# HG changeset patch # User lecorguille # Date 1461596785 14400 # Node ID 7da9252dd983f4c4207d83f39156d1dab1dd3b94 # Parent 8c5bb7b86df9e546af61fc307132de8453ede161 planemo upload commit 9d47e3b467dbbe0af0d90a937c5e9f2c4b958c4b diff -r 8c5bb7b86df9 -r 7da9252dd983 CAMERA.r --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/CAMERA.r Mon Apr 25 11:06:25 2016 -0400 @@ -0,0 +1,175 @@ +#!/usr/bin/env Rscript +# CAMERA.r version="2.2.1" + + + +# ----- PACKAGE ----- +cat("\tPACKAGE INFO\n") + +setRepositories(graphics=F, ind=31) + +#pkgs=c("xcms","batch") +pkgs=c("parallel","BiocGenerics", "Biobase", "Rcpp", "mzR", "xcms","snow","igraph","CAMERA","multtest","batch") +for(p in pkgs) { + suppressPackageStartupMessages(suppressWarnings(library(p, quietly=TRUE, logical.return=TRUE, character.only=TRUE))) + cat(p,"\t",as.character(packageVersion(p)),"\n",sep="") +} +source_local <- function(fname){ argv <- commandArgs(trailingOnly = FALSE); base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)); source(paste(base_dir, fname, sep="/")) } + +cat("\n\n"); + + + +# ----- ARGUMENTS ----- +cat("\tARGUMENTS INFO\n") + +listArguments = parseCommandArgs(evaluate=FALSE) #interpretation of arguments given in command line as an R list of objects +write.table(as.matrix(listArguments), col.names=F, quote=F, sep='\t') + +cat("\n\n"); + + +# ----- PROCESSING INFILE ----- +cat("\tINFILE PROCESSING INFO\n") + +#image is an .RData file necessary to use xset variable given by previous tools +if (!is.null(listArguments[["image"]])){ + load(listArguments[["image"]]); listArguments[["image"]]=NULL +} + +if (listArguments[["xfunction"]] %in% c("combinexsAnnos")) { + load(listArguments[["image_pos"]]) + xaP=xa + listOFlistArgumentsP=listOFlistArguments + if (exists("xsAnnotate_object")) xaP=xsAnnotate_object + + diffrepP=NULL + if (exists("diffrep")) diffrepP=diffrep + + load(listArguments[["image_neg"]]) + xaN=xa + listOFlistArgumentsN=listOFlistArguments + if (exists("xsAnnotate_object")) xaN=xsAnnotate_object + + diffrepN=NULL + if (exists("diffrep")) diffrepN=diffrep +} + + +cat("\n\n") + + +# ----- ARGUMENTS PROCESSING ----- +cat("\tARGUMENTS PROCESSING INFO\n") + +# Save arguments to generate a report +if (!exists("listOFlistArguments")) listOFlistArguments=list() +listOFlistArguments[[paste(format(Sys.time(), "%y%m%d-%H:%M:%S_"),listArguments[["xfunction"]],sep="")]] = listArguments + + +#saving the commun parameters +thefunction = listArguments[["xfunction"]] +listArguments[["xfunction"]]=NULL #delete from the list of arguments + +xsetRdataOutput = paste(thefunction,"RData",sep=".") +if (!is.null(listArguments[["xsetRdataOutput"]])){ + xsetRdataOutput = listArguments[["xsetRdataOutput"]]; listArguments[["xsetRdataOutput"]]=NULL +} + +rplotspdf = "Rplots.pdf" +if (!is.null(listArguments[["rplotspdf"]])){ + rplotspdf = listArguments[["rplotspdf"]]; listArguments[["rplotspdf"]]=NULL +} + +dataMatrixOutput = "dataMatrix.tsv" +if (!is.null(listArguments[["dataMatrixOutput"]])){ + dataMatrixOutput = listArguments[["dataMatrixOutput"]]; listArguments[["dataMatrixOutput"]]=NULL +} + +variableMetadataOutput = "variableMetadata.tsv" +if (!is.null(listArguments[["variableMetadataOutput"]])){ + variableMetadataOutput = listArguments[["variableMetadataOutput"]]; listArguments[["variableMetadataOutput"]]=NULL +} + +if (!is.null(listArguments[["new_file_path"]])){ + new_file_path = listArguments[["new_file_path"]]; listArguments[["new_file_path"]]=NULL +} + +#Import the different functions +source_local("lib.r") + +#necessary to unzip .zip file uploaded to Galaxy +#thanks to .zip file it's possible to upload many file as the same time conserving the tree hierarchy of directories + + +if (!is.null(listArguments[["zipfile"]])){ + zipfile= listArguments[["zipfile"]]; listArguments[["zipfile"]]=NULL +} + +# We unzip automatically the chromatograms from the zip files. +if (thefunction %in% c("annotatediff")) { + if(exists("zipfile") && (zipfile!="")) { + if(!file.exists(zipfile)){ + error_message=paste("Cannot access the Zip file:",zipfile,". Please, contact your administrator ... if you have one!") + print(error_message) + stop(error_message) + } + + #unzip + suppressWarnings(unzip(zipfile, unzip="unzip")) + + #get the directory name + filesInZip=unzip(zipfile, list=T); + directories=unique(unlist(lapply(strsplit(filesInZip$Name,"/"), function(x) x[1]))); + directories=directories[!(directories %in% c("__MACOSX")) & file.info(directories)$isdir] + directory = "." + if (length(directories) == 1) directory = directories + + cat("files_root_directory\t",directory,"\n") + } +} + + + +#addition of xset object to the list of arguments in the first position +if (exists("xset") != 0){ + listArguments=append(list(xset), listArguments) +} + +cat("\n\n") + + + + +# ----- PROCESSING INFO ----- +cat("\tMAIN PROCESSING INFO\n") + +#change the default display settings +pdf(file=rplotspdf, width=16, height=12) + + +if (thefunction %in% c("annotatediff")) { + results_list=annotatediff(xset=xset,listArguments=listArguments,variableMetadataOutput=variableMetadataOutput,dataMatrixOutput=dataMatrixOutput,new_file_path=new_file_path) + xa=results_list[["xa"]] + diffrep=results_list[["diffrep"]] + variableMetadata=results_list[["variableMetadata"]] + + cat("\n\n") + cat("\tXSET OBJECT INFO\n") + print(xa) +} + +if (thefunction %in% c("combinexsAnnos")) { + cAnnot=combinexsAnnos_function(xaP=xaP,xaN=xaN,listOFlistArgumentsP=listOFlistArgumentsP,listOFlistArgumentsN=listOFlistArgumentsN,diffrepP=diffrepP,diffrepN=diffrepN,convert_param=listArguments[["convert_param"]],pos=listArguments[["pos"]],tol=listArguments[["tol"]],ruleset=listArguments[["ruleset"]],keep_meta=listArguments[["keep_meta"]],variableMetadataOutput=variableMetadataOutput) +} + +dev.off() + + +#saving R data in .Rdata file to save the variables used in the present tool +objects2save = c("xa","variableMetadata","diffrep","cAnnot","listOFlistArguments","zipfile") +save(list=objects2save[objects2save %in% ls()], file=xsetRdataOutput) + +cat("\n\n") + +cat("\tDONE\n") diff -r 8c5bb7b86df9 -r 7da9252dd983 Makefile --- a/Makefile Mon Feb 22 16:48:11 2016 -0500 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,23 +0,0 @@ -# USAGE: make [install|clean] - -# -------- VARIABLE -------- - -OBJ=camera_annotate.tgz -DEP=abims_CAMERA_annotateDiffreport.xml tool_dependencies.xml repository_dependencies.xml static test-data - - -# ------------------------ - -all: $(OBJ) - -$(OBJ): $(DEP) - tar --exclude=".svn" -zchf $@ $^ - -# ------------------------ - -install: $(OBJ) - mv *.tgz ~ - -clean: - rm *.tgz - diff -r 8c5bb7b86df9 -r 7da9252dd983 README.rst --- a/README.rst Mon Feb 22 16:48:11 2016 -0500 +++ b/README.rst Mon Apr 25 11:06:25 2016 -0400 @@ -2,7 +2,16 @@ Changelog/News -------------- -**Version 2.1.3 - 10/02/2016** +**Version 2.1.5 - 21/04/2016** + +- UPGRADE: upgrate the CAMERA version from 1.22.0 to 1.26.0 + + +**Version 2.1.4 - 18/04/2016** + +- TEST: refactoring to pass planemo test using conda dependencies + +**Version 2.1.3 - 10/02/2016** - BUGFIX: better management of errors. Datasets remained green although the process failed @@ -27,3 +36,12 @@ - UPDATE: merged with annotateDiffreport. Some parameters are dedicated to experiences with several conditions + +Test Status +----------- + +Planemo test using conda: passed + +Planemo test using source env.sh: passed + +Planemo shed_test : passed diff -r 8c5bb7b86df9 -r 7da9252dd983 abims_CAMERA_annotateDiffreport.xml --- a/abims_CAMERA_annotateDiffreport.xml Mon Feb 22 16:48:11 2016 -0500 +++ b/abims_CAMERA_annotateDiffreport.xml Mon Apr 25 11:06:25 2016 -0400 @@ -1,24 +1,16 @@ - + CAMERA annotate function. Returns annotation results (isotope peaks, adducts and fragments) and a diffreport if more than one condition. - - R - Rscript - xcms - camera - camera_w4m_script - CAMERA.r - graphicsmagick - convert - - - - - + + macros.xml + + + + @@ -131,7 +126,9 @@ - + + + @@ -143,13 +140,13 @@ - + - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -189,18 +220,7 @@ - - 10.1021/ac202450g - 10.1093/bioinformatics/btu813 - + diff -r 8c5bb7b86df9 -r 7da9252dd983 lib.r --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/lib.r Mon Apr 25 11:06:25 2016 -0400 @@ -0,0 +1,188 @@ +# lib.r version="2.2.1" + +#The function create a pdf from the different png generated by diffreport +diffreport_png2pdf <- function(filebase, new_file_path) { + + pdfEicOutput = paste(new_file_path,filebase,"-eic_visible_pdf",sep="") + pdfBoxOutput = paste(new_file_path,filebase,"-box_visible_pdf",sep="") + + system(paste("gm convert ",filebase,"_eic/*.png ",filebase,"_eic.pdf",sep="")) + system(paste("gm convert ",filebase,"_box/*.png ",filebase,"_box.pdf",sep="")) + + file.copy(paste(filebase,"_eic.pdf",sep=""), pdfEicOutput) + file.copy(paste(filebase,"_box.pdf",sep=""), pdfBoxOutput) +} + +#The function annotateDiffreport without the corr function which bugs +annotatediff <- function(xset=xset, listArguments=listArguments, variableMetadataOutput="variableMetadata.tsv", dataMatrixOutput="dataMatrix.tsv",new_file_path=NULL) { + # Resolve the bug with x11, with the function png + options(bitmapType='cairo') + + #Check if the fillpeaks step has been done previously, if it hasn't, there is an error message and the execution is stopped. + res=try(is.null(xset@filled)) + + # ------ annot ------- + listArguments[["calcCiS"]]=as.logical(listArguments[["calcCiS"]]) + listArguments[["calcIso"]]=as.logical(listArguments[["calcIso"]]) + listArguments[["calcCaS"]]=as.logical(listArguments[["calcCaS"]]) + + #graphMethod parameter bugs where this parameter is not defined in quick=true + if(listArguments[["quick"]]==TRUE) { + xa= annotate(object=xset,nSlaves=1,sigma=listArguments[["sigma"]],perfwhm=listArguments[["perfwhm"]],maxcharge=listArguments[["maxcharge"]],maxiso=listArguments[["maxiso"]],minfrac=listArguments[["minfrac"]],ppm=listArguments[["ppm"]],mzabs=listArguments[["mzabs"]],quick=listArguments[["quick"]],polarity=listArguments[["polarity"]],max_peaks=listArguments[["max_peaks"]],intval=listArguments[["intval"]]) + } + else { + xa= annotate(object=xset,nSlaves=1,sigma=listArguments[["sigma"]],perfwhm=listArguments[["perfwhm"]],graphMethod=listArguments[["graphMethod"]],cor_eic_th=listArguments[["cor_eic_th"]],pval=listArguments[["pval"]],calcCiS=listArguments[["calcCiS"]],calcIso=listArguments[["calcIso"]],calcCaS=listArguments[["calcCaS"]],multiplier=listArguments[["multiplier"]],maxcharge=listArguments[["maxcharge"]],maxiso=listArguments[["maxiso"]],minfrac=listArguments[["minfrac"]],ppm=listArguments[["ppm"]],mzabs=listArguments[["mzabs"]],quick=listArguments[["quick"]],polarity=listArguments[["polarity"]],max_peaks=listArguments[["max_peaks"]],intval=listArguments[["intval"]]) + + } + peakList=getPeaklist(xa,intval=listArguments[["intval"]]) + peakList=cbind(groupnames(xa@xcmsSet),peakList); colnames(peakList)[1] = c("name"); + + + # --- Multi condition : diffreport --- + diffrep=NULL + if (!is.null(listArguments[["runDiffreport"]]) & nlevels(sampclass(xset))>=2) { + #Check if the fillpeaks step has been done previously, if it hasn't, there is an error message and the execution is stopped. + res=try(is.null(xset@filled)) + classes=levels(sampclass(xset)) + x=1:(length(classes)-1) + for (i in seq(along=x) ) { + y=1:(length(classes)) + for (n in seq(along=y)){ + if(i+n <= length(classes)){ + filebase=paste(classes[i],class2=classes[i+n],sep="-vs-") + + diffrep=diffreport(object=xset,class1=classes[i],class2=classes[i+n],filebase=filebase,eicmax=listArguments[["eicmax"]],eicwidth=listArguments[["eicwidth"]],sortpval=TRUE,value=listArguments[["value"]],h=listArguments[["h"]],w=listArguments[["w"]],mzdec=listArguments[["mzdec"]]) + #combines results + diffreportTSV=merge(peakList, diffrep[,c("name","fold","tstat","pvalue")], by.x="name", by.y="name", sort=F) + diffreportTSV=cbind(diffreportTSV[,!(colnames(diffreportTSV) %in% c(sampnames(xa@xcmsSet)))],diffreportTSV[,(colnames(diffreportTSV) %in% c(sampnames(xa@xcmsSet)))]) + + if(listArguments[["sortpval"]]){ + diffreportTSV=diffreportTSV[order(diffreportTSV$pvalue), ] + } + + if (listArguments[["convert_param"]]){ + #converting the retention times (seconds) into minutes + diffreportTSV$rt=diffreportTSV$rt/60;diffreportTSV$rtmin=diffreportTSV$rtmin/60; diffreportTSV$rtmax=diffreportTSV$rtmax/60; + } + write.table(diffreportTSV, sep="\t", quote=FALSE, row.names=FALSE, file=paste(new_file_path,filebase,"-tabular_visible_tabular",sep="")) + + if (listArguments[["eicmax"]] != 0) { + diffreport_png2pdf(filebase, new_file_path) + } + } + } + } + } + + + + + # --- variableMetadata --- + variableMetadata=peakList[,!(make.names(colnames(peakList)) %in% c(make.names(sampnames(xa@xcmsSet))))] + # if we have 2 conditions, we keep stat of diffrep + if (!is.null(listArguments[["runDiffreport"]]) & nlevels(sampclass(xset))==2) { + variableMetadata = merge(variableMetadata, diffrep[,c("name","fold","tstat","pvalue")],by.x="name", by.y="name", sort=F) + if(exists("listArguments[[\"sortpval\"]]")){ + variableMetadata=variableMetadata[order(variableMetadata$pvalue), ] + } + } + + variableMetadataOri=variableMetadata + if (listArguments[["convert_param"]]){ + #converting the retention times (seconds) into minutes + print("converting the retention times into minutes in the variableMetadata") + variableMetadata$rt=variableMetadata$rt/60;variableMetadata$rtmin=variableMetadata$rtmin/60; variableMetadata$rtmax=variableMetadata$rtmax/60; + } + #Transform metabolites name + variableMetadata$name= paste("M",round(variableMetadata$mz,digits=listArguments[["num_digits"]]),"T",round(variableMetadata$rt),sep="") + write.table(variableMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=variableMetadataOutput) + + # --- dataMatrix --- + dataMatrix = peakList[,(make.names(colnames(peakList)) %in% c(make.names(sampnames(xa@xcmsSet))))] + dataMatrix=cbind(peakList$name,dataMatrix); colnames(dataMatrix)[1] = c("name"); + + if (listArguments[["convert_param"]]){ + #converting the retention times (seconds) into minutes + print("converting the retention times into minutes in the dataMatrix ids") + peakList$rt=peakList$rt/60 + } + dataMatrix$name= paste("M",round(peakList$mz,digits=listArguments[["num_digits"]]),"T",round(peakList$rt),sep="") + write.table(dataMatrix, sep="\t", quote=FALSE, row.names=FALSE, file=dataMatrixOutput) + + return(list("xa"=xa,"diffrep"=diffrep,"variableMetadata"=variableMetadataOri)); + +} + + +combinexsAnnos_function <- function(xaP, xaN, listOFlistArgumentsP,listOFlistArgumentsN, diffrepP=NULL,diffrepN=NULL,convert_param=FALSE,pos=TRUE,tol=2,ruleset=NULL,keep_meta=TRUE, variableMetadataOutput="variableMetadata.tsv"){ + + #Load the two Rdata to extract the xset objects from positive and negative mode + cat("\tObject xset from positive mode\n") + print(xaP) + cat("\n") + + cat("\tObject xset from negative mode\n") + print(xaN) + cat("\n") + + cat("\n") + cat("\tCombining...\n") + #Convert the string to numeric for creating matrix + row=as.numeric(strsplit(ruleset,",")[[1]][1]) + column=as.numeric(strsplit(ruleset,",")[[1]][2]) + ruleset=cbind(row,column) + #Test if the file comes from an older version tool + if ((!is.null(xaP)) & (!is.null(xaN))) { + #Launch the combinexsannos function from CAMERA + cAnnot=combinexsAnnos(xaP, xaN,pos=pos,tol=tol,ruleset=ruleset) + } else { + stop("You must relauch the CAMERA.annotate step with the lastest version.") + } + + + + if(pos){ + xa=xaP + listOFlistArgumentsP=listOFlistArguments + mode="neg. Mode" + } else { + xa=xaN + listOFlistArgumentsN=listOFlistArguments + mode="pos. Mode" + } + intval = "into"; for (steps in names(listOFlistArguments)) { if (!is.null(listOFlistArguments[[steps]]$intval)) intval = listOFlistArguments[[steps]]$intval } + peakList=getPeaklist(xa,intval=intval) + peakList=cbind(groupnames(xa@xcmsSet),peakList); colnames(peakList)[1] = c("name"); + variableMetadata=cbind(peakList, cAnnot[, c("isotopes", "adduct", "pcgroup",mode)]); + variableMetadata=variableMetadata[,!(colnames(variableMetadata) %in% c(sampnames(xa@xcmsSet)))] + + #Test if there are more than two classes (conditions) + if ( nlevels(sampclass(xaP@xcmsSet))==2 & (!is.null(diffrepN)) & (!is.null(diffrepP))) { + diffrepP = diffrepP[,c("name","fold","tstat","pvalue")]; colnames(diffrepP) = paste("P.",colnames(diffrepP),sep="") + diffrepN = diffrepN[,c("name","fold","tstat","pvalue")]; colnames(diffrepN) = paste("N.",colnames(diffrepN),sep="") + + variableMetadata = merge(variableMetadata, diffrepP, by.x="name", by.y="P.name") + variableMetadata = merge(variableMetadata, diffrepN, by.x="name", by.y="N.name") + } + + rownames(variableMetadata) = NULL + #TODO: checker + #colnames(variableMetadata)[1:2] = c("name","mz/rt"); + + #If the user want to convert the retention times (seconds) into minutes. + if (listArguments[["convert_param"]]){ + #converting the retention times (seconds) into minutes + cat("\tConverting the retention times into minutes\n") + variableMetadata$rtmed=cAnnot$rt/60; variableMetadata$rtmin=cAnnot$rtmin/60; variableMetadata$rtmax=cAnnot$rtmax/60; + } + + #If the user want to keep only the metabolites which match a difference + if(keep_meta){ + variableMetadata=variableMetadata[variableMetadata[,c(mode)]!="",] + } + + #Write the output into a tsv file + write.table(variableMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=variableMetadataOutput) + return(variableMetadata); + +} diff -r 8c5bb7b86df9 -r 7da9252dd983 macros.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/macros.xml Mon Apr 25 11:06:25 2016 -0400 @@ -0,0 +1,46 @@ + + + + + R + r-snow + bioconductor-camera + bioconductor-multtest + r-batch + libpng + graphicsmagick + + + + + + + + + + LANG=C Rscript $__tool_directory__/CAMERA.r + + + +.. class:: infomark + +**Authors** Colin A. Smith csmith@scripps.edu, Ralf Tautenhahn rtautenh@gmail.com, Steffen Neumann sneumann@ipb-halle.de, Paul Benton hpaul.benton08@imperial.ac.uk and Christopher Conley cjconley@ucdavis.edu + +.. class:: infomark + +**Galaxy integration** ABiMS TEAM - UPMC/CNRS - Station biologique de Roscoff and Yann Guitton yann.guitton@oniris-nantes.fr - part of Workflow4Metabolomics.org [W4M] + + | Contact support@workflow4metabolomics.org for any questions or concerns about the Galaxy implementation of this tool. + +--------------------------------------------------- + + + + + + + 10.1021/ac202450g + 10.1093/bioinformatics/btu813 + + + diff -r 8c5bb7b86df9 -r 7da9252dd983 planemo.sh --- a/planemo.sh Mon Feb 22 16:48:11 2016 -0500 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1 +0,0 @@ -planemo shed_init -f --name=camera_annotate --owner=lecorguille --description="[W4M][GC-MS] CAMERA R Package - Preprocessing - Returns annotation results (isotope peaks, adducts and fragments)" --homepage_url="http://workflow4metabolomics.org" --long_description="Part of the W4M project: http://workflow4metabolomics.org CAMERA: http://bioconductor.org/packages/release/bioc/html/CAMERA.html Wrapper skript for automatic annotation of isotope peaks, adducts and fragments for a (grouped) xcmsSet xs. The function returns an xsAnnotate object. BEWARE: this tool don't come with its script. You will need to install the dedicated package_camara_w4m_script too" --category="Metabolomics" diff -r 8c5bb7b86df9 -r 7da9252dd983 planemo_test.sh --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/planemo_test.sh Mon Apr 25 11:06:25 2016 -0400 @@ -0,0 +1,29 @@ +# Example of planemo command to launch test + +# Note: --galaxy_branch "dev" is set to deal with zip file + + +# -- Use of installed package environments +# after having installing package on a local galaxy instance +source /w/galaxy/dev/shed_tools_tool_dependency_dir/R/3.1.2/iuc/package_r_3_1_2/1ca39eb16186/env.sh +source /w/galaxy/dev/shed_tools_tool_dependency_dir/bioconductor-camera/1.22.0/lecorguille/package_bioconductor_camera_1_22_0/22cec61d66c2/env.sh +planemo test --install_galaxy --galaxy_branch "dev" + +#All 1 test(s) executed passed. +#abims_CAMERA_annotateDiffreport[0]: passed + + +# -- Use of conda dependencies +planemo conda_init --conda_prefix /tmp/mc +planemo conda_install --conda_prefix /tmp/mc . +planemo test --install_galaxy --conda_prefix /tmp/mc --conda_dependency_resolution --galaxy_branch "dev" + +#All 1 test(s) executed passed. +#abims_CAMERA_annotateDiffreport[0]: passed + + +# -- Use of shed_test +planemo shed_test --install_galaxy -t testtoolshed --galaxy_branch "dev" + +#All 1 test(s) executed passed. +#testtoolshed.g2.bx.psu.edu/repos/lecorguille/camera_annotate/abims_CAMERA_annotateDiffreport/2.1.3[0]: passed diff -r 8c5bb7b86df9 -r 7da9252dd983 test-data/faahKO.xset.group.retcor.group.fillPeaks.annotate.dataMatrix.tsv --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/faahKO.xset.group.retcor.group.fillPeaks.annotate.dataMatrix.tsv Mon Apr 25 11:06:25 2016 -0400 @@ -0,0 +1,8158 @@ +name ko15 ko16 wt15 wt16 +M200T2874 76871.5724822568 506848.884266667 54795.557051693 70712.7019597617 +M200T3877 1144.01499999999 508.190132093174 167.153311923928 0 +M200T3676 0 0 5108.15999999988 3298.99587926868 +M200T3486 6029.94499999992 0 0 0 +M200T3529 0 0 4586.52650000006 0 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