Package evaluation to test SiCell on Julia 1.14.0-DEV.2802 (918269a29b*) started at 2026-08-28T08:11:12.304 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 15.06s ################################################################################ # Installation # Installing SiCell... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [95f86b30] + SiCell v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [47edcb42] + ADTypes v1.24.0 [621f4979] + AbstractFFTs v1.5.0 [1520ce14] + AbstractTrees v0.4.5 [7d9f7c33] + Accessors v0.1.45 [79e6a3ab] + Adapt v4.7.0 [66dad0bd] + AliasTables v1.1.3 [ec485272] + ArnoldiMethod v0.4.0 [7d9fca2a] + Arpack v0.5.4 [4fba245c] + ArrayInterface v7.30.0 [13072b0f] + AxisAlgorithms v1.1.0 [336ed68f] + CSV v0.10.17 [d360d2e6] + ChainRulesCore v1.26.1 [aaaa29a8] + Clustering v0.15.8 [944b1d66] + CodecZlib v0.7.9 [35d6a980] + ColorSchemes v3.31.0 [3da002f7] + ColorTypes v0.12.1 [c3611d14] + ColorVectorSpace v0.11.0 [5ae59095] + Colors v0.13.1 [861a8166] + Combinatorics v1.1.0 [38540f10] + CommonSolve v0.2.14 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [d38c429a] + Contour v0.6.3 [a8cc5b0e] + Crayons v4.2.0 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.8.2 [864edb3b] + DataStructures v0.19.6 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.16.0 [a0c0ee7d] + DifferentiationInterface v0.7.21 [b4f34e82] + Distances v0.10.12 [31c24e10] + Distributions v0.25.131 [ffbed154] + DocStringExtensions v0.9.5 [c87230d0] + FFMPEG v0.4.5 [b86e33f2] + FFTA v0.3.1 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.17.0 [6a86dc24] + FiniteDiff v2.33.0 ⌅ [53c48c17] + FixedPointNumbers v0.8.6 [1fa38f19] + Format v1.3.7 [f6369f11] + ForwardDiff v1.4.5 [38e38edf] + GLM v1.9.5 [28b8d3ca] + GR v0.73.27 ⌅ [92fee26a] + GZip v0.6.2 [a0844989] + Gamma v1.2.0 [86223c79] + Graphs v1.14.0 [42e2da0e] + Grisu v1.0.2 [f67ccb44] + HDF5 v0.17.3 [34004b35] + HypergeometricFunctions v0.3.30 [09f84164] + HypothesisTests v0.11.8 [d25df0c9] + Inflate v0.1.5 [842dd82b] + InlineStrings v1.4.5 [18e54dd8] + IntegerMathUtils v0.1.4 [a98d9a8b] + Interpolations v0.16.3 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [1019f520] + JLFzf v0.1.11 [692b3bcd] + JLLWrappers v1.8.0 [682c06a0] + JSON v1.7.1 [5ab0869b] + KernelDensity v0.6.12 [0b1a1467] + KrylovKit v0.10.4 [b964fa9f] + LaTeXStrings v1.4.1 [23fbe1c1] + Latexify v0.16.12 [2ab3a3ac] + LogExpFunctions v1.0.1 ⌅ [2fda8390] + LsqFit v0.15.1 [3da0fdf6] + MPIPreferences v0.1.12 [1914dd2f] + MacroTools v0.5.16 [4d4711f2] + MatrixMarket v0.5.2 [442fdcdd] + Measures v0.3.3 [e1d29d7a] + Missings v1.2.0 [46d2c3a1] + MuladdMacro v0.2.7 [f8716d33] + MultipleTesting v0.6.0 [6f286f6a] + MultivariateStats v0.10.5 ⌅ [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.4 ⌅ [dd2c4c9e] + NearestNeighborDescent v0.3.8 [b8a86587] + NearestNeighbors v0.4.29 [510215fc] + Observables v0.5.5 [6fe1bfb0] + OffsetArrays v1.17.0 [bac558e1] + OrderedCollections v2.0.1 [90014a1f] + PDMats v0.11.41 [65ce6f38] + PackageExtensionCompat v1.0.2 ⌅ [69de0a69] + Parsers v2.8.7 [ccf2f8ad] + PlotThemes v3.3.0 [995b91a9] + PlotUtils v1.4.4 [91a5bcdd] + Plots v1.41.7 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.3.4 [21216c6a] + Preferences v1.5.2 [08abe8d2] + PrettyTables v3.4.8 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [c84ed2f1] + Ratios v0.4.5 [3cdcf5f2] + RecipesBase v1.3.4 [01d81517] + RecipesPipeline v0.6.12 [189a3867] + Reexport v1.2.2 [05181044] + RelocatableFolders v1.0.1 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [f2b01f46] + Roots v3.0.7 [6c6a2e73] + Scratch v1.3.0 [91c51154] + SentinelArrays v1.4.10 [efcf1570] + Setfield v1.1.2 [1277b4bf] + ShiftedArrays v2.0.0 [992d4aef] + Showoff v1.0.3 [95f86b30] + SiCell v0.1.1 [699a6c99] + SimpleTraits v0.9.6 [47aef6b3] + SimpleWeightedGraphs v1.5.1 [a2af1166] + SortingAlgorithms v1.2.3 [276daf66] + SpecialFunctions v2.9.0 [860ef19b] + StableRNGs v1.0.4 [90137ffa] + StaticArrays v1.9.19 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.13 [4c63d2b9] + StatsFuns v2.2.1 [3eaba693] + StatsModels v0.7.10 [f3b207a7] + StatsPlots v0.15.8 [892a3eda] + StringManipulation v0.5.0 [ec057cc2] + StructUtils v2.8.5 [ab02a1b2] + TableOperations v1.2.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.14.0 [62fd8b95] + TensorCore v0.1.1 [3bb67fe8] + TranscodingStreams v0.11.3 ⌅ [c4f8c510] + UMAP v0.1.11 [1cfade01] + UnicodeFun v0.4.1 [41fe7b60] + Unzip v0.2.0 [409d34a3] + VectorInterface v0.6.0 [ea10d353] + WeakRefStrings v1.4.3 [cc8bc4a8] + Widgets v0.6.8 [efce3f68] + WoodburyMatrices v1.1.0 [76eceee3] + WorkerUtilities v1.6.1 ⌅ [68821587] + Arpack_jll v3.5.2+0 [6e34b625] + Bzip2_jll v1.0.9+0 [83423d85] + Cairo_jll v1.18.7+0 [ee1fde0b] + Dbus_jll v1.16.2+0 [2702e6a9] + EpollShim_jll v0.0.20230411+1 [2e619515] + Expat_jll v2.8.3+0 ⌅ [b22a6f82] + FFMPEG_jll v8.1.2+0 [a3f928ae] + Fontconfig_jll v2.17.1+0 [d7e528f0] + FreeType2_jll v2.14.3+1 [559328eb] + FriBidi_jll v1.0.17+0 [0656b61e] + GLFW_jll v3.5.1+0 [d2c73de3] + GR_jll v0.73.27+0 ⌅ [b0724c58] + GettextRuntime_jll v0.22.4+0 [61579ee1] + Ghostscript_jll v9.55.1+0 [7746bdde] + Glib_jll v2.88.3+0 [3b182d85] + Graphite2_jll v1.3.16+0 ⌅ [0234f1f7] + HDF5_jll v2.1.2+0 ⌅ [2e76f6c2] + HarfBuzz_jll v8.5.1+0 [e33a78d0] + Hwloc_jll v2.14.0+0 [aacddb02] + JpegTurbo_jll v3.2.0+1 [c1c5ebd0] + LAME_jll v3.100.3+0 [88015f11] + LERC_jll v4.1.0+0 [1d63c593] + LLVMOpenMP_jll v22.1.7+0 ⌅ [e9f186c6] + Libffi_jll v3.4.7+0 [7e76a0d4] + Libglvnd_jll v1.7.1+1 [94ce4f54] + Libiconv_jll v1.18.0+0 [4b2f31a3] + Libmount_jll v2.42.0+0 [89763e89] + Libtiff_jll v4.7.3+0 [38a345b3] + Libuuid_jll v2.42.0+0 ⌅ [b5ada748] + MPIABI_jll v0.1.5+0 [7cb0a576] + MPICH_jll v5.0.1+0 [f1f71cc9] + MPItrampoline_jll v5.5.6+0 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [e7412a2a] + Ogg_jll v1.3.6+0 [fe0851c0] + OpenMPI_jll v5.0.11+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [91d4177d] + Opus_jll v1.6.1+0 [36c8627f] + Pango_jll v1.58.0+0 [30392449] + Pixman_jll v0.46.4+0 [c0090381] + Qt6Base_jll v6.10.2+2 [629bc702] + Qt6Declarative_jll v6.10.2+2 [ce943373] + Qt6ShaderTools_jll v6.10.2+1 [6de9746b] + Qt6Svg_jll v6.10.2+0 [e99dba38] + Qt6Wayland_jll v6.10.2+1 [f50d1b31] + Rmath_jll v0.5.2+0 [a44049a8] + Vulkan_Loader_jll v1.3.243+0 [a2964d1f] + Wayland_jll v1.24.0+0 ⌅ [02c8fc9c] + XML2_jll v2.13.9+0 [ffd25f8a] + XZ_jll v5.8.3+0 [f67eecfb] + Xorg_libICE_jll v1.1.2+0 [c834827a] + Xorg_libSM_jll v1.2.6+0 [4f6342f7] + Xorg_libX11_jll v1.8.13+0 [0c0b7dd1] + Xorg_libXau_jll v1.0.13+0 [935fb764] + Xorg_libXcursor_jll v1.2.4+0 [a3789734] + Xorg_libXdmcp_jll v1.1.6+0 [1082639a] + Xorg_libXext_jll v1.3.8+0 [d091e8ba] + Xorg_libXfixes_jll v6.0.2+0 [a51aa0fd] + Xorg_libXi_jll v1.8.4+0 [d1454406] + Xorg_libXinerama_jll v1.1.7+0 [ec84b674] + Xorg_libXrandr_jll v1.5.6+0 [ea2f1a96] + Xorg_libXrender_jll v0.9.12+0 [a65dc6b1] + Xorg_libpciaccess_jll v0.19.0+0 [c7cfdc94] + Xorg_libxcb_jll v1.17.1+0 [cc61e674] + Xorg_libxkbfile_jll v1.2.0+0 [e920d4aa] + Xorg_xcb_util_cursor_jll v0.1.6+0 [12413925] + Xorg_xcb_util_image_jll v0.4.1+0 [2def613f] + Xorg_xcb_util_jll v0.4.1+0 [975044d2] + Xorg_xcb_util_keysyms_jll v0.4.1+0 [0d47668e] + Xorg_xcb_util_renderutil_jll v0.3.10+0 [c22f9ab0] + Xorg_xcb_util_wm_jll v0.4.2+0 [35661453] + Xorg_xkbcomp_jll v1.4.7+0 [33bec58e] + Xorg_xkeyboard_config_jll v2.47.0+2 [c5fb5394] + Xorg_xtrans_jll v1.6.0+0 ⌅ [2b3700d1] + aws_c_auth_jll v0.9.6+0 ⌃ [70f11efc] + aws_c_cal_jll v0.9.13+0 ⌅ [73048d1d] + aws_c_common_jll v0.12.6+0 ⌃ [73a04cd5] + aws_c_compression_jll v0.3.2+0 [3254fc65] + aws_c_http_jll v0.10.15+0 [13c41daa] + aws_c_io_jll v0.26.3+0 ⌅ [bd1f34fb] + aws_c_s3_jll v0.11.5+0 [1282aa60] + aws_c_sdkutils_jll v0.2.4+1 ⌃ [b2a88e68] + aws_checksums_jll v0.2.10+0 [c4b69c83] + dlfcn_win32_jll v1.4.2+0 [35ca27e7] + eudev_jll v3.2.14+0 ⌅ [214eeab7] + fzf_jll v0.61.1+0 [477f73a3] + libaec_jll v1.1.7+0 [a4ae2306] + libaom_jll v3.14.1+0 [0ac62f75] + libass_jll v0.17.4+0 [1183f4f0] + libdecor_jll v0.2.2+0 [8e53e030] + libdrm_jll v2.4.134+0 [2db6ffa8] + libevdev_jll v1.13.4+0 [f638f0a6] + libfdk_aac_jll v2.0.4+0 [36db933b] + libinput_jll v1.28.1+0 [b53b4c65] + libpng_jll v1.6.58+0 [9a156e7d] + libva_jll v2.23.0+0 [f27f6e37] + libvorbis_jll v1.3.8+0 ⌅ [9aeb927a] + mpif_jll v0.1.7+0 [009596ad] + mtdev_jll v1.1.7+0 [cddc5d3d] + s2n_tls_jll v1.7.3+0 ⌅ [1270edf5] + x264_jll v10164.0.1+0 [dfaa095f] + x265_jll v4.1.0+0 [d8fb68d0] + xkbcommon_jll v1.13.0+0 [0dad84c5] + ArgTools v1.2.0 [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 v1.13.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.14.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.13.0 [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 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.5.7+0 [deac9b47] + LibCURL_jll v8.21.0+0 [e37daf67] + LibGit2_jll v1.9.6+0 [29816b5a] + LibSSH2_jll v1.11.103+0 [14a3606d] + MozillaCACerts_jll v2026.7.16 [4536629a] + OpenBLAS_jll v0.3.34+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.7+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.69.0+0 [3f19e933] + p7zip_jll v17.8.0+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 11.89s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 32.9 s ✓ SiCell 1 dependency successfully precompiled in 39 seconds. 346 already precompiled. Precompilation completed after 74.62s ################################################################################ # Testing # Testing SiCell Status `/tmp/jl_aVLv4T/Project.toml` [7d9fca2a] Arpack v0.5.4 [336ed68f] CSV v0.10.17 [aaaa29a8] Clustering v0.15.8 [a93c6f00] DataFrames v1.8.2 [31c24e10] Distributions v0.25.131 [38e38edf] GLM v1.9.5 ⌅ [92fee26a] GZip v0.6.2 [86223c79] Graphs v1.14.0 [f67ccb44] HDF5 v0.17.3 [09f84164] HypothesisTests v0.11.8 [0b1a1467] KrylovKit v0.10.4 [4d4711f2] MatrixMarket v0.5.2 [f8716d33] MultipleTesting v0.6.0 [6f286f6a] MultivariateStats v0.10.5 [b8a86587] NearestNeighbors v0.4.29 [91a5bcdd] Plots v1.41.7 [95f86b30] SiCell v0.1.1 [47aef6b3] SimpleWeightedGraphs v1.5.1 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.13 [f3b207a7] StatsPlots v0.15.8 ⌅ [c4f8c510] UMAP v0.1.11 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.14.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.13.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_aVLv4T/Manifest.toml` [47edcb42] ADTypes v1.24.0 [621f4979] AbstractFFTs v1.5.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.45 [79e6a3ab] Adapt v4.7.0 [66dad0bd] AliasTables v1.1.3 [ec485272] ArnoldiMethod v0.4.0 [7d9fca2a] Arpack v0.5.4 [4fba245c] ArrayInterface v7.30.0 [13072b0f] AxisAlgorithms v1.1.0 [336ed68f] CSV v0.10.17 [d360d2e6] ChainRulesCore v1.26.1 [aaaa29a8] Clustering v0.15.8 [944b1d66] CodecZlib v0.7.9 [35d6a980] ColorSchemes v3.31.0 [3da002f7] ColorTypes v0.12.1 [c3611d14] ColorVectorSpace v0.11.0 [5ae59095] Colors v0.13.1 [861a8166] Combinatorics v1.1.0 [38540f10] CommonSolve v0.2.14 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [d38c429a] Contour v0.6.3 [a8cc5b0e] Crayons v4.2.0 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.2 [864edb3b] DataStructures v0.19.6 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.16.0 [a0c0ee7d] DifferentiationInterface v0.7.21 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.131 [ffbed154] DocStringExtensions v0.9.5 [c87230d0] FFMPEG v0.4.5 [b86e33f2] FFTA v0.3.1 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.17.0 [6a86dc24] FiniteDiff v2.33.0 ⌅ [53c48c17] FixedPointNumbers v0.8.6 [1fa38f19] Format v1.3.7 [f6369f11] ForwardDiff v1.4.5 [38e38edf] GLM v1.9.5 [28b8d3ca] GR v0.73.27 ⌅ [92fee26a] GZip v0.6.2 [a0844989] Gamma v1.2.0 [86223c79] Graphs v1.14.0 [42e2da0e] Grisu v1.0.2 [f67ccb44] HDF5 v0.17.3 [34004b35] HypergeometricFunctions v0.3.30 [09f84164] HypothesisTests v0.11.8 [d25df0c9] Inflate v0.1.5 [842dd82b] InlineStrings v1.4.5 [18e54dd8] IntegerMathUtils v0.1.4 [a98d9a8b] Interpolations v0.16.3 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 [1019f520] JLFzf v0.1.11 [692b3bcd] JLLWrappers v1.8.0 [682c06a0] JSON v1.7.1 [5ab0869b] KernelDensity v0.6.12 [0b1a1467] KrylovKit v0.10.4 [b964fa9f] LaTeXStrings v1.4.1 [23fbe1c1] Latexify v0.16.12 [2ab3a3ac] LogExpFunctions v1.0.1 ⌅ [2fda8390] LsqFit v0.15.1 [3da0fdf6] MPIPreferences v0.1.12 [1914dd2f] MacroTools v0.5.16 [4d4711f2] MatrixMarket v0.5.2 [442fdcdd] Measures v0.3.3 [e1d29d7a] Missings v1.2.0 [46d2c3a1] MuladdMacro v0.2.7 [f8716d33] MultipleTesting v0.6.0 [6f286f6a] MultivariateStats v0.10.5 ⌅ [d41bc354] NLSolversBase v7.10.0 [77ba4419] NaNMath v1.1.4 ⌅ [dd2c4c9e] NearestNeighborDescent v0.3.8 [b8a86587] NearestNeighbors v0.4.29 [510215fc] Observables v0.5.5 [6fe1bfb0] OffsetArrays v1.17.0 [bac558e1] OrderedCollections v2.0.1 [90014a1f] PDMats v0.11.41 [65ce6f38] PackageExtensionCompat v1.0.2 ⌅ [69de0a69] Parsers v2.8.7 [ccf2f8ad] PlotThemes v3.3.0 [995b91a9] PlotUtils v1.4.4 [91a5bcdd] Plots v1.41.7 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.3.4 [21216c6a] Preferences v1.5.2 [08abe8d2] 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Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Successfully subsetted to 3 cells. QC Metrics calculated: avg 30.0 genes/cell. Filtering complete: Kept 50 / 50 cells (100.0%). Normalizing data (scale_factor=10000.0)... Normalization complete. Finding variable features... Found 20 highly variable genes. Running PCA on normalized (sparse) data... PCA complete. Stored 5 dimensions in 'pca'. Scaling complete for 20 features. Running PCA on scaled (dense) data... PCA complete. Stored 5 dimensions in 'pca_dense'. Normalizing data (scale_factor=10000.0)... Normalization complete. Finding variable features... Found 50 highly variable genes. Running PCA on normalized (sparse) data... PCA complete. Stored 10 dimensions in 'pca'. Building KNN graph (k=5, dims=10)... KNN graph built for 100 cells with 350 edges. Running K-Means clustering (k=3)... Clustering complete. Found 3 clusters. Running graph clustering (method=louvain)... Clustering complete. Found 8 clusters. Running graph clustering (method=label_propagation)... Clustering complete. Found 2 clusters. Running UMAP (n_dims=2, k=15, epochs=10)... ┌ Warning: `pairwise!(r::AbstractMatrix, dist::PreMetric, a::AbstractMatrix; dims::Union{Nothing, Integer} = nothing)` is deprecated, use `pairwise!(dist, r, a; dims = dims)` instead. │ caller = knn_search(X::LinearAlgebra.Transpose{Float64, SubArray{Float64, 2, Matrix{Float64}, Tuple{Base.Slice{Base.OneTo{Int64}}, UnitRange{Int64}}, true}}, k::Int64, metric::Distances.Euclidean, ::Val{:pairwise}) at utils.jl:63 [inlined] └ @ UMAP ~/.julia/packages/UMAP/KjtQ5/src/utils.jl:63 UMAP complete. Stored in obj.reductions["umap"]. Merging datasets... Found 100 common genes. Merge complete. Total cells: 100 Normalizing data (scale_factor=10000.0)... Normalization complete. Finding variable features... Found 50 highly variable genes. Running PCA on normalized (sparse) data... PCA complete. Stored 10 dimensions in 'pca'. Running Harmony Integration (k=10, iter=2)... Harmony complete. Corrected embedding stored in reductions["harmony"]. Running BBKNN graph construction... BBKNN complete. Graph stored in obj.graphs["neighbors"]. 🔍 Mixing Score: 0.5606 (Target ≈ 0.5) Normalizing data (scale_factor=10000.0)... Normalization complete. Finding variable features... Found 50 highly variable genes. Running PCA on normalized (sparse) data... PCA complete. Stored 10 dimensions in 'pca'. Building KNN graph (k=10, dims=10)... KNN graph built for 50 cells with 339 edges. Constructing Diffusion Map from 50 cells... Using existing neighbor graph... Diffusion Map complete. Components: 5 Computing DC1-based continuous pseudotime... Root cell 1 pseudotime: 0.2524 Unique values: 50 (continuous = good) Range: 0.0 – 1.0 Pseudotime stored in meta_data['dpt'] (method=dc1). Normalizing data (scale_factor=10000.0)... Normalization complete. Calculating statistics for 100 genes across 3 clusters using 1 threads... Adjusting p-values using Benjamini-Hochberg... Normalizing data (scale_factor=10000.0)... Normalization complete. Calculating statistics for 100 genes across 3 clusters using 1 threads... Adjusting p-values using Benjamini-Hochberg... CellMarker 2.0 loaded: 8 entries, 2 cell types, 1 species. Calculating annotation scores for 0 clusters using 1 threads... Annotation complete. Labels stored in 'cell_type'. Normalizing data (scale_factor=10000.0)... Normalization complete. Finding variable features... Found 50 highly variable genes. Running PCA on normalized (sparse) data... PCA complete. Stored 10 dimensions in 'pca'. Running UMAP (n_dims=2, k=15, epochs=5)... UMAP complete. Stored in obj.reductions["umap"]. Building KNN graph (k=15, dims=10)... KNN graph built for 50 cells with 501 edges. Cluster sizes: Cluster 1 => 17 cells Cluster 2 => 17 cells Cluster 3 => 16 cells Connectivity matrix: 3×3 Matrix{Float64}: 0.0 1.0 0.867 1.0 0.0 0.892 0.867 0.892 0.0 Test Summary: | Pass Total Time SiCell.jl Comprehensive Suite | 29 29 4m59.6s Testing SiCell tests passed Testing completed after 350.01s PkgEval succeeded after 485.37s