#!/usr/bin/env Rscript --vanilla --slave # get the input VCF tabular format, assert that sites must have AC > 0 vcf <- subset(read.table(pipe('cat /dev/stdin'), header=T), AC > 0) tag <- commandArgs(TRUE)[1] tag.genotypes_alternate_count <- paste(tag, '.genotypes.alternate_count', sep='') tag.non_reference_discrepancy_count <- paste(tag, '.site.non_reference_discrepancy.count', sep='') tag.non_reference_discrepancy_normalizer <- paste(tag, '.site.non_reference_discrepancy.normalizer', sep='') tag.non_reference_sensitivity_count <- paste(tag, '.site.non_reference_sensitivity.count', sep='') tag.non_reference_sensitivity_normalizer <- paste(tag, '.site.non_reference_sensitivity.normalizer', sep='') tag.alternate_positive_discrepancy <- paste(tag, '.site.alternate_positive_discrepancy', sep='') tag.alternate_negative_discrepancy <- paste(tag, '.site.alternate_negative_discrepancy', sep='') tag.has_variant <- paste(tag, '.has_variant', sep='') vcf.numberOfSites <- length(vcf[, tag.genotypes_alternate_count]) vcf.totalAltAlleles <- sum(vcf[, tag.genotypes_alternate_count]) vcf.positiveDiscrepancy <- sum(vcf[, tag.alternate_positive_discrepancy]) / sum(vcf[, tag.genotypes_alternate_count]) vcf.negativeDiscrepancy <- sum(vcf[, tag.alternate_negative_discrepancy]) / sum(vcf[, tag.genotypes_alternate_count]) vcf.sitesTruePositive <- sum(vcf[, tag.has_variant]) / nrow(vcf) cat('number of sites', vcf.numberOfSites, '\n') cat('total alternate alleles', vcf.totalAltAlleles, '\n') cat('positive discrepancy', vcf.positiveDiscrepancy, '\n') cat('negative discrepancy', vcf.negativeDiscrepancy, '\n') x <- cbind(by(vcf, vcf$AC, function(x) { sum(x[, tag.alternate_positive_discrepancy]) / sum(x[, tag.genotypes_alternate_count]) })) byac <- data.frame(ac=as.numeric(rownames(x)), fdr=as.vector(x)) print(byac)