Package evaluation of MLJParticleSwarmOptimization on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T18:55:27.776 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.59s ################################################################################ # Installation # Installing MLJParticleSwarmOptimization... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [17a086e9] + MLJParticleSwarmOptimization v0.1.3 Updating `~/.julia/environments/v1.11/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [324d7699] + CategoricalArrays v0.10.8 [af321ab8] + CategoricalDistributions v0.1.15 [3da002f7] + ColorTypes v0.12.1 [34da2185] + Compat v4.16.0 [ed09eef8] + ComputationalResources v0.3.2 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [31c24e10] + Distributions v0.25.118 [ffbed154] + DocStringExtensions v0.9.4 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [34004b35] + HypergeometricFunctions v0.3.28 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [b964fa9f] + LaTeXStrings v1.4.0 [a5e1c1ea] + LatinHypercubeSampling v1.9.0 [2ab3a3ac] + LogExpFunctions v0.3.29 ⌅ [30fc2ffe] + LossFunctions v0.11.2 ⌅ [a7f614a8] + MLJBase v0.21.14 [e80e1ace] + MLJModelInterface v1.11.0 [17a086e9] + MLJParticleSwarmOptimization v0.1.3 ⌅ [03970b2e] + MLJTuning v0.7.4 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.33 [d96e819e] + Parameters v0.12.3 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [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 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.0 [860ef19b] + StableRNGs v1.0.2 [64bff920] + StatisticalTraits v3.4.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.4.0 [892a3eda] + StringManipulation v0.4.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.0 [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 [8ba89e20] + Distributed v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [de0858da] + Printf 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 v1.11.0 [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 v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+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 4.32s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 91.74s ################################################################################ # Testing # Testing MLJParticleSwarmOptimization Status `/tmp/jl_xaKMDK/Project.toml` [ed09eef8] ComputationalResources v0.3.2 [31c24e10] Distributions v0.25.118 [f6006082] EvoTrees v0.17.2 ⌅ [a7f614a8] MLJBase v0.21.14 [17a086e9] MLJParticleSwarmOptimization v0.1.3 ⌅ [03970b2e] MLJTuning v0.7.4 [860ef19b] StableRNGs v1.0.2 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_xaKMDK/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [fbb218c0] BSON v0.3.9 [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [3da002f7] ColorTypes v0.12.1 [34da2185] Compat v4.16.0 [ed09eef8] ComputationalResources v0.3.2 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.118 [ffbed154] DocStringExtensions v0.9.4 [f6006082] EvoTrees v0.17.2 [411431e0] Extents v0.1.5 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [68eda718] GeoFormatTypes v0.4.4 [cf35fbd7] GeoInterface v1.4.1 [5c1252a2] GeometryBasics v0.5.7 [34004b35] HypergeometricFunctions v0.3.28 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [c8e1da08] IterTools v1.10.0 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [b964fa9f] LaTeXStrings v1.4.0 [a5e1c1ea] LatinHypercubeSampling v1.9.0 [2ab3a3ac] LogExpFunctions v0.3.29 ⌅ [30fc2ffe] LossFunctions v0.11.2 ⌅ [a7f614a8] MLJBase v0.21.14 [e80e1ace] MLJModelInterface v1.11.0 [17a086e9] MLJParticleSwarmOptimization v0.1.3 ⌅ [03970b2e] MLJTuning v0.7.4 [e1d29d7a] Missings v1.2.0 [46757867] NetworkLayout v0.4.10 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.33 [d96e819e] Parameters v0.12.3 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [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 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.0 [860ef19b] StableRNGs v1.0.2 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [64bff920] StatisticalTraits v3.4.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [4c63d2b9] StatsFuns v1.4.0 [892a3eda] StringManipulation v0.4.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [3a884ed6] UnPack v1.0.2 [5ae413db] EarCut_jll v2.2.4+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 v1.6.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf 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 v1.11.0 [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 v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling EvoTrees... 12293.6 ms ✓ EvoTrees 1 dependency successfully precompiled in 15 seconds. 86 already precompiled. Test Summary: | Pass Total Time Parameters | 52 52 31.9s Test Summary: | Pass Broken Total Time Update | 9 1 10 29.0s Test Summary: | Pass Total Time Optimize Ackley with ParticleSwarm | 6 6 1m14.1s Test Summary: | Pass Total Time Optimize Ackley with AdaptiveParticleSwarm | 6 6 52.5s Test Summary: | Pass Total Time ParticleSwarm Tuning Parameters | 6 6 0.4s Test Summary: | Pass Total Time EvoTree Tuning with ParticleSwarm and CPU1{Nothing} | 1 1 2m16.3s Test Summary: | Pass Total Time EvoTree Tuning with ParticleSwarm and CPUProcesses{Nothing} | 1 1 3m36.9s Test Summary: | Pass Total Time EvoTree Tuning with ParticleSwarm and CPUThreads{Nothing} | 1 1 30.9s Test Summary: | Pass Total Time AdaptiveParticleSwarm Tuning Hyperparameters | 5 5 0.2s Test Summary: | Pass Total Time Evolutionary Algorithm | 31 31 1.6s Test Summary: | Pass Total Time EvoTree Tuning with AdaptiveParticleSwarm and CPU1{Nothing} | 1 1 30.2s Test Summary: | Pass Total Time EvoTree Tuning with AdaptiveParticleSwarm and CPUProcesses{Nothing} | 1 1 28.5s Test Summary: | Pass Total Time EvoTree Tuning with AdaptiveParticleSwarm and CPUThreads{Nothing} | 1 1 28.1s Adaptive PSO losses (see Issue #14): ┌────────────────────────────────┬────────────┐ │ modes │ losses │ │ AbstractCPU{Nothing} │ Any │ │ Unknown │ Continuous │ ├────────────────────────────────┼────────────┤ │ CPU1{Nothing}(nothing) │ 0.0889897 │ │ CPUProcesses{Nothing}(nothing) │ 0.0889897 │ │ CPUThreads{Nothing}(nothing) │ 0.0889897 │ └────────────────────────────────┴────────────┘ Testing MLJParticleSwarmOptimization tests passed Testing completed after 484.63s PkgEval succeeded after 888.69s