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This page was generated on 2026-04-29 10:15 -0400 (Wed, 29 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 RC (2026-04-17 r89917) -- "Because it was There" 4988
kjohnson3macOS 13.7.7 Venturaarm644.6.0 Patched (2026-04-24 r89963) -- "Because it was There" 4694
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Package 1527/2415HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
omada 1.14.0  (landing page)
Sokratis Kariotis
Snapshot Date: 2026-04-28 14:14 -0400 (Tue, 28 Apr 2026)
git_url: https://git.bioconductor.org/packages/omada
git_branch: RELEASE_3_23
git_last_commit: 4e345f8
git_last_commit_date: 2026-04-28 08:58:54 -0400 (Tue, 28 Apr 2026)
nebbiolo1Linux (Ubuntu 24.04.4 LTS) / x86_64  OK    OK    OK  YES
kjohnson3macOS 13.7.7 Ventura / arm64  OK    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: 1.14.0
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_1.14.0.tar.gz
StartedAt: 2026-04-28 22:47:07 -0400 (Tue, 28 Apr 2026)
EndedAt: 2026-04-28 22:51:02 -0400 (Tue, 28 Apr 2026)
EllapsedTime: 234.7 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_1.14.0.tar.gz
###
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* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/omada.Rcheck’
* using R version 4.6.0 Patched (2026-04-24 r89963)
* using platform: aarch64-apple-darwin23
* R was compiled by
    Apple clang version 17.0.0 (clang-1700.3.19.1)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-04-29 02:47:07 UTC
* using option ‘--no-vignettes’
* checking for file ‘omada/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘omada’ version ‘1.14.0’
* 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 16.033  0.054  16.101
get_feature_selection_scores                     15.473  0.057  15.550
get_cluster_voting_metric_votes                  11.588  0.023  11.623
get_cluster_voting_scores                        10.448  0.036  10.533
get_cluster_voting_k_votes                       10.336  0.057  10.404
get_cluster_voting_memberships                   10.291  0.023  10.327
get_partition_agreement_scores                   10.185  0.034  10.229
get_feature_selection_optimal_features           10.169  0.030  10.229
get_sample_memberships                            9.977  0.025  10.007
plot_partition_agreement                          9.836  0.039   9.889
plot_feature_selection                            9.538  0.037   9.777
omada                                             8.491  0.027   8.538
plot_cluster_voting                               8.018  0.019   8.041
* 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-3.23-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 ‘1.14.0’
** 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 (2026-04-24 r89963) -- "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 4.1-10
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 
 30.676   0.217  30.967 

Example timings

omada.Rcheck/omada-Ex.timings

nameusersystemelapsed
clusterVoting1.4070.0231.436
clusteringMethodSelection0.4530.0030.455
feasibilityAnalysis0.3110.0070.318
feasibilityAnalysisDataBased0.7910.0140.807
featureSelection2.8440.0112.877
get_agreement_scores0.0630.0010.064
get_average_feature_k_stabilities1.7800.0031.783
get_average_stabilities_per_k0.2070.0030.210
get_average_stability0.2130.0010.213
get_cluster_memberships_k0.3230.0050.328
get_cluster_voting_k_votes10.336 0.05710.404
get_cluster_voting_memberships10.291 0.02310.327
get_cluster_voting_metric_votes11.588 0.02311.623
get_cluster_voting_scores10.448 0.03610.533
get_feature_selection_optimal_features10.169 0.03010.229
get_feature_selection_optimal_number_of_features16.033 0.05416.101
get_feature_selection_scores15.473 0.05715.550
get_generated_dataset0.7440.0050.749
get_internal_metric_scores0.3110.0060.318
get_max_stability0.2100.0030.213
get_metric_votes_k0.3190.0020.321
get_optimal_features3.5420.0083.553
get_optimal_memberships3.0090.0133.026
get_optimal_number_of_features3.1530.0063.159
get_optimal_parameter_used3.0630.0043.073
get_optimal_stability_score2.8640.0092.873
get_partition_agreement_scores10.185 0.03410.229
get_sample_memberships 9.977 0.02510.007
get_vote_frequencies_k0.3130.0070.320
omada8.4910.0278.538
optimalClustering0.0230.0010.024
partitionAgreement0.1200.0020.124
plot_average_stabilities3.1590.0083.180
plot_cluster_voting8.0180.0198.041
plot_feature_selection9.5380.0379.777
plot_partition_agreement9.8360.0399.889
plot_vote_frequencies0.5030.0090.513
toy_gene_memberships0.0010.0010.002
toy_genes0.0010.0010.001