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This page was generated on 2023-10-20 09:38:00 -0400 (Fri, 20 Oct 2023).

HostnameOSArch (*)R versionInstalled pkgs
kjohnson2macOS 12.6.1 Montereyarm644.3.1 (2023-06-16) -- "Beagle Scouts" 4347
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Package 365/2230HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
clusterExperiment 2.20.0  (landing page)
Elizabeth Purdom
Snapshot Date: 2023-10-15 14:00:07 -0400 (Sun, 15 Oct 2023)
git_url: https://git.bioconductor.org/packages/clusterExperiment
git_branch: RELEASE_3_17
git_last_commit: 1b8f9ba
git_last_commit_date: 2023-04-25 10:48:04 -0400 (Tue, 25 Apr 2023)
kjohnson2macOS 12.6.1 Monterey / arm64  OK    OK    WARNINGS    OK  UNNEEDED, same version is already published

CHECK results for clusterExperiment on kjohnson2


To the developers/maintainers of the clusterExperiment package:
- 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.

raw results


Summary

Package: clusterExperiment
Version: 2.20.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:clusterExperiment.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings clusterExperiment_2.20.0.tar.gz
StartedAt: 2023-10-17 10:12:03 -0400 (Tue, 17 Oct 2023)
EndedAt: 2023-10-17 10:41:16 -0400 (Tue, 17 Oct 2023)
EllapsedTime: 1752.9 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: clusterExperiment.Rcheck
Warnings: 1

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:clusterExperiment.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings clusterExperiment_2.20.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.17-bioc-mac-arm64/meat/clusterExperiment.Rcheck’
* using R version 4.3.1 (2023-06-16)
* using platform: aarch64-apple-darwin20 (64-bit)
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 12.2.0
* running under: macOS Monterey 12.6.7
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘clusterExperiment/DESCRIPTION’ ... OK
* this is package ‘clusterExperiment’ version ‘2.20.0’
* 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 ... NOTE
Found the following hidden files and directories:
  .BBSoptions
These were most likely included in error. See section ‘Package
structure’ in the ‘Writing R Extensions’ manual.
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘clusterExperiment’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
* used SDK: ‘MacOSX11.3.sdk’
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* checking installed package size ... NOTE
  installed size is  5.6Mb
  sub-directories of 1Mb or more:
    R      1.4Mb
    data   3.6Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R 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 ... NOTE
Foreign function calls to a different package:
  .C(ape::node_depth, ...)
  .C(ape::node_depth_edgelength, ...)
  .C(ape::node_height, ...)
  .C(ape::node_height_clado, ...)
See chapter ‘System and foreign language interfaces’ in the ‘Writing R
Extensions’ manual.
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* 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 contents of ‘data’ directory ... WARNING
Output for data("rsecFluidigm", package = "clusterExperiment"):
  Search path was changed
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... 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 ... OK
* 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
Examples with CPU (user + system) or elapsed time > 5s
                           user system elapsed
plotClustersTable         5.341  0.088  12.772
getBestFeatures           5.195  0.194  13.998
plotReducedDims           4.971  0.083  11.624
mergeClusters             4.755  0.096  11.503
plotFeatureBoxplot        4.601  0.067  11.075
plotFeatureScatter        4.132  0.067   9.956
plotContrastHeatmap       3.451  0.087   8.154
makeDendrogram            3.316  0.208   8.106
plotDendrogram            3.359  0.051   6.823
ClusterExperiment-methods 3.084  0.139   7.467
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat_a-c.R’
  Running ‘testthat_d-i.R’
  Running ‘testthat_j-z.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in ‘inst/doc’ ... 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, 5 NOTEs
See
  ‘/Users/biocbuild/bbs-3.17-bioc-mac-arm64/meat/clusterExperiment.Rcheck/00check.log’
for details.



Installation output

clusterExperiment.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL clusterExperiment
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library’
* installing *source* package ‘clusterExperiment’ ...
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
using C++11
using SDK: ‘MacOSX11.3.sdk’
clang++ -arch arm64 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/Rcpp/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/Rcpp/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c search_pairs.cpp -o search_pairs.o
clang++ -arch arm64 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/Rcpp/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c subsampleLoop.cpp -o subsampleLoop.o
clang++ -arch arm64 -std=gnu++11 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -single_module -multiply_defined suppress -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o clusterExperiment.so RcppExports.o search_pairs.o subsampleLoop.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/12.2.0 -L/opt/gfortran/lib -lgfortran -lemutls_w -lquadmath -F/Library/Frameworks/R.framework/.. -framework R -Wl,-framework -Wl,CoreFoundation
ld: warning: could not create compact unwind for ___emutls_get_address: registers 23 and 24 not saved contiguously in frame
installing to /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/00LOCK-clusterExperiment/00new/clusterExperiment/libs
** R
** data
** byte-compile and prepare package for lazy loading
Found more than one class "Annotated" in cache; using the first, from namespace 'S4Vectors'
Also defined by ‘RNeXML’
Found more than one class "Annotated" in cache; using the first, from namespace 'S4Vectors'
Also defined by ‘RNeXML’
Found more than one class "Annotated" in cache; using the first, from namespace 'S4Vectors'
Also defined by ‘RNeXML’
Found more than one class "Annotated" in cache; using the first, from namespace 'S4Vectors'
Also defined by ‘RNeXML’
** 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 (clusterExperiment)

Tests output

clusterExperiment.Rcheck/tests/testthat_a-c.Rout


R version 4.3.1 (2023-06-16) -- "Beagle Scouts"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20 (64-bit)

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.

> library(testthat)
> test_check("clusterExperiment",filter = "^[A-Ca-c]")
Loading required package: clusterExperiment
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics

Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,
    lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin,
    pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table,
    tapply, union, unique, unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians

Found more than one class "Annotated" in cache; using the first, from namespace 'S4Vectors'
Also defined by 'RNeXML'
[ FAIL 0 | WARN 0 | SKIP 3 | PASS 750 ]

══ Skipped tests (3) ═══════════════════════════════════════════════════════════
• On Mac (3): 'test-clusterMany.R:255:2', 'test-clusterMany.R:311:2',
  'test-clusterSingle.R:389:2'

[ FAIL 0 | WARN 0 | SKIP 3 | PASS 750 ]
> 
> proc.time()
   user  system elapsed 
284.197   5.414 447.785 

clusterExperiment.Rcheck/tests/testthat_d-i.Rout


R version 4.3.1 (2023-06-16) -- "Beagle Scouts"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20 (64-bit)

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.

> library(testthat)
> test_check("clusterExperiment",filter = "^[D-Id-i]")
Loading required package: clusterExperiment
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics

Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,
    lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin,
    pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table,
    tapply, union, unique, unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians

Found more than one class "Annotated" in cache; using the first, from namespace 'S4Vectors'
Also defined by 'RNeXML'
[ FAIL 0 | WARN 2 | SKIP 2 | PASS 392 ]

══ Skipped tests (2) ═══════════════════════════════════════════════════════════
• On Mac (2): 'test-getBestFeatures.R:181:2', 'test-heatmaps.R:66:2'

[ FAIL 0 | WARN 2 | SKIP 2 | PASS 392 ]
> 
> proc.time()
   user  system elapsed 
196.705   3.381 313.522 

clusterExperiment.Rcheck/tests/testthat_j-z.Rout


R version 4.3.1 (2023-06-16) -- "Beagle Scouts"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20 (64-bit)

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.

> library(testthat)
> test_check("clusterExperiment",filter = "^[J-Zj-z]")
Loading required package: clusterExperiment
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics

Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,
    lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin,
    pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table,
    tapply, union, unique, unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians

Found more than one class "Annotated" in cache; using the first, from namespace 'S4Vectors'
Also defined by 'RNeXML'
[ FAIL 0 | WARN 0 | SKIP 3 | PASS 339 ]

══ Skipped tests (3) ═══════════════════════════════════════════════════════════
• On Mac (3): 'test-RSEC.R:42:2', 'test-RSEC.R:58:2', 'test-otherPlots.R:242:2'

[ FAIL 0 | WARN 0 | SKIP 3 | PASS 339 ]
> 
> proc.time()
   user  system elapsed 
157.307   3.204 238.446 

Example timings

clusterExperiment.Rcheck/clusterExperiment-Ex.timings

nameusersystemelapsed
ClusterExperiment-class0.4420.0221.091
ClusterExperiment-methods3.0840.1397.467
ClusterFunction-class0.0130.0020.027
addClusterings1.2920.0252.979
assignUnassigned0.0000.0010.000
builtInClusteringFunctions0.0010.0010.006
clusterContrasts000
clusterDendrogram1.1460.0172.480
clusterMany000
clusterSingle0.4890.0341.202
fluidigmData000
getBestFeatures 5.195 0.19413.998
getClusterIndex1.1280.0233.407
getClusterManyParams0.0000.0010.000
mainClustering1.7160.0334.207
makeConsensus000
makeDendrogram3.3160.2088.106
mergeClusters 4.755 0.09611.503
numericalAsCharacter0.0000.0010.007
plotBarplot000
plotClusters0.0000.0000.001
plotClustersTable 5.341 0.08812.772
plotClustersWorkflow000
plotContrastHeatmap3.4510.0878.154
plotDendrogram3.3590.0516.823
plotFeatureBoxplot 4.601 0.06711.075
plotFeatureScatter4.1320.0679.956
plotHeatmap0.0000.0010.001
plotReducedDims 4.971 0.08311.624
plottingFunctions0.9870.0252.343
reduceFunctions0.7320.0241.735
renameClusters0.5020.0141.236
rsecFluidigm0.0010.0000.008
seqCluster000
simData0.0000.0010.008
subsampleClustering0.0000.0010.000
subset1.3060.0213.109
transformData0.2440.0040.576
workflowClusters0.0000.0010.001