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This page was generated on 2026-05-06 11:34 -0400 (Wed, 06 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" 4878
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4663
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 1493/2366HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
omada 1.15.0  (landing page)
Sokratis Kariotis
Snapshot Date: 2026-05-05 13:45 -0400 (Tue, 05 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
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  
See other builds for omada in R Universe.


CHECK results for omada on taishan

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

raw results


Summary

Package: omada
Version: 1.15.0
Command: /home/biocbuild/R/R/bin/R CMD check --install=check:omada.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings omada_1.15.0.tar.gz
StartedAt: 2026-05-05 12:32:46 -0000 (Tue, 05 May 2026)
EndedAt: 2026-05-05 12:46:54 -0000 (Tue, 05 May 2026)
EllapsedTime: 847.9 seconds
RetCode: 0
Status:   OK  
CheckDir: omada.Rcheck
Warnings: 0

Command output

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### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD check --install=check:omada.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings omada_1.15.0.tar.gz
###
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* using log directory ‘/home/biocbuild/bbs-3.24-bioc/meat/omada.Rcheck’
* using R version 4.5.0 (2025-04-11)
* 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)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘omada/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘omada’ version ‘1.15.0’
* 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 loading without being on the library search path ... 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                     49.600  0.182  50.382
get_feature_selection_optimal_number_of_features 48.512  0.156  48.850
plot_partition_agreement                         38.161  0.056  78.508
get_partition_agreement_scores                   35.844  0.096  36.127
get_feature_selection_optimal_features           35.624  0.115  35.853
get_cluster_voting_k_votes                       34.503  0.076  34.968
get_cluster_voting_scores                        34.357  0.120  35.012
get_sample_memberships                           34.385  0.072  34.541
get_cluster_voting_memberships                   33.676  0.104  33.853
get_cluster_voting_metric_votes                  33.599  0.120  33.977
plot_feature_selection                           32.752  0.060  47.555
omada                                            24.896  0.096  25.047
plot_cluster_voting                              24.251  0.048  24.349
get_optimal_number_of_features                   12.022  0.012  12.217
plot_average_stabilities                         11.539  0.028  11.601
get_optimal_features                             11.141  0.008  11.260
get_optimal_parameter_used                        9.884  0.019  10.556
get_optimal_memberships                           9.235  0.043  10.271
featureSelection                                  8.913  0.092   9.233
get_optimal_stability_score                       8.982  0.000   9.095
get_average_feature_k_stabilities                 6.503  0.067   6.600
clusterVoting                                     5.352  0.103   5.968
* 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
  ‘/home/biocbuild/bbs-3.24-bioc/meat/omada.Rcheck/00check.log’
for details.


Installation output

omada.Rcheck/00install.out

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


* installing to library ‘/home/biocbuild/R/R-4.5.0/site-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 4.5.0 (2025-04-11) -- "How About a Twenty-Six"
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(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 object is masked from 'package:testthat':

    matches

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 
 99.763   1.252 116.769 

Example timings

omada.Rcheck/omada-Ex.timings

nameusersystemelapsed
clusterVoting5.3520.1035.968
clusteringMethodSelection1.6650.0132.216
feasibilityAnalysis1.7500.0232.123
feasibilityAnalysisDataBased2.8980.0283.264
featureSelection8.9130.0929.233
get_agreement_scores0.1740.0240.198
get_average_feature_k_stabilities6.5030.0676.600
get_average_stabilities_per_k1.2580.0001.276
get_average_stability1.2670.0001.270
get_cluster_memberships_k1.3190.0801.402
get_cluster_voting_k_votes34.503 0.07634.968
get_cluster_voting_memberships33.676 0.10433.853
get_cluster_voting_metric_votes33.599 0.12033.977
get_cluster_voting_scores34.357 0.12035.012
get_feature_selection_optimal_features35.624 0.11535.853
get_feature_selection_optimal_number_of_features48.512 0.15648.850
get_feature_selection_scores49.600 0.18250.382
get_generated_dataset3.7180.0163.740
get_internal_metric_scores1.5370.0121.552
get_max_stability1.1160.0081.127
get_metric_votes_k1.3110.0711.385
get_optimal_features11.141 0.00811.260
get_optimal_memberships 9.235 0.04310.271
get_optimal_number_of_features12.022 0.01212.217
get_optimal_parameter_used 9.884 0.01910.556
get_optimal_stability_score8.9820.0009.095
get_partition_agreement_scores35.844 0.09636.127
get_sample_memberships34.385 0.07234.541
get_vote_frequencies_k1.5360.0041.543
omada24.896 0.09625.047
optimalClustering0.4690.0000.470
partitionAgreement0.3470.0000.347
plot_average_stabilities11.539 0.02811.601
plot_cluster_voting24.251 0.04824.349
plot_feature_selection32.752 0.06047.555
plot_partition_agreement38.161 0.05678.508
plot_vote_frequencies1.6800.0002.739
toy_gene_memberships0.0170.0000.033
toy_genes0.0010.0000.005