Back to Multiple platform build/check report for BioC 3.21: simplified long |
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This page was generated on 2025-02-06 11:43 -0500 (Thu, 06 Feb 2025).
Hostname | OS | Arch (*) | R version | Installed pkgs |
---|---|---|---|---|
nebbiolo1 | Linux (Ubuntu 24.04.1 LTS) | x86_64 | R Under development (unstable) (2025-01-20 r87609) -- "Unsuffered Consequences" | 4719 |
palomino7 | Windows Server 2022 Datacenter | x64 | R Under development (unstable) (2025-01-21 r87610 ucrt) -- "Unsuffered Consequences" | 4480 |
lconway | macOS 12.7.1 Monterey | x86_64 | R Under development (unstable) (2025-01-22 r87618) -- "Unsuffered Consequences" | 4491 |
kjohnson3 | macOS 13.7.1 Ventura | arm64 | R Under development (unstable) (2025-01-20 r87609) -- "Unsuffered Consequences" | 4444 |
Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X |
Package 519/2295 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
decontX 1.5.0 (landing page) Yuan Yin
| nebbiolo1 | Linux (Ubuntu 24.04.1 LTS) / x86_64 | OK | OK | OK | ![]() | ||||||||
palomino7 | Windows Server 2022 Datacenter / x64 | OK | OK | OK | OK | ![]() | ||||||||
lconway | macOS 12.7.1 Monterey / x86_64 | OK | OK | OK | OK | ![]() | ||||||||
kjohnson3 | macOS 13.7.1 Ventura / arm64 | OK | OK | WARNINGS | OK | ![]() | ||||||||
To the developers/maintainers of the decontX package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/decontX.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
Package: decontX |
Version: 1.5.0 |
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:decontX.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings decontX_1.5.0.tar.gz |
StartedAt: 2025-02-05 18:57:17 -0500 (Wed, 05 Feb 2025) |
EndedAt: 2025-02-05 18:59:42 -0500 (Wed, 05 Feb 2025) |
EllapsedTime: 144.6 seconds |
RetCode: 0 |
Status: WARNINGS |
CheckDir: decontX.Rcheck |
Warnings: 1 |
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:decontX.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings decontX_1.5.0.tar.gz ### ############################################################################## ############################################################################## * using log directory ‘/Users/biocbuild/bbs-3.21-bioc/meat/decontX.Rcheck’ * using R Under development (unstable) (2025-01-20 r87609) * using platform: aarch64-apple-darwin20 * R was compiled by Apple clang version 14.0.0 (clang-1400.0.29.202) GNU Fortran (GCC) 14.2.0 * running under: macOS Ventura 13.7.1 * using session charset: UTF-8 * using option ‘--no-vignettes’ * checking for file ‘decontX/DESCRIPTION’ ... OK * this is package ‘decontX’ version ‘1.5.0’ * package encoding: UTF-8 * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for hidden files and directories ... OK * checking for portable file names ... OK * checking for sufficient/correct file permissions ... OK * checking whether package ‘decontX’ can be installed ... WARNING Found the following significant warnings: matrixSums.c:108:7: warning: use of bitwise '|' with boolean operands [-Wbitwise-instead-of-logical] matrixSums.c:158:7: warning: use of bitwise '|' with boolean operands [-Wbitwise-instead-of-logical] matrixSums.c:293:7: warning: use of bitwise '|' with boolean operands [-Wbitwise-instead-of-logical] matrixSums.c:343:7: warning: use of bitwise '|' with boolean operands [-Wbitwise-instead-of-logical] See ‘/Users/biocbuild/bbs-3.21-bioc/meat/decontX.Rcheck/00install.out’ for details. * used C compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’ * used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’ * used SDK: ‘MacOSX11.3.sdk’ * checking C++ specification ... OK * checking installed package size ... OK * checking package directory ... OK * checking ‘build’ directory ... OK * checking DESCRIPTION meta-information ... NOTE License stub is invalid DCF. * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking code files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... OK * checking whether the package can be loaded with stated dependencies ... OK * checking whether the package can be unloaded cleanly ... OK * checking whether the namespace can be loaded with stated dependencies ... OK * checking whether the namespace can be unloaded cleanly ... OK * checking dependencies in R code ... OK * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... OK * checking Rd files ... OK * checking Rd metadata ... OK * checking Rd cross-references ... NOTE Found the following Rd file(s) with Rd \link{} targets missing package anchors: decontX.Rd: SingleCellExperiment-class, Matrix decontXcounts.Rd: SingleCellExperiment-class, assay, assay<- plotDecontXContamination.Rd: SingleCellExperiment-class plotDecontXMarkerExpression.Rd: SingleCellExperiment-class plotDecontXMarkerPercentage.Rd: SingleCellExperiment-class retrieveFeatureIndex.Rd: SummarizedExperiment-class, SingleCellExperiment-class Please provide package anchors for all Rd \link{} targets not in the package itself and the base packages. * checking for missing documentation entries ... OK * checking for code/documentation mismatches ... OK * checking Rd \usage sections ... OK * checking Rd contents ... OK * checking for unstated dependencies in examples ... OK * checking line endings in shell scripts ... OK * checking line endings in C/C++/Fortran sources/headers ... OK * checking line endings in Makefiles ... OK * checking compilation flags in Makevars ... OK * checking for GNU extensions in Makefiles ... INFO GNU make is a SystemRequirements. * checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK * checking use of PKG_*FLAGS in Makefiles ... OK * checking compiled code ... NOTE Note: information on .o files is not available * checking files in ‘vignettes’ ... OK * checking examples ... OK * checking for unstated dependencies in ‘tests’ ... OK * checking tests ... Running ‘testthat.R’ OK * checking for unstated dependencies in vignettes ... OK * checking package vignettes ... OK * checking running R code from vignettes ... SKIPPED * checking re-building of vignette outputs ... SKIPPED * checking PDF version of manual ... OK * DONE Status: 1 WARNING, 3 NOTEs See ‘/Users/biocbuild/bbs-3.21-bioc/meat/decontX.Rcheck/00check.log’ for details.
decontX.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL decontX ### ############################################################################## ############################################################################## * installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library’ * installing *source* package ‘decontX’ ... ** this is package ‘decontX’ version ‘1.5.0’ ** using staged installation ** libs using C compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’ using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’ using C++17 using SDK: ‘MacOSX11.3.sdk’ clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I"../inst/include" -I"/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/src" -DBOOST_DISABLE_ASSERTS -DEIGEN_NO_DEBUG -DBOOST_MATH_OVERFLOW_ERROR_POLICY=errno_on_error -DUSE_STANC3 -D_HAS_AUTO_PTR_ETC=0 -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include' -I/opt/R/arm64/include -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -D_REENTRANT -DSTAN_THREADS -fPIC -falign-functions=64 -Wall -g -O2 -DR_NO_REMAP -c DecontX.cpp -o DecontX.o In file included from DecontX.cpp:1: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/Sparse:26: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/SparseCore:61: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseCore/TriangularSolver.h:273:13: warning: variable 'count' set but not used [-Wunused-but-set-variable] Index count = 0; ^ In file included from DecontX.cpp:1: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/Sparse:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/SparseLU:35: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseLU/SparseLU_heap_relax_snode.h:78:9: warning: variable 'nsuper_et_post' set but not used [-Wunused-but-set-variable] Index nsuper_et_post = 0; // Number of relaxed snodes in postordered etree ^ /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseLU/SparseLU_heap_relax_snode.h:79:9: warning: variable 'nsuper_et' set but not used [-Wunused-but-set-variable] Index nsuper_et = 0; // Number of relaxed snodes in the original etree ^ In file included from DecontX.cpp:1: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:31: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/IterativeSolvers:46: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/src/IterativeSolvers/IDRS.h:72:10: warning: variable 'replacements' set but not used [-Wunused-but-set-variable] Index replacements = 0; ^ In file included from DecontX.cpp:1: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:37: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/SparseExtra:45: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/src/SparseExtra/MarketIO.h:246:7: warning: variable 'count' set but not used [-Wunused-but-set-variable] int count = 0; ^ DecontX.cpp:321:10: warning: variable 'x' set but not used [-Wunused-but-set-variable] double x; ^ 6 warnings generated. clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I"../inst/include" -I"/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/src" -DBOOST_DISABLE_ASSERTS -DEIGEN_NO_DEBUG -DBOOST_MATH_OVERFLOW_ERROR_POLICY=errno_on_error -DUSE_STANC3 -D_HAS_AUTO_PTR_ETC=0 -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include' -I/opt/R/arm64/include -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -D_REENTRANT -DSTAN_THREADS -fPIC -falign-functions=64 -Wall -g -O2 -DR_NO_REMAP -c RcppExports.cpp -o RcppExports.o In file included from RcppExports.cpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/Sparse:26: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/SparseCore:61: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseCore/TriangularSolver.h:273:13: warning: variable 'count' set but not used [-Wunused-but-set-variable] Index count = 0; ^ In file included from RcppExports.cpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/Sparse:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/SparseLU:35: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseLU/SparseLU_heap_relax_snode.h:78:9: warning: variable 'nsuper_et_post' set but not used [-Wunused-but-set-variable] Index nsuper_et_post = 0; // Number of relaxed snodes in postordered etree ^ /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseLU/SparseLU_heap_relax_snode.h:79:9: warning: variable 'nsuper_et' set but not used [-Wunused-but-set-variable] Index nsuper_et = 0; // Number of relaxed snodes in the original etree ^ In file included from RcppExports.cpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:31: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/IterativeSolvers:46: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/src/IterativeSolvers/IDRS.h:72:10: warning: variable 'replacements' set but not used [-Wunused-but-set-variable] Index replacements = 0; ^ In file included from RcppExports.cpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:37: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/SparseExtra:45: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/src/SparseExtra/MarketIO.h:246:7: warning: variable 'count' set but not used [-Wunused-but-set-variable] int count = 0; ^ 5 warnings generated. clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I"../inst/include" -I"/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/src" -DBOOST_DISABLE_ASSERTS -DEIGEN_NO_DEBUG -DBOOST_MATH_OVERFLOW_ERROR_POLICY=errno_on_error -DUSE_STANC3 -D_HAS_AUTO_PTR_ETC=0 -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include' -I/opt/R/arm64/include -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -D_REENTRANT -DSTAN_THREADS -fPIC -falign-functions=64 -Wall -g -O2 -DR_NO_REMAP -c matrixNorm.cpp -o matrixNorm.o clang -arch arm64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I"../inst/include" -I"/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/src" -DBOOST_DISABLE_ASSERTS -DEIGEN_NO_DEBUG -DBOOST_MATH_OVERFLOW_ERROR_POLICY=errno_on_error -DUSE_STANC3 -D_HAS_AUTO_PTR_ETC=0 -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c matrixSums.c -o matrixSums.o matrixSums.c:108:7: warning: use of bitwise '|' with boolean operands [-Wbitwise-instead-of-logical] if (!isFactor(R_group) | !isFactor(R_pgroup)) { ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ || matrixSums.c:108:7: note: cast one or both operands to int to silence this warning matrixSums.c:158:7: warning: use of bitwise '|' with boolean operands [-Wbitwise-instead-of-logical] if (!isFactor(R_group) | !isFactor(R_pgroup)) { ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ || matrixSums.c:158:7: note: cast one or both operands to int to silence this warning matrixSums.c:293:7: warning: use of bitwise '|' with boolean operands [-Wbitwise-instead-of-logical] if (!isFactor(R_group) | !isFactor(R_pgroup)) { ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ || matrixSums.c:293:7: note: cast one or both operands to int to silence this warning matrixSums.c:343:7: warning: use of bitwise '|' with boolean operands [-Wbitwise-instead-of-logical] if (!isFactor(R_group) | !isFactor(R_pgroup)) { ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ || matrixSums.c:343:7: note: cast one or both operands to int to silence this warning 4 warnings generated. clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I"../inst/include" -I"/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/src" -DBOOST_DISABLE_ASSERTS -DEIGEN_NO_DEBUG -DBOOST_MATH_OVERFLOW_ERROR_POLICY=errno_on_error -DUSE_STANC3 -D_HAS_AUTO_PTR_ETC=0 -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include' -I/opt/R/arm64/include -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -D_REENTRANT -DSTAN_THREADS -fPIC -falign-functions=64 -Wall -g -O2 -DR_NO_REMAP -c matrixSumsSparse.cpp -o matrixSumsSparse.o In file included from matrixSumsSparse.cpp:1: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/Sparse:26: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/SparseCore:61: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseCore/TriangularSolver.h:273:13: warning: variable 'count' set but not used [-Wunused-but-set-variable] Index count = 0; ^ In file included from matrixSumsSparse.cpp:1: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/Sparse:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/SparseLU:35: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseLU/SparseLU_heap_relax_snode.h:78:9: warning: variable 'nsuper_et_post' set but not used [-Wunused-but-set-variable] Index nsuper_et_post = 0; // Number of relaxed snodes in postordered etree ^ /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseLU/SparseLU_heap_relax_snode.h:79:9: warning: variable 'nsuper_et' set but not used [-Wunused-but-set-variable] Index nsuper_et = 0; // Number of relaxed snodes in the original etree ^ In file included from matrixSumsSparse.cpp:1: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:31: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/IterativeSolvers:46: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/src/IterativeSolvers/IDRS.h:72:10: warning: variable 'replacements' set but not used [-Wunused-but-set-variable] Index replacements = 0; ^ In file included from matrixSumsSparse.cpp:1: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:37: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/SparseExtra:45: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/src/SparseExtra/MarketIO.h:246:7: warning: variable 'count' set but not used [-Wunused-but-set-variable] int count = 0; ^ 5 warnings generated. clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I"../inst/include" -I"/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/src" -DBOOST_DISABLE_ASSERTS -DEIGEN_NO_DEBUG -DBOOST_MATH_OVERFLOW_ERROR_POLICY=errno_on_error -DUSE_STANC3 -D_HAS_AUTO_PTR_ETC=0 -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include' -I/opt/R/arm64/include -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/include' -D_REENTRANT -DSTAN_THREADS -fPIC -falign-functions=64 -Wall -g -O2 -DR_NO_REMAP -c stanExports_shrinkage.cc -o stanExports_shrinkage.o In file included from stanExports_shrinkage.cc:5: In file included from ./stanExports_shrinkage.h:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/rstaninc.hpp:3: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/stan/math/prim/fun/Eigen.hpp:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/Sparse:26: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/SparseCore:61: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseCore/TriangularSolver.h:273:13: warning: variable 'count' set but not used [-Wunused-but-set-variable] Index count = 0; ^ In file included from stanExports_shrinkage.cc:5: In file included from ./stanExports_shrinkage.h:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/rstaninc.hpp:3: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/stan/math/prim/fun/Eigen.hpp:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/Sparse:29: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/SparseLU:35: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseLU/SparseLU_heap_relax_snode.h:78:9: warning: variable 'nsuper_et_post' set but not used [-Wunused-but-set-variable] Index nsuper_et_post = 0; // Number of relaxed snodes in postordered etree ^ /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/Eigen/src/SparseLU/SparseLU_heap_relax_snode.h:79:9: warning: variable 'nsuper_et' set but not used [-Wunused-but-set-variable] Index nsuper_et = 0; // Number of relaxed snodes in the original etree ^ In file included from stanExports_shrinkage.cc:5: In file included from ./stanExports_shrinkage.h:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/rstaninc.hpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/stan_fit.hpp:21: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/io/r_ostream.hpp:47:31: warning: 'rstan::io::r_cout_streambuf::xsputn' hides overloaded virtual function [-Woverloaded-virtual] virtual std::streamsize xsputn(const char_type* s, int n) { ^ /Library/Developer/CommandLineTools/SDKs/MacOSX11.sdk/usr/include/c++/v1/streambuf:291:24: note: hidden overloaded virtual function 'std::basic_streambuf<char>::xsputn' declared here: type mismatch at 2nd parameter ('streamsize' (aka 'long') vs 'int') virtual streamsize xsputn(const char_type* __s, streamsize __n); ^ In file included from stanExports_shrinkage.cc:5: In file included from ./stanExports_shrinkage.h:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/rstaninc.hpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/stan_fit.hpp:21: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/io/r_ostream.hpp:70:31: warning: 'rstan::io::r_cerr_streambuf::xsputn' hides overloaded virtual function [-Woverloaded-virtual] virtual std::streamsize xsputn(const char_type* s, int n) { ^ /Library/Developer/CommandLineTools/SDKs/MacOSX11.sdk/usr/include/c++/v1/streambuf:291:24: note: hidden overloaded virtual function 'std::basic_streambuf<char>::xsputn' declared here: type mismatch at 2nd parameter ('streamsize' (aka 'long') vs 'int') virtual streamsize xsputn(const char_type* __s, streamsize __n); ^ In file included from stanExports_shrinkage.cc:5: In file included from ./stanExports_shrinkage.h:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/rstaninc.hpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/stan_fit.hpp:31: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:31: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/IterativeSolvers:46: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/src/IterativeSolvers/IDRS.h:72:10: warning: variable 'replacements' set but not used [-Wunused-but-set-variable] Index replacements = 0; ^ In file included from stanExports_shrinkage.cc:5: In file included from ./stanExports_shrinkage.h:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/rstaninc.hpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/stan_fit.hpp:31: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigen.h:25: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/RcppEigenForward.h:37: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/SparseExtra:45: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppEigen/include/unsupported/Eigen/src/SparseExtra/MarketIO.h:246:7: warning: variable 'count' set but not used [-Wunused-but-set-variable] int count = 0; ^ In file included from stanExports_shrinkage.cc:5: In file included from ./stanExports_shrinkage.h:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/rstaninc.hpp:4: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/stan_fit.hpp:43: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/src/stan/io/dump.hpp:7: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/stan/math/prim.hpp:14: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/stan/math/prim/fun.hpp:35: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/stan/math/prim/fun/binomial_coefficient_log.hpp:13: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/stan/math/prim/functor/partials_propagator.hpp:8: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/stan/math/prim/functor/operands_and_partials.hpp:57:1: warning: 'ops_partials_edge' defined as a struct template here but previously declared as a class template; this is valid, but may result in linker errors under the Microsoft C++ ABI [-Wmismatched-tags] struct ops_partials_edge<ViewElt, Op, require_st_arithmetic<Op>> { ^ /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/StanHeaders/include/stan/math/prim/functor/operands_and_partials.hpp:45:1: note: did you mean struct here? class ops_partials_edge; ^~~~~ struct In file included from stanExports_shrinkage.cc:5: In file included from ./stanExports_shrinkage.h:23: In file included from /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/rstaninc.hpp:4: /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/rstan/include/rstan/stan_fit.hpp:1252:9: warning: variable 'ret' set but not used [-Wunused-but-set-variable] int ret = stan::services::error_codes::CONFIG; ^ In file included from stanExports_shrinkage.cc:5: ./stanExports_shrinkage.h:515:11: warning: variable 'pos__' set but not used [-Wunused-but-set-variable] int pos__ = std::numeric_limits<int>::min(); ^ 10 warnings generated. clang++ -arch arm64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o decontX.so DecontX.o RcppExports.o matrixNorm.o matrixSums.o matrixSumsSparse.o stanExports_shrinkage.o -L/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/lib -ltbb -ltbbmalloc -L/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/lib/ -Wl,-rpath,/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppParallel/lib/ -ltbb -ltbbmalloc -F/Library/Frameworks/R.framework/.. -framework R -Wl,-framework -Wl,CoreFoundation ld: warning: ignoring duplicate libraries: '-ltbb', '-ltbbmalloc' installing to /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/00LOCK-decontX/00new/decontX/libs ** R ** inst ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (decontX)
decontX.Rcheck/tests/testthat.Rout
R Under development (unstable) (2025-01-20 r87609) -- "Unsuffered Consequences" Copyright (C) 2025 The R Foundation for Statistical Computing Platform: aarch64-apple-darwin20 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > # This file is part of the standard setup for testthat. > # It is recommended that you do not modify it. > # > # Where should you do additional test configuration? > # Learn more about the roles of various files in: > # * https://r-pkgs.org/tests.html > # * https://testthat.r-lib.org/reference/test_package.html#special-files > > library(testthat) > library(decontX) > > test_check("decontX") -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:16 2025 .. Analyzing all cells Wed Feb 5 18:59:16 2025 .... Converting to sparse matrix Wed Feb 5 18:59:16 2025 .... Generating UMAP Wed Feb 5 18:59:18 2025 .... Estimating contamination Wed Feb 5 18:59:18 2025 .. Calculating final decontaminated matrix -------------------------------------------------- Completed DecontX. Total time: 1.999345 secs -------------------------------------------------- -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:18 2025 .. Analyzing cells in batch '1' Wed Feb 5 18:59:18 2025 .... Converting to sparse matrix Wed Feb 5 18:59:18 2025 .... Generating UMAP Wed Feb 5 18:59:19 2025 .... Estimating contamination Wed Feb 5 18:59:19 2025 .. Calculating final decontaminated matrix Wed Feb 5 18:59:19 2025 .. Analyzing cells in batch '2' Wed Feb 5 18:59:19 2025 .... Converting to sparse matrix Wed Feb 5 18:59:19 2025 .... Generating UMAP Wed Feb 5 18:59:21 2025 .... Estimating contamination Wed Feb 5 18:59:21 2025 .. Calculating final decontaminated matrix -------------------------------------------------- Completed DecontX. Total time: 3.408972 secs -------------------------------------------------- -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:21 2025 .. Analyzing all cells Wed Feb 5 18:59:21 2025 .... Converting to sparse matrix Wed Feb 5 18:59:21 2025 .... Generating UMAP and estimating cell types Wed Feb 5 18:59:23 2025 .... Estimating contamination Wed Feb 5 18:59:23 2025 ...... Completed iteration: 9 | converge: 0.0009154 Wed Feb 5 18:59:23 2025 .. Calculating final decontaminated matrix -------------------------------------------------- Completed DecontX. Total time: 1.742938 secs -------------------------------------------------- -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:23 2025 .. Analyzing all cells Wed Feb 5 18:59:23 2025 .... Converting to sparse matrix Wed Feb 5 18:59:23 2025 .... Generating UMAP and estimating cell types Wed Feb 5 18:59:25 2025 .... Estimating contamination Wed Feb 5 18:59:25 2025 ...... Completed iteration: 10 | converge: 0.02021 Wed Feb 5 18:59:25 2025 ...... Completed iteration: 20 | converge: 0.00284 Wed Feb 5 18:59:25 2025 ...... Completed iteration: 30 | converge: 0.0009675 Wed Feb 5 18:59:25 2025 .. Calculating final decontaminated matrix -------------------------------------------------- Completed DecontX. Total time: 1.765868 secs -------------------------------------------------- -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:25 2025 .. Analyzing all cells Wed Feb 5 18:59:25 2025 .... Converting to sparse matrix Wed Feb 5 18:59:25 2025 .... Generating UMAP and estimating cell types Wed Feb 5 18:59:27 2025 .... Estimating contamination Wed Feb 5 18:59:27 2025 ...... Completed iteration: 9 | converge: 0.0009154 Wed Feb 5 18:59:27 2025 .. Calculating final decontaminated matrix -------------------------------------------------- Completed DecontX. Total time: 1.650807 secs -------------------------------------------------- -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:27 2025 .. Analyzing all cells Wed Feb 5 18:59:27 2025 .... Converting to sparse matrix Wed Feb 5 18:59:27 2025 .... Generating UMAP and estimating cell types Wed Feb 5 18:59:28 2025 .... Estimating contamination Wed Feb 5 18:59:28 2025 ...... Completed iteration: 9 | converge: 0.0008168 Wed Feb 5 18:59:28 2025 .. Calculating final decontaminated matrix -------------------------------------------------- Completed DecontX. Total time: 1.61094 secs -------------------------------------------------- -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:28 2025 .. Analyzing all cells Wed Feb 5 18:59:28 2025 .... Converting to sparse matrix Wed Feb 5 18:59:28 2025 .... Generating UMAP and estimating cell types Wed Feb 5 18:59:30 2025 .... Estimating contamination Wed Feb 5 18:59:30 2025 ...... Completed iteration: 10 | converge: 0.02021 Wed Feb 5 18:59:30 2025 ...... Completed iteration: 20 | converge: 0.00284 Wed Feb 5 18:59:30 2025 ...... Completed iteration: 30 | converge: 0.0009675 Wed Feb 5 18:59:30 2025 .. Calculating final decontaminated matrix -------------------------------------------------- Completed DecontX. Total time: 1.665914 secs -------------------------------------------------- -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:30 2025 .. Analyzing all cells Wed Feb 5 18:59:30 2025 .... Converting to sparse matrix -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:30 2025 .. Analyzing all cells Wed Feb 5 18:59:30 2025 .... Converting to sparse matrix -------------------------------------------------- Starting DecontX -------------------------------------------------- Wed Feb 5 18:59:30 2025 .. Analyzing all cells Wed Feb 5 18:59:30 2025 .... Converting to sparse matrix Wed Feb 5 18:59:30 2025 .... Generating UMAP Wed Feb 5 18:59:32 2025 .... Generating UMAP Chain 1: ------------------------------------------------------------ Chain 1: EXPERIMENTAL ALGORITHM: Chain 1: This procedure has not been thoroughly tested and may be unstable Chain 1: or buggy. The interface is subject to change. Chain 1: ------------------------------------------------------------ Chain 1: Chain 1: Chain 1: Chain 1: Gradient evaluation took 0.000281 seconds Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 2.81 seconds. Chain 1: Adjust your expectations accordingly! Chain 1: Chain 1: Chain 1: Begin eta adaptation. Chain 1: Iteration: 1 / 250 [ 0%] (Adaptation) Chain 1: Iteration: 50 / 250 [ 20%] (Adaptation) Chain 1: Iteration: 100 / 250 [ 40%] (Adaptation) Chain 1: Iteration: 150 / 250 [ 60%] (Adaptation) Chain 1: Iteration: 200 / 250 [ 80%] (Adaptation) Chain 1: Success! Found best value [eta = 1] earlier than expected. Chain 1: Chain 1: Begin stochastic gradient ascent. Chain 1: iter ELBO delta_ELBO_mean delta_ELBO_med notes Chain 1: 100 -8039.760 1.000 1.000 Chain 1: 200 -5731.482 0.701 1.000 Chain 1: 300 -5570.966 0.477 0.403 Chain 1: 400 -5510.810 0.361 0.403 Chain 1: 500 -5480.807 0.290 0.029 Chain 1: 600 -5451.166 0.242 0.029 Chain 1: 700 -5416.328 0.209 0.011 Chain 1: 800 -5401.248 0.183 0.011 Chain 1: 900 -5395.230 0.163 0.006 MEDIAN ELBO CONVERGED Chain 1: Chain 1: Drawing a sample of size 1000 from the approximate posterior... Chain 1: COMPLETED. [ FAIL 0 | WARN 13 | SKIP 2 | PASS 19 ] ══ Skipped tests (2) ═══════════════════════════════════════════════════════════ • empty test (2): 'test-decon.R:27:1', 'test-decon.R:48:1' [ FAIL 0 | WARN 13 | SKIP 2 | PASS 19 ] > > proc.time() user system elapsed 25.865 0.542 26.566
decontX.Rcheck/decontX-Ex.timings
name | user | system | elapsed | |
decontPro | 4.121 | 0.149 | 4.356 | |
decontX | 3.785 | 0.116 | 4.016 | |
plotBoxByCluster | 0.205 | 0.002 | 0.208 | |
plotDecontXContamination | 3.390 | 0.107 | 3.595 | |
plotDecontXMarkerExpression | 3.317 | 0.092 | 3.461 | |
plotDecontXMarkerPercentage | 3.302 | 0.099 | 3.484 | |
plotDensity | 0.224 | 0.004 | 0.237 | |
retrieveFeatureIndex | 0 | 0 | 0 | |
simulateContamination | 0.004 | 0.000 | 0.005 | |