comparison RScript.r @ 3:e1aa99d86a8a draft

Uploaded
author davidvanzessen
date Mon, 09 Dec 2013 07:13:51 -0500
parents d2b3bcabb478
children 8ba0fd5b03a1
comparison
equal deleted inserted replaced
2:1c5927d0a4ce 3:e1aa99d86a8a
229 if("Replicate" %in% colnames(test)) 229 if("Replicate" %in% colnames(test))
230 { 230 {
231 clonalityFrame = PROD 231 clonalityFrame = PROD
232 clonalityFrame$ReplicateConcat = do.call(paste, c(clonalityFrame[c("VDJCDR3", "Sample", "Replicate")], sep = ":")) 232 clonalityFrame$ReplicateConcat = do.call(paste, c(clonalityFrame[c("VDJCDR3", "Sample", "Replicate")], sep = ":"))
233 clonalityFrame = clonalityFrame[!duplicated(clonalityFrame$ReplicateConcat), ] 233 clonalityFrame = clonalityFrame[!duplicated(clonalityFrame$ReplicateConcat), ]
234
235 write.table(clonalityFrame, "clonalityComplete.tsv", sep="\t",quote=F,row.names=T,col.names=T)
236
237 ClonalitySampleReplicatePrint <- function(dat){
238 write.table(dat, paste("clonality_", unique(dat$Sample) , "_", unique(dat$Replicate), ".tsv", sep=""), sep="\t",quote=F,row.names=T,col.names=T)
239 }
240
241 clonalityFrameSplit = split(clonalityFrame, f=clonalityFrame[,c("Sample", "Replicate")])
242 lapply(clonalityFrameSplit, FUN=ClonalitySampleReplicatePrint)
243
244 ClonalitySamplePrint <- function(dat){
245 write.table(dat, paste("clonality_", unique(dat$Sample) , ".tsv", sep=""), sep="\t",quote=F,row.names=T,col.names=T)
246 }
247
248 clonalityFrameSplit = split(clonalityFrame, f=clonalityFrame[,"Sample"])
249 lapply(clonalityFrameSplit, FUN=ClonalitySamplePrint)
250
234 clonalFreq = data.frame(data.table(clonalityFrame)[, list(Type=.N), by=c("Sample", "VDJCDR3")]) 251 clonalFreq = data.frame(data.table(clonalityFrame)[, list(Type=.N), by=c("Sample", "VDJCDR3")])
235 clonalFreqCount = data.frame(data.table(clonalFreq)[, list(Count=.N), by=c("Sample", "Type")]) 252 clonalFreqCount = data.frame(data.table(clonalFreq)[, list(Count=.N), by=c("Sample", "Type")])
236 clonalFreqCount$realCount = clonalFreqCount$Type * clonalFreqCount$Count 253 clonalFreqCount$realCount = clonalFreqCount$Type * clonalFreqCount$Count
237 clonalSum = data.frame(data.table(clonalFreqCount)[, list(Reads=sum(realCount)), by=c("Sample")]) 254 clonalSum = data.frame(data.table(clonalFreqCount)[, list(Reads=sum(realCount)), by=c("Sample")])
238 clonalFreqCount = merge(clonalFreqCount, clonalSum, by.x="Sample", by.y="Sample") 255 clonalFreqCount = merge(clonalFreqCount, clonalSum, by.x="Sample", by.y="Sample")