Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-04-20 11:37 -0400 (Mon, 20 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 alpha (2026-04-05 r89794) 4961
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-04-08 r89818) 4690
kunpeng2Linux (openEuler 24.03 LTS)aarch64R Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences" 4627
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 1190/2404HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
maaslin3 1.3.0  (landing page)
William Nickols
Snapshot Date: 2026-04-19 13:40 -0400 (Sun, 19 Apr 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 24.04.4 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
kunpeng2Linux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  
See other builds for maaslin3 in R Universe.


CHECK results for maaslin3 on kunpeng2

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.
- See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host.

raw results


Summary

Package: maaslin3
Version: 1.3.0
Command: /home/biocbuild/R/R/bin/R CMD check --install=check:maaslin3.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings maaslin3_1.3.0.tar.gz
StartedAt: 2026-04-17 04:36:14 -0000 (Fri, 17 Apr 2026)
EndedAt: 2026-04-17 04:51:30 -0000 (Fri, 17 Apr 2026)
EllapsedTime: 915.8 seconds
RetCode: 0
Status:   OK  
CheckDir: maaslin3.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD check --install=check:maaslin3.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings maaslin3_1.3.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/maaslin3.Rcheck’
* using R Under development (unstable) (2025-02-19 r87757)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
    aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
    GNU Fortran (GCC) 14.2.0
* running under: openEuler 24.03 (LTS-SP1)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘maaslin3/DESCRIPTION’ ... OK
* this is package ‘maaslin3’ version ‘1.3.0’
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘maaslin3’ can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... NOTE
License stub is invalid DCF.
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... 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               67.766  0.251  68.190
maaslin_plot_results_from_output   67.147  0.251  67.562
maaslin_contrast_test              31.060  0.351  31.478
maaslin3                           29.106  0.798  29.995
maaslin_write_results_lefse_format 26.359  0.067  26.487
maaslin_write_results              23.924  0.164  24.152
maaslin_fit                        22.449  0.092  22.589
* 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
  ‘/home/biocbuild/bbs-3.23-bioc/meat/maaslin3.Rcheck/00check.log’
for details.


Installation output

maaslin3.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD INSTALL maaslin3
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/R/R-devel_2025-02-19/site-library’
* installing *source* package ‘maaslin3’ ...
** this is package ‘maaslin3’ version ‘1.3.0’
** using staged installation
** R
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (maaslin3)

Tests output

maaslin3.Rcheck/tests/testthat.Rout


R Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu

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")
2026-04-17 04:42:12.45 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:42:12.61 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:42:12.76 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:42:12.79 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:42:12.86 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:42:13.00 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:42:13.01 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:42:13.03 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:42:13.20 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:42:13.21 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:42:13.30 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:42:13.38 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:42:13.40 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:42:13.47 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:42:13.60 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:42:36.64 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:42:36.76 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:42:36.90 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:42:36.95 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:42:37.01 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:42:37.14 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:42:37.15 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:42:37.17 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:42:37.34 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:42:37.35 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:42:37.43 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:42:37.51 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:42:37.53 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:42:37.60 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:42:37.72 WARNING::Fitting problem for feature 150 returning NA
Warning: stack imbalance in '::', 52 then 54
Warning: stack imbalance in '<-', 50 then 52
2026-04-17 04:43:18.98 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:43:19.11 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:43:19.25 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:43:19.29 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:43:19.36 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:43:19.50 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:43:19.51 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:43:19.53 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:43:19.72 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:43:19.73 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:43:19.82 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:43:19.90 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:43:19.92 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:43:20.00 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:43:20.13 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:43:41.18 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:43:41.31 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:43:41.44 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:43:41.48 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:43:41.54 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:43:42.78 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:43:42.79 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:43:42.82 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:43:42.99 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:43:42.99 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:43:43.08 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:43:43.15 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:43:43.17 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:43:43.25 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:43:43.37 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:43:43.69 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/residuals_linear.rds
2026-04-17 04:43:43.76 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/fitted_linear.rds
2026-04-17 04:43:43.84 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/residuals_logistic.rds
2026-04-17 04:43:44.19 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/fitted_logistic.rds
2026-04-17 04:44:16.32 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:44:16.46 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:44:16.59 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:44:16.63 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:44:16.69 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:44:16.82 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:44:16.83 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:44:16.85 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:44:17.02 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:44:17.03 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:44:17.11 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:44:17.18 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:44:17.20 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:44:17.28 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:44:17.40 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:44:39.20 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:44:39.33 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:44:39.46 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:44:39.50 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:44:39.56 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:44:39.69 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:44:39.70 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:44:39.72 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:44:39.89 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:44:39.90 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:44:39.98 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:44:40.05 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:44:40.07 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:44:40.14 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:44:40.25 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:44:40.54 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/residuals_linear.rds
2026-04-17 04:44:40.60 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/fitted_linear.rds
2026-04-17 04:44:40.66 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/residuals_logistic.rds
2026-04-17 04:44:41.01 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/fitted_logistic.rds
2026-04-17 04:45:12.07 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:45:12.21 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:45:12.35 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:45:12.39 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:45:12.45 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:45:12.59 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:45:12.60 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:45:12.62 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:45:12.80 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:45:12.81 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:45:12.90 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:45:12.97 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:45:12.99 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:45:13.07 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:45:13.20 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:45:35.57 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:45:35.71 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:45:35.85 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:45:35.89 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:45:35.95 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:45:36.10 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:45:36.11 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:45:36.13 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:45:36.31 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:45:36.32 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:45:36.42 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:45:36.49 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:45:36.51 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:45:36.59 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:45:36.71 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:45:37.09 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/residuals_linear.rds
2026-04-17 04:45:37.15 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/fitted_linear.rds
2026-04-17 04:45:37.22 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/residuals_logistic.rds
2026-04-17 04:45:37.54 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb497547a0f6/fits/fitted_logistic.rds
2026-04-17 04:46:08.19 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:46:08.34 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:46:08.49 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:46:08.53 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:46:08.60 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:46:08.74 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:46:08.75 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:46:08.77 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:46:08.99 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:46:09.00 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:46:09.09 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:46:09.17 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:46:09.19 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:46:09.27 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:46:09.40 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:46:31.66 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:46:31.80 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:46:31.93 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:46:31.98 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:46:32.04 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:46:32.18 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:46:32.19 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:46:32.21 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:46:32.38 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:46:32.39 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:46:32.48 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:46:32.55 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:46:32.57 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:46:32.64 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:46:32.76 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:47:07.48 WARNING::Fitting problem for feature 124 returning NA
2026-04-17 04:47:25.21 WARNING::Fitting problem for feature 124 returning NA
2026-04-17 04:48:01.68 WARNING::Fitting problem for feature 124 returning NA
2026-04-17 04:48:17.63 WARNING::Fitting problem for feature 124 returning NA
2026-04-17 04:48:20.25 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/residuals_linear.rds
2026-04-17 04:48:20.32 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/fitted_linear.rds
2026-04-17 04:48:20.36 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/residuals_logistic.rds
2026-04-17 04:48:20.45 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/fitted_logistic.rds
2026-04-17 04:48:53.24 WARNING::Fitting problem for feature 124 returning NA
2026-04-17 04:49:02.46 WARNING::Fitting problem for feature 124 returning NA
2026-04-17 04:49:03.05 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/residuals_linear.rds
2026-04-17 04:49:03.12 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/fitted_linear.rds
2026-04-17 04:49:03.16 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/residuals_logistic.rds
2026-04-17 04:49:03.24 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/fitted_logistic.rds
2026-04-17 04:49:32.25 WARNING::Fitting problem for feature 124 returning NA
2026-04-17 04:49:41.53 WARNING::Fitting problem for feature 124 returning NA
2026-04-17 04:49:42.06 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/residuals_linear.rds
2026-04-17 04:49:42.12 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/fitted_linear.rds
2026-04-17 04:49:42.17 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/residuals_logistic.rds
2026-04-17 04:49:42.25 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/fitted_logistic.rds
2026-04-17 04:50:09.26 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:50:09.40 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:50:09.54 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:50:09.58 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:50:09.65 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:50:09.79 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:50:09.80 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:50:09.82 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:50:10.04 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:50:10.06 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:50:10.16 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:50:10.24 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:50:10.26 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:50:10.34 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:50:10.47 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:50:33.07 WARNING::Fitting problem for feature 50 returning NA
2026-04-17 04:50:33.21 WARNING::Fitting problem for feature 62 returning NA
2026-04-17 04:50:33.35 WARNING::Fitting problem for feature 74 returning NA
2026-04-17 04:50:33.39 WARNING::Fitting problem for feature 78 returning NA
2026-04-17 04:50:33.45 WARNING::Fitting problem for feature 84 returning NA
2026-04-17 04:50:33.60 WARNING::Fitting problem for feature 96 returning NA
2026-04-17 04:50:33.61 WARNING::Fitting problem for feature 97 returning NA
2026-04-17 04:50:33.63 WARNING::Fitting problem for feature 99 returning NA
2026-04-17 04:50:33.80 WARNING::Fitting problem for feature 114 returning NA
2026-04-17 04:50:33.81 WARNING::Fitting problem for feature 115 returning NA
2026-04-17 04:50:33.91 WARNING::Fitting problem for feature 123 returning NA
2026-04-17 04:50:33.98 WARNING::Fitting problem for feature 130 returning NA
2026-04-17 04:50:34.00 WARNING::Fitting problem for feature 132 returning NA
2026-04-17 04:50:34.09 WARNING::Fitting problem for feature 139 returning NA
2026-04-17 04:50:34.21 WARNING::Fitting problem for feature 150 returning NA
2026-04-17 04:50:34.66 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/residuals_linear.rds
2026-04-17 04:50:34.73 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/fitted_linear.rds
2026-04-17 04:50:34.81 WARNING::Deleting existing residuals file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/residuals_logistic.rds
2026-04-17 04:50:35.16 WARNING::Deleting existing fitted file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49393ae6c0/fits/fitted_logistic.rds
2026-04-17 04:51:04.74 ERROR::Please select a normalization from the list of available options : TSS, CLR, NONE
2026-04-17 04:51:04.77 ERROR::Please select a transform from the list of available options : LOG, PLOG, NONE
2026-04-17 04:51:04.79 ERROR::Please select a correction method from the list of available options : BH, holm, hochberg, hommel, bonferroni, BY
2026-04-17 04:51:04.87 ERROR::No fixed, group, or
                        ordered effects included in formula.
2026-04-17 04:51:04.90 ERROR::Effect name not found in metadata: d
2026-04-17 04:51:04.93 ERROR::No user formula provided
2026-04-17 04:51:04.98 ERROR::Effect name not found in metadata so not applied to formula as random effect: d
2026-04-17 04:51:05.00 ERROR::No fixed/group/ordered/
                        feature-specific effects provided.
2026-04-17 04:51:10.16 INFO::Writing function arguments to log file
2026-04-17 04:51:10.20 INFO::Verifying options selected are valid
2026-04-17 04:51:13.81 INFO::Writing function arguments to log file
2026-04-17 04:51:13.84 INFO::Verifying options selected are valid
2026-04-17 04:51:13.84 INFO::Determining format of input files
2026-04-17 04:51:13.84 INFO::Input format is data samples as rows and metadata samples as rows
2026-04-17 04:51:13.85 INFO::Running selected normalization method: TSS
2026-04-17 04:51:13.85 INFO::Creating output feature tables folder
2026-04-17 04:51:13.85 INFO::Writing normalized data to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/features/data_norm.tsv
2026-04-17 04:51:13.85 INFO::Filter data based on min abundance, min prevalence, and max prevalence
2026-04-17 04:51:13.86 INFO::Total samples in data: 16
2026-04-17 04:51:13.86 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2026-04-17 04:51:13.86 INFO::Max samples allowed with min abundance for a feature not to be filtered: 16.160000
2026-04-17 04:51:13.86 INFO::Total filtered features: 0
2026-04-17 04:51:13.87 INFO::Filtered feature names from abundance, min prevalence, and max prevalence filtering:
2026-04-17 04:51:13.87 INFO::Total features filtered by non-zero variance filtering: 0
2026-04-17 04:51:13.87 INFO::Filtered feature names from variance filtering:
2026-04-17 04:51:13.87 INFO::Writing filtered data to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/features/filtered_data.tsv
2026-04-17 04:51:13.87 INFO::Running selected transform method: LOG
2026-04-17 04:51:13.88 INFO::Writing normalized, filtered, transformed data to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/features/data_transformed.tsv
2026-04-17 04:51:13.88 INFO::Applying z-score to standardize continuous metadata
2026-04-17 04:51:13.89 INFO::Running the linear model component
2026-04-17 04:51:13.92 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:13.93 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:13.93 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:13.95 INFO::Counting total values for each feature
2026-04-17 04:51:13.95 INFO::Running the logistic model component
2026-04-17 04:51:13.98 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:13.99 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:14.00 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:14.02 INFO::Counting total values for each feature
2026-04-17 04:51:14.02 INFO::Re-running abundances for warn_prevalence
2026-04-17 04:51:14.02 INFO::Running selected normalization method: TSS
2026-04-17 04:51:14.02 INFO::Running selected transform method: LOG
2026-04-17 04:51:14.05 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:14.06 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:14.07 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:14.22 INFO::Creating fits folder
2026-04-17 04:51:14.22 INFO::Writing residuals to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/fits/residuals_linear.rds
2026-04-17 04:51:14.22 INFO::Writing fitted values to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/fits/fitted_linear.rds
2026-04-17 04:51:14.23 INFO::Writing residuals to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/fits/residuals_logistic.rds
2026-04-17 04:51:14.23 INFO::Writing fitted values to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/fits/fitted_logistic.rds
2026-04-17 04:51:14.23 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/all_results.tsv
2026-04-17 04:51:14.24 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): /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/significant_results.tsv
2026-04-17 04:51:14.24 INFO::Creating output figures folder
2026-04-17 04:51:14.24 INFO::Writing summary plot of significant
                        results to file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/figures/summary_plot.pdf
2026-04-17 04:51:16.72 INFO::Writing association plots (one for each significant association) to output folder: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/figures
2026-04-17 04:51:16.73 INFO::Plotting associations from most to least significant, grouped by metadata
2026-04-17 04:51:16.73 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-04-17 04:51:17.51 INFO::Writing summary plot of
                        significant results to file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/figures/summary_plot.pdf
2026-04-17 04:51:19.97 INFO::Writing association plots (one for each significant association) to output folder: /home/biocbuild/tmp/RtmpRIhdDx/file1deb49ad254f4/figures
2026-04-17 04:51:19.98 INFO::Plotting associations from most to least significant, grouped by metadata
2026-04-17 04:51:19.98 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-04-17 04:51:20.79 INFO::Running the linear model component
2026-04-17 04:51:20.80 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:20.81 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:20.82 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:20.83 INFO::Counting total values for each feature
2026-04-17 04:51:20.83 INFO::Running the logistic model component
2026-04-17 04:51:20.85 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:20.86 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:20.87 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:20.88 INFO::Counting total values for each feature
2026-04-17 04:51:20.88 INFO::Re-running abundances for warn_prevalence
2026-04-17 04:51:20.89 INFO::Running selected normalization method: TSS
2026-04-17 04:51:20.89 INFO::Running selected transform method: LOG
2026-04-17 04:51:20.90 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:20.91 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:20.92 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:21.07 INFO::Creating output folder
2026-04-17 04:51:21.07 INFO::Creating output figures folder
2026-04-17 04:51:21.07 INFO::Writing summary plot of significant
                        results to file: /home/biocbuild/tmp/RtmpRIhdDx/file1deb4927ac639/figures/summary_plot.pdf
2026-04-17 04:51:23.52 INFO::Writing association plots (one for each significant association) to output folder: /home/biocbuild/tmp/RtmpRIhdDx/file1deb4927ac639/figures
2026-04-17 04:51:23.52 INFO::Plotting associations from most to least significant, grouped by metadata
2026-04-17 04:51:23.53 INFO::Creating boxplot for continuous data (logistic), var1 vs a
2026-04-17 04:51:25.08 INFO::Applying z-score to standardize continuous metadata
2026-04-17 04:51:25.10 INFO::Factor detected for categorial metadata 'c'. Using as-is.
2026-04-17 04:51:25.10 INFO::Bypass z-score application to metadata
2026-04-17 04:51:25.10 INFO::Bypass z-score application to metadata
2026-04-17 04:51:25.17 INFO::Determining format of input files
2026-04-17 04:51:25.17 INFO::Input format is data samples as rows and metadata samples as rows
2026-04-17 04:51:25.18 INFO::Input format is data samples as rows and feature_specific_covariate samples as rows
2026-04-17 04:51:25.19 INFO::Determining format of input files
2026-04-17 04:51:25.19 INFO::Input format is data samples as columns and metadata samples as rows
2026-04-17 04:51:25.19 INFO::Input format is feature_specific_covariate samples as columns
2026-04-17 04:51:25.21 INFO::Determining format of input files
2026-04-17 04:51:25.21 INFO::Input format is data samples as rows and metadata samples as rows
2026-04-17 04:51:25.21 INFO::Input format is feature_specific_covariate samples as columns
2026-04-17 04:51:25.21 INFO::The following samples were found to have metadata but no features (or feature specific covariates if applicable). They will be removed. sample1
2026-04-17 04:51:25.22 INFO::The following samples were found to have feature specific covariates but no features or no metadata. They will be removed. sample1
2026-04-17 04:51:25.23 INFO::Running selected transform method: LOG
2026-04-17 04:51:25.23 INFO::Creating output feature tables folder
2026-04-17 04:51:25.24 INFO::Writing normalized, filtered, transformed data to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb4927048a30/features/data_transformed.tsv
2026-04-17 04:51:25.24 INFO::Running selected transform method: LOG
2026-04-17 04:51:25.24 INFO::Writing normalized, filtered, transformed data to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb4927048a30/features/data_transformed.tsv
2026-04-17 04:51:25.25 INFO::Running selected transform method: PLOG
2026-04-17 04:51:25.25 INFO::Writing normalized, filtered, transformed data to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb4927048a30/features/data_transformed.tsv
2026-04-17 04:51:25.26 INFO::Running selected transform method: NONE
2026-04-17 04:51:25.26 INFO::Writing normalized, filtered, transformed data to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb4927048a30/features/data_transformed.tsv
2026-04-17 04:51:25.27 INFO::Running the linear model component
2026-04-17 04:51:25.29 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:25.29 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:25.30 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:25.31 INFO::Counting total values for each feature
2026-04-17 04:51:25.32 INFO::Running the logistic model component
2026-04-17 04:51:25.33 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:25.34 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:25.35 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:25.36 INFO::Counting total values for each feature
2026-04-17 04:51:25.37 INFO::Re-running abundances for warn_prevalence
2026-04-17 04:51:25.37 INFO::Running selected normalization method: TSS
2026-04-17 04:51:25.37 INFO::Running selected transform method: LOG
2026-04-17 04:51:25.39 INFO::Fitting model to feature number 1, a
2026-04-17 04:51:25.39 INFO::Fitting model to feature number 2, b
2026-04-17 04:51:25.42 INFO::Fitting model to feature number 3, c
2026-04-17 04:51:25.57 INFO::Creating output folder
2026-04-17 04:51:25.57 INFO::Creating fits folder
2026-04-17 04:51:25.57 INFO::Writing residuals to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb493c7a6181/fits/residuals_linear.rds
2026-04-17 04:51:25.57 INFO::Writing fitted values to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb493c7a6181/fits/fitted_linear.rds
2026-04-17 04:51:25.57 INFO::Writing residuals to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb493c7a6181/fits/residuals_logistic.rds
2026-04-17 04:51:25.58 INFO::Writing fitted values to file /home/biocbuild/tmp/RtmpRIhdDx/file1deb493c7a6181/fits/fitted_logistic.rds
2026-04-17 04:51:25.58 INFO::Writing all the results to file (ordered 
            by increasing individual q-values): /home/biocbuild/tmp/RtmpRIhdDx/file1deb493c7a6181/all_results.tsv
2026-04-17 04:51:25.58 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): /home/biocbuild/tmp/RtmpRIhdDx/file1deb493c7a6181/significant_results.tsv
[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]

[ FAIL 0 | WARN 16 | SKIP 0 | PASS 96 ]
> 
> 
> proc.time()
   user  system elapsed 
550.912   5.301 557.579 

Example timings

maaslin3.Rcheck/maaslin3-Ex.timings

nameusersystemelapsed
maaslin329.106 0.79829.995
maaslin_check_arguments0.1900.0040.195
maaslin_check_formula0.2300.0000.231
maaslin_compute_formula0.2550.0000.256
maaslin_contrast_test31.060 0.35131.478
maaslin_filter0.6860.0120.700
maaslin_fit22.449 0.09222.589
maaslin_log_arguments0.2320.0000.233
maaslin_normalize0.4030.0120.416
maaslin_plot_results67.766 0.25168.190
maaslin_plot_results_from_output67.147 0.25167.562
maaslin_process_metadata0.6990.0200.721
maaslin_read_data0.2100.0040.214
maaslin_reorder_data0.2270.0000.227
maaslin_transform0.8590.0150.875
maaslin_write_results23.924 0.16424.152
maaslin_write_results_lefse_format26.359 0.06726.487
preprocess_dna_mtx0.0050.0010.005
preprocess_taxa_mtx0.0050.0000.006