Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-03-14 11:34 -0400 (Sat, 14 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences" 4837
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences" 4050
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 1172/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
maaslin3 1.3.0  (landing page)
William Nickols
Snapshot Date: 2026-03-13 13:40 -0400 (Fri, 13 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: 2026-03-13 19:10:03 -0400 (Fri, 13 Mar 2026)
EndedAt: 2026-03-13 19:14:22 -0400 (Fri, 13 Mar 2026)
EllapsedTime: 259.5 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) (2026-03-01 r89506)
* 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 Sonoma 14.8.3
* using session charset: UTF-8
* current time: 2026-03-13 23:10:03 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   17.682  0.793  19.234
maaslin_plot_results               17.433  0.803  18.896
maaslin3                            6.999  0.460   8.155
maaslin_contrast_test               6.837  0.556   7.596
maaslin_write_results               5.827  0.579   6.637
maaslin_write_results_lefse_format  5.932  0.447   6.648
maaslin_fit                         5.040  0.567   5.919
* 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 Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences"
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")
2026-03-13 19:11:45.01 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:11:45.04 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:11:45.07 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:11:45.08 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:11:45.09 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:11:45.13 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:11:45.13 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:11:45.13 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:11:45.17 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:11:45.17 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:11:45.20 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:11:45.22 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:11:45.22 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:11:45.24 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:11:45.26 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:11:51.22 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:11:51.25 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:11:51.28 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:11:51.29 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:11:51.32 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:11:51.35 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:11:51.35 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:11:51.35 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:11:51.39 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:11:51.39 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:11:51.41 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:11:51.43 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:11:51.43 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:11:51.46 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:11:51.49 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:11:53.156 R[68567:152624460] XType: Using static font registry.
Warning: stack imbalance in '::', 52 then 54
Warning: stack imbalance in '<-', 50 then 52
2026-03-13 19:12:03.55 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:12:03.58 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:12:03.61 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:12:03.62 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:12:04.07 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:12:04.10 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:12:04.10 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:12:04.10 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:12:04.14 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:12:04.15 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:12:04.16 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:12:04.18 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:12:04.18 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:12:04.20 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:12:04.22 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:12:09.61 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:12:09.64 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:12:09.66 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:12:09.67 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:12:09.69 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:12:09.72 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:12:09.72 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:12:09.72 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:12:09.78 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:12:09.78 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:12:09.80 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:12:09.82 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:12:09.82 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:12:09.84 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:12:09.86 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:12:09.94 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/residuals_linear.rds
2026-03-13 19:12:09.98 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/fitted_linear.rds
2026-03-13 19:12:10.02 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/residuals_logistic.rds
2026-03-13 19:12:10.21 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/fitted_logistic.rds
2026-03-13 19:12:19.80 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:12:19.83 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:12:19.87 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:12:19.87 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:12:19.89 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:12:19.92 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:12:19.93 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:12:19.93 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:12:19.97 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:12:19.97 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:12:19.99 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:12:20.00 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:12:20.01 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:12:20.02 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:12:20.07 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:12:25.69 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:12:25.72 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:12:25.75 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:12:25.76 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:12:25.77 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:12:25.80 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:12:25.81 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:12:25.81 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:12:25.85 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:12:25.85 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:12:25.87 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:12:25.89 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:12:25.90 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:12:25.92 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:12:25.94 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:12:26.04 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/residuals_linear.rds
2026-03-13 19:12:26.08 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/fitted_linear.rds
2026-03-13 19:12:26.12 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/residuals_logistic.rds
2026-03-13 19:12:26.31 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/fitted_logistic.rds
2026-03-13 19:12:35.19 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:12:35.22 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:12:35.26 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:12:35.27 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:12:35.28 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:12:35.32 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:12:35.32 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:12:35.33 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:12:35.37 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:12:35.37 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:12:35.39 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:12:35.41 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:12:35.41 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:12:35.43 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:12:35.45 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:12:41.22 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:12:41.24 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:12:41.27 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:12:41.28 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:12:41.29 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:12:41.32 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:12:41.33 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:12:41.33 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:12:41.36 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:12:41.37 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:12:41.39 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:12:41.41 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:12:41.41 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:12:41.43 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:12:41.46 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:12:41.56 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/residuals_linear.rds
2026-03-13 19:12:41.60 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/fitted_linear.rds
2026-03-13 19:12:41.63 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/residuals_logistic.rds
2026-03-13 19:12:41.82 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd739e187aa/fits/fitted_logistic.rds
2026-03-13 19:12:51.16 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:12:51.19 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:12:51.22 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:12:51.23 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:12:51.24 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:12:51.27 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:12:51.27 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:12:51.28 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:12:51.31 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:12:51.32 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:12:51.33 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:12:51.35 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:12:51.36 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:12:51.37 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:12:51.41 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:12:56.04 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:12:56.07 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:12:56.10 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:12:56.11 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:12:56.12 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:12:56.15 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:12:56.15 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:12:56.16 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:12:56.20 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:12:56.20 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:12:56.23 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:12:56.24 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:12:56.25 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:12:56.27 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:12:56.30 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:13:06.33 WARNING::Fitting problem for feature 124 returning NA
2026-03-13 19:13:10.46 WARNING::Fitting problem for feature 124 returning NA
2026-03-13 19:13:20.92 WARNING::Fitting problem for feature 124 returning NA
2026-03-13 19:13:24.65 WARNING::Fitting problem for feature 124 returning NA
2026-03-13 19:13:24.87 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/residuals_linear.rds
2026-03-13 19:13:24.91 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/fitted_linear.rds
2026-03-13 19:13:24.94 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/residuals_logistic.rds
2026-03-13 19:13:24.98 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/fitted_logistic.rds
2026-03-13 19:13:35.22 WARNING::Fitting problem for feature 124 returning NA
2026-03-13 19:13:37.40 WARNING::Fitting problem for feature 124 returning NA
2026-03-13 19:13:37.51 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/residuals_linear.rds
2026-03-13 19:13:37.55 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/fitted_linear.rds
2026-03-13 19:13:37.57 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/residuals_logistic.rds
2026-03-13 19:13:37.61 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/fitted_logistic.rds
2026-03-13 19:13:45.83 WARNING::Fitting problem for feature 124 returning NA
2026-03-13 19:13:48.64 WARNING::Fitting problem for feature 124 returning NA
2026-03-13 19:13:48.75 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/residuals_linear.rds
2026-03-13 19:13:48.78 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/fitted_linear.rds
2026-03-13 19:13:48.80 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/residuals_logistic.rds
2026-03-13 19:13:48.85 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/fitted_logistic.rds
2026-03-13 19:13:56.77 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:13:56.81 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:13:56.84 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:13:56.85 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:13:56.86 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:13:56.89 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:13:56.89 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:13:56.90 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:13:56.93 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:13:56.93 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:13:56.95 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:13:56.97 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:13:56.97 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:13:56.99 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:13:57.01 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:14:02.40 WARNING::Fitting problem for feature 50 returning NA
2026-03-13 19:14:02.43 WARNING::Fitting problem for feature 62 returning NA
2026-03-13 19:14:02.46 WARNING::Fitting problem for feature 74 returning NA
2026-03-13 19:14:02.47 WARNING::Fitting problem for feature 78 returning NA
2026-03-13 19:14:02.49 WARNING::Fitting problem for feature 84 returning NA
2026-03-13 19:14:02.52 WARNING::Fitting problem for feature 96 returning NA
2026-03-13 19:14:02.52 WARNING::Fitting problem for feature 97 returning NA
2026-03-13 19:14:02.53 WARNING::Fitting problem for feature 99 returning NA
2026-03-13 19:14:02.59 WARNING::Fitting problem for feature 114 returning NA
2026-03-13 19:14:02.60 WARNING::Fitting problem for feature 115 returning NA
2026-03-13 19:14:02.61 WARNING::Fitting problem for feature 123 returning NA
2026-03-13 19:14:02.63 WARNING::Fitting problem for feature 130 returning NA
2026-03-13 19:14:02.63 WARNING::Fitting problem for feature 132 returning NA
2026-03-13 19:14:02.65 WARNING::Fitting problem for feature 139 returning NA
2026-03-13 19:14:02.67 WARNING::Fitting problem for feature 150 returning NA
2026-03-13 19:14:02.76 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/residuals_linear.rds
2026-03-13 19:14:02.80 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/fitted_linear.rds
2026-03-13 19:14:02.83 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/residuals_logistic.rds
2026-03-13 19:14:03.01 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd71495d933/fits/fitted_logistic.rds
2026-03-13 19:14:12.29 ERROR::Please select a normalization from the list of available options : TSS, CLR, NONE
2026-03-13 19:14:12.30 ERROR::Please select a transform from the list of available options : LOG, PLOG, NONE
2026-03-13 19:14:12.30 ERROR::Please select a correction method from the list of available options : BH, holm, hochberg, hommel, bonferroni, BY
2026-03-13 19:14:12.33 ERROR::No fixed, group, or
                        ordered effects included in formula.
2026-03-13 19:14:12.33 ERROR::Effect name not found in metadata: d
2026-03-13 19:14:12.34 ERROR::No user formula provided
2026-03-13 19:14:12.35 ERROR::Effect name not found in metadata so not applied to formula as random effect: d
2026-03-13 19:14:12.36 ERROR::No fixed/group/ordered/
                        feature-specific effects provided.
2026-03-13 19:14:13.50 INFO::Writing function arguments to log file
2026-03-13 19:14:13.51 INFO::Verifying options selected are valid
2026-03-13 19:14:14.46 INFO::Writing function arguments to log file
2026-03-13 19:14:14.46 INFO::Verifying options selected are valid
2026-03-13 19:14:14.47 INFO::Determining format of input files
2026-03-13 19:14:14.47 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-13 19:14:14.47 INFO::Running selected normalization method: TSS
2026-03-13 19:14:14.47 INFO::Creating output feature tables folder
2026-03-13 19:14:14.47 INFO::Writing normalized data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/features/data_norm.tsv
2026-03-13 19:14:14.47 INFO::Filter data based on min abundance, min prevalence, and max prevalence
2026-03-13 19:14:14.47 INFO::Total samples in data: 16
2026-03-13 19:14:14.47 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2026-03-13 19:14:14.47 INFO::Max samples allowed with min abundance for a feature not to be filtered: 16.160000
2026-03-13 19:14:14.47 INFO::Total filtered features: 0
2026-03-13 19:14:14.47 INFO::Filtered feature names from abundance, min prevalence, and max prevalence filtering:
2026-03-13 19:14:14.47 INFO::Total features filtered by non-zero variance filtering: 0
2026-03-13 19:14:14.47 INFO::Filtered feature names from variance filtering:
2026-03-13 19:14:14.47 INFO::Writing filtered data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/features/filtered_data.tsv
2026-03-13 19:14:14.47 INFO::Running selected transform method: LOG
2026-03-13 19:14:14.47 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/features/data_transformed.tsv
2026-03-13 19:14:14.47 INFO::Applying z-score to standardize continuous metadata
2026-03-13 19:14:14.48 INFO::Running the linear model component
2026-03-13 19:14:14.48 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:14.48 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:14.49 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:14.49 INFO::Counting total values for each feature
2026-03-13 19:14:14.49 INFO::Running the logistic model component
2026-03-13 19:14:14.50 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:14.50 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:14.50 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:14.50 INFO::Counting total values for each feature
2026-03-13 19:14:14.51 INFO::Re-running abundances for warn_prevalence
2026-03-13 19:14:14.51 INFO::Running selected normalization method: TSS
2026-03-13 19:14:14.51 INFO::Running selected transform method: LOG
2026-03-13 19:14:14.52 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:14.52 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:14.52 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:14.55 INFO::Creating fits folder
2026-03-13 19:14:14.55 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/fits/residuals_linear.rds
2026-03-13 19:14:14.55 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/fits/fitted_linear.rds
2026-03-13 19:14:14.55 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/fits/residuals_logistic.rds
2026-03-13 19:14:14.55 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/fits/fitted_logistic.rds
2026-03-13 19:14:14.55 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/all_results.tsv
2026-03-13 19:14:14.55 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//RtmpTh11ZD/file10bd7417cff5b/significant_results.tsv
2026-03-13 19:14:14.55 INFO::Creating output figures folder
2026-03-13 19:14:14.55 INFO::Writing summary plot of significant
                        results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/figures/summary_plot.pdf
2026-03-13 19:14:15.20 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/figures
2026-03-13 19:14:15.20 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-13 19:14:15.21 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-13 19:14:15.42 INFO::Writing summary plot of
                        significant results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/figures/summary_plot.pdf
2026-03-13 19:14:16.07 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd7417cff5b/figures
2026-03-13 19:14:16.07 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-13 19:14:16.07 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-13 19:14:16.28 INFO::Running the linear model component
2026-03-13 19:14:16.28 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:16.29 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:16.29 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:16.29 INFO::Counting total values for each feature
2026-03-13 19:14:16.29 INFO::Running the logistic model component
2026-03-13 19:14:16.29 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:16.30 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:16.30 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:16.30 INFO::Counting total values for each feature
2026-03-13 19:14:16.30 INFO::Re-running abundances for warn_prevalence
2026-03-13 19:14:16.30 INFO::Running selected normalization method: TSS
2026-03-13 19:14:16.30 INFO::Running selected transform method: LOG
2026-03-13 19:14:16.30 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:16.30 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:16.31 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:16.33 INFO::Creating output folder
2026-03-13 19:14:16.33 INFO::Creating output figures folder
2026-03-13 19:14:16.33 INFO::Writing summary plot of significant
                        results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd75a0e50cb/figures/summary_plot.pdf
2026-03-13 19:14:16.99 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd75a0e50cb/figures
2026-03-13 19:14:16.99 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-13 19:14:16.99 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-13 19:14:17.43 INFO::Applying z-score to standardize continuous metadata
2026-03-13 19:14:17.43 INFO::Factor detected for categorial metadata 'c'. Using as-is.
2026-03-13 19:14:17.43 INFO::Bypass z-score application to metadata
2026-03-13 19:14:17.43 INFO::Bypass z-score application to metadata
2026-03-13 19:14:17.45 INFO::Determining format of input files
2026-03-13 19:14:17.45 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-13 19:14:17.45 INFO::Input format is data samples as rows and feature_specific_covariate samples as rows
2026-03-13 19:14:17.46 INFO::Determining format of input files
2026-03-13 19:14:17.46 INFO::Input format is data samples as columns and metadata samples as rows
2026-03-13 19:14:17.46 INFO::Input format is feature_specific_covariate samples as columns
2026-03-13 19:14:17.46 INFO::Determining format of input files
2026-03-13 19:14:17.46 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-13 19:14:17.46 INFO::Input format is feature_specific_covariate samples as columns
2026-03-13 19:14:17.46 INFO::The following samples were found to have metadata but no features (or feature specific covariates if applicable). They will be removed. sample1
2026-03-13 19:14:17.46 INFO::The following samples were found to have feature specific covariates but no features or no metadata. They will be removed. sample1
2026-03-13 19:14:17.47 INFO::Running selected transform method: LOG
2026-03-13 19:14:17.47 INFO::Creating output feature tables folder
2026-03-13 19:14:17.47 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd79dbb999/features/data_transformed.tsv
2026-03-13 19:14:17.48 INFO::Running selected transform method: LOG
2026-03-13 19:14:17.48 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd79dbb999/features/data_transformed.tsv
2026-03-13 19:14:17.48 INFO::Running selected transform method: PLOG
2026-03-13 19:14:17.48 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd79dbb999/features/data_transformed.tsv
2026-03-13 19:14:17.48 INFO::Running selected transform method: NONE
2026-03-13 19:14:17.48 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd79dbb999/features/data_transformed.tsv
2026-03-13 19:14:17.48 INFO::Running the linear model component
2026-03-13 19:14:17.49 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:17.49 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:17.49 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:17.49 INFO::Counting total values for each feature
2026-03-13 19:14:17.49 INFO::Running the logistic model component
2026-03-13 19:14:17.50 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:17.50 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:17.50 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:17.50 INFO::Counting total values for each feature
2026-03-13 19:14:17.50 INFO::Re-running abundances for warn_prevalence
2026-03-13 19:14:17.50 INFO::Running selected normalization method: TSS
2026-03-13 19:14:17.50 INFO::Running selected transform method: LOG
2026-03-13 19:14:17.51 INFO::Fitting model to feature number 1, a
2026-03-13 19:14:17.51 INFO::Fitting model to feature number 2, b
2026-03-13 19:14:17.51 INFO::Fitting model to feature number 3, c
2026-03-13 19:14:17.54 INFO::Creating output folder
2026-03-13 19:14:17.54 INFO::Creating fits folder
2026-03-13 19:14:17.54 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd73875f0dd/fits/residuals_linear.rds
2026-03-13 19:14:17.54 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd73875f0dd/fits/fitted_linear.rds
2026-03-13 19:14:17.54 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd73875f0dd/fits/residuals_logistic.rds
2026-03-13 19:14:17.54 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd73875f0dd/fits/fitted_logistic.rds
2026-03-13 19:14:17.54 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpTh11ZD/file10bd73875f0dd/all_results.tsv
2026-03-13 19:14:17.54 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//RtmpTh11ZD/file10bd73875f0dd/significant_results.tsv
[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]

[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]
> 
> 
> proc.time()
   user  system elapsed 
143.975   4.523 154.031 

Example timings

maaslin3.Rcheck/maaslin3-Ex.timings

nameusersystemelapsed
maaslin36.9990.4608.155
maaslin_check_arguments0.0530.0010.056
maaslin_check_formula0.0610.0060.067
maaslin_compute_formula0.0750.0050.087
maaslin_contrast_test6.8370.5567.596
maaslin_filter0.2490.0320.302
maaslin_fit5.0400.5675.919
maaslin_log_arguments0.0600.0030.068
maaslin_normalize0.1330.0110.150
maaslin_plot_results17.433 0.80318.896
maaslin_plot_results_from_output17.682 0.79319.234
maaslin_process_metadata0.2380.0260.275
maaslin_read_data0.0580.0030.061
maaslin_reorder_data0.0670.0040.071
maaslin_transform0.3140.0360.371
maaslin_write_results5.8270.5796.637
maaslin_write_results_lefse_format5.9320.4476.648
preprocess_dna_mtx0.0010.0000.002
preprocess_taxa_mtx0.0010.0000.001