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This page was generated on 2026-05-19 12:54 -0400 (Tue, 19 May 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 RC (2026-04-17 r89917) -- "Because it was There" 4898
kjohnson3macOS 13.7.7 Venturaarm644.6.0 Patched (2026-05-01 r89994) -- "Because it was There" 4617
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 1502/2377HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
omada 1.15.0  (landing page)
Sokratis Kariotis
Snapshot Date: 2026-05-18 13:45 -0400 (Mon, 18 May 2026)
git_url: https://git.bioconductor.org/packages/omada
git_branch: devel
git_last_commit: 29dae47
git_last_commit_date: 2026-04-28 08:58:54 -0400 (Tue, 28 Apr 2026)
nebbiolo2Linux (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  YES
See other builds for omada in R Universe.


CHECK results for omada on kjohnson3

To the developers/maintainers of the omada package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/omada.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: omada
Version: 1.15.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:omada.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings omada_1.15.0.tar.gz
StartedAt: 2026-05-18 22:56:34 -0400 (Mon, 18 May 2026)
EndedAt: 2026-05-18 23:00:31 -0400 (Mon, 18 May 2026)
EllapsedTime: 236.7 seconds
RetCode: 0
Status:   OK  
CheckDir: omada.Rcheck
Warnings: 0

Command output

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### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:omada.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings omada_1.15.0.tar.gz
###
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* using log directory ‘/Users/biocbuild/bbs-3.24-bioc/meat/omada.Rcheck’
* using R version 4.6.0 Patched (2026-05-01 r89994)
* using platform: aarch64-apple-darwin23
* R was compiled by
    Apple clang version 17.0.0 (clang-1700.3.19.1)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-05-19 02:56:34 UTC
* using option ‘--no-vignettes’
* checking for file ‘omada/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘omada’ version ‘1.15.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... INFO
Depends: includes the non-default packages:
  'pdfCluster', 'kernlab', 'fpc', 'Rcpp', 'diceR', 'ggplot2',
  'reshape', 'genieclust', 'clValid', 'glmnet', 'dplyr'
Adding so many packages to the search path is excessive and importing
selectively is preferable.
* 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 ‘omada’ can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... NOTE
File
  LICENSE
is not mentioned in the DESCRIPTION file.
* 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 ... NOTE
Packages in Depends field not imported from:
  ‘Rcpp’ ‘dplyr’ ‘genieclust’ ‘glmnet’ ‘kernlab’ ‘reshape’
  These packages need to be imported from (in the NAMESPACE file)
  for when this namespace is loaded but not attached.
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
Index.15and28: no visible global function definition for ‘dist’
Index.15and28: no visible global function definition for ‘as.dist’
Index.sPlussMoins: no visible global function definition for ‘dist’
Index.sPlussMoins: no visible global function definition for ‘as.dist’
Index.sPlussMoins: no visible global function definition for ‘median’
Indice.cindex: no visible global function definition for ‘dist’
clusterVoting: no visible global function definition for ‘calinhara’
clusterVoting: no visible global function definition for
  ‘generalised_dunn_index’
clusterVoting: no visible global function definition for
  ‘silhouette_index’
clusterVoting: no visible global function definition for
  ‘negated_davies_bouldin_index’
clusterVoting: no visible binding for global variable ‘k’
clusterVoting: no visible binding for global variable ‘Frequency’
clusteringMethodSelection: no visible binding for global variable
  ‘value’
clusteringMethodSelection: no visible binding for global variable
  ‘methods’
featureSelection: no visible binding for global variable ‘featureSet’
featureSelection: no visible binding for global variable ‘means’
Undefined global functions or variables:
  Frequency as.dist calinhara dist featureSet generalised_dunn_index k
  means median methods negated_davies_bouldin_index silhouette_index
  value
Consider adding
  importFrom("stats", "as.dist", "dist", "median")
  importFrom("utils", "methods")
to your NAMESPACE file.
* 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 contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking LazyData ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                                                   user system elapsed
get_feature_selection_optimal_number_of_features 15.973  0.053  16.064
get_feature_selection_scores                     15.771  0.060  15.885
plot_feature_selection                           11.395  0.051  11.487
get_feature_selection_optimal_features           11.387  0.049  11.446
get_cluster_voting_k_votes                       10.926  0.055  11.010
get_cluster_voting_scores                        10.802  0.032  10.878
get_cluster_voting_metric_votes                  10.660  0.025  10.707
get_cluster_voting_memberships                   10.553  0.029  10.604
get_partition_agreement_scores                   10.290  0.046  10.362
plot_partition_agreement                         10.164  0.040  10.283
get_sample_memberships                            9.969  0.033  10.016
omada                                             8.061  0.028   8.093
plot_cluster_voting                               7.712  0.028   7.758
* 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: 3 NOTEs
See
  ‘/Users/biocbuild/bbs-3.24-bioc/meat/omada.Rcheck/00check.log’
for details.


Installation output

omada.Rcheck/00install.out

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###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL omada
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’
* installing *source* package ‘omada’ ...
** this is package ‘omada’ version ‘1.15.0’
** using staged installation
** R
** data
*** moving datasets to lazyload DB
** 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 (omada)

Tests output

omada.Rcheck/tests/testthat.Rout


R version 4.6.0 Patched (2026-05-01 r89994) -- "Because it was There"
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(omada)
Loading required package: pdfCluster
pdfCluster 1.0-4
Loading required package: kernlab
Loading required package: fpc
Loading required package: Rcpp
Loading required package: diceR
Loading required package: ggplot2

Attaching package: 'ggplot2'

The following object is masked from 'package:kernlab':

    alpha

Loading required package: reshape
Loading required package: genieclust
Loading required package: clValid
Loading required package: cluster
Loading required package: glmnet
Loading required package: Matrix

Attaching package: 'Matrix'

The following object is masked from 'package:reshape':

    expand

Loaded glmnet 5.0
Loading required package: dplyr

Attaching package: 'dplyr'

The following object is masked from 'package:reshape':

    rename

The following object is masked from 'package:pdfCluster':

    groups

The following objects are masked from 'package:stats':

    filter, lag

The following objects are masked from 'package:base':

    intersect, setdiff, setequal, union

> 
> test_check("omada")
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 38 ]

[ FAIL 0 | WARN 1 | SKIP 0 | PASS 38 ]
> 
> proc.time()
   user  system elapsed 
 29.849   0.211  30.117 

Example timings

omada.Rcheck/omada-Ex.timings

nameusersystemelapsed
clusterVoting1.3840.0221.407
clusteringMethodSelection0.4530.0040.461
feasibilityAnalysis0.3070.0070.314
feasibilityAnalysisDataBased0.9120.0140.934
featureSelection2.3560.0132.369
get_agreement_scores0.0620.0020.063
get_average_feature_k_stabilities1.9710.0021.980
get_average_stabilities_per_k0.2150.0020.218
get_average_stability0.2050.0010.206
get_cluster_memberships_k0.3150.0060.320
get_cluster_voting_k_votes10.926 0.05511.010
get_cluster_voting_memberships10.553 0.02910.604
get_cluster_voting_metric_votes10.660 0.02510.707
get_cluster_voting_scores10.802 0.03210.878
get_feature_selection_optimal_features11.387 0.04911.446
get_feature_selection_optimal_number_of_features15.973 0.05316.064
get_feature_selection_scores15.771 0.06015.885
get_generated_dataset0.8700.0040.874
get_internal_metric_scores0.3240.0040.328
get_max_stability0.2050.0040.209
get_metric_votes_k0.3250.0020.327
get_optimal_features3.4840.0133.502
get_optimal_memberships3.0810.0083.091
get_optimal_number_of_features3.1680.0053.173
get_optimal_parameter_used2.8840.0142.905
get_optimal_stability_score2.9040.0102.922
get_partition_agreement_scores10.290 0.04610.362
get_sample_memberships 9.969 0.03310.016
get_vote_frequencies_k0.3170.0040.320
omada8.0610.0288.093
optimalClustering0.0210.0010.023
partitionAgreement0.1190.0020.122
plot_average_stabilities3.7330.0073.753
plot_cluster_voting7.7120.0287.758
plot_feature_selection11.395 0.05111.487
plot_partition_agreement10.164 0.04010.283
plot_vote_frequencies0.3770.0050.382
toy_gene_memberships0.0010.0010.001
toy_genes0.0010.0010.000