Back to Multiple platform build/check report for BioC 3.22:   simplified   long
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This page was generated on 2025-10-31 12:04 -0400 (Fri, 31 Oct 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4901
lconwaymacOS 12.7.6 Montereyx86_644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4691
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4637
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 1345/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
MOFA2 1.20.0  (landing page)
Ricard Argelaguet
Snapshot Date: 2025-10-30 13:45 -0400 (Thu, 30 Oct 2025)
git_url: https://git.bioconductor.org/packages/MOFA2
git_branch: RELEASE_3_22
git_last_commit: 4dd4d60
git_last_commit_date: 2025-10-29 11:03:35 -0400 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    WARNINGS  UNNEEDED, same version is already published
lconwaymacOS 12.7.6 Monterey / x86_64  OK    OK    WARNINGS    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    ERROR  skippedskipped


CHECK results for MOFA2 on lconway

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.

raw results


Summary

Package: MOFA2
Version: 1.20.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:MOFA2.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings MOFA2_1.20.0.tar.gz
StartedAt: 2025-10-30 22:26:23 -0400 (Thu, 30 Oct 2025)
EndedAt: 2025-10-30 22:30:34 -0400 (Thu, 30 Oct 2025)
EllapsedTime: 251.6 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: MOFA2.Rcheck
Warnings: 1

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:MOFA2.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings MOFA2_1.20.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/MOFA2.Rcheck’
* using R version 4.5.1 Patched (2025-09-10 r88807)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘MOFA2/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘MOFA2’ version ‘1.20.0’
* 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 ‘/Users/biocbuild/bbs-3.22-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 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 ... NOTE
checkRd: (-1) calculate_contribution_scores.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) calculate_contribution_scores.Rd:37: Lost braces in \itemize; meant \describe ?
checkRd: (-1) calculate_contribution_scores.Rd:38: Lost braces in \itemize; meant \describe ?
checkRd: (-1) correlate_factors_with_covariates.Rd:24-25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) correlate_factors_with_covariates.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_mofa.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_mofa.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_mofa.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_mofa.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_mofa.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_data_options.Rd:24-25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_data_options.Rd:26-27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_data_options.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_model_options.Rd:24-25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_model_options.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_model_options.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_model_options.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_model_options.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_model_options.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_stochastic_options.Rd:25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_stochastic_options.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_stochastic_options.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_stochastic_options.Rd:31: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:24-25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:26-27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:31: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:32: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:33: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_default_training_options.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_expectations.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) get_expectations.Rd:20: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) impute.Rd:24: Lost braces; missing escapes or markup?
    24 | \item \strong{response}:{gives mean for gaussian and poisson and probabilities for bernoulli.}
       |                         ^
checkRd: (-1) impute.Rd:25: Lost braces; missing escapes or markup?
    25 | \item \strong{link}: {gives the linear predictions.}
       |                      ^
checkRd: (-1) impute.Rd:26: Lost braces; missing escapes or markup?
    26 | \item \strong{inRange}: {rounds the fitted values from "terms" for integer-valued distributions to the next integer (default).}
       |                         ^
* 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 ... WARNING
Codoc mismatches from Rd file 'create_mofa_from_Seurat.Rd':
create_mofa_from_Seurat
  Code: function(seurat, groups = NULL, assays = NULL, layer = "data",
                 features = NULL, extract_metadata = FALSE)
  Docs: function(seurat, groups = NULL, assays = NULL, slot =
                 "scale.data", features = NULL, extract_metadata =
                 FALSE)
  Argument names in code not in docs:
    layer
  Argument names in docs not in code:
    slot
  Mismatches in argument names:
    Position: 4 Code: layer Docs: slot

* 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: 1 WARNING, 4 NOTEs
See
  ‘/Users/biocbuild/bbs-3.22-bioc/meat/MOFA2.Rcheck/00check.log’
for details.


Installation output

MOFA2.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL MOFA2
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library’
* installing *source* package ‘MOFA2’ ...
** this is package ‘MOFA2’ version ‘1.20.0’
** 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 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin20

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 
 13.623   0.794  14.460 

Example timings

MOFA2.Rcheck/MOFA2-Ex.timings

nameusersystemelapsed
add_mofa_factors_to_seurat0.0040.0000.004
calculate_contribution_scores0.2440.0200.272
calculate_variance_explained2.6150.1222.742
calculate_variance_explained_per_sample0.1640.0140.183
cluster_samples0.1710.0140.187
compare_elbo0.2950.0200.317
compare_factors0.3600.0280.392
covariates_names0.2300.0170.250
create_mofa1.1540.0471.201
create_mofa_from_df1.0810.0631.146
create_mofa_from_matrix0.0080.0000.008
factors_names0.1450.0080.153
features_metadata0.1440.0340.178
features_names0.1530.0470.202
get_covariates0.1420.0110.154
get_data0.4380.0360.477
get_default_data_options0.4790.0470.527
get_default_mefisto_options0.1040.0100.113
get_default_model_options0.5030.0430.546
get_default_stochastic_options0.5100.0440.555
get_default_training_options1.0710.0651.138
get_dimensions0.1340.0130.149
get_elbo0.1550.0120.167
get_expectations0.1370.0110.149
get_factors0.1670.0130.180
get_imputed_data0.1800.0180.198
get_lengthscales0.1780.0130.193
get_scales0.1470.0130.160
get_variance_explained0.1490.0090.158
get_weights0.1930.0210.216
groups_names0.1480.0080.156
impute0.1770.0130.190
interpolate_factors0.2120.0180.231
load_model0.1520.0080.160
make_example_data0.0030.0000.003
plot_ascii_data0.1560.0100.166
plot_data_heatmap0.2060.0160.224
plot_data_overview0.3380.0130.352
plot_data_scatter2.3830.0712.464
plot_data_vs_cov0.6240.0170.643
plot_dimred4.1890.0604.233
plot_factor1.6930.0211.722
plot_factor_cor0.1340.0080.142
plot_factors0.9530.0240.980
plot_factors_vs_cov0.5560.0130.569
plot_group_kernel0.4120.0110.424
plot_interpolation_vs_covariate0.6280.0120.642
plot_smoothness0.1620.0080.171
plot_top_weights1.7820.0331.819
plot_variance_explained1.7830.0351.823
plot_variance_explained_by_covariates1.2640.0221.290
plot_variance_explained_per_feature0.4290.0110.441
plot_weights2.5620.0442.610
plot_weights_heatmap0.3120.0180.336
plot_weights_scatter0.3860.0130.400
predict0.1630.0090.173
prepare_mofa0.5200.0400.566
run_mofa0.6500.0570.710
run_tsne0.2050.0340.242
run_umap0.1570.0090.166
samples_metadata0.1670.0130.180
samples_names0.1750.0140.191
set_covariates0.0350.0000.035
subset_factors0.2370.0230.265
subset_groups0.1860.0300.246
subset_samples0.1830.0250.215
subset_views0.1890.0100.201
views_names0.1710.0100.184