Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-03-12 11:34 -0400 (Thu, 12 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences" 4806
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences" 4049
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 1950/2360HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
scrapper 1.5.15  (landing page)
Aaron Lun
Snapshot Date: 2026-03-11 13:40 -0400 (Wed, 11 Mar 2026)
git_url: https://git.bioconductor.org/packages/scrapper
git_branch: devel
git_last_commit: f6f0e94
git_last_commit_date: 2026-03-09 10:55:44 -0400 (Mon, 09 Mar 2026)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    WARNINGS  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    WARNINGS    ERROR  
See other builds for scrapper in R Universe.


CHECK results for scrapper on kjohnson3

To the developers/maintainers of the scrapper package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/scrapper.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: scrapper
Version: 1.5.15
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:scrapper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings scrapper_1.5.15.tar.gz
StartedAt: 2026-03-11 20:24:24 -0400 (Wed, 11 Mar 2026)
EndedAt: 2026-03-11 20:27:17 -0400 (Wed, 11 Mar 2026)
EllapsedTime: 173.2 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: scrapper.Rcheck
Warnings: 1

Command output

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### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:scrapper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings scrapper_1.5.15.tar.gz
###
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* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/scrapper.Rcheck’
* using R Under development (unstable) (2026-03-01 r89506)
* 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 Sonoma 14.8.3
* using session charset: UTF-8
* current time: 2026-03-12 00:24:25 UTC
* using option ‘--no-vignettes’
* checking for file ‘scrapper/DESCRIPTION’ ... OK
* this is package ‘scrapper’ version ‘1.5.15’
* 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 ‘scrapper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.3.9.4)’
* used SDK: ‘MacOSX14.4.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 ... NOTE
Versioned 'LinkingTo' value for ‘assorthead’ is only usable in R >= 3.0.2
'LinkingTo' for ‘Rigraphlib’ is unused as it has no 'include' directory
* 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 whether startup messages can be suppressed ... 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 ... 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 ... WARNING
Note: information on .o files is not available
File ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library/scrapper/libs/scrapper.so’:
  Found ‘___assert_rtn’, possibly from ‘assert’ (C)
  Found ‘___sprintf_chk’, possibly from ‘sprintf’ (C)
  Found ‘___stderrp’, possibly from ‘stderr’ (C)
  Found ‘___stdoutp’, possibly from ‘stdout’ (C)
  Found ‘_abort’, possibly from ‘abort’ (C)
  Found ‘_printf’, possibly from ‘printf’ (C)
  Found ‘_putchar’, possibly from ‘putchar’ (C)
  Found ‘_sprintf’, possibly from ‘sprintf’ (C)

Compiled code should not call entry points which might terminate R nor
write to stdout/stderr instead of to the console, nor use Fortran I/O
nor system RNGs nor [v]sprintf. The detected symbols are linked into
the code but might come from libraries and not actually be called.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                         user system elapsed
aggregateAcrossCells.se 6.693  0.163   7.390
analyze.se              3.737  0.062   7.733
* 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/scrapper.Rcheck/00check.log’
for details.


Installation output

scrapper.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’
* installing *source* package ‘scrapper’ ...
** this is package ‘scrapper’ version ‘1.5.15’
** using staged installation
** libs
specified C++17
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.3.9.4)’
using C++17
using SDK: ‘MacOSX14.4.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c adt_quality_control.cpp -o adt_quality_control.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c aggregate_across_genes.cpp -o aggregate_across_genes.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c build_snn_graph.cpp -o build_snn_graph.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c center_size_factors.cpp -o center_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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c choose_highly_variable_genes.cpp -o choose_highly_variable_genes.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c choose_pseudo_count.cpp -o choose_pseudo_count.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c cluster_graph.cpp -o cluster_graph.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c cluster_kmeans.cpp -o cluster_kmeans.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c combine_factors.cpp -o combine_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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c compute_block_weights.cpp -o compute_block_weights.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c compute_clrm1_factors.cpp -o compute_clrm1_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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c correct_mnn.cpp -o correct_mnn.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c crispr_quality_control.cpp -o crispr_quality_control.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_variance_trend.cpp -o fit_variance_trend.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c model_gene_variances.cpp -o model_gene_variances.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c normalize_counts.cpp -o normalize_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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c rna_quality_control.cpp -o rna_quality_control.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c run_pca.cpp -o run_pca.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c run_tsne.cpp -o run_tsne.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c run_umap.cpp -o run_umap.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c sanitize_size_factors.cpp -o sanitize_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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c scale_by_neighbors.cpp -o scale_by_neighbors.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c score_gene_set.cpp -o score_gene_set.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c score_markers.cpp -o score_markers.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c set_executor.cpp -o set_executor.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c subsample_by_neighbors.cpp -o subsample_by_neighbors.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c summarize_effects.cpp -o summarize_effects.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/Rigraphlib/igraph/include/igraph' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/assorthead/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/beachmat/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BiocNeighbors/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c test_enrichment.cpp -o test_enrichment.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 scrapper.so RcppExports.o adt_quality_control.o aggregate_across_cells.o aggregate_across_genes.o build_snn_graph.o center_size_factors.o choose_highly_variable_genes.o choose_pseudo_count.o cluster_graph.o cluster_kmeans.o combine_factors.o compute_block_weights.o compute_clrm1_factors.o correct_mnn.o crispr_quality_control.o fit_variance_trend.o model_gene_variances.o normalize_counts.o rna_quality_control.o run_pca.o run_tsne.o run_umap.o sanitize_size_factors.o scale_by_neighbors.o score_gene_set.o score_markers.o set_executor.o subsample_by_neighbors.o summarize_effects.o test_enrichment.o /Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rigraphlib/igraph/lib/libigraph.a -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-scrapper/00new/scrapper/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 (scrapper)

Tests output

scrapper.Rcheck/tests/testthat.Rout


R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23

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You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

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Type 'contributors()' for more information and
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> library(testthat)
> library(scrapper)
> test_check("scrapper")
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 1316 ]
> 
> proc.time()
   user  system elapsed 
 18.758   0.541  67.574 

Example timings

scrapper.Rcheck/scrapper-Ex.timings

nameusersystemelapsed
LogNormalizedMatrix0.0380.0020.040
adt_quality_control0.0900.0010.096
aggregateAcrossCells0.0120.0010.013
aggregateAcrossCells.se6.6930.1637.390
aggregateAcrossGenes0.0090.0010.011
aggregateAcrossGenes.se1.2530.0841.439
analyze1.0750.0533.640
analyze.se3.7370.0627.733
buildSnnGraph0.1180.0020.121
centerSizeFactors0.0010.0000.001
chooseHighlyVariableGenes0.0010.0000.001
choosePseudoCount000
chooseRnaHvgs.se0.2650.0110.282
clusterGraph0.4070.0040.413
clusterGraph.se0.9020.0140.933
clusterKmeans0.0010.0000.000
clusterKmeans.se0.0120.0000.013
combineFactors0.0050.0000.006
computeBlockWeights000
computeClrm1Factors0.0070.0010.008
correctMnn0.2650.0010.280
correctMnn.se0.4800.0210.520
countGroupsByBlock0.0010.0010.002
crispr_quality_control0.0100.0010.010
fitVarianceTrend0.2500.0040.258
getTestData.se3.6430.1814.197
modelGeneVariances0.0280.0020.029
normalizeAdtCounts.se0.1420.0070.159
normalizeCounts0.0120.0010.016
normalizeCrisprCounts.se0.7630.0360.834
normalizeRnaCounts.se0.0840.0050.096
quickAdtQc.se0.0770.0050.082
quickCrisprQc.se0.0760.0050.087
quickRnaQc.se0.1820.0050.198
rna_quality_control0.0200.0010.022
runAllNeighborSteps0.0530.0052.378
runAllNeighborSteps.se0.7490.0113.140
runPca0.0350.0010.037
runPca.se0.6120.0230.642
runTsne0.0800.0010.084
runTsne.se0.8680.0100.921
runUmap0.1400.0010.143
runUmap.se0.5880.0080.596
sanitizeSizeFactors0.0010.0000.000
scaleByNeighbors0.0540.0010.055
scaleByNeighbors.se1.6370.0241.680
scoreGeneSet0.0110.0010.011
scoreGeneSet.se0.4310.0660.501
scoreMarkers0.1080.0530.169
scoreMarkers.se2.1020.0142.152
subsampleByNeighbors0.7840.0040.795
summarizeEffects0.0280.0020.029
testEnrichment0.0030.0000.002