changeset 11:de0d85537ee3 draft

planemo upload for repository https://github.com/workflow4metabolomics/xcms commit a6f5f18b3d6130f7d7fbb9f2df856838c6217797
author lecorguille
date Fri, 07 Apr 2017 07:37:05 -0400
parents 6caa60dcc217
children dcb9041cb9ea
files Makefile README.rst abims_xcms_fillPeaks.xml lib.r macros.xml planemo_test.sh static/images/xcms_fillpeaks_workflow.png test-data/faahKO-single.xset.merged.group.retcor.group.RData test-data/faahKO.xset.group.retcor.group.fillPeaks.dataMatrix.tsv test-data/faahKO.xset.group.retcor.group.fillPeaks.variableMetadata.tsv test-data/ko15.CDF test-data/ko16.CDF test-data/wt15.CDF test-data/wt16.CDF tool_dependencies.xml xcms.r
diffstat 16 files changed, 16750 insertions(+), 16713 deletions(-) [+]
line wrap: on
line diff
--- a/Makefile	Tue Feb 07 04:05:02 2017 -0500
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,23 +0,0 @@
-# USAGE: make [install|clean]
-
-# -------- VARIABLE --------
-
-OBJ=xcms_fillpeaks.tgz
-DEP=abims_xcms_fillPeaks.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
-
--- a/README.rst	Tue Feb 07 04:05:02 2017 -0500
+++ b/README.rst	Fri Apr 07 07:37:05 2017 -0400
@@ -2,6 +2,12 @@
 Changelog/News
 --------------
 
+**Version 2.1.0 - 07/02/2017**
+
+- IMPROVEMENT: change the management of the peaklist ids. The main ids remain the same as xcms generated. The export setiings now only add custom names in the variableMetadata tab (namecustom)
+
+- IMPROVEMENT: xcms.fillpeaks can deal with merged individual data
+
 **Version 2.0.8 - 22/12/2016**
 
 - IMPROVEMENT: Add an option to export the peak list at this step without have to wait camara.annotate
@@ -29,15 +35,3 @@
 - IMPROVEMENT: new datatype/dataset formats (rdata.xcms.raw, rdata.xcms.group, rdata.xcms.retcor ...) will facilitate the sequence of tools and so avoid incompatibility errors.
 
 - IMPROVEMENT: parameter labels have changed to facilitate their reading.
-
-
-Test Status
------------
-
-Planemo test using conda: passed
-
-Planemo test using source env.sh: passed
-
-Planemo shed_test : passed
-
-
--- a/abims_xcms_fillPeaks.xml	Tue Feb 07 04:05:02 2017 -0500
+++ b/abims_xcms_fillPeaks.xml	Fri Apr 07 07:37:05 2017 -0400
@@ -1,4 +1,4 @@
-<tool id="abims_xcms_fillPeaks" name="xcms.fillPeaks" version="2.0.8">
+<tool id="abims_xcms_fillPeaks" name="xcms.fillPeaks" version="2.1.0">
 
     <description>Integrate a sample's signal in regions where peak groups are not represented to create new peaks in missing areas</description>
 
@@ -12,22 +12,15 @@
     <command><![CDATA[
         @COMMAND_XCMS_SCRIPT@
         xfunction fillPeaks
-        image $image
+        image '$image'
 
-        xsetRdataOutput $xsetRData
+        xsetRdataOutput '$xsetRData'
 
         method $method
 
-        #if $peaklist.peaklistBool
-            variableMetadataOutput $variableMetadata
-            dataMatrixOutput $dataMatrix
-            convertRTMinute $peaklist.convertRTMinute
-            numDigitsMZ $peaklist.numDigitsMZ
-            numDigitsRT $peaklist.numDigitsRT
-            intval $peaklist.intval
-        #end if
+        @COMMAND_PEAKLIST@
 
-        @COMMAND_ZIPFILE_LOAD@
+        @COMMAND_FILE_LOAD@
 
         @COMMAND_LOG_EXIT@
 
@@ -39,32 +32,16 @@
             <option value="chrom" selected="true">chrom</option>
             <option value="MSW" >MSW</option>
         </param>
-        <conditional name="peaklist">
-            <param name="peaklistBool" type="boolean" label="Get a Peak List" />
-            <when value="true">
-              <param name="convertRTMinute" type="boolean" checked="false" truevalue="TRUE" falsevalue="FALSE" label="Convert retention time (seconds) into minutes" help="Convert the columns rtmed, rtmin and rtmax into minutes"/>
-              <param name="numDigitsMZ" type="integer" value="4" label="Number of decimal places for mass values reported in ions' identifiers." help="A minimum of 4 decimal places is recommended. Useful to avoid duplicates within identifiers" />
-              <param name="numDigitsRT" type="integer" value="0" label="Number of decimal places for retention time values reported in ions' identifiers." help="Useful to avoid duplicates within identifiers" />
-              <param name="intval" type="select" label="Reported intensity values" help="[intval] See the help section below">
-                  <option value="into" selected="true">into</option>
-                  <option value="maxo">maxo</option>
-                  <option value="intb">intb</option>
-              </param>
-            </when>
-            <when value="false" />
-        </conditional>
-        <expand macro="zipfile_load"/>
+
+        <expand macro="input_peaklist"/>
+
+        <expand macro="input_file_load"/>
 
     </inputs>
 
     <outputs>
         <data name="xsetRData" format="rdata.xcms.fillpeaks" label="${image.name[:-6]}.fillPeaks.RData" />
-        <data name="variableMetadata" format="tabular" label="${image.name[:-6]}.fillPeaks.variableMetadata.tsv">
-            <filter>(peaklist['peaklistBool'])</filter>
-        </data>
-        <data name="dataMatrix" format="tabular" label="${image.name[:-6]}.fillPeaks.dataMatrix.tsv" >
-            <filter>(peaklist['peaklistBool'])</filter>
-        </data>
+        <expand macro="output_peaklist" function="fillpeaks" />
         <data name="log" format="txt" label="xset.log.txt"  hidden="true" />
     </outputs>
 
@@ -93,8 +70,30 @@
                 <param name="numDigitsMZ" value="4" />
                 <param name="numDigitsRT" value="1" />
             </conditional>
-            <param name="zipfile_load_conditional|zipfile_load_select" value="yes" />
-            <param name="zipfile_load_conditional|zip_file" value="faahKO_reduce.zip"  ftype="zip" />
+            <expand macro="test_file_load_zip"/>
+            <output name="log">
+                <assert_contents>
+                    <has_text text="object with 4 samples" />
+                    <has_text text="Time range: 2506-4484 seconds (41.8-74.7 minutes)" />
+                    <has_text text="Mass range: 200.1-600 m/z" />
+                    <has_text text="Peaks: 32720 (about 8180 per sample)" />
+                    <has_text text="Peak Groups: 8157" />
+                    <has_text text="Sample classes: KO, WT" />
+                </assert_contents>
+            </output>
+            <output name="variableMetadata" file="faahKO.xset.group.retcor.group.fillPeaks.variableMetadata.tsv" />
+            <output name="dataMatrix" file="faahKO.xset.group.retcor.group.fillPeaks.dataMatrix.tsv" />
+        </test>
+        <test>
+            <param name="image" value="faahKO-single.xset.merged.group.retcor.group.RData"/>
+            <param name="method" value="chrom"/>
+            <conditional name="peaklist">
+                <param name="convertRTMinute" value="false" />
+                <param name="peaklistBool" value="true" />
+                <param name="numDigitsMZ" value="4" />
+                <param name="numDigitsRT" value="1" />
+            </conditional>
+            <expand macro="test_file_load_single"/>
             <output name="log">
                 <assert_contents>
                     <has_text text="object with 4 samples" />
@@ -269,6 +268,12 @@
 Changelog/News
 --------------
 
+**Version 2.1.0 - 07/02/2017**
+
+- IMPROVEMENT: change the management of the peaklist ids. The main ids remain the same as xcms generated. The export setiings now only add custom names in the variableMetadata tab (namecustom)
+
+- IMPROVEMENT: xcms.fillpeaks can deal with merged individual data
+
 **Version 2.0.8 - 22/12/2016**
 
 - IMPROVEMENT: Add an option to export the peak list at this step without having to wait for CAMERA.annotate
@@ -281,7 +286,6 @@
 
 - TEST: refactoring to pass planemo test using conda dependencies
 
-
 **Version 2.0.5 - 10/02/2016**
 
 - BUGFIX: better management of errors. Datasets remained green although the process failed
--- a/lib.r	Tue Feb 07 04:05:02 2017 -0500
+++ b/lib.r	Fri Apr 07 07:37:05 2017 -0400
@@ -27,168 +27,165 @@
 
 #@author G. Le Corguille
 #This function format ions identifiers
-formatIonIdentifiers <- function(dataData, numDigitsRT=0, numDigitsMZ=0) {
-    return(make.unique(paste0("M",round(dataData[,"mz"],numDigitsMZ),"T",round(dataData[,"rt"],numDigitsRT))))
+formatIonIdentifiers <- function(variableMetadata, numDigitsRT=0, numDigitsMZ=0) {
+    splitDeco = strsplit(as.character(variableMetadata$name),"_")
+    idsDeco = sapply(splitDeco, function(x) { deco=unlist(x)[2]; if (is.na(deco)) return ("") else return(paste0("_",deco)) })
+    namecustom = make.unique(paste0("M",round(variableMetadata[,"mz"],numDigitsMZ),"T",round(variableMetadata[,"rt"],numDigitsRT),idsDeco))
+    variableMetadata=cbind(name=variableMetadata$name, namecustom=namecustom, variableMetadata[,!(colnames(variableMetadata) %in% c("name"))])
+    return(variableMetadata)
 }
 
 #@author G. Le Corguille
 # value: intensity values to be used into, maxo or intb
 getPeaklistW4M <- function(xset, intval="into",convertRTMinute=F,numDigitsMZ=4,numDigitsRT=0,variableMetadataOutput,dataMatrixOutput) {
-    groups <- xset@groups
-    values <- groupval(xset, "medret", value=intval)
-    
-    # renamming of the column rtmed to rt to fit with camera peaklist function output
-    colnames(groups)[colnames(groups)=="rtmed"] <- "rt"
-    colnames(groups)[colnames(groups)=="mzmed"] <- "mz"
-    
-    ids <- formatIonIdentifiers(groups, numDigitsRT=numDigitsRT, numDigitsMZ=numDigitsMZ)
-    groups = RTSecondToMinute(groups, convertRTMinute)
+    variableMetadata_dataMatrix = peakTable(xset, method="medret", value=intval)
+    variableMetadata_dataMatrix = cbind(name=groupnames(xset),variableMetadata_dataMatrix)
+
+    dataMatrix = variableMetadata_dataMatrix[,(make.names(colnames(variableMetadata_dataMatrix)) %in% c("name", make.names(sampnames(xset))))]
 
-    rownames(groups) = ids
-    rownames(values) = ids
+    variableMetadata = variableMetadata_dataMatrix[,!(make.names(colnames(variableMetadata_dataMatrix)) %in% c(make.names(sampnames(xset))))]
+    variableMetadata = RTSecondToMinute(variableMetadata, convertRTMinute)
+    variableMetadata = formatIonIdentifiers(variableMetadata, numDigitsRT=numDigitsRT, numDigitsMZ=numDigitsMZ)
 
-    #@TODO: add "name" as the first column name
-    #colnames(groups)[1] = "name"
-    #colnames(values)[1] = "name"
-
-    write.table(groups, file=variableMetadataOutput,sep="\t",quote=F,row.names = T,col.names = NA)
-    write.table(values, file=dataMatrixOutput,sep="\t",quote=F,row.names = T,col.names = NA)
+    write.table(variableMetadata, file=variableMetadataOutput,sep="\t",quote=F,row.names=F)
+    write.table(dataMatrix, file=dataMatrixOutput,sep="\t",quote=F,row.names=F)
 }
 
 #@author Y. Guitton
 getBPC <- function(file,rtcor=NULL, ...) {
-  object <- xcmsRaw(file)
-  sel <- profRange(object, ...)
-  cbind(if (is.null(rtcor)) object@scantime[sel$scanidx] else rtcor ,xcms:::colMax(object@env$profile[sel$massidx,sel$scanidx,drop=FALSE]))
-  #plotChrom(xcmsRaw(file), base=T)
+    object <- xcmsRaw(file)
+    sel <- profRange(object, ...)
+    cbind(if (is.null(rtcor)) object@scantime[sel$scanidx] else rtcor ,xcms:::colMax(object@env$profile[sel$massidx,sel$scanidx,drop=FALSE]))
+    #plotChrom(xcmsRaw(file), base=T)
 }
 
 #@author Y. Guitton
 getBPCs <- function (xcmsSet=NULL, pdfname="BPCs.pdf",rt=c("raw","corrected"), scanrange=NULL) {
-  cat("Creating BIC pdf...\n")
+    cat("Creating BIC pdf...\n")
 
-  if (is.null(xcmsSet)) {
-    cat("Enter an xcmsSet \n")
-    stop()
-  } else {
-    files <- filepaths(xcmsSet)
-  }
+    if (is.null(xcmsSet)) {
+        cat("Enter an xcmsSet \n")
+        stop()
+    } else {
+        files <- filepaths(xcmsSet)
+    }
 
-  class<-as.vector(levels(xcmsSet@phenoData[,1])) #sometime phenoData have more than 1 column use first as class
+    phenoDataClass<-as.vector(levels(xcmsSet@phenoData[,1])) #sometime phenoData have more than 1 column use first as class
 
-  classnames<-vector("list",length(class))
-  for (i in 1:length(class)){
-    classnames[[i]]<-which( xcmsSet@phenoData[,1]==class[i])
-  }
+    classnames<-vector("list",length(phenoDataClass))
+    for (i in 1:length(phenoDataClass)){
+        classnames[[i]]<-which( xcmsSet@phenoData[,1]==phenoDataClass[i])
+    }
 
-  N <- dim(phenoData(xcmsSet))[1]
+    N <- dim(phenoData(xcmsSet))[1]
 
-  TIC <- vector("list",N)
+    TIC <- vector("list",N)
 
 
-  for (j in 1:N) {
+    for (j in 1:N) {
 
-    TIC[[j]] <- getBPC(files[j])
-    #good for raw
-    # seems strange for corrected
-    #errors if scanrange used in xcmsSetgeneration
-    if (!is.null(xcmsSet) && rt == "corrected")
-    rtcor <- xcmsSet@rt$corrected[[j]] else
-    rtcor <- NULL
+        TIC[[j]] <- getBPC(files[j])
+        #good for raw
+        # seems strange for corrected
+        #errors if scanrange used in xcmsSetgeneration
+        if (!is.null(xcmsSet) && rt == "corrected")
+            rtcor <- xcmsSet@rt$corrected[[j]]
+        else
+            rtcor <- NULL
 
-    TIC[[j]] <- getBPC(files[j],rtcor=rtcor)
-    # TIC[[j]][,1]<-rtcor
-  }
+        TIC[[j]] <- getBPC(files[j],rtcor=rtcor)
+        # TIC[[j]][,1]<-rtcor
+    }
 
 
 
-  pdf(pdfname,w=16,h=10)
-  cols <- rainbow(N)
-  lty = 1:N
-  pch = 1:N
-  #search for max x and max y in BPCs
-  xlim = range(sapply(TIC, function(x) range(x[,1])))
-  ylim = range(sapply(TIC, function(x) range(x[,2])))
-  ylim = c(-ylim[2], ylim[2])
+    pdf(pdfname,w=16,h=10)
+    cols <- rainbow(N)
+    lty = 1:N
+    pch = 1:N
+    #search for max x and max y in BPCs
+    xlim = range(sapply(TIC, function(x) range(x[,1])))
+    ylim = range(sapply(TIC, function(x) range(x[,2])))
+    ylim = c(-ylim[2], ylim[2])
 
 
-  ##plot start
+    ##plot start
 
-  if (length(class)>2){
-    for (k in 1:(length(class)-1)){
-      for (l in (k+1):length(class)){
-        #print(paste(class[k],"vs",class[l],sep=" "))
-        plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Base Peak Chromatograms \n","BPCs_",class[k]," vs ",class[l], sep=""), xlab = "Retention Time (min)", ylab = "BPC")
+    if (length(phenoDataClass)>2){
+        for (k in 1:(length(phenoDataClass)-1)){
+            for (l in (k+1):length(phenoDataClass)){
+                #print(paste(phenoDataClass[k],"vs",phenoDataClass[l],sep=" "))
+                plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Base Peak Chromatograms \n","BPCs_",phenoDataClass[k]," vs ",phenoDataClass[l], sep=""), xlab = "Retention Time (min)", ylab = "BPC")
+                colvect<-NULL
+                for (j in 1:length(classnames[[k]])) {
+                    tic <- TIC[[classnames[[k]][j]]]
+                    # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
+                    points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
+                    colvect<-append(colvect,cols[classnames[[k]][j]])
+                }
+                for (j in 1:length(classnames[[l]])) {
+                    # i=class2names[j]
+                    tic <- TIC[[classnames[[l]][j]]]
+                    points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l")
+                    colvect<-append(colvect,cols[classnames[[l]][j]])
+                }
+                legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch)
+            }
+        }
+    }#end if length >2
+
+    if (length(phenoDataClass)==2){
+        k=1
+        l=2
         colvect<-NULL
+        plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Base Peak Chromatograms \n","BPCs_",phenoDataClass[k],"vs",phenoDataClass[l], sep=""), xlab = "Retention Time (min)", ylab = "BPC")
+
         for (j in 1:length(classnames[[k]])) {
-          tic <- TIC[[classnames[[k]][j]]]
-          # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
-          points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
-          colvect<-append(colvect,cols[classnames[[k]][j]])
+
+            tic <- TIC[[classnames[[k]][j]]]
+            # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
+            points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
+            colvect<-append(colvect,cols[classnames[[k]][j]])
         }
         for (j in 1:length(classnames[[l]])) {
-          # i=class2names[j]
-          tic <- TIC[[classnames[[l]][j]]]
-          points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l")
-          colvect<-append(colvect,cols[classnames[[l]][j]])
+            # i=class2names[j]
+            tic <- TIC[[classnames[[l]][j]]]
+            points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l")
+            colvect<-append(colvect,cols[classnames[[l]][j]])
         }
         legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch)
-      }
-    }
-  }#end if length >2
+
+    }#end length ==2
 
-  if (length(class)==2){
-    k=1
-    l=2
-    colvect<-NULL
-    plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Base Peak Chromatograms \n","BPCs_",class[k],"vs",class[l], sep=""), xlab = "Retention Time (min)", ylab = "BPC")
-
-    for (j in 1:length(classnames[[k]])) {
+    #case where only one class
+    if (length(phenoDataClass)==1){
+        k=1
+        ylim = range(sapply(TIC, function(x) range(x[,2])))
+        colvect<-NULL
+        plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Base Peak Chromatograms \n","BPCs_",phenoDataClass[k], sep=""), xlab = "Retention Time (min)", ylab = "BPC")
 
-      tic <- TIC[[classnames[[k]][j]]]
-      # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
-      points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
-      colvect<-append(colvect,cols[classnames[[k]][j]])
-    }
-    for (j in 1:length(classnames[[l]])) {
-      # i=class2names[j]
-      tic <- TIC[[classnames[[l]][j]]]
-      points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l")
-      colvect<-append(colvect,cols[classnames[[l]][j]])
-    }
-    legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch)
-
-  }#end length ==2
+        for (j in 1:length(classnames[[k]])) {
+            tic <- TIC[[classnames[[k]][j]]]
+            # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
+            points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
+            colvect<-append(colvect,cols[classnames[[k]][j]])
+        }
 
-  #case where only one class
-  if (length(class)==1){
-    k=1
-		ylim = range(sapply(TIC, function(x) range(x[,2])))
-    colvect<-NULL
-    plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Base Peak Chromatograms \n","BPCs_",class[k], sep=""), xlab = "Retention Time (min)", ylab = "BPC")
+        legend("topright",paste(basename(files[c(classnames[[k]])])), col = colvect, lty = lty, pch = pch)
+
+    }#end length ==1
 
-    for (j in 1:length(classnames[[k]])) {
-      tic <- TIC[[classnames[[k]][j]]]
-      # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
-      points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
-      colvect<-append(colvect,cols[classnames[[k]][j]])
-    }
+    dev.off() #pdf(pdfname,w=16,h=10)
 
-    legend("topright",paste(basename(files[c(classnames[[k]])])), col = colvect, lty = lty, pch = pch)
-
-  }#end length ==1
-
-  dev.off() #pdf(pdfname,w=16,h=10)
-
-  invisible(TIC)
+    invisible(TIC)
 }
 
 
 
 #@author Y. Guitton
 getTIC <- function(file,rtcor=NULL) {
-  object <- xcmsRaw(file)
-  cbind(if (is.null(rtcor)) object@scantime else rtcor, rawEIC(object,mzrange=range(object@env$mz))$intensity)
+    object <- xcmsRaw(file)
+    cbind(if (is.null(rtcor)) object@scantime else rtcor, rawEIC(object,mzrange=range(object@env$mz))$intensity)
 }
 
 ##
@@ -196,114 +193,112 @@
 ##
 #@author Y. Guitton
 getTICs <- function(xcmsSet=NULL,files=NULL, pdfname="TICs.pdf",rt=c("raw","corrected")) {
-  cat("Creating TIC pdf...\n")
+    cat("Creating TIC pdf...\n")
 
-  if (is.null(xcmsSet)) {
-    filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]", "[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
-    filepattern <- paste(paste("\\.", filepattern, "$", sep = ""), collapse = "|")
-    if (is.null(files))
-      files <- getwd()
-    info <- file.info(files)
-    listed <- list.files(files[info$isdir], pattern = filepattern, recursive = TRUE, full.names = TRUE)
-    files <- c(files[!info$isdir], listed)
-  } else {
-    files <- filepaths(xcmsSet)
-  }
-
-  class<-as.vector(levels(xcmsSet@phenoData[,1])) #sometime phenoData have more than 1 column use first as class
+    if (is.null(xcmsSet)) {
+        filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]", "[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
+        filepattern <- paste(paste("\\.", filepattern, "$", sep = ""), collapse = "|")
+        if (is.null(files))
+            files <- getwd()
+        info <- file.info(files)
+        listed <- list.files(files[info$isdir], pattern = filepattern, recursive = TRUE, full.names = TRUE)
+        files <- c(files[!info$isdir], listed)
+    } else {
+        files <- filepaths(xcmsSet)
+    }
 
-  classnames<-vector("list",length(class))
-  for (i in 1:length(class)){
-    classnames[[i]]<-which( xcmsSet@phenoData[,1]==class[i])
-  }
+    phenoDataClass<-as.vector(levels(xcmsSet@phenoData[,1])) #sometime phenoData have more than 1 column use first as class
+    classnames<-vector("list",length(phenoDataClass))
+    for (i in 1:length(phenoDataClass)){
+        classnames[[i]]<-which( xcmsSet@phenoData[,1]==phenoDataClass[i])
+    }
 
-  N <- length(files)
-  TIC <- vector("list",N)
+    N <- length(files)
+    TIC <- vector("list",N)
 
-  for (i in 1:N) {
-    if (!is.null(xcmsSet) && rt == "corrected")
-      rtcor <- xcmsSet@rt$corrected[[i]] else
-    rtcor <- NULL
-    TIC[[i]] <- getTIC(files[i],rtcor=rtcor)
-  }
+    for (i in 1:N) {
+        if (!is.null(xcmsSet) && rt == "corrected")
+            rtcor <- xcmsSet@rt$corrected[[i]] else
+        rtcor <- NULL
+        TIC[[i]] <- getTIC(files[i],rtcor=rtcor)
+    }
 
-  pdf(pdfname,w=16,h=10)
-  cols <- rainbow(N)
-  lty = 1:N
-  pch = 1:N
-  #search for max x and max y in TICs
-  xlim = range(sapply(TIC, function(x) range(x[,1])))
-  ylim = range(sapply(TIC, function(x) range(x[,2])))
-  ylim = c(-ylim[2], ylim[2])
+    pdf(pdfname,w=16,h=10)
+    cols <- rainbow(N)
+    lty = 1:N
+    pch = 1:N
+    #search for max x and max y in TICs
+    xlim = range(sapply(TIC, function(x) range(x[,1])))
+    ylim = range(sapply(TIC, function(x) range(x[,2])))
+    ylim = c(-ylim[2], ylim[2])
 
 
-  ##plot start
-  if (length(class)>2){
-    for (k in 1:(length(class)-1)){
-      for (l in (k+1):length(class)){
-        #print(paste(class[k],"vs",class[l],sep=" "))
-        plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Total Ion Chromatograms \n","TICs_",class[k]," vs ",class[l], sep=""), xlab = "Retention Time (min)", ylab = "TIC")
+    ##plot start
+    if (length(phenoDataClass)>2){
+        for (k in 1:(length(phenoDataClass)-1)){
+            for (l in (k+1):length(phenoDataClass)){
+                #print(paste(phenoDataClass[k],"vs",phenoDataClass[l],sep=" "))
+                plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Total Ion Chromatograms \n","TICs_",phenoDataClass[k]," vs ",phenoDataClass[l], sep=""), xlab = "Retention Time (min)", ylab = "TIC")
+                colvect<-NULL
+                for (j in 1:length(classnames[[k]])) {
+                    tic <- TIC[[classnames[[k]][j]]]
+                    # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
+                    points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
+                    colvect<-append(colvect,cols[classnames[[k]][j]])
+                }
+                for (j in 1:length(classnames[[l]])) {
+                    # i=class2names[j]
+                    tic <- TIC[[classnames[[l]][j]]]
+                    points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l")
+                    colvect<-append(colvect,cols[classnames[[l]][j]])
+                }
+                legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch)
+            }
+        }
+    }#end if length >2
+    if (length(phenoDataClass)==2){
+        k=1
+        l=2
+
+        plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Total Ion Chromatograms \n","TICs_",phenoDataClass[k],"vs",phenoDataClass[l], sep=""), xlab = "Retention Time (min)", ylab = "TIC")
         colvect<-NULL
         for (j in 1:length(classnames[[k]])) {
-
-          tic <- TIC[[classnames[[k]][j]]]
-          # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
-          points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
-          colvect<-append(colvect,cols[classnames[[k]][j]])
+            tic <- TIC[[classnames[[k]][j]]]
+            # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
+            points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
+            colvect<-append(colvect,cols[classnames[[k]][j]])
         }
         for (j in 1:length(classnames[[l]])) {
-          # i=class2names[j]
-          tic <- TIC[[classnames[[l]][j]]]
-          points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l")
-          colvect<-append(colvect,cols[classnames[[l]][j]])
+            # i=class2names[j]
+            tic <- TIC[[classnames[[l]][j]]]
+            points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l")
+            colvect<-append(colvect,cols[classnames[[l]][j]])
         }
         legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch)
-      }
-    }
-  }#end if length >2
-  if (length(class)==2){
-    k=1
-    l=2
+
+    }#end length ==2
 
-    plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Total Ion Chromatograms \n","TICs_",class[k],"vs",class[l], sep=""), xlab = "Retention Time (min)", ylab = "TIC")
-    colvect<-NULL
-    for (j in 1:length(classnames[[k]])) {
-      tic <- TIC[[classnames[[k]][j]]]
-      # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
-      points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
-      colvect<-append(colvect,cols[classnames[[k]][j]])
-    }
-    for (j in 1:length(classnames[[l]])) {
-      # i=class2names[j]
-      tic <- TIC[[classnames[[l]][j]]]
-      points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l")
-      colvect<-append(colvect,cols[classnames[[l]][j]])
-    }
-    legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch)
+    #case where only one class
+    if (length(phenoDataClass)==1){
+        k=1
+        ylim = range(sapply(TIC, function(x) range(x[,2])))
 
-  }#end length ==2
-
-  #case where only one class
-  if (length(class)==1){
-	  k=1
-	  ylim = range(sapply(TIC, function(x) range(x[,2])))
+        plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Total Ion Chromatograms \n","TICs_",phenoDataClass[k], sep=""), xlab = "Retention Time (min)", ylab = "TIC")
+        colvect<-NULL
+        for (j in 1:length(classnames[[k]])) {
+            tic <- TIC[[classnames[[k]][j]]]
+            # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
+            points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
+            colvect<-append(colvect,cols[classnames[[k]][j]])
+        }
 
-	  plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Total Ion Chromatograms \n","TICs_",class[k], sep=""), xlab = "Retention Time (min)", ylab = "TIC")
-    colvect<-NULL
-		for (j in 1:length(classnames[[k]])) {
-      tic <- TIC[[classnames[[k]][j]]]
-			# points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l")
-			points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l")
-      colvect<-append(colvect,cols[classnames[[k]][j]])
-	  }
+        legend("topright",paste(basename(files[c(classnames[[k]])])), col = colvect, lty = lty, pch = pch)
+
+    }#end length ==1
 
-		legend("topright",paste(basename(files[c(classnames[[k]])])), col = colvect, lty = lty, pch = pch)
-
-	}#end length ==1
+    dev.off() #pdf(pdfname,w=16,h=10)
 
-  dev.off() #pdf(pdfname,w=16,h=10)
-
-  invisible(TIC)
+    invisible(TIC)
 }
 
 
@@ -313,70 +308,70 @@
 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM
 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM
 getSampleMetadata <- function(xcmsSet=NULL, sampleMetadataOutput="sampleMetadata.tsv") {
-  cat("Creating the sampleMetadata file...\n")
-
-  #Create the sampleMetada dataframe
-  sampleMetadata=xset@phenoData
-  sampleNamesOrigin=rownames(sampleMetadata)
-  sampleNamesMakeNames=make.names(sampleNamesOrigin)
+    cat("Creating the sampleMetadata file...\n")
 
-  if (any(duplicated(sampleNamesMakeNames))) {
-    write("\n\nERROR: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names().\nIn your case, at least two columns after the renaming obtain the same name, thus XCMS will collapse those columns per name.", stderr())
-    for (sampleName in sampleNamesOrigin) {
-      write(paste(sampleName,"\t->\t",make.names(sampleName)),stderr())
-    }
-    stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.")
-  }
-
-  if (!all(sampleNamesOrigin == sampleNamesMakeNames)) {
-    cat("\n\nWARNING: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names()\nIn your case, one or more sample names will be renamed in the sampleMetadata and dataMatrix files:\n")
-    for (sampleName in sampleNamesOrigin) {
-      cat(paste(sampleName,"\t->\t",make.names(sampleName),"\n"))
-    }
-  }
-
-  sampleMetadata$sampleMetadata=sampleNamesMakeNames
-  sampleMetadata=cbind(sampleMetadata["sampleMetadata"],sampleMetadata["class"]) #Reorder columns
-  rownames(sampleMetadata)=NULL
+    #Create the sampleMetada dataframe
+    sampleMetadata=xset@phenoData
+    sampleNamesOrigin=rownames(sampleMetadata)
+    sampleNamesMakeNames=make.names(sampleNamesOrigin)
 
-  #Create a list of files name in the current directory
-  list_files=xset@filepaths
-  #For each sample file, the following actions are done
-  for (file in list_files){
-    #Check if the file is in the CDF format
-    if (!mzR:::netCDFIsFile(file)){
-
-      # If the column isn't exist, with add one filled with NA
-      if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity=NA
+    if (any(duplicated(sampleNamesMakeNames))) {
+        write("\n\nERROR: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names().\nIn your case, at least two columns after the renaming obtain the same name, thus XCMS will collapse those columns per name.", stderr())
+        for (sampleName in sampleNamesOrigin) {
+            write(paste(sampleName,"\t->\t",make.names(sampleName)),stderr())
+        }
+        stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.")
+    }
 
-      #Create a simple xcmsRaw object for each sample
-      xcmsRaw=xcmsRaw(file)
-      #Extract the polarity (a list of polarities)
-      polarity=xcmsRaw@polarity
-      #Verify if all the scans have the same polarity
-      uniq_list=unique(polarity)
-      if (length(uniq_list)>1){
-        polarity="mixed"
-      } else {
-        polarity=as.character(uniq_list)
-      }
-      #Transforms the character to obtain only the sample name
-      filename=basename(file)
-      library(tools)
-      samplename=file_path_sans_ext(filename)
-
-      #Set the polarity attribute
-      sampleMetadata$polarity[sampleMetadata$sampleMetadata==samplename]=polarity
-
-      #Delete xcmsRaw object because it creates a bug for the fillpeaks step
-      rm(xcmsRaw)
+    if (!all(sampleNamesOrigin == sampleNamesMakeNames)) {
+        cat("\n\nWARNING: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names()\nIn your case, one or more sample names will be renamed in the sampleMetadata and dataMatrix files:\n")
+        for (sampleName in sampleNamesOrigin) {
+            cat(paste(sampleName,"\t->\t",make.names(sampleName),"\n"))
+        }
     }
 
-  }
+    sampleMetadata$sampleMetadata=sampleNamesMakeNames
+    sampleMetadata=cbind(sampleMetadata["sampleMetadata"],sampleMetadata["class"]) #Reorder columns
+    rownames(sampleMetadata)=NULL
+
+    #Create a list of files name in the current directory
+    list_files=xset@filepaths
+    #For each sample file, the following actions are done
+    for (file in list_files){
+        #Check if the file is in the CDF format
+        if (!mzR:::netCDFIsFile(file)){
+
+            # If the column isn't exist, with add one filled with NA
+            if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity=NA
 
-  write.table(sampleMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=sampleMetadataOutput)
+            #Create a simple xcmsRaw object for each sample
+            xcmsRaw=xcmsRaw(file)
+            #Extract the polarity (a list of polarities)
+            polarity=xcmsRaw@polarity
+            #Verify if all the scans have the same polarity
+            uniq_list=unique(polarity)
+            if (length(uniq_list)>1){
+                polarity="mixed"
+            } else {
+                polarity=as.character(uniq_list)
+            }
+            #Transforms the character to obtain only the sample name
+            filename=basename(file)
+            library(tools)
+            samplename=file_path_sans_ext(filename)
 
-  return(list("sampleNamesOrigin"=sampleNamesOrigin,"sampleNamesMakeNames"=sampleNamesMakeNames))
+            #Set the polarity attribute
+            sampleMetadata$polarity[sampleMetadata$sampleMetadata==samplename]=polarity
+
+            #Delete xcmsRaw object because it creates a bug for the fillpeaks step
+            rm(xcmsRaw)
+        }
+
+    }
+
+    write.table(sampleMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=sampleMetadataOutput)
+
+    return(list("sampleNamesOrigin"=sampleNamesOrigin,"sampleNamesMakeNames"=sampleNamesMakeNames))
 
 }
 
@@ -386,29 +381,28 @@
 ##
 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM
 checkFilesCompatibilityWithXcms <- function(directory) {
-  cat("Checking files filenames compatibilities with xmcs...\n")
-  # WHAT XCMS WILL FIND
-  filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
-  filepattern <- paste(paste("\\.", filepattern, "$", sep = ""),collapse = "|")
-  info <- file.info(directory)
-  listed <- list.files(directory[info$isdir], pattern = filepattern,recursive = TRUE, full.names = TRUE)
-  files <- c(directory[!info$isdir], listed)
-  files_abs <- file.path(getwd(), files)
-  exists <- file.exists(files_abs)
-  files[exists] <- files_abs[exists]
-  files[exists] <- sub("//","/",files[exists])
+    cat("Checking files filenames compatibilities with xmcs...\n")
+    # WHAT XCMS WILL FIND
+    filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
+    filepattern <- paste(paste("\\.", filepattern, "$", sep = ""),collapse = "|")
+    info <- file.info(directory)
+    listed <- list.files(directory[info$isdir], pattern = filepattern,recursive = TRUE, full.names = TRUE)
+    files <- c(directory[!info$isdir], listed)
+    files_abs <- file.path(getwd(), files)
+    exists <- file.exists(files_abs)
+    files[exists] <- files_abs[exists]
+    files[exists] <- sub("//","/",files[exists])
 
-  # WHAT IS ON THE FILESYSTEM
-  filesystem_filepaths=system(paste("find $PWD/",directory," -not -name '\\.*' -not -path '*conda-env*' -type f -name \"*\"", sep=""), intern=T)
-  filesystem_filepaths=filesystem_filepaths[grep(filepattern, filesystem_filepaths, perl=T)]
+    # WHAT IS ON THE FILESYSTEM
+    filesystem_filepaths=system(paste("find $PWD/",directory," -not -name '\\.*' -not -path '*conda-env*' -type f -name \"*\"", sep=""), intern=T)
+    filesystem_filepaths=filesystem_filepaths[grep(filepattern, filesystem_filepaths, perl=T)]
 
-  # COMPARISON
-  if (!is.na(table(filesystem_filepaths %in% files)["FALSE"])) {
-    write("\n\nERROR: List of the files which will not be imported by xcmsSet",stderr())
-    write(filesystem_filepaths[!(filesystem_filepaths %in% files)],stderr())
-    stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.")
-
-  }
+    # COMPARISON
+    if (!is.na(table(filesystem_filepaths %in% files)["FALSE"])) {
+        write("\n\nERROR: List of the files which will not be imported by xcmsSet",stderr())
+        write(filesystem_filepaths[!(filesystem_filepaths %in% files)],stderr())
+        stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.")
+    }
 }
 
 
@@ -418,17 +412,17 @@
 ##
 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM
 checkXmlStructure <- function (directory) {
-  cat("Checking XML structure...\n")
+    cat("Checking XML structure...\n")
 
-  cmd=paste("IFS=$'\n'; for xml in $(find",directory,"-not -name '\\.*' -not -path '*conda-env*' -type f -iname '*.*ml*'); do if [ $(xmllint --nonet --noout \"$xml\" 2> /dev/null; echo $?) -gt 0 ]; then echo $xml;fi; done;")
-  capture=system(cmd,intern=TRUE)
+    cmd=paste("IFS=$'\n'; for xml in $(find",directory,"-not -name '\\.*' -not -path '*conda-env*' -type f -iname '*.*ml*'); do if [ $(xmllint --nonet --noout \"$xml\" 2> /dev/null; echo $?) -gt 0 ]; then echo $xml;fi; done;")
+    capture=system(cmd,intern=TRUE)
 
-  if (length(capture)>0){
-    #message=paste("The following mzXML or mzML file is incorrect, please check these files first:",capture)
-    write("\n\nERROR: The following mzXML or mzML file(s) are incorrect, please check these files first:", stderr())
-    write(capture, stderr())
-    stop("ERROR: xcmsSet cannot continue with incorrect mzXML or mzML files")
-  }
+    if (length(capture)>0){
+        #message=paste("The following mzXML or mzML file is incorrect, please check these files first:",capture)
+        write("\n\nERROR: The following mzXML or mzML file(s) are incorrect, please check these files first:", stderr())
+        write(capture, stderr())
+        stop("ERROR: xcmsSet cannot continue with incorrect mzXML or mzML files")
+    }
 
 }
 
@@ -438,23 +432,23 @@
 ##
 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM
 deleteXmlBadCharacters<- function (directory) {
-  cat("Checking Non ASCII characters in the XML...\n")
+    cat("Checking Non ASCII characters in the XML...\n")
 
-  processed=F
-  l=system( paste("find",directory, "-not -name '\\.*' -not -path '*conda-env*' -type f -iname '*.*ml*'"),intern=TRUE)
-  for (i in l){
-    cmd=paste("LC_ALL=C grep '[^ -~]' \"",i,"\"",sep="")
-    capture=suppressWarnings(system(cmd,intern=TRUE))
-    if (length(capture)>0){
-      cmd=paste("perl -i -pe 's/[^[:ascii:]]//g;'",i)
-      print( paste("WARNING: Non ASCII characters have been removed from the ",i,"file") )
-      c=system(cmd,intern=TRUE)
-      capture=""
-      processed=T
+    processed=F
+    l=system( paste("find",directory, "-not -name '\\.*' -not -path '*conda-env*' -type f -iname '*.*ml*'"),intern=TRUE)
+    for (i in l){
+        cmd=paste("LC_ALL=C grep '[^ -~]' \"",i,"\"",sep="")
+        capture=suppressWarnings(system(cmd,intern=TRUE))
+        if (length(capture)>0){
+            cmd=paste("perl -i -pe 's/[^[:ascii:]]//g;'",i)
+            print( paste("WARNING: Non ASCII characters have been removed from the ",i,"file") )
+            c=system(cmd,intern=TRUE)
+            capture=""
+            processed=T
+        }
     }
-  }
-  if (processed) cat("\n\n")
-  return(processed)
+    if (processed) cat("\n\n")
+    return(processed)
 }
 
 
@@ -463,19 +457,99 @@
 ##
 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
 getMd5sum <- function (directory) {
-  cat("Compute md5 checksum...\n")
-  # WHAT XCMS WILL FIND
-  filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
-  filepattern <- paste(paste("\\.", filepattern, "$", sep = ""),collapse = "|")
-  info <- file.info(directory)
-  listed <- list.files(directory[info$isdir], pattern = filepattern,recursive = TRUE, full.names = TRUE)
-  files <- c(directory[!info$isdir], listed)
-  exists <- file.exists(files)
-  files <- files[exists]
+    cat("Compute md5 checksum...\n")
+    # WHAT XCMS WILL FIND
+    filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
+    filepattern <- paste(paste("\\.", filepattern, "$", sep = ""),collapse = "|")
+    info <- file.info(directory)
+    listed <- list.files(directory[info$isdir], pattern = filepattern,recursive = TRUE, full.names = TRUE)
+    files <- c(directory[!info$isdir], listed)
+    exists <- file.exists(files)
+    files <- files[exists]
+
+    library(tools)
+
+    #cat("\n\n")
+
+    return(as.matrix(md5sum(files)))
+}
+
+
+# This function get the raw file path from the arguments
+getRawfilePathFromArguments <- function(singlefile, zipfile, listArguments) {    
+    if (!is.null(listArguments[["zipfile"]]))           zipfile = listArguments[["zipfile"]]
+    if (!is.null(listArguments[["zipfilePositive"]]))   zipfile = listArguments[["zipfilePositive"]]
+    if (!is.null(listArguments[["zipfileNegative"]]))   zipfile = listArguments[["zipfileNegative"]]
+
+    if (!is.null(listArguments[["singlefile_galaxyPath"]])) {
+        singlefile_galaxyPaths = listArguments[["singlefile_galaxyPath"]];
+        singlefile_sampleNames = listArguments[["singlefile_sampleName"]]
+    }
+    if (!is.null(listArguments[["singlefile_galaxyPathPositive"]])) {
+        singlefile_galaxyPaths = listArguments[["singlefile_galaxyPathPositive"]];
+        singlefile_sampleNames = listArguments[["singlefile_sampleNamePositive"]]
+    }
+    if (!is.null(listArguments[["singlefile_galaxyPathNegative"]])) {
+        singlefile_galaxyPaths = listArguments[["singlefile_galaxyPathNegative"]];
+        singlefile_sampleNames = listArguments[["singlefile_sampleNameNegative"]]
+    }
+    if (exists("singlefile_galaxyPaths")){
+        singlefile_galaxyPaths = unlist(strsplit(singlefile_galaxyPaths,","))
+        singlefile_sampleNames = unlist(strsplit(singlefile_sampleNames,","))
 
-  library(tools)
+        singlefile=NULL
+        for (singlefile_galaxyPath_i in seq(1:length(singlefile_galaxyPaths))) {
+            singlefile_galaxyPath=singlefile_galaxyPaths[singlefile_galaxyPath_i]
+            singlefile_sampleName=singlefile_sampleNames[singlefile_galaxyPath_i]
+            singlefile[[singlefile_sampleName]] = singlefile_galaxyPath
+        }
+    }
+    for (argument in c("zipfile","zipfilePositive","zipfileNegative","singlefile_galaxyPath","singlefile_sampleName","singlefile_galaxyPathPositive","singlefile_sampleNamePositive","singlefile_galaxyPathNegative","singlefile_sampleNameNegative")) {
+        listArguments[[argument]]=NULL
+    }
+    return(list(zipfile=zipfile, singlefile=singlefile, listArguments=listArguments))
+}
+
+
+# This function retrieve the raw file in the working directory
+#   - if zipfile: unzip the file with its directory tree
+#   - if singlefiles: set symlink with the good filename
+retrieveRawfileInTheWorkingDirectory <- function(singlefile, zipfile) {
+    if(!is.null(singlefile) && (length("singlefile")>0)) {
+        for (singlefile_sampleName in names(singlefile)) {
+            singlefile_galaxyPath = singlefile[[singlefile_sampleName]]
+            if(!file.exists(singlefile_galaxyPath)){
+                error_message=paste("Cannot access the sample:",singlefile_sampleName,"located:",singlefile_galaxyPath,". Please, contact your administrator ... if you have one!")
+                print(error_message); stop(error_message)
+            }
 
-  #cat("\n\n")
+            file.symlink(singlefile_galaxyPath,singlefile_sampleName)
+        }
+        directory = "."
+
+    }
+    if(!is.null(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)
+        }
+
+        #list all file in the zip file
+        #zip_files=unzip(zipfile,list=T)[,"Name"]
 
-  return(as.matrix(md5sum(files)))
+        #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")
+
+    }
+    return (directory)
 }
--- a/macros.xml	Tue Feb 07 04:05:02 2017 -0500
+++ b/macros.xml	Fri Apr 07 07:37:05 2017 -0400
@@ -7,6 +7,11 @@
             <requirement type="package" version="1.1_4">r-batch</requirement>
         </requirements>
     </xml>
+    <xml name="requirements_light">
+        <requirements>
+            <requirement type="package" version="1.46.0">bioconductor-xcms</requirement>
+        </requirements>
+    </xml>
     <xml name="stdio">
         <stdio>
             <exit_code range="1" level="fatal" />
@@ -20,41 +25,101 @@
     <token name="@COMMAND_LOG_EXIT@">
         ;
         return=\$?;
-        mv log.txt $log;
-        cat $log;
+        mv log.txt '$log';
+        cat '$log';
         sh -c "exit \$return"
     </token>
 
     <!-- zipfile load for planemo test -->
 
-    <token name="@COMMAND_ZIPFILE_LOAD@">
-        #if $zipfile_load_conditional.zipfile_load_select == "yes":
-            #if $zipfile_load_conditional.zip_file:
-                zipfile $zipfile_load_conditional.zip_file
+    <token name="@COMMAND_FILE_LOAD@">
+        #if $file_load_section.file_load_conditional.file_load_select == "yes":
+            #if $file_load_section.file_load_conditional.input[0].is_of_type("mzxml") or $file_load_section.file_load_conditional.input[0].is_of_type("mzml") or $file_load_section.file_load_conditional.input[0].is_of_type("mzdata") or $file_load_section.file_load_conditional.input[0].is_of_type("netcdf"):
+                #set singlefile_galaxyPath = ','.join( [ str( $single_file ) for $single_file in $file_load_section.file_load_conditional.input ] )
+                #set singlefile_sampleName = ','.join( [ str( $single_file.name ) for $single_file in $file_load_section.file_load_conditional.input ] )
+
+                singlefile_galaxyPath '$singlefile_galaxyPath' singlefile_sampleName '$singlefile_sampleName'
+            #else
+                zipfile '$file_load_section.file_load_conditional.input'
             #end if
         #end if
     </token>
 
-    <xml name="zipfile_load">
-        <conditional name="zipfile_load_conditional">
-            <param name="zipfile_load_select" type="select" label="Resubmit your zip file" help="Use only if you get a message which say that your original zip file have been deleted on the server." >
-                <option value="no" >no need</option>
-                <option value="yes">yes</option>
-            </param>
-            <when value="no">
+    <xml name="input_file_load">
+        <section name="file_load_section" title="Resubmit your raw dataset or your zip file">
+            <conditional name="file_load_conditional">
+                <param name="file_load_select" type="select" label="Resubmit your dataset or your zip file" help="Use only if you get a message which say that your original dataset or zip file have been deleted on the server." >
+                    <option value="no" >no need</option>
+                    <option value="yes" >yes</option>
+                </param>
+                <when value="no">
+                </when>
+                <when value="yes">
+                    <param name="input" type="data" format="mzxml,mzml,mzdata,netcdf,no_unzip.zip,zip" multiple="true" label="File(s) from your history containing your chromatograms" help="Single file mode for the format: mzxml, mzml, mzdata and netcdf. Zip file mode for the format: no_unzip.zip, zip. See the help section below." />
+                </when>
+            </conditional>
+        </section>
+    </xml>
+
+    <xml name="test_file_load_zip">
+        <section name="file_load_section">
+            <conditional name="file_load_conditional">
+                <param name="file_load_select" value="yes" />
+                <param name="input" value="faahKO_reduce.zip" ftype="zip" />
+            </conditional>
+        </section>
+    </xml>
+
+    <xml name="test_file_load_single">
+        <section name="file_load_section">
+            <conditional name="file_load_conditional">
+                <param name="file_load_select" value="yes" />
+                <param name="input" value="wt15.CDF,ko16.CDF,ko15.CDF,wt16.CDF" ftype="netcdf" />
+            </conditional>
+        </section>
+    </xml>
+
+    <token name="@COMMAND_PEAKLIST@">
+        #if $peaklist.peaklistBool
+            variableMetadataOutput '$variableMetadata'
+            dataMatrixOutput '$dataMatrix'
+            convertRTMinute $peaklist.convertRTMinute
+            numDigitsMZ $peaklist.numDigitsMZ
+            numDigitsRT $peaklist.numDigitsRT
+            intval $peaklist.intval
+        #end if
+    </token>
+
+    <xml name="input_peaklist">
+        <conditional name="peaklist">
+            <param name="peaklistBool" type="boolean" label="Get a Peak List" />
+            <when value="true">
+              <param name="convertRTMinute" type="boolean" checked="false" truevalue="TRUE" falsevalue="FALSE" label="Convert retention time (seconds) into minutes" help="Convert the columns rtmed, rtmin and rtmax into minutes"/>
+              <param name="numDigitsMZ" type="integer" value="4" label="Number of decimal places for mass values reported in ions' identifiers." help="A minimum of 4 decimal places is recommended. Useful to avoid duplicates within identifiers" />
+              <param name="numDigitsRT" type="integer" value="0" label="Number of decimal places for retention time values reported in ions' identifiers." help="Useful to avoid duplicates within identifiers" />
+              <param name="intval" type="select" label="Reported intensity values" help="[intval] See the help section below">
+                  <option value="into" selected="true">into</option>
+                  <option value="maxo">maxo</option>
+                  <option value="intb">intb</option>
+              </param>
             </when>
-            <when value="yes">
-                <param name="zip_file" type="data" format="no_unzip.zip,zip" label="Zip file" />
-            </when>
+            <when value="false" />
         </conditional>
     </xml>
 
-
+    <xml name="output_peaklist"  token_function="">
+        <data name="variableMetadata" format="tabular" label="${image.name[:-6]}.@FUNCTION@.variableMetadata.tsv">
+            <filter>(peaklist['peaklistBool'])</filter>
+        </data>
+        <data name="dataMatrix" format="tabular" label="${image.name[:-6]}.@FUNCTION@.dataMatrix.tsv" >
+            <filter>(peaklist['peaklistBool'])</filter>
+        </data>
+    </xml>
 
     <token name="@HELP_AUTHORS@">
 .. 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 
+**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
 
--- a/planemo_test.sh	Tue Feb 07 04:05:02 2017 -0500
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,26 +0,0 @@
-# Example of planemo command to launch test
-
-
-# -- 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-xcms/1.44.0/lecorguille/package_bioconductor_xcms_1_44_0/0c38f7d43e08/env.sh
-planemo test --install_galaxy
-
-#All 1 test(s) executed passed.
-#abims_xcms_fillPeaks[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
-
-#All 1 test(s) executed passed.
-#abims_xcms_fillPeaks[0]: passed
-
-
-# -- Use of shed_test
-planemo shed_test --install_galaxy --galaxy_branch "dev" -t testtoolshed
-#All 1 test(s) executed passed.
-#testtoolshed.g2.bx.psu.edu/repos/lecorguille/xcms_fillpeaks/abims_xcms_fillPeaks/2.0.6[0]: passed
Binary file static/images/xcms_fillpeaks_workflow.png has changed
Binary file test-data/faahKO-single.xset.merged.group.retcor.group.RData has changed
--- a/test-data/faahKO.xset.group.retcor.group.fillPeaks.dataMatrix.tsv	Tue Feb 07 04:05:02 2017 -0500
+++ b/test-data/faahKO.xset.group.retcor.group.fillPeaks.dataMatrix.tsv	Fri Apr 07 07:37:05 2017 -0400
@@ -1,8158 +1,8158 @@
-	ko15	ko16	wt15	wt16
-M200.1T2873.7	76871.5724822568	506848.884266667	54795.557051693	70712.7019597617
-M200.2T3876.7	1144.01499999999	508.190132093174	167.153311923928	0
-M200.2T3676.2	0	0	5108.15999999988	3298.99587926868
-M200.2T3485.7	6029.94499999992	0	0	0
-M200.2T3529.2	0	0	4586.52650000006	0
-M200.2T3184.4	0	4333.4849999999	0	0
-M200.3T3816.6	0	0	1018.81499999998	0
-M200.3T3977.6	0	0	0	1242.61000000004
-M200.8T3543.6	0	2863.6449999999	0	0
-M200.8T4062.6	0	0	1339.64000000005	212.633272048894
-M200.8T3783.3	0	0	1680.81000000006	0
-M200.9T3273.9	0	1428.56579382624	4090.91000000014	2632.56262635375
-M200.9T2555.9	0	14307.2299999999	0	0
-M200.9T3625.9	0	1129.74329389996	846.832572052814	2931.24499999993
-M201.1T3138.4	23998.304598303	254581.758476187	61872.928839246	23938.5867670927
-M201.2T3509.4	4023.61499999999	716.684794188254	0	0
-M201.2T4065.7	354.759136757153	120.799333675191	1275.47500000004	217.235067034405
-M201.2T3687.2	0	0	2906.20499999993	0
-M201.2T3997.9	0	0	1657.33500000006	0
-M201.2T3798.7	0	0	628.988532860297	3245.80999999992
-M201.3T3936.4	0	0	1284.72816666668	0
-M201.3T4036.9	0	0	0	1220.69999999998
-M201.3T4155.1	0	774.575999999962	0	0
-M201.3T3882.6	0	1220.70000000004	596.06839236263	0
-M201.7T3854.6	892.050000000031	0	0	0
-M201.7T4020	0	0	831.015000000029	0
-M201.8T3300.5	2759.095	0	203.041783144463	0
-M201.8T4068.9	515.477113310478	0	754.233600000007	0
-M201.8T3280.2	0	3872.96250000005	0	0
-M201.8T3321	3588.54500000001	0	2184.14587440592	680.752724149015
-M201.8T3170.8	7682.58500000004	0	0	0
-M201.8T3762.7	0	0	1151.71733333335	0
-M201.8T3377.2	9879.84499999977	0	0	0
-M201.9T3268.7	77227.3769090911	4845.50686607645	43819.3479046752	9586.93001142395
-M201.9T4140.9	0	0	0	732.419999999983
-M201.9T4032.8	0	688.600000000024	0	0
-M201.9T3895.1	248.545776466807	841.96999999998	0	3098.52044641804
-M201.9T4009.2	1147.18712241809	1629.165	764.696680521557	472.632308163321
-M201.9T3186	10430.8884626037	3806.07999999999	1823.13851904744	2108.81069363708
-M202T2899.5	36435.3079999996	5925.29111289948	18920.5714858276	5543.76952406103
-M202T3942.7	0	0	1461.71	131.70361488243
-M202.2T3292.2	0	0	0	3372.57500000002
-M202.6T4038.5	0	0	0	978.124999999977
-M202.8T3316.9	0	0	0	1136.19000000004
-M202.9T3305.5	431.124790089052	1694.89499999996	0	2048.62135448795
-M203.1T3979	527.419034783012	0	2796.65500000002	2329.6554046415
-M203.2T4141	0	1020.37999999998	124.572393433318	691.733108650811
-M203.2T3348	0	2974.74816666671	0	0
-M203.2T3327.3	3852.53759999981	0	0	0
-M203.2T2679.2	0	0	0	6346.07499999991
-M203.2T4178.6	257.608663224945	804.409999999981	0	750.373044499613
-M203.2T3790.1	0	2690.23500000009	374.050323368023	795.962510881292
-M203.2T3722.2	639.681095784589	0	0	3345.96999999992
-M203.3T4057.1	0	0	832.191847925998	1550.91499999999
-M203.7T3522.9	0	110.759221778917	967.169999999987	0
-M203.8T3060.6	3905.96266666662	0	0	0
-M203.8T4128.5	0	0	0	793.455000000074
-M203.8T3665.2	3002.85120000003	0	401.30435850189	0
-M203.8T4022.7	1111.14999999999	1447.15657402239	0	109.024210593649
-M204.1T4142.4	0	0	0	1089.24000000004
-M204.1T3843.4	0	419.889287204237	1676.11500000006	1632.68532194826
-M204.2T3397.1	964.058693506483	162.861069898986	691.3363891851	1586.91
-M204.2T2627.4	0	0	3518.12000000012	0
-M204.3T4075.1	0	1062.63500000004	0	0
-M204.4T3703.4	0	0	0	1446.05999999997
-M204.4T3596.6	405.142351380973	0	0	1032.90000000004
-M204.8T3573.8	1707.7862088125	0	0	2466.43999999994
-M204.9T2585.8	0	0	2287.73759999989	9189.67999999988
-M205T2787.2	1924712.01585714	1757150.9648	2129885.09357143	1634341.9855862
-M205.1T4040.1	2600.69759999987	0	0	0
-M205.2T3782.1	2777.8750000001	0	5180.14999999997	0
-M205.2T3916.9	0	3392.55866666671	285.445337336418	910.731294074392
-M205.2T3761.1	0	0	2425.44000000002	0
-M205.3T4064.1	0	0	1198.79000000004	0
-M205.7T4079.9	0	575.630156425085	793.454999999982	0
-M205.8T3292.2	0	0	0	1023.50999999998
-M205.8T3088	0	0	0	4682.47999999989
-M205.8T3349.8	226.392005428193	0	641.649999999985	0
-M205.9T4104.8	1685.41525000004	1169.58129372772	874.647416671435	271.335617444158
-M205.9T3192	1563.6763381678	10174.0649999999	0	438.085464589443
-M206T2785.9	213659.293920001	283980.633536123	253825.557279999	241844.442068965
-M206T3443.7	1711.85904903243	5245.74642732371	4162.05892651987	3090.62812500006
-M206.2T3695.6	0	753.517670393601	0	1953.12000000007
-M206.2T4049.3	522.143972374199	0	0	1505.46128571426
-M206.2T2541.3	0	0	9324.27000000002	0
-M206.2T3670.4	0	750.697408275088	570.325540201242	2237.94999999995
-M206.2T3238.4	1713.67500000006	0	552.049828781539	0
-M206.2T3762.8	500.927664973075	600.148815634935	0	2529.03999999997
-M206.2T3428.1	0	0	0	2558.77500000009
-M206.2T3186.4	1931.20999999997	844.700711463217	0	0
-M206.2T3557.4	0	1532.40248114117	3048.62	0
-M206.2T3259.1	0	0	0	3137.82499999993
-M206.2T3354	0	921.11601241728	571.233920933032	1536.82999999996
-M206.3T3371	0	0	0	2723.09999999996
-M206.3T3773.7	123.887528305612	0	0	3962.32680000009
-M206.4T3296.8	0	0	0	3643.31999999999
-M206.8T3580.2	0	0	0	6897.63840000006
-M206.9T2861.2	0	12172.5700000004	2174.17695590064	0
-M206.9T3767.5	0	0	0	4175.41999999994
-M206.9T3133.7	0	9225.67499999978	4453.88730597368	0
-M206.9T3175.3	4658.56652083609	6866.59314285725	0	4116.95949410038
-M207.1T2716.8	345233.485321295	451863.663	364609.769939392	360908.933642857
-M207.2T4097.2	0	0	2114.31500000007	858.946662170224
-M207.2T3437	0	5000.17500000017	0	0
-M207.2T2903.1	0	4415.60771239689	0	8494.8200000003
-M207.2T3798.1	10555.4061538462	0	1072.49324453621	0
-M207.2T3667.2	0	0	0	8972.14499999979
-M207.2T3607.6	5669.9950000002	0	0	0
-M207.8T4117.5	0	769.979999999982	0	0
-M207.8T3291.3	0	3746.60999999993	0	0
-M207.8T3314.9	0	0	1258.25999999998	0
-M207.9T2872.9	2835.77999999993	1189.07385460488	0	0
-M207.9T4077.3	203.131287894735	0	485.371423367631	1125.1551111111
-M207.9T3273.5	4540.06500000016	1133.204370477	1952.74542311522	0
-M207.9T3036.2	0	5546.35999999993	768.280676833108	1175.60667630378
-M208.2T2968.7	0	0	4039.26499999995	0
-M208.2T3110.1	1407.06234772307	3420.65280000003	0	0
-M208.8T3759.8	0	1698.02500000006	0	0
-M208.8T4028.1	0	1087.67500000004	778.792722712378	0
-M208.9T3015.3	5637.12999999987	1800.71684727263	9083.26000000032	0
-M208.9T2664.8	0	0	0	7860.99500000027
-M208.9T2585.6	0	18319.89	0	0
-M208.9T2602.3	0	0	24254.3700000002	2026.54550000004
-M208.9T2992.5	0	0	5201.39519999974	0
-M208.9T3066.8	9503.37742857158	5041.75192448028	0	1084.87613605107
-M208.9T3866.9	0	2158.13499999995	935.034516892141	0
-M208.9T3635.8	5375.08800000005	0	0	0
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--- a/test-data/faahKO.xset.group.retcor.group.fillPeaks.variableMetadata.tsv	Tue Feb 07 04:05:02 2017 -0500
+++ b/test-data/faahKO.xset.group.retcor.group.fillPeaks.variableMetadata.tsv	Fri Apr 07 07:37:05 2017 -0400
@@ -1,8158 +1,8158 @@
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-M201.3T3936.4	201.300003051758	201.300003051758	201.300003051758	3936.43507866832	3936.43507866832	3936.43507866832	1	0	1
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-M201.8T3280.2	201.800003051758	201.800003051758	201.800003051758	3280.17819851714	3280.17819851714	3280.17819851714	1	1	0
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-M420.3T2709.7	420.300018310547	420.300018310547	420.300018310547	2709.68381781752	2709.68381781752	2709.68381781752	1	0	1
-M420.3T2739.6	420.300018310547	420.300018310547	420.300018310547	2739.56197376761	2739.56197376761	2739.56197376761	1	1	0
-M420.3T4203.8	420.300018310547	420.300018310547	420.300018310547	4203.83094854974	4203.83094854974	4203.83094854974	1	1	0
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-M420.4T3545.4	420.399993896484	420.399993896484	420.399993896484	3545.42684473664	3545.42684473664	3545.42684473664	1	0	1
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-M421.3T2713.5	421.300018310547	421.300018310547	421.300018310547	2713.53380950427	2713.53380950427	2713.53380950427	1	0	1
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-M421.3T4049.6	421.300018310547	421.300018310547	421.300018310547	4049.61097536975	4049.61097536975	4049.61097536975	1	1	0
-M421.3T3378.7	421.300018310547	421.300018310547	421.300018310547	3378.68960817281	3378.68960817281	3378.68960817281	1	1	0
-M421.3T4181.7	421.300018310547	421.300018310547	421.300018310547	4181.68550617079	4181.68550617079	4181.68550617079	1	1	0
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-M422.2T3755	422.200012207031	422.200012207031	422.200012207031	3754.99866028928	3754.99866028928	3754.99866028928	1	1	0
-M422.3T3623.9	422.300018310547	422.300018310547	422.300018310547	3623.88735388893	3619.79272593751	3627.98198184035	2	2	0
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-M426.4T4146.1	426.399993896484	426.399993896484	426.399993896484	4146.10802128113	4146.10802128113	4146.10802128113	1	0	1
-M426.5T4389.4	426.5	426.5	426.5	4389.36415089905	4389.36415089905	4389.36415089905	1	0	1
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-M426.8T2735.9	426.800018310547	426.800018310547	426.800018310547	2735.86690351336	2735.86690351336	2735.86690351336	1	0	1
-M426.9T2583.5	426.899993896484	426.899993896484	426.899993896484	2583.50608488001	2583.50608488001	2583.50608488001	1	0	1
-M426.9T4215.1	426.899993896484	426.899993896484	426.899993896484	4215.14822956106	4215.14822956106	4215.14822956106	1	0	1
-M427T2869	427	427	427	2868.96622900969	2868.96622900969	2868.96622900969	1	1	0
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-M427.1T3673.5	427.100006103516	427.100006103516	427.100006103516	3673.5402322499	3673.5402322499	3673.5402322499	1	0	1
-M427.1T2642.5	427.100006103516	427.100006103516	427.100006103516	2642.46037753233	2642.46037753233	2642.46037753233	1	0	1
-M427.2T3748.8	427.200012207031	427.200012207031	427.200012207031	3748.75724616318	3748.75724616318	3748.75724616318	1	0	1
-M427.2T3866.9	427.200012207031	427.200012207031	427.200012207031	3866.89893599656	3866.89893599656	3866.89893599656	1	1	0
-M427.3T3292.2	427.300018310547	427.300018310547	427.300018310547	3292.19880652399	3292.19880652399	3292.19880652399	1	0	1
-M427.3T4311.9	427.300018310547	427.300018310547	427.300018310547	4311.90222276304	4311.90222276304	4311.90222276304	1	1	0
-M427.3T2543.7	427.300018310547	427.300018310547	427.300018310547	2543.67828676082	2543.67828676082	2543.67828676082	1	1	0
-M427.3T4190.4	427.300018310547	427.300018310547	427.300018310547	4190.4073075892	4190.4073075892	4190.4073075892	1	0	1
-M427.4T2535.7	427.399993896484	427.399993896484	427.399993896484	2535.707668269	2535.707668269	2535.707668269	1	0	1
-M427.4T4010.4	427.399993896484	427.399993896484	427.399993896484	4010.43775329514	4010.43775329514	4010.43775329514	1	0	1
-M427.4T3622.7	427.399993896484	427.399993896484	427.399993896484	3622.72716675662	3622.72716675662	3622.72716675662	1	0	1
-M427.5T2942	427.5	427.5	427.5	2942.00208742554	2942.00208742554	2942.00208742554	1	0	1
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-M427.8T2751	427.800018310547	427.800018310547	427.800018310547	2751.02592154745	2751.02592154745	2751.02592154745	1	0	1
-M427.9T2668.5	427.899993896484	427.899993896484	427.899993896484	2668.46283611837	2668.46283611837	2668.46283611837	1	1	0
-M427.9T2585.1	427.899993896484	427.899993896484	427.899993896484	2585.07108488001	2585.07108488001	2585.07108488001	1	0	1
-M428T4157.2	428	428	428	4157.15238308892	4157.15238308892	4157.15238308892	1	0	1
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-M428.1T4130.8	428.100006103516	428.100006103516	428.100006103516	4130.75998509112	4130.00265569564	4131.5173144866	2	1	1
-M428.1T2636	428.100006103516	428.100006103516	428.100006103516	2636.01498039087	2636.01498039087	2636.01498039087	1	1	0
-M428.3T3473.1	428.300018310547	428.300018310547	428.300018310547	3473.05796440376	3473.05796440376	3473.05796440376	1	1	0
-M428.3T4343.3	428.300018310547	428.300018310547	428.300018310547	4343.31274443202	4343.31274443202	4343.31274443202	1	0	1
-M428.3T3169	428.300018310547	428.300018310547	428.300018310547	3169.04072732697	3169.04072732697	3169.04072732697	1	0	1
-M428.4T4324.5	428.399993896484	428.399993896484	428.399993896484	4324.53274443202	4324.53274443202	4324.53274443202	1	0	1
-M428.4T4111.4	428.399993896484	428.399993896484	428.399993896484	4111.42132545829	4111.42132545829	4111.42132545829	1	0	1
-M428.4T3703.1	428.399993896484	428.399993896484	428.399993896484	3703.07760757611	3703.07760757611	3703.07760757611	1	1	0
-M429T3088.7	429	429	429	3088.65301316981	3088.65301316981	3088.65301316981	1	0	1
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-M429.1T3864.6	429.100006103516	429.100006103516	429.100006103516	3864.64613878686	3864.64613878686	3864.64613878686	1	0	1
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-M429.1T4173.4	429.100006103516	429.100006103516	429.100006103516	4173.39397553662	4173.39397553662	4173.39397553662	1	0	1
-M429.2T3886.3	429.200012207031	429.200012207031	429.200012207031	3886.30068197219	3883.04786546855	3890.4017301891	4	2	2
-M429.2T4033.2	429.200012207031	429.200012207031	429.200012207031	4033.20328963011	4032.62108025737	4033.78549900285	2	1	1
-M429.2T4071.8	429.200012207031	429.200012207031	429.200012207031	4071.84831081236	4068.55467940059	4075.14194222414	2	2	0
-M429.2T2700.4	429.200012207031	429.200012207031	429.200012207031	2700.3977849365	2700.3977849365	2700.3977849365	1	0	1
-M429.2T2945.5	429.200012207031	429.200012207031	429.200012207031	2945.46102116048	2945.46102116048	2945.46102116048	1	1	0
-M429.2T3978.2	429.200012207031	429.200012207031	429.200012207031	3978.24414308204	3978.24414308204	3978.24414308204	1	1	0
-M429.2T2965.8	429.200012207031	429.200012207031	429.200012207031	2965.75289998914	2965.75289998914	2965.75289998914	1	1	0
-M429.3T3917.1	429.300018310547	429.300018310547	429.300018310547	3917.1285969089	3911.55024985287	3922.70694396493	2	1	1
-M429.3T2712.8	429.300018310547	429.300018310547	429.300018310547	2712.81551704119	2712.81551704119	2712.81551704119	1	0	1
-M429.3T4087.7	429.300018310547	429.300018310547	429.300018310547	4087.68938648022	4087.68938648022	4087.68938648022	1	1	0
-M429.3T3271.9	429.300018310547	429.300018310547	429.300018310547	3271.9328810725	3271.9328810725	3271.9328810725	1	1	0
-M429.3T3958.8	429.300018310547	429.300018310547	429.300018310547	3958.76909576651	3958.76909576651	3958.76909576651	1	0	1
-M429.3T4182.7	429.300018310547	429.300018310547	429.300018310547	4182.67582713382	4182.67582713382	4182.67582713382	1	0	1
-M429.4T3309.2	429.399993896484	429.399993896484	429.399993896484	3309.19933724944	3309.19933724944	3309.19933724944	1	0	1
-M429.4T3416.7	429.399993896484	429.399993896484	429.399993896484	3416.66862409634	3416.66862409634	3416.66862409634	1	0	1
-M429.4T3458.8	429.399993896484	429.399993896484	429.399993896484	3458.75015890217	3458.75015890217	3458.75015890217	1	1	0
-M429.8T2799.5	429.800018310547	429.800018310547	429.800018310547	2799.49239024527	2799.49239024527	2799.49239024527	1	0	1
-M429.9T3856	429.899993896484	429.899993896484	429.899993896484	3856.01374663275	3856.01374663275	3856.01374663275	1	0	1
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-M429.9T2808.2	429.899993896484	429.899993896484	429.899993896484	2808.16172237469	2808.16172237469	2808.16172237469	1	1	0
-M430T4142.5	430	430	430	4142.54286529035	4142.54286529035	4142.54286529035	1	1	0
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-M430.3T3879.9	430.300018310547	430.300018310547	430.300018310547	3879.88611692625	3879.88611692625	3879.88611692625	1	1	0
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-M430.8T3963.7	430.800018310547	430.800018310547	430.800018310547	3963.69654968976	3963.69654968976	3963.69654968976	1	1	0
-M430.8T3403.4	430.800018310547	430.800018310547	430.800018310547	3403.38646124844	3403.38646124844	3403.38646124844	1	1	0
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-M599.5T3604.8	599.5	599.5	599.5	3604.78487735047	3604.78487735047	3604.78487735047	1	0	1
-M599.5T3409.6	599.5	599.5	599.5	3409.6137638498	3409.6137638498	3409.6137638498	1	1	0
-M599.5T3001.7	599.5	599.5	599.5	3001.73340037252	3001.73340037252	3001.73340037252	1	1	0
-M599.8T2525.6	599.799987792969	599.799987792969	599.799987792969	2525.60208488001	2525.60208488001	2525.60208488001	1	0	1
-M599.8T2559	599.799987792969	599.799987792969	599.799987792969	2559.03497459635	2559.03497459635	2559.03497459635	1	1	0
-M599.9T2604.6	599.900024414062	599.900024414062	599.900024414062	2604.63847751491	2599.870668269	2609.40628676082	2	1	1
-M599.9T2777.6	599.900024414062	599.900024414062	599.900024414062	2777.62270382815	2777.62270382815	2777.62270382815	1	0	1
-M600T3440.2	600	600	600	3440.21498381355	3440.21498381355	3440.21498381355	1	1	0
-M600T3073.9	600	600	600	3073.93667972513	3073.93667972513	3073.93667972513	1	0	1
-M600T2840.3	600	600	600	2840.34223529104	2840.34223529104	2840.34223529104	1	0	1
-M600T3455.6	600	600	600	3455.56264424004	3455.56264424004	3455.56264424004	1	1	0
-M600T3350.9	600	600	600	3350.85695421667	3350.85695421667	3350.85695421667	1	1	0
-M600T2538.7	600	600	600	2538.69097459635	2538.69097459635	2538.69097459635	1	1	0
-M600T3208.4	600	600	600	3208.3511612646	3208.3511612646	3208.3511612646	1	1	0
-M600T2969.5	600	600	600	2969.47546024467	2969.47546024467	2969.47546024467	1	1	0
+name	namecustom	mz	mzmin	mzmax	rt	rtmin	rtmax	npeaks	KO	WT
+M200T2874	M200.1T2873.7	200.100006103516	200.100006103516	200.100006103516	2873.66790279219	2873.66790279219	2873.66790279219	1	1	0
+M200T3877	M200.2T3876.7	200.199996948242	200.199996948242	200.199996948242	3876.72559155354	3876.72559155354	3876.72559155354	1	1	0
+M200T3676	M200.2T3676.2	200.199996948242	200.199996948242	200.199996948242	3676.20857473389	3676.20857473389	3676.20857473389	1	0	1
+M200T3486	M200.2T3485.7	200.199996948242	200.199996948242	200.199996948242	3485.71318236608	3485.71318236608	3485.71318236608	1	1	0
+M200T3529	M200.2T3529.2	200.199996948242	200.199996948242	200.199996948242	3529.16673849327	3529.16673849327	3529.16673849327	1	0	1
+M200T3184	M200.2T3184.4	200.199996948242	200.199996948242	200.199996948242	3184.44736675265	3184.44736675265	3184.44736675265	1	1	0
+M200T3817	M200.3T3816.6	200.300003051758	200.300003051758	200.300003051758	3816.57302395962	3816.57302395962	3816.57302395962	1	0	1
+M200T3978	M200.3T3977.6	200.300003051758	200.300003051758	200.300003051758	3977.60008277685	3977.60008277685	3977.60008277685	1	0	1
+M201T3544	M200.8T3543.6	200.800003051758	200.800003051758	200.800003051758	3543.60312635477	3543.60312635477	3543.60312635477	1	1	0
+M201T4063	M200.8T4062.6	200.800003051758	200.800003051758	200.800003051758	4062.56884383761	4062.56884383761	4062.56884383761	1	0	1
+M201T3783	M200.8T3783.3	200.800003051758	200.800003051758	200.800003051758	3783.31394298599	3783.31394298599	3783.31394298599	1	0	1
+M201T3274	M200.9T3273.9	200.900009155273	200.900009155273	200.900009155273	3273.93376916172	3273.93376916172	3273.93376916172	1	0	1
+M201T2556	M200.9T2555.9	200.900009155273	200.900009155273	200.900009155273	2555.90497459635	2555.90497459635	2555.90497459635	1	1	0
+M201T3626	M200.9T3625.9	200.900009155273	200.900009155273	200.900009155273	3625.94998801881	3625.94998801881	3625.94998801881	1	0	1
+M201T3138	M201.1T3138.4	201.100006103516	201.100006103516	201.100006103516	3138.35441665664	3138.35441665664	3138.35441665664	1	1	0
+M201T3509	M201.2T3509.4	201.199996948242	201.199996948242	201.199996948242	3509.36563736658	3509.36563736658	3509.36563736658	1	1	0
+M201T4066	M201.2T4065.7	201.199996948242	201.199996948242	201.199996948242	4065.72082744082	4065.72082744082	4065.72082744082	1	0	1
+M201T3687	M201.2T3687.2	201.199996948242	201.199996948242	201.199996948242	3687.18932031058	3687.18932031058	3687.18932031058	1	0	1
+M201T3998	M201.2T3997.9	201.199996948242	201.199996948242	201.199996948242	3997.93594451384	3997.93594451384	3997.93594451384	1	0	1
+M201T3799	M201.2T3798.7	201.199996948242	201.199996948242	201.199996948242	3798.65479588899	3798.65479588899	3798.65479588899	1	0	1
+M201T3936	M201.3T3936.4	201.300003051758	201.300003051758	201.300003051758	3936.43507866832	3936.43507866832	3936.43507866832	1	0	1
+M201T4037	M201.3T4036.9	201.300003051758	201.300003051758	201.300003051758	4036.91062955396	4036.91062955396	4036.91062955396	1	0	1
+M201T4155	M201.3T4155.1	201.300003051758	201.300003051758	201.300003051758	4155.07274902879	4155.07274902879	4155.07274902879	1	1	0
+M201T3883	M201.3T3882.6	201.300003051758	201.300003051758	201.300003051758	3882.59075902174	3882.59075902174	3882.59075902174	1	1	0
+M202T3855	M201.7T3854.6	201.699996948242	201.699996948242	201.699996948242	3854.64092716079	3854.64092716079	3854.64092716079	1	1	0
+M202T4020	M201.7T4020	201.699996948242	201.699996948242	201.699996948242	4020.00883866426	4020.00883866426	4020.00883866426	1	0	1
+M202T3301	M201.8T3300.5	201.800003051758	201.800003051758	201.800003051758	3300.52179370591	3300.52179370591	3300.52179370591	1	1	0
+M202T4069	M201.8T4068.9	201.800003051758	201.800003051758	201.800003051758	4068.87273440628	4068.87273440628	4068.87273440628	1	0	1
+M202T3280	M201.8T3280.2	201.800003051758	201.800003051758	201.800003051758	3280.17819851714	3280.17819851714	3280.17819851714	1	1	0
+M202T3321	M201.8T3321	201.800003051758	201.800003051758	201.800003051758	3321.03357088832	3321.03357088832	3321.03357088832	1	1	0
+M202T3171	M201.8T3170.8	201.800003051758	201.800003051758	201.800003051758	3170.77113798805	3170.77113798805	3170.77113798805	1	1	0
+M202T3763	M201.8T3762.7	201.800003051758	201.800003051758	201.800003051758	3762.71208577947	3762.71208577947	3762.71208577947	1	0	1
+M202T3377	M201.8T3377.2	201.800003051758	201.800003051758	201.800003051758	3377.15027106342	3377.15027106342	3377.15027106342	1	1	0
+M202T3269	M201.9T3268.7	201.900009155273	201.900009155273	201.900009155273	3268.73756782075	3268.73756782075	3268.73756782075	1	1	0
+M202T4141	M201.9T4140.9	201.900009155273	201.900009155273	201.900009155273	4140.86019981259	4140.86019981259	4140.86019981259	1	0	1
+M202T4033	M201.9T4032.8	201.900009155273	201.900009155273	201.900009155273	4032.77705353875	4032.77705353875	4032.77705353875	1	1	0
+M202T3895	M201.9T3895.1	201.900009155273	201.900009155273	201.900009155273	3895.08082356457	3895.08082356457	3895.08082356457	1	1	0
+M202T4009	M201.9T4009.2	201.900009155273	201.900009155273	201.900009155273	4009.23164498528	4009.23164498528	4009.23164498528	1	1	0
+M202T3186	M201.9T3186	201.900009155273	201.900009155273	201.900009155273	3185.96106903426	3185.96106903426	3185.96106903426	1	1	0
+M202T2900	M202T2899.5	202	202	202	2899.5217296201	2899.5217296201	2899.5217296201	1	1	0
+M202T3943	M202T3942.7	202	202	202	3942.74331488216	3942.74331488216	3942.74331488216	1	0	1
+M202T3292	M202.2T3292.2	202.199996948242	202.199996948242	202.199996948242	3292.19880652399	3292.19880652399	3292.19880652399	1	0	1
+M203T4038	M202.6T4038.5	202.600006103516	202.600006103516	202.600006103516	4038.4655434023	4038.4655434023	4038.4655434023	1	0	1
+M203T3317	M202.8T3316.9	202.800003051758	202.800003051758	202.800003051758	3316.91873178114	3316.91873178114	3316.91873178114	1	0	1
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+M203T3979	M203.1T3979	203.100006103516	203.100006103516	203.100006103516	3979.01348020174	3979.01348020174	3979.01348020174	1	0	1
+M203T4141	M203.2T4141	203.199996948242	203.199996948242	203.199996948242	4140.97627071899	4140.97627071899	4140.97627071899	1	1	0
+M203T3348	M203.2T3348	203.199996948242	203.199996948242	203.199996948242	3348.00505081695	3348.00505081695	3348.00505081695	1	1	0
+M203T3327	M203.2T3327.3	203.199996948242	203.199996948242	203.199996948242	3327.335343408	3327.335343408	3327.335343408	1	1	0
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+M203T4179	M203.2T4178.6	203.199996948242	203.199996948242	203.199996948242	4178.55504603756	4178.55504603756	4178.55504603756	1	1	0
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+M203T3722	M203.2T3722.2	203.199996948242	203.199996948242	203.199996948242	3722.22952980018	3722.22952980018	3722.22952980018	1	0	1
+M203T4057	M203.3T4057.1	203.300003051758	203.300003051758	203.300003051758	4057.10753443178	4057.10753443178	4057.10753443178	1	0	1
+M204T3523	M203.7T3522.9	203.699996948242	203.699996948242	203.699996948242	3522.90390220282	3522.90390220282	3522.90390220282	1	0	1
+M204T3061	M203.8T3060.6	203.800003051758	203.800003051758	203.800003051758	3060.62586790248	3060.62586790248	3060.62586790248	1	1	0
+M204T4128	M203.8T4128.5	203.800003051758	203.800003051758	203.800003051758	4128.45105340014	4128.45105340014	4128.45105340014	1	0	1
+M204T3665	M203.8T3665.2	203.800003051758	203.800003051758	203.800003051758	3665.18514988493	3665.18514988493	3665.18514988493	1	1	0
+M204T4023	M203.8T4022.7	203.800003051758	203.800003051758	203.800003051758	4022.69254440607	4022.69254440607	4022.69254440607	1	1	0
+M204T4142	M204.1T4142.4	204.100006103516	204.100006103516	204.100006103516	4142.41184997807	4142.41184997807	4142.41184997807	1	0	1
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+M204T3703	M204.4T3703.4	204.400009155273	204.400009155273	204.400009155273	3703.4400873308	3703.4400873308	3703.4400873308	1	0	1
+M204T3597	M204.4T3596.6	204.400009155273	204.400009155273	204.400009155273	3596.57532421235	3596.57532421235	3596.57532421235	1	0	1
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+M205T2787	M205T2787.2	205	205	205	2787.1832988222	2786.52273155776	2788.26358572648	4	2	2
+M205T4040	M205.1T4040.1	205.100006103516	205.100006103516	205.100006103516	4040.11823531387	4040.11823531387	4040.11823531387	1	1	0
+M205T3782	M205.2T3782.1	205.199996948242	205.199996948242	205.199996948242	3782.07132490513	3779.2435506004	3784.89909920985	2	1	1
+M205T3917	M205.2T3916.9	205.199996948242	205.199996948242	205.199996948242	3916.86998621818	3916.86998621818	3916.86998621818	1	1	0
+M205T3761	M205.2T3761.1	205.199996948242	205.199996948242	205.199996948242	3761.12812544188	3761.12812544188	3761.12812544188	1	0	1
+M205T4064	M205.3T4064.1	205.300003051758	205.300003051758	205.300003051758	4064.14484612887	4064.14484612887	4064.14484612887	1	0	1
+M206T4080	M205.7T4079.9	205.699996948242	205.699996948242	205.699996948242	4079.903008509	4079.903008509	4079.903008509	1	0	1
+M206T3292	M205.8T3292.2	205.800003051758	205.800003051758	205.800003051758	3292.19880652399	3292.19880652399	3292.19880652399	1	0	1
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+M206T2786	M206T2785.9	206	206	206	2785.86223081059	2785.35626528247	2788.02229392021	3	1	2
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+M207T3580	M206.8T3580.2	206.800003051758	206.800003051758	206.800003051758	3580.24107129216	3580.24107129216	3580.24107129216	1	0	1
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+M430T2778	M429.9T2777.6	429.899993896484	429.899993896484	429.899993896484	2777.62270382815	2777.62270382815	2777.62270382815	1	0	1
+M430T2808	M429.9T2808.2	429.899993896484	429.899993896484	429.899993896484	2808.16172237469	2808.16172237469	2808.16172237469	1	1	0
+M430T4143	M430T4142.5	430	430	430	4142.54286529035	4142.54286529035	4142.54286529035	1	1	0
+M430T4130	M430T4130	430	430	430	4130.00265569564	4130.00265569564	4130.00265569564	1	0	1
+M430T2630	M430T2629.8	430	430	430	2629.76901829783	2629.76901829783	2629.76901829783	1	0	1
+M430T3758	M430T3758	430	430	430	3757.96083418913	3757.96083418913	3757.96083418913	1	0	1
+M430T2684	M430.1T2683.8	430.100006103516	430.100006103516	430.100006103516	2683.84650308751	2682.82780937765	2684.41623929172	4	2	2
+M430T3888	M430.2T3888.2	430.200012207031	430.200012207031	430.200012207031	3888.20586232792	3884.39550161646	3891.96202504143	3	1	2
+M430T4075	M430.2T4075.1	430.200012207031	430.200012207031	430.200012207031	4075.14194222414	4075.14194222414	4075.14194222414	1	1	0
+M430T2557	M430.2T2557.5	430.200012207031	430.200012207031	430.200012207031	2557.46997459635	2557.46997459635	2557.46997459635	1	1	0
+M430T3880	M430.3T3879.9	430.300018310547	430.300018310547	430.300018310547	3879.88611692625	3879.88611692625	3879.88611692625	1	1	0
+M430T3228	M430.3T3228.4	430.300018310547	430.300018310547	430.300018310547	3228.41270579453	3228.41270579453	3228.41270579453	1	0	1
+M431T3964	M430.8T3963.7	430.800018310547	430.800018310547	430.800018310547	3963.69654968976	3963.69654968976	3963.69654968976	1	1	0
+M431T3403	M430.8T3403.4	430.800018310547	430.800018310547	430.800018310547	3403.38646124844	3403.38646124844	3403.38646124844	1	1	0
+M431T2640	M430.8T2639.7	430.800018310547	430.800018310547	430.800018310547	2639.65435349467	2639.65435349467	2639.65435349467	1	1	0
+M431T3332	M430.9T3332.4	430.899993896484	430.899993896484	430.899993896484	3332.36652959154	3332.36652959154	3332.36652959154	1	0	1
+M431T3865	M430.9T3865.5	430.899993896484	430.899993896484	430.899993896484	3865.47422517578	3865.47422517578	3865.47422517578	1	0	1
+M431T3192	M430.9T3192.5	430.899993896484	430.899993896484	430.899993896484	3192.49467842718	3192.49467842718	3192.49467842718	1	0	1
+M431T3691	M430.9T3690.7	430.899993896484	430.899993896484	430.899993896484	3690.69884839	3690.69884839	3690.69884839	1	1	0
+M431T3542	M430.9T3542.3	430.899993896484	430.899993896484	430.899993896484	3542.30607326506	3542.30607326506	3542.30607326506	1	0	1
+M431T3432	M430.9T3431.7	430.899993896484	430.899993896484	430.899993896484	3431.67844070908	3431.67844070908	3431.67844070908	1	1	0
+M431T2888	M431T2888.5	431	431	431	2888.47938904019	2888.47938904019	2888.47938904019	1	1	0
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+M431T4285	M431.1T4284.5	431.100006103516	431.100006103516	431.100006103516	4284.51215089905	4284.51215089905	4284.51215089905	1	0	1
+M431T3912	M431.1T3912.2	431.100006103516	431.100006103516	431.100006103516	3912.20437656731	3912.20437656731	3912.20437656731	1	1	0
+M431T3752	M431.1T3751.8	431.100006103516	431.100006103516	431.100006103516	3751.82505250554	3751.82505250554	3751.82505250554	1	1	0
+M431T3892	M431.2T3891.8	431.200012207031	431.200012207031	431.200012207031	3891.80834633742	3890.70325192937	3892.91344074546	2	0	2
+M431T4074	M431.2T4073.6	431.200012207031	431.200012207031	431.200012207031	4073.57332009318	4073.57332009318	4073.57332009318	1	1	0
+M431T2754	M431.3T2754.1	431.300018310547	431.300018310547	431.300018310547	2754.1264137859	2748.99251369626	2759.26031387555	2	1	1
+M431T3189	M431.3T3189.3	431.300018310547	431.300018310547	431.300018310547	3189.31992600977	3189.31992600977	3189.31992600977	1	0	1
+M431T3205	M431.3T3204.9	431.300018310547	431.300018310547	431.300018310547	3204.94624068204	3204.94624068204	3204.94624068204	1	0	1
+M431T3006	M431.3T3006.4	431.300018310547	431.300018310547	431.300018310547	3006.4282355155	3006.4282355155	3006.4282355155	1	1	0
+M431T2799	M431.3T2799.5	431.300018310547	431.300018310547	431.300018310547	2799.49239024527	2799.49239024527	2799.49239024527	1	0	1
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+M431T3851	M431.3T3851.1	431.300018310547	431.300018310547	431.300018310547	3851.08551786741	3851.08551786741	3851.08551786741	1	1	0
+M431T3757	M431.4T3756.5	431.399993896484	431.399993896484	431.399993896484	3756.54933342917	3756.54933342917	3756.54933342917	1	0	1
+M431T3948	M431.4T3948	431.399993896484	431.399993896484	431.399993896484	3948.0247049645	3948.0247049645	3948.0247049645	1	1	0
+M432T2840	M431.8T2840.3	431.800018310547	431.800018310547	431.800018310547	2840.34223529104	2840.34223529104	2840.34223529104	1	0	1
+M432T3752	M431.9T3751.8	431.899993896484	431.899993896484	431.899993896484	3751.82505250554	3751.82505250554	3751.82505250554	1	1	0
+M432T4018	M431.9T4018.2	431.899993896484	431.899993896484	431.899993896484	4018.23186265825	4018.23186265825	4018.23186265825	1	0	1
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Binary file test-data/ko15.CDF has changed
Binary file test-data/ko16.CDF has changed
Binary file test-data/wt15.CDF has changed
Binary file test-data/wt16.CDF has changed
--- a/tool_dependencies.xml	Tue Feb 07 04:05:02 2017 -0500
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,9 +0,0 @@
-<?xml version="1.0"?>
-<tool_dependency>
-    <package name="R" version="3.1.2">
-        <repository changeset_revision="4d2fd1413b56" name="package_r_3_1_2" owner="iuc" toolshed="https://toolshed.g2.bx.psu.edu" />
-    </package>
-    <package name="bioconductor-xcms" version="1.46.0">
-        <repository changeset_revision="779207ed5674" name="package_bioconductor_xcms_1_46_0" owner="lecorguille" toolshed="https://toolshed.g2.bx.psu.edu" />
-    </package>
-</tool_dependency>
--- a/xcms.r	Tue Feb 07 04:05:02 2017 -0500
+++ b/xcms.r	Fri Apr 07 07:37:05 2017 -0400
@@ -15,8 +15,8 @@
 #pkgs=c("xcms","batch")
 pkgs=c("parallel","BiocGenerics", "Biobase", "Rcpp", "mzR", "xcms","snow","batch")
 for(pkg in pkgs) {
-  suppressPackageStartupMessages( stopifnot( library(pkg, quietly=TRUE, logical.return=TRUE, character.only=TRUE)))
-  cat(pkg,"\t",as.character(packageVersion(pkg)),"\n",sep="")
+    suppressPackageStartupMessages( stopifnot( library(pkg, quietly=TRUE, logical.return=TRUE, character.only=TRUE)))
+    cat(pkg,"\t",as.character(packageVersion(pkg)),"\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");
@@ -38,7 +38,7 @@
 
 #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
+    load(listArguments[["image"]]); listArguments[["image"]]=NULL
 }
 
 #Import the different functions
@@ -61,110 +61,67 @@
 
 xsetRdataOutput = paste(thefunction,"RData",sep=".")
 if (!is.null(listArguments[["xsetRdataOutput"]])){
-  xsetRdataOutput = listArguments[["xsetRdataOutput"]]; listArguments[["xsetRdataOutput"]]=NULL
+    xsetRdataOutput = listArguments[["xsetRdataOutput"]]; listArguments[["xsetRdataOutput"]]=NULL
 }
 
 #saving the specific parameters
 rplotspdf = "Rplots.pdf"
 if (!is.null(listArguments[["rplotspdf"]])){
-  rplotspdf = listArguments[["rplotspdf"]]; listArguments[["rplotspdf"]]=NULL
+    rplotspdf = listArguments[["rplotspdf"]]; listArguments[["rplotspdf"]]=NULL
 }
 sampleMetadataOutput = "sampleMetadata.tsv"
 if (!is.null(listArguments[["sampleMetadataOutput"]])){
-  sampleMetadataOutput = listArguments[["sampleMetadataOutput"]]; listArguments[["sampleMetadataOutput"]]=NULL
+    sampleMetadataOutput = listArguments[["sampleMetadataOutput"]]; listArguments[["sampleMetadataOutput"]]=NULL
 }
 variableMetadataOutput = "variableMetadata.tsv"
 if (!is.null(listArguments[["variableMetadataOutput"]])){
-  variableMetadataOutput = listArguments[["variableMetadataOutput"]]; listArguments[["variableMetadataOutput"]]=NULL
+    variableMetadataOutput = listArguments[["variableMetadataOutput"]]; listArguments[["variableMetadataOutput"]]=NULL
 }
 dataMatrixOutput = "dataMatrix.tsv"
 if (!is.null(listArguments[["dataMatrixOutput"]])){
-  dataMatrixOutput = listArguments[["dataMatrixOutput"]]; listArguments[["dataMatrixOutput"]]=NULL
+    dataMatrixOutput = listArguments[["dataMatrixOutput"]]; listArguments[["dataMatrixOutput"]]=NULL
 }
 if (!is.null(listArguments[["convertRTMinute"]])){
-  convertRTMinute = listArguments[["convertRTMinute"]]; listArguments[["convertRTMinute"]]=NULL
+    convertRTMinute = listArguments[["convertRTMinute"]]; listArguments[["convertRTMinute"]]=NULL
 }
 if (!is.null(listArguments[["numDigitsMZ"]])){
-  numDigitsMZ = listArguments[["numDigitsMZ"]]; listArguments[["numDigitsMZ"]]=NULL
+    numDigitsMZ = listArguments[["numDigitsMZ"]]; listArguments[["numDigitsMZ"]]=NULL
 }
 if (!is.null(listArguments[["numDigitsRT"]])){
   numDigitsRT = listArguments[["numDigitsRT"]]; listArguments[["numDigitsRT"]]=NULL
 }
 if (!is.null(listArguments[["intval"]])){
-  intval = listArguments[["intval"]]; listArguments[["intval"]]=NULL
+    intval = listArguments[["intval"]]; listArguments[["intval"]]=NULL
 }
 
 if (thefunction %in% c("xcmsSet","retcor")) {
-  ticspdf = listArguments[["ticspdf"]]; listArguments[["ticspdf"]]=NULL
-  bicspdf = listArguments[["bicspdf"]]; listArguments[["bicspdf"]]=NULL
-}
-
-#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
-}
-
-if (!is.null(listArguments[["library"]])){
-  directory=listArguments[["library"]]; listArguments[["library"]]=NULL
-  if(!file.exists(directory)){
-    error_message=paste("Cannot access the directory:",directory,". Please verify if the directory exists or not.")
-    print(error_message)
-    stop(error_message)
-  }
+    ticspdf = listArguments[["ticspdf"]]; listArguments[["ticspdf"]]=NULL
+    bicspdf = listArguments[["bicspdf"]]; listArguments[["bicspdf"]]=NULL
 }
 
-# We unzip automatically the chromatograms from the zip files.
+
 if (thefunction %in% c("xcmsSet","retcor","fillPeaks"))  {
-  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)
-    }
-
-    #list all file in the zip file
-    #zip_files=unzip(zipfile,list=T)[,"Name"]
-
-
-    #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")
-
-    #
+    if (!exists("singlefile")) singlefile=NULL
+    if (!exists("zipfile")) zipfile=NULL
+    rawFilePath = getRawfilePathFromArguments(singlefile, zipfile, listArguments)
+    zipfile = rawFilePath$zipfile
+    singlefile = rawFilePath$singlefile
+    listArguments = rawFilePath$listArguments
+    directory = retrieveRawfileInTheWorkingDirectory(singlefile, zipfile)
     md5sumList=list("origin"=getMd5sum(directory))
-
-    # Check and fix if there are non ASCII characters. If so, they will be removed from the *mzXML mzML files.
-    # Remove because can create issue with some clean files
-    #@TODO: fix me
-    #if (deleteXmlBadCharacters(directory)) {
-    #  md5sumList=list("removalBadCharacters"=getMd5sum(directory))
-    #}
-
-  }
 }
 
 #addition of the directory to the list of arguments in the first position
 if (thefunction == "xcmsSet") {
-  checkXmlStructure(directory)
-  checkFilesCompatibilityWithXcms(directory)
-  listArguments=append(directory, listArguments)
+    checkXmlStructure(directory)
+    checkFilesCompatibilityWithXcms(directory)
+    listArguments=append(directory, listArguments)
 }
 
 
 #addition of xset object to the list of arguments in the first position
 if (exists("xset")){
-  listArguments=append(list(xset), listArguments)
+    listArguments=append(list(xset), listArguments)
 }
 
 cat("\n\n")
@@ -172,8 +129,6 @@
 
 
 
-
-
 # ----- MAIN PROCESSING INFO -----
 cat("\tMAIN PROCESSING INFO\n")
 
@@ -181,12 +136,12 @@
 #Verification of a group step before doing the fillpeaks job.
 
 if (thefunction == "fillPeaks") {
-  res=try(is.null(groupnames(xset)))
-  if (class(res) == "try-error"){
-    error<-geterrmessage()
-    write(error, stderr())
-    stop("You must always do a group step after a retcor. Otherwise it won't work for the fillpeaks step")
-  }
+    res=try(is.null(groupnames(xset)))
+    if (class(res) == "try-error"){
+        error<-geterrmessage()
+        write(error, stderr())
+        stop("You must always do a group step after a retcor. Otherwise it won't work for the fillpeaks step")
+    }
 
 }
 
@@ -194,7 +149,7 @@
 #dev.new(file="Rplots.pdf", width=16, height=12)
 pdf(file=rplotspdf, width=16, height=12)
 if (thefunction == "group") {
-  par(mfrow=c(2,2))
+    par(mfrow=c(2,2))
 }
 #else if (thefunction == "retcor") {
 #try to change the legend display
@@ -208,6 +163,11 @@
 cat("\t\tCOMPUTE\n")
 xset = do.call(thefunction, listArguments)
 
+# check if there are no peaks
+if (nrow(peaks(xset)) == 0) {
+    stop("No peaks were detected. You should review your settings")
+}
+
 
 cat("\n\n")
 
@@ -215,40 +175,38 @@
 
 if (thefunction  == "xcmsSet") {
 
-  #transform the files absolute pathways into relative pathways
-  xset@filepaths<-sub(paste(getwd(),"/",sep="") ,"", xset@filepaths)
+    #transform the files absolute pathways into relative pathways
+    xset@filepaths<-sub(paste(getwd(),"/",sep="") ,"", xset@filepaths)
+    if(exists("zipfile") && !is.null(zipfile) && (zipfile!="")) {
 
-  if(exists("zipfile") && (zipfile!="")) {
+        #Modify the samples names (erase the path)
+        for(i in 1:length(sampnames(xset))){
 
-    #Modify the samples names (erase the path)
-    for(i in 1:length(sampnames(xset))){
+            sample_name=unlist(strsplit(sampnames(xset)[i], "/"))
+            sample_name=sample_name[length(sample_name)]
+            sample_name= unlist(strsplit(sample_name,"[.]"))[1]
+            sampnames(xset)[i]=sample_name
 
-      sample_name=unlist(strsplit(sampnames(xset)[i], "/"))
-      sample_name=sample_name[length(sample_name)]
-      sample_name= unlist(strsplit(sample_name,"[.]"))[1]
-      sampnames(xset)[i]=sample_name
+        }
 
     }
 
-  }
-
 }
 
 # -- TIC --
 if (thefunction == "xcmsSet") {
-  cat("\t\tGET TIC GRAPH\n")
-  sampleNamesList = getSampleMetadata(xcmsSet=xset, sampleMetadataOutput=sampleMetadataOutput)
-  getTICs(xcmsSet=xset, pdfname=ticspdf,rt="raw")
-  getBPCs(xcmsSet=xset,rt="raw",pdfname=bicspdf)
+    cat("\t\tGET TIC GRAPH\n")
+    sampleNamesList = getSampleMetadata(xcmsSet=xset, sampleMetadataOutput=sampleMetadataOutput)
+    getTICs(xcmsSet=xset, pdfname=ticspdf,rt="raw")
+    getBPCs(xcmsSet=xset,rt="raw",pdfname=bicspdf)
 } else if (thefunction == "retcor") {
-  cat("\t\tGET TIC GRAPH\n")
-  getTICs(xcmsSet=xset, pdfname=ticspdf,rt="corrected")
-  getBPCs(xcmsSet=xset,rt="corrected",pdfname=bicspdf)
+    cat("\t\tGET TIC GRAPH\n")
+    getTICs(xcmsSet=xset, pdfname=ticspdf,rt="corrected")
+    getBPCs(xcmsSet=xset,rt="corrected",pdfname=bicspdf)
 }
 
-if (thefunction == "fillPeaks" && exists("intval")) {
-  cat("\t\tGET THE PEAK LIST\n")
-  getPeaklistW4M(xset,intval,convertRTMinute,numDigitsMZ,numDigitsRT,variableMetadataOutput,dataMatrixOutput)
+if ((thefunction == "group" || thefunction == "fillPeaks") && exists("intval")) {
+    getPeaklistW4M(xset,intval,convertRTMinute,numDigitsMZ,numDigitsRT,variableMetadataOutput,dataMatrixOutput)
 }
 
 
@@ -262,7 +220,7 @@
 
 
 #saving R data in .Rdata file to save the variables used in the present tool
-objects2save = c("xset","zipfile","listOFlistArguments","md5sumList","sampleNamesList")
+objects2save = c("xset","zipfile","singlefile","listOFlistArguments","md5sumList","sampleNamesList")
 save(list=objects2save[objects2save %in% ls()], file=xsetRdataOutput)
 
 cat("\n\n")