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script to aggregate >1 snippy snp.tab files for easy comparison #101

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65 changes: 65 additions & 0 deletions bin/snippy-aggregate-reports.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,65 @@
#!/usr/bin/env python3

#Written by Nick Loman (@pathogenomenick)

import sys
import csv
from operator import itemgetter
import argparse

def make_tag(snp):
return "%s-%s-%s-%s-%s" % (snp['CHROM'], snp['POS'], snp['TYPE'], snp['REF'], snp['ALT'])

def read_snp_table(d):
fh = open(d+'/snps.tab')
snps = []
snps = list(csv.DictReader(fh, dialect='excel-tab'))
evidence = {}
for snp in snps:
tag = make_tag(snp)
evidence[tag] = snp['EVIDENCE']
return snps, evidence

def go(directories):
evidence = {}
all_snps = []
samples = []
fields = csv.DictReader(open(directories[0]+'/snps.tab'), dialect='excel-tab').fieldnames
for d in directories:
snps, sample_evidence = read_snp_table(d)
evidence[d] = sample_evidence
all_snps.extend(snps)
samples.append(d)

fields.extend(samples)
fields.append('number_samples_with_variant')

all_snps.sort(key=itemgetter('POS'))

seen = set()

out = csv.DictWriter(sys.stdout, fieldnames=fields, dialect='excel-tab')
out.writeheader()
for snp in all_snps:
tag = make_tag(snp)
if tag in seen:
continue
seen.add(tag)

evidence_count = 0
for sample in samples:
if tag in evidence[sample]:
snp[sample] = evidence[sample][tag]
evidence_count += 1

snp['number_samples_with_variant'] = str(evidence_count)

out.writerow(snp)


parser = argparse.ArgumentParser(description='Process a set of snippy SNP output files into a single report.')
parser.add_argument('directory', metavar='directory', nargs='+', help='list of snippy output directories')
args = parser.parse_args()

go(args.directory)