 [bbf7d656] + CommonSubexpressions v0.3.1 [187b0558] + ConstructionBase v1.6.0 [a93c6f00] + DataFrames v1.8.2 [6cb2f572] + DataScienceTraits v1.2.2 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.16.0 [a0c0ee7d] + DifferentiationInterface v0.7.18 [b4f34e82] + Distances v0.10.12 [4e289a0a] + EnumX v1.0.7 [6a86dc24] + FiniteDiff v2.31.0 [f6369f11] + ForwardDiff v1.4.1 [c709b415] + Imbalance v0.2.0 [842dd82b] + InlineStrings v1.4.5 [8197267c] + IntervalSets v0.7.14 [3587e190] + InverseFunctions v0.1.17 [c8e1da08] + IterTools v1.10.0 [42fd0dbc] + IterativeSolvers v0.9.4 [682c06a0] + JSON v1.6.1 ⌃ [d3d80556] + LineSearches v7.5.1 [7a12625a] + LinearMaps v3.11.4 [45f359ea] + MLJBalancing v0.1.6 [6ee0df7b] + MLJLinearModels v0.10.1 [d491faf4] + MLJModels v0.18.8 [72560011] + MLJTestInterface v0.2.9 ⌅ [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.4 [b8a86587] + NearestNeighbors v0.4.27 [2f6b4ddb] + NelderMead v0.4.0 ⌅ [429524aa] + Optim v1.13.3 ⌅ [d96e819e] ↓ Parameters v0.13.1 ⇒ v0.12.3 [69de0a69] + Parsers v2.8.6 [2dfb63ee] + PooledArrays v1.4.3 [85a6dd25] + PositiveFactorizations v0.2.4 [54e16d92] + PrettyPrinting v0.4.2 [b3c3ace0] + RangeArrays v0.3.2 [05181044] + RelocatableFolders v1.0.1 [6c6a2e73] + Scratch v1.3.0 [91c51154] + SentinelArrays v1.4.10 [efcf1570] + Setfield v1.1.2 [df0093a1] + SpectralIndices v0.2.18 [ec057cc2] + StructUtils v2.8.2 [e5d66e97] + TableDistances v1.2.0 [ab02a1b2] + TableOperations v1.2.0 [0d432bfd] + TableTransforms v1.38.5 [28dd2a49] + TransformsBase v1.6.0 [1986cc42] + Unitful v1.28.0 [0dad84c5] + ArgTools v1.1.2 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.12.1 [a4e569a6] + Tar v1.10.0 [8dfed614] ~ Test ⇒ v1.11.0 [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 [458c3c95] + OpenSSL_jll v3.5.6+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850ede] + nghttp2_jll v1.64.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Test Successfully re-resolved Status `/tmp/jl_1XWNVq/Project.toml` [a93c6f00] DataFrames v1.8.2 [c709b415] Imbalance v0.2.0 [45f359ea] MLJBalancing v0.1.6 [a7f614a8] MLJBase v1.13.1 [6ee0df7b] MLJLinearModels v0.10.1 [e80e1ace] MLJModelInterface v1.12.1 [d491faf4] MLJModels v0.18.8 [f1d291b0] MLUtils v0.4.9 ⌅ [bac558e1] OrderedCollections v1.8.2 [2913bbd2] StatsBase v0.34.12 [bd369af6] Tables v1.12.1 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_1XWNVq/Manifest.toml` [47edcb42] ADTypes v1.22.0 [1520ce14] AbstractTrees v0.4.5 [79e6a3ab] Adapt v4.6.1 [66dad0bd] AliasTables v1.1.3 [4fba245c] ArrayInterface v7.25.0 [a9b6321e] Atomix v1.1.3 [39de3d68] AxisArrays v0.4.8 [49dc2e85] Calculus v0.5.2 [324d7699] CategoricalArrays v1.1.1 [af321ab8] CategoricalDistributions v0.2.2 [d360d2e6] ChainRulesCore v1.26.1 [aaaa29a8] Clustering v0.15.8 [5900dafe] CoDa v1.5.0 [3da002f7] ColorTypes v0.12.1 [9cc86067] ColumnSelectors v1.0.0 [861a8166] Combinatorics v1.1.0 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [ed09eef8] ComputationalResources v0.3.2 [187b0558] ConstructionBase v1.6.0 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.2 [6cb2f572] DataScienceTraits v1.2.2 [864edb3b] DataStructures v0.19.5 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.16.0 [a0c0ee7d] DifferentiationInterface v0.7.18 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.127 [ffbed154] DocStringExtensions v0.9.5 [4e289a0a] EnumX v1.0.7 [1a297f60] FillArrays v1.16.0 [6a86dc24] FiniteDiff v2.31.0 ⌅ [53c48c17] FixedPointNumbers v0.8.6 [f6369f11] ForwardDiff v1.4.1 [46192b85] GPUArraysCore v0.2.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [c709b415] Imbalance v0.2.0 [842dd82b] InlineStrings v1.4.5 [8197267c] IntervalSets v0.7.14 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [c8e1da08] IterTools v1.10.0 [42fd0dbc] IterativeSolvers v0.9.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.8.0 [682c06a0] JSON v1.6.1 [63c18a36] KernelAbstractions v0.9.41 [b964fa9f] LaTeXStrings v1.4.0 [92ad9a40] LearnAPI v2.0.1 ⌃ [d3d80556] LineSearches v7.5.1 [7a12625a] LinearMaps v3.11.4 [2ab3a3ac] LogExpFunctions v1.0.1 [c2834f40] MLCore v1.0.2 [45f359ea] MLJBalancing v0.1.6 [a7f614a8] MLJBase v1.13.1 [6ee0df7b] MLJLinearModels v0.10.1 [e80e1ace] MLJModelInterface v1.12.1 [d491faf4] MLJModels v0.18.8 [72560011] MLJTestInterface v0.2.9 [f1d291b0] MLUtils v0.4.9 [1914dd2f] MacroTools v0.5.16 [eff96d63] Measurements v2.14.1 [e1d29d7a] Missings v1.2.0 ⌅ [d41bc354] NLSolversBase v7.10.0 [872c559c] NNlib v0.9.36 [77ba4419] NaNMath v1.1.4 [b8a86587] NearestNeighbors v0.4.27 [2f6b4ddb] NelderMead v0.4.0 ⌅ [429524aa] Optim v1.13.3 ⌅ [bac558e1] OrderedCollections v1.8.2 [90014a1f] PDMats v0.11.37 ⌅ [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.6 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [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 [b3c3ace0] RangeArrays v0.3.2 [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 [7e506255] ScopedValues v1.6.2 [6c6a2e73] Scratch v1.3.0 [91c51154] SentinelArrays v1.4.10 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.6 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.8.0 [df0093a1] SpectralIndices v0.2.18 [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 [ec057cc2] StructUtils v2.8.2 [e5d66e97] TableDistances v1.2.0 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [0d432bfd] TableTransforms v1.38.5 [bd369af6] Tables v1.12.1 [28dd2a49] TransformsBase v1.6.0 [3a884ed6] UnPack v1.0.2 [1986cc42] Unitful v1.28.0 [013be700] UnsafeAtomics v0.3.1 [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 ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Precompiling packages... 16563.4 ms ✓ MLJBalancing 1 dependency successfully precompiled in 24 seconds. 118 already precompiled. 7 dependencies precompiled but different versions are currently loaded (Base64, InteractiveUtils, JuliaSyntaxHighlighting, Logging, Markdown, Serialization and StyledStrings). Restart julia to access the new versions. Otherwise, 35 dependents of these packages may trigger further precompilation to work with the unexpected versions. Precompiling packages... 5636.4 ms ✓ DataScienceTraits → DataScienceTraitsCategoricalArraysExt 32626.3 ms ✓ SpectralIndices 4691.2 ms ✓ DataScienceTraits → DataScienceTraitsDistributionsExt 6249.3 ms ✓ CoDa 19344.4 ms ✓ MLJTestInterface 4066.6 ms ✓ TableDistances 5499.5 ms ✓ DataScienceTraits → DataScienceTraitsCoDaExt 15136.7 ms ✓ TableTransforms 14571.8 ms ✓ Imbalance 9 dependencies successfully precompiled in 113 seconds. 174 already precompiled. 133 dependencies precompiled but different versions are currently loaded (Adapt, Adapt → AdaptSparseArraysExt, Adapt → AdaptStaticArraysExt, AliasTables, ArgTools, Atomix, Base64, Calculus, CategoricalArrays, CategoricalArrays → CategoricalArraysRecipesBaseExt, CategoricalArrays → CategoricalArraysStatsBaseExt, CategoricalDistributions, ChainRulesCore, ChainRulesCore → ChainRulesCoreSparseArraysExt, ColorTypes, ColorTypes → StyledStringsExt, Compat, Compat → CompatLinearAlgebraExt, CompilerSupportLibraries_jll, ComputationalResources, Crayons, DataAPI, DataStructures, DataValueInterfaces, Dates, DelimitedFiles, Distributed, Distributions, Distributions → DistributionsChainRulesCoreExt, Distributions → DistributionsTestExt, DocStringExtensions, Downloads, FillArrays, FillArrays → FillArraysPDMatsExt, FillArrays → FillArraysSparseArraysExt, FillArrays → FillArraysStaticArraysExt, FillArrays → FillArraysStatisticsExt, FixedPointNumbers, GPUArraysCore, HypergeometricFunctions, InteractiveUtils, InvertedIndices, IrrationalConstants, IteratorInterfaceExtensions, JLLWrappers, JuliaSyntaxHighlighting, KernelAbstractions, KernelAbstractions → LinearAlgebraExt, KernelAbstractions → SparseArraysExt, LaTeXStrings, LearnAPI, LibCURL, LibCURL_jll, LibGit2, LibGit2_jll, LibSSH2_jll, LogExpFunctions, LogExpFunctions → LogExpFunctionsChainRulesCoreExt, Logging, MLCore, MLJBase, MLJModelInterface, MLUtils, MacroTools, Markdown, Measurements, Measurements → MeasurementsRecipesBaseExt, Measurements → MeasurementsSpecialFunctionsExt, Missings, Mmap, MozillaCACerts_jll, NNlib, NNlib → NNlibSpecialFunctionsExt, NetworkOptions, OpenLibm_jll, OpenSSL_jll, OpenSpecFun_jll, OrderedCollections, PDMats, PDMats → StatsBaseExt, Parameters, Pkg, Pkg → REPLExt, PrecompileTools, Preferences, PrettyTables, Printf, ProgressMeter, PtrArrays, QuadGK, REPL, RecipesBase, Reexport, Rmath, Rmath_jll, ScientificTypes, ScientificTypesBase, ScopedValues, Serialization, ShowCases, SimpleTraits, SortingAlgorithms, SparseArrays, SpecialFunctions, SpecialFunctions → SpecialFunctionsChainRulesCoreExt, StaticArrays, StaticArrays → StaticArraysChainRulesCoreExt, StaticArrays → StaticArraysStatisticsExt, StaticArraysCore, StatisticalMeasuresBase, StatisticalTraits, Statistics, Statistics → SparseArraysExt, StatsAPI, StatsBase, StatsFuns, StatsFuns → StatsFunsChainRulesCoreExt, StringManipulation, StyledStrings, SuiteSparse, SuiteSparse_jll, TOML, TableTraits, Tables, Tar, Test, UUIDs, UnPack, Unicode, UnsafeAtomics, Zlib_jll, nghttp2_jll and p7zip_jll). Restart julia to access the new versions. Otherwise, 39 dependents of these packages may trigger further precompilation to work with the unexpected versions. Precompiling packages... 94120.7 ms ✓ DataFrames 1 dependency successfully precompiled in 95 seconds. 35 already precompiled. 32 dependencies precompiled but different versions are currently loaded (Base64, Compat, Compat → CompatLinearAlgebraExt, Crayons, DataAPI, DataStructures, DataValueInterfaces, Dates, InteractiveUtils, InvertedIndices, IteratorInterfaceExtensions, JuliaSyntaxHighlighting, LaTeXStrings, Markdown, Missings, OrderedCollections, PrecompileTools, Preferences, PrettyTables, Printf, REPL, Reexport, SentinelArrays, SortingAlgorithms, Statistics, StringManipulation, StyledStrings, TOML, TableTraits, Tables, UUIDs and Unicode). Restart julia to access the new versions. Otherwise, 2 dependents of these packages may trigger further precompilation to work with the unexpected versions. Test Summary: | Pass Total Time group_inds and get_majority_minority_inds_counts | 3 3 2.1s Test Summary: | Pass Total Time BalancedBaggingClassifier | 3 3 28.9s Precompiling packages... 10415.3 ms ✓ ForwardDiff 4431.5 ms ✓ DifferentiationInterface → DifferentiationInterfaceForwardDiffExt 2487.0 ms ✓ NLSolversBase 5694.1 ms ✓ LineSearches 7185.2 ms ✓ Optim 10205.6 ms ✓ MLJLinearModels 6 dependencies successfully precompiled in 42 seconds. 75 already precompiled. 52 dependencies precompiled but different versions are currently loaded (Adapt, Adapt → AdaptSparseArraysExt, AliasTables, Base64, Compat, Compat → CompatLinearAlgebraExt, CompilerSupportLibraries_jll, DataAPI, DataStructures, Dates, Distributed, DocStringExtensions, FillArrays, FillArrays → FillArraysSparseArraysExt, FillArrays → FillArraysStatisticsExt, Future, InteractiveUtils, IrrationalConstants, JLLWrappers, JuliaSyntaxHighlighting, LogExpFunctions, MLJModelInterface, MacroTools, Markdown, Missings, OpenLibm_jll, OpenSpecFun_jll, OrderedCollections, Parameters, PrecompileTools, Preferences, Printf, PtrArrays, REPL, RecipesBase, ScientificTypesBase, Serialization, SortingAlgorithms, SparseArrays, SpecialFunctions, StaticArraysCore, StatisticalTraits, Statistics, Statistics → SparseArraysExt, StatsAPI, StatsBase, StyledStrings, SuiteSparse_jll, TOML, UUIDs, UnPack and Unicode). Restart julia to access the new versions. Otherwise, 21 dependents of these packages may trigger further precompilation to work with the unexpected versions. Precompiling packages... 2315.8 ms ✓ ForwardDiff → ForwardDiffStaticArraysExt 3367.1 ms ✓ NNlib → NNlibForwardDiffExt 2 dependencies successfully precompiled in 6 seconds. 49 already precompiled. 47 dependencies precompiled but different versions are currently loaded (Adapt, Adapt → AdaptStaticArraysExt, Atomix, Base64, ChainRulesCore, CommonSubexpressions, Compat, Compat → CompatLinearAlgebraExt, CompilerSupportLibraries_jll, Dates, DiffResults, DiffRules, DocStringExtensions, ForwardDiff, GPUArraysCore, InteractiveUtils, IrrationalConstants, JLLWrappers, JuliaSyntaxHighlighting, KernelAbstractions, KernelAbstractions → LinearAlgebraExt, LogExpFunctions, LogExpFunctions → LogExpFunctionsChainRulesCoreExt, Logging, MacroTools, Markdown, NNlib, NNlib → NNlibSpecialFunctionsExt, NaNMath, OpenLibm_jll, OpenSpecFun_jll, PrecompileTools, Preferences, Printf, ScopedValues, SpecialFunctions, SpecialFunctions → SpecialFunctionsChainRulesCoreExt, StaticArrays, StaticArrays → StaticArraysChainRulesCoreExt, StaticArrays → StaticArraysStatisticsExt, StaticArraysCore, Statistics, StyledStrings, TOML, UUIDs, Unicode and UnsafeAtomics). Restart julia to access the new versions. Otherwise, 3 dependents of these packages may trigger further precompilation to work with the unexpected versions. [ Info: Training machine(LogisticClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(LogisticClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(BalancedBaggingClassifier(model = LogisticClassifier(lambda = 2.220446049250313e-16, …), …), …). [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(BalancedBaggingClassifier(model = LogisticClassifier(lambda = 2.220446049250313e-16, …), …), …). [ Info: The number of ensemble models was not given and was thus, automatically set to 10 which is the ratio of the frequency of the majority class to that of the minority class [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() Test Summary: | Pass Total Time End-to-end Test | 7 7 2m54.1s Test Summary: | Pass Total Time Equivalence of Constructions | 2 2 0.3s [ Info: For silent loading, specify `verbosity=0`. import MLJModels ✔ [ Info: For silent loading, specify `verbosity=0`. import MLJLinearModels ✔ Progress: 67%|███████████████████████████▍ | ETA: 0:00:01 class: 1 [ Info: Training machine(LogisticClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(BalancedModelProbabilistic(model = LogisticClassifier(lambda = 2.220446049250313e-16, …), …), …). [ Info: Training machine(ROSE(s = 1.0, …), …). [ Info: Training machine(SMOTENC(k = 10, …), …). [ Info: Training machine(RandomOversampler(ratios = 1.0, …), …). [ Info: Training machine(:model, …). ┌ Info: Solver: MLJLinearModels.LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(DeterministicConstantClassifier(), …). [ Info: Training machine(BalancedModelDeterministic(balancers = Static[RandomOversampler(ratios = 1.0, …), SMOTENC(k = 10, …), ROSE(s = 1.0, …)], …), …). [ Info: Training machine(ROSE(s = 1.0, …), …). [ Info: Training machine(SMOTENC(k = 10, …), …). [ Info: Training machine(RandomOversampler(ratios = 1.0, …), …). [ Info: Training machine(:model, …). Test Summary: | Pass Total Time BalancedModel | 9 9 1m43.2s Test Summary: | Pass Total Time Equivalence of Constructions | 2 2 0.4s Testing MLJBalancing tests passed Testing completed after 585.8s PkgEval succeeded after 719.53s