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CHECK report for scran on celaya2

This page was generated on 2020-01-16 13:45:02 -0500 (Thu, 16 Jan 2020).

Package 1541/1818HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
scran 1.15.16
Aaron Lun
Snapshot Date: 2020-01-15 16:46:30 -0500 (Wed, 15 Jan 2020)
URL: https://git.bioconductor.org/packages/scran
Branch: master
Last Commit: 026edd8
Last Changed Date: 2020-01-12 22:35:55 -0500 (Sun, 12 Jan 2020)
malbec2 Linux (Ubuntu 18.04.3 LTS) / x86_64  OK  OK  ERROR 
tokay2 Windows Server 2012 R2 Standard / x64  OK  OK  ERROR  OK 
celaya2 OS X 10.11.6 El Capitan / x86_64  OK  OK [ ERROR ] OK 

Summary

Package: scran
Version: 1.15.16
Command: /Library/Frameworks/R.framework/Versions/Current/Resources/bin/R CMD check --install=check:scran.install-out.txt --library=/Library/Frameworks/R.framework/Versions/Current/Resources/library --no-vignettes --timings scran_1.15.16.tar.gz
StartedAt: 2020-01-16 08:40:58 -0500 (Thu, 16 Jan 2020)
EndedAt: 2020-01-16 09:00:13 -0500 (Thu, 16 Jan 2020)
EllapsedTime: 1154.8 seconds
RetCode: 1
Status:  ERROR 
CheckDir: scran.Rcheck
Warnings: NA

Command output

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###
### Running command:
###
###   /Library/Frameworks/R.framework/Versions/Current/Resources/bin/R CMD check --install=check:scran.install-out.txt --library=/Library/Frameworks/R.framework/Versions/Current/Resources/library --no-vignettes --timings scran_1.15.16.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.11-bioc/meat/scran.Rcheck’
* using R Under development (unstable) (2019-12-14 r77572)
* using platform: x86_64-apple-darwin15.6.0 (64-bit)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘scran/DESCRIPTION’ ... OK
* this is package ‘scran’ version ‘1.15.16’
* 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 ‘scran’ can be installed ... OK
* checking installed package size ... OK
* 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 ... OK
* 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 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 ... ERROR
Running examples in ‘scran-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: modelGeneCV2
> ### Title: Model the per-gene CV2
> ### Aliases: modelGeneCV2 modelGeneCV2,ANY-method
> ###   modelGeneCV2,SingleCellExperiment-method
> 
> ### ** Examples
> 
> library(scater)
Loading required package: ggplot2
> sce <- mockSCE()
> 
> # Simple case:
> spk <- modelGeneCV2(sce)
> spk
DataFrame with 2000 rows and 6 columns
               mean     total     trend     ratio     p.value        FDR
          <numeric> <numeric> <numeric> <numeric>   <numeric>  <numeric>
Gene_0001  59.30675  2.244369  1.967604  1.140661   0.2634214   0.853979
Gene_0002   3.95935 18.919830 21.708878  0.871525   0.7183709   0.897696
Gene_0003 216.20480  0.829081  0.942769  0.879410   0.7062742   0.893354
Gene_0004   6.82990 18.264515 12.818244  1.424884   0.0279667   0.286838
Gene_0005 514.94149  0.737588  0.718033  1.027233   0.4512431   0.892938
...             ...       ...       ...       ...         ...        ...
Gene_1996   41.0136   2.21703   2.59749  0.853527 0.745046788 0.90466676
Gene_1997   27.3678   6.48261   3.61570  1.792908 0.000180345 0.00563578
Gene_1998   38.3456   3.64735   2.73958  1.331357 0.068010349 0.48578821
Gene_1999   64.6251   2.32050   1.85139  1.253386 0.127146441 0.61431229
Gene_2000  157.2610   1.10975   1.08797  1.020025 0.464107507 0.89293837
> 
> plot(spk$mean, spk$total, pch=16, log="xy")
> curve(metadata(spk)$trend(x), add=TRUE, col="dodgerblue")
> 
> # With blocking: 
> block <- sample(LETTERS[1:2], ncol(sce), replace=TRUE)
> blk <- modelGeneCV2(sce, block=block)
> blk
DataFrame with 2000 rows and 7 columns
Error in (function (..., row.names = NULL, check.rows = FALSE, check.names = TRUE,  : 
  arguments imply differing number of rows: 5, 2
Calls: <Anonymous> ... as.data.frame -> as.data.frame.list -> do.call -> <Anonymous>
Execution halted
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.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 ERROR, 1 NOTE
See
  ‘/Users/biocbuild/bbs-3.11-bioc/meat/scran.Rcheck/00check.log’
for details.


Installation output

scran.Rcheck/00install.out

##############################################################################
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###
### Running command:
###
###   /Library/Frameworks/R.framework/Versions/Current/Resources/bin/R CMD INSTALL scran
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.0/Resources/library’
* installing *source* package ‘scran’ ...
** using staged installation
** libs
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c RcppExports.cpp -o RcppExports.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c build_snn.cpp -o build_snn.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c combine_rho.cpp -o combine_rho.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c combine_simes.cpp -o combine_simes.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c compute_blocked_stats.cpp -o compute_blocked_stats.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c compute_rho_null.cpp -o compute_rho_null.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c compute_rho_pairs.cpp -o compute_rho_pairs.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c cyclone_scores.cpp -o cyclone_scores.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c fit_linear_model.cpp -o fit_linear_model.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c get_residuals.cpp -o get_residuals.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c get_scaled_ranks.cpp -o get_scaled_ranks.o
get_scaled_ranks.cpp:67:16: warning: unused variable 'accumulated_rank' [-Wunused-variable]
        double accumulated_rank=0;
               ^
1 warning generated.
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c overlap_exprs.cpp -o overlap_exprs.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c pool_size_factors.cpp -o pool_size_factors.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c rand_custom.cpp -o rand_custom.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c run_dormqr.cpp -o run_dormqr.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c subset_and_divide.cpp -o subset_and_divide.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/BH/include' -I'/Library/Frameworks/R.framework/Versions/4.0/Resources/library/dqrng/include' -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -I/usr/local/include   -fPIC  -Wall -g -O2  -c utils.cpp -o utils.o
clang++ -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/usr/local/lib -o scran.so RcppExports.o build_snn.o combine_rho.o combine_simes.o compute_blocked_stats.o compute_rho_null.o compute_rho_pairs.o cyclone_scores.o fit_linear_model.o get_residuals.o get_scaled_ranks.o overlap_exprs.o pool_size_factors.o rand_custom.o run_dormqr.o subset_and_divide.o utils.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/usr/local/gfortran/lib/gcc/x86_64-apple-darwin15/6.1.0 -L/usr/local/gfortran/lib -lgfortran -lquadmath -lm -F/Library/Frameworks/R.framework/.. -framework R -Wl,-framework -Wl,CoreFoundation
installing to /Library/Frameworks/R.framework/Versions/4.0/Resources/library/00LOCK-scran/00new/scran/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 (scran)

Tests output

scran.Rcheck/tests/testthat.Rout


R Under development (unstable) (2019-12-14 r77572) -- "Unsuffered Consequences"
Copyright (C) 2019 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin15.6.0 (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)
> library(scran)
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics
Loading required package: parallel

Attaching package: 'BiocGenerics'

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

    clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
    clusterExport, clusterMap, parApply, parCapply, parLapply,
    parLapplyLB, parRapply, parSapply, parSapplyLB

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, 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, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

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

    expand.grid

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")'.

Loading required package: DelayedArray
Loading required package: matrixStats

Attaching package: 'matrixStats'

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

    anyMissing, rowMedians

Loading required package: BiocParallel

Attaching package: 'DelayedArray'

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

    colMaxs, colMins, colRanges, rowMaxs, rowMins, rowRanges

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

    aperm, apply, rowsum

> test_check("scran")
══ testthat results  ═══════════════════════════════════════════════════════════
[ OK: 5650 | SKIPPED: 0 | WARNINGS: 403 | FAILED: 0 ]
> 
> proc.time()
   user  system elapsed 
567.155  46.778 718.266 

Example timings

scran.Rcheck/scran-Ex.timings

nameusersystemelapsed
DM0.1110.0120.124
bootstrapCluster13.021 0.62713.672
buildSNNGraph6.1670.2206.404
cleanSizeFactors0.0810.0020.082
clusterModularity1.9060.1372.044
clusterPurity3.9140.1324.049
coassignProb1.7000.0791.780
combineMarkers2.2300.0392.272
combinePValues0.0200.0030.024
combineVar1.6670.0401.708
computeSpikeFactors0.4410.0030.444
computeSumFactors6.7970.4247.316
convertTo4.8820.3415.243
correlateGenes1.9380.0842.023
correlateNull0.2380.0050.244
correlatePairs1.5980.0691.667
cyclone17.858 5.83823.706
decideTestsPerLabel14.493 0.36014.862
defunct0.0010.0000.001
denoisePCA1.9040.0571.964
doubletCells6.320.536.85
doubletCluster0.8050.0080.816
findMarkers3.3900.1343.530
fitTrendCV20.6500.0260.677
fitTrendPoisson1.2390.1641.430
fitTrendVar0.6430.0100.653
getClusteredPCs3.6980.3034.001
getMarkerEffects1.4750.0621.536
getTopHVGs0.8960.0560.952
getTopMarkers1.5090.0891.599