Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-03-12 11:34 -0400 (Thu, 12 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences" 4806
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences" 4049
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 1172/2360HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
maaslin3 1.3.0  (landing page)
William Nickols
Snapshot Date: 2026-03-11 13:40 -0400 (Wed, 11 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: 2026-03-11 19:20:32 -0400 (Wed, 11 Mar 2026)
EndedAt: 2026-03-11 19:24:48 -0400 (Wed, 11 Mar 2026)
EllapsedTime: 256.3 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: 2026-03-11 23:20:32 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   17.687  0.783  18.966
maaslin_plot_results               17.446  0.820  18.856
maaslin_contrast_test               6.870  0.537   7.670
maaslin3                            6.874  0.470   7.484
maaslin_write_results_lefse_format  5.982  0.537   6.688
maaslin_write_results               5.803  0.533   6.553
maaslin_fit                         5.005  0.571   5.804
* 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")
2026-03-11 19:22:12.97 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:22:13.00 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:22:13.05 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:22:13.06 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:22:13.07 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:22:13.11 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:22:13.11 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:22:13.11 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:22:13.15 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:22:13.16 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:22:13.17 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:22:13.19 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:22:13.19 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:22:13.21 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:22:13.24 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:22:19.18 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:22:19.21 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:22:19.25 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:22:19.26 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:22:19.27 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:22:19.30 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:22:19.30 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:22:19.31 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:22:19.34 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:22:19.35 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:22:19.36 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:22:19.38 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:22:19.39 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:22:19.40 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:22:19.43 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:22:21.116 R[20900:133644332] XType: Using static font registry.
Warning: stack imbalance in '::', 52 then 54
Warning: stack imbalance in '<-', 50 then 52
2026-03-11 19:22:31.47 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:22:31.50 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:22:31.53 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:22:31.93 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:22:31.94 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:22:31.97 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:22:31.97 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:22:31.98 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:22:32.01 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:22:32.02 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:22:32.03 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:22:32.05 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:22:32.06 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:22:32.07 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:22:32.10 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:22:37.54 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:22:37.56 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:22:37.59 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:22:37.60 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:22:37.62 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:22:37.65 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:22:37.65 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:22:37.65 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:22:37.70 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:22:37.70 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:22:37.72 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:22:37.73 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:22:37.74 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:22:37.76 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:22:37.80 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:22:37.87 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/residuals_linear.rds
2026-03-11 19:22:37.90 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/fitted_linear.rds
2026-03-11 19:22:37.94 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/residuals_logistic.rds
2026-03-11 19:22:38.12 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/fitted_logistic.rds
2026-03-11 19:22:47.58 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:22:47.61 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:22:47.64 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:22:47.65 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:22:47.66 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:22:47.70 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:22:47.70 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:22:47.70 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:22:47.74 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:22:47.74 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:22:47.76 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:22:47.77 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:22:47.78 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:22:47.79 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:22:47.84 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:22:53.47 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:22:53.50 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:22:53.53 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:22:53.54 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:22:53.55 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:22:53.58 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:22:53.58 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:22:53.59 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:22:53.63 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:22:53.63 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:22:53.65 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:22:53.67 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:22:53.67 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:22:53.69 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:22:53.72 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:22:53.80 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/residuals_linear.rds
2026-03-11 19:22:53.84 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/fitted_linear.rds
2026-03-11 19:22:53.88 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/residuals_logistic.rds
2026-03-11 19:22:54.06 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/fitted_logistic.rds
2026-03-11 19:23:02.85 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:23:02.88 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:23:02.91 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:23:02.92 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:23:02.95 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:23:02.98 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:23:02.98 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:23:02.98 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:23:03.03 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:23:03.03 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:23:03.05 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:23:03.07 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:23:03.07 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:23:03.09 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:23:03.12 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:23:08.29 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:23:08.32 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:23:08.35 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:23:08.36 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:23:08.37 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:23:08.40 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:23:08.40 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:23:08.41 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:23:08.44 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:23:08.45 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:23:08.46 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:23:08.48 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:23:08.48 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:23:08.50 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:23:08.53 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:23:08.62 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/residuals_linear.rds
2026-03-11 19:23:08.66 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/fitted_linear.rds
2026-03-11 19:23:08.69 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/residuals_logistic.rds
2026-03-11 19:23:08.87 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a449795a55/fits/fitted_logistic.rds
2026-03-11 19:23:18.03 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:23:18.06 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:23:18.09 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:23:18.10 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:23:18.11 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:23:18.15 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:23:18.15 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:23:18.16 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:23:18.19 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:23:18.20 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:23:18.21 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:23:18.23 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:23:18.23 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:23:18.25 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:23:18.27 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:23:22.99 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:23:23.02 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:23:23.04 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:23:23.05 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:23:23.07 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:23:23.10 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:23:23.10 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:23:23.10 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:23:23.14 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:23:23.14 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:23:23.16 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:23:23.18 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:23:23.18 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:23:23.20 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:23:23.23 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:23:33.69 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 19:23:37.88 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 19:23:48.29 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 19:23:51.88 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 19:23:52.10 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/residuals_linear.rds
2026-03-11 19:23:52.13 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/fitted_linear.rds
2026-03-11 19:23:52.16 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/residuals_logistic.rds
2026-03-11 19:23:52.20 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/fitted_logistic.rds
2026-03-11 19:24:02.77 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 19:24:04.98 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 19:24:05.08 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/residuals_linear.rds
2026-03-11 19:24:05.12 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/fitted_linear.rds
2026-03-11 19:24:05.14 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/residuals_logistic.rds
2026-03-11 19:24:05.19 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/fitted_logistic.rds
2026-03-11 19:24:13.32 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 19:24:15.45 WARNING::Fitting problem for feature 124 returning NA
2026-03-11 19:24:16.16 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/residuals_linear.rds
2026-03-11 19:24:16.20 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/fitted_linear.rds
2026-03-11 19:24:16.23 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/residuals_logistic.rds
2026-03-11 19:24:16.27 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/fitted_logistic.rds
2026-03-11 19:24:24.10 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:24:24.13 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:24:24.16 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:24:24.17 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:24:24.18 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:24:24.21 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:24:24.22 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:24:24.22 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:24:24.26 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:24:24.26 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:24:24.28 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:24:24.30 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:24:24.31 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:24:24.35 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:24:24.37 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:24:28.98 WARNING::Fitting problem for feature 50 returning NA
2026-03-11 19:24:29.01 WARNING::Fitting problem for feature 62 returning NA
2026-03-11 19:24:29.04 WARNING::Fitting problem for feature 74 returning NA
2026-03-11 19:24:29.05 WARNING::Fitting problem for feature 78 returning NA
2026-03-11 19:24:29.06 WARNING::Fitting problem for feature 84 returning NA
2026-03-11 19:24:29.09 WARNING::Fitting problem for feature 96 returning NA
2026-03-11 19:24:29.09 WARNING::Fitting problem for feature 97 returning NA
2026-03-11 19:24:29.10 WARNING::Fitting problem for feature 99 returning NA
2026-03-11 19:24:29.13 WARNING::Fitting problem for feature 114 returning NA
2026-03-11 19:24:29.14 WARNING::Fitting problem for feature 115 returning NA
2026-03-11 19:24:29.16 WARNING::Fitting problem for feature 123 returning NA
2026-03-11 19:24:29.19 WARNING::Fitting problem for feature 130 returning NA
2026-03-11 19:24:29.20 WARNING::Fitting problem for feature 132 returning NA
2026-03-11 19:24:29.21 WARNING::Fitting problem for feature 139 returning NA
2026-03-11 19:24:29.24 WARNING::Fitting problem for feature 150 returning NA
2026-03-11 19:24:29.33 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/residuals_linear.rds
2026-03-11 19:24:29.36 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/fitted_linear.rds
2026-03-11 19:24:29.40 WARNING::Deleting existing residuals file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/residuals_logistic.rds
2026-03-11 19:24:29.57 WARNING::Deleting existing fitted file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a4139d3eb0/fits/fitted_logistic.rds
2026-03-11 19:24:38.18 ERROR::Please select a normalization from the list of available options : TSS, CLR, NONE
2026-03-11 19:24:38.18 ERROR::Please select a transform from the list of available options : LOG, PLOG, NONE
2026-03-11 19:24:38.19 ERROR::Please select a correction method from the list of available options : BH, holm, hochberg, hommel, bonferroni, BY
2026-03-11 19:24:38.22 ERROR::No fixed, group, or
                        ordered effects included in formula.
2026-03-11 19:24:38.23 ERROR::Effect name not found in metadata: d
2026-03-11 19:24:38.23 ERROR::No user formula provided
2026-03-11 19:24:38.24 ERROR::Effect name not found in metadata so not applied to formula as random effect: d
2026-03-11 19:24:38.25 ERROR::No fixed/group/ordered/
                        feature-specific effects provided.
2026-03-11 19:24:39.48 INFO::Writing function arguments to log file
2026-03-11 19:24:39.49 INFO::Verifying options selected are valid
2026-03-11 19:24:41.11 INFO::Writing function arguments to log file
2026-03-11 19:24:41.12 INFO::Verifying options selected are valid
2026-03-11 19:24:41.12 INFO::Determining format of input files
2026-03-11 19:24:41.12 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-11 19:24:41.12 INFO::Running selected normalization method: TSS
2026-03-11 19:24:41.12 INFO::Creating output feature tables folder
2026-03-11 19:24:41.12 INFO::Writing normalized data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/features/data_norm.tsv
2026-03-11 19:24:41.12 INFO::Filter data based on min abundance, min prevalence, and max prevalence
2026-03-11 19:24:41.12 INFO::Total samples in data: 16
2026-03-11 19:24:41.12 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2026-03-11 19:24:41.12 INFO::Max samples allowed with min abundance for a feature not to be filtered: 16.160000
2026-03-11 19:24:41.12 INFO::Total filtered features: 0
2026-03-11 19:24:41.12 INFO::Filtered feature names from abundance, min prevalence, and max prevalence filtering:
2026-03-11 19:24:41.12 INFO::Total features filtered by non-zero variance filtering: 0
2026-03-11 19:24:41.12 INFO::Filtered feature names from variance filtering:
2026-03-11 19:24:41.12 INFO::Writing filtered data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/features/filtered_data.tsv
2026-03-11 19:24:41.13 INFO::Running selected transform method: LOG
2026-03-11 19:24:41.13 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/features/data_transformed.tsv
2026-03-11 19:24:41.13 INFO::Applying z-score to standardize continuous metadata
2026-03-11 19:24:41.13 INFO::Running the linear model component
2026-03-11 19:24:41.14 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:41.15 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:41.15 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:41.15 INFO::Counting total values for each feature
2026-03-11 19:24:41.15 INFO::Running the logistic model component
2026-03-11 19:24:41.16 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:41.16 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:41.17 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:41.17 INFO::Counting total values for each feature
2026-03-11 19:24:41.17 INFO::Re-running abundances for warn_prevalence
2026-03-11 19:24:41.17 INFO::Running selected normalization method: TSS
2026-03-11 19:24:41.17 INFO::Running selected transform method: LOG
2026-03-11 19:24:41.18 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:41.18 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:41.18 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:41.22 INFO::Creating fits folder
2026-03-11 19:24:41.22 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/fits/residuals_linear.rds
2026-03-11 19:24:41.22 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/fits/fitted_linear.rds
2026-03-11 19:24:41.22 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/fits/residuals_logistic.rds
2026-03-11 19:24:41.22 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/fits/fitted_logistic.rds
2026-03-11 19:24:41.22 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/all_results.tsv
2026-03-11 19:24:41.22 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//RtmpiBRKaB/file51a42f0ca1f1/significant_results.tsv
2026-03-11 19:24:41.23 INFO::Creating output figures folder
2026-03-11 19:24:41.23 INFO::Writing summary plot of significant
                        results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/figures/summary_plot.pdf
2026-03-11 19:24:41.87 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/figures
2026-03-11 19:24:41.87 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-11 19:24:41.88 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-11 19:24:42.09 INFO::Writing summary plot of
                        significant results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/figures/summary_plot.pdf
2026-03-11 19:24:42.72 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a42f0ca1f1/figures
2026-03-11 19:24:42.72 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-11 19:24:42.72 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-11 19:24:42.95 INFO::Running the linear model component
2026-03-11 19:24:42.95 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:42.96 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:42.96 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:42.97 INFO::Counting total values for each feature
2026-03-11 19:24:42.97 INFO::Running the logistic model component
2026-03-11 19:24:42.97 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:42.98 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:42.98 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:42.98 INFO::Counting total values for each feature
2026-03-11 19:24:42.98 INFO::Re-running abundances for warn_prevalence
2026-03-11 19:24:42.98 INFO::Running selected normalization method: TSS
2026-03-11 19:24:42.98 INFO::Running selected transform method: LOG
2026-03-11 19:24:42.99 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:42.99 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:42.99 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:43.01 INFO::Creating output folder
2026-03-11 19:24:43.01 INFO::Creating output figures folder
2026-03-11 19:24:43.01 INFO::Writing summary plot of significant
                        results to file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a425572e56/figures/summary_plot.pdf
2026-03-11 19:24:43.65 INFO::Writing association plots (one for each significant association) to output folder: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a425572e56/figures
2026-03-11 19:24:43.65 INFO::Plotting associations from most to least significant, grouped by metadata
2026-03-11 19:24:43.65 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-03-11 19:24:44.10 INFO::Applying z-score to standardize continuous metadata
2026-03-11 19:24:44.11 INFO::Factor detected for categorial metadata 'c'. Using as-is.
2026-03-11 19:24:44.11 INFO::Bypass z-score application to metadata
2026-03-11 19:24:44.11 INFO::Bypass z-score application to metadata
2026-03-11 19:24:44.13 INFO::Determining format of input files
2026-03-11 19:24:44.13 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-11 19:24:44.13 INFO::Input format is data samples as rows and feature_specific_covariate samples as rows
2026-03-11 19:24:44.13 INFO::Determining format of input files
2026-03-11 19:24:44.13 INFO::Input format is data samples as columns and metadata samples as rows
2026-03-11 19:24:44.14 INFO::Input format is feature_specific_covariate samples as columns
2026-03-11 19:24:44.14 INFO::Determining format of input files
2026-03-11 19:24:44.14 INFO::Input format is data samples as rows and metadata samples as rows
2026-03-11 19:24:44.14 INFO::Input format is feature_specific_covariate samples as columns
2026-03-11 19:24:44.14 INFO::The following samples were found to have metadata but no features (or feature specific covariates if applicable). They will be removed. sample1
2026-03-11 19:24:44.14 INFO::The following samples were found to have feature specific covariates but no features or no metadata. They will be removed. sample1
2026-03-11 19:24:44.15 INFO::Running selected transform method: LOG
2026-03-11 19:24:44.15 INFO::Creating output feature tables folder
2026-03-11 19:24:44.15 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a412bfd332/features/data_transformed.tsv
2026-03-11 19:24:44.15 INFO::Running selected transform method: LOG
2026-03-11 19:24:44.15 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a412bfd332/features/data_transformed.tsv
2026-03-11 19:24:44.15 INFO::Running selected transform method: PLOG
2026-03-11 19:24:44.15 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a412bfd332/features/data_transformed.tsv
2026-03-11 19:24:44.15 INFO::Running selected transform method: NONE
2026-03-11 19:24:44.15 INFO::Writing normalized, filtered, transformed data to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a412bfd332/features/data_transformed.tsv
2026-03-11 19:24:44.16 INFO::Running the linear model component
2026-03-11 19:24:44.16 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:44.16 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:44.16 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:44.16 INFO::Counting total values for each feature
2026-03-11 19:24:44.16 INFO::Running the logistic model component
2026-03-11 19:24:44.17 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:44.17 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:44.17 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:44.17 INFO::Counting total values for each feature
2026-03-11 19:24:44.18 INFO::Re-running abundances for warn_prevalence
2026-03-11 19:24:44.18 INFO::Running selected normalization method: TSS
2026-03-11 19:24:44.18 INFO::Running selected transform method: LOG
2026-03-11 19:24:44.18 INFO::Fitting model to feature number 1, a
2026-03-11 19:24:44.18 INFO::Fitting model to feature number 2, b
2026-03-11 19:24:44.18 INFO::Fitting model to feature number 3, c
2026-03-11 19:24:44.21 INFO::Creating output folder
2026-03-11 19:24:44.21 INFO::Creating fits folder
2026-03-11 19:24:44.21 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a46fc2813b/fits/residuals_linear.rds
2026-03-11 19:24:44.21 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a46fc2813b/fits/fitted_linear.rds
2026-03-11 19:24:44.21 INFO::Writing residuals to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a46fc2813b/fits/residuals_logistic.rds
2026-03-11 19:24:44.22 INFO::Writing fitted values to file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a46fc2813b/fits/fitted_logistic.rds
2026-03-11 19:24:44.22 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpiBRKaB/file51a46fc2813b/all_results.tsv
2026-03-11 19:24:44.22 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//RtmpiBRKaB/file51a46fc2813b/significant_results.tsv
[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]

[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]
> 
> 
> proc.time()
   user  system elapsed 
143.306   4.767 152.666 

Example timings

maaslin3.Rcheck/maaslin3-Ex.timings

nameusersystemelapsed
maaslin36.8740.4707.484
maaslin_check_arguments0.0540.0020.057
maaslin_check_formula0.0550.0040.059
maaslin_compute_formula0.0720.0040.077
maaslin_contrast_test6.8700.5377.670
maaslin_filter0.2500.0230.279
maaslin_fit5.0050.5715.804
maaslin_log_arguments0.0650.0030.071
maaslin_normalize0.1410.0120.174
maaslin_plot_results17.446 0.82018.856
maaslin_plot_results_from_output17.687 0.78318.966
maaslin_process_metadata0.2340.0240.279
maaslin_read_data0.0600.0030.065
maaslin_reorder_data0.0640.0050.077
maaslin_transform0.3040.0270.341
maaslin_write_results5.8030.5336.553
maaslin_write_results_lefse_format5.9820.5376.688
preprocess_dna_mtx0.0010.0000.002
preprocess_taxa_mtx0.0010.0010.001