Package evaluation of Recommenders on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T23:39:47.188 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.22s ################################################################################ # Installation # Installing Recommenders... Resolving package versions... Installed SpecialFunctions ─ v0.8.0 Updating `~/.julia/environments/v1.10/Project.toml` [f1dcbcfb] + Recommenders v0.1.2 Updating `~/.julia/environments/v1.10/Manifest.toml` [a4c015fc] + ANSIColoredPrinters v0.0.1 [621f4979] + AbstractFFTs v1.5.0 [9e28174c] + BinDeps v1.0.2 [b99e7846] + BinaryProvider v0.5.10 ⌅ [336ed68f] + CSV v0.9.11 [324d7699] + CategoricalArrays v0.10.8 [af321ab8] + CategoricalDistributions v0.1.15 [d360d2e6] + ChainRulesCore v1.25.1 [944b1d66] + CodecZlib v0.7.8 [3da002f7] + ColorTypes v0.12.1 ⌅ [34da2185] + Compat v3.47.0 [ed09eef8] + ComputationalResources v0.3.2 [187b0558] + ConstructionBase v1.5.8 [a2441757] + Coverage v1.6.1 [c36e975a] + CoverageTools v1.3.2 [a8cc5b0e] + Crayons v4.1.1 ⌅ [717857b8] + DSP v0.7.10 [9a962f9c] + DataAPI v1.16.0 ⌃ [a93c6f00] + DataFrames v1.3.6 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [b429d917] + DensityInterface v0.4.0 ⌃ [31c24e10] + Distributions v0.25.45 ⌅ [ffbed154] + DocStringExtensions v0.8.6 ⌅ [e30172f5] + Documenter v0.27.25 [7a1cc6ca] + FFTW v1.9.0 [48062228] + FilePathsBase v0.9.24 ⌅ [1a297f60] + FillArrays v0.12.8 [53c48c17] + FixedPointNumbers v0.8.5 [59287772] + Formatting v0.4.3 ⌃ [38e38edf] + GLM v1.8.3 ⌅ [cd3eb016] + HTTP v0.9.17 [b5f81e59] + IOCapture v0.2.5 [83e8ac13] + IniFile v0.5.1 [842dd82b] + InlineStrings v1.4.3 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [c8e1da08] + IterTools v1.10.0 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 ⌅ [b4fcebef] + Lasso v0.6.3 [a5e1c1ea] + LatinHypercubeSampling v1.9.0 ⌅ [7f8f8fb0] + LearnBase v0.4.1 [2ab3a3ac] + LogExpFunctions v0.3.29 ⌅ [30fc2ffe] + LossFunctions v0.7.2 [f0e99cf1] + MLBase v0.9.2 ⌅ [a7f614a8] + MLJBase v0.19.9 [e80e1ace] + MLJModelInterface v1.11.1 ⌅ [03970b2e] + MLJTuning v0.6.16 [1914dd2f] + MacroTools v0.5.16 [739be429] + MbedTLS v1.1.9 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [69de0a69] + Parsers v2.8.3 [f27b6e38] + Polynomials v4.0.19 [2dfb63ee] + PooledArrays v1.4.3 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 ⌅ [08abe8d2] + PrettyTables v1.3.1 [92933f4c] + ProgressMeter v1.10.4 [1fd47b50] + QuadGK v2.11.2 [3cdcf5f2] + RecipesBase v1.3.4 [f1dcbcfb] + Recommenders v0.1.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 ⌅ [79098fc4] + Rmath v0.7.1 [321657f4] + ScientificTypes v3.1.0 [30f210dd] + ScientificTypesBase v3.0.0 [91c51154] + SentinelArrays v1.4.8 [efcf1570] + Setfield v1.1.2 [1277b4bf] + ShiftedArrays v2.0.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v0.8.0 [860ef19b] + StableRNGs v1.0.3 [1e83bf80] + StaticArraysCore v1.4.3 [64bff920] + StatisticalTraits v3.4.0 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 ⌅ [4c63d2b9] + StatsFuns v0.9.18 ⌅ [3eaba693] + StatsModels v0.6.33 [ab02a1b2] + TableOperations v1.2.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [3bb67fe8] + TranscodingStreams v0.11.3 ⌅ [eb66a70c] + TreeParzen v0.2.7 [30578b45] + URIParser v0.4.1 [5c2747f8] + URIs v1.5.2 [3a884ed6] + UnPack v1.0.2 [ea10d353] + WeakRefStrings v1.4.2 ⌅ [a5390f91] + ZipFile v0.9.4 [f5851436] + FFTW_jll v3.3.11+0 [1d5cc7b8] + IntelOpenMP_jll v2025.0.4+0 [856f044c] + MKL_jll v2025.0.1+1 ⌅ [f50d1b31] + Rmath_jll v0.4.3+0 [1317d2d5] + oneTBB_jll v2022.0.0+0 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [9fa8497b] + Future [b77e0a4c] + InteractiveUtils [4af54fe1] + LazyArtifacts [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [a63ad114] + Mmap [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [1a1011a3] + SharedArrays [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 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` Building SpecialFunctions → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/3bdd374b6fd78faf0119b8c5d538788dbf910c6e/build.log` Installation completed after 14.99s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... ┌ Warning: Circular dependency detected. │ Precompilation will be skipped for dependencies in this cycle: │ ┌ FilePathsBase → FilePathsBaseTestExt │ └─ FilePathsBase → FilePathsBaseMmapExt │ Precompilation will also be skipped for the following, which depend on the above cycle: │ CSV │ Recommenders └ @ Pkg.API.Precompilation /opt/julia/share/julia/stdlib/v1.10/Pkg/src/precompilation.jl:583 Precompilation completed after 162.86s ################################################################################ # Testing # Testing Recommenders Status `/tmp/jl_gVv9Qj/Project.toml` ⌅ [336ed68f] CSV v0.9.11 ⌃ [a93c6f00] DataFrames v1.3.6 ⌃ [31c24e10] Distributions v0.25.45 ⌅ [e30172f5] Documenter v0.27.25 ⌅ [cd3eb016] HTTP v0.9.17 ⌅ [b4fcebef] Lasso v0.6.3 [d96e819e] Parameters v0.12.3 [f1dcbcfb] Recommenders v0.1.2 ⌅ [2913bbd2] StatsBase v0.33.21 [ab02a1b2] TableOperations v1.2.0 [bd369af6] Tables v1.12.1 ⌅ [eb66a70c] TreeParzen v0.2.7 ⌅ [a5390f91] ZipFile v0.9.4 [9a3f8284] Random [2f01184e] SparseArrays v1.10.0 [8dfed614] Test Status `/tmp/jl_gVv9Qj/Manifest.toml` [a4c015fc] ANSIColoredPrinters v0.0.1 [621f4979] AbstractFFTs v1.5.0 [9e28174c] BinDeps v1.0.2 [b99e7846] BinaryProvider v0.5.10 ⌅ [336ed68f] CSV v0.9.11 [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [d360d2e6] ChainRulesCore v1.25.1 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 ⌅ [34da2185] Compat v3.47.0 [ed09eef8] ComputationalResources v0.3.2 [187b0558] ConstructionBase v1.5.8 [a2441757] Coverage v1.6.1 [c36e975a] CoverageTools v1.3.2 [a8cc5b0e] Crayons v4.1.1 ⌅ [717857b8] DSP v0.7.10 [9a962f9c] DataAPI v1.16.0 ⌃ [a93c6f00] DataFrames v1.3.6 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [b429d917] DensityInterface v0.4.0 ⌃ [31c24e10] Distributions v0.25.45 ⌅ [ffbed154] DocStringExtensions v0.8.6 ⌅ [e30172f5] Documenter v0.27.25 [7a1cc6ca] FFTW v1.9.0 [48062228] FilePathsBase v0.9.24 ⌅ [1a297f60] FillArrays v0.12.8 [53c48c17] FixedPointNumbers v0.8.5 [59287772] Formatting v0.4.3 ⌃ [38e38edf] GLM v1.8.3 ⌅ [cd3eb016] HTTP v0.9.17 [b5f81e59] IOCapture v0.2.5 [83e8ac13] IniFile v0.5.1 [842dd82b] InlineStrings v1.4.3 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 ⌅ [92d709cd] IrrationalConstants v0.1.1 [c8e1da08] IterTools v1.10.0 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 ⌅ [b4fcebef] Lasso v0.6.3 [a5e1c1ea] LatinHypercubeSampling v1.9.0 ⌅ [7f8f8fb0] LearnBase v0.4.1 [2ab3a3ac] LogExpFunctions v0.3.29 ⌅ [30fc2ffe] LossFunctions v0.7.2 [f0e99cf1] MLBase v0.9.2 ⌅ [a7f614a8] MLJBase v0.19.9 [e80e1ace] MLJModelInterface v1.11.1 ⌅ [03970b2e] MLJTuning v0.6.16 [1914dd2f] MacroTools v0.5.16 [739be429] MbedTLS v1.1.9 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [f27b6e38] Polynomials v4.0.19 [2dfb63ee] PooledArrays v1.4.3 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 ⌅ [08abe8d2] PrettyTables v1.3.1 [92933f4c] ProgressMeter v1.10.4 [1fd47b50] QuadGK v2.11.2 [3cdcf5f2] RecipesBase v1.3.4 [f1dcbcfb] Recommenders v0.1.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 ⌅ [79098fc4] Rmath v0.7.1 [321657f4] ScientificTypes v3.1.0 [30f210dd] ScientificTypesBase v3.0.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [1277b4bf] ShiftedArrays v2.0.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v0.8.0 [860ef19b] StableRNGs v1.0.3 [1e83bf80] StaticArraysCore v1.4.3 [64bff920] StatisticalTraits v3.4.0 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 ⌅ [4c63d2b9] StatsFuns v0.9.18 ⌅ [3eaba693] StatsModels v0.6.33 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3bb67fe8] TranscodingStreams v0.11.3 ⌅ [eb66a70c] TreeParzen v0.2.7 [30578b45] URIParser v0.4.1 [5c2747f8] URIs v1.5.2 [3a884ed6] UnPack v1.0.2 [ea10d353] WeakRefStrings v1.4.2 ⌅ [a5390f91] ZipFile v0.9.4 [f5851436] FFTW_jll v3.3.11+0 [1d5cc7b8] IntelOpenMP_jll v2025.0.4+0 [856f044c] MKL_jll v2025.0.1+1 ⌅ [f50d1b31] Rmath_jll v0.4.3+0 [1317d2d5] oneTBB_jll v2022.0.0+0 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [9fa8497b] Future [b77e0a4c] InteractiveUtils [4af54fe1] LazyArtifacts [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [1a1011a3] SharedArrays [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.4.0+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 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... Extracting ml-100k/allbut.pl Extracting ml-100k/mku.sh Extracting ml-100k/README Extracting ml-100k/u.data Extracting ml-100k/u.genre Extracting ml-100k/u.info Extracting ml-100k/u.item Extracting ml-100k/u.occupation Extracting ml-100k/u.user Extracting ml-100k/u1.base Extracting ml-100k/u1.test Extracting ml-100k/u2.base Extracting ml-100k/u2.test Extracting ml-100k/u3.base Extracting ml-100k/u3.test Extracting ml-100k/u4.base Extracting ml-100k/u4.test Extracting ml-100k/u5.base Extracting ml-100k/u5.test Extracting ml-100k/ua.base Extracting ml-100k/ua.test Extracting ml-100k/ub.base Extracting ml-100k/ub.test Extracting ml-1m/movies.dat Extracting ml-1m/ratings.dat Extracting ml-1m/README Extracting ml-1m/users.dat Test Summary: | Pass Total Time Test dataset/movielens.jl | 16 16 52.7s Test Summary: | Pass Total Time Test dataset/data_split.jl | 4 4 4.9s Test Summary: | Pass Total Time Test dataset/data_utils.jl | 6 6 4.5s Test Summary: | Pass Total Time Test core/item_knn.jl | 10 10 6.7s Test Summary: | Pass Total Time Test core/loss_function.jl | 17 17 0.2s Test Summary: | Pass Total Time Test core/randomwalk_bipartite.jl | 58 58 14.8s Test Summary: | Pass Total Time Test metric.jl | 35 35 6.5s Test Summary: | Pass Total Time Test model/item_knn.jl | 4 4 12.6s [ Info: epoch=1: train_loss=0.6630909161422703 [ Info: epoch=1: val_metric=0.16418288075833995, best_val_metric=0.16418288075833995, best_epoch=1 [ Info: epoch=2: train_loss=0.5762964922273149 [ Info: epoch=2: val_metric=0.1689842707389074, best_val_metric=0.1689842707389074, best_epoch=2 [ Info: epoch=3: train_loss=0.5601587758348833 [ Info: epoch=3: val_metric=0.16632165059751408, best_val_metric=0.1689842707389074, best_epoch=2 Test Summary: | Pass Total Time Test model/implicit_mf.jl | 8 8 11.9s [ Info: epoch=1: train_loss=0.5779646514308155 [ Info: epoch=1: val_metric=0.16744375542607384, best_val_metric=0.16744375542607384, best_epoch=1 [ Info: epoch=2: train_loss=0.4508179942410366 [ Info: epoch=2: val_metric=0.17024924920042223, best_val_metric=0.17024924920042223, best_epoch=2 Test Summary: | Pass Total Time Test model/bpr.jl | 5 5 7.3s Test Summary: | Pass Total Time Test model/slim.jl | 4 4 3m56.7s Test Summary: | Pass Total Time Test model/randomwalk.jl | 5 5 33.0s Testing Recommenders tests passed Testing completed after 473.89s PkgEval succeeded after 672.73s