Mercurial > repos > xuebing > sharplabtool
diff tools/mytools/align2database.py @ 0:9071e359b9a3
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author | xuebing |
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date | Fri, 09 Mar 2012 19:37:19 -0500 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/tools/mytools/align2database.py Fri Mar 09 19:37:19 2012 -0500 @@ -0,0 +1,104 @@ +''' +align mulitple bed to one bed +python align_multiple.py hmChIP_mm9_peak_bed/mm9-GSE19999_PolII_P25_all.cod.bed hmChIP_mm9_peak_bed/ test.txt test.pdf 100 5000 +''' + +import os,sys,random +def main(): + queryfile = sys.argv[1] + inpath = sys.argv[2] + outputdata = sys.argv[3] + outputerr = sys.argv[4] + barplotpdf = sys.argv[5] + min_feat = sys.argv[6] # min features overlap + windowsize = sys.argv[7] + anchor = sys.argv[8] + span = sys.argv[9] # loess smooth parameter + + inpath = inpath.rstrip('/') + #os.system('rm '+inpath+'/*tmp*') + + infiles = os.listdir(inpath) + + #print len(infiles),' files\n' + i = 0 + for infile in infiles: + if 'tmp' in infile: + #os.system('rm '+inpath+'/'+infile) + continue + i = i +1 + print i,infile + output = infile.split('/')[-1]+'-to-'+queryfile.split('/')[-1]#'.summary' + if anchor == 'database': + command = 'python /Users/xuebing/galaxy-dist/tools/mytools/alignr.py -b '+inpath+'/'+infile+' -a '+queryfile+' -o '+output+' --summary-only -q -w '+windowsize + else: + command = 'python /Users/xuebing/galaxy-dist/tools/mytools/alignr.py -a '+inpath+'/'+infile+' -b '+queryfile+' -o '+output+' --summary-only -q -w '+windowsize + #print command+'\n' + os.system(command) + print 'start visualization...' + # visualize + rscriptfile = 'f-'+str(random.random())+'.r' + r = open(rscriptfile,'w') + r.write("files <- dir('.','summary',full.name=T)\n") + #r.write("print(files)\n") + r.write("x <- read.table(files[1])\n") + r.write("err <- read.table(gsub('summary','standarderror',files[1]))\n") + r.write("for (filename in files[2:length(files)]){\n") + r.write(" x <- rbind(x,read.table(filename))\n") + r.write(" err <- rbind(err,read.table(gsub('summary','standarderror',filename)))\n") + r.write("}\n") + r.write("x <- x[x[,2] > "+min_feat+",]\n") + r.write("err <- err[err[,2] > "+min_feat+",]\n") + r.write("name <- as.character(x[,1])\n") + r.write("nfeat <- x[,2]\n") + r.write("x <- x[,3:ncol(x)]\n") + r.write("err <- err[,3:ncol(err)]\n") + r.write("for (i in 1:nrow(x)) {\n") + r.write(" name[i] <- strsplit(name[i],'-to-')[[1]][1]\n") + r.write("}\n") + # remove rows that have no variation, which cause problem in heatmap. This is the case when align to itself + r.write("toremove <- seq(nrow(x))\n") + r.write("for (i in 1:nrow(x)){\n") + r.write(" toremove[i] <- all(x[i,] == x[i,1])\n") + r.write("}\n") + r.write("x <- x[!toremove,]\n") + r.write("err <- err[!toremove,]\n") + r.write("name <- name[!toremove]\n") + r.write("nfeat <- nfeat[!toremove]\n") + r.write("write.table(cbind(name,nfeat,x),file='"+outputdata+"',sep ='\\t',quote=F,row.names=F,col.names=F)\n") + r.write("write.table(cbind(name,nfeat,err),file='"+outputerr+"',sep ='\\t',quote=F,row.names=F,col.names=F)\n") + + r.write("pdf('"+barplotpdf+"')\n") + r.write("heatmap(t(scale(t(as.matrix(x,nc=ncol(x))))),Colv=NA,labRow=name,labCol=NA,margins=c(1,8),cexRow=0.02+1/log(nrow(x)),col=heat.colors(1000))\n") + + if windowsize != '0' : + r.write("xticks <- seq(-"+windowsize+","+windowsize+",length.out=100)\n") + r.write("xlab <- 'relative position (bp)'\n") + else: + r.write("xticks <- seq(100)\n") + r.write("xlab <- 'relative position (bin)'\n") + + #r.write("plot(xticks,colSums(t(scale(t(as.matrix(x,nc=ncol(x)))))),xlab='relative position (bp)',type='l',lwd=2,main='total signal')\n") + r.write("for (i in 1:nrow(x)) {\n") + r.write(" avg <- x[i,]/nfeat[i]\n") + #r.write(" maxv <- max(avg)\n") + #r.write(" minv <- min(avg)\n") + #r.write(" medv <- median(avg)\n") + #r.write(" if (maxv < "+fold+"*medv | minv*"+fold+">medv){next}\n") + #smooth + if float(span) >= 0.1: + r.write(" avg = loess(as.numeric(avg)~xticks,span="+span+")$fitted\n") + r.write(" err[i,] = loess(as.numeric(err[i,])~xticks,span="+span+")$fitted\n") + r.write(" par(cex=1.5)\n") + r.write(" plot(xticks,avg,ylab='average coverage',main=paste(name[i],'\n n=',nfeat[i],sep=''),xlab=xlab,type='l',lwd=1,ylim=c(min(avg-err[i,]),max(avg+err[i,])))\n") + r.write(" polygon(c(xticks,rev(xticks)),c(avg+err[i,],rev(avg-err[i,])),col='slateblue1',border=NA)\n") + r.write(" lines(xticks,avg,type='l',lwd=1)\n") + r.write("}\n") + r.write("dev.off()\n") + r.close() + os.system("R --vanilla < "+rscriptfile) + os.system('rm '+rscriptfile) + os.system('rm *.summary') + os.system('rm *.standarderror') + +main()