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b/neusomatic/python/merge_post_vcfs.py |
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#!/usr/bin/env python |
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#------------------------------------------------------------------------- |
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# merge_post_vcfs.py |
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# Merge resolved variants and other predicted variants and output the final NeuSomatic .vcf |
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#------------------------------------------------------------------------- |
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import argparse |
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import traceback |
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import fileinput |
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import logging |
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import numpy as np |
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from utils import get_chromosomes_order |
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def merge_post_vcfs(ref, resolved_vcf, no_resolve_vcf, out_vcf, |
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pass_threshold, lowqual_threshold): |
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logger = logging.getLogger(merge_post_vcfs.__name__) |
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logger.info("------------------------Merge vcfs-------------------------") |
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chroms_order = get_chromosomes_order(reference=ref) |
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good_records = [] |
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# Use fileinput to stream as if the two files were concatenated |
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for line in fileinput.input([no_resolve_vcf, resolved_vcf]): |
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if line[0] == "#": |
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continue |
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chrom, pos, _, ref, alt, score, _, info, format_, gt = line.strip().split() |
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good_records.append([chrom, pos, ref, alt, gt, score]) |
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with open(out_vcf, "w") as o_f: |
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o_f.write("##fileformat=VCFv4.2\n") |
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o_f.write("#CHROM\tPOS\tID\tREF\tALT\tQUAL\tFILTER\tINFO\tFORMAT\tSAMPLE\n") |
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for record in sorted(good_records, key=lambda x: [chroms_order[x[0]], x[1]]): |
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chrom, pos, ref, alt, gt, score = record |
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prob = np.round(1 - (10**(-float(score) / 10)), 4) |
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filter_ = "REJECT" |
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if prob >= pass_threshold: |
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filter_ = "PASS" |
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elif prob >= lowqual_threshold: |
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filter_ = "LowQual" |
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o_f.write("\t".join([chrom, pos, ".", ref, alt, |
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"{:.4f}".format( |
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float(score)), filter_, "SCORE={:.4f}".format(prob), |
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"GT", "0/1"]) + "\n") |
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if __name__ == '__main__': |
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FORMAT = '%(levelname)s %(asctime)-15s %(name)-20s %(message)s' |
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logging.basicConfig(level=logging.INFO, format=FORMAT) |
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logger = logging.getLogger(__name__) |
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parser = argparse.ArgumentParser(description='merge pred vcfs') |
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parser.add_argument( |
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'--ref', help='reference fasta filename', required=True) |
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parser.add_argument('--resolved_vcf', help='resolved_vcf', required=True) |
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parser.add_argument('--no_resolve_vcf', |
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help='no resolve vcf', required=True) |
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parser.add_argument('--out_vcf', help='output vcf', required=True) |
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args = parser.parse_args() |
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logger.info(args) |
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try: |
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merge_post_vcfs(args.ref, args.resolved_vcf, |
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args.no_resolve_vcf, args.out_vcf) |
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except Exception as e: |
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logger.error(traceback.format_exc()) |
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logger.error("Aborting!") |
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logger.error( |
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"merge_post_vcfs.py failure on arguments: {}".format(args)) |
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raise e |