Created
January 13, 2016 14:35
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#!/home/fng514/bin/ruby | |
#$ -S /home/fng514/bin/ruby | |
#$ -cwd | |
# Script to calculate INFO (approx R-squared) and Allele frequency from a VCF file (with dosages). | |
# Like the ones produced with https://github.com/cth/vcf-misc-tools | |
# Christian Theil Have, 2016. | |
# Use as you see fit, but no warranties. | |
# Usage: | |
# qsub yuvaraj_info.rb my.vcf my.info | |
# where my.vcf is input and my.info is output | |
# you can install these libraries by typing | |
# gem install bio-samtools | |
# gem install zlib | |
require 'bio-samtools' | |
require 'zlib' | |
module Variance | |
def sum(&blk) | |
map(&blk).inject { |sum, element| sum + element } | |
end | |
def mean | |
(sum.to_f / size.to_f) | |
end | |
def variance | |
m = mean | |
sum { |i| ( i - m )**2 } / size | |
end | |
def std_dev | |
Math.sqrt(variance) | |
end | |
end | |
Array.send :include, Variance | |
info_lines = [[ "CHROM", "POS","FREQ", "INFO" ]] | |
variants_processed=0 | |
File.open(ARGV[0]) do |file| | |
file.each do |line| | |
next if line =~ /^#.*/ | |
variants_processed = variants_processed + 1 | |
puts "variants processed: #{variants_processed}" if variants_processed % 10 == 0 | |
vcfline=Bio::DB::Vcf.new(line) | |
dosages = [] | |
vcfline.samples.each { |_,geno| dosages << geno["DS"].to_f } | |
p = dosages.mean / 2.0 | |
p_all = 2.0 * p * (1.0 - p) | |
rsq = "%.3f" % (dosages.variance / p_all) | |
allele_freq ="%.3f" % (dosages.sum / (2*vcfline.samples.size)) | |
info_lines << [ vcfline.chrom, vcfline.pos, allele_freq, rsq ] | |
end | |
end | |
File.open(ARGV[1], "w") do |file| | |
info_lines.each do |fields| | |
file.puts fields.join("\t") | |
end | |
end |
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