Package evaluation to test SimSearchManifoldLearning on Julia 1.14.0-DEV.2082 (4fdd12e277*) started at 2026-04-26T21:44:49.609 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 15.19s ################################################################################ # Installation # Installing SimSearchManifoldLearning... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [ca7ab67e] + SimSearchManifoldLearning v0.4.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [47edcb42] + ADTypes v1.22.0 [7d9f7c33] + Accessors v0.1.44 [79e6a3ab] + Adapt v4.5.2 [66dad0bd] + AliasTables v1.1.3 [ec485272] + ArnoldiMethod v0.4.0 ⌅ [7d9fca2a] + Arpack v0.5.3 [4fba245c] + ArrayInterface v7.24.0 [62783981] + BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] + CPUSummary v0.2.7 [fb6a15b2] + CloseOpenIntervals v0.1.13 [861a8166] + Combinatorics v1.1.0 [bbf7d656] + CommonSubexpressions v0.3.1 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [adafc99b] + CpuId v0.3.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.16 [b4f34e82] + Distances v0.10.12 [31c24e10] + Distributions v0.25.125 [ffbed154] + DocStringExtensions v0.9.5 [1a297f60] + FillArrays v1.16.0 [6a86dc24] + FiniteDiff v2.30.0 ⌅ [f6369f11] + ForwardDiff v0.10.39 ⌃ [86223c79] + Graphs v1.13.1 [34004b35] + HypergeometricFunctions v0.3.28 [615f187c] + IfElse v0.1.1 [d25df0c9] + Inflate v0.1.5 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.6 [692b3bcd] + JLLWrappers v1.7.1 [10f19ff3] + LayoutPointers v0.1.17 [2ab3a3ac] + LogExpFunctions v0.3.29 ⌅ [2fda8390] + LsqFit v0.12.1 [1914dd2f] + MacroTools v0.5.16 [06eb3307] + ManifoldLearning v0.9.0 [d125e4d3] + ManualMemory v0.1.8 [e1d29d7a] + Missings v1.2.0 ⌅ [6f286f6a] + MultivariateStats v0.9.0 ⌅ [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [87e2bd06] + OptimBase v2.0.2 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [f517fe37] + Polyester v0.7.19 [1d0040c9] + PolyesterWeave v0.2.2 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [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 [94e857df] + SIMDTypes v0.1.0 [431bcebd] + SciMLPublic v1.0.1 [0e966ebe] + SearchModels v0.5.1 [efcf1570] + Setfield v1.1.2 [ca7ab67e] + SimSearchManifoldLearning v0.4.0 [053f045d] + SimilaritySearch v0.14.3 [699a6c99] + SimpleTraits v0.9.5 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.7.2 [aedffcd0] + Static v1.3.1 [0d7ed370] + StaticArrayInterface v1.9.0 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [7792a7ef] + StrideArraysCore v0.5.8 [8290d209] + ThreadingUtilities v0.5.5 ⌅ [68821587] + Arpack_jll v3.5.2+0 [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 v1.13.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [1a1011a3] + SharedArrays v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.4.0+0 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+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` Installation completed after 7.43s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 2.1 s ✓ Arpack 4.2 s ✓ SearchModels 4.3 s ✓ MultivariateStats 9.6 s ✓ SimilaritySearch 5.8 s ✓ ManifoldLearning 8.9 s ✓ SimSearchManifoldLearning 6 dependencies successfully precompiled in 37 seconds. 127 already precompiled. Precompilation completed after 64.88s ################################################################################ # Testing # Testing SimSearchManifoldLearning Status `/tmp/jl_gkTnkB/Project.toml` ⌅ [7d9fca2a] Arpack v0.5.3 [b4f34e82] Distances v0.10.12 ⌅ [2fda8390] LsqFit v0.12.1 [06eb3307] ManifoldLearning v0.9.0 [f517fe37] Polyester v0.7.19 [ca7ab67e] SimSearchManifoldLearning v0.4.0 [053f045d] SimilaritySearch v0.14.3 [82ae8749] StatsAPI v1.8.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.13.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_gkTnkB/Manifest.toml` [47edcb42] ADTypes v1.22.0 [7d9f7c33] Accessors v0.1.44 [79e6a3ab] Adapt v4.5.2 [66dad0bd] AliasTables v1.1.3 [ec485272] ArnoldiMethod v0.4.0 ⌅ [7d9fca2a] Arpack v0.5.3 [4fba245c] ArrayInterface v7.24.0 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] CPUSummary v0.2.7 [fb6a15b2] CloseOpenIntervals v0.1.13 [861a8166] Combinatorics v1.1.0 [bbf7d656] CommonSubexpressions v0.3.1 [f70d9fcc] CommonWorldInvalidations v1.0.0 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [adafc99b] CpuId v0.3.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.7.16 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.125 [ffbed154] DocStringExtensions v0.9.5 [1a297f60] FillArrays v1.16.0 [6a86dc24] FiniteDiff v2.30.0 ⌅ [f6369f11] ForwardDiff v0.10.39 ⌃ [86223c79] Graphs v1.13.1 [34004b35] HypergeometricFunctions v0.3.28 [615f187c] IfElse v0.1.1 [d25df0c9] Inflate v0.1.5 [3587e190] InverseFunctions v0.1.17 [92d709cd] IrrationalConstants v0.2.6 [692b3bcd] JLLWrappers v1.7.1 [10f19ff3] LayoutPointers v0.1.17 [2ab3a3ac] LogExpFunctions v0.3.29 ⌅ [2fda8390] LsqFit v0.12.1 [1914dd2f] MacroTools v0.5.16 [06eb3307] ManifoldLearning v0.9.0 [d125e4d3] ManualMemory v0.1.8 [e1d29d7a] Missings v1.2.0 ⌅ [6f286f6a] MultivariateStats v0.9.0 ⌅ [d41bc354] NLSolversBase v7.10.0 [77ba4419] NaNMath v1.1.3 [87e2bd06] OptimBase v2.0.2 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [f517fe37] Polyester v0.7.19 [1d0040c9] PolyesterWeave v0.2.2 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [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 [94e857df] SIMDTypes v0.1.0 [431bcebd] SciMLPublic v1.0.1 [0e966ebe] SearchModels v0.5.1 [efcf1570] Setfield v1.1.2 [ca7ab67e] SimSearchManifoldLearning v0.4.0 [053f045d] SimilaritySearch v0.14.3 [699a6c99] SimpleTraits v0.9.5 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.7.2 [aedffcd0] Static v1.3.1 [0d7ed370] StaticArrayInterface v1.9.0 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [7792a7ef] StrideArraysCore v0.5.8 [8290d209] ThreadingUtilities v0.5.5 ⌅ [68821587] Arpack_jll v3.5.2+0 [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 v1.13.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [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 v1.0.0 [9e88b42a] Serialization v1.11.0 [1a1011a3] SharedArrays v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v1.4.0+0 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+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... 4.569101 seconds (949.20 k allocations: 56.488 MiB, 99.13% compilation time) LOG add! sp=1 ep=1 n=0 BeamSearch(bsize=4, Δ=1.0, maxvisits=1000000) mem=1GB max-rss=1GB 2026-04-26T21:47:35.101 LOG n.size quantiles:[0.0, 0.0, 0.0, 0.0, 0.0] LOG add! sp=2 ep=2 n=1 BeamSearch(bsize=4, Δ=1.0, maxvisits=1000000) mem=1GB max-rss=1GB 2026-04-26T21:47:38.641 LOG n.size quantiles:[1.0, 1.0, 1.0, 1.0, 1.0] LOG add! sp=293 ep=293 n=292 BeamSearch(bsize=4, Δ=0.7619048, maxvisits=188) mem=1GB max-rss=1GB 2026-04-26T21:47:48.546 LOG n.size quantiles:[3.0, 3.0, 3.0, 3.0, 3.0] 0.480785 seconds (187.80 k allocations: 10.131 MiB, 97.51% compilation time) 3.280292 seconds (523.14 k allocations: 32.472 MiB, 98.90% compilation time) LOG add! sp=1 ep=1 n=0 BeamSearch(bsize=4, Δ=1.0, maxvisits=1000000) mem=1GB max-rss=1GB 2026-04-26T21:48:08.336 LOG n.size quantiles:[0.0, 0.0, 0.0, 0.0, 0.0] LOG add! sp=293 ep=293 n=292 BeamSearch(bsize=2, Δ=0.73426193, maxvisits=170) mem=1GB max-rss=1GB 2026-04-26T21:48:16.304 LOG n.size quantiles:[3.0, 3.0, 3.0, 3.0, 3.0] 0.362785 seconds (187.82 k allocations: 10.137 MiB, 97.45% compilation time) Test Summary: | Pass Total Time SimilaritySearch for ManifoldLearning api | 4 4 1m38.4s Test Summary: | Pass Total Time utils tests | 3 3 4.7s 0.000088 seconds (13 allocations: 784 bytes) 0.000021 seconds (9 allocations: 592 bytes) 0.047428 seconds (3.38 k allocations: 187.805 KiB, 97.91% compilation time) *** computing graph *** layout embedding RandomLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 1.103919084 - embedding init: 4.09e-6 - embedding opt: 0.067026666 0.000775 seconds (123 allocations: 20.211 KiB) *** computing graph *** layout embedding RandomLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.00111821 - embedding init: 4.14e-6 - embedding opt: 0.069677851 0.000647 seconds (123 allocations: 20.211 KiB) *** computing graph *** layout embedding RandomLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.001007761 - embedding init: 4.55e-6 - embedding opt: 0.064911306 0.000711 seconds (123 allocations: 20.211 KiB) *** computing graph *** layout embedding SpectralLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.00104727 - embedding init: 2.506424646 - embedding opt: 0.077902213 0.000858 seconds (123 allocations: 20.211 KiB) *** computing graph *** layout embedding PrecomputedLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.001224829 - embedding init: 4.5e-7 - embedding opt: 0.066444292 0.000657 seconds (123 allocations: 20.211 KiB) *** computing graph *** layout embedding KnnGraphLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.000980721 - embedding init: 3.8619e-5 - embedding opt: 0.065445811 0.000726 seconds (123 allocations: 20.211 KiB) *** computing graph *** layout embedding RandomLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.0010368 - embedding init: 2.55e-6 - embedding opt: 0.061510309 0.000709 seconds (123 allocations: 20.211 KiB) *** computing graph *** layout embedding RandomLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.00104294 - embedding init: 1.152e-5 - embedding opt: 0.046598289 0.000719 seconds (123 allocations: 20.211 KiB) *** computing graph *** layout embedding RandomLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.00103861 - embedding init: 5.42e-6 - embedding opt: 0.070611653 0.000703 seconds (123 allocations: 20.242 KiB) *** computing graph *** layout embedding RandomLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 0.001262218 - embedding init: 8.88e-6 - embedding opt: 0.068260215 (rhos, sigmas) = (Float32[1.0, 2.0, 3.0], Float32[1.9829102, 2.5358887, 2.6249695]) ┌ Info: [2.321931655873457, 2.321930914055594, 2.3219283113392373] │ diffs = │ 3-element Vector{Float64}: │ 3.560986094885976e-6 │ 2.819168231749103e-6 └ 2.164518750902289e-7 (:last => rhos, sigmas) = (:last => Float32[0.0, 1.0, 2.0], Float32[5.421011f-20, 5.421011f-20, 5.421011f-20]) (rows, cols, vals) = (Int32[2, 1, 2], Int32[1, 2, 3], Float32[1.0, 1.0, 1.0]) [ Info: spectral_layout! [ Info: initialize_embedding [ Info: Matrix{Float32} => Matrix{Float32} [ Info: ===== umap predict ===== 0.000096 seconds (52 allocations: 3.750 KiB) *** computing graph *** layout embedding SpectralLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 7.3439e-5 - embedding init: 0.000443116 - embedding opt: 6.6979e-5 0.000086 seconds (52 allocations: 3.750 KiB) *** computing graph *** layout embedding SpectralLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 6.925e-5 - embedding init: 0.000393666 - embedding opt: 6.565e-5 0.000092 seconds (52 allocations: 3.750 KiB) *** computing graph *** layout embedding SpectralLayout *** fit ab / embedding *** opt embedding UMAP construction time cost report: - fuzzy graph: 7.243e-5 - embedding init: 0.000412606 - embedding opt: 7.251e-5 Test Summary: | Pass Total Time umap tests | 44 44 1m55.4s Testing SimSearchManifoldLearning tests passed Testing completed after 244.64s PkgEval succeeded after 345.81s