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This page was generated on 2025-10-15 12:05 -0400 (Wed, 15 Oct 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4866
lconwaymacOS 12.7.6 Montereyx86_644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4653
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4598
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4610
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 1463/2346HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
notame 0.99.7  (landing page)
Vilhelm Suksi
Snapshot Date: 2025-10-14 13:45 -0400 (Tue, 14 Oct 2025)
git_url: https://git.bioconductor.org/packages/notame
git_branch: devel
git_last_commit: 4cc3f9f
git_last_commit_date: 2025-10-14 06:19:32 -0400 (Tue, 14 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  YES
lconwaymacOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  YES
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  YES
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  

CHECK results for notame on lconway

To the developers/maintainers of the notame package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/notame.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: notame
Version: 0.99.7
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:notame.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings notame_0.99.7.tar.gz
StartedAt: 2025-10-14 23:57:08 -0400 (Tue, 14 Oct 2025)
EndedAt: 2025-10-15 00:01:57 -0400 (Wed, 15 Oct 2025)
EllapsedTime: 289.4 seconds
RetCode: 0
Status:   OK  
CheckDir: notame.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:notame.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings notame_0.99.7.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/notame.Rcheck’
* using R version 4.5.1 Patched (2025-09-10 r88807)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘notame/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘notame’ version ‘0.99.7’
* 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 ‘notame’ can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... NOTE
License stub is invalid DCF.
* 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 whether startup messages can be suppressed ... 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 ... OK
* 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 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
pca_bhattacharyya_dist 7.743  0.881   8.763
impute_rf              6.434  0.199   6.726
* 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-3.22-bioc/meat/notame.Rcheck/00check.log’
for details.

Installation output

notame.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library’
* installing *source* package ‘notame’ ...
** this is package ‘notame’ version ‘0.99.7’
** using staged installation
** R
** data
** 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 (notame)

Tests output

notame.Rcheck/tests/testthat.Rout


R version 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-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(notame)
Loading required package: ggplot2
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

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

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
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: S4Vectors

Attaching package: 'S4Vectors'

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

    findMatches

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

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: Seqinfo
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

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

    rowMedians

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

    anyMissing, rowMedians

> 
> test_check("notame")
Running tests in parallel requires the 3rd edition
INFO [2025-10-15 00:01:17] Pheno data was cleaned
INFO [2025-10-15 00:01:17] Checking provided sample ID column
INFO [2025-10-15 00:01:17] Column 'Sample_ID' created from id
INFO [2025-10-15 00:01:17] Pheno data was cleaned
INFO [2025-10-15 00:01:17] Sample ID generated from injection orders and prefix ID_
INFO [2025-10-15 00:01:17] Pheno data was cleaned
INFO [2025-10-15 00:01:17] Pheno data was cleaned
INFO [2025-10-15 00:01:17] Adding running index to 'QC' sample IDs
INFO [2025-10-15 00:01:17] Pheno data was cleaned
INFO [2025-10-15 00:01:17] Initializing 'Flag' column with unflagged features
INFO [2025-10-15 00:01:17] Assigning HILIC_pos as the value of the Split column for each feature
INFO [2025-10-15 00:01:17] Feature data was cleaned
INFO [2025-10-15 00:01:17] Initializing 'Flag' column with unflagged features
INFO [2025-10-15 00:01:17] Feature_ID column not found, creating feature IDs
INFO [2025-10-15 00:01:17] Initializing 'Flag' column with unflagged features
INFO [2025-10-15 00:01:17] Feature_ID column not found, creating feature IDs
INFO [2025-10-15 00:01:17] Initializing 'Flag' column with unflagged features
INFO [2025-10-15 00:01:17] Feature_ID column not found, creating feature IDs
INFO [2025-10-15 00:01:17] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:17] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:17] Creating feature IDs from Split, m/z and retention time
INFO [2025-10-15 00:01:17] Feature data was cleaned
INFO [2025-10-15 00:01:17] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:17] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:17] Creating feature IDs from Split, m/z and retention time
INFO [2025-10-15 00:01:17] Corner detected correctly at row 4, column D
INFO [2025-10-15 00:01:17] 
Extracting sample information from rows 1 to 4 and columns E to P
INFO [2025-10-15 00:01:17] Replacing spaces in sample information column names with underscores (_)
INFO [2025-10-15 00:01:17] Naming the last column of sample information "easy_Datafile"
INFO [2025-10-15 00:01:17] 
Extracting feature information from rows 5 to 14 and columns A to D
INFO [2025-10-15 00:01:17] 
Extracting feature abundances from rows 5 to 14 and columns E to P
INFO [2025-10-15 00:01:17] Sample ID generated from injection orders and prefix TEST_
INFO [2025-10-15 00:01:17] Pheno data was cleaned
INFO [2025-10-15 00:01:17] Initializing 'Flag' column with unflagged features
INFO [2025-10-15 00:01:17] Assigning easy as the value of the Split column for each feature
INFO [2025-10-15 00:01:17] Feature_ID column not found, creating feature IDs
INFO [2025-10-15 00:01:17] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:17] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:17] Creating feature IDs from Split, m/z and retention time
INFO [2025-10-15 00:01:17] Feature data was cleaned
INFO [2025-10-15 00:01:17] 
Checking sample information
INFO [2025-10-15 00:01:17] Checking 'Injection_order' column in feature data
INFO [2025-10-15 00:01:17] Checking 'Sample_ID' column in pheno data
INFO [2025-10-15 00:01:17] Checking 'QC' column in feature data
INFO [2025-10-15 00:01:17] Checking that feature abundances only contain numeric values
INFO [2025-10-15 00:01:17] 
Checking feature information
INFO [2025-10-15 00:01:17] Checking that feature IDs are unique and not storedas numbers
INFO [2025-10-15 00:01:17] Checking that m/z and retention time values are reasonable.
INFO [2025-10-15 00:01:17] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:17] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:17] Checking that feature data includes a 'Split' column
INFO [2025-10-15 00:01:17] Checking that feature data includes a 'Flag' column
INFO [2025-10-15 00:01:17] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:17] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:17] Creating feature IDs from Split, m/z and retention time
INFO [2025-10-15 00:01:18] Corner detected correctly at row 4, column F
INFO [2025-10-15 00:01:18] 
Extracting sample information from rows 1 to 4 and columns G to R
INFO [2025-10-15 00:01:18] Replacing spaces in sample information column names with underscores (_)
INFO [2025-10-15 00:01:18] Naming the last column of sample information "Datafile"
INFO [2025-10-15 00:01:18] 
Extracting feature information from rows 5 to 20 and columns A to F
INFO [2025-10-15 00:01:18] 
Extracting feature abundances from rows 5 to 20 and columns G to R
INFO [2025-10-15 00:01:18] Sample ID generated from injection orders and prefix TEST_
INFO [2025-10-15 00:01:18] Pheno data was cleaned
INFO [2025-10-15 00:01:18] Initializing 'Flag' column with unflagged features
INFO [2025-10-15 00:01:18] Creating Split column from Column, Mode
INFO [2025-10-15 00:01:18] Feature_ID column not found, creating feature IDs
INFO [2025-10-15 00:01:18] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:18] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:18] Creating feature IDs from Split, m/z and retention time
INFO [2025-10-15 00:01:18] Feature data was cleaned
INFO [2025-10-15 00:01:18] 
Checking sample information
INFO [2025-10-15 00:01:18] Checking 'Injection_order' column in feature data
INFO [2025-10-15 00:01:18] Checking 'Sample_ID' column in pheno data
INFO [2025-10-15 00:01:18] Checking 'QC' column in feature data
INFO [2025-10-15 00:01:18] Checking that feature abundances only contain numeric values
INFO [2025-10-15 00:01:18] 
Checking feature information
INFO [2025-10-15 00:01:18] Checking that feature IDs are unique and not storedas numbers
INFO [2025-10-15 00:01:18] Checking that m/z and retention time values are reasonable.
INFO [2025-10-15 00:01:18] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:18] Identified m/z column Mass and retention time column RetentionTime
INFO [2025-10-15 00:01:18] Checking that feature data includes a 'Split' column
INFO [2025-10-15 00:01:18] Checking that feature data includes a 'Flag' column
INFO [2025-10-15 00:01:18] Pheno data was cleaned
INFO [2025-10-15 00:01:18] Feature data was cleaned
INFO [2025-10-15 00:01:18] Pheno data was cleaned
INFO [2025-10-15 00:01:18] Feature data was cleaned
INFO [2025-10-15 00:01:18] Detecting corner position
INFO [2025-10-15 00:01:18] Corner detected correctly at row 11, column H
INFO [2025-10-15 00:01:18] 
Extracting sample information from rows 1 to 11 and columns I to BF
INFO [2025-10-15 00:01:18] Replacing spaces in sample information column names with underscores (_)
INFO [2025-10-15 00:01:18] Naming the last column of sample information "hilic_neg_Datafile"
INFO [2025-10-15 00:01:18] 
Extracting feature information from rows 12 to 31 and columns A to H
INFO [2025-10-15 00:01:18] 
Extracting feature abundances from rows 12 to 31 and columns I to BF
INFO [2025-10-15 00:01:18] Pheno data was cleaned
INFO [2025-10-15 00:01:18] Feature data was cleaned
INFO [2025-10-15 00:01:18] 
Checking sample information
INFO [2025-10-15 00:01:18] Checking 'Injection_order' column in feature data
INFO [2025-10-15 00:01:18] Checking 'Sample_ID' column in pheno data
INFO [2025-10-15 00:01:18] Checking 'QC' column in feature data
INFO [2025-10-15 00:01:18] Checking that feature abundances only contain numeric values
INFO [2025-10-15 00:01:18] 
Checking feature information
INFO [2025-10-15 00:01:18] Checking that feature IDs are unique and not storedas numbers
INFO [2025-10-15 00:01:18] Checking that m/z and retention time values are reasonable.
INFO [2025-10-15 00:01:18] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:18] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:18] Checking that feature data includes a 'Split' column
INFO [2025-10-15 00:01:18] Checking that feature data includes a 'Flag' column
INFO [2025-10-15 00:01:18] Detecting corner position
INFO [2025-10-15 00:01:18] Corner detected correctly at row 11, column H
INFO [2025-10-15 00:01:18] 
Extracting sample information from rows 1 to 11 and columns I to BF
INFO [2025-10-15 00:01:18] Replacing spaces in sample information column names with underscores (_)
INFO [2025-10-15 00:01:18] Naming the last column of sample information "hilic_pos_Datafile"
INFO [2025-10-15 00:01:18] 
Extracting feature information from rows 12 to 31 and columns A to H
INFO [2025-10-15 00:01:18] 
Extracting feature abundances from rows 12 to 31 and columns I to BF
INFO [2025-10-15 00:01:18] Pheno data was cleaned
INFO [2025-10-15 00:01:19] Feature data was cleaned
INFO [2025-10-15 00:01:19] 
Checking sample information
INFO [2025-10-15 00:01:19] Checking 'Injection_order' column in feature data
INFO [2025-10-15 00:01:19] Checking 'Sample_ID' column in pheno data
INFO [2025-10-15 00:01:19] Checking 'QC' column in feature data
INFO [2025-10-15 00:01:19] Checking that feature abundances only contain numeric values
INFO [2025-10-15 00:01:19] 
Checking feature information
INFO [2025-10-15 00:01:19] Checking that feature IDs are unique and not storedas numbers
INFO [2025-10-15 00:01:19] Checking that m/z and retention time values are reasonable.
INFO [2025-10-15 00:01:19] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:19] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:19] Checking that feature data includes a 'Split' column
INFO [2025-10-15 00:01:19] Checking that feature data includes a 'Flag' column
INFO [2025-10-15 00:01:19] Detecting corner position
INFO [2025-10-15 00:01:19] Corner detected correctly at row 11, column H
INFO [2025-10-15 00:01:19] 
Extracting sample information from rows 1 to 11 and columns I to BF
INFO [2025-10-15 00:01:19] Replacing spaces in sample information column names with underscores (_)
INFO [2025-10-15 00:01:19] Naming the last column of sample information "rp_neg_Datafile"
INFO [2025-10-15 00:01:19] 
Extracting feature information from rows 12 to 31 and columns A to H
INFO [2025-10-15 00:01:19] 
Extracting feature abundances from rows 12 to 31 and columns I to BF
INFO [2025-10-15 00:01:19] Pheno data was cleaned
INFO [2025-10-15 00:01:19] Feature data was cleaned
INFO [2025-10-15 00:01:19] 
Checking sample information
INFO [2025-10-15 00:01:19] Checking 'Injection_order' column in feature data
INFO [2025-10-15 00:01:19] Checking 'Sample_ID' column in pheno data
INFO [2025-10-15 00:01:19] Checking 'QC' column in feature data
INFO [2025-10-15 00:01:19] Checking that feature abundances only contain numeric values
INFO [2025-10-15 00:01:19] 
Checking feature information
INFO [2025-10-15 00:01:19] Checking that feature IDs are unique and not storedas numbers
INFO [2025-10-15 00:01:19] Checking that m/z and retention time values are reasonable.
INFO [2025-10-15 00:01:19] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:19] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:19] Checking that feature data includes a 'Split' column
INFO [2025-10-15 00:01:19] Checking that feature data includes a 'Flag' column
INFO [2025-10-15 00:01:19] Detecting corner position
INFO [2025-10-15 00:01:19] Corner detected correctly at row 11, column H
INFO [2025-10-15 00:01:19] 
Extracting sample information from rows 1 to 11 and columns I to BF
INFO [2025-10-15 00:01:19] Replacing spaces in sample information column names with underscores (_)
INFO [2025-10-15 00:01:19] Naming the last column of sample information "rp_pos_Datafile"
INFO [2025-10-15 00:01:19] 
Extracting feature information from rows 12 to 31 and columns A to H
INFO [2025-10-15 00:01:19] 
Extracting feature abundances from rows 12 to 31 and columns I to BF
INFO [2025-10-15 00:01:19] Pheno data was cleaned
INFO [2025-10-15 00:01:19] Feature data was cleaned
INFO [2025-10-15 00:01:19] 
Checking sample information
INFO [2025-10-15 00:01:19] Checking 'Injection_order' column in feature data
INFO [2025-10-15 00:01:19] Checking 'Sample_ID' column in pheno data
INFO [2025-10-15 00:01:19] Checking 'QC' column in feature data
INFO [2025-10-15 00:01:19] Checking that feature abundances only contain numeric values
INFO [2025-10-15 00:01:19] 
Checking feature information
INFO [2025-10-15 00:01:19] Checking that feature IDs are unique and not storedas numbers
INFO [2025-10-15 00:01:19] Checking that m/z and retention time values are reasonable.
INFO [2025-10-15 00:01:19] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:19] Identified m/z column Average_Mz and retention time column Average_Rt_min
INFO [2025-10-15 00:01:19] Checking that feature data includes a 'Split' column
INFO [2025-10-15 00:01:19] Checking that feature data includes a 'Flag' column
INFO [2025-10-15 00:01:19] Injection order differs between modes.Creating dummy injection order
INFO [2025-10-15 00:01:19] Dummy injection order (row numbers) created
INFO [2025-10-15 00:01:19] Merging objects with unequal amounts of samples.
INFO [2025-10-15 00:01:19] Samples only in first object:
INFO [2025-10-15 00:01:19] ID_666

INFO [2025-10-15 00:01:19] Samples only in second object:
INFO [2025-10-15 00:01:19] Demo_2

INFO [2025-10-15 00:01:20] Injection order differs between modes.Creating dummy injection order
INFO [2025-10-15 00:01:20] Dummy injection order (row numbers) created
INFO [2025-10-15 00:01:20] Merging objects with unequal amounts of samples.
INFO [2025-10-15 00:01:20] Samples only in first object:
INFO [2025-10-15 00:01:20] ID_666

INFO [2025-10-15 00:01:20] Samples only in second object:
INFO [2025-10-15 00:01:20] 

INFO [2025-10-15 00:01:20] Injection order differs between modes.Creating dummy injection order
INFO [2025-10-15 00:01:20] Dummy injection order (row numbers) created
INFO [2025-10-15 00:01:20] Merging objects with unequal amounts of samples.
INFO [2025-10-15 00:01:20] Samples only in first object:
INFO [2025-10-15 00:01:20] ID_666, Demo_22

INFO [2025-10-15 00:01:20] Samples only in second object:
INFO [2025-10-15 00:01:20] ID_999

INFO [2025-10-15 00:01:20] Starting logging
INFO [2025-10-15 00:01:20] Finished analysis. Wed Oct 15 00:01:20 2025
Session info:

INFO [2025-10-15 00:01:20] R version 4.5.1 Patched (2025-09-10 r88807)
INFO [2025-10-15 00:01:20] Platform: x86_64-apple-darwin20
INFO [2025-10-15 00:01:20] Running under: macOS Monterey 12.7.6
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] Matrix products: default
INFO [2025-10-15 00:01:20] BLAS:   /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/lib/libRblas.0.dylib 
INFO [2025-10-15 00:01:20] LAPACK: /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.12.1
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] locale:
INFO [2025-10-15 00:01:20] [1] C/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] time zone: America/New_York
INFO [2025-10-15 00:01:20] tzcode source: internal
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] attached base packages:
INFO [2025-10-15 00:01:20] [1] stats4    stats     graphics  grDevices utils     datasets  methods  
INFO [2025-10-15 00:01:20] [8] base     
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] other attached packages:
INFO [2025-10-15 00:01:20]  [1] notame_0.99.7               SummarizedExperiment_1.39.2
INFO [2025-10-15 00:01:20]  [3] Biobase_2.69.1              GenomicRanges_1.61.5       
INFO [2025-10-15 00:01:20]  [5] Seqinfo_0.99.2              IRanges_2.43.5             
INFO [2025-10-15 00:01:20]  [7] S4Vectors_0.47.4            BiocGenerics_0.55.3        
INFO [2025-10-15 00:01:20]  [9] generics_0.1.4              MatrixGenerics_1.21.0      
INFO [2025-10-15 00:01:20] [11] matrixStats_1.5.0           ggplot2_4.0.0              
INFO [2025-10-15 00:01:20] [13] testthat_3.2.3             
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] loaded via a namespace (and not attached):
INFO [2025-10-15 00:01:20]  [1] tidyr_1.3.1          futile.options_1.0.1 SparseArray_1.9.1   
INFO [2025-10-15 00:01:20]  [4] stringi_1.8.7        lattice_0.22-7       magrittr_2.0.4      
INFO [2025-10-15 00:01:20]  [7] grid_4.5.1           RColorBrewer_1.1-3   Matrix_1.7-4        
INFO [2025-10-15 00:01:20] [10] zip_2.3.3            brio_1.1.5           formatR_1.14        
INFO [2025-10-15 00:01:20] [13] purrr_1.1.0          viridisLite_0.4.2    scales_1.4.0        
INFO [2025-10-15 00:01:20] [16] abind_1.4-8          cli_3.6.5            rlang_1.1.6         
INFO [2025-10-15 00:01:20] [19] crayon_1.5.3         XVector_0.49.1       futile.logger_1.4.3 
INFO [2025-10-15 00:01:20] [22] withr_3.0.2          DelayedArray_0.35.3  S4Arrays_1.9.1      
INFO [2025-10-15 00:01:20] [25] tools_4.5.1          dplyr_1.1.4          lambda.r_1.2.4      
INFO [2025-10-15 00:01:20] [28] vctrs_0.6.5          R6_2.6.1             lifecycle_1.0.4     
INFO [2025-10-15 00:01:20] [31] pkgconfig_2.0.3      waldo_0.6.2          desc_1.4.3          
INFO [2025-10-15 00:01:20] [34] pillar_1.11.1        openxlsx_4.2.8       gtable_0.3.6        
INFO [2025-10-15 00:01:20] [37] glue_1.8.0           Rcpp_1.1.0           tibble_3.3.0        
INFO [2025-10-15 00:01:20] [40] tidyselect_1.2.1     dichromat_2.0-0.1    farver_2.1.2        
INFO [2025-10-15 00:01:20] [43] compiler_4.5.1       S7_0.2.0            
INFO [2025-10-15 00:01:20] New line
INFO [2025-10-15 00:01:20] Starting logging
INFO [2025-10-15 00:01:20] New line
INFO [2025-10-15 00:01:20] Finished analysis. Wed Oct 15 00:01:20 2025
Session info:

INFO [2025-10-15 00:01:20] R version 4.5.1 Patched (2025-09-10 r88807)
INFO [2025-10-15 00:01:20] Platform: x86_64-apple-darwin20
INFO [2025-10-15 00:01:20] Running under: macOS Monterey 12.7.6
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] Matrix products: default
INFO [2025-10-15 00:01:20] BLAS:   /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/lib/libRblas.0.dylib 
INFO [2025-10-15 00:01:20] LAPACK: /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.12.1
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] locale:
INFO [2025-10-15 00:01:20] [1] C/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] time zone: America/New_York
INFO [2025-10-15 00:01:20] tzcode source: internal
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] attached base packages:
INFO [2025-10-15 00:01:20] [1] stats4    stats     graphics  grDevices utils     datasets  methods  
INFO [2025-10-15 00:01:20] [8] base     
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] other attached packages:
INFO [2025-10-15 00:01:20]  [1] notame_0.99.7               SummarizedExperiment_1.39.2
INFO [2025-10-15 00:01:20]  [3] Biobase_2.69.1              GenomicRanges_1.61.5       
INFO [2025-10-15 00:01:20]  [5] Seqinfo_0.99.2              IRanges_2.43.5             
INFO [2025-10-15 00:01:20]  [7] S4Vectors_0.47.4            BiocGenerics_0.55.3        
INFO [2025-10-15 00:01:20]  [9] generics_0.1.4              MatrixGenerics_1.21.0      
INFO [2025-10-15 00:01:20] [11] matrixStats_1.5.0           ggplot2_4.0.0              
INFO [2025-10-15 00:01:20] [13] testthat_3.2.3             
INFO [2025-10-15 00:01:20] 
INFO [2025-10-15 00:01:20] loaded via a namespace (and not attached):
INFO [2025-10-15 00:01:20]  [1] tidyr_1.3.1          futile.options_1.0.1 SparseArray_1.9.1   
INFO [2025-10-15 00:01:20]  [4] stringi_1.8.7        lattice_0.22-7       magrittr_2.0.4      
INFO [2025-10-15 00:01:20]  [7] grid_4.5.1           RColorBrewer_1.1-3   Matrix_1.7-4        
INFO [2025-10-15 00:01:20] [10] zip_2.3.3            brio_1.1.5           formatR_1.14        
INFO [2025-10-15 00:01:20] [13] purrr_1.1.0          viridisLite_0.4.2    scales_1.4.0        
INFO [2025-10-15 00:01:20] [16] abind_1.4-8          cli_3.6.5            rlang_1.1.6         
INFO [2025-10-15 00:01:20] [19] crayon_1.5.3         XVector_0.49.1       futile.logger_1.4.3 
INFO [2025-10-15 00:01:20] [22] withr_3.0.2          DelayedArray_0.35.3  S4Arrays_1.9.1      
INFO [2025-10-15 00:01:20] [25] tools_4.5.1          dplyr_1.1.4          lambda.r_1.2.4      
INFO [2025-10-15 00:01:20] [28] vctrs_0.6.5          R6_2.6.1             lifecycle_1.0.4     
INFO [2025-10-15 00:01:20] [31] pkgconfig_2.0.3      waldo_0.6.2          desc_1.4.3          
INFO [2025-10-15 00:01:20] [34] pillar_1.11.1        openxlsx_4.2.8       gtable_0.3.6        
INFO [2025-10-15 00:01:20] [37] glue_1.8.0           Rcpp_1.1.0           tibble_3.3.0        
INFO [2025-10-15 00:01:20] [40] tidyselect_1.2.1     dichromat_2.0-0.1    farver_2.1.2        
INFO [2025-10-15 00:01:20] [43] compiler_4.5.1       S7_0.2.0            
INFO [2025-10-15 00:01:20] New line
INFO [2025-10-15 00:01:20] 
Starting random forest imputation at 2025-10-15 00:01:20.888924
INFO [2025-10-15 00:01:27] Out-of-bag error in random forest imputation: 0.469
INFO [2025-10-15 00:01:27] Random forest imputation finished at 2025-10-15 00:01:27.821234 

INFO [2025-10-15 00:01:28] 
Starting random forest imputation at 2025-10-15 00:01:28.069731
INFO [2025-10-15 00:01:32] Out-of-bag error in random forest imputation: 0.47
INFO [2025-10-15 00:01:32] Random forest imputation finished at 2025-10-15 00:01:32.517218 

INFO [2025-10-15 00:01:32] 
Starting random forest imputation at 2025-10-15 00:01:32.536991
INFO [2025-10-15 00:01:37] Out-of-bag error in random forest imputation: 0.47
INFO [2025-10-15 00:01:37] Random forest imputation finished at 2025-10-15 00:01:37.060194 

INFO [2025-10-15 00:01:37] 
Starting random forest imputation at 2025-10-15 00:01:37.107954
INFO [2025-10-15 00:01:43] Out-of-bag error in random forest imputation: 0.467
INFO [2025-10-15 00:01:43] Random forest imputation finished at 2025-10-15 00:01:43.339302 

INFO [2025-10-15 00:01:43] Starting PQN normalization
INFO [2025-10-15 00:01:43] Using median of qc samples as reference spectrum
INFO [2025-10-15 00:01:43] Starting PQN normalization
INFO [2025-10-15 00:01:43] Using median of all samples as reference spectrum
INFO [2025-10-15 00:01:43] Starting PQN normalization
INFO [2025-10-15 00:01:43] Using mean of qc samples as reference spectrum
INFO [2025-10-15 00:01:43] Starting PQN normalization
INFO [2025-10-15 00:01:43] Using mean of all samples as reference spectrum
INFO [2025-10-15 00:01:44] 
92% of features flagged for low quality
INFO [2025-10-15 00:01:44] Starting PQN normalization
INFO [2025-10-15 00:01:44] Using median of qc samples as reference spectrum
INFO [2025-10-15 00:01:44] Starting drift correction
INFO [2025-10-15 00:01:44] Zero values in feature abundances detected. Zeroes will be replaced with 1.1.
INFO [2025-10-15 00:01:47] Recomputing quality metrics for drift corrected data
INFO [2025-10-15 00:01:47] Drift correction performed
INFO [2025-10-15 00:01:47] Inspecting drift correction results
INFO [2025-10-15 00:01:47] Original quality metrics missing, recomputing
INFO [2025-10-15 00:01:47] Drift correction results inspected: Drift_corrected: 100%
[ FAIL 0 | WARN 5 | SKIP 0 | PASS 84 ]

[ FAIL 0 | WARN 5 | SKIP 0 | PASS 84 ]
> 
> proc.time()
   user  system elapsed 
 39.258   1.605  40.748

Example timings

notame.Rcheck/notame-Ex.timings

nameusersystemelapsed
assess_quality0.1960.0210.217
citations0.3470.0310.384
cluster_features0.2880.0340.329
combined_data0.0690.0360.105
compress_clusters0.1670.0230.191
correct_drift3.3520.4333.545
drop_flagged0.1450.0150.160
drop_qcs0.0460.0090.059
finish_log0.0320.0140.046
fix_MSMS0.1130.0290.148
fix_object0.1560.0190.177
flag0.0360.0100.046
flag_contaminants0.2240.0210.256
flag_detection0.2910.0170.309
flag_quality0.2210.0090.231
flag_report0.3110.0070.319
import_from_excel0.3030.0370.353
impute_rf6.4340.1996.726
impute_simple0.0890.0040.094
init_log0.0030.0010.005
inverse_normalize0.0480.0040.051
join_colData0.0370.0040.040
join_rowData0.0250.0030.029
log_text0.0050.0010.006
mark_nas0.0400.0020.043
merge_notame_sets0.6290.0220.655
pca_bhattacharyya_dist7.7430.8818.763
perform_repeatability0.2230.0060.231
pqn_normalization0.0780.0050.083
quality0.1040.0090.114
ruvs_qc0.2160.0070.226
write_to_excel0.2120.0460.305