Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-04-01 13:06 -0400 (Wed, 01 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_644.6.0 alpha (2026-03-30 r89742) 4816
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-03-28 r89739) 4539
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 1178/2374HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
maaslin3 1.3.0  (landing page)
William Nickols
Snapshot Date: 2026-03-31 13:40 -0400 (Tue, 31 Mar 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 -0400 (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: 2026-03-31 20:03:52 -0400 (Tue, 31 Mar 2026)
EndedAt: 2026-03-31 20:07:49 -0400 (Tue, 31 Mar 2026)
EllapsedTime: 237.8 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 version 4.6.0 alpha (2026-03-28 r89739)
* using platform: aarch64-apple-darwin23
* R was compiled by
    Apple clang version 17.0.0 (clang-1700.3.19.1)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-04-01 00:03:52 UTC
* 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_from_output   16.886  0.614  17.615
maaslin_plot_results               16.597  0.611  17.378
maaslin_contrast_test               7.119  0.733   7.946
maaslin3                            6.978  0.746   7.775
maaslin_write_results               5.916  0.523   6.487
maaslin_write_results_lefse_format  5.813  0.420   6.293
maaslin_fit                         5.026  0.463   5.552
* 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/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 version 4.6.0 alpha (2026-03-28 r89739)
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23

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")
2026-03-31 20:05:29.41 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:05:29.44 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:05:29.47 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:05:29.48 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:05:29.50 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:05:29.53 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:05:29.53 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:05:29.54 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:05:29.57 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:05:29.58 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:05:29.60 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:05:29.61 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:05:29.62 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:05:29.64 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:05:29.67 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:05:35.07 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:05:35.10 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:05:35.13 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:05:35.14 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:05:35.15 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:05:35.18 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:05:35.19 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:05:35.19 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:05:35.23 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:05:35.24 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:05:35.26 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:05:35.28 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:05:35.28 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:05:35.30 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:05:35.32 WARNING::Fitting problem for feature 150 returning NA
Warning: stack imbalance in '::', 52 then 54
Warning: stack imbalance in '<-', 50 then 52
2026-03-31 20:05:46.28 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:05:46.32 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:05:46.35 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:05:46.36 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:05:46.37 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:05:46.40 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:05:46.40 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:05:46.41 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:05:46.44 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:05:46.45 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:05:46.46 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:05:46.48 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:05:46.49 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:05:46.51 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:05:46.53 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:05:51.93 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:05:51.96 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:05:52.00 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:05:52.01 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:05:52.03 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:05:52.06 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:05:52.07 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:05:52.07 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:05:52.11 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:05:52.11 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:05:52.13 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:05:52.15 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:05:52.16 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:05:52.18 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:05:52.20 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:05:52.28 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/residuals_linear.rds
2026-03-31 20:05:52.32 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/fitted_linear.rds
2026-03-31 20:05:52.35 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/residuals_logistic.rds
2026-03-31 20:05:52.51 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/fitted_logistic.rds
2026-03-31 20:06:01.17 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:06:01.20 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:06:01.23 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:06:01.24 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:06:01.25 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:06:01.28 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:06:01.28 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:06:01.29 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:06:01.33 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:06:01.33 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:06:01.35 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:06:01.36 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:06:01.37 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:06:01.39 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:06:01.90 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:06:06.57 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:06:06.60 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:06:06.63 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:06:06.64 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:06:06.65 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:06:06.69 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:06:06.70 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:06:06.70 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:06:06.74 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:06:06.74 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:06:06.76 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:06:06.78 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:06:06.78 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:06:06.80 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:06:06.82 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:06:06.89 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/residuals_linear.rds
2026-03-31 20:06:06.93 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/fitted_linear.rds
2026-03-31 20:06:06.98 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/residuals_logistic.rds
2026-03-31 20:06:07.17 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/fitted_logistic.rds
2026-03-31 20:06:15.19 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:06:15.22 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:06:15.25 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:06:15.26 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:06:15.28 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:06:15.31 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:06:15.31 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:06:15.32 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:06:15.36 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:06:15.36 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:06:15.38 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:06:15.39 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:06:15.40 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:06:15.43 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:06:15.45 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:06:20.24 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:06:20.27 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:06:20.30 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:06:20.31 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:06:20.35 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:06:20.38 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:06:20.38 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:06:20.39 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:06:20.43 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:06:20.43 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:06:20.45 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:06:20.46 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:06:20.47 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:06:20.48 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:06:20.51 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:06:20.58 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/residuals_linear.rds
2026-03-31 20:06:20.61 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/fitted_linear.rds
2026-03-31 20:06:20.65 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/residuals_logistic.rds
2026-03-31 20:06:20.82 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605fcb6989/fits/fitted_logistic.rds
2026-03-31 20:06:28.52 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:06:28.54 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:06:28.58 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:06:28.59 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:06:28.60 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:06:28.63 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:06:28.63 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:06:28.64 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:06:28.68 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:06:28.68 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:06:28.70 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:06:28.72 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:06:28.73 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:06:28.74 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:06:28.77 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:06:33.68 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:06:33.71 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:06:33.74 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:06:33.75 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:06:33.76 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:06:33.79 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:06:33.80 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:06:33.80 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:06:33.84 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:06:33.84 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:06:33.87 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:06:33.89 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:06:33.90 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:06:33.91 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:06:33.94 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:06:43.14 WARNING::Fitting problem for feature 124 returning NA
2026-03-31 20:06:46.73 WARNING::Fitting problem for feature 124 returning NA
2026-03-31 20:06:55.87 WARNING::Fitting problem for feature 124 returning NA
2026-03-31 20:06:58.95 WARNING::Fitting problem for feature 124 returning NA
2026-03-31 20:06:59.15 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/residuals_linear.rds
2026-03-31 20:06:59.19 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/fitted_linear.rds
2026-03-31 20:06:59.21 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/residuals_logistic.rds
2026-03-31 20:06:59.25 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/fitted_logistic.rds
2026-03-31 20:07:07.72 WARNING::Fitting problem for feature 124 returning NA
2026-03-31 20:07:10.25 WARNING::Fitting problem for feature 124 returning NA
2026-03-31 20:07:10.36 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/residuals_linear.rds
2026-03-31 20:07:10.40 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/fitted_linear.rds
2026-03-31 20:07:10.42 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/residuals_logistic.rds
2026-03-31 20:07:10.46 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/fitted_logistic.rds
2026-03-31 20:07:17.28 WARNING::Fitting problem for feature 124 returning NA
2026-03-31 20:07:19.84 WARNING::Fitting problem for feature 124 returning NA
2026-03-31 20:07:19.96 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/residuals_linear.rds
2026-03-31 20:07:20.00 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/fitted_linear.rds
2026-03-31 20:07:20.03 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/residuals_logistic.rds
2026-03-31 20:07:20.07 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/fitted_logistic.rds
2026-03-31 20:07:26.87 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:07:26.90 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:07:26.93 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:07:26.94 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:07:26.96 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:07:26.99 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:07:27.00 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:07:27.00 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:07:27.04 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:07:27.04 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:07:27.06 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:07:27.08 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:07:27.08 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:07:27.10 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:07:27.20 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:07:32.39 WARNING::Fitting problem for feature 50 returning NA
2026-03-31 20:07:32.42 WARNING::Fitting problem for feature 62 returning NA
2026-03-31 20:07:32.46 WARNING::Fitting problem for feature 74 returning NA
2026-03-31 20:07:32.47 WARNING::Fitting problem for feature 78 returning NA
2026-03-31 20:07:32.50 WARNING::Fitting problem for feature 84 returning NA
2026-03-31 20:07:32.53 WARNING::Fitting problem for feature 96 returning NA
2026-03-31 20:07:32.53 WARNING::Fitting problem for feature 97 returning NA
2026-03-31 20:07:32.54 WARNING::Fitting problem for feature 99 returning NA
2026-03-31 20:07:32.60 WARNING::Fitting problem for feature 114 returning NA
2026-03-31 20:07:32.60 WARNING::Fitting problem for feature 115 returning NA
2026-03-31 20:07:32.62 WARNING::Fitting problem for feature 123 returning NA
2026-03-31 20:07:32.64 WARNING::Fitting problem for feature 130 returning NA
2026-03-31 20:07:32.65 WARNING::Fitting problem for feature 132 returning NA
2026-03-31 20:07:32.66 WARNING::Fitting problem for feature 139 returning NA
2026-03-31 20:07:32.69 WARNING::Fitting problem for feature 150 returning NA
2026-03-31 20:07:32.79 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/residuals_linear.rds
2026-03-31 20:07:32.82 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/fitted_linear.rds
2026-03-31 20:07:32.87 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/residuals_logistic.rds
2026-03-31 20:07:33.04 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e607259bb63/fits/fitted_logistic.rds
2026-03-31 20:07:40.60 ERROR::Please select a normalization from the list of available options : TSS, CLR, NONE
2026-03-31 20:07:40.60 ERROR::Please select a transform from the list of available options : LOG, PLOG, NONE
2026-03-31 20:07:40.61 ERROR::Please select a correction method from the list of available options : BH, holm, hochberg, hommel, bonferroni, BY
2026-03-31 20:07:40.63 ERROR::No fixed, group, or
                        ordered effects included in formula.
2026-03-31 20:07:40.63 ERROR::Effect name not found in metadata: d
2026-03-31 20:07:40.64 ERROR::No user formula provided
2026-03-31 20:07:40.65 ERROR::Effect name not found in metadata so not applied to formula as random effect: d
2026-03-31 20:07:40.66 ERROR::No fixed/group/ordered/
                        feature-specific effects provided.
2026-03-31 20:07:41.76 INFO::Writing function arguments to log file
2026-03-31 20:07:41.79 INFO::Verifying options selected are valid
2026-03-31 20:07:42.64 INFO::Writing function arguments to log file
2026-03-31 20:07:42.66 INFO::Verifying options selected are valid
2026-03-31 20:07:42.66 INFO::Determining format of input files
2026-03-31 20:07:42.66 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-31 20:07:42.66 INFO::Running selected normalization method: TSS
2026-03-31 20:07:42.67 INFO::Creating output feature tables folder
2026-03-31 20:07:42.67 INFO::Writing normalized data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/features/data_norm.tsv
2026-03-31 20:07:42.67 INFO::Filter data based on min abundance, min prevalence, and max prevalence
2026-03-31 20:07:42.67 INFO::Total samples in data: 16
2026-03-31 20:07:42.67 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2026-03-31 20:07:42.68 INFO::Max samples allowed with min abundance for a feature not to be filtered: 16.160000
2026-03-31 20:07:42.68 INFO::Total filtered features: 0
2026-03-31 20:07:42.68 INFO::Filtered feature names from abundance, min prevalence, and max prevalence filtering:
2026-03-31 20:07:42.68 INFO::Total features filtered by non-zero variance filtering: 0
2026-03-31 20:07:42.68 INFO::Filtered feature names from variance filtering:
2026-03-31 20:07:42.69 INFO::Writing filtered data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/features/filtered_data.tsv
2026-03-31 20:07:42.69 INFO::Running selected transform method: LOG
2026-03-31 20:07:42.69 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/features/data_transformed.tsv
2026-03-31 20:07:42.69 INFO::Applying z-score to standardize continuous metadata
2026-03-31 20:07:42.69 INFO::Running the linear model component
2026-03-31 20:07:42.72 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:42.72 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:42.72 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:42.72 INFO::Counting total values for each feature
2026-03-31 20:07:42.73 INFO::Running the logistic model component
2026-03-31 20:07:42.75 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:42.75 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:42.75 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:42.76 INFO::Counting total values for each feature
2026-03-31 20:07:42.76 INFO::Re-running abundances for warn_prevalence
2026-03-31 20:07:42.76 INFO::Running selected normalization method: TSS
2026-03-31 20:07:42.76 INFO::Running selected transform method: LOG
2026-03-31 20:07:42.79 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:42.79 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:42.80 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:42.82 INFO::Creating fits folder
2026-03-31 20:07:42.82 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/fits/residuals_linear.rds
2026-03-31 20:07:42.83 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/fits/fitted_linear.rds
2026-03-31 20:07:42.83 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/fits/residuals_logistic.rds
2026-03-31 20:07:42.83 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/fits/fitted_logistic.rds
2026-03-31 20:07:42.83 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/all_results.tsv
2026-03-31 20:07:42.83 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//RtmpXNELkt/file17e605589c262/significant_results.tsv
2026-03-31 20:07:42.84 INFO::Creating output figures folder
2026-03-31 20:07:42.84 INFO::Writing summary plot of significant
                        results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/figures/summary_plot.pdf
2026-03-31 20:07:43.42 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/figures
2026-03-31 20:07:43.42 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-31 20:07:43.42 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-31 20:07:43.61 INFO::Writing summary plot of
                        significant results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/figures/summary_plot.pdf
2026-03-31 20:07:44.19 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e605589c262/figures
2026-03-31 20:07:44.20 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-31 20:07:44.20 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-31 20:07:44.46 INFO::Running the linear model component
2026-03-31 20:07:44.47 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:44.47 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:44.48 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:44.48 INFO::Counting total values for each feature
2026-03-31 20:07:44.48 INFO::Running the logistic model component
2026-03-31 20:07:44.49 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:44.49 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:44.49 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:44.50 INFO::Counting total values for each feature
2026-03-31 20:07:44.50 INFO::Re-running abundances for warn_prevalence
2026-03-31 20:07:44.50 INFO::Running selected normalization method: TSS
2026-03-31 20:07:44.50 INFO::Running selected transform method: LOG
2026-03-31 20:07:44.51 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:44.51 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:44.51 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:44.54 INFO::Creating output folder
2026-03-31 20:07:44.54 INFO::Creating output figures folder
2026-03-31 20:07:44.54 INFO::Writing summary plot of significant
                        results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e6050fad52/figures/summary_plot.pdf
2026-03-31 20:07:45.12 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e6050fad52/figures
2026-03-31 20:07:45.12 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-31 20:07:45.12 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-31 20:07:45.55 INFO::Applying z-score to standardize continuous metadata
2026-03-31 20:07:45.55 INFO::Factor detected for categorial metadata 'c'. Using as-is.
2026-03-31 20:07:45.55 INFO::Bypass z-score application to metadata
2026-03-31 20:07:45.55 INFO::Bypass z-score application to metadata
2026-03-31 20:07:45.57 INFO::Determining format of input files
2026-03-31 20:07:45.58 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-31 20:07:45.58 INFO::Input format is data samples as rows and feature_specific_covariate samples as rows
2026-03-31 20:07:45.58 INFO::Determining format of input files
2026-03-31 20:07:45.58 INFO::Input format is data samples as columns and metadata samples as rows
2026-03-31 20:07:45.58 INFO::Input format is feature_specific_covariate samples as columns
2026-03-31 20:07:45.59 INFO::Determining format of input files
2026-03-31 20:07:45.59 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-31 20:07:45.59 INFO::Input format is feature_specific_covariate samples as columns
2026-03-31 20:07:45.59 INFO::The following samples were found to have metadata but no features (or feature specific covariates if applicable). They will be removed. sample1
2026-03-31 20:07:45.59 INFO::The following samples were found to have feature specific covariates but no features or no metadata. They will be removed. sample1
2026-03-31 20:07:45.60 INFO::Running selected transform method: LOG
2026-03-31 20:07:45.60 INFO::Creating output feature tables folder
2026-03-31 20:07:45.60 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e603e3fecf9/features/data_transformed.tsv
2026-03-31 20:07:45.60 INFO::Running selected transform method: LOG
2026-03-31 20:07:45.60 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e603e3fecf9/features/data_transformed.tsv
2026-03-31 20:07:45.60 INFO::Running selected transform method: PLOG
2026-03-31 20:07:45.60 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e603e3fecf9/features/data_transformed.tsv
2026-03-31 20:07:45.61 INFO::Running selected transform method: NONE
2026-03-31 20:07:45.61 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e603e3fecf9/features/data_transformed.tsv
2026-03-31 20:07:45.61 INFO::Running the linear model component
2026-03-31 20:07:45.62 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:45.62 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:45.62 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:45.63 INFO::Counting total values for each feature
2026-03-31 20:07:45.63 INFO::Running the logistic model component
2026-03-31 20:07:45.63 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:45.64 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:45.64 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:45.64 INFO::Counting total values for each feature
2026-03-31 20:07:45.64 INFO::Re-running abundances for warn_prevalence
2026-03-31 20:07:45.64 INFO::Running selected normalization method: TSS
2026-03-31 20:07:45.65 INFO::Running selected transform method: LOG
2026-03-31 20:07:45.66 INFO::Fitting model to feature number 1, a
2026-03-31 20:07:45.66 INFO::Fitting model to feature number 2, b
2026-03-31 20:07:45.66 INFO::Fitting model to feature number 3, c
2026-03-31 20:07:45.69 INFO::Creating output folder
2026-03-31 20:07:45.69 INFO::Creating fits folder
2026-03-31 20:07:45.69 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e6056deef5c/fits/residuals_linear.rds
2026-03-31 20:07:45.70 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e6056deef5c/fits/fitted_linear.rds
2026-03-31 20:07:45.70 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e6056deef5c/fits/residuals_logistic.rds
2026-03-31 20:07:45.70 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e6056deef5c/fits/fitted_logistic.rds
2026-03-31 20:07:45.70 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpXNELkt/file17e6056deef5c/all_results.tsv
2026-03-31 20:07:45.70 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//RtmpXNELkt/file17e6056deef5c/significant_results.tsv
[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]

[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]
> 
> 
> proc.time()
   user  system elapsed 
133.665   2.760 137.674 

Example timings

maaslin3.Rcheck/maaslin3-Ex.timings

nameusersystemelapsed
maaslin36.9780.7467.775
maaslin_check_arguments0.0540.0020.056
maaslin_check_formula0.0680.0210.089
maaslin_compute_formula0.0810.0220.104
maaslin_contrast_test7.1190.7337.946
maaslin_filter0.2410.0370.278
maaslin_fit5.0260.4635.552
maaslin_log_arguments0.0680.0200.088
maaslin_normalize0.1400.0270.167
maaslin_plot_results16.597 0.61117.378
maaslin_plot_results_from_output16.886 0.61417.615
maaslin_process_metadata0.2530.0440.298
maaslin_read_data0.0650.0170.083
maaslin_reorder_data0.0660.0210.087
maaslin_transform0.3020.0480.363
maaslin_write_results5.9160.5236.487
maaslin_write_results_lefse_format5.8130.4206.293
preprocess_dna_mtx0.0020.0010.002
preprocess_taxa_mtx0.0010.0000.002