A.Gabor
| Snapshot Date: 2018-10-15 16:45:08 -0400 (Mon, 15 Oct 2018) |
| URL: https://git.bioconductor.org/packages/CellNOptR |
| Branch: RELEASE_3_7 |
| Last Commit: c38a8b3 |
| Last Changed Date: 2018-04-30 10:35:22 -0400 (Mon, 30 Apr 2018) |
| Back to Multiple platform build/check report for BioC 3.7 |
|
This page was generated on 2018-10-17 08:24:01 -0400 (Wed, 17 Oct 2018).
| Package 205/1561 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||
| CellNOptR 1.26.0 A.Gabor
| malbec2 | Linux (Ubuntu 16.04.1 LTS) / x86_64 | OK | OK | [ WARNINGS ] | | ||||||
| tokay2 | Windows Server 2012 R2 Standard / x64 | OK | OK | WARNINGS | OK | | ||||||
| merida2 | OS X 10.11.6 El Capitan / x86_64 | OK | OK | WARNINGS | OK | |
| Package: CellNOptR |
| Version: 1.26.0 |
| Command: /home/biocbuild/bbs-3.7-bioc/R/bin/R CMD check --install=check:CellNOptR.install-out.txt --library=/home/biocbuild/bbs-3.7-bioc/R/library --no-vignettes --timings CellNOptR_1.26.0.tar.gz |
| StartedAt: 2018-10-15 23:03:21 -0400 (Mon, 15 Oct 2018) |
| EndedAt: 2018-10-15 23:04:53 -0400 (Mon, 15 Oct 2018) |
| EllapsedTime: 91.8 seconds |
| RetCode: 0 |
| Status: WARNINGS |
| CheckDir: CellNOptR.Rcheck |
| Warnings: 1 |
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.7-bioc/R/bin/R CMD check --install=check:CellNOptR.install-out.txt --library=/home/biocbuild/bbs-3.7-bioc/R/library --no-vignettes --timings CellNOptR_1.26.0.tar.gz ### ############################################################################## ############################################################################## * using log directory ‘/home/biocbuild/bbs-3.7-bioc/meat/CellNOptR.Rcheck’ * using R version 3.5.1 Patched (2018-07-12 r74967) * using platform: x86_64-pc-linux-gnu (64-bit) * using session charset: UTF-8 * using option ‘--no-vignettes’ * checking for file ‘CellNOptR/DESCRIPTION’ ... OK * checking extension type ... Package * this is package ‘CellNOptR’ version ‘1.26.0’ * checking package namespace information ... OK * checking package dependencies ... NOTE Depends: includes the non-default packages: ‘RBGL’ ‘graph’ ‘hash’ ‘RCurl’ ‘Rgraphviz’ ‘XML’ ‘ggplot2’ 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 ‘CellNOptR’ 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 R 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 ... 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 line endings in C/C++/Fortran sources/headers ... OK * checking line endings in Makefiles ... OK * checking compilation flags in Makevars ... OK * checking for GNU extensions in Makefiles ... OK * checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK * checking compiled code ... NOTE Note: information on .o files is not available * checking installed files from ‘inst/doc’ ... NOTE The following files should probably not be installed: ‘Fig1.png’, ‘Fig5.png’ Consider the use of a .Rinstignore file: see ‘Writing R Extensions’, or move the vignette sources from ‘inst/doc’ to ‘vignettes’. * checking files in ‘vignettes’ ... OK * checking examples ... WARNING Found the following significant warnings: Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting Warning: working directory was changed to ‘/tmp/RtmpS269nE’, resetting * checking for unstated dependencies in ‘tests’ ... OK * checking tests ... Running ‘test_gaBinaryT1.R’ Running ‘test_gaBinaryT2.R’ Running ‘test_gaBinaryT3.R’ Running ‘test_manySteadyStates.R’ Running ‘test_priorBitString.R’ Running ‘test_simulateTN.R’ OK * checking for unstated dependencies in vignettes ... OK * checking package vignettes in ‘inst/doc’ ... OK * checking running R code from vignettes ... SKIPPED * checking re-building of vignette outputs ... SKIPPED * checking PDF version of manual ... OK * DONE Status: 1 WARNING, 3 NOTEs See ‘/home/biocbuild/bbs-3.7-bioc/meat/CellNOptR.Rcheck/00check.log’ for details.
CellNOptR.Rcheck/00install.out
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.7-bioc/R/bin/R CMD INSTALL CellNOptR
###
##############################################################################
##############################################################################
* installing to library ‘/home/biocbuild/bbs-3.7-bioc/R/library’
* installing *source* package ‘CellNOptR’ ...
** libs
gcc -I"/home/biocbuild/bbs-3.7-bioc/R/include" -DNDEBUG -I/usr/local/include -I./include -fpic -g -O2 -Wall -c getFit.c -o getFit.o
getFit.c: In function ‘getFit’:
getFit.c:47:6: warning: unused variable ‘nReacs’ [-Wunused-variable]
int nReacs = INTEGER(nReacs_in)[0];
^
getFit.c:42:6: warning: unused variable ‘selCounter’ [-Wunused-variable]
int selCounter = 0;
^
getFit.c:41:6: warning: unused variable ‘selection’ [-Wunused-variable]
int selection[40];
^
getFit.c:40:6: warning: unused variable ‘or_max’ [-Wunused-variable]
int or_max = 0;
^
getFit.c:39:6: warning: unused variable ‘curr_max’ [-Wunused-variable]
int curr_max = 0;
^
gcc -I"/home/biocbuild/bbs-3.7-bioc/R/include" -DNDEBUG -I/usr/local/include -I./include -fpic -g -O2 -Wall -c simulatorT1.c -o simulatorT1.o
gcc -I"/home/biocbuild/bbs-3.7-bioc/R/include" -DNDEBUG -I/usr/local/include -I./include -fpic -g -O2 -Wall -c simulatorTN.c -o simulatorTN.o
gcc -shared -L/home/biocbuild/bbs-3.7-bioc/R/lib -L/usr/local/lib -o CellNOptR.so getFit.o simulatorT1.o simulatorTN.o -L/home/biocbuild/bbs-3.7-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.7-bioc/R/library/CellNOptR/libs
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
‘CellNOptR-vignette.Rnw’
** testing if installed package can be loaded
* DONE (CellNOptR)
CellNOptR.Rcheck/tests/test_gaBinaryT1.Rout
R version 3.5.1 Patched (2018-07-12 r74967) -- "Feather Spray"
Copyright (C) 2018 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
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 CNO software
> #
> # Copyright (c) 2011-2012 - EBI
> #
> # File author(s): CNO developers (cno-dev@ebi.ac.uk)
> #
> # Distributed under the GPLv2 License.
> # See accompanying file LICENSE.txt or copy at
> # http://www.gnu.org/licenses/gpl-2.0.html
> #
> # CNO website: http://www.ebi.ac.uk/saezrodriguez/cno
> #
> ##############################################################################
> # $Id$
>
> # This is a test of the ToyModel and gaBinaryT1
> library(CellNOptR)
Loading required package: RBGL
Loading required package: graph
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
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, append,
as.data.frame, basename, cbind, colMeans, colSums, colnames,
dirname, do.call, duplicated, eval, evalq, get, grep, grepl,
intersect, is.unsorted, lapply, lengths, mapply, match, mget,
order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
union, unique, unsplit, which, which.max, which.min
Loading required package: hash
hash-2.2.6 provided by Decision Patterns
Loading required package: RCurl
Loading required package: bitops
Loading required package: Rgraphviz
Loading required package: grid
Loading required package: XML
Attaching package: 'XML'
The following object is masked from 'package:graph':
addNode
Loading required package: ggplot2
>
> # read data
> pknmodel = readSIF(system.file("ToyModel/ToyPKNMMB.sif", package="CellNOptR"))
> data = readMIDAS(system.file("ToyModel/ToyDataMMB.csv", package="CellNOptR"))
[1] "Your data set comprises 18 conditions (i.e. combinations of time point and treatment)"
[1] "Your data set comprises measurements on 7 different species"
[1] "Your data set comprises 4 stimuli/inhibitors and 1 cell line(s) ( mock )"
[1] "Please be aware that CNO only handles measurements on one cell line at this time."
[1] "Your data file contained 'NaN'. We have assumed that these were missing values and replaced them by NAs."
> cnolist = makeCNOlist(data, subfield=FALSE)
[1] "Please be aware that if you only have some conditions at time zero (e.g.only inhibitor/no inhibitor), the measurements for these conditions will be copied across matching conditions at t=0"
>
> # preprocessing
> model = preprocessing(cnolist, pknmodel, verbose=FALSE)
>
> # optimisation
> T1opt<-gaBinaryT1(CNOlist=cnolist,model=model,verbose=FALSE)
>
> truebs =c(1, 1, 0, 1, 1, 0, 1, 1, 0, 0, 1, 1, 1, 0, 0, 0)
> print(truebs)
[1] 1 1 0 1 1 0 1 1 0 0 1 1 1 0 0 0
> print(T1opt$bString)
[1] 1 1 0 1 1 0 1 1 0 0 1 1 1 0 0 0
>
> # testing valid output
> if (dist(rbind(T1opt$bString, truebs))>2){
+ stop("something wrong going on")
+ }
>
> # extra call to simulateTN
> SimT1<-simulateTN(CNOlist=cnolist,model=model, bStrings=list(truebs))
>
>
> proc.time()
user system elapsed
2.712 0.088 2.799
CellNOptR.Rcheck/tests/test_gaBinaryT2.Rout
R version 3.5.1 Patched (2018-07-12 r74967) -- "Feather Spray"
Copyright (C) 2018 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
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 CNO software
> #
> # Copyright (c) 2011-2012 - EBI
> #
> # File author(s): CNO developers (cno-dev@ebi.ac.uk)
> #
> # Distributed under the GPLv2 License.
> # See accompanying file LICENSE.txt or copy at
> # http://www.gnu.org/licenses/gpl-2.0.html
> #
> # CNO website: http://www.ebi.ac.uk/saezrodriguez/cno
> #
> ##############################################################################
> # $Id$
>
> # This is a test of the ToyModel and gaBinaryT1
> #
>
> library(CellNOptR)
Loading required package: RBGL
Loading required package: graph
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
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, append,
as.data.frame, basename, cbind, colMeans, colSums, colnames,
dirname, do.call, duplicated, eval, evalq, get, grep, grepl,
intersect, is.unsorted, lapply, lengths, mapply, match, mget,
order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
union, unique, unsplit, which, which.max, which.min
Loading required package: hash
hash-2.2.6 provided by Decision Patterns
Loading required package: RCurl
Loading required package: bitops
Loading required package: Rgraphviz
Loading required package: grid
Loading required package: XML
Attaching package: 'XML'
The following object is masked from 'package:graph':
addNode
Loading required package: ggplot2
> data(CNOlistToy2, package="CellNOptR")
> data(ToyModel2, package="CellNOptR")
> cnolist = CNOlistToy2
> pknmodel = ToyModel2
>
> model = preprocessing(cnolist, pknmodel, verbose=FALSE)
> T1opt<-gaBinaryT1(CNOlist=cnolist,model=model,verbose=FALSE)
> print(T1opt$bString)
[1] 1 1 1 1 1 0 1 1 0 0 1 1 1 1 0 0 0 0
>
> truebs = c(1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0)
>
>
> T2opt<-gaBinaryTN(CNOlist=cnolist,model=model,bStrings=list(truebs),verbose=FALSE)
> truebs2 = c(0, 0, 0, 1, 0, 0, 0)
>
> print(T2opt$bString)
[1] 0 0 0 1 0 0 0
>
> proc.time()
user system elapsed
3.628 0.084 3.708
CellNOptR.Rcheck/tests/test_gaBinaryT3.Rout
R version 3.5.1 Patched (2018-07-12 r74967) -- "Feather Spray"
Copyright (C) 2018 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
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 CNO software
> #
> # Copyright (c) 2011-2012 - EBI
> #
> # File author(s): CNO developers (cno-dev@ebi.ac.uk)
> #
> # Distributed under the GPLv2 License.
> # See accompanying file LICENSE.txt or copy at
> # http://www.gnu.org/licenses/gpl-2.0.html
> #
> # CNO website: http://www.ebi.ac.uk/saezrodriguez/cno
> #
> ##############################################################################
> # $Id$
>
> # This is a test of the ToyModel and gaBinaryT1
> #
>
> library(CellNOptR)
Loading required package: RBGL
Loading required package: graph
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
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, append,
as.data.frame, basename, cbind, colMeans, colSums, colnames,
dirname, do.call, duplicated, eval, evalq, get, grep, grepl,
intersect, is.unsorted, lapply, lengths, mapply, match, mget,
order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
union, unique, unsplit, which, which.max, which.min
Loading required package: hash
hash-2.2.6 provided by Decision Patterns
Loading required package: RCurl
Loading required package: bitops
Loading required package: Rgraphviz
Loading required package: grid
Loading required package: XML
Attaching package: 'XML'
The following object is masked from 'package:graph':
addNode
Loading required package: ggplot2
>
> pknmodel = readSIF(system.file("ToyModelT3/ToyModelT3.sif", package="CellNOptR"))
> cnolist = CNOlist(system.file("ToyModelT3/ToyDataT3.csv", package="CellNOptR"))
> model = preprocessing(cnolist, pknmodel, verbose=FALSE)
>
> # expected values
> bestBS = c(1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 0, 0, 0, 0,0)
> bestBS2 <- c(0,0,0,0,0,0,1)
> bestBS3 <- c(0,0,1,0,0,0)
>
> # just to check that the simulateTN function works
> SimT1<-simulateTN(CNOlist=cnolist, model=model, bString=list(bestBS))
> SimT2<-simulateTN(CNOlist=cnolist, model=model, bStrings=list(bestBS,bestBS2))
> SimT3<-simulateTN(CNOlist=cnolist, model=model, bStrings=list(bestBS, bestBS2, bestBS3))
>
>
> # again, just to check that gaBinary works
> # run T1 first,
> T1opt<-gaBinaryT1(CNOlist=cnolist,model=model,verbose=FALSE)
> # run T2
> T2opt<-gaBinaryTN(CNOlist=cnolist,model=model,bStrings=list(T1opt$bString),verbose=FALSE)
> # run T3
> T3opt<-gaBinaryTN(CNOlist=cnolist,model=model,bStrings=list(bestBS, bestBS2),verbose=FALSE)
>
> print( T1opt$bScore)
4.545455e-05
> print( T2opt$bScore)
[1] 5.454545e-05
> print( T3opt$bScore)
[1] 6.363636e-05
> # no using the hardcoded parameters, we can check the output of te scores that
> # must be tiny.
> score1 = computeScoreT1(cnolist, model, bString=bestBS)
> score2 = computeScoreTN(cnolist, model, bStrings=list(bestBS,bestBS2))
> score3 = computeScoreTN(cnolist, model, bStrings=list(bestBS,bestBS2, bestBS3))
>
>
> print(score1)
[1] 4.545455e-05
> print(score2)
[1] 5.454545e-05
> print(score3)
[1] 6.363636e-05
> if (score1>0.01 || score2>0.24 || score3>0.1){
+ # ideally, the score should all be close to 0. In practice, it's about 1e-5
+ # However, in the T3 case, once in while, the score is 0.0953 hence the
+ # score3>0.1
+ stop("errore")
+ }
> cutAndPlot(cnolist, model,bStrings=list(bestBS),plotPDF=TRUE, tag="test1")
$filenames
$filenames[[1]]
[1] "test1_SimResultsT1_1_.pdf"
$mse
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$simResults
$simResults[[1]]
$simResults[[1]]$t0
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$simResults[[1]]$t1
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 1
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 1
[6,] 1 0 0 1 1 1
[7,] 0 0 0 0 0 0
> cutAndPlot(cnolist, model,bStrings=list(bestBS,bestBS2),plotPDF=TRUE, tag="test2")
$mse
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$filenames
list()
$simResults
$simResults[[1]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$simResults[[2]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 1
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 1
[6,] 1 0 0 1 1 1
[7,] 0 0 0 0 0 0
$simResults[[3]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 0
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 0
[6,] 1 0 0 1 1 0
[7,] 0 0 0 0 0 0
> cutAndPlot(cnolist, model, bStrings=list(bestBS,bestBS2,bestBS3),plotPDF=TRUE, tag="test3")
$mse
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$filenames
list()
$simResults
$simResults[[1]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$simResults[[2]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 1
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 1
[6,] 1 0 0 1 1 1
[7,] 0 0 0 0 0 0
$simResults[[3]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 0
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 0
[6,] 1 0 0 1 1 0
[7,] 0 0 0 0 0 0
$simResults[[4]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 1 1 0 0 0
[2,] 0 0 0 1 0 1
[3,] 0 1 1 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 1 0 1
[6,] 0 0 0 1 0 1
[7,] 0 0 0 0 0 0
>
>
>
> warnings()
>
> proc.time()
user system elapsed
5.140 0.088 5.248
CellNOptR.Rcheck/tests/test_manySteadyStates.Rout
R version 3.5.1 Patched (2018-07-12 r74967) -- "Feather Spray"
Copyright (C) 2018 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
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 CNO software
> #
> # Copyright (c) 2011-2012 - EBI
> #
> # File author(s): CNO developers (cno-dev@ebi.ac.uk)
> #
> # Distributed under the GPLv2 License.
> # See accompanying file LICENSE.txt or copy at
> # http://www.gnu.org/licenses/gpl-2.0.html
> #
> # CNO website: http://www.ebi.ac.uk/saezrodriguez/software.html
> #
> ##############################################################################
> # $Id$
>
> # This test runs optimisation using Boolean logic at different time points
> # Author: S.Schrier, T.Cokelaer
>
>
>
> manySteadyStates <-function(
+ CNOlist,
+ model,
+ sizeFac=0.0001,
+ NAFac=1,
+ popSize=50,
+ pMutation=0.5,
+ maxTime=60,
+ maxGens=500,
+ stallGenMax=100,
+ selPress=1.2,
+ elitism=5,
+ relTol=0.1,
+ verbose=FALSE,
+ priorBitString=NULL){
+
+
+ #initialize Opt array
+ Opt<-list()
+ #initialze a bString array
+ bStrings<-list()
+ simRes<-list()
+
+
+ T1opt<-gaBinaryT1(CNOlist=CNOlist,
+ model=model,
+ stallGenMax=stallGenMax,
+ sizeFac=sizeFac,
+ NAFac=NAFac,
+ popSize=popSize,
+ pMutation=pMutation,
+ maxTime=maxTime,
+ maxGens=maxGens,
+ selPress=selPress,
+ elitism=elitism,
+ relTol=relTol,
+ verbose=verbose,
+ priorBitString=priorBitString)
+
+ Opt[[1]]<-T1opt
+ simT1<-simulateTN(CNOlist=CNOlist, model=model, bStrings=list(T1opt$bString))
+ simRes[[1]]<-simT1
+ bStrings[[1]] = T1opt$bString
+
+ if (length(CNOlist@signals)>2){
+ for(i in 3:length(CNOlist@signals)){
+ Opt[[i-1]]<-gaBinaryTN(CNOlist=CNOlist,
+ model=model,
+ bStrings=bStrings,
+ stallGenMax=stallGenMax,
+ maxTime=maxTime,
+ sizeFac=sizeFac,
+ NAFac=NAFac,
+ popSize=popSize,
+ pMutation=pMutation,
+ maxGens=maxGens,
+ selPress=selPress,
+ elitism=elitism,
+ relTol=relTol,
+ verbose=verbose,
+ priorBitString=priorBitString)
+
+ bStrings[[i-1]] = Opt[[i-1]]$bString
+
+ simRes[[i]]<-simulateTN(CNOlist,model,bStrings)
+ }
+ }
+ return(list(bStrings=bStrings, Opt=Opt, simRes=simRes))
+ }
>
>
>
> library(CellNOptR)
Loading required package: RBGL
Loading required package: graph
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
The following objects are masked from 'package:stats':
IQR, mad, sd, var, xtabs
The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, append,
as.data.frame, basename, cbind, colMeans, colSums, colnames,
dirname, do.call, duplicated, eval, evalq, get, grep, grepl,
intersect, is.unsorted, lapply, lengths, mapply, match, mget,
order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
union, unique, unsplit, which, which.max, which.min
Loading required package: hash
hash-2.2.6 provided by Decision Patterns
Loading required package: RCurl
Loading required package: bitops
Loading required package: Rgraphviz
Loading required package: grid
Loading required package: XML
Attaching package: 'XML'
The following object is masked from 'package:graph':
addNode
Loading required package: ggplot2
>
> # one steady state
> data(CNOlistToy, package="CellNOptR")
> cnolist = CNOlist(CNOlistToy)
> data(ToyModel, package="CellNOptR")
> results = manySteadyStates(cnolist, ToyModel)
> print(results$bStrings)
[[1]]
[1] 1 1 1 1 1 0 1 0 1 1 1 1 0 1 1 0
>
> # two steady state
> data(CNOlistToy2, package="CellNOptR")
> cnolist = CNOlist(CNOlistToy2)
> data(ToyModel2, package="CellNOptR")
> results = manySteadyStates(cnolist, ToyModel2)
> print(results$bStrings)
[[1]]
[1] 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0
[[2]]
[1] 0 0 1
>
> # 3 steady state
> ToyModel3 = readSIF(system.file("ToyModelT3/ToyModelT3.sif", package="CellNOptR"))
> cnolist = CNOlist(system.file("ToyModelT3/ToyDataT3.csv", package="CellNOptR"))
> results = manySteadyStates(cnolist, ToyModel3)
> print(results$bStrings)
[[1]]
[1] 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 0
[[2]]
[1] 0 0 0
[[3]]
[1] 0 0 0
>
>
>
> proc.time()
user system elapsed
8.288 0.104 8.403
CellNOptR.Rcheck/tests/test_priorBitString.Rout
R version 3.5.1 Patched (2018-07-12 r74967) -- "Feather Spray"
Copyright (C) 2018 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
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 CNO software
> #
> # Copyright (c) 2011-2012 - EBI
> #
> # File author(s): CNO developers (cno-dev@ebi.ac.uk)
> #
> # Distributed under the GPLv2 License.
> # See accompanying file LICENSE.txt or copy at
> # http://www.gnu.org/licenses/gpl-2.0.html
> #
> # CNO website: http://www.ebi.ac.uk/saezrodriguez/software.html
> #
> ##############################################################################
> # $Id$
> # test if the priorBitString is used correctly in gaBinaryT1DO NOT MODIFY please (TC, June 2012)
>
> library(CellNOptR)
Loading required package: RBGL
Loading required package: graph
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
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, append,
as.data.frame, basename, cbind, colMeans, colSums, colnames,
dirname, do.call, duplicated, eval, evalq, get, grep, grepl,
intersect, is.unsorted, lapply, lengths, mapply, match, mget,
order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
union, unique, unsplit, which, which.max, which.min
Loading required package: hash
hash-2.2.6 provided by Decision Patterns
Loading required package: RCurl
Loading required package: bitops
Loading required package: Rgraphviz
Loading required package: grid
Loading required package: XML
Attaching package: 'XML'
The following object is masked from 'package:graph':
addNode
Loading required package: ggplot2
>
>
> # Load T1 and T2 data. Only T1 is used here below.
> data(ToyModel, package="CellNOptR")
> data(CNOlistToy, package="CellNOptR")
> cnolist = CNOlistToy
> pknmodel = ToyModel
>
> # preprocessing
> model = preprocessing(cnolist, pknmodel)
[1] "The following species are measured: Akt, Hsp27, NFkB, Erk, p90RSK, Jnk, cJun"
[1] "The following species are stimulated: EGF, TNFa"
[1] "The following species are inhibited: Raf, PI3K"
[1] "The following species are not observable and/or not controllable: "
>
> # computeScoreT1 with init string made of ones
> initBstring<-rep(1,length(model$reacID))
>
>
>
> priorBitString = rep(NA, length(model$reacID))
> priorBitString[1] = 0
> priorBitString[2] = 0
> priorBitString[3] = 0
> priorBitString[4] = 0
>
> # Second, you call the gaBinaryT1 function by providing the priorBitString
> # argument:
> ToyT1opt<-gaBinaryT1(CNOlist=CNOlistToy, model=model,
+ initBstring=initBstring, maxGens=10, popSize=5,
+ verbose=FALSE, priorBitString=priorBitString)
>
>
> for (x in ToyT1opt$results[,7]){
+ x = strsplit(x ,",")[[1]]
+ if (as.numeric(x[[1]]) != 0 ){ stop("first element must be 0")}
+ if (as.numeric(x[[2]]) != 0 ){ stop("second element must be 0")}
+ if (as.numeric(x[[3]]) != 0 ){ stop("tirdh element must be 0")}
+ if (as.numeric(x[[4]]) != 0 ){ stop("fourth element must be 0")}
+ }
>
>
>
> proc.time()
user system elapsed
1.576 0.036 1.612
CellNOptR.Rcheck/tests/test_simulateTN.Rout
R version 3.5.1 Patched (2018-07-12 r74967) -- "Feather Spray"
Copyright (C) 2018 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
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 CNO software
> #
> # Copyright (c) 2011-2012 - EBI
> #
> # File author(s): CNO developers (cno-dev@ebi.ac.uk)
> #
> # Distributed under the GPLv2 License.
> # See accompanying file LICENSE.txt or copy at
> # http://www.gnu.org/licenses/gpl-2.0.html
> #
> # CNO website: http://www.ebi.ac.uk/saezrodriguez/software.html
> #
> ##############################################################################
> # $Id$
> # This test runs T3 data set to compute the scores (must be zero), and run
> # cutAndPlot plot on each time points.
>
> # DO NOT MODIFY please (TC, June 2012)
>
> library(CellNOptR)
Loading required package: RBGL
Loading required package: graph
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
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, append,
as.data.frame, basename, cbind, colMeans, colSums, colnames,
dirname, do.call, duplicated, eval, evalq, get, grep, grepl,
intersect, is.unsorted, lapply, lengths, mapply, match, mget,
order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
union, unique, unsplit, which, which.max, which.min
Loading required package: hash
hash-2.2.6 provided by Decision Patterns
Loading required package: RCurl
Loading required package: bitops
Loading required package: Rgraphviz
Loading required package: grid
Loading required package: XML
Attaching package: 'XML'
The following object is masked from 'package:graph':
addNode
Loading required package: ggplot2
> pknmodel = readSIF(system.file("ToyModelT3/ToyModelT3.sif", package="CellNOptR"))
> cnolist = CNOlist(system.file("ToyModelT3/ToyDataT3.csv", package="CellNOptR"))
>
> model = preprocessing(cnolist, pknmodel)
[1] "The following species are measured: AKT, MEK, ERK, P38, JNK, NFKB"
[1] "The following species are stimulated: TGFa, TNFa"
[1] "The following species are inhibited: PI3K, MEK"
[1] "The following species are not observable and/or not controllable: "
>
> # computeScoreT1 with init string made of ones
> verbose = FALSE
> initBstring<-rep(1,length(model$reacID))
> score = computeScoreT1(cnolist, model,bString=rep(1,length(model$reacID)))
> bestBS = c(1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 0, 0, 0, 0,0)
> bestBS2 <- c(0,0,0,0,0,0,1) # given by running gaBinaryTN
> bestBS3 <- c(0,0,1,0,0,0) # given by running gaBinaryTN
>
>
> SimT1<-simulateTN(CNOlist=cnolist, model=model, bString=list(bestBS))
> SimT2<-simulateTN(CNOlist=cnolist, model=model, bStrings=list(bestBS, bestBS2))
> SimT3<-simulateTN(CNOlist=cnolist, model=model, bStrings=list(bestBS, bestBS2, bestBS3))
>
> score1 = computeScoreT1(cnolist, model, bString=bestBS)
> score2 = computeScoreTN(cnolist, model, bStrings=list(bestBS,bestBS2))
> score3 = computeScoreTN(cnolist, model, bStrings=list(bestBS,bestBS2, bestBS3))
>
> print(score1)
[1] 4.545455e-05
> print(score2)
[1] 5.454545e-05
> print(score3)
[1] 6.363636e-05
> if (score1>0.01 || score2>0.024){
+ stop("errore")
+ }
> cutAndPlot(cnolist, model,bStrings=list(bestBS),plotPDF=TRUE, tag="test1")
$filenames
$filenames[[1]]
[1] "test1_SimResultsT1_1_.pdf"
$mse
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$simResults
$simResults[[1]]
$simResults[[1]]$t0
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$simResults[[1]]$t1
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 1
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 1
[6,] 1 0 0 1 1 1
[7,] 0 0 0 0 0 0
> cutAndPlot(cnolist, model,bStrings=list(bestBS,bestBS2),plotPDF=TRUE, tag="test2")
$mse
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$filenames
list()
$simResults
$simResults[[1]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$simResults[[2]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 1
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 1
[6,] 1 0 0 1 1 1
[7,] 0 0 0 0 0 0
$simResults[[3]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 0
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 0
[6,] 1 0 0 1 1 0
[7,] 0 0 0 0 0 0
> cutAndPlot(cnolist, model, bStrings=list(bestBS,bestBS2,bestBS3),plotPDF=TRUE, tag="test3")
$mse
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$filenames
list()
$simResults
$simResults[[1]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 0 0 0 0 0
[2,] 0 0 0 0 0 0
[3,] 0 0 0 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 0 0 0
[6,] 0 0 0 0 0 0
[7,] 0 0 0 0 0 0
$simResults[[2]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 1
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 1
[6,] 1 0 0 1 1 1
[7,] 0 0 0 0 0 0
$simResults[[3]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 1 1 1 0 1 0
[2,] 1 1 1 1 1 0
[3,] 0 1 1 0 0 0
[4,] 1 0 0 0 1 0
[5,] 0 0 0 1 0 0
[6,] 1 0 0 1 1 0
[7,] 0 0 0 0 0 0
$simResults[[4]]
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 0 1 1 0 0 0
[2,] 0 0 0 1 0 1
[3,] 0 1 1 0 0 0
[4,] 0 0 0 0 0 0
[5,] 0 0 0 1 0 1
[6,] 0 0 0 1 0 1
[7,] 0 0 0 0 0 0
>
>
> proc.time()
user system elapsed
2.224 0.044 2.265
CellNOptR.Rcheck/CellNOptR-Ex.timings
| name | user | system | elapsed | |
| CNORbool | 1.516 | 0.036 | 1.552 | |
| CNOdata | 0.000 | 0.000 | 0.001 | |
| CNOlist-class | 0.084 | 0.004 | 0.088 | |
| CNOlist-methods | 0.076 | 0.000 | 0.077 | |
| CellNOptR-package | 3.328 | 0.016 | 3.346 | |
| buildBitString | 0.000 | 0.000 | 0.001 | |
| checkSignals | 0.004 | 0.000 | 0.003 | |
| compressModel | 0.004 | 0.000 | 0.004 | |
| computeScoreT1 | 0.016 | 0.000 | 0.015 | |
| computeScoreTN | 0.016 | 0.004 | 0.018 | |
| crossInhibitedData | 0.004 | 0.000 | 0.003 | |
| cutAndPlot | 0.144 | 0.000 | 0.143 | |
| cutAndPlotResultsT1 | 0.192 | 0.000 | 0.193 | |
| cutAndPlotResultsTN | 0.280 | 0.000 | 0.279 | |
| cutNONC | 0.008 | 0.000 | 0.006 | |
| defaultParameters | 0.004 | 0.000 | 0.002 | |
| exhaustive | 0.344 | 0.008 | 0.353 | |
| expandGates | 0.016 | 0.000 | 0.015 | |
| findNONC | 0.004 | 0.004 | 0.006 | |
| gaBinaryT1 | 0.220 | 0.000 | 0.221 | |
| gaBinaryT2 | 0.132 | 0.000 | 0.129 | |
| gaBinaryTN | 0.144 | 0.000 | 0.146 | |
| getFit | 0.008 | 0.000 | 0.007 | |
| indexFinder | 0.004 | 0.000 | 0.003 | |
| normaliseCNOlist | 0.004 | 0.000 | 0.006 | |
| plot-methods | 0.064 | 0.000 | 0.067 | |
| plotCNOlist | 0.052 | 0.000 | 0.053 | |
| plotCNOlist2 | 1.988 | 0.000 | 1.991 | |
| plotCNOlistLarge | 0.148 | 0.000 | 0.149 | |
| plotFit | 0.044 | 0.000 | 0.044 | |
| plotModel | 1.268 | 0.072 | 1.361 | |
| plotOptimResultsPan | 0.164 | 0.000 | 0.164 | |
| prep4sim | 0.004 | 0.000 | 0.002 | |
| preprocessing | 0.008 | 0.000 | 0.008 | |
| randomizeCNOlist | 0.012 | 0.000 | 0.009 | |
| readSBMLQual | 0.004 | 0.000 | 0.000 | |
| residualError | 0.004 | 0.000 | 0.002 | |
| simulateT1 | 0.008 | 0.000 | 0.007 | |
| simulateTN | 0.004 | 0.000 | 0.005 | |
| simulatorT0 | 0.004 | 0.004 | 0.006 | |
| simulatorT1 | 0.008 | 0.000 | 0.006 | |
| simulatorT2 | 0.000 | 0.004 | 0.003 | |
| simulatorTN | 0.004 | 0.000 | 0.004 | |