Dario Tommasini
| Snapshot Date: 2026-01-15 13:40 -0500 (Thu, 15 Jan 2026) |
| git_url: https://git.bioconductor.org/packages/multiWGCNA |
| git_branch: devel |
| git_last_commit: 42c77b5 |
| git_last_commit_date: 2026-01-07 19:41:10 -0500 (Wed, 07 Jan 2026) |
| Back to Multiple platform build/check report for BioC 3.23: simplified long |
|
This page was generated on 2026-01-16 11:12 -0500 (Fri, 16 Jan 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | R Under development (unstable) (2025-12-22 r89219) -- "Unsuffered Consequences" | 4849 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences" | 4628 |
| 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 1415/2343 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| multiWGCNA 1.9.3 (landing page) Dario Tommasini
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | OK | | ||||||||
|
To the developers/maintainers of the multiWGCNA package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/multiWGCNA.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. |
| Package: multiWGCNA |
| Version: 1.9.3 |
| Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:multiWGCNA.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings multiWGCNA_1.9.3.tar.gz |
| StartedAt: 2026-01-15 21:24:51 -0500 (Thu, 15 Jan 2026) |
| EndedAt: 2026-01-15 21:29:33 -0500 (Thu, 15 Jan 2026) |
| EllapsedTime: 281.9 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: multiWGCNA.Rcheck |
| Warnings: 0 |
##############################################################################
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###
### Running command:
###
### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:multiWGCNA.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings multiWGCNA_1.9.3.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/multiWGCNA.Rcheck’
* using R Under development (unstable) (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 ‘multiWGCNA/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘multiWGCNA’ version ‘1.9.3’
* package encoding: UTF-8
* 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 ‘multiWGCNA’ 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 ... 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 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 ... NOTE
BuildTOMFlowDF: no visible global function definition for ‘as.dist’
BuildTOMFlowDF: no visible binding for global variable ‘Gene’
BuildTOMFlowDF: no visible binding for global variable ‘Network’
BuildTOMFlowDF: no visible binding for global variable ‘Label’
BuildTOMFlowDF: no visible binding for global variable ‘Order’
BuildTOMFlowDF: no visible binding for global variable ‘Color’
GetSignificantOverlap: no visible binding for global variable ‘p.adj’
GetSignificantOverlap: no visible binding for global variable ‘overlap’
ModuleFlowPlot : <anonymous>: no visible binding for global variable
‘mod1’
ModuleFlowPlot : <anonymous>: no visible binding for global variable
‘mod2’
ModuleFlowPlot: no visible binding for global variable ‘module’
ModuleFlowPlot: no visible binding for global variable ‘p.adj’
ModuleFlowPlot: no visible binding for global variable ‘overlap’
ModuleFlowPlot: no visible binding for global variable ‘n.genes’
ModuleFlowPlot: no visible binding for global variable ‘color’
ModuleFlowPlot: no visible binding for global variable ‘name_clean’
ModuleFlowPlot: no visible binding for global variable ‘x’
ModuleFlowPlot: no visible binding for global variable ‘y’
ModuleFlowPlot: no visible binding for global variable ‘text’
ModuleFlowPlot2Way: no visible binding for global variable ‘overlap’
ModuleFlowPlot2Way: no visible binding for global variable ‘mod1’
ModuleFlowPlot2Way: no visible binding for global variable ‘mod2’
ModuleFlowPlot2Way: no visible binding for global variable ‘p.adj’
ModuleFlowPlot2Way: no visible binding for global variable ‘stratum’
PlotMultiNodesTOMflow: no visible binding for global variable ‘module’
PlotMultiNodesTOMflow: no visible binding for global variable ‘Count’
PlotMultiNodesTOMflow: no visible binding for global variable ‘stratum’
TOMFlowPlot: no visible global function definition for ‘as.dist’
TOMFlowPlot: no visible binding for global variable ‘module’
TOMFlowPlot: no visible binding for global variable ‘Count’
TOMFlowPlot: no visible binding for global variable ‘one.gene’
TOMFlowPlot: no visible binding for global variable ‘two.gene’
TOMFlowPlot: no visible binding for global variable ‘stratum’
bidirectionalBestMatches: no visible binding for global variable ‘mod1’
bidirectionalBestMatches: no visible binding for global variable ‘mod2’
bidirectionalBestMatches: no visible binding for global variable
‘overlap’
coexpressionLineGraph: no visible binding for global variable ‘Var1’
coexpressionLineGraph: no visible binding for global variable ‘value’
coexpressionLineGraph: no visible binding for global variable ‘Var2’
computeOverlapsFromWGCNA: no visible binding for global variable ‘mod1’
computeOverlapsFromWGCNA: no visible binding for global variable ‘mod2’
continuousFlowPlot: no visible global function definition for ‘ulist’
continuousFlowPlot: no visible binding for global variable
‘uniqueSortedData’
continuousFlowPlot: no visible binding for global variable ‘stratum’
continuousFlowPlot: no visible global function definition for ‘error’
correlationComparisonBoxplot: no visible binding for global variable
‘Status’
correlationComparisonBoxplot: no visible binding for global variable
‘Correlation’
correlationComparisonHeatmaps: no visible binding for global variable
‘Var1’
correlationComparisonHeatmaps: no visible binding for global variable
‘Var2’
correlationComparisonHeatmaps: no visible binding for global variable
‘value’
diffCoexpression: no visible binding for global variable ‘p.adj’
diffModuleExpression: no visible binding for global variable ‘Sample’
expressionHeatmap: no visible binding for global variable ‘Sample’
expressionHeatmap: no visible binding for global variable ‘Gene’
expressionHeatmap: no visible binding for global variable ‘Zscore’
findOutlierModules: no visible global function definition for
‘zScoreMatrix’
getPreservation: no visible binding for global variable ‘name2’
makeTraitTable2: no visible global function definition for
‘model.matrix’
moduleComparisonPlot: no visible binding for global variable ‘overlap’
moduleComparisonPlot: no visible binding for global variable ‘mod1’
moduleComparisonPlot: no visible binding for global variable ‘mod2’
moduleComparisonPlot: no visible binding for global variable ‘p.adj’
moduleComparisonPlot: no visible binding for global variable ‘stratum’
moduleExpressionPlot: no visible binding for global variable ‘Sample’
moduleExpressionPlot: no visible binding for global variable
‘Expression’
moduleToModuleHeatmap: no visible binding for global variable ‘mod1’
moduleToModuleHeatmap: no visible binding for global variable ‘mod2’
moduleToModuleHeatmap: no visible binding for global variable ‘p.adj’
moduleToModuleHeatmap: no visible binding for global variable ‘overlap’
preservationComparisonPlot: no visible binding for global variable
‘log10Pvalue’
preservationComparisonPlot: no visible binding for global variable
‘Zsum’
preservationComparisonPlot: no visible binding for global variable
‘trait’
preservationComparisonPlot: no visible binding for global variable
‘Module’
topNGenes: no visible binding for global variable ‘kWithin’
Undefined global functions or variables:
Color Correlation Count Expression Gene Label Module Network Order
Sample Status Var1 Var2 Zscore Zsum as.dist color error kWithin
log10Pvalue mod1 mod2 model.matrix module n.genes name2 name_clean
one.gene overlap p.adj stratum text trait two.gene ulist
uniqueSortedData value x y zScoreMatrix
Consider adding
importFrom("graphics", "text")
importFrom("stats", "as.dist", "model.matrix")
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
preservationComparisonPlot 27.874 5.220 35.144
preservationComparisons 25.313 5.835 33.000
constructNetworks 19.415 0.134 21.034
moduleComparisonPlot 4.724 0.122 5.288
ModuleFlowPlot2Way 4.595 0.119 5.228
runDME 4.175 0.411 5.284
* 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
‘/Users/biocbuild/bbs-3.23-bioc/meat/multiWGCNA.Rcheck/00check.log’
for details.
multiWGCNA.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL multiWGCNA ### ############################################################################## ############################################################################## * installing to library ‘/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library’ * installing *source* package ‘multiWGCNA’ ... ** this is package ‘multiWGCNA’ version ‘1.9.3’ ** 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 (multiWGCNA)
multiWGCNA.Rcheck/tests/testthat.Rout
R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences"
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.
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/tests.html
> # * https://testthat.r-lib.org/reference/test_package.html#special-files
>
> library(testthat)
> library(multiWGCNA)
Loading required package: ggalluvial
Loading required package: ggplot2
>
> test_check("multiWGCNA")
Loading required package: BiocGenerics
Loading required package: generics
Attaching package: 'generics'
The following objects are masked from 'package:base':
as.difftime, as.factor, as.ordered, intersect, is.element, setdiff,
setequal, union
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:stats':
IQR, mad, sd, var, xtabs
The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
as.data.frame, basename, cbind, colnames, dirname, do.call,
duplicated, eval, evalq, get, grep, grepl, is.unsorted, lapply,
mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,
rank, rbind, rownames, sapply, saveRDS, table, tapply, unique,
unsplit, which.max, which.min
Loading required package: AnnotationHub
Loading required package: BiocFileCache
Loading required package: dbplyr
multiWGCNAdata not installed.
Full functionality, documentation, and loading of data might not be possible without installing
loading from cache
require("SummarizedExperiment")
### Working on combined network ###
Flagging genes and samples with too many missing values...
..step 1
Calculating module eigengenes block-wise from all genes
Flagging genes and samples with too many missing values...
..step 1
..Working on block 1 .
TOM calculation: adjacency..
..will not use multithreading.
Fraction of slow calculations: 0.000000
..connectivity..
..matrix multiplication (system BLAS)..
..normalization..
..done.
....clustering..
....detecting modules..
....calculating module eigengenes..
....checking kME in modules..
..removing 163 genes from module 1 because their KME is too low.
..removing 126 genes from module 2 because their KME is too low.
..removing 59 genes from module 3 because their KME is too low.
..removing 18 genes from module 4 because their KME is too low.
..removing 28 genes from module 5 because their KME is too low.
..removing 24 genes from module 6 because their KME is too low.
..removing 9 genes from module 7 because their KME is too low.
..merging modules that are too close..
mergeCloseModules: Merging modules whose distance is less than 0.1
Calculating new MEs...
softConnectivity: FYI: connecitivty of genes with less than 20 valid samples will be returned as NA.
..calculating connectivities..
### Working on autism network ###
Flagging genes and samples with too many missing values...
..step 1
Calculating module eigengenes block-wise from all genes
Flagging genes and samples with too many missing values...
..step 1
..Working on block 1 .
TOM calculation: adjacency..
..will not use multithreading.
Fraction of slow calculations: 0.000000
..connectivity..
..matrix multiplication (system BLAS)..
..normalization..
..done.
....clustering..
....detecting modules..
....calculating module eigengenes..
....checking kME in modules..
..removing 139 genes from module 1 because their KME is too low.
..removing 82 genes from module 2 because their KME is too low.
..removing 95 genes from module 3 because their KME is too low.
..removing 37 genes from module 4 because their KME is too low.
..removing 35 genes from module 5 because their KME is too low.
..removing 36 genes from module 6 because their KME is too low.
..removing 27 genes from module 7 because their KME is too low.
..merging modules that are too close..
mergeCloseModules: Merging modules whose distance is less than 0.1
Calculating new MEs...
softConnectivity: FYI: connecitivty of genes with less than 10 valid samples will be returned as NA.
..calculating connectivities..
### Working on FC network ###
Flagging genes and samples with too many missing values...
..step 1
Calculating module eigengenes block-wise from all genes
Flagging genes and samples with too many missing values...
..step 1
..Working on block 1 .
TOM calculation: adjacency..
..will not use multithreading.
Fraction of slow calculations: 0.000000
..connectivity..
..matrix multiplication (system BLAS)..
..normalization..
..done.
....clustering..
....detecting modules..
....calculating module eigengenes..
....checking kME in modules..
..removing 164 genes from module 1 because their KME is too low.
..removing 138 genes from module 2 because their KME is too low.
..removing 86 genes from module 3 because their KME is too low.
..removing 33 genes from module 4 because their KME is too low.
..removing 35 genes from module 5 because their KME is too low.
..removing 34 genes from module 6 because their KME is too low.
..removing 19 genes from module 7 because their KME is too low.
..merging modules that are too close..
mergeCloseModules: Merging modules whose distance is less than 0.1
Calculating new MEs...
softConnectivity: FYI: connecitivty of genes with less than 11 valid samples will be returned as NA.
..calculating connectivities..
### Working on combined network ###
Flagging genes and samples with too many missing values...
..step 1
Calculating module eigengenes block-wise from all genes
Flagging genes and samples with too many missing values...
..step 1
..Working on block 1 .
TOM calculation: adjacency..
..will not use multithreading.
Fraction of slow calculations: 0.000000
..connectivity..
..matrix multiplication (system BLAS)..
..normalization..
..done.
....clustering..
....detecting modules..
....calculating module eigengenes..
....checking kME in modules..
..removing 163 genes from module 1 because their KME is too low.
..removing 126 genes from module 2 because their KME is too low.
..removing 59 genes from module 3 because their KME is too low.
..removing 18 genes from module 4 because their KME is too low.
..removing 28 genes from module 5 because their KME is too low.
..removing 24 genes from module 6 because their KME is too low.
..removing 9 genes from module 7 because their KME is too low.
..merging modules that are too close..
mergeCloseModules: Merging modules whose distance is less than 0.1
Calculating new MEs...
softConnectivity: FYI: connecitivty of genes with less than 20 valid samples will be returned as NA.
..calculating connectivities..
### Working on autism network ###
Flagging genes and samples with too many missing values...
..step 1
Calculating module eigengenes block-wise from all genes
Flagging genes and samples with too many missing values...
..step 1
..Working on block 1 .
TOM calculation: adjacency..
..will not use multithreading.
Fraction of slow calculations: 0.000000
..connectivity..
..matrix multiplication (system BLAS)..
..normalization..
..done.
....clustering..
....detecting modules..
....calculating module eigengenes..
....checking kME in modules..
..removing 139 genes from module 1 because their KME is too low.
..removing 82 genes from module 2 because their KME is too low.
..removing 95 genes from module 3 because their KME is too low.
..removing 37 genes from module 4 because their KME is too low.
..removing 35 genes from module 5 because their KME is too low.
..removing 36 genes from module 6 because their KME is too low.
..removing 27 genes from module 7 because their KME is too low.
..merging modules that are too close..
mergeCloseModules: Merging modules whose distance is less than 0.1
Calculating new MEs...
softConnectivity: FYI: connecitivty of genes with less than 10 valid samples will be returned as NA.
..calculating connectivities..
### Working on FC network ###
Flagging genes and samples with too many missing values...
..step 1
Calculating module eigengenes block-wise from all genes
Flagging genes and samples with too many missing values...
..step 1
..Working on block 1 .
TOM calculation: adjacency..
..will not use multithreading.
Fraction of slow calculations: 0.000000
..connectivity..
..matrix multiplication (system BLAS)..
..normalization..
..done.
....clustering..
....detecting modules..
....calculating module eigengenes..
....checking kME in modules..
..removing 164 genes from module 1 because their KME is too low.
..removing 138 genes from module 2 because their KME is too low.
..removing 86 genes from module 3 because their KME is too low.
..removing 33 genes from module 4 because their KME is too low.
..removing 35 genes from module 5 because their KME is too low.
..removing 34 genes from module 6 because their KME is too low.
..removing 19 genes from module 7 because their KME is too low.
..merging modules that are too close..
mergeCloseModules: Merging modules whose distance is less than 0.1
Calculating new MEs...
softConnectivity: FYI: connecitivty of genes with less than 11 valid samples will be returned as NA.
..calculating connectivities..
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 2 ]
>
> proc.time()
user system elapsed
42.136 0.476 44.964
multiWGCNA.Rcheck/multiWGCNA-Ex.timings
| name | user | system | elapsed | |
| GetDatExpr | 1.753 | 0.113 | 2.377 | |
| ModuleFlowPlot | 3.386 | 0.216 | 4.006 | |
| ModuleFlowPlot2Way | 4.595 | 0.119 | 5.228 | |
| PreservationPermutationTest | 0 | 0 | 0 | |
| PreservationScoreDistribution | 0.009 | 0.001 | 0.010 | |
| bidirectionalBestMatches | 1.486 | 0.074 | 1.796 | |
| cleanDatExpr | 0.872 | 0.301 | 1.358 | |
| coexpressionLineGraph | 1.336 | 0.084 | 1.563 | |
| computeOverlapsFromWGCNA | 1.188 | 0.142 | 1.572 | |
| constructNetworks | 19.415 | 0.134 | 21.034 | |
| diffCoexpression | 0 | 0 | 0 | |
| diffModuleExpression | 1.982 | 0.135 | 2.477 | |
| drawMultiWGCNAnetwork | 3.210 | 0.295 | 3.943 | |
| getModule | 1.089 | 0.068 | 1.370 | |
| iterate | 3.413 | 1.104 | 4.885 | |
| makeTraitTable | 0.003 | 0.000 | 0.003 | |
| makeTraitTable2 | 0.002 | 0.000 | 0.004 | |
| moduleComparisonPlot | 4.724 | 0.122 | 5.288 | |
| moduleExpressionPlot | 1.690 | 0.091 | 1.998 | |
| moduleToModuleHeatmap | 1.699 | 0.088 | 2.059 | |
| name | 1.042 | 0.070 | 1.312 | |
| overlapComparisons | 2.795 | 0.203 | 3.266 | |
| preservationComparisonPlot | 27.874 | 5.220 | 35.144 | |
| preservationComparisons | 25.313 | 5.835 | 33.000 | |
| runDME | 4.175 | 0.411 | 5.284 | |
| topNGenes | 0.992 | 0.069 | 1.234 | |