Back to Build/check report for BioC 3.22:   simplified   long
ABCDEFGHIJKL[M]NOPQRSTUVWXYZ

This page was generated on 2026-03-11 11:57 -0400 (Wed, 11 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4892
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 1170/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
maaslin3 1.2.0  (landing page)
William Nickols
Snapshot Date: 2026-03-10 13:45 -0400 (Tue, 10 Mar 2026)
git_url: https://git.bioconductor.org/packages/maaslin3
git_branch: RELEASE_3_22
git_last_commit: 9669f95
git_last_commit_date: 2025-10-29 11:33:46 -0400 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
See other builds for maaslin3 in R Universe.


CHECK results for maaslin3 on nebbiolo2

To the developers/maintainers of the maaslin3 package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/maaslin3.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: maaslin3
Version: 1.2.0
Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:maaslin3.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings maaslin3_1.2.0.tar.gz
StartedAt: 2026-03-11 00:49:10 -0400 (Wed, 11 Mar 2026)
EndedAt: 2026-03-11 01:10:49 -0400 (Wed, 11 Mar 2026)
EllapsedTime: 1298.5 seconds
RetCode: 0
Status:   OK  
CheckDir: maaslin3.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:maaslin3.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings maaslin3_1.2.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/maaslin3.Rcheck’
* using R version 4.5.2 (2025-10-31)
* 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 ‘maaslin3/DESCRIPTION’ ... OK
* this is package ‘maaslin3’ version ‘1.2.0’
* 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 ‘maaslin3’ 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 files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                                     user system elapsed
maaslin_plot_results               44.201  0.409  44.579
maaslin_plot_results_from_output   43.456  0.392  43.855
maaslin3                           20.594  0.499  21.095
maaslin_contrast_test              18.699  0.282  18.982
maaslin_write_results_lefse_format 14.750  0.093  14.847
maaslin_write_results              13.669  0.237  13.909
maaslin_fit                        12.698  0.222  12.921
* 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 re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: OK


Installation output

maaslin3.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL maaslin3
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’
* installing *source* package ‘maaslin3’ ...
** this is package ‘maaslin3’ version ‘1.2.0’
** using staged installation
** 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
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (maaslin3)

Tests output

maaslin3.Rcheck/tests/testthat.Rout


R version 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
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(maaslin3)
> 
> test_check("maaslin3")
2026-03-11 00:55:26.514639 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:55:26.601447 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:55:26.698694 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:55:26.721226 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:55:26.756413 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:55:26.83177 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:55:26.844163 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:55:26.856081 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:55:26.94968 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:55:26.95535 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:55:27.006038 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:55:27.054165 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:55:27.065801 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:55:27.106407 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:55:27.174563 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:55:42.850818 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:55:42.924238 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:55:42.998149 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:55:43.019261 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:55:43.052475 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:55:43.139722 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:55:43.145242 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:55:43.157112 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:55:43.252532 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:55:43.257927 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:55:43.307304 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:55:43.348137 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:55:43.360122 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:55:43.40064 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:55:43.467926 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:56:07.91171 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:56:07.994859 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:56:08.074378 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:56:08.097366 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:56:08.132636 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:56:08.209891 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:56:08.215497 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:56:08.227702 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:56:08.326589 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:56:08.332429 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:56:08.383524 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:56:08.425124 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:56:08.437753 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:56:08.480773 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:56:08.555892 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:56:21.478907 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:56:21.578173 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:56:21.649759 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:56:21.670555 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:56:21.704086 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:56:21.778306 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:56:21.783604 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:56:21.795193 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:56:21.887504 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:56:21.892886 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:56:21.940803 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:56:21.980252 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:56:21.992182 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:56:22.031943 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:56:22.100061 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:56:22.30165 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/residuals_linear.rds
2026-03-11 00:56:22.363936 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/fitted_linear.rds
2026-03-11 00:56:22.431556 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/residuals_logistic.rds
2026-03-11 00:56:22.735269 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/fitted_logistic.rds
2026-03-11 00:56:44.943444 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:56:45.023855 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:56:45.13221 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:56:45.153811 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:56:45.188159 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:56:45.2653 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:56:45.270969 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:56:45.283292 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:56:45.380471 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:56:45.386118 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:56:45.436901 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:56:45.476522 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:56:45.488132 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:56:45.527754 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:56:45.595824 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:56:57.533247 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:56:57.615774 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:56:57.69459 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:56:57.718005 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:56:57.755408 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:56:57.833681 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:56:57.839185 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:56:57.851437 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:56:57.950162 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:56:57.955825 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:56:58.006717 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:56:58.048351 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:56:58.060756 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:56:58.102544 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:56:58.173087 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:56:58.375376 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/residuals_linear.rds
2026-03-11 00:56:58.436493 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/fitted_linear.rds
2026-03-11 00:56:58.499461 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/residuals_logistic.rds
2026-03-11 00:56:58.798778 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/fitted_logistic.rds
2026-03-11 00:57:20.441882 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:57:20.524614 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:57:20.605733 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:57:20.630824 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:57:20.669772 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:57:20.778204 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:57:20.78404 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:57:20.79782 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:57:20.898814 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:57:20.90434 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:57:20.954771 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:57:20.996032 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:57:21.008337 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:57:21.051125 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:57:21.123854 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:57:33.132702 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:57:33.20927 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:57:33.285513 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:57:33.307662 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:57:33.342836 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:57:33.41981 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:57:33.425362 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:57:33.4373 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:57:33.534047 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:57:33.539644 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:57:33.58921 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:57:33.630454 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:57:33.642702 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:57:33.68485 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:57:33.757636 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:57:33.966666 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/residuals_linear.rds
2026-03-11 00:57:34.028645 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/fitted_linear.rds
2026-03-11 00:57:34.092414 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/residuals_logistic.rds
2026-03-11 00:57:34.393929 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d471dd6ad/fits/fitted_logistic.rds
2026-03-11 00:57:55.944751 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:57:56.02161 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:57:56.099503 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:57:56.121574 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:57:56.156424 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:57:56.234854 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:57:56.240829 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:57:56.25342 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:57:56.353596 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:57:56.359383 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:57:56.413166 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:57:56.457608 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:57:56.471157 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:57:56.516893 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:57:56.597946 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:58:08.166992 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 00:58:08.243792 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 00:58:08.318567 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 00:58:08.340974 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 00:58:08.377048 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 00:58:08.455455 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 00:58:08.460888 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 00:58:08.47308 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 00:58:08.570439 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 00:58:08.576387 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 00:58:08.630242 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 00:58:08.67119 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 00:58:08.683225 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 00:58:08.7247 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 00:58:08.796899 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 00:58:32.83182 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 00:58:42.882631 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 00:59:07.680827 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 00:59:17.399448 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 00:59:18.016757 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/residuals_linear.rds
2026-03-11 00:59:18.078556 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/fitted_linear.rds
2026-03-11 00:59:18.117325 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/residuals_logistic.rds
2026-03-11 00:59:18.186345 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/fitted_logistic.rds
2026-03-11 00:59:41.778794 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 00:59:48.09165 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 00:59:48.405294 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/residuals_linear.rds
2026-03-11 00:59:48.468925 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/fitted_linear.rds
2026-03-11 00:59:48.5085 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/residuals_logistic.rds
2026-03-11 00:59:48.580204 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/fitted_logistic.rds
2026-03-11 01:00:07.161394 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 01:00:13.503143 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 01:00:13.830863 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/residuals_linear.rds
2026-03-11 01:00:13.892792 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/fitted_linear.rds
2026-03-11 01:00:13.931529 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/residuals_logistic.rds
2026-03-11 01:00:14.000355 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/fitted_logistic.rds
2026-03-11 01:00:32.361866 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 01:00:32.443459 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 01:00:32.525581 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 01:00:32.550063 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 01:00:32.589234 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 01:00:32.71692 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 01:00:32.723224 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 01:00:32.736707 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 01:00:32.84188 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 01:00:32.8481 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 01:00:32.902663 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 01:00:32.944901 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 01:00:32.957264 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 01:00:33.000698 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 01:00:33.07409 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 01:00:44.878625 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 01:00:44.958918 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 01:00:45.038665 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 01:00:45.063911 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 01:00:45.10137 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 01:00:45.181179 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 01:00:45.186899 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 01:00:45.199525 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 01:00:45.303539 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 01:00:45.310323 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 01:00:45.365522 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 01:00:45.408728 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 01:00:45.421858 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 01:00:45.463475 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 01:00:45.567064 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 01:00:45.803277 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/residuals_linear.rds
2026-03-11 01:00:45.864454 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/fitted_linear.rds
2026-03-11 01:00:45.92782 WARNING::Deleting existing residuals file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/residuals_logistic.rds
2026-03-11 01:00:46.226974 WARNING::Deleting existing fitted file: /tmp/Rtmp4eCto5/file3e3a6d3f180778/fits/fitted_logistic.rds
2026-03-11 01:01:07.71775 ERROR::Please select a normalization from the list of available options : TSS, CLR, NONE
2026-03-11 01:01:07.736496 ERROR::Please select a transform from the list of available options : LOG, PLOG, NONE
2026-03-11 01:01:07.74933 ERROR::Please select a correction method from the list of available options : BH, holm, hochberg, hommel, bonferroni, BY
2026-03-11 01:01:07.809998 ERROR::No fixed, group, or
                        ordered effects included in formula.
2026-03-11 01:01:07.828357 ERROR::Effect name not found in metadata: d
2026-03-11 01:01:07.841821 ERROR::No user formula provided
2026-03-11 01:01:07.873542 ERROR::Effect name not found in metadata so not applied to formula as random effect: d
2026-03-11 01:01:07.885222 ERROR::No fixed/group/ordered/
                        feature-specific effects provided.
2026-03-11 01:01:10.678527 INFO::Writing function arguments to log file
2026-03-11 01:01:10.692892 INFO::Verifying options selected are valid
2026-03-11 01:01:13.049749 INFO::Writing function arguments to log file
2026-03-11 01:01:13.061985 INFO::Verifying options selected are valid
2026-03-11 01:01:13.063072 INFO::Determining format of input files
2026-03-11 01:01:13.064024 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-11 01:01:13.066337 INFO::Running selected normalization method: TSS
2026-03-11 01:01:13.067818 INFO::Creating output feature tables folder
2026-03-11 01:01:13.06879 INFO::Writing normalized data to file /tmp/Rtmp4eCto5/file3e3a6d478edf76/features/data_norm.tsv
2026-03-11 01:01:13.070277 INFO::Filter data based on min abundance, min prevalence, and max prevalence
2026-03-11 01:01:13.071162 INFO::Total samples in data: 16
2026-03-11 01:01:13.072017 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2026-03-11 01:01:13.072871 INFO::Max samples allowed with min abundance for a feature not to be filtered: 16.160000
2026-03-11 01:01:13.074768 INFO::Total filtered features: 0
2026-03-11 01:01:13.075725 INFO::Filtered feature names from abundance, min prevalence, and max prevalence filtering:
2026-03-11 01:01:13.076879 INFO::Total features filtered by non-zero variance filtering: 0
2026-03-11 01:01:13.077824 INFO::Filtered feature names from variance filtering:
2026-03-11 01:01:13.078695 INFO::Writing filtered data to file /tmp/Rtmp4eCto5/file3e3a6d478edf76/features/filtered_data.tsv
2026-03-11 01:01:13.080149 INFO::Running selected transform method: LOG
2026-03-11 01:01:13.08133 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp4eCto5/file3e3a6d478edf76/features/data_transformed.tsv
2026-03-11 01:01:13.082952 INFO::Applying z-score to standardize continuous metadata
2026-03-11 01:01:13.087446 INFO::Running the linear model component
2026-03-11 01:01:13.101377 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:13.105938 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:13.110277 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:13.117573 INFO::Counting total values for each feature
2026-03-11 01:01:13.119459 INFO::Running the logistic model component
2026-03-11 01:01:13.133368 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:13.139989 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:13.14612 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:13.155127 INFO::Counting total values for each feature
2026-03-11 01:01:13.157384 INFO::Re-running abundances for warn_prevalence
2026-03-11 01:01:13.158336 INFO::Running selected normalization method: TSS
2026-03-11 01:01:13.159838 INFO::Running selected transform method: LOG
2026-03-11 01:01:13.173968 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:13.178545 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:13.182794 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:13.26366 INFO::Creating fits folder
2026-03-11 01:01:13.26498 INFO::Writing residuals to file /tmp/Rtmp4eCto5/file3e3a6d478edf76/fits/residuals_linear.rds
2026-03-11 01:01:13.266191 INFO::Writing fitted values to file /tmp/Rtmp4eCto5/file3e3a6d478edf76/fits/fitted_linear.rds
2026-03-11 01:01:13.267412 INFO::Writing residuals to file /tmp/Rtmp4eCto5/file3e3a6d478edf76/fits/residuals_logistic.rds
2026-03-11 01:01:13.268618 INFO::Writing fitted values to file /tmp/Rtmp4eCto5/file3e3a6d478edf76/fits/fitted_logistic.rds
2026-03-11 01:01:13.270993 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /tmp/Rtmp4eCto5/file3e3a6d478edf76/all_results.tsv
2026-03-11 01:01:13.272671 INFO::Writing the significant results without errors (those which have joint q-values less than or equal to the threshold of 0.100000 ) to file (ordered by increasing individual q-values): /tmp/Rtmp4eCto5/file3e3a6d478edf76/significant_results.tsv
2026-03-11 01:01:13.274021 INFO::Creating output figures folder
2026-03-11 01:01:13.275393 INFO::Writing summary plot of significant
                        results to file: /tmp/Rtmp4eCto5/file3e3a6d478edf76/figures/summary_plot.pdf
2026-03-11 01:01:14.879256 INFO::Writing association plots (one for each significant association) to output folder: /tmp/Rtmp4eCto5/file3e3a6d478edf76/figures
2026-03-11 01:01:14.881126 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-11 01:01:14.886149 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-11 01:01:15.422117 INFO::Writing summary plot of
                        significant results to file: /tmp/Rtmp4eCto5/file3e3a6d478edf76/figures/summary_plot.pdf
2026-03-11 01:01:17.009727 INFO::Writing association plots (one for each significant association) to output folder: /tmp/Rtmp4eCto5/file3e3a6d478edf76/figures
2026-03-11 01:01:17.011321 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-11 01:01:17.016383 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-11 01:01:17.560712 INFO::Running the linear model component
2026-03-11 01:01:17.570874 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:17.575871 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:17.580453 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:17.588525 INFO::Counting total values for each feature
2026-03-11 01:01:17.590315 INFO::Running the logistic model component
2026-03-11 01:01:17.599182 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:17.606154 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:17.612809 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:17.622991 INFO::Counting total values for each feature
2026-03-11 01:01:17.625228 INFO::Re-running abundances for warn_prevalence
2026-03-11 01:01:17.626091 INFO::Running selected normalization method: TSS
2026-03-11 01:01:17.627526 INFO::Running selected transform method: LOG
2026-03-11 01:01:17.636704 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:17.64122 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:17.645436 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:17.726687 INFO::Creating output folder
2026-03-11 01:01:17.727705 INFO::Creating output figures folder
2026-03-11 01:01:17.728953 INFO::Writing summary plot of significant
                        results to file: /tmp/Rtmp4eCto5/file3e3a6d5620ca2a/figures/summary_plot.pdf
2026-03-11 01:01:19.372593 INFO::Writing association plots (one for each significant association) to output folder: /tmp/Rtmp4eCto5/file3e3a6d5620ca2a/figures
2026-03-11 01:01:19.374267 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-11 01:01:19.379244 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-11 01:01:20.336495 INFO::Applying z-score to standardize continuous metadata
2026-03-11 01:01:20.344019 INFO::Factor detected for categorial metadata 'c'. Using as-is.
2026-03-11 01:01:20.345022 INFO::Bypass z-score application to metadata
2026-03-11 01:01:20.347692 INFO::Bypass z-score application to metadata
2026-03-11 01:01:20.366645 INFO::Determining format of input files
2026-03-11 01:01:20.367591 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-11 01:01:20.368403 INFO::Input format is data samples as rows and feature_specific_covariate samples as rows
2026-03-11 01:01:20.375621 INFO::Determining format of input files
2026-03-11 01:01:20.376601 INFO::Input format is data samples as columns and metadata samples as rows
2026-03-11 01:01:20.377845 INFO::Input format is feature_specific_covariate samples as columns
2026-03-11 01:01:20.385794 INFO::Determining format of input files
2026-03-11 01:01:20.386728 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-11 01:01:20.387738 INFO::Input format is feature_specific_covariate samples as columns
2026-03-11 01:01:20.389351 INFO::The following samples were found to have metadata but no features (or feature specific covariates if applicable). They will be removed. sample1
2026-03-11 01:01:20.390116 INFO::The following samples were found to have feature specific covariates but no features or no metadata. They will be removed. sample1
2026-03-11 01:01:20.401728 INFO::Running selected transform method: LOG
2026-03-11 01:01:20.402972 INFO::Creating output feature tables folder
2026-03-11 01:01:20.403898 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp4eCto5/file3e3a6d4a9cc1d3/features/data_transformed.tsv
2026-03-11 01:01:20.408331 INFO::Running selected transform method: LOG
2026-03-11 01:01:20.409457 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp4eCto5/file3e3a6d4a9cc1d3/features/data_transformed.tsv
2026-03-11 01:01:20.413738 INFO::Running selected transform method: PLOG
2026-03-11 01:01:20.426154 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp4eCto5/file3e3a6d4a9cc1d3/features/data_transformed.tsv
2026-03-11 01:01:20.429451 INFO::Running selected transform method: NONE
2026-03-11 01:01:20.430256 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp4eCto5/file3e3a6d4a9cc1d3/features/data_transformed.tsv
2026-03-11 01:01:20.438498 INFO::Running the linear model component
2026-03-11 01:01:20.447073 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:20.451303 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:20.455257 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:20.462033 INFO::Counting total values for each feature
2026-03-11 01:01:20.463648 INFO::Running the logistic model component
2026-03-11 01:01:20.472137 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:20.478266 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:20.484033 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:20.492631 INFO::Counting total values for each feature
2026-03-11 01:01:20.494583 INFO::Re-running abundances for warn_prevalence
2026-03-11 01:01:20.495324 INFO::Running selected normalization method: TSS
2026-03-11 01:01:20.49663 INFO::Running selected transform method: LOG
2026-03-11 01:01:20.50497 INFO::Fitting model to feature number 1, a
2026-03-11 01:01:20.509068 INFO::Fitting model to feature number 2, b
2026-03-11 01:01:20.512998 INFO::Fitting model to feature number 3, c
2026-03-11 01:01:20.588934 INFO::Creating output folder
2026-03-11 01:01:20.589947 INFO::Creating fits folder
2026-03-11 01:01:20.590779 INFO::Writing residuals to file /tmp/Rtmp4eCto5/file3e3a6d7d1bd32a/fits/residuals_linear.rds
2026-03-11 01:01:20.591742 INFO::Writing fitted values to file /tmp/Rtmp4eCto5/file3e3a6d7d1bd32a/fits/fitted_linear.rds
2026-03-11 01:01:20.592743 INFO::Writing residuals to file /tmp/Rtmp4eCto5/file3e3a6d7d1bd32a/fits/residuals_logistic.rds
2026-03-11 01:01:20.593737 INFO::Writing fitted values to file /tmp/Rtmp4eCto5/file3e3a6d7d1bd32a/fits/fitted_logistic.rds
2026-03-11 01:01:20.595936 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /tmp/Rtmp4eCto5/file3e3a6d7d1bd32a/all_results.tsv
2026-03-11 01:01:20.597391 INFO::Writing the significant results without errors (those which have joint q-values less than or equal to the threshold of 0.100000 ) to file (ordered by increasing individual q-values): /tmp/Rtmp4eCto5/file3e3a6d7d1bd32a/significant_results.tsv
[ FAIL 0 | WARN 16 | SKIP 0 | PASS 95 ]

[ FAIL 0 | WARN 16 | SKIP 0 | PASS 95 ]
> 
> 
> proc.time()
   user  system elapsed 
360.619   4.556 365.162 

Example timings

maaslin3.Rcheck/maaslin3-Ex.timings

nameusersystemelapsed
maaslin320.594 0.49921.095
maaslin_check_arguments0.1390.0010.140
maaslin_check_formula0.1370.0000.137
maaslin_compute_formula0.1670.0010.168
maaslin_contrast_test18.699 0.28218.982
maaslin_filter0.4210.0090.430
maaslin_fit12.698 0.22212.921
maaslin_log_arguments0.1300.0010.132
maaslin_normalize0.2640.0050.270
maaslin_plot_results44.201 0.40944.579
maaslin_plot_results_from_output43.456 0.39243.855
maaslin_process_metadata0.4330.0080.441
maaslin_read_data0.1270.0000.126
maaslin_reorder_data0.1290.0020.130
maaslin_transform0.5280.0100.538
maaslin_write_results13.669 0.23713.909
maaslin_write_results_lefse_format14.750 0.09314.847
preprocess_dna_mtx0.0030.0000.004
preprocess_taxa_mtx0.0040.0000.004