# HG changeset patch # User jeremyjliu # Date 1431830126 14400 # Node ID cab2db9d058b0100f3ac85aa24461f69ef2b2afe # Parent 2538677b6004d406e9b8349001950ad900a49c25 Uploaded diff -r 2538677b6004 -r cab2db9d058b motif_databases.loc.sample --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/motif_databases.loc.sample Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,9 @@ +# This file lists the locations and values of all the motif databases bgz +# and tbi files. This file has the format (white space characters are TAB +# characters) +# +# +# So, motif_databases.loc could look something like this: +# +# test_bgz Test Pouya Subset (hg19) BGZ //tool-data/motifs/pouya_test_motifs.bed.bgz +# test_tbi Test Pouya Subset (hg19) TBI //tool-data/motifs/pouya_test_motifs.bed.bgz.tbi diff -r 2538677b6004 -r cab2db9d058b plotting.r --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/plotting.r Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,815 @@ +library(graphics, quietly=TRUE) + +plot.verbose=F +name.cleaner<-function(...,sep="",replace="_") { + plot.name=gsub(" ",replace,paste(...,sep=sep)) + plot.name=gsub("/",replace,plot.name) + plot.name=gsub(",",replace,plot.name) + plot.name=gsub("'",replace,plot.name) + plot.name=gsub("\\+","plus",plot.name) + plot.name=gsub("\\(","",plot.name) + plot.name=gsub("\\)","",plot.name) + return(plot.name) +} +plot.namer <- function(..., date=0, fig.dir=0, format="png",sep="") { + plot.name=name.cleaner(...,sep=sep) + if(date==0) date=gsub("-","",as.character(Sys.Date())) + if(fig.dir==0) fig.dir="/Users/alver/allplots" + plot.name=paste(fig.dir,"/",date,plot.name,".",format,sep="") + if(plot.verbose) cat(" saving figure: ",plot.name,"\n") + return(plot.name) +} + +plot.scatter <- function(x,y=NULL,f=0.1,same=FALSE,n.points=-1,draw.lowess=FALSE,write.r=TRUE,cex.r=1,col=NULL,col.line=NULL,lwd.line=1, + draw.loess=FALSE,span=0.5,bandwidth=bandwidth,draw.prof=FALSE,xlog=FALSE,ylog=FALSE,cor.method="pearson",log="",ind=NULL, + draw.spread=FALSE,...) { + + ## if col is the same length as x, use col for each point matching x. + ## if col is the same length as ind, use col for each point matching x[ind]. + ## else use densCols function based on col. + ## if col is null, densCols is used with bluetone for first plot and redtone for same=T. + + #print(length(x)) + #print(length(y)) + + xy <- xy.coords(x, y) + x=xy$x + y=xy$y + + output=list() + col.use = col + + if(!is.null(ind)) { + if(length(col.use)==length(x)) { + col.use=col.use[ind] + } + x=x[ind] + y=y[ind] + } + + if(length(col.use)!=length(x)) { + col.use=rep(NA,length(x)) + } + + + take=which(is.finite(x) & is.finite(y)) + x=x[take] + y=y[take] + col.use=col.use[take] + + if(grepl("x",log)) xlog=TRUE + if(grepl("y",log)) ylog=TRUE + if(xlog) log="x" + if(ylog) log=paste(log,"y",sep="") + + if(draw.lowess) { + lo = lowess(x,y,f) + output$lowess=lo + } + if(draw.loess | draw.spread) { + px=x;py=y + if(xlog) px=log(x) + if(ylog) py=log(y) + ind = which(is.finite(px+py)) + px=px[ind] + py=py[ind] + lo = loess(py ~ px,span=span,iterations=5) + lo.y=as.numeric(lo$fitted) + lo.x=as.numeric(lo$x) + if(draw.spread) lo.sd = loess((lo.y-py)^2 ~ lo.x,span=span*1.5,iterations=5) + if(xlog) lo.x=exp(lo.x) + if(ylog) lo.y=exp(lo.y) + lo =data.frame(x=lo.x,y=lo.y) + if(draw.spread) { + lo.sd=lo.sd$fitted + if(ylog) lo.sd=lo.sd*lo.y*lo.y + lo$sd=sqrt(pmax(0,lo.sd)) + } + lo=unique(lo) + lo = lo[order(lo$x),] + output$loess=lo + } + + if(draw.prof) { + px=x;py=y + if(xlog) px=log(x) + p=prof(px,py,50) + if(xlog) p$x=exp(p$x) + output$prof=p + } + + r=cor(x,y,method=cor.method) + output$cor=r + output$cor.method=cor.method + + len=length(x) + if(n.points>0 & n.points0) + x=x[ind] + y=y[ind] + col.use=col.use[ind] + } + xcol=x + if(xlog) xcol=log(xcol) + if(ylog) { + ind = which(y>0) + x=x[ind] + xcol=xcol[ind] + y=y[ind] + col.use=col.use[ind] + } + ycol=y + if(ylog) ycol=log(ycol) + + if(is.null(col)) { + if(!same) { + col=colorRampPalette(blues9[-(1:3)]) + } else { + col=colorRampPalette(c("lightpink","red","darkred")) + } + } + if(!is.na(col.use[1])) { + col=col.use + } else { + col= suppressPackageStartupMessages(densCols(xcol,ycol,col =col,bandwidth=bandwidth,nbin=500)) + } + if(!same) { + plot(x,y,col=col,log=log,...) + } else { + points(x,y,col=col,...) + } + + if(is.null(col.line)) { + col.line="darkblue" + if(same) col.line="darkred" + } + if(draw.lowess | draw.loess) lines(lo,col=col.line,lwd=lwd.line) + if(draw.spread) { + lines(lo$x,lo$y+lo$sd,col=col.line,lwd=lwd.line) + lines(lo$x,lo$y-lo$sd,col=col.line,lwd=lwd.line) + } + if(draw.prof) { + points(p) + plot.prof(p) + } + if(write.r & !same) mtext(paste("r=",round(r,3),sep=""),cex=cex.r) + return(invisible(output)) +} + +#color.int=c(144,586,465,257,490,100,74,24) +#coli=1 +#cols = integer() +colramp.bwr = vector() +colramp.byr = vector() +colramp.bw = vector() +colramp.bw2 = vector() + +plot.save=F + +setup.plotting <- function() { + pdf.options(useDingbats = FALSE) +# cols<<-colors()[color.int] +# cols<<-rep(cols,100) + colramp.bwr <<- colorRampPalette(c("blue","white","red"),space="Lab")(100); + colramp.byr <<- colorRampPalette(c("blue","yellow","red"),space="Lab")(100); + colramp.bw <<- colorRampPalette(c("white","black"),space="Lab")(100) + colramp.bw2 <<- colorRampPalette(c("grey92","grey5"),space="Lab")(100) +} + + +plot.cluster <- function(x,k, max.points.cl=-1, image.sep=-1,col=NULL, reorder=FALSE) { + x[which(is.na(x))]=0 + if(reorder) { + o=hclust(dist(t(x)))$order + x=x[,o] + } + if(image.sep<0) { + if(max.points.cl>0) { + image.sep=ceiling(0.2*max.points.cl) + } else { + image.sep=ceiling(0.2 * nrow(x) / nrow(k$centers)) + } + } + + distances<-dist(k$centers) + hcl=hclust(distances) + + adjust.branch.sep <-function(ddr,lengths) { + assign.branch.sep <- function(d,i.leaf) { + if(is.leaf(d)) { + attr(d,"members")<-lengths[i.leaf] + i.leaf=i.leaf+1 + output=list(d=d,i.leaf=i.leaf) + return(output) + } + else{ + input=assign.branch.sep(d[[1]],i.leaf) + i.leaf=input$i.leaf + d[[1]]=input$d + + input=assign.branch.sep(d[[2]],i.leaf) + i.leaf=input$i.leaf + d[[2]]=input$d + + attr(d,"members")<-attr(d[[1]],"members")+attr(d[[2]],"members") + output=list(d=d,i.leaf=i.leaf) + return(output) + } + } + ddr<-as.dendrogram(ddr) + ddr=assign.branch.sep(ddr,1)$d + return(ddr) + } + + n.points.actual=k$size + if(max.points.cl>0) { + k$size[which(k$size>max.points.cl)] = max.points.cl +} + + ddr<-adjust.branch.sep(hcl,k$size[hcl$order]+image.sep) + centers=length(hcl$order) + + n.points=sum(k$size) + n.dims=ncol(x) + z=matrix(numeric((n.points+(centers-1)*image.sep)*n.dims),ncol=n.dims) + + + last.row=0 + cluster.y.pos=numeric(centers) + for(i.c in hcl$order) { + n.p=k$size[i.c] + z[last.row+1:n.p,] = x[which(k$cluster==i.c)[1:n.p],] + cluster.y.pos[i.c]=last.row+n.p/2 + last.row=last.row+n.p+image.sep + } + + zlim=c(0,max(z)) + if(min(z)<0) { + m=max(c(z,-z)) + zlim=c(-m,m) + } + if(is.null(col)) { + if(min(z)>=0) { + col= colramp.bw + } else { + col= colorRampPalette(c("blue","yellow","red"),space="Lab")(100); + } + } + x.pl=seq1(n.dims+1)-0.5 + y.pl=seq1(nrow(z)+1)-0.5 + l <- layout(matrix(1:2,ncol=2),widths=c(1,5)) + par(mar = c(6,0.5,6,0)) + my.plot.dendrogram(ddr,horiz=T,axes=F,yaxs="i",xaxs="i",leaflab="none",center=T,lwd=10) + par(mar = c(6,0.1,6,2.1)) + image(x=x.pl,y=y.pl,z=t(z),zlim=zlim,axes=FALSE,xlab="",col=col) + mtext("cluster",side=4,adj=1.1) + mtext("points",side=4,adj=1.1,line=1) + mtext(seq1(centers),side=4,at=cluster.y.pos) + mtext(n.points.actual,side=4,at=cluster.y.pos,line=1) + + if(!is.null(dimnames(x)[[2]])) { + mtext(dimnames(x)[[2]],side=1,at=seq1(n.dims),las=2) + } +} + +plot.cluster2 <- function(k, n.clusters=-1, n.clusters.per.panel=4, cols=c("black","red","blue","darkgreen","orange"),f=0,xshift=0,...) { + if(n.clusters<=0) n.clusters=nrow(k$centers) + + n.elements=as.numeric(unlist(lapply(seq1(n.clusters), function(cl) length(which(abs(k$cluster)==cl))))) + + distances<-dist(k$centers) + n.panels = ceiling(n.clusters/n.clusters.per.panel) + n.rows=ceiling(sqrt(n.panels)) + n.cols=ceiling(n.panels/n.rows) + n.panels.layout=n.rows*n.cols + + layout(matrix(seq1(n.panels.layout),nrow=n.rows,byrow=TRUE)) + + min=min(k$centers) + max=max(k$centers) + + if(f>0) { + for(i.cluster in seq1(n.clusters)) { + k$centers[i.cluster,]=lowess(k$centers[i.cluster,],f=f)$y + } + } + + ## hcl=hclust(distances) + hcl=list() + hcl$order=1:n.clusters + + for(i.cluster in seq1(n.clusters)) { + if(i.cluster %% n.clusters.per.panel == 1 ) { + clusters.of.panel=i.cluster:(i.cluster+n.clusters.per.panel-1) + clusters.of.panel=clusters.of.panel[which(clusters.of.panel<=n.clusters)] + clusters.of.panel=hcl$order[clusters.of.panel] + plot(c(0,length(k$centers[1,]))+xshift,c(min,max),type="n",...) + mtext(paste(clusters.of.panel," (",n.elements[clusters.of.panel],")",sep=""),line=length(clusters.of.panel)-seq1(length(clusters.of.panel)),col=cols[seq1(length(clusters.of.panel)) %% n.clusters.per.panel+1] ) + } + # lines(k$centers[hcl$order[i.cluster],],col=cols[i.cluster %% n.clusters.per.panel+1]) + lines(seq1(length(k$centers[1,]))+xshift,k$centers[hcl$order[i.cluster],],col=cols[i.cluster %% n.clusters.per.panel+1]) + } +} + +my.colors <- function(n) { + few.colors=c("black","red","blue","green3","mediumorchid3","gold2","darkcyan","sienna2") + if(n<=length(few.colors)) return(few.colors [seq1(n)]) + col=integer(n) + n.families=7 + n.members=ceiling(n/n.families) + for(i in seq1(n)) { + member=ceiling(i/n.families) + ratio=(member-1)/(n.members-1) + c2=0+0.8*ratio + if(member %% 2 == 1) ratio=-ratio + c1=0.8-0.2*ratio + c3=0.75-0.2*ratio + if(i %% n.families == 1) {col[i]=rgb(c2,c2,c2)} + if(i %% n.families == 2) {col[i]=rgb(c1,c1/2,c1/2)} + if(i %% n.families == 3) {col[i]=rgb(c1/2,0.9*c1,c1/2)} + if(i %% n.families == 4) {col[i]=rgb(c1/2,c1/2,c1)} + if(i %% n.families == 5) {col[i]=rgb(c3,c3,c3/2)} + if(i %% n.families == 6) {col[i]=rgb(c3,c3/2,c3)} + if(i %% n.families == 0) {col[i]=rgb(c3/2,c3,c3)} + } + return(col) +} + +plot.my.colors <-function(n) { + x11() + col=my.colors(n) + plot(x=c(0,n),y=c(0,1),type="n") + segments(seq1(n)-1,runif(n),seq1(n),runif(n),col=col) +} + + +plot.colors <-function() { + x11(width=10,height=10) + plot(c(0,26),c(0,26),type="n") + c=colors() + n=length(c) + i=1:n + x=i%%26 + y=floor(i/26) + rect(x,y,x+1,y+1,col=c[i],border=c[i]) + text(x+0.5,y+0.5,i) +} + + +adjust.branch.sep <-function(ddr,lengths) { + assign.branch.sep <- function(d,i.leaf) { + if(is.leaf(d)) { + attr(d,"members")<-lengths[i.leaf] + i.leaf=i.leaf+1 + output=list(d=d,i.leaf=i.leaf) + return(output) + } + else{ + input=assign.branch.sep(d[[1]],i.leaf) + i.leaf=input$i.leaf + d[[1]]=input$d + + input=assign.branch.sep(d[[2]],i.leaf) + i.leaf=input$i.leaf + d[[2]]=input$d + + attr(d,"members")<-attr(d[[1]],"members")+attr(d[[2]],"members") + output=list(d=d,i.leaf=i.leaf) + return(output) + } + } + ddr<-as.dendrogram(ddr) + ddr=assign.branch.sep(ddr,1)$d + return(ddr) +} +t.dhcol <- function(dr,h,cols=c(1)) { + # check child heights + if(attr(dr[[1]],"height") xTop=", formatC(xTop, wid=8),"\n", sep="") + } + + Xtract <- function(nam, L, default, indx) + rep(if(nam %in% names(L)) L[[nam]] else default, + length.out = indx)[indx] + asTxt <- function(x) # to allow 'plotmath' labels: + if(is.character(x) || is.expression(x) || is.null(x)) x else as.character(x) + + i <- if(inner || hasP) 1 else 2 # only 1 node specific par + + if(!is.null(nPar)) { ## draw this node + pch <- Xtract("pch", nPar, default = 1:2, i) + cex <- Xtract("cex", nPar, default = c(1,1), i) + col <- Xtract("col", nPar, default = par("col"), i) + bg <- Xtract("bg", nPar, default = par("bg"), i) + points(if (horiz) cbind(yTop, xTop) else cbind(xTop, yTop), + pch = pch, bg = bg, col = col, cex = cex) + } + + if(leaflab == "textlike") + p.col <- Xtract("p.col", nPar, default = "white", i) + lab.col <- Xtract("lab.col", nPar, default = par("col"), i) + lab.cex <- Xtract("lab.cex", nPar, default = c(1,1), i) + lab.font <- Xtract("lab.font", nPar, default = par("font"), i) + if (is.leaf(subtree)) { + ## label leaf + if (leaflab == "perpendicular") { # somewhat like plot.hclust + if(horiz) { + X <- yTop + dLeaf * lab.cex + Y <- xTop; srt <- 0; adj <- c(0, 0.5) + } + else { + Y <- yTop - dLeaf * lab.cex + X <- xTop; srt <- 90; adj <- 1 + } + nodeText <- asTxt(attr(subtree,"label")) + text(X, Y, nodeText, xpd = TRUE, srt = srt, adj = adj, + cex = lab.cex, col = lab.col, font = lab.font) + } + } + else if (inner) { + segmentsHV <- function(x0, y0, x1, y1) { + if (horiz) + segments(y0, x0, y1, x1, col = col, lty = lty, lwd = lwd) + else segments(x0, y0, x1, y1, col = col, lty = lty, lwd = lwd) + } + for (k in 1:length(subtree)) { + child <- subtree[[k]] + ## draw lines to the children and draw them recursively + yBot <- attr(child, "height") + if (getOption("verbose")) cat("ch.", k, "@ h=", yBot, "; ") + if (is.null(yBot)) + yBot <- 0 + xBot <- + if (center) mean(bx$limit[k:(k + 1)]) + else bx$limit[k] + .my.midDend(child) + + hasE <- !is.null(ePar <- attr(child, "edgePar")) + if (!hasE) + ePar <- edgePar + i <- if (!is.leaf(child) || hasE) 1 else 2 + ## define line attributes for segmentsHV(): + col <- Xtract("col", ePar, default = par("col"), i) + lty <- Xtract("lty", ePar, default = par("lty"), i) + lwd <- Xtract("lwd", ePar, default = par("lwd"), i) + if (type == "triangle") { + segmentsHV(xTop, yTop, xBot, yBot) + } + else { # rectangle + segmentsHV(xTop,yTop, xBot,yTop)# h + segmentsHV(xBot,yTop, xBot,yBot)# v + } + vln <- NULL + if (is.leaf(child) && leaflab == "textlike") { + nodeText <- asTxt(attr(child,"label")) + if(getOption("verbose")) + cat('-- with "label"',format(nodeText)) + hln <- 0.6 * strwidth(nodeText, cex = lab.cex)/2 + vln <- 1.5 * strheight(nodeText, cex = lab.cex)/2 + rect(xBot - hln, yBot, + xBot + hln, yBot + 2 * vln, col = p.col) + text(xBot, yBot + vln, nodeText, xpd = TRUE, + cex = lab.cex, col = lab.col, font = lab.font) + } + if (!is.null(attr(child, "edgetext"))) { + edgeText <- asTxt(attr(child, "edgetext")) + if(getOption("verbose")) + cat('-- with "edgetext"',format(edgeText)) + if (!is.null(vln)) { + mx <- + if(type == "triangle") + (xTop+ xBot+ ((xTop - xBot)/(yTop - yBot)) * vln)/2 + else xBot + my <- (yTop + yBot + 2 * vln)/2 + } + else { + mx <- if(type == "triangle") (xTop + xBot)/2 else xBot + my <- (yTop + yBot)/2 + } + ## Both for "triangle" and "rectangle" : Diamond + Text + + p.col <- Xtract("p.col", ePar, default = "white", i) + p.border <- Xtract("p.border", ePar, default = par("fg"), i) + ## edge label pars: defaults from the segments pars + p.lwd <- Xtract("p.lwd", ePar, default = lwd, i) + p.lty <- Xtract("p.lty", ePar, default = lty, i) + t.col <- Xtract("t.col", ePar, default = col, i) + t.cex <- Xtract("t.cex", ePar, default = 1, i) + t.font<- Xtract("t.font",ePar, default= par("font"), i) + t.shift <- Xtract("t.shift", ePar, default = 0.01, i) + + vlm <- strheight(c(edgeText,"h"), cex = t.cex)/2 + hlm <- strwidth (c(edgeText,"m"), cex = t.cex)/2 + hl3 <- c(hlm[1], hlm[1] + hlm[2], hlm[1]) + #polygon(mx+ c(-hl3, hl3), my + sum(vlm)*c(-1:1,1:-1), + # col = p.col, border= p.border, lty = p.lty, lwd = p.lwd) + #text(mx, my, edgeText, cex = t.cex, col = t.col, font = t.font) + if(horiz) { + text(my, mx+t.shift*abs(usrpar[3]-usrpar[4]), edgeText, cex = t.cex, col = t.col, font = t.font) + } else { + text(mx+t.shift*abs(usrpar[2]-usrpar[1]), my, edgeText, cex = t.cex, col = t.col, font = t.font) + } + } + my.plotNode(bx$limit[k], bx$limit[k + 1], subtree = child, + type, center, leaflab, dLeaf, nodePar, edgePar, horiz) + } + } +} + +my.plotNodeLimit <- function(x1, x2, subtree, center) +{ + ## get the left borders limit[k] of all children k=1..K, and + ## the handle point `x' for the edge connecting to the parent. + inner <- !is.leaf(subtree) && x1 != x2 + if(inner) { + K <- length(subtree) + mTop <- .my.memberDend(subtree) + limit <- integer(K) + xx1 <- x1 + for(k in 1:K) { + m <- .my.memberDend(subtree[[k]]) + ##if(is.null(m)) m <- 1 + xx1 <- xx1 + (if(center) (x2-x1) * m/mTop else m) + limit[k] <- xx1 + } + limit <- c(x1, limit) + } else { ## leaf + limit <- c(x1, x2) + } + mid <- attr(subtree, "midpoint") + center <- center || (inner && !is.numeric(mid)) + x <- if(center) mean(c(x1,x2)) else x1 + (if(inner) mid else 0) + list(x = x, limit = limit) +} + +.my.memberDend <- function(x) { + r <- attr(x,"x.member") + if(is.null(r)) { + r <- attr(x,"members") + if(is.null(r)) r <- 1:1 + } + r +} + +.my.midDend <- function(x) + if(is.null(mp <- attr(x, "midpoint"))) 0 else mp + + +## original Andy Liaw; modified RG, MM : +my.heatmap <- function (x, Rowv=NULL, Colv=if(symm)"Rowv" else NULL, + distfun = dist, hclustfun = hclust, + reorderfun = function(d,w) reorder(d,w), + add.expr, symm = FALSE, revC = identical(Colv, "Rowv"), + scale = c("row", "column", "none"), na.rm=TRUE, + margins = c(5, 5), ColSideColors, RowSideColors, + cexRow = 0.2 + 1/log10(nr), cexCol = 0.2 + 1/log10(nc), + labRow = NULL, labCol = NULL, main = NULL, xlab = NULL, ylab = NULL, + keep.dendro = FALSE, + verbose = getOption("verbose"), imageSize=4, imageVSize=imageSize,imageHSize=imageSize,lasCol=2, lasRow=2, respect=F, ...) +{ + scale <- if(symm && missing(scale)) "none" else match.arg(scale) + if(length(di <- dim(x)) != 2 || !is.numeric(x)) + stop("'x' must be a numeric matrix") + nr <- di[1] + nc <- di[2] + if(nr <= 1 || nc <= 1) + stop("'x' must have at least 2 rows and 2 columns") + if(!is.numeric(margins) || length(margins) != 2) + stop("'margins' must be a numeric vector of length 2") + + doRdend <- !identical(Rowv,NA) + doCdend <- !identical(Colv,NA) + ## by default order by row/col means + if(is.null(Rowv)) Rowv <- rowMeans(x, na.rm = na.rm) + if(is.null(Colv)) Colv <- colMeans(x, na.rm = na.rm) + + ## get the dendrograms and reordering indices + + if(doRdend) { + if(inherits(Rowv, "dendrogram")) + ddr <- Rowv + else { + hcr <- hclustfun(distfun(x)) + ddr <- as.dendrogram(hcr) + if(!is.logical(Rowv) || Rowv) + ddr <- reorderfun(ddr, Rowv) + } + if(nr != length(rowInd <- order.dendrogram(ddr))) + stop("row dendrogram ordering gave index of wrong length") + } + else rowInd <- 1:nr + + if(doCdend) { + if(inherits(Colv, "dendrogram")) + ddc <- Colv + else if(identical(Colv, "Rowv")) { + if(nr != nc) + stop('Colv = "Rowv" but nrow(x) != ncol(x)') + ddc <- ddr + } + else { + hcc <- hclustfun(distfun(if(symm)x else t(x))) + ddc <- as.dendrogram(hcc) + if(!is.logical(Colv) || Colv) + ddc <- reorderfun(ddc, Colv) + } + if(nc != length(colInd <- order.dendrogram(ddc))) + stop("column dendrogram ordering gave index of wrong length") + } + else colInd <- 1:nc + + ## reorder x + x <- x[rowInd, colInd] + + labRow <- + if(is.null(labRow)) + if(is.null(rownames(x))) (1:nr)[rowInd] else rownames(x) + else labRow[rowInd] + labCol <- + if(is.null(labCol)) + if(is.null(colnames(x))) (1:nc)[colInd] else colnames(x) + else labCol[colInd] + + if(scale == "row") { + x <- sweep(x, 1, rowMeans(x, na.rm = na.rm)) + sx <- apply(x, 1, sd, na.rm = na.rm) + x <- sweep(x, 1, sx, "/") + } + else if(scale == "column") { + x <- sweep(x, 2, colMeans(x, na.rm = na.rm)) + sx <- apply(x, 2, sd, na.rm = na.rm) + x <- sweep(x, 2, sx, "/") + } + + ## Calculate the plot layout + lmat <- rbind(c(NA, 3), 2:1) + lwid <- c(if(doRdend) 1 else 0.05, imageHSize) + lhei <- c((if(doCdend) 1 else 0.05) + if(!is.null(main)) 0.2 else 0, imageVSize) + if(!missing(ColSideColors)) { ## add middle row to layout + if(!is.character(ColSideColors) || length(ColSideColors) != nc) + stop("'ColSideColors' must be a character vector of length ncol(x)") + lmat <- rbind(lmat[1,]+1, c(NA,1), lmat[2,]+1) + lhei <- c(lhei[1], 0.2, lhei[2]) + } + if(!missing(RowSideColors)) { ## add middle column to layout + if(!is.character(RowSideColors) || length(RowSideColors) != nr) + stop("'RowSideColors' must be a character vector of length nrow(x)") + lmat <- cbind(lmat[,1]+1, c(rep(NA, nrow(lmat)-1), 1), lmat[,2]+1) + lwid <- c(lwid[1], 0.2, lwid[2]) + } + lmat[is.na(lmat)] <- 0 + if(verbose) { + cat("layout: widths = ", lwid, ", heights = ", lhei,"; lmat=\n") + print(lmat) + } + + ## Graphics `output' ----------------------- + + op <- par(no.readonly = TRUE) + on.exit(par(op)) + layout(lmat, widths = lwid, heights = lhei, respect = respect) + ## draw the side bars + if(!missing(RowSideColors)) { + par(mar = c(margins[1],0, 0,0.5)) + image(rbind(1:nr), col = RowSideColors[rowInd], axes = FALSE) + } + if(!missing(ColSideColors)) { + par(mar = c(0.5,0, 0,margins[2])) + image(cbind(1:nc), col = ColSideColors[colInd], axes = FALSE) + } + ## draw the main carpet + par(mar = c(margins[1], 0, 0, margins[2])) + if(!symm || scale != "none") + x <- t(x) + if(revC) { # x columns reversed + iy <- nr:1 + ddr <- rev(ddr) + x <- x[,iy] + } else iy <- 1:nr + + image(1:nc, 1:nr, x, xlim = 0.5+ c(0, nc), ylim = 0.5+ c(0, nr), + axes = FALSE, xlab = "", ylab = "", ...) + axis(1, 1:nc, labels= labCol, las= lasCol, line= -0.5, tick= 0, cex.axis= cexCol) + if(!is.null(xlab)) mtext(xlab, side = 1, line = margins[1] - 1.25) + axis(4, iy, labels= labRow, las= lasRow, line= -0.5, tick= 0, cex.axis= cexRow) + if(!is.null(ylab)) mtext(ylab, side = 4, line = margins[2] - 1.25,las=lasRow) + if (!missing(add.expr)) + eval(substitute(add.expr)) + + ## the two dendrograms : + par(mar = c(margins[1], 0, 0, 0)) + if(doRdend) + my.plot.dendrogram(ddr, horiz = TRUE, axes = FALSE, yaxs = "i", leaflab = "none") + else frame() + + par(mar = c(0, 0, if(!is.null(main)) 1 else 0, margins[2])) + if(doCdend) + my.plot.dendrogram(ddc, axes = FALSE, xaxs = "i", leaflab = "none") + else if(!is.null(main)) frame() + + ## title + if(!is.null(main)) title(main, cex.main = 1.5*op[["cex.main"]]) + + invisible(list(rowInd = rowInd, colInd = colInd, + Rowv = if(keep.dendro && doRdend) ddr, + Colv = if(keep.dendro && doCdend) ddc )) +} diff -r 2538677b6004 -r cab2db9d058b region_motif_compare.r --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/region_motif_compare.r Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,186 @@ +# Name: region_motif_compare.r +# Description: Reads in two count files and determines enriched and depleted +# motifs (or any location based feature) based on poisson tests and gc +# corrections. All enrichment ratios relative to overall count / gc ratios. +# Author: Jeremy liu +# Email: jeremy.liu@yale.edu +# Date: 15/02/11 +# Note: This script can be invoked with the following command +# R --slave --vanilla -f ./region_motif_compare.r --args +# +# is the directory where plotting.r is saved +# Dependencies: region_motif_data_manager, plotting.r, + +# Auxiliary function to concatenate multiple strings +concat <- function(...) { + input_list <- list(...) + return(paste(input_list, sep="", collapse="")) +} + +# Supress all warning messages to prevent Galaxy treating warnings as errors +options(warn=-1) + +# Set common and data directories +args <- commandArgs() +workingDir = args[7] +pwmFile = unlist(strsplit(args[8], ','))[1] # If duplicate entires, take first one + +# Set input and reference files +inTab1 = args[9] +inTab2 = args[10] +enrichTab = args[11] +depleteTab = args[12] +plotsPng = args[13] + +# Load dependencies +source(concat(workingDir, "/plotting.r")) + +# Auxiliary function to read in tab file and prepare the data +read_tsv <- function(file) { + data = read.table(file, sep="\t", stringsAsFactors=FALSE) + names(data)[names(data) == "V1"] = "motif" + names(data)[names(data) == "V2"] = "counts" + return(data) +} + +startTime = Sys.time() +cat("Running ... Started at:", format(startTime, "%a %b %d %X %Y"), "...\n") + +# Loading motif position weight matrix (pwm) file +cat("Loading motif postion weight matrices...\n") +lines = scan(pwmFile, what="character", sep="\n", quiet=TRUE) +indices = which(grepl("MOTIF", lines)) +names(indices) = lapply(indices, function(i) { + nameline = lines[i] + name = substr(nameline, 7, nchar(nameline)) + }) + +pwms = sapply(indices, function(i) { + infoline = unlist(strsplit(lines[i+1], " ")) + alength = as.numeric(infoline[4]) + width = as.numeric(infoline[6]) + subset = lines[(i+2):(i+2+width-1)] + motiflines = strsplit(subset, " ") + motif = t(do.call(rbind, motiflines)) + motif = apply(motif, 2, as.numeric) + }, simplify=FALSE, USE.NAMES=TRUE) + +# Loading input tab files +cat("Loading and reading input region motif count files...\n") +region1DF = read_tsv(inTab1) +region2DF = read_tsv(inTab2) +region1Counts = region1DF$counts +region2Counts = region2DF$counts +names(region1Counts) = region1DF$motif +names(region2Counts) = region2DF$motif + +# Processing count vectors to account for missing 0 count motifs, then sorting +cat("Performing 0 count correction and sorting...\n") +allNames = union(names(region1Counts), names(region2Counts)) +region1Diff = setdiff(allNames, names(region1Counts)) +region2Diff = setdiff(allNames, names(region2Counts)) +addCounts1 = rep(0, length(region1Diff)) +addCounts2 = rep(0, length(region2Diff)) +names(addCounts1) = region1Diff +names(addCounts2) = region2Diff +newCounts1 = append(region1Counts, addCounts1) +newCounts2 = append(region2Counts, addCounts2) +region1Counts = newCounts1[sort.int(names(newCounts1), index.return=TRUE)$ix] +region2Counts = newCounts2[sort.int(names(newCounts2), index.return=TRUE)$ix] + +# Generate gc content matrix +gc = sapply(pwms, function(i) mean(i[2:3,3:18])) + +# Apply poisson test, calculate p and q values, and filter significant results +cat("Applying poisson test...\n") +rValue = sum(region2Counts) / sum(region1Counts) +pValue = sapply(seq(along=region1Counts), function(i) { + poisson.test(c(region1Counts[i], region2Counts[i]), r=1/rValue)$p.value +}) +qValue = p.adjust(pValue, "fdr") +indices = which(qValue<0.1 & abs(log2(region1Counts/region2Counts/rValue))>log2(1.5)) + +# Setting up output diagnostic plots, 4 in 1 png image +png(plotsPng, width=800, height=800) +xlab = "region1_count" +ylab = "region2_count" +lim = c(0.5, 5000) +layout(matrix(1:4, ncol=2)) +par(mar=c(5, 5, 5, 1)) + +# Plot all motif counts along the linear correlation coefficient +plot.scatter(region1Counts+0.5, region2Counts+0.5, log="xy", xlab=xlab, ylab=ylab, + cex.lab=2.2, cex.axis=1.8, xlim=lim, ylim=lim*rValue) +abline(0, rValue, untf=T) +abline(0, rValue*2, untf=T, lty=2) +abline(0, rValue/2, untf=T, lty=2) + +# Plot enriched and depleted motifs in red, housed in second plot +plot.scatter(region1Counts+0.5, region2Counts+0.5, log="xy", xlab=xlab, ylab=ylab, + cex.lab=2.2, cex.axis=1.8, xlim=lim, ylim=lim*rValue) +points(region1Counts[indices]+0.5, region2Counts[indices]+0.5, col="red") +abline(0, rValue, untf=T) +abline(0, rValue*2, untf=T, lty=2) +abline(0, rValue/2, untf=T, lty=2) + +# Apply and plot gc correction and loess curve +cat("Applying gc correction, rerunning poisson test...\n") +ind = which(region1Counts>5) +gc = gc[names(region2Counts)] # Reorder the indices of pwms to match input data +lo = plot.scatter(gc,log2(region2Counts/region1Counts),draw.loess=T, + xlab="gc content of motif",ylab=paste("log2(",ylab,"/",xlab,")"), + cex.lab=2.2,cex.axis=1.8,ind=ind) # This function is in plotting.r +gcCorrection = 2^approx(lo$loess,xout=gc,rule=2)$y + +# Recalculate p and q values, and filter for significant entries +pValueGC = sapply(seq(along=region1Counts),function(i) { + poisson.test(c(region1Counts[i],region2Counts[i]),r=1/gcCorrection[i])$p.value +}) +qValueGC=p.adjust(pValueGC,"fdr") +indicesGC = which(qValueGC<0.1 & abs(log2(region1Counts/region2Counts*gcCorrection))>log2(1.5)) + +# Plot gc corrected motif counts +plot.scatter(region1Counts+0.5, (region2Counts+0.5)/gcCorrection, log="xy", + xlab=xlab, ylab=paste(ylab,"(normalized)"), cex.lab=2.2, cex.axis=1.8, + xlim=lim, ylim=lim) +points(region1Counts[indicesGC]+0.5, + (region2Counts[indicesGC]+0.5)/gcCorrection[indicesGC], col="red") +abline(0,1) +abline(0,1*2,untf=T,lty=2) +abline(0,1/2,untf=T,lty=2) + +# Trim results, compile statistics and output to file +# Only does so if significant results are computed +if(length(indicesGC) > 0) { + # Calculate expected counts and enrichment ratios + cat("Calculating statistics...\n") + nullExpect = region1Counts * gcCorrection + enrichment = region2Counts / nullExpect + + # Reorder selected indices in ascending pvalue + cat("Reordering by ascending pvalue...\n") + indicesReorder = indicesGC[order(pValueGC[indicesGC])] + + # Combine data into one data frame and output to two files + cat("Splitting and outputting data...\n") + outDF = data.frame(motif=names(pValueGC), p=as.numeric(pValueGC), q=qValueGC, + stringsAsFactors=F, region_1_count=region1Counts, + null_expectation=round(nullExpect,2), region_2_count=region2Counts, + enrichment=enrichment)[indicesReorder,] + names(outDF)[which(names(outDF)=="region_1_count")]=xlab + names(outDF)[which(names(outDF)=="region_2_count")]=ylab + indicesEnrich = which(outDF$enrichment>1) + indicesDeplete = which(outDF$enrichment<1) + outDF$enrichment = ifelse(outDF$enrichment>1, + round(outDF$enrichment,3), + paste("1/",round(1/outDF$enrichment,3))) + write.table(outDF[indicesEnrich,], file=enrichTab, quote=FALSE, + sep="\t", append=FALSE, row.names=FALSE, col.names=TRUE) + write.table(outDF[indicesDeplete,], file=depleteTab, quote=FALSE, + sep="\t", append=FALSE, row.names=FALSE, col.names=TRUE) +} + +# Catch display messages and output timing information +catchMessage = dev.off() +cat("Done. Job started at:", format(startTime, "%a %b %d %X %Y."), + "Job ended at:", format(Sys.time(), "%a %b %d %X %Y."), "\n") diff -r 2538677b6004 -r cab2db9d058b region_motif_compare.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/region_motif_compare.xml Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,44 @@ + + for comparing the motif counts in different region sets + + RMOTIF_PATH + + + region_motif_compare.r --args \$RMOTIF_PATH $pwm_file.fields.path $in_tab_1 $in_tab_2 + $out_enriched + $out_depleted + $out_plots + + + + + + + + + + + + + + + + + + + + + + + + + + + + + This tools reads in two counts file and determines enriched and depleted + motifs in two different region sets based on poisson calculation with + gc correction. + + + \ No newline at end of file diff -r 2538677b6004 -r cab2db9d058b region_motif_intersect.r --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/region_motif_intersect.r Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,88 @@ +# Name: region_motif_intersect.r +# Description: Takes a bed file of target regions and counts intersections +# of each motif (in separately installed tabix database) and target regions. +# Author: Jeremy Liu +# Email: jeremy.liu@yale.edu +# Date: 15/02/11 +# Note: This script can be invoked with the following command +# R --slave --vanilla -f ./region_motif_intersect.r --args +# Dependencies: region_motif_data_manager, Rsamtools + +# Auxiliary function to concatenate multiple strings +concat <- function(...) { + input_list <- list(...) + return(paste(input_list, sep="", collapse="")) +} + +# Retrive motif database path +args <- commandArgs() +motifDB_bgz = unlist(strsplit(args[7], ','))[1] # Handles duplicate entries in data table +motifDB_tbi = unlist(strsplit(args[8], ','))[1] # Just takes the first one + +# Set input and reference files, comment to toggle commmand line arguments +inBed = args[9] +outTab = args[10] + +# Auxiliary function to read in BED file +read_bed <- function(file) { + return(read.table(file, sep="\t", stringsAsFactors=FALSE)) +} + +startTime = Sys.time() +cat("Running ... Started at:", format(startTime, "%a %b %d %X %Y"), "...\n") + +# Load dependencies +cat("Loading dependencies...\n") +suppressPackageStartupMessages(library(Rsamtools, quietly=TRUE)) # NEED TO HANDLE INSTALLATION + +# Initializing hash table (as env) with motif names and loading tabix file +cat("Loading motif database and initializing hash table...\n") +motifTable = new.env() +motifTbx <- TabixFile(motifDB_bgz) + +# Loading input bed file, convert integer columns to numeric, name columns +cat("Loading region file...\n") +regionsDF = read_bed(inBed) +dfTemp = sapply(regionsDF, is.integer) +regionsDF[dfTemp] = lapply(regionsDF[dfTemp], as.numeric) +names(regionsDF)[names(regionsDF) == "V1"] = "chr" +names(regionsDF)[names(regionsDF) == "V2"] = "start" +names(regionsDF)[names(regionsDF) == "V3"] = "end" + +# Filtering regions to exclude chromosomes not in motif database +cat("Determining intersection counts...\n") +motifTbxChrs = seqnamesTabix(motifTbx) +regionsDFFilter = subset(regionsDF, chr %in% motifTbxChrs) + +# Loading regions into GRanges object and scanning motif tabix database +# Region end is incremented by 1 since scanTabix querying is inclusive for +# position start but exclusive for position end. +param = GRanges(regionsDFFilter$chr, IRanges(regionsDFFilter$start, + end=regionsDFFilter$end + 1)) +regionsIntersects = scanTabix(motifTbx, param=param) + +# Parsing result list and updating motif count hash table +cat("Parsing result list...\n") +for(regionIntersects in regionsIntersects) { + for(regionIntersect in strsplit(regionIntersects, " ")) { + intersectMotif = strsplit(regionIntersect, "\t")[[1]][4] + if(is.null(motifTable[[intersectMotif]])) { + motifTable[[intersectMotif]] = 1 + } else { + motifTable[[intersectMotif]] = motifTable[[intersectMotif]] + 1 + } + } +} + +# Converting motif count hash table to an integer vector for output +counts = integer(length = length(ls(motifTable))) +names(counts) = ls(motifTable) +for(motifName in ls(motifTable)) { + counts[motifName] = as.integer(motifTable[[motifName]]) +} + +# Outputting intersection counts to tab delineated file +cat("Outputting to file...\n") +write.table(counts, outTab, quote=FALSE, sep="\t", row.names=TRUE, col.names=FALSE) +cat("Done. Job started at:", format(startTime, "%a %b %d %X %Y."), + "Job ended at:", format(Sys.time(), "%a %b %d %X %Y."), "\n") diff -r 2538677b6004 -r cab2db9d058b region_motif_intersect.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/region_motif_intersect.xml Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,47 @@ + + for computing the motifs that lie inside a region set + + region_motif_intersect.r --args $bgz_file.fields.path $tbi_file.fields.path $in_bed $out_tab + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + This tool computes the motifs and the number of motifs that intersect + any region in a input set of regions. + + + \ No newline at end of file diff -r 2538677b6004 -r cab2db9d058b repository_dependencies.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/repository_dependencies.xml Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,4 @@ + + + + diff -r 2538677b6004 -r cab2db9d058b test-data/ENCFF002CJA.narrowPeak --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/ENCFF002CJA.narrowPeak Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,5473 @@ +chr9 129439041 129439399 . 1000 . 387.949249368388 -1 4.37311438120346 196 +chr11 92283662 92283923 . 1000 . 379.31868153692 -1 4.37311438120346 134 +chr6 92009376 92009658 . 1000 . 344.416413366755 -1 4.37311438120346 146 +chr16 9077536 9077828 . 1000 . 337.485094726747 -1 4.37311438120346 141 +chr7 157103058 157103313 . 1000 . 332.408892269792 -1 4.37311438120346 122 +chr2 149335745 149335997 . 1000 . 298.507146331354 -1 4.37311438120346 124 +chr2 45030052 45030295 . 1000 . 297.599439795846 -1 4.37311438120346 133 +chr20 55807184 55807446 . 1000 . 292.709229393885 -1 4.37311438120346 128 +chr6 31139711 31139982 . 1000 . 291.615265640317 -1 4.37311438120346 125 +chr15 71496031 71496283 . 1000 . 285.898693852219 -1 4.37311438120346 132 +chr12 130255896 130256146 . 1000 . 271.685447126894 -1 4.37311438120346 122 +chr14 42805182 42805428 . 1000 . 268.132598169287 -1 4.37311438120346 116 +chr1 203488575 203488821 . 1000 . 258.353900389313 -1 4.37311438120346 116 +chr20 50664961 50665240 . 1000 . 257.01626095809 -1 4.37311438120346 127 +chr6 114098222 114098512 . 1000 . 255.571828907133 -1 4.37311438120346 148 +chr11 97727752 97727972 . 1000 . 252.914456726711 -1 4.37311438120346 110 +chr11 120516471 120516755 . 1000 . 243.537225515711 -1 4.37311438120346 129 +chr5 58013560 58013802 . 1000 . 242.963322104136 -1 4.37311438120346 126 +chr16 72756525 72756788 . 1000 . 242.198436676044 -1 4.37311438120346 134 +chr14 59235755 59236078 . 1000 . 240.45076612792 -1 4.37311438120346 140 +chr6 130954133 130954361 . 1000 . 235.578138269749 -1 4.37311438120346 108 +chr5 5179811 5180042 . 1000 . 234.886800219836 -1 4.37311438120346 109 +chr6 37109362 37109605 . 1000 . 230.346646544747 -1 4.37311438120346 126 +chr9 38214492 38214736 . 1000 . 230.328688481709 -1 4.37311438120346 135 +chr17 17603674 17603951 . 1000 . 228.005198962983 -1 4.37311438120346 120 +chr18 24536935 24537182 . 1000 . 225.097081000669 -1 4.37311438120346 130 +chr4 130947417 130947669 . 1000 . 224.843301900541 -1 4.37311438120346 120 +chr19 5499198 5499445 . 1000 . 223.319115799681 -1 4.37311438120346 124 +chr6 92008352 92008618 . 1000 . 219.832119991069 -1 4.37311438120346 131 +chr4 87881045 87881272 . 1000 . 213.651286992622 -1 4.37311438120346 106 +chr2 85362132 85362385 . 1000 . 209.036273473302 -1 4.37311438120346 113 +chr17 26729455 26729675 . 1000 . 207.752669855802 -1 4.37311438120346 114 +chr10 21571056 21571283 . 1000 . 205.598059059343 -1 4.37311438120346 116 +chr11 100849281 100849475 . 1000 . 203.532094639673 -1 4.37311438120346 109 +chr13 28540104 28540465 . 1000 . 203.407625774622 -1 4.37311438120346 168 +chr4 28684560 28684793 . 1000 . 199.848706838701 -1 4.37311438120346 112 +chr1 214490011 214490212 . 1000 . 199.640135751109 -1 4.37311438120346 99 +chr6 147760338 147760610 . 1000 . 197.875326856522 -1 4.37311438120346 130 +chr7 41099128 41099356 . 1000 . 195.952773063061 -1 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19.3217002103805 -1 2.79844851482142 238 +chr5 10441614 10442090 . 123 . 19.3212296701424 -1 2.79848220979249 238 +chr19 11180078 11180554 . 123 . 19.3206112996863 -1 2.79851590214952 238 +chr4 88858880 88859356 . 123 . 19.3205230321309 -1 2.79854959189292 238 +chr18 54788792 54789268 . 123 . 19.3188269171284 -1 2.79858327902309 238 +chr16 3053969 3054445 . 123 . 19.3170968564746 -1 2.79861696354043 238 +chr1 172501306 172501782 . 123 . 19.3162482512679 -1 2.79865064544536 238 +chr3 51426831 51427307 . 123 . 19.3140608979693 -1 2.79868432473827 238 +chr6 64426274 64426750 . 123 . 19.3111143888085 -1 2.79871800141958 238 +chr5 162888563 162889039 . 123 . 19.3105129844559 -1 2.79875167548968 238 +chr12 53870451 53870927 . 123 . 19.3099213466972 -1 2.79878534694899 238 +chr3 167371447 167371923 . 123 . 19.3098279080252 -1 2.7988190157979 238 +chr1 39571054 39571530 . 123 . 19.3070307883358 -1 2.79885268203682 238 +chr10 22036182 22036658 . 123 . 19.3069790895457 -1 2.79888634566616 238 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19.2910377186583 -1 2.79935736269701 238 +chr19 41196795 41197271 . 123 . 19.289075846223 -1 2.79939098723108 238 +chr12 100967286 100967762 . 123 . 19.2890022191581 -1 2.79942460916203 238 +chr8 37887633 37888109 . 123 . 19.2883804298266 -1 2.79945822849027 238 +chr19 7694176 7694652 . 123 . 19.2877918118235 -1 2.79949184521618 238 +chr16 89555686 89556162 . 123 . 19.2874167179325 -1 2.79952545934019 238 +chr6 31465469 31465945 . 123 . 19.2852536183482 -1 2.79955907086268 238 +chr10 104438591 104439067 . 123 . 19.2851339708496 -1 2.79959267978406 238 +chr4 184104535 184105011 . 123 . 19.2831122760477 -1 2.79962628610474 238 +chr16 25118396 25118872 . 123 . 19.280394156488 -1 2.79965988982512 238 +chr7 74508628 74509104 . 123 . 19.2778547356869 -1 2.79969349094559 238 +chr16 30905372 30905848 . 123 . 19.2770628763462 -1 2.79972708946656 238 +chr19 45221817 45222293 . 123 . 19.2755735338644 -1 2.79976068538844 238 diff -r 2538677b6004 -r cab2db9d058b tool_data_table_conf.xml.sample --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/tool_data_table_conf.xml.sample Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,7 @@ + + + + value, name, path + +
+ diff -r 2538677b6004 -r cab2db9d058b tool_dependencies.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/tool_dependencies.xml Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,6 @@ + + + + $REPOSITORY_INSTALL_DIR + + \ No newline at end of file