Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-02-28 11:35 -0500 (Sat, 28 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4877
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4570
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 1170/2357HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
maaslin3 1.3.0  (landing page)
William Nickols
Snapshot Date: 2026-02-27 13:40 -0500 (Fri, 27 Feb 2026)
git_url: https://git.bioconductor.org/packages/maaslin3
git_branch: devel
git_last_commit: d4f80f8
git_last_commit_date: 2026-02-09 12:23:40 -0500 (Mon, 09 Feb 2026)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  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
See other builds for maaslin3 in R Universe.


CHECK results for maaslin3 on kjohnson3

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: 2026-02-27 20:51:18 -0500 (Fri, 27 Feb 2026)
EndedAt: 2026-02-27 20:55:42 -0500 (Fri, 27 Feb 2026)
EllapsedTime: 263.5 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) (2026-01-15 r89304)
* using platform: aarch64-apple-darwin20
* R was compiled by
    Apple clang version 16.0.0 (clang-1600.0.26.6)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Sonoma 14.8.3
* 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 ... NOTE
License stub is invalid DCF.
* 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               17.221  0.880  19.176
maaslin_plot_results_from_output   17.169  0.679  18.831
maaslin3                            7.078  0.558   7.977
maaslin_contrast_test               6.873  0.635   7.930
maaslin_write_results               5.865  0.608   6.829
maaslin_write_results_lefse_format  5.863  0.541   6.667
maaslin_fit                         4.956  0.600   5.935
* 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 NOTE
See
  ‘/Users/biocbuild/bbs-3.23-bioc/meat/maaslin3.Rcheck/00check.log’
for details.


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-arm64/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) (2026-01-15 r89304) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-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")
2026-02-27 20:53:02.18 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:53:02.22 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:53:02.25 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:53:02.26 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:53:02.27 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:53:02.31 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:53:02.31 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:53:02.32 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:53:02.35 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:53:02.35 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:53:02.37 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:53:02.39 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:53:02.39 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:53:02.41 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:53:02.44 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:53:08.29 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:53:08.33 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:53:08.38 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:53:08.39 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:53:08.40 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:53:08.44 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:53:08.44 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:53:08.45 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:53:08.49 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:53:08.49 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:53:08.51 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:53:08.54 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:53:08.55 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:53:08.57 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:53:08.60 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:53:10.402 R[22751:46897397] XType: Using static font registry.
Warning: stack imbalance in '::', 52 then 54
Warning: stack imbalance in '<-', 50 then 52
2026-02-27 20:53:21.39 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:53:21.43 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:53:21.48 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:53:21.49 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:53:21.50 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:53:21.54 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:53:21.54 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:53:21.54 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:53:21.60 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:53:21.60 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:53:21.62 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:53:21.64 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:53:21.64 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:53:21.66 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:53:21.69 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:53:27.07 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:53:27.10 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:53:27.13 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:53:27.15 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:53:27.16 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:53:27.19 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:53:27.19 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:53:27.20 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:53:27.23 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:53:27.23 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:53:27.25 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:53:27.27 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:53:27.28 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:53:27.29 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:53:27.35 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:53:27.43 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/residuals_linear.rds
2026-02-27 20:53:27.46 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/fitted_linear.rds
2026-02-27 20:53:27.50 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/residuals_logistic.rds
2026-02-27 20:53:27.68 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/fitted_logistic.rds
2026-02-27 20:53:38.34 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:53:38.37 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:53:38.43 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:53:38.44 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:53:38.45 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:53:38.49 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:53:38.49 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:53:38.49 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:53:38.54 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:53:38.54 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:53:38.57 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:53:38.58 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:53:38.59 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:53:38.60 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:53:38.64 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:53:44.03 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:53:44.08 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:53:44.11 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:53:44.12 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:53:44.14 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:53:44.17 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:53:44.17 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:53:44.17 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:53:44.21 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:53:44.21 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:53:44.23 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:53:44.25 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:53:44.25 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:53:44.27 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:53:44.29 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:53:44.37 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/residuals_linear.rds
2026-02-27 20:53:44.41 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/fitted_linear.rds
2026-02-27 20:53:44.45 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/residuals_logistic.rds
2026-02-27 20:53:44.64 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/fitted_logistic.rds
2026-02-27 20:53:54.10 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:53:54.13 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:53:54.16 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:53:54.17 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:53:54.18 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:53:54.23 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:53:54.23 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:53:54.24 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:53:54.27 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:53:54.28 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:53:54.30 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:53:54.32 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:53:54.32 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:53:54.34 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:53:54.36 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:54:00.21 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:54:00.24 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:54:00.29 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:54:00.30 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:54:00.32 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:54:00.35 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:54:00.35 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:54:00.36 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:54:00.39 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:54:00.40 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:54:00.42 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:54:00.43 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:54:00.44 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:54:00.45 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:54:00.48 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:54:00.56 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/residuals_linear.rds
2026-02-27 20:54:00.60 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/fitted_linear.rds
2026-02-27 20:54:00.64 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/residuals_logistic.rds
2026-02-27 20:54:00.85 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df771951c/fits/fitted_logistic.rds
2026-02-27 20:54:09.80 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:54:09.83 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:54:09.86 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:54:09.87 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:54:09.90 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:54:09.93 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:54:09.94 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:54:09.94 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:54:09.98 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:54:09.98 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:54:10.00 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:54:10.02 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:54:10.02 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:54:10.04 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:54:10.07 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:54:15.26 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:54:15.29 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:54:15.32 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:54:15.33 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:54:15.37 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:54:15.40 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:54:15.40 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:54:15.41 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:54:15.44 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:54:15.44 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:54:15.46 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:54:15.47 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:54:15.48 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:54:15.49 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:54:15.52 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:54:25.57 WARNING::Fitting problem for feature 124 returning NA
2026-02-27 20:54:29.63 WARNING::Fitting problem for feature 124 returning NA
2026-02-27 20:54:39.85 WARNING::Fitting problem for feature 124 returning NA
2026-02-27 20:54:43.88 WARNING::Fitting problem for feature 124 returning NA
2026-02-27 20:54:44.10 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/residuals_linear.rds
2026-02-27 20:54:44.14 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/fitted_linear.rds
2026-02-27 20:54:44.16 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/residuals_logistic.rds
2026-02-27 20:54:44.20 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/fitted_logistic.rds
2026-02-27 20:54:53.98 WARNING::Fitting problem for feature 124 returning NA
2026-02-27 20:54:56.22 WARNING::Fitting problem for feature 124 returning NA
2026-02-27 20:54:56.36 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/residuals_linear.rds
2026-02-27 20:54:56.39 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/fitted_linear.rds
2026-02-27 20:54:56.42 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/residuals_logistic.rds
2026-02-27 20:54:56.46 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/fitted_logistic.rds
2026-02-27 20:55:04.81 WARNING::Fitting problem for feature 124 returning NA
2026-02-27 20:55:07.70 WARNING::Fitting problem for feature 124 returning NA
2026-02-27 20:55:07.82 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/residuals_linear.rds
2026-02-27 20:55:07.85 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/fitted_linear.rds
2026-02-27 20:55:07.87 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/residuals_logistic.rds
2026-02-27 20:55:07.91 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/fitted_logistic.rds
2026-02-27 20:55:15.95 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:55:15.98 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:55:16.01 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:55:16.02 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:55:16.03 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:55:16.06 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:55:16.07 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:55:16.07 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:55:16.12 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:55:16.12 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:55:16.14 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:55:16.17 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:55:16.18 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:55:16.20 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:55:16.23 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:55:21.85 WARNING::Fitting problem for feature 50 returning NA
2026-02-27 20:55:21.89 WARNING::Fitting problem for feature 62 returning NA
2026-02-27 20:55:21.92 WARNING::Fitting problem for feature 74 returning NA
2026-02-27 20:55:21.93 WARNING::Fitting problem for feature 78 returning NA
2026-02-27 20:55:21.95 WARNING::Fitting problem for feature 84 returning NA
2026-02-27 20:55:21.98 WARNING::Fitting problem for feature 96 returning NA
2026-02-27 20:55:21.98 WARNING::Fitting problem for feature 97 returning NA
2026-02-27 20:55:21.98 WARNING::Fitting problem for feature 99 returning NA
2026-02-27 20:55:22.02 WARNING::Fitting problem for feature 114 returning NA
2026-02-27 20:55:22.03 WARNING::Fitting problem for feature 115 returning NA
2026-02-27 20:55:22.04 WARNING::Fitting problem for feature 123 returning NA
2026-02-27 20:55:22.06 WARNING::Fitting problem for feature 130 returning NA
2026-02-27 20:55:22.06 WARNING::Fitting problem for feature 132 returning NA
2026-02-27 20:55:22.08 WARNING::Fitting problem for feature 139 returning NA
2026-02-27 20:55:22.11 WARNING::Fitting problem for feature 150 returning NA
2026-02-27 20:55:22.20 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/residuals_linear.rds
2026-02-27 20:55:22.24 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/fitted_linear.rds
2026-02-27 20:55:22.28 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/residuals_logistic.rds
2026-02-27 20:55:22.47 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5a70fd5b/fits/fitted_logistic.rds
2026-02-27 20:55:31.95 ERROR::Please select a normalization from the list of available options : TSS, CLR, NONE
2026-02-27 20:55:31.96 ERROR::Please select a transform from the list of available options : LOG, PLOG, NONE
2026-02-27 20:55:31.96 ERROR::Please select a correction method from the list of available options : BH, holm, hochberg, hommel, bonferroni, BY
2026-02-27 20:55:31.98 ERROR::No fixed, group, or
                        ordered effects included in formula.
2026-02-27 20:55:31.99 ERROR::Effect name not found in metadata: d
2026-02-27 20:55:31.99 ERROR::No user formula provided
2026-02-27 20:55:32.00 ERROR::Effect name not found in metadata so not applied to formula as random effect: d
2026-02-27 20:55:32.01 ERROR::No fixed/group/ordered/
                        feature-specific effects provided.
2026-02-27 20:55:33.20 INFO::Writing function arguments to log file
2026-02-27 20:55:33.20 INFO::Verifying options selected are valid
2026-02-27 20:55:34.15 INFO::Writing function arguments to log file
2026-02-27 20:55:34.16 INFO::Verifying options selected are valid
2026-02-27 20:55:34.16 INFO::Determining format of input files
2026-02-27 20:55:34.16 INFO::Input format is data samples as rows and metadata samples as rows
2026-02-27 20:55:34.16 INFO::Running selected normalization method: TSS
2026-02-27 20:55:34.16 INFO::Creating output feature tables folder
2026-02-27 20:55:34.16 INFO::Writing normalized data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/features/data_norm.tsv
2026-02-27 20:55:34.16 INFO::Filter data based on min abundance, min prevalence, and max prevalence
2026-02-27 20:55:34.16 INFO::Total samples in data: 16
2026-02-27 20:55:34.17 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2026-02-27 20:55:34.17 INFO::Max samples allowed with min abundance for a feature not to be filtered: 16.160000
2026-02-27 20:55:34.17 INFO::Total filtered features: 0
2026-02-27 20:55:34.17 INFO::Filtered feature names from abundance, min prevalence, and max prevalence filtering:
2026-02-27 20:55:34.17 INFO::Total features filtered by non-zero variance filtering: 0
2026-02-27 20:55:34.17 INFO::Filtered feature names from variance filtering:
2026-02-27 20:55:34.17 INFO::Writing filtered data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/features/filtered_data.tsv
2026-02-27 20:55:34.17 INFO::Running selected transform method: LOG
2026-02-27 20:55:34.17 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/features/data_transformed.tsv
2026-02-27 20:55:34.17 INFO::Applying z-score to standardize continuous metadata
2026-02-27 20:55:34.18 INFO::Running the linear model component
2026-02-27 20:55:34.18 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:34.18 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:34.19 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:34.19 INFO::Counting total values for each feature
2026-02-27 20:55:34.19 INFO::Running the logistic model component
2026-02-27 20:55:34.20 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:34.20 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:34.20 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:34.21 INFO::Counting total values for each feature
2026-02-27 20:55:34.21 INFO::Re-running abundances for warn_prevalence
2026-02-27 20:55:34.21 INFO::Running selected normalization method: TSS
2026-02-27 20:55:34.21 INFO::Running selected transform method: LOG
2026-02-27 20:55:34.21 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:34.22 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:34.22 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:34.24 INFO::Creating fits folder
2026-02-27 20:55:34.24 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/fits/residuals_linear.rds
2026-02-27 20:55:34.24 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/fits/fitted_linear.rds
2026-02-27 20:55:34.25 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/fits/residuals_logistic.rds
2026-02-27 20:55:34.25 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/fits/fitted_logistic.rds
2026-02-27 20:55:34.25 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/all_results.tsv
2026-02-27 20:55:34.25 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): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/significant_results.tsv
2026-02-27 20:55:34.25 INFO::Creating output figures folder
2026-02-27 20:55:34.25 INFO::Writing summary plot of significant
                        results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/figures/summary_plot.pdf
2026-02-27 20:55:34.94 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/figures
2026-02-27 20:55:34.94 INFO::Plotting associations from most to least significant, grouped by metadata
2026-02-27 20:55:34.95 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-02-27 20:55:35.19 INFO::Writing summary plot of
                        significant results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/figures/summary_plot.pdf
2026-02-27 20:55:35.84 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df36e6c1f0/figures
2026-02-27 20:55:35.84 INFO::Plotting associations from most to least significant, grouped by metadata
2026-02-27 20:55:35.85 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-02-27 20:55:36.06 INFO::Running the linear model component
2026-02-27 20:55:36.06 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:36.06 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:36.06 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:36.07 INFO::Counting total values for each feature
2026-02-27 20:55:36.07 INFO::Running the logistic model component
2026-02-27 20:55:36.07 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:36.07 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:36.08 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:36.08 INFO::Counting total values for each feature
2026-02-27 20:55:36.08 INFO::Re-running abundances for warn_prevalence
2026-02-27 20:55:36.08 INFO::Running selected normalization method: TSS
2026-02-27 20:55:36.08 INFO::Running selected transform method: LOG
2026-02-27 20:55:36.08 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:36.09 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:36.09 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:36.12 INFO::Creating output folder
2026-02-27 20:55:36.12 INFO::Creating output figures folder
2026-02-27 20:55:36.12 INFO::Writing summary plot of significant
                        results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5ff37df0/figures/summary_plot.pdf
2026-02-27 20:55:36.76 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df5ff37df0/figures
2026-02-27 20:55:36.76 INFO::Plotting associations from most to least significant, grouped by metadata
2026-02-27 20:55:36.76 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-02-27 20:55:37.22 INFO::Applying z-score to standardize continuous metadata
2026-02-27 20:55:37.23 INFO::Factor detected for categorial metadata 'c'. Using as-is.
2026-02-27 20:55:37.23 INFO::Bypass z-score application to metadata
2026-02-27 20:55:37.23 INFO::Bypass z-score application to metadata
2026-02-27 20:55:37.25 INFO::Determining format of input files
2026-02-27 20:55:37.26 INFO::Input format is data samples as rows and metadata samples as rows
2026-02-27 20:55:37.26 INFO::Input format is data samples as rows and feature_specific_covariate samples as rows
2026-02-27 20:55:37.26 INFO::Determining format of input files
2026-02-27 20:55:37.26 INFO::Input format is data samples as columns and metadata samples as rows
2026-02-27 20:55:37.26 INFO::Input format is feature_specific_covariate samples as columns
2026-02-27 20:55:37.26 INFO::Determining format of input files
2026-02-27 20:55:37.26 INFO::Input format is data samples as rows and metadata samples as rows
2026-02-27 20:55:37.26 INFO::Input format is feature_specific_covariate samples as columns
2026-02-27 20:55:37.26 INFO::The following samples were found to have metadata but no features (or feature specific covariates if applicable). They will be removed. sample1
2026-02-27 20:55:37.26 INFO::The following samples were found to have feature specific covariates but no features or no metadata. They will be removed. sample1
2026-02-27 20:55:37.27 INFO::Running selected transform method: LOG
2026-02-27 20:55:37.27 INFO::Creating output feature tables folder
2026-02-27 20:55:37.27 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df56bb238d/features/data_transformed.tsv
2026-02-27 20:55:37.27 INFO::Running selected transform method: LOG
2026-02-27 20:55:37.27 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df56bb238d/features/data_transformed.tsv
2026-02-27 20:55:37.27 INFO::Running selected transform method: PLOG
2026-02-27 20:55:37.27 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df56bb238d/features/data_transformed.tsv
2026-02-27 20:55:37.27 INFO::Running selected transform method: NONE
2026-02-27 20:55:37.27 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df56bb238d/features/data_transformed.tsv
2026-02-27 20:55:37.28 INFO::Running the linear model component
2026-02-27 20:55:37.28 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:37.28 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:37.28 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:37.29 INFO::Counting total values for each feature
2026-02-27 20:55:37.29 INFO::Running the logistic model component
2026-02-27 20:55:37.29 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:37.29 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:37.29 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:37.29 INFO::Counting total values for each feature
2026-02-27 20:55:37.30 INFO::Re-running abundances for warn_prevalence
2026-02-27 20:55:37.30 INFO::Running selected normalization method: TSS
2026-02-27 20:55:37.30 INFO::Running selected transform method: LOG
2026-02-27 20:55:37.30 INFO::Fitting model to feature number 1, a
2026-02-27 20:55:37.30 INFO::Fitting model to feature number 2, b
2026-02-27 20:55:37.30 INFO::Fitting model to feature number 3, c
2026-02-27 20:55:37.34 INFO::Creating output folder
2026-02-27 20:55:37.34 INFO::Creating fits folder
2026-02-27 20:55:37.34 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df181b2a77/fits/residuals_linear.rds
2026-02-27 20:55:37.34 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df181b2a77/fits/fitted_linear.rds
2026-02-27 20:55:37.34 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df181b2a77/fits/residuals_logistic.rds
2026-02-27 20:55:37.35 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df181b2a77/fits/fitted_logistic.rds
2026-02-27 20:55:37.35 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df181b2a77/all_results.tsv
2026-02-27 20:55:37.35 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): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmphFbMYQ/file58df181b2a77/significant_results.tsv
[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]

[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]
> 
> 
> proc.time()
   user  system elapsed 
143.554   4.577 156.664 

Example timings

maaslin3.Rcheck/maaslin3-Ex.timings

nameusersystemelapsed
maaslin37.0780.5587.977
maaslin_check_arguments0.0570.0020.064
maaslin_check_formula0.0570.0040.062
maaslin_compute_formula0.0650.0030.068
maaslin_contrast_test6.8730.6357.930
maaslin_filter0.2410.0260.282
maaslin_fit4.9560.6005.935
maaslin_log_arguments0.0600.0050.088
maaslin_normalize0.1330.0120.155
maaslin_plot_results17.221 0.88019.176
maaslin_plot_results_from_output17.169 0.67918.831
maaslin_process_metadata0.2420.0220.276
maaslin_read_data0.0590.0040.063
maaslin_reorder_data0.0810.0060.097
maaslin_transform0.2950.0260.348
maaslin_write_results5.8650.6086.829
maaslin_write_results_lefse_format5.8630.5416.667
preprocess_dna_mtx0.0020.0000.002
preprocess_taxa_mtx0.0010.0000.001