Mercurial > repos > sblanck > smagexp
diff ImportDataFromMatrix.R @ 0:1024245abc70 draft
planemo upload for repository https://github.com/sblanck/smagexp/tree/master/smagexp_tools commit 5974f806f344dbcc384b931492d7f023bfbbe03b
author | sblanck |
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date | Thu, 22 Feb 2018 08:38:22 -0500 |
parents | |
children | 3ce32282f6a4 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/ImportDataFromMatrix.R Thu Feb 22 08:38:22 2018 -0500 @@ -0,0 +1,114 @@ +#!/usr/bin/env Rscript +# setup R error handling to go to stderr +options( show.error.messages=F, error = function () { cat( geterrmessage(), file=stderr() ); q( "no", 1, F ) } ) + +# we need that to not crash galaxy with an UTF8 error on German LC settings. +loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8") + +library("optparse") + +##### Read options +option_list=list( + make_option("--input",type="character",default="NULL",help="rdata object containing eset object"), + make_option("--conditions",type="character",default=NULL,help="Text file summarizing conditions of the experiment (required)"), + make_option("--normalization",type="character",default=NULL,help="log2 transformation"), + make_option("--annotations",type="character",default="NULL",help="rdata object containing eset object"), + make_option("--rdataoutput",type="character",default="NULL",help="output rdata object containing eset object"), + make_option("--htmloutput",type="character",default=NULL,help="Output html report"), + make_option("--htmloutputpath",type="character",default="NULL",help="Path of output html report"), + make_option("--htmltemplate",type="character",default="NULL",help="html template)") + + +); + + +opt_parser = OptionParser(option_list=option_list); +opt = parse_args(opt_parser); + +if(is.null(opt$input)){ + print_help(opt_parser) + stop("input required.", call.=FALSE) +} + +if(is.null(opt$conditions)){ + print_help(opt_parser) + stop("conditions input required.", call.=FALSE) +} + + +#loading libraries +suppressPackageStartupMessages(require(GEOquery)) + +suppressPackageStartupMessages(require(Biobase)) +suppressPackageStartupMessages(require(GEOquery)) +suppressPackageStartupMessages(require(GEOmetadb)) +suppressPackageStartupMessages(require(limma)) +suppressPackageStartupMessages(require(jsonlite)) +suppressPackageStartupMessages(require(affy)) +suppressPackageStartupMessages(require(dplyr)) +suppressPackageStartupMessages(require(affyPLM)) + +dataFile=opt$input +normalization=opt$normalization +conditionsFile=opt$conditions +annotation=opt$annotations +result_export_eset=opt$rdataoutput +result=opt$htmloutput +result.path=opt$htmloutputpath +result.template=opt$htmltemplate + +dir.create(result.path, showWarnings = TRUE, recursive = FALSE) + +data=as.matrix(read.table(file = dataFile,row.names=1,header=TRUE)) +conditions=read.table(file=conditionsFile,sep = "\t",row.names=1) +htmlfile=readChar(result.template, file.info(result.template)$size) + +colnames(conditions)=c("source_name_ch1","description") +phenodata<-new("AnnotatedDataFrame",data=conditions) + +head(data) +conditions + +eset=ExpressionSet(assayData=data,phenoData=phenodata,annotation=annotation) + +if (normalization == "quantile") { + eset <- normalize.ExpressionSet.quantiles(eset, transfn="log2") +} else if (normalization == "log2") { + exprs(eset) = log2(exprs(eset)) +} + +boxplotnorm="boxplotnorm.png" +png(boxplotnorm,width=800,height = 400) +par(mar=c(7,5,1,1)) +boxplot(data.frame(exprs(eset)),las=2,outline=FALSE) +dev.off() +htmlfile=gsub(x=htmlfile,pattern = "###BOXPLOTNORM###",replacement = boxplotnorm, fixed = TRUE) +file.copy(boxplotnorm,result.path) + +plotMAnorm="plotMAnorm.png" +nblines=length(colnames(data))%/%3 + as.numeric((length(colnames(data))%%3)!=0) +png(plotMAnorm,width=800,height =300*nblines ) +par(mfrow=c(nblines,3)) +##for (i in 1:length(colnames(data))){ + MAplot(eset) +#} + +dev.off() +htmlfile=gsub(x=htmlfile,pattern = "###PLOTMANORM###",replacement = plotMAnorm, fixed = TRUE) +file.copy(plotMAnorm,result.path) +#write.table(tolower(c(condition1Name,condition2Name)),quote = FALSE,col.names = FALSE, row.names=FALSE,file=result_export_conditions) +#saveConditions=c(condition1Name,condition2Name) +save(eset,file=result_export_eset) +write(htmlfile,result) + +#l=list() +#for(i in 1:length(esets)) +#{ +# l[[paste("study",i,sep="")]]<-res[[i]] +#} +#l[["Meta"]]=res[[length(res)-1]] +#showVenn(res,file.path(temp.files.path,"venn.png")) +#writeLines(c("<h2>Venn diagram</h2>"),file.conn) +#writeLines(c("<img src='venn.png'><br/><br/>"),file.conn) +#writeLines(c("</body></html>"),file.conn) +#close(file.conn) \ No newline at end of file