Mercurial > repos > greg > ideas_preprocessor
view ideas_preprocessor.R @ 29:3b3001355f44 draft
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author | greg |
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date | Tue, 06 Feb 2018 08:24:35 -0500 |
parents | 19881f817d25 |
children | 0cb6ff8ba6df |
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#!/usr/bin/env Rscript suppressPackageStartupMessages(library("data.table")) suppressPackageStartupMessages(library("optparse")) option_list <- list( make_option(c("--chrom_bed_input"), action="store", dest="chrom_bed_input", defaul=NULL, help="Chromosome windows positions file"), make_option(c("--exclude_bed_input"), action="store", dest="exclude_bed_input", defaul=NULL, help="File(s) containing regions to exclude"), make_option(c("--chrom_len_file"), action="store", dest="chrom_len_file", default=NULL, help="Chromosome lengths file"), make_option(c("--ideaspre_input_config"), action="store", dest="ideaspre_input_config", help="Preprocessing input config file"), make_option(c("--output"), action="store", dest="output", help="Primary output dataset"), make_option(c("--output_files_path"), action="store", dest="output_files_path", help="Primary output dataset extra files path"), make_option(c("--chromosome_windows"), action="store", dest="chromosome_windows", default=NULL, help="Windows positions by chroms config file"), make_option(c("--window_size"), action="store", dest="window_size", type="integer", default=NULL, help="Window size in base pairs") ) parser <- OptionParser(usage="%prog [options] file", option_list=option_list) args <- parse_args(parser, positional_arguments=TRUE) opt <- args$options tmp_dir = "tmp"; cbi_file = "chrom_bed_input.bed"; if (is.null(opt$chrom_bed_input)) { # Create a chromosome windows positions file # using the received chromosome lengths file # and the window size. cmd = paste("bedtools makewindows -g", opt$chrom_len_file, "-w", opt$window_size, ">", cbi_file, sep=" "); system(cmd); } else { if (!is.null(opt$exclude_bed_input)) { # Copy the received chrom_bed_input # since we will alter it. file.copy(opt$chrom_bed_input, cbi_file); } else { cbi_file = opt$chrom_bed_input; } } # Exclude regions if necessary. if (!is.null(opt$exclude_bed_input)) { exclude_bed_inputs = as.character(opt$exclude_bed_input); exclude_bed_files = strsplit(exclude_bed_inputs, ","); tmp_file = paste("tmp", cbi_file, sep="_"); for (exclude_bed_file in exclude_bed_files) { cmd = paste("bedtools subtract -a", cbi_file, "-b", exclude_bed_file, ">", tmp_file, sep=" "); system(cmd); cmd = paste("mv", tmp_file, cbi_file, sep=" "); system(cmd); } } # Read the chromosome windows positions file # to get the smallest window size in the file # (i.e., the minimum of column 3 - column 2. cbi = fread(cbi_file); min_window_size = min(cbi[,3]-cbi[,2]); # Read the ideaspre_input_config text file which has this format: # "cell type name" "epigenetic factor name" "file path" "file name" "datatype" ideaspre_input_config = as.matrix(read.table(opt$ideaspre_input_config)); # Process data to windows mean. for (i in 1:dim(ideaspre_input_config)[1]) { file_path = ideaspre_input_config[i, 3] file_name = ideaspre_input_config[i, 4] datatype = ideaspre_input_config[i, 5] if (datatype == "bam") { cmd = paste("samtools index", file_path); system(cmd); bigwig_file_name = paste(file_name, "bw", sep="."); cmd = paste("bamCoverage --bam", file_path, "-o", bigwig_file_name, "--binSize", min_window_size); system(cmd); } else { bigwig_file_name = file_path; } bed_file_name = paste(file_name, "bed", sep="."); bed_file_path = paste("tmp", bed_file_name, sep="/"); cmd = paste("bigWigAverageOverBed", bigwig_file_name, opt$chrom_bed_input, "stdout | cut -f5 >", bed_file_path); system(cmd); cmd = paste("gzip -f", bed_file_path); system(cmd); } # Create file1.txt. cmd = paste("cut -d' '", opt$ideaspre_input_config, "-f1,2 > file1.txt", sep=" "); system(cmd); # Compress the bed files in the tmp directory. tmp_gzipped_files = paste(tmp_dir, "*.bed.gz", sep="/"); # Create file2.txt. cmd = paste("ls", tmp_gzipped_files, "> file2.txt", sep=" "); system(cmd); # Create IDEAS_input_config.txt with the format required by IDEAS. ideas_input_config = "IDEAS_input_config.txt" cmd = paste("paste -d' ' file1.txt file2.txt >", ideas_input_config, sep=" " ); system(cmd); # Move IDEAS_input_config.txt to the output directory. to_path = paste(opt$output_files_path, ideas_input_config, sep="/"); file.rename(ideas_input_config, to_path); # Archive the tmp directory. cmd = "tar -cvf tmp.tar tmp"; system(cmd); # Compress the archive. cmd = "gzip tmp.tar"; system(cmd); # Move the tmp archive to the output directory. to_path = paste(opt$output_files_path, "tmp.tar.gz", sep="/"); file.rename("tmp.tar.gz", to_path); # Handle file names for display in the primary dataset if necessary. to_path = paste(opt$output_files_path, "chromosomes.bed", sep="/"); if (is.null(opt$chrom_bed_input) { # Move cbi_file to the output directory, # naming it chromosomes.bed. file.rename(cbi_file, to_path); } else { # Copy opt$chrom_bed_input to the output # directory, naming it chromosomes.bed. file.copy(opt$chrom_bed_input, to_path); } if (!is.null(opt$chromosome_windows)) { # Move chromosome_windows.txt to the output directory. to_path = paste(opt$output_files_path, opt$chromosome_windows, sep="/"); file.rename(opt$chromosome_windows, to_path); }