Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-04-08 11:36 -0400 (Wed, 08 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_644.6.0 alpha (2026-04-05 r89794) 4852
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-03-26 r89717) -- "Unsuffered Consequences" 4543
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Package 1980/2381HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
scuttle 1.21.3  (landing page)
Aaron Lun
Snapshot Date: 2026-04-07 13:40 -0400 (Tue, 07 Apr 2026)
git_url: https://git.bioconductor.org/packages/scuttle
git_branch: devel
git_last_commit: 68f3482
git_last_commit_date: 2026-04-06 07:46:10 -0400 (Mon, 06 Apr 2026)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    WARNINGS  YES
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    WARNINGS    OK  YES
See other builds for scuttle in R Universe.


CHECK results for scuttle on kjohnson3

To the developers/maintainers of the scuttle package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/scuttle.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.

raw results


Summary

Package: scuttle
Version: 1.21.3
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:scuttle.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings scuttle_1.21.3.tar.gz
StartedAt: 2026-04-07 21:56:54 -0400 (Tue, 07 Apr 2026)
EndedAt: 2026-04-07 21:58:53 -0400 (Tue, 07 Apr 2026)
EllapsedTime: 118.3 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: scuttle.Rcheck
Warnings: 1

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:scuttle.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings scuttle_1.21.3.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/scuttle.Rcheck’
* using R Under development (unstable) (2026-03-26 r89717)
* using platform: aarch64-apple-darwin23
* R was compiled by
    Apple clang version 17.0.0 (clang-1700.3.19.1)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-04-08 01:56:55 UTC
* using option ‘--no-vignettes’
* checking for file ‘scuttle/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘scuttle’ version ‘1.21.3’
* 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 ‘scuttle’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
* used SDK: ‘MacOSX26.2.sdk’
* checking C++ specification ... INFO
  specified C++17
* 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 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:
  addPerCellQCMetrics.Rd: SummarizedExperiment-class, rowData, colData
  aggregateAcrossCells.Rd: colData, SingleCellExperiment-class,
    SummarizedExperiment-class, reducedDims, altExps, DataFrame-class,
    applySCE
  aggregateAcrossFeatures.Rd: SummarizedExperiment-class
  calculateAverage.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class, BiocParallelParam-class,
    DelayedMatrix-class, sizeFactors
  calculateCPM.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class
  calculateFPKM.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class
  calculateTPM.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class
  computePooledFactors.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class, sizeFactors
  computeSpikeFactors.Rd: SingleCellExperiment-class, altExps, altExp,
    sizeFactors
  downsampleBatches.Rd: SummarizedExperiment-class, List-class
  geometricSizeFactors.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class, BiocParallelParam-class,
    DelayedArray-class, sizeFactors
  librarySizeFactors.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class, BiocParallelParam-class,
    DelayedArray-class, sizeFactors
  logNormCounts.Rd: SingleCellExperiment-class,
    SummarizedExperiment-class, BiocParallelParam-class, applySCE,
    sizeFactors
  makePerCellDF.Rd: SingleCellExperiment-class, altExp, rowData
  makePerFeatureDF.Rd: SingleCellExperiment-class
  medianSizeFactors.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class, sizeFactors
  mockSCE.Rd: SingleCellExperiment-class, colData, altExps,
    SingleCellExperiment
  normalizeCounts.Rd: SingleCellExperiment-class,
    SummarizedExperiment-class, DelayedMatrix-class,
    BiocParallelParam-class, sizeFactors
  numDetectedAcrossCells.Rd: SummarizedExperiment-class,
    DataFrame-class, SingleCellExperiment-class, colData,
    BiocParallelParam-class
  numDetectedAcrossFeatures.Rd: SummarizedExperiment-class,
    BiocParallelParam-class
  perCellQCFilters.Rd: DataFrame-class
  perCellQCMetrics.Rd: SingleCellExperiment-class,
    SummarizedExperiment-class, BiocParallelParam-class,
    DataFrame-class
  perFeatureQCMetrics.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class, BiocParallelParam-class,
    DataFrame-class
  quickPerCellQC.Rd: DataFrame-class, SummarizedExperiment-class,
    colData
  readSparseCounts.Rd: readMM
  sumCountsAcrossCells.Rd: SummarizedExperiment-class, DataFrame-class,
    SingleCellExperiment-class, colData, BiocParallelParam-class,
    colsum
  sumCountsAcrossFeatures.Rd: SummarizedExperiment-class,
    BiocParallelParam-class
  summarizeAssayByGroup.Rd: SummarizedExperiment-class,
    DataFrame-class, colData, BiocParallelParam-class
  uniquifyDataFrameByGroup.Rd: DataFrame-class, colData, DFrame-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 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 ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... WARNING
Found the following significant warnings:

  Warning in .local(x, ...) : 'aggregateAcrossCells' is deprecated.
  Warning in .local(x, ...) : 'aggregateAcrossCells' is deprecated.
  Warning in .local(x, ...) : 'aggregateAcrossCells' is deprecated.
  Warning in .local(x, ...) : 'aggregateAcrossCells' is deprecated.
  Warning in .local(x, ...) : 'aggregateAcrossCells' is deprecated.
  Warning in .local(x, ...) : 'librarySizeFactors' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'librarySizeFactors' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'summarizeAssayByGroup' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'librarySizeFactors' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'librarySizeFactors' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'librarySizeFactors' is deprecated.
  Warning in .local(x, ...) : 'normalizeCounts' is deprecated.
  Warning in .local(x, ...) : 'summarizeAssayByGroup' is deprecated.
  Warning in .local(x, ...) : 'quickPerCellQC' is deprecated.
  Warning in .local(x, ...) : 'summarizeAssayByGroup' is deprecated.
  Warning in .local(x, ...) : 'summarizeAssayByGroup' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
* 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, 1 NOTE
See
  ‘/Users/biocbuild/bbs-3.23-bioc/meat/scuttle.Rcheck/00check.log’
for details.


Installation output

scuttle.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’
* installing *source* package ‘scuttle’ ...
** this is package ‘scuttle’ version ‘1.21.3’
** using staged installation
** libs
specified C++17
using C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
using C++17
using SDK: ‘MacOSX26.2.sdk’
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c aggregate_across_cells.cpp -o aggregate_across_cells.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c cumulative_prop.cpp -o cumulative_prop.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c downsample_counts.cpp -o downsample_counts.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_linear_model.cpp -o fit_linear_model.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c pool_size_factors.cpp -o pool_size_factors.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c sum_counts.cpp -o sum_counts.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c utils.cpp -o utils.o
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 scuttle.so RcppExports.o aggregate_across_cells.o cumulative_prop.o downsample_counts.o fit_linear_model.o pool_size_factors.o sum_counts.o utils.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.6/Resources/library/00LOCK-scuttle/00new/scuttle/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 (scuttle)

Tests output

scuttle.Rcheck/tests/testthat.Rout


R Under development (unstable) (2026-03-26 r89717) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23

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(scuttle)
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
Loading required package: generics

Attaching package: 'generics'

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

    as.difftime, as.factor, as.ordered, intersect, is.element, setdiff,
    setequal, union


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, is.unsorted, lapply,
    mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,
    rank, rbind, rownames, sapply, saveRDS, table, tapply, 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: Seqinfo
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

> test_check("scuttle")
Loading required package: Matrix

Attaching package: 'Matrix'

The following object is masked from 'package:S4Vectors':

    expand

Loading required package: S4Arrays
Loading required package: abind

Attaching package: 'S4Arrays'

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

    abind

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

    rowsum

Loading required package: SparseArray

Attaching package: 'DelayedArray'

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

    apply, scale, sweep

[ FAIL 0 | WARN 664 | SKIP 0 | PASS 1680 ]

[ FAIL 0 | WARN 664 | SKIP 0 | PASS 1680 ]
Warning messages:
1: In .library_size_factors(assay(x, assay.type), ...) :
  'librarySizeFactors' is deprecated.
Use 'scrapper::centerSizeFactors' instead.
See help("Deprecated")
2: In .local(x, ...) : 'normalizeCounts' is deprecated.
Use 'scrapper::normalizeCounts' instead.
See help("Deprecated")
> 
> proc.time()
   user  system elapsed 
 38.783   0.703  39.888 

Example timings

scuttle.Rcheck/scuttle-Ex.timings

nameusersystemelapsed
addPerCellQCMetrics0.2680.0100.285
aggregateAcrossCells0.6100.0170.632
aggregateAcrossFeatures0.1210.0030.130
calculateAverage0.1000.0020.101
calculateCPM0.1120.0030.114
calculateFPKM0.0960.0010.097
calculateTPM0.0910.0010.092
cleanSizeFactors0.0070.0000.006
computePooledFactors2.8820.0693.003
computeSpikeFactors0.1150.0020.117
correctGroupSummary0.0270.0010.029
downsampleBatches0.4210.0130.447
downsampleMatrix0.2160.0020.218
fitLinearModel0.0330.0010.034
geometricSizeFactors0.1050.0020.108
isOutlier0.1550.0010.156
librarySizeFactors0.0880.0000.088
logNormCounts0.2770.0040.283
makePerCellDF0.1540.0030.155
makePerFeatureDF0.1400.0040.148
medianSizeFactors0.1030.0030.109
mockSCE0.0970.0010.098
normalizeCounts0.2150.0040.221
numDetectedAcrossCells0.1130.0030.120
numDetectedAcrossFeatures0.0920.0020.095
perCellQCFilters0.1630.0060.168
perCellQCMetrics0.3070.0040.311
perFeatureQCMetrics0.1240.0020.125
quickPerCellQC0.2940.0090.309
readSparseCounts0.0050.0010.005
sumCountsAcrossCells0.1180.0020.121
sumCountsAcrossFeatures0.0930.0020.096
summarizeAssayByGroup0.1460.0030.150
uniquifyDataFrameByGroup0.0080.0000.008
uniquifyFeatureNames000