Mercurial > repos > lecorguille > camera_annotate
view lib.r @ 15:6139bfcc95cb draft
planemo upload commit 98f8d5d3e1a4356b411f16644ffa4da444ac2bdb
author | lecorguille |
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date | Thu, 01 Mar 2018 08:29:32 -0500 |
parents | 1c30ff90f3ae |
children | a2c49996603e |
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# lib.r #@author G. Le Corguille #The function create a pdf from the different png generated by diffreport diffreport_png2pdf <- function(filebase) { dir.create("pdf") pdfEicOutput = paste0("pdf/",filebase,"-eic_pdf.pdf") pdfBoxOutput = paste0("pdf/",filebase,"-box_pdf.pdf") system(paste0("gm convert ",filebase,"_eic/*.png ",pdfEicOutput)) system(paste0("gm convert ",filebase,"_box/*.png ",pdfBoxOutput)) } #@author G. Le Corguille #This function convert if it is required the Retention Time in minutes RTSecondToMinute <- function(variableMetadata, convertRTMinute) { if (convertRTMinute){ #converting the retention times (seconds) into minutes print("converting the retention times into minutes in the variableMetadata") variableMetadata[,"rt"]=variableMetadata[,"rt"]/60 variableMetadata[,"rtmin"]=variableMetadata[,"rtmin"]/60 variableMetadata[,"rtmax"]=variableMetadata[,"rtmax"]/60 } return (variableMetadata) } #@author G. Le Corguille #This function format ions identifiers 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) } #The function annotateDiffreport without the corr function which bugs annotatediff <- function(xset=xset, listArguments=listArguments, variableMetadataOutput="variableMetadata.tsv", dataMatrixOutput="dataMatrix.tsv") { # Resolve the bug with x11, with the function png options(bitmapType='cairo') #Check if the fillpeaks step has been done previously, if it hasn't, there is an error message and the execution is stopped. res=try(is.null(xset@filled)) # ------ annot ------- listArguments[["calcCiS"]]=as.logical(listArguments[["calcCiS"]]) listArguments[["calcIso"]]=as.logical(listArguments[["calcIso"]]) listArguments[["calcCaS"]]=as.logical(listArguments[["calcCaS"]]) # common parameters listArguments4annotate = list(object=xset, nSlaves=listArguments[["nSlaves"]],sigma=listArguments[["sigma"]],perfwhm=listArguments[["perfwhm"]], maxcharge=listArguments[["maxcharge"]],maxiso=listArguments[["maxiso"]],minfrac=listArguments[["minfrac"]], ppm=listArguments[["ppm"]],mzabs=listArguments[["mzabs"]],quick=listArguments[["quick"]], polarity=listArguments[["polarity"]],max_peaks=listArguments[["max_peaks"]],intval=listArguments[["intval"]]) # quick == FALSE if(listArguments[["quick"]]==FALSE) { listArguments4annotate = append(listArguments4annotate, list(graphMethod=listArguments[["graphMethod"]],cor_eic_th=listArguments[["cor_eic_th"]],pval=listArguments[["pval"]], calcCiS=listArguments[["calcCiS"]],calcIso=listArguments[["calcIso"]],calcCaS=listArguments[["calcCaS"]])) # no ruleset if (!is.null(listArguments[["multiplier"]])) { listArguments4annotate = append(listArguments4annotate, list(multiplier=listArguments[["multiplier"]])) } # ruleset else { rulset=read.table(listArguments[["rules"]], h=T, sep=";") if (ncol(rulset) < 4) rulset=read.table(listArguments[["rules"]], h=T, sep="\t") if (ncol(rulset) < 4) rulset=read.table(listArguments[["rules"]], h=T, sep=",") if (ncol(rulset) < 4) { error_message="Your ruleset file seems not well formatted. The column separators accepted are ; , and tabulation" print(error_message) stop(error_message) } listArguments4annotate = append(listArguments4annotate, list(rules=rulset)) } } # launch annotate xa = do.call("annotate", listArguments4annotate) peakList=getPeaklist(xa,intval=listArguments[["intval"]]) peakList=cbind(groupnames(xa@xcmsSet),peakList); colnames(peakList)[1] = c("name"); # --- dataMatrix --- dataMatrix = peakList[,(make.names(colnames(peakList)) %in% c("name", make.names(sampnames(xa@xcmsSet))))] write.table(dataMatrix, sep="\t", quote=FALSE, row.names=FALSE, file=dataMatrixOutput) # --- Multi condition : diffreport --- diffrepOri=NULL if (!is.null(listArguments[["runDiffreport"]]) & nlevels(sampclass(xset))>=2) { #Check if the fillpeaks step has been done previously, if it hasn't, there is an error message and the execution is stopped. res=try(is.null(xset@filled)) classes=levels(sampclass(xset)) x=1:(length(classes)-1) for (i in seq(along=x) ) { y=1:(length(classes)) for (n in seq(along=y)){ if(i+n <= length(classes)){ filebase=paste(classes[i],class2=classes[i+n],sep="-vs-") diffrep=diffreport(object=xset,class1=classes[i],class2=classes[i+n],filebase=filebase,eicmax=listArguments[["eicmax"]],eicwidth=listArguments[["eicwidth"]],sortpval=TRUE,value=listArguments[["value"]],h=listArguments[["h"]],w=listArguments[["w"]],mzdec=listArguments[["mzdec"]]) diffrepOri = diffrep # renamming of the column rtmed to rt to fit with camera peaklist function output colnames(diffrep)[colnames(diffrep)=="rtmed"] <- "rt" colnames(diffrep)[colnames(diffrep)=="mzmed"] <- "mz" # combines results and reorder columns diffrep = merge(peakList, diffrep[,c("name","fold","tstat","pvalue")], by.x="name", by.y="name", sort=F) diffrep = cbind(diffrep[,!(colnames(diffrep) %in% c(sampnames(xa@xcmsSet)))],diffrep[,(colnames(diffrep) %in% c(sampnames(xa@xcmsSet)))]) diffrep = RTSecondToMinute(diffrep, listArguments[["convertRTMinute"]]) diffrep = formatIonIdentifiers(diffrep, numDigitsRT=listArguments[["numDigitsRT"]], numDigitsMZ=listArguments[["numDigitsMZ"]]) if(listArguments[["sortpval"]]){ diffrep=diffrep[order(diffrep$pvalue), ] } dir.create("tabular") write.table(diffrep, sep="\t", quote=FALSE, row.names=FALSE, file=paste("tabular/",filebase,"_tsv.tabular",sep="")) if (listArguments[["eicmax"]] != 0) { diffreport_png2pdf(filebase) } } } } } # --- variableMetadata --- variableMetadata=peakList[,!(make.names(colnames(peakList)) %in% c(make.names(sampnames(xa@xcmsSet))))] variableMetadata = RTSecondToMinute(variableMetadata, listArguments[["convertRTMinute"]]) variableMetadata = formatIonIdentifiers(variableMetadata, numDigitsRT=listArguments[["numDigitsRT"]], numDigitsMZ=listArguments[["numDigitsMZ"]]) # if we have 2 conditions, we keep stat of diffrep if (!is.null(listArguments[["runDiffreport"]]) & nlevels(sampclass(xset))==2) { variableMetadata = merge(variableMetadata, diffrep[,c("name","fold","tstat","pvalue")],by.x="name", by.y="name", sort=F) if(exists("listArguments[[\"sortpval\"]]")){ variableMetadata=variableMetadata[order(variableMetadata$pvalue), ] } } variableMetadataOri=variableMetadata write.table(variableMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=variableMetadataOutput) return(list("xa"=xa,"diffrep"=diffrepOri,"variableMetadata"=variableMetadataOri)); } combinexsAnnos_function <- function(xaP, xaN, listOFlistArgumentsP,listOFlistArgumentsN, diffrepP=NULL,diffrepN=NULL,pos=TRUE,tol=2,ruleset=NULL,keep_meta=TRUE, convertRTMinute=F, numDigitsMZ=0, numDigitsRT=0, variableMetadataOutput="variableMetadata.tsv"){ #Load the two Rdata to extract the xset objects from positive and negative mode cat("\tObject xset from positive mode\n") print(xaP) cat("\n") cat("\tObject xset from negative mode\n") print(xaN) cat("\n") cat("\n") cat("\tCombining...\n") #Convert the string to numeric for creating matrix row=as.numeric(strsplit(ruleset,",")[[1]][1]) column=as.numeric(strsplit(ruleset,",")[[1]][2]) ruleset=cbind(row,column) #Test if the file comes from an older version tool if ((!is.null(xaP)) & (!is.null(xaN))) { #Launch the combinexsannos function from CAMERA cAnnot=combinexsAnnos(xaP, xaN,pos=pos,tol=tol,ruleset=ruleset) } else { stop("You must relauch the CAMERA.annotate step with the lastest version.") } if(pos){ xa=xaP listOFlistArgumentsP=listOFlistArguments mode="neg. Mode" } else { xa=xaN listOFlistArgumentsN=listOFlistArguments mode="pos. Mode" } peakList=getPeaklist(xa) peakList=cbind(groupnames(xa@xcmsSet),peakList); colnames(peakList)[1] = c("name"); variableMetadata=cbind(peakList, cAnnot[, c("isotopes", "adduct", "pcgroup",mode)]); variableMetadata=variableMetadata[,!(colnames(variableMetadata) %in% c(sampnames(xa@xcmsSet)))] #Test if there are more than two classes (conditions) if ( nlevels(sampclass(xaP@xcmsSet))==2 & (!is.null(diffrepN)) & (!is.null(diffrepP))) { diffrepP = diffrepP[,c("name","fold","tstat","pvalue")]; colnames(diffrepP) = paste("P.",colnames(diffrepP),sep="") diffrepN = diffrepN[,c("name","fold","tstat","pvalue")]; colnames(diffrepN) = paste("N.",colnames(diffrepN),sep="") variableMetadata = merge(variableMetadata, diffrepP, by.x="name", by.y="P.name") variableMetadata = merge(variableMetadata, diffrepN, by.x="name", by.y="N.name") } rownames(variableMetadata) = NULL #TODO: checker #colnames(variableMetadata)[1:2] = c("name","mz/rt"); variableMetadata = RTSecondToMinute(variableMetadata, convertRTMinute) variableMetadata = formatIonIdentifiers(variableMetadata, numDigitsRT=numDigitsRT, numDigitsMZ=numDigitsMZ) #If the user want to keep only the metabolites which match a difference if(keep_meta){ variableMetadata=variableMetadata[variableMetadata[,c(mode)]!="",] } #Write the output into a tsv file write.table(variableMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=variableMetadataOutput) return(variableMetadata); } # 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,",")) 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) } 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"] #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) }