#!/usr/bin/env python3 """ FOREST Thomas (thomas.forest@college-de-france.fr) Caution : At the moment for gzipped files only. ARGS -------- usage : vcf_to_sfs.py VCF.gz nb_indiv """ import gzip import sys # default folded SFS folded = True diploid = True phased = False # PARAM : Nb of indiv n = int(sys.argv[2]) if diploid and not folded: n *= 2 # initiate SFS_values with a zeros dict SFS_values = dict.fromkeys(range(n),0) polycount = 0 with gzip.open(sys.argv[1], "rb") as inputgz: line = inputgz.readline() genotypes = [] while line: # decode gzipped binary lines line = line.decode('utf-8').strip() # every snp line, not comment or header if not line.startswith("##") and not line.startswith("#"): FIELDS = line.split("\t") # REF is col 4 of VCF REF = FIELDS[3].split(",") # ALT is col 5 of VCF ALT = FIELDS[4].split(",") FORMAT = line.split("\t")[8:9] SAMPLES = line.split("\t")[9:] snp_genotypes = [] allele_counts = {} allele_counts_list = [] # SKIP the SNP if : # 1 : missing # 2 : deletion among REF # 3 : deletion among ALT if "./.:." in line \ or len(ALT[0]) > 1 \ or len(REF[0]) > 1: line = inputgz.readline() continue for sample in SAMPLES: if not phased: # for UNPHASED data smpl_genotype = [int(a) for a in sample.split(':')[0].split('/') if a != '.'] else: # for PHASED smpl_genotype = [int(a) for a in sample.split(':')[0].split('|') if a != '.'] nb_alleles = set(smpl_genotype) snp_genotypes += smpl_genotype # if set(snp_genotypes) > 2: # polyallelic = set(snp_genotypes) # else: # polyallelic = False polyallelic = len(ALT) ##print(REF, ALT, snp_genotypes) # skip if all individuals have the same genotype if len(set(snp_genotypes)) == 1: line = inputgz.readline() continue for k in set(snp_genotypes): allele_counts[snp_genotypes.count(k)] = k allele_counts_list.append(snp_genotypes.count(k)) if folded : #allele_counts_list = list(allele_counts.keys()) ##print("ALC", allele_counts_list, "POLY", polyallelic, ALT) # for al in range(polyallelic-1): # SFS_values[min(allele_counts_list)-1] += 1/len(ALT) # allele_counts_list.remove(min(allele_counts_list)) if len(ALT) == 1: SFS_values[min(allele_counts_list)-1] += 1 else: for al in range(polyallelic-1): SFS_values[min(allele_counts_list)-1] += 1/len(ALT) allele_counts_list.remove(min(allele_counts_list)) polycount += 1 line = inputgz.readline() print(SFS_values) print(polycount)