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This page was generated on 2025-12-11 12:06 -0500 (Thu, 11 Dec 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4879
merida1macOS 12.7.6 Montereyx86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4670
kjohnson1macOS 13.7.5 Venturaarm644.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" 4604
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4669
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 1493/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
omada 1.12.0  (landing page)
Sokratis Kariotis
Snapshot Date: 2025-12-08 13:45 -0500 (Mon, 08 Dec 2025)
git_url: https://git.bioconductor.org/packages/omada
git_branch: RELEASE_3_22
git_last_commit: 53ba5ea
git_last_commit_date: 2025-10-29 11:18:23 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson1macOS 13.7.5 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for omada on kjohnson1

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: 1.12.0
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_1.12.0.tar.gz
StartedAt: 2025-12-10 15:01:56 -0500 (Wed, 10 Dec 2025)
EndedAt: 2025-12-10 15:17:34 -0500 (Wed, 10 Dec 2025)
EllapsedTime: 938.4 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_1.12.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/omada.Rcheck’
* using R version 4.5.2 Patched (2025-11-04 r88984)
* using platform: aarch64-apple-darwin20
* R was compiled by
    Apple clang version 16.0.0 (clang-1600.0.26.6)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.8
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘omada/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘omada’ version ‘1.12.0’
* 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_scores                     42.034  0.987  60.746
get_feature_selection_optimal_number_of_features 40.503  0.954  55.039
plot_feature_selection                           31.781  0.644  45.409
plot_partition_agreement                         31.055  0.723  44.838
get_partition_agreement_scores                   30.112  0.645  42.987
get_sample_memberships                           29.811  0.626  42.807
get_cluster_voting_k_votes                       29.230  0.704  41.505
get_cluster_voting_metric_votes                  28.991  0.703  40.039
get_feature_selection_optimal_features           28.915  0.725  39.589
get_cluster_voting_scores                        28.239  0.729  39.545
get_cluster_voting_memberships                   26.520  0.727  37.043
omada                                            23.362  0.535  33.372
plot_cluster_voting                              22.381  0.503  32.136
get_optimal_features                             10.779  0.172  15.774
get_optimal_number_of_features                   10.742  0.181  15.300
plot_average_stabilities                         10.610  0.193  14.723
get_optimal_stability_score                       9.126  0.149  13.165
get_optimal_memberships                           8.853  0.167  13.061
get_optimal_parameter_used                        7.765  0.149  11.108
featureSelection                                  6.726  0.135   9.433
clusterVoting                                     4.212  0.411   6.527
get_average_feature_k_stabilities                 4.285  0.086   6.091
feasibilityAnalysisDataBased                      3.840  0.089   5.363
* 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-3.22-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/4.5-arm64/Resources/library’
* installing *source* package ‘omada’ ...
** this is package ‘omada’ version ‘1.12.0’
** 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 4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20

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 
 87.337   2.462 126.498 

Example timings

omada.Rcheck/omada-Ex.timings

nameusersystemelapsed
clusterVoting4.2120.4116.527
clusteringMethodSelection1.6580.0532.240
feasibilityAnalysis1.1050.0211.662
feasibilityAnalysisDataBased3.8400.0895.363
featureSelection6.7260.1359.433
get_agreement_scores0.1340.0060.201
get_average_feature_k_stabilities4.2850.0866.091
get_average_stabilities_per_k0.8070.0081.056
get_average_stability0.8360.0171.275
get_cluster_memberships_k0.9130.1221.538
get_cluster_voting_k_votes29.230 0.70441.505
get_cluster_voting_memberships26.520 0.72737.043
get_cluster_voting_metric_votes28.991 0.70340.039
get_cluster_voting_scores28.239 0.72939.545
get_feature_selection_optimal_features28.915 0.72539.589
get_feature_selection_optimal_number_of_features40.503 0.95455.039
get_feature_selection_scores42.034 0.98760.746
get_generated_dataset2.9370.0264.359
get_internal_metric_scores0.8740.1081.430
get_max_stability0.7990.0171.094
get_metric_votes_k0.8910.1241.444
get_optimal_features10.779 0.17215.774
get_optimal_memberships 8.853 0.16713.061
get_optimal_number_of_features10.742 0.18115.300
get_optimal_parameter_used 7.765 0.14911.108
get_optimal_stability_score 9.126 0.14913.165
get_partition_agreement_scores30.112 0.64542.987
get_sample_memberships29.811 0.62642.807
get_vote_frequencies_k0.7950.0911.276
omada23.362 0.53533.372
optimalClustering0.0950.0050.133
partitionAgreement0.2770.0140.366
plot_average_stabilities10.610 0.19314.723
plot_cluster_voting22.381 0.50332.136
plot_feature_selection31.781 0.64445.409
plot_partition_agreement31.055 0.72344.838
plot_vote_frequencies1.1190.1211.671
toy_gene_memberships0.0170.0050.024
toy_genes0.0010.0040.004