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This page was generated on 2026-05-06 11:34 -0400 (Wed, 06 May 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 RC (2026-04-17 r89917) -- "Because it was There" 4878
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4663
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 1348/2366HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
MOFA2 1.23.0  (landing page)
Ricard Argelaguet
Snapshot Date: 2026-05-05 13:45 -0400 (Tue, 05 May 2026)
git_url: https://git.bioconductor.org/packages/MOFA2
git_branch: devel
git_last_commit: db2a03c
git_last_commit_date: 2026-04-28 08:54:07 -0400 (Tue, 28 Apr 2026)
nebbiolo2Linux (Ubuntu 24.04.4 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  
See other builds for MOFA2 in R Universe.


CHECK results for MOFA2 on taishan

To the developers/maintainers of the MOFA2 package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/MOFA2.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.
- See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host.

raw results


Summary

Package: MOFA2
Version: 1.23.0
Command: /home/biocbuild/R/R/bin/R CMD check --install=check:MOFA2.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings MOFA2_1.23.0.tar.gz
StartedAt: 2026-05-05 12:04:48 -0000 (Tue, 05 May 2026)
EndedAt: 2026-05-05 12:09:45 -0000 (Tue, 05 May 2026)
EllapsedTime: 296.3 seconds
RetCode: 0
Status:   OK  
CheckDir: MOFA2.Rcheck
Warnings: 0

Command output

##############################################################################
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### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD check --install=check:MOFA2.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings MOFA2_1.23.0.tar.gz
###
##############################################################################
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* using log directory ‘/home/biocbuild/bbs-3.24-bioc/meat/MOFA2.Rcheck’
* using R version 4.5.0 (2025-04-11)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
    aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
    GNU Fortran (GCC) 14.2.0
* running under: openEuler 24.03 (LTS)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘MOFA2/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘MOFA2’ version ‘1.23.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘MOFA2’ can be installed ... NOTE
Found the following notes/warnings:
  Non-staged installation was used
See ‘/home/biocbuild/bbs-3.24-bioc/meat/MOFA2.Rcheck/00install.out’ for details.
* 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 ... NOTE
.plot_factors_vs_cov_1d: no visible binding for global variable
  ‘value.factor’
.plot_factors_vs_cov_1d: no visible binding for global variable
  ‘value_scaled’
.plot_factors_vs_cov_1d: no visible binding for global variable
  ‘value.covariate’
.plot_factors_vs_cov_1d: no visible binding for global variable ‘value’
.plot_factors_vs_cov_2d: no visible binding for global variable
  ‘value.factor’
.set_xax: no visible binding for global variable ‘value’
add_mofa_factors_to_seurat: no visible global function definition for
  ‘CreateDimReducObject’
create_mofa_from_SingleCellExperiment: no visible global function
  definition for ‘colData’
get_interpolated_factors: no visible binding for global variable ‘L1’
get_interpolated_factors: no visible binding for global variable ‘L2’
get_interpolated_factors: no visible binding for global variable
  ‘value’
get_interpolated_factors: no visible binding for global variable
  ‘covariate’
get_interpolated_factors: no visible binding for global variable
  ‘covariate_value’
get_interpolated_factors: no visible binding for global variable
  ‘sample_id’
interpolate_factors: no visible binding for global variable ‘.’
plot_alignment: no visible binding for global variable ‘group’
plot_alignment: no visible binding for global variable ‘value.warped’
plot_alignment: no visible binding for global variable
  ‘value.unaligned’
plot_contribution_scores: no visible binding for global variable ‘view’
plot_data_overview: no visible binding for global variable ‘view’
plot_data_overview: no visible binding for global variable ‘ptotal’
plot_data_overview: no visible binding for global variable ‘ntotal’
plot_data_overview: no visible binding for global variable ‘group’
plot_data_overview: no visible binding for global variable
  ‘group_label’
plot_dimred: no visible binding for global variable ‘.’
plot_enrichment_detailed: no visible binding for global variable
  ‘pathway’
plot_enrichment_detailed: no visible binding for global variable
  ‘feature.statistic’
plot_factors_vs_cov: no visible binding for global variable ‘E2’
plot_factors_vs_cov: no visible binding for global variable ‘value’
plot_interpolation_vs_covariate: no visible binding for global variable
  ‘variance’
plot_interpolation_vs_covariate: no visible binding for global variable
  ‘group’
plot_interpolation_vs_covariate: no visible binding for global variable
  ‘value.covariate’
plot_interpolation_vs_covariate: no visible binding for global variable
  ‘value.factor’
plot_interpolation_vs_covariate: no visible binding for global variable
  ‘ymin’
plot_interpolation_vs_covariate: no visible binding for global variable
  ‘ymax’
plot_sharedness: no visible binding for global variable ‘sharedness’
plot_sharedness: no visible binding for global variable ‘value’
plot_smoothness: no visible binding for global variable ‘value’
plot_smoothness: no visible binding for global variable ‘smoothness’
plot_top_weights: no visible binding for global variable ‘value’
plot_weights: no visible binding for global variable ‘value’
plot_weights: no visible binding for global variable ‘.’
summarise_factors: no visible binding for global variable ‘value’
summarise_factors: no visible binding for global variable ‘level’
summarise_factors: no visible binding for global variable ‘group’
Undefined global functions or variables:
  . CreateDimReducObject E2 L1 L2 colData covariate covariate_value
  feature.statistic group group_label level ntotal pathway ptotal
  sample_id sharedness smoothness value value.covariate value.factor
  value.unaligned value.warped value_scaled variance view ymax ymin
* 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:
  compare_elbo.Rd: ggplot
  load_model.Rd: HDF5Array, DelayedArray
  plot_data_overview.Rd: ggplot
  plot_data_scatter.Rd: ggplot
  plot_enrichment_heatmap.Rd: pheatmap
  plot_variance_explained.Rd: ggplot
  plot_variance_explained_by_covariates.Rd: ggplot
  plot_weights.Rd: ggplot
  plot_weights_heatmap.Rd: pheatmap
  run_mofa.Rd: reticulate
  run_tsne.Rd: Rtsne
  summarise_factors.Rd: ggplot
Please provide package anchors for all Rd \link{} targets not in the
package itself and the base packages.
Package unavailable to check Rd xrefs: ‘PCGSE’
* 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 shell scripts ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* 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: 3 NOTEs
See
  ‘/home/biocbuild/bbs-3.24-bioc/meat/MOFA2.Rcheck/00check.log’
for details.


Installation output

MOFA2.Rcheck/00install.out

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###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD INSTALL MOFA2
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/R/R-4.5.0/site-library’
* installing *source* package ‘MOFA2’ ...
** this is package ‘MOFA2’ version ‘1.23.0’
** using non-staged installation via StagedInstall field
** R
** inst
** byte-compile and prepare package for lazy loading
Creating a generic function for ‘rownames’ from package ‘base’ in package ‘MOFA2’
Creating a generic function for ‘colnames’ from package ‘base’ in package ‘MOFA2’
Creating a generic function for ‘nrow’ from package ‘base’ in package ‘MOFA2’
Creating a generic function for ‘ncol’ from package ‘base’ in package ‘MOFA2’
Creating a generic function for ‘rownames<-’ from package ‘base’ in package ‘MOFA2’
Creating a generic function for ‘colnames<-’ from package ‘base’ in package ‘MOFA2’
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (MOFA2)

Tests output

MOFA2.Rcheck/tests/testthat.Rout


R version 4.5.0 (2025-04-11) -- "How About a Twenty-Six"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-unknown-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(MOFA2)

Attaching package: 'MOFA2'

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

    predict

> 
> test_check("MOFA2")

               single_group 
                    100     
               ____________ 
              |            |
view_0  1000  |    100%    |
              |____________|
               ____________ 
              |            |
view_1  1000  |    100%    |
              |____________|

[ FAIL 0 | WARN 2 | SKIP 0 | PASS 25 ]

[ FAIL 0 | WARN 2 | SKIP 0 | PASS 25 ]
> 
> # setwd("/Users/rargelaguet/mofa/MOFA2/tests/testthat")
> 
> proc.time()
   user  system elapsed 
 16.436   0.644  17.112 

Example timings

MOFA2.Rcheck/MOFA2-Ex.timings

nameusersystemelapsed
add_mofa_factors_to_seurat0.0060.0000.006
calculate_contribution_scores0.2850.0160.316
calculate_variance_explained3.4270.1483.581
calculate_variance_explained_per_sample0.2250.0000.225
cluster_samples0.2170.0040.221
compare_elbo0.4100.0080.419
compare_factors0.5270.0000.528
covariates_names0.2740.0080.292
create_mofa1.0280.0201.052
create_mofa_from_df1.0030.0001.005
create_mofa_from_matrix0.0130.0000.014
factors_names0.1970.0040.201
features_metadata0.2070.0080.215
features_names0.2020.0040.207
get_covariates0.2500.0000.251
get_data0.4770.0080.486
get_default_data_options0.5430.0000.545
get_default_mefisto_options0.1080.0000.108
get_default_model_options1.0180.0001.020
get_default_stochastic_options0.5280.0040.532
get_default_training_options0.5290.0040.534
get_dimensions0.2040.0040.207
get_elbo0.1920.0080.200
get_expectations0.2000.0000.201
get_factors0.2000.0080.209
get_imputed_data0.2260.0000.225
get_lengthscales0.2430.0080.251
get_scales0.2410.0120.253
get_variance_explained0.2010.0000.201
get_weights0.2180.0120.231
groups_names0.1930.0040.197
impute0.2250.0000.225
interpolate_factors0.2650.0080.273
load_model0.1970.0000.197
make_example_data0.0030.0000.003
plot_ascii_data0.2150.0000.216
plot_data_heatmap0.2520.0080.260
plot_data_overview0.5040.0040.509
plot_data_scatter2.4630.0042.473
plot_data_vs_cov0.9270.0000.928
plot_dimred4.4500.0434.498
plot_factor2.6480.0082.661
plot_factor_cor0.2440.0040.248
plot_factors1.3880.0321.423
plot_factors_vs_cov0.9390.0150.956
plot_group_kernel0.6010.0040.606
plot_interpolation_vs_covariate1.0330.0041.039
plot_smoothness0.3320.0160.348
plot_top_weights1.6130.0001.617
plot_variance_explained2.9430.0482.997
plot_variance_explained_by_covariates2.0530.0122.069
plot_variance_explained_per_feature0.6580.0040.665
plot_weights3.9050.0283.941
plot_weights_heatmap0.4660.0040.472
plot_weights_scatter0.6580.0040.664
predict0.2400.0080.249
prepare_mofa0.5650.0080.575
run_mofa0.5980.0080.607
run_tsne0.2260.0000.227
run_umap0.2250.0040.229
samples_metadata0.2150.0080.223
samples_names0.2370.0040.243
set_covariates0.0340.0000.034
subset_factors0.2690.0040.273
subset_groups0.2330.0080.241
subset_samples0.2380.0120.250
subset_views0.2340.0000.235
views_names0.2270.0080.235