Mercurial > repos > greg > ideas
changeset 118:f8a7bf4ca1a7 draft
Uploaded
author | greg |
---|---|
date | Fri, 17 Nov 2017 11:37:33 -0500 |
parents | 42481a73f73d |
children | 1d99221369b1 |
files | create_heatmap.R |
diffstat | 1 files changed, 42 insertions(+), 17 deletions(-) [+] |
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--- a/create_heatmap.R Fri Nov 17 11:37:25 2017 -0500 +++ b/create_heatmap.R Fri Nov 17 11:37:33 2017 -0500 @@ -11,25 +11,52 @@ args <- parse_args(parser, positional_arguments=TRUE) opt <- args$options -create_heatmap<-function(data_matrix, statecolor=NULL, markcolor=NULL, cols=c("white","dark blue")) { - k = dim(data_matrix)[2]; - l = dim(data_matrix)[1]; +state_color <- function(statemean, markcolor=NULL) +{ + if(length(markcolor) == 0) { + markcolor = rep("", dim(statemean)[2]); + markcolor[order(apply(statemean, 2, sd), decreasing=T)] = hsv((1:dim(statemean)[2]-1) / dim(statemean)[2], 1, 1); + markcolor = t(col2rgb(markcolor)); + } + + rg = apply(statemean, 1, range); + mm = NULL; + for(i in 1:dim(statemean)[1]) { + mm = rbind(mm, (statemean[i,] - rg[1,i] + 1e-10) / (rg[2,i] - rg[1,i] + 1e-10)); + } + mm = mm^6; + if(dim(mm)[2] > 1) { + mm = mm / (apply(mm, 1, sum) + 1e-10); + } + mycol = mm%*%markcolor; + s = apply(statemean, 1, max); + s = (s - min(s)) / (max(s) - min(s) + 1e-10); + h = t(apply(mycol, 1, function(x){rgb2hsv(x[1], x[2], x[3])})); + h[,2] = h[,2] * s; + h = apply(h, 1, function(x){hsv(x[1], x[2], x[3])}); + rt = cbind(apply(t(col2rgb(h)), 1, function(x){paste(x, collapse=",")}) ,h); + return(rt); +} + +create_heatmap<-function(data_frame, statecolor=NULL, markcolor=NULL, cols=c("white","dark blue")) { + k = dim(data_frame)[2]; + l = dim(data_frame)[1]; p = (sqrt(9 + 8 * (k - 1)) - 3) / 2; - m = as.matrix(data_matrix[,1+1:p]/data_matrix[,1]); - colnames(m) = colnames(data_matrix)[1+1:p]; - marks = colnames(m); - rownames(m) = paste(1:l-1," (", round(data_matrix[,1] / sum(data_matrix[,1]) * 10000) / 100, "%)", sep=""); + data_matrix = as.matrix(data_frame[,1+1:p] / data_frame[,1]); + colnames(data_matrix) = colnames(data_frame)[1+1:p]; + marks = colnames(data_matrix); + rownames(data_matrix) = paste(1:l," (", round(data_frame[,1] / sum(data_frame[,1]) * 10000) / 100, "%)", sep=""); pdf(file=opt$output); par(mar=c(6,1,1,6)); - rg = range(m); + rg = range(data_matrix); colors = 0:100/100*(rg[2]-rg[1])+rg[1]; my_palette = colorRampPalette(cols)(n=100); defpalette = palette(my_palette); plot(NA, NA, xlim=c(0,p+0.7), ylim=c(0,l), xaxt="n", yaxt="n", xlab=NA, ylab=NA, frame.plot=F); - axis(1, at=1:p-0.5, labels=colnames(m), las=2); - axis(4, at=1:l-0.5, labels=rownames(m), las=2); - rect(rep(1:p-1,l), rep(1:l-1,each=p), rep(1:p,l), rep(1:l,each=p), col=round((t(m)-rg[1])/(rg[2]-rg[1])*100)); + axis(1, at=1:p-0.5, labels=colnames(data_matrix), las=2); + axis(4, at=1:l-0.5, labels=rownames(data_matrix), las=2); + rect(rep(1:p-1,l), rep(1:l-1,each=p), rep(1:p,l), rep(1:l,each=p), col=round((t(data_matrix)-rg[1])/(rg[2]-rg[1])*100)); if(length(statecolor)==0) { if(length(markcolor)==0) { @@ -76,15 +103,13 @@ } } } - statecolor = stateColor(m, markcolor)[,2]; + sc = state_color(data_matrix, markcolor)[,2]; } - rect(rep(p+0.2,l), 1:l-0.8, rep(p+0.8,l), 1:l-0.2, col=statecolor); - + rect(rep(p+0.2,l), 1:l-0.8, rep(p+0.8,l), 1:l-0.2, col=sc); palette(defpalette); dev.off(); - #return(statecolor); } # Read the input. -data_matrix <- read.table(opt$input, header=T); -create_heatmap(data_matrix); +data_frame <- read.table(opt$input, comment="!", header=T); +create_heatmap(data_frame);