| Back to Multiple platform build/check report for BioC 3.22: simplified long |
|
This page was generated on 2025-10-16 12:04 -0400 (Thu, 16 Oct 2025).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" | 4867 |
| lconway | macOS 12.7.6 Monterey | x86_64 | 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" | 4655 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" | 4600 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4610 |
| 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 1952/2346 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| scviR 1.9.11 (landing page) Vincent Carey
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | ERROR | |||||||||
| lconway | macOS 12.7.6 Monterey / x86_64 | OK | ERROR | skipped | skipped | |||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | ERROR | skipped | skipped | |||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | ERROR | skipped | ||||||||||
|
To the developers/maintainers of the scviR package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/scviR.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: scviR |
| Version: 1.9.11 |
| Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:scviR.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings scviR_1.9.11.tar.gz |
| StartedAt: 2025-10-16 04:48:44 -0400 (Thu, 16 Oct 2025) |
| EndedAt: 2025-10-16 05:05:35 -0400 (Thu, 16 Oct 2025) |
| EllapsedTime: 1011.1 seconds |
| RetCode: 1 |
| Status: ERROR |
| CheckDir: scviR.Rcheck |
| Warnings: NA |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:scviR.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings scviR_1.9.11.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/scviR.Rcheck’
* using R version 4.5.1 Patched (2025-08-23 r88802)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* checking for file ‘scviR/DESCRIPTION’ ... OK
* this is package ‘scviR’ version ‘1.9.11’
* 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 ‘scviR’ 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 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 loading without being on the library search path ... 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 contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... ERROR
Running examples in ‘scviR-Ex.R’ failed
The error most likely occurred in:
> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: getCh12Sce
> ### Title: get SCE for 10k PBMC annotated as in OSCA book chapter 12
> ### Aliases: getCh12Sce
>
> ### ** Examples
>
> ch12sce <- getCh12Sce()
> ch12sce
class: SingleCellExperiment
dim: 33538 7472
metadata(2): Samples se.averaged
assays(2): counts logcounts
rownames(33538): ENSG00000243485 ENSG00000237613 ... ENSG00000277475
ENSG00000268674
rowData names(3): ID Symbol Type
colnames(7472): AAACCCAAGATTGTGA-1 AAACCCACATCGGTTA-1 ...
TTTGTTGTCGAGTGAG-1 TTTGTTGTCGTTCAGA-1
colData names(3): Sample Barcode sizeFactor
Loading required namespace: GenomeInfoDb
Failed with error: ‘there is no package called ‘GenomeInfoDb’’
Error in .requirePackage(package) :
unable to load required package ‘GenomeInfoDb’
Calls: <Anonymous> ... .extendsForS3 -> extends -> getClassDef -> .requirePackage
Execution halted
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘test.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... ERROR
Error(s) in re-building vignettes:
--- re-building ‘citeseq_tut.Rmd’ using rmarkdown
--- finished re-building ‘citeseq_tut.Rmd’
--- re-building ‘compch12.Rmd’ using rmarkdown
Failed with error: 'there is no package called 'GenomeInfoDb''
Quitting from compch12.Rmd:44-47 [getdat]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `.requirePackage()`:
! unable to load required package 'GenomeInfoDb'
---
Backtrace:
▆
1. ├─tools:::.buildOneVignette(...)
2. │ ├─base::tryCatch(...)
3. │ │ └─base (local) tryCatchList(expr, classes, parentenv, handlers)
4. │ │ └─base (local) tryCatchOne(expr, names, parentenv, handlers[[1L]])
5. │ │ └─base (local) doTryCatch(return(expr), name, parentenv, handler)
6. │ └─engine$weave(file, quiet = quiet, encoding = enc)
7. │ └─knitr:::vweave_rmarkdown(...)
8. │ └─rmarkdown::render(...)
9. │ └─knitr::knit(knit_input, knit_output, envir = envir, quiet = quiet)
10. │ └─knitr:::process_file(text, output)
11. │ ├─xfun:::handle_error(...)
12. │ ├─base::withCallingHandlers(...)
13. │ └─knitr:::process_group(group)
14. │ └─knitr:::call_block(x)
15. │ └─knitr:::block_exec(params)
16. │ └─knitr:::eng_r(options)
17. │ ├─knitr:::in_input_dir(...)
18. │ │ └─knitr:::in_dir(input_dir(), expr)
19. │ └─knitr (local) evaluate(...)
20. │ └─evaluate::evaluate(...)
21. │ ├─base::withRestarts(...)
22. │ │ └─base (local) withRestartList(expr, restarts)
23. │ │ ├─base (local) withOneRestart(withRestartList(expr, restarts[-nr]), restarts[[nr]])
24. │ │ │ └─base (local) doWithOneRestart(return(expr), restart)
25. │ │ └─base (local) withRestartList(expr, restarts[-nr])
26. │ │ └─base (local) withOneRestart(expr, restarts[[1L]])
27. │ │ └─base (local) doWithOneRestart(return(expr), restart)
28. │ ├─evaluate:::with_handlers(...)
29. │ │ ├─base::eval(call)
30. │ │ │ └─base::eval(call)
31. │ │ └─base::withCallingHandlers(...)
32. │ └─watcher$print_value(ev$value, ev$visible, envir)
33. │ ├─base::withVisible(handle_value(handler, value, visible, envir))
34. │ └─evaluate:::handle_value(handler, value, visible, envir)
35. │ └─handler$value(value, visible)
36. │ └─knitr (local) fun(x, options = options)
37. │ ├─base::withVisible(knit_print(x, ...))
38. │ ├─knitr::knit_print(x, ...)
39. │ └─knitr:::knit_print.default(x, ...)
40. │ └─knitr::normal_print(x)
41. │ ├─methods::show(x)
42. │ └─methods::show(x)
43. │ ├─S4Vectors::coolcat("reducedDimNames(%d): %s\n", reducedDimNames(object))
44. │ │ └─base::ifelse(nzchar(vals), vals, "''")
45. │ ├─SingleCellExperiment::reducedDimNames(object)
46. │ └─SingleCellExperiment::reducedDimNames(object)
47. │ └─SingleCellExperiment:::.get_internal_names(...)
48. │ ├─BiocGenerics::updateObject(x)
49. │ └─SingleCellExperiment::updateObject(x)
50. │ ├─methods::callNextMethod()
51. │ └─SummarizedExperiment (local) .nextMethod(object = object)
52. │ ├─BiocGenerics::updateObject(object@rowRanges, ..., verbose = verbose)
53. │ └─GenomicRanges::updateObject(object@rowRanges, ..., verbose = verbose)
54. │ ├─BiocGenerics::updateObject(object@unlistData, ..., verbose = verbose)
55. │ └─GenomicRanges::updateObject(object@unlistData, ..., verbose = verbose)
56. │ └─BiocGenerics::updateObject(object@seqinfo, ..., verbose = verbose)
57. └─methods:::.extendsForS3(`<chr>`)
58. └─methods::extends(Class, maybe = FALSE)
59. └─methods::getClassDef(class1)
60. └─methods:::.requirePackage(package)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Error: processing vignette 'compch12.Rmd' failed with diagnostics:
unable to load required package 'GenomeInfoDb'
--- failed re-building ‘compch12.Rmd’
--- re-building ‘new_citeseq.Rmd’ using rmarkdown
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/anndata/_core/anndata.py:1758: UserWarning: Variable names are not unique. To make them unique, call `.var_names_make_unique`.
utils.warn_names_duplicates("var")
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/anndata/_core/anndata.py:1758: UserWarning: Variable names are not unique. To make them unique, call `.var_names_make_unique`.
utils.warn_names_duplicates("var")
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.
self._update_attr("var", axis=0, join_common=join_common)
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/mudata/_core/mudata.py:915: UserWarning: var_names are not unique. To make them unique, call `.var_names_make_unique`.
warnings.warn(
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.
self._update_attr("obs", axis=1, join_common=join_common)
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.
self._update_attr("var", axis=0, join_common=join_common)
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/mudata/_core/mudata.py:931: UserWarning: Cannot join columns with the same name because var_names are intersecting.
warnings.warn(
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.
self._update_attr("obs", axis=1, join_common=join_common)
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.
self._update_attr("var", axis=0, join_common=join_common)
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.
self._update_attr("obs", axis=1, join_common=join_common)
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/docrep/decorators.py:43: SyntaxWarning: 'param_categorical_covariate_keys' is not a valid key!
doc = func(self, args[0].__doc__, *args[1:], **kwargs)
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/docrep/decorators.py:43: SyntaxWarning: 'param_continuous_covariate_keys' is not a valid key!
doc = func(self, args[0].__doc__, *args[1:], **kwargs)
GPU available: False, used: False
TPU available: False, using: 0 TPU cores
HPU available: False, using: 0 HPUs
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/torch/optim/lr_scheduler.py:62: UserWarning: The verbose parameter is deprecated. Please use get_last_lr() to access the learning rate.
warnings.warn(
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/lightning/pytorch/core/optimizer.py:317: The lr scheduler dict contains the key(s) ['monitor'], but the keys will be ignored. You need to call `lr_scheduler.step()` manually in manual optimization.
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/lightning/pytorch/trainer/connectors/data_connector.py:425: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=71` in the `DataLoader` to improve performance.
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/lightning/pytorch/trainer/connectors/data_connector.py:425: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=71` in the `DataLoader` to improve performance.
`Trainer.fit` stopped: `max_epochs=5` reached.
GPU available: False, used: False
TPU available: False, using: 0 TPU cores
HPU available: False, using: 0 HPUs
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/torch/optim/lr_scheduler.py:62: UserWarning: The verbose parameter is deprecated. Please use get_last_lr() to access the learning rate.
warnings.warn(
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/lightning/pytorch/core/optimizer.py:317: The lr scheduler dict contains the key(s) ['monitor'], but the keys will be ignored. You need to call `lr_scheduler.step()` manually in manual optimization.
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/lightning/pytorch/trainer/connectors/data_connector.py:425: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=71` in the `DataLoader` to improve performance.
/var/cache/basilisk/1.21.5/scviR/1.9.11/bsklenv/lib/python3.10/site-packages/lightning/pytorch/trainer/connectors/data_connector.py:425: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=71` in the `DataLoader` to improve performance.
`Trainer.fit` stopped: `max_epochs=50` reached.
The magick package is required to crop "/home/biocbuild/bbs-3.22-bioc/meat/scviR.Rcheck/vign_test/scviR/vignettes/new_citeseq_files/figure-html/lkelb-1.png" but not available.
--- finished re-building ‘new_citeseq.Rmd’
--- re-building ‘scviR.Rmd’ using rmarkdown
--- finished re-building ‘scviR.Rmd’
SUMMARY: processing the following file failed:
‘compch12.Rmd’
Error: Vignette re-building failed.
Execution halted
* checking PDF version of manual ... OK
* DONE
Status: 2 ERRORs, 1 NOTE
See
‘/home/biocbuild/bbs-3.22-bioc/meat/scviR.Rcheck/00check.log’
for details.
scviR.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL scviR ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’ * installing *source* package ‘scviR’ ... ** this is package ‘scviR’ version ‘1.9.11’ ** using staged installation ** R ** data ** 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 ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (scviR)
scviR.Rcheck/tests/test.Rout
R version 4.5.1 Patched (2025-08-23 r88802) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu
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(scviR)
Loading required package: basilisk
Loading required package: reticulate
Loading required package: shiny
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("scviR")
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 2 ]
>
> proc.time()
user system elapsed
17.410 0.881 18.280
scviR.Rcheck/scviR-Ex.timings
| name | user | system | elapsed | |
| MuDataR | 3.791 | 0.571 | 4.193 | |
| adtProfiles | 3.959 | 0.345 | 4.305 | |
| anndataR | 0.004 | 0.000 | 0.004 | |
| cacheCiteseq5k10kPbmcs | 0.253 | 0.004 | 0.261 | |
| cacheCiteseq5k10kTutvae | 0 | 0 | 0 | |
| cacheCiteseqHDPmodel | 0.351 | 0.024 | 0.378 | |
| exploreSubcl | 0.000 | 0.000 | 0.001 | |
| getCh12AllSce | 4.475 | 0.253 | 4.727 | |