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This page was generated on 2025-11-28 11:38 -0500 (Fri, 28 Nov 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2025-10-20 r88955) -- "Unsuffered Consequences" 4866
lconwaymacOS 12.7.6 Montereyx86_64R Under development (unstable) (2025-10-21 r88958) -- "Unsuffered Consequences" 4614
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences" 4571
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 1155/2328HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
maaslin3 1.3.0  (landing page)
William Nickols
Snapshot Date: 2025-11-27 13:40 -0500 (Thu, 27 Nov 2025)
git_url: https://git.bioconductor.org/packages/maaslin3
git_branch: devel
git_last_commit: b274055
git_last_commit_date: 2025-10-29 11:33:46 -0500 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
lconwaymacOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published


CHECK results for maaslin3 on lconway

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: 1.3.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:maaslin3.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings maaslin3_1.3.0.tar.gz
StartedAt: 2025-11-28 02:35:59 -0500 (Fri, 28 Nov 2025)
EndedAt: 2025-11-28 02:50:22 -0500 (Fri, 28 Nov 2025)
EllapsedTime: 862.8 seconds
RetCode: 0
Status:   OK  
CheckDir: maaslin3.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:maaslin3.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings maaslin3_1.3.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/maaslin3.Rcheck’
* using R Under development (unstable) (2025-10-21 r88958)
* 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 Ventura 13.7.8
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘maaslin3/DESCRIPTION’ ... OK
* this is package ‘maaslin3’ version ‘1.3.0’
* 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 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_from_output   53.232  1.397  55.283
maaslin_plot_results               51.957  1.608  54.057
maaslin3                           23.548  1.095  24.883
maaslin_contrast_test              21.843  1.181  23.211
maaslin_write_results_lefse_format 16.915  0.722  17.725
maaslin_write_results              15.605  0.763  16.464
maaslin_fit                        14.738  0.623  15.461
* 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: OK


Installation output

maaslin3.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL maaslin3
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6-x86_64/Resources/library’
* installing *source* package ‘maaslin3’ ...
** this is package ‘maaslin3’ version ‘1.3.0’
** 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 Under development (unstable) (2025-10-21 r88958) -- "Unsuffered Consequences"
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(maaslin3)
> 
> test_check("maaslin3")
2025-11-28 02:43:24.785978 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:43:24.886569 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:43:25.026846 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:43:25.055329 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:43:25.107734 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:43:25.216939 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:43:25.238315 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:43:25.257922 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:43:25.389697 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:43:25.39797 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:43:25.472684 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:43:25.5459 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:43:25.564131 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:43:25.624132 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:43:25.722374 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:43:43.431771 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:43:43.535474 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:43:43.656476 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:43:43.684163 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:43:43.72899 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:43:43.839219 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:43:43.847895 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:43:43.864957 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:43:43.998391 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:43:44.005724 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:43:44.068825 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:43:44.125579 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:43:44.141379 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:43:44.194758 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:43:44.310371 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:43:49.044 R[15671:32235967] XType: Using static font registry.
2025-11-28 02:44:13.154374 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:44:13.245259 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:44:13.335353 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:44:13.364484 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:44:13.419228 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:44:13.552233 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:44:13.562085 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:44:13.583004 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:44:13.724422 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:44:13.733246 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:44:13.81842 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:44:13.886056 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:44:13.904033 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:44:13.960847 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:44:14.048549 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:44:29.911523 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:44:30.016372 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:44:30.109477 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:44:30.140674 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:44:30.179593 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:44:30.283125 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:44:30.290715 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:44:30.309193 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:44:30.461144 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:44:30.470171 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:44:30.542225 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:44:30.596697 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:44:30.615054 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:44:30.679457 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:44:30.791987 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:44:31.125808 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/residuals_linear.rds
2025-11-28 02:44:31.184546 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/fitted_linear.rds
2025-11-28 02:44:31.247168 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/residuals_logistic.rds
2025-11-28 02:44:31.576566 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/fitted_logistic.rds
2025-11-28 02:44:56.345911 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:44:56.455289 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:44:56.556405 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:44:56.583161 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:44:56.631106 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:44:56.722437 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:44:56.73169 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:44:56.75385 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:44:56.898235 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:44:56.906948 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:44:56.971052 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:44:57.026341 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:44:57.040468 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:44:57.094373 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:44:57.231125 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:45:11.543011 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:45:11.649804 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:45:11.751382 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:45:11.77916 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:45:11.825529 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:45:11.9226 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:45:11.929358 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:45:11.945231 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:45:12.06223 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:45:12.070134 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:45:12.132863 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:45:12.183318 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:45:12.200851 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:45:12.255979 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:45:12.351212 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:45:12.640171 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/residuals_linear.rds
2025-11-28 02:45:12.698442 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/fitted_linear.rds
2025-11-28 02:45:12.757044 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/residuals_logistic.rds
2025-11-28 02:45:13.062836 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/fitted_logistic.rds
2025-11-28 02:45:37.841052 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:45:37.941756 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:45:38.045586 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:45:38.074692 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:45:38.119557 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:45:38.218923 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:45:38.225347 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:45:38.269324 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:45:38.394828 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:45:38.403043 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:45:38.466134 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:45:38.51631 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:45:38.531798 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:45:38.583662 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:45:38.674421 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:45:52.376995 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:45:52.467695 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:45:52.555987 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:45:52.582915 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:45:52.628273 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:45:52.726219 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:45:52.734285 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:45:52.750312 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:45:52.872663 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:45:52.880487 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:45:52.946829 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:45:52.999633 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:45:53.013409 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:45:53.06529 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:45:53.140443 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:45:53.391659 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/residuals_linear.rds
2025-11-28 02:45:53.459135 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/fitted_linear.rds
2025-11-28 02:45:53.528025 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/residuals_logistic.rds
2025-11-28 02:45:53.847475 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3777ff59c5/fits/fitted_logistic.rds
2025-11-28 02:46:18.463816 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:46:18.562055 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:46:18.666605 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:46:18.68998 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:46:18.729435 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:46:18.828484 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:46:18.836566 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:46:18.850814 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:46:18.978248 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:46:18.986777 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:46:19.053459 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:46:19.11378 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:46:19.131127 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:46:19.180901 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:46:19.281054 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:46:32.937007 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:46:33.035011 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:46:33.129006 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:46:33.154464 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:46:33.202039 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:46:33.313515 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:46:33.321056 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:46:33.336837 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:46:33.465726 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:46:33.473676 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:46:33.530026 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:46:33.580219 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:46:33.597995 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:46:33.649289 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:46:33.738137 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:47:00.723414 WARNING::Fitting problem for feature 124 returning NA
2025-11-28 02:47:11.536856 WARNING::Fitting problem for feature 124 returning NA
2025-11-28 02:47:39.526649 WARNING::Fitting problem for feature 124 returning NA
2025-11-28 02:47:50.865079 WARNING::Fitting problem for feature 124 returning NA
2025-11-28 02:47:51.566112 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/residuals_linear.rds
2025-11-28 02:47:51.628295 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/fitted_linear.rds
2025-11-28 02:47:51.667372 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/residuals_logistic.rds
2025-11-28 02:47:51.743387 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/fitted_logistic.rds
2025-11-28 02:48:18.39688 WARNING::Fitting problem for feature 124 returning NA
2025-11-28 02:48:25.930227 WARNING::Fitting problem for feature 124 returning NA
2025-11-28 02:48:26.373148 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/residuals_linear.rds
2025-11-28 02:48:26.445274 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/fitted_linear.rds
2025-11-28 02:48:26.487439 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/residuals_logistic.rds
2025-11-28 02:48:26.564621 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/fitted_logistic.rds
2025-11-28 02:48:48.566975 WARNING::Fitting problem for feature 124 returning NA
2025-11-28 02:48:55.797979 WARNING::Fitting problem for feature 124 returning NA
2025-11-28 02:48:56.153176 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/residuals_linear.rds
2025-11-28 02:48:56.215342 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/fitted_linear.rds
2025-11-28 02:48:56.258681 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/residuals_logistic.rds
2025-11-28 02:48:56.331039 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/fitted_logistic.rds
2025-11-28 02:49:17.560273 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:49:17.662005 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:49:17.758758 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:49:17.787698 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:49:17.836407 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:49:17.937119 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:49:17.944605 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:49:17.960822 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:49:18.08101 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:49:18.089953 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:49:18.194956 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:49:18.246296 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:49:18.262686 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:49:18.311044 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:49:18.404158 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:49:32.539079 WARNING::Fitting problem for feature 50 returning NA
2025-11-28 02:49:32.636767 WARNING::Fitting problem for feature 62 returning NA
2025-11-28 02:49:32.721534 WARNING::Fitting problem for feature 74 returning NA
2025-11-28 02:49:32.753757 WARNING::Fitting problem for feature 78 returning NA
2025-11-28 02:49:32.796788 WARNING::Fitting problem for feature 84 returning NA
2025-11-28 02:49:32.890039 WARNING::Fitting problem for feature 96 returning NA
2025-11-28 02:49:32.895428 WARNING::Fitting problem for feature 97 returning NA
2025-11-28 02:49:32.90858 WARNING::Fitting problem for feature 99 returning NA
2025-11-28 02:49:33.030286 WARNING::Fitting problem for feature 114 returning NA
2025-11-28 02:49:33.039267 WARNING::Fitting problem for feature 115 returning NA
2025-11-28 02:49:33.115924 WARNING::Fitting problem for feature 123 returning NA
2025-11-28 02:49:33.168807 WARNING::Fitting problem for feature 130 returning NA
2025-11-28 02:49:33.185786 WARNING::Fitting problem for feature 132 returning NA
2025-11-28 02:49:33.24189 WARNING::Fitting problem for feature 139 returning NA
2025-11-28 02:49:33.336351 WARNING::Fitting problem for feature 150 returning NA
2025-11-28 02:49:33.625801 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/residuals_linear.rds
2025-11-28 02:49:33.692534 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/fitted_linear.rds
2025-11-28 02:49:33.757908 WARNING::Deleting existing residuals file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/residuals_logistic.rds
2025-11-28 02:49:34.087796 WARNING::Deleting existing fitted file: /tmp/Rtmp2TN15f/file3d3747bd3250/fits/fitted_logistic.rds
2025-11-28 02:49:56.693071 ERROR::Please select a normalization from the list of available options : TSS, CLR, NONE
2025-11-28 02:49:56.710782 ERROR::Please select a transform from the list of available options : LOG, PLOG, NONE
2025-11-28 02:49:56.727255 ERROR::Please select a correction method from the list of available options : BH, holm, hochberg, hommel, bonferroni, BY
2025-11-28 02:49:56.794381 ERROR::No fixed, group, or
                        ordered effects included in formula.
2025-11-28 02:49:56.810618 ERROR::Effect name not found in metadata: d
2025-11-28 02:49:56.824944 ERROR::No user formula provided
2025-11-28 02:49:56.867233 ERROR::Effect name not found in metadata so not applied to formula as random effect: d
2025-11-28 02:49:56.880962 ERROR::No fixed/group/ordered/
                        feature-specific effects provided.
2025-11-28 02:50:00.257631 INFO::Writing function arguments to log file
2025-11-28 02:50:00.278239 INFO::Verifying options selected are valid
2025-11-28 02:50:02.945004 INFO::Writing function arguments to log file
2025-11-28 02:50:02.963309 INFO::Verifying options selected are valid
2025-11-28 02:50:02.96472 INFO::Determining format of input files
2025-11-28 02:50:02.965996 INFO::Input format is data samples as rows and metadata samples as rows
2025-11-28 02:50:02.968846 INFO::Running selected normalization method: TSS
2025-11-28 02:50:02.970414 INFO::Creating output feature tables folder
2025-11-28 02:50:02.972097 INFO::Writing normalized data to file /tmp/Rtmp2TN15f/file3d37556c4468/features/data_norm.tsv
2025-11-28 02:50:02.974061 INFO::Filter data based on min abundance, min prevalence, and max prevalence
2025-11-28 02:50:02.975355 INFO::Total samples in data: 16
2025-11-28 02:50:02.976762 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2025-11-28 02:50:02.97779 INFO::Max samples allowed with min abundance for a feature not to be filtered: 16.160000
2025-11-28 02:50:02.980121 INFO::Total filtered features: 0
2025-11-28 02:50:02.98158 INFO::Filtered feature names from abundance, min prevalence, and max prevalence filtering:
2025-11-28 02:50:02.983106 INFO::Total features filtered by non-zero variance filtering: 0
2025-11-28 02:50:02.984192 INFO::Filtered feature names from variance filtering:
2025-11-28 02:50:02.98549 INFO::Writing filtered data to file /tmp/Rtmp2TN15f/file3d37556c4468/features/filtered_data.tsv
2025-11-28 02:50:02.987631 INFO::Running selected transform method: LOG
2025-11-28 02:50:02.988988 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp2TN15f/file3d37556c4468/features/data_transformed.tsv
2025-11-28 02:50:02.991366 INFO::Applying z-score to standardize continuous metadata
2025-11-28 02:50:02.997821 INFO::Running the linear model component
2025-11-28 02:50:03.021266 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:03.027332 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:03.033682 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:03.043501 INFO::Counting total values for each feature
2025-11-28 02:50:03.045862 INFO::Running the logistic model component
2025-11-28 02:50:03.070994 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:03.07975 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:03.089745 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:03.101929 INFO::Counting total values for each feature
2025-11-28 02:50:03.105494 INFO::Re-running abundances for warn_prevalence
2025-11-28 02:50:03.107326 INFO::Running selected normalization method: TSS
2025-11-28 02:50:03.109972 INFO::Running selected transform method: LOG
2025-11-28 02:50:03.133533 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:03.14047 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:03.145884 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:03.259767 INFO::Creating fits folder
2025-11-28 02:50:03.261284 INFO::Writing residuals to file /tmp/Rtmp2TN15f/file3d37556c4468/fits/residuals_linear.rds
2025-11-28 02:50:03.262727 INFO::Writing fitted values to file /tmp/Rtmp2TN15f/file3d37556c4468/fits/fitted_linear.rds
2025-11-28 02:50:03.264171 INFO::Writing residuals to file /tmp/Rtmp2TN15f/file3d37556c4468/fits/residuals_logistic.rds
2025-11-28 02:50:03.265591 INFO::Writing fitted values to file /tmp/Rtmp2TN15f/file3d37556c4468/fits/fitted_logistic.rds
2025-11-28 02:50:03.269231 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /tmp/Rtmp2TN15f/file3d37556c4468/all_results.tsv
2025-11-28 02:50:03.272186 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/Rtmp2TN15f/file3d37556c4468/significant_results.tsv
2025-11-28 02:50:03.27472 INFO::Creating output figures folder
2025-11-28 02:50:03.277091 INFO::Writing summary plot of significant
                        results to file: /tmp/Rtmp2TN15f/file3d37556c4468/figures/summary_plot.pdf
2025-11-28 02:50:05.33923 INFO::Writing association plots (one for each significant association) to output folder: /tmp/Rtmp2TN15f/file3d37556c4468/figures
2025-11-28 02:50:05.341773 INFO::Plotting associations from most to least significant, grouped by metadata
2025-11-28 02:50:05.348491 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2025-11-28 02:50:05.979248 INFO::Writing summary plot of
                        significant results to file: /tmp/Rtmp2TN15f/file3d37556c4468/figures/summary_plot.pdf
2025-11-28 02:50:07.864909 INFO::Writing association plots (one for each significant association) to output folder: /tmp/Rtmp2TN15f/file3d37556c4468/figures
2025-11-28 02:50:07.866336 INFO::Plotting associations from most to least significant, grouped by metadata
2025-11-28 02:50:07.872506 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2025-11-28 02:50:08.470386 INFO::Running the linear model component
2025-11-28 02:50:08.4819 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:08.487371 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:08.491523 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:08.500032 INFO::Counting total values for each feature
2025-11-28 02:50:08.502596 INFO::Running the logistic model component
2025-11-28 02:50:08.514724 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:08.522918 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:08.530342 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:08.543565 INFO::Counting total values for each feature
2025-11-28 02:50:08.546721 INFO::Re-running abundances for warn_prevalence
2025-11-28 02:50:08.548062 INFO::Running selected normalization method: TSS
2025-11-28 02:50:08.550134 INFO::Running selected transform method: LOG
2025-11-28 02:50:08.558553 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:08.563504 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:08.569044 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:08.67826 INFO::Creating output folder
2025-11-28 02:50:08.679695 INFO::Creating output figures folder
2025-11-28 02:50:08.681109 INFO::Writing summary plot of significant
                        results to file: /tmp/Rtmp2TN15f/file3d374d9fa39a/figures/summary_plot.pdf
2025-11-28 02:50:10.654677 INFO::Writing association plots (one for each significant association) to output folder: /tmp/Rtmp2TN15f/file3d374d9fa39a/figures
2025-11-28 02:50:10.656883 INFO::Plotting associations from most to least significant, grouped by metadata
2025-11-28 02:50:10.664862 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2025-11-28 02:50:11.898692 INFO::Applying z-score to standardize continuous metadata
2025-11-28 02:50:11.907525 INFO::Factor detected for categorial metadata 'c'. Using as-is.
2025-11-28 02:50:11.90834 INFO::Bypass z-score application to metadata
2025-11-28 02:50:11.911092 INFO::Bypass z-score application to metadata
2025-11-28 02:50:11.941223 INFO::Determining format of input files
2025-11-28 02:50:11.942667 INFO::Input format is data samples as rows and metadata samples as rows
2025-11-28 02:50:11.94396 INFO::Input format is data samples as rows and feature_specific_covariate samples as rows
2025-11-28 02:50:11.952709 INFO::Determining format of input files
2025-11-28 02:50:11.95384 INFO::Input format is data samples as columns and metadata samples as rows
2025-11-28 02:50:11.955088 INFO::Input format is feature_specific_covariate samples as columns
2025-11-28 02:50:11.963574 INFO::Determining format of input files
2025-11-28 02:50:11.964542 INFO::Input format is data samples as rows and metadata samples as rows
2025-11-28 02:50:11.965513 INFO::Input format is feature_specific_covariate samples as columns
2025-11-28 02:50:11.966934 INFO::The following samples were found to have metadata but no features (or feature specific covariates if applicable). They will be removed. sample1
2025-11-28 02:50:11.96761 INFO::The following samples were found to have feature specific covariates but no features or no metadata. They will be removed. sample1
2025-11-28 02:50:11.982435 INFO::Running selected transform method: LOG
2025-11-28 02:50:11.98364 INFO::Creating output feature tables folder
2025-11-28 02:50:11.9847 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp2TN15f/file3d377bfa434b/features/data_transformed.tsv
2025-11-28 02:50:11.990352 INFO::Running selected transform method: LOG
2025-11-28 02:50:11.99203 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp2TN15f/file3d377bfa434b/features/data_transformed.tsv
2025-11-28 02:50:11.997975 INFO::Running selected transform method: PLOG
2025-11-28 02:50:12.000547 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp2TN15f/file3d377bfa434b/features/data_transformed.tsv
2025-11-28 02:50:12.004267 INFO::Running selected transform method: NONE
2025-11-28 02:50:12.005077 INFO::Writing normalized, filtered, transformed data to file /tmp/Rtmp2TN15f/file3d377bfa434b/features/data_transformed.tsv
2025-11-28 02:50:12.016631 INFO::Running the linear model component
2025-11-28 02:50:12.026328 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:12.032621 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:12.037413 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:12.044107 INFO::Counting total values for each feature
2025-11-28 02:50:12.045704 INFO::Running the logistic model component
2025-11-28 02:50:12.057218 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:12.064587 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:12.071563 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:12.102838 INFO::Counting total values for each feature
2025-11-28 02:50:12.105256 INFO::Re-running abundances for warn_prevalence
2025-11-28 02:50:12.10632 INFO::Running selected normalization method: TSS
2025-11-28 02:50:12.107892 INFO::Running selected transform method: LOG
2025-11-28 02:50:12.120145 INFO::Fitting model to feature number 1, a
2025-11-28 02:50:12.125335 INFO::Fitting model to feature number 2, b
2025-11-28 02:50:12.129929 INFO::Fitting model to feature number 3, c
2025-11-28 02:50:12.230495 INFO::Creating output folder
2025-11-28 02:50:12.231614 INFO::Creating fits folder
2025-11-28 02:50:12.232573 INFO::Writing residuals to file /tmp/Rtmp2TN15f/file3d376b583083/fits/residuals_linear.rds
2025-11-28 02:50:12.233716 INFO::Writing fitted values to file /tmp/Rtmp2TN15f/file3d376b583083/fits/fitted_linear.rds
2025-11-28 02:50:12.23477 INFO::Writing residuals to file /tmp/Rtmp2TN15f/file3d376b583083/fits/residuals_logistic.rds
2025-11-28 02:50:12.235824 INFO::Writing fitted values to file /tmp/Rtmp2TN15f/file3d376b583083/fits/fitted_logistic.rds
2025-11-28 02:50:12.238273 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /tmp/Rtmp2TN15f/file3d376b583083/all_results.tsv
2025-11-28 02:50:12.240649 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/Rtmp2TN15f/file3d376b583083/significant_results.tsv
[ FAIL 0 | WARN 16 | SKIP 0 | PASS 95 ]

[ FAIL 0 | WARN 16 | SKIP 0 | PASS 95 ]
> 
> 
> proc.time()
   user  system elapsed 
409.898   8.041 420.772 

Example timings

maaslin3.Rcheck/maaslin3-Ex.timings

nameusersystemelapsed
maaslin323.548 1.09524.883
maaslin_check_arguments0.1940.0050.201
maaslin_check_formula0.1760.0110.189
maaslin_compute_formula0.1850.0120.200
maaslin_contrast_test21.843 1.18123.211
maaslin_filter0.6250.0460.677
maaslin_fit14.738 0.62315.461
maaslin_log_arguments0.1750.0090.185
maaslin_normalize0.3900.0340.429
maaslin_plot_results51.957 1.60854.057
maaslin_plot_results_from_output53.232 1.39755.283
maaslin_process_metadata0.6590.0430.712
maaslin_read_data0.1750.0110.187
maaslin_reorder_data0.2050.0240.231
maaslin_transform0.7970.0560.865
maaslin_write_results15.605 0.76316.464
maaslin_write_results_lefse_format16.915 0.72217.725
preprocess_dna_mtx0.0050.0000.005
preprocess_taxa_mtx0.0050.0000.005