Mercurial > repos > sblanck > mpagenomics_normalize
diff segmentation.R @ 5:b7f3854e08f8
Adding all tools
author | blanck |
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date | Wed, 29 Apr 2015 09:55:41 +0200 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/segmentation.R Wed Apr 29 09:55:41 2015 +0200 @@ -0,0 +1,81 @@ +args<-commandArgs(TRUE) + +input=args[1] +tmp_dir=args[2] +nbcall=as.numeric(args[3]) +cellularity=as.numeric(args[4]) +output=args[5] +method=args[6] +userId=args[7] +signalType=args[8] + +library(MPAgenomics) +workdir=file.path(tmp_dir, "mpagenomics",userId) +setwd(workdir) + +CN=read.table(input,header=TRUE) +uniqueChr=unique(CN$chromosome) +drops=c("chromosome","position","probeName") +CNsignal=CN[,!(names(CN)%in% drops),drop=FALSE] + +samples=names(CNsignal) + +if (signalType=="CN") +{ + +result=data.frame(sampleNames=character(0),chrom=character(0),chromStart=numeric(0),chromEnd=numeric(0),probes=numeric(0),means=numeric(0),calls=character(0),stringsAsFactors=FALSE) + +for (chr in uniqueChr) +{ +currentSubset=subset(CN, chromosome==chr) +currentPositions=currentSubset["position"] +for (sample in samples) + { + currentSignal=currentSubset[sample] + if (length(which(!is.na(unlist(currentSignal))))>1) + { + currentSeg=segmentation(signal=unlist(currentSignal),position=unlist(currentPositions),method=method) + callobj= callingObject(copynumber=currentSeg$signal, segmented=currentSeg$segmented,chromosome=rep(chr,length(currentSeg$signal)), position=currentSeg$startPos,sampleNames=sample) + currentCall=callingProcess(callobj,nclass=nbcall,cellularity=cellularity,verbose=TRUE) + currentResult=currentCall$segment + currentResult["sampleNames"]=c(rep(sample,length(currentCall$segment$chrom))) + result=rbind(result,currentResult) + } + } +} +finalResult=data.frame(sampleNames=result["sampleNames"],chrom=result["chrom"],chromStart=result["chromStart"],chromEnd=result["chromEnd"],probes=result["probes"],means=result["means"],calls=result["calls"],stringsAsFactors=FALSE) +sink(output) +print(format(finalResult)) +sink() +#write.table(finalResult,output,row.names = FALSE, quote=FALSE, sep = "\t") +} else { + result=data.frame(sampleNames=character(0),chrom=character(0),start=numeric(0),end=numeric(0),points=numeric(0),means=numeric(0),stringsAsFactors=FALSE) + + for (chr in uniqueChr) + { + cat(paste0("chromosome ",chr,"\n")) + currentSubset=subset(CN, chromosome==chr) + currentPositions=currentSubset["position"] + for (sample in samples) + { + cat(paste0(" sample ",sample,"...")) + currentSignal=currentSubset[sample] + if (length(which(!is.na(unlist(currentSignal))))>1) + { + currentSeg=segmentation(signal=unlist(currentSignal),position=unlist(currentPositions),method=method) + currentResult=currentSeg$segment + currentResult["chrom"]=c(rep(chr,length(currentSeg$segment$means))) + currentResult["sampleNames"]=c(rep(sample,length(currentSeg$segment$means))) + result=rbind(result,currentResult) + + } + cat(paste0("OK\n")) + } + } + finalResult=data.frame(sampleNames=result["sampleNames"],chrom=result["chrom"],chromStart=result["start"],chromEnd=result["end"],probes=result["points"],means=result["means"],stringsAsFactors=FALSE) + sink(output) + print(format(finalResult)) + sink() + #write.table(finalResult,output,row.names = FALSE, quote=FALSE, sep = "\t") +} +