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b/singlecellmultiomics/fastqProcessing/trim_vasa.py |
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#!/usr/bin/env python |
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from more_itertools import chunked |
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import argparse |
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import gzip |
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import re |
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if __name__=='__main__': |
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argparser = argparse.ArgumentParser( |
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formatter_class=argparse.ArgumentDefaultsHelpFormatter, |
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description="""Trim vasa fastq files for homo-polymers |
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""") |
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argparser.add_argument('R2_fastq', metavar='R2_fastq', type=str) |
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argparser.add_argument('R2_singletons_out', type=str) |
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argparser.add_argument('-poly_length', type=int, default=10) |
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argparser.add_argument('-min_read_len', type=int, default=20) |
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args = argparser.parse_args() |
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poly_A = args.poly_length*'A' |
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poly_T = args.poly_length*'T' |
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poly_G = args.poly_length*'G' |
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poly_length = args.poly_length |
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r2_trimmer = re.compile('[GA]*$') |
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def trim_r2(header, sequence, comment, qualities, min_read_len ): |
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start = sequence.find(poly_A) |
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if start != -1: |
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sequence, qualities = sequence[:start], qualities[:start] |
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start = sequence.find(poly_G) |
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if start != -1: |
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sequence, qualities = sequence[:start], qualities[:start] |
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# Trim any trailing A and G bases from the end and # Trim down 3 bases |
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sequence = r2_trimmer.sub('',sequence)[:-3] |
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qualities = qualities[:len(sequence)] |
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return f'{header}{sequence.rstrip()}\n{comment}{qualities.rstrip()}\n', len(sequence)>=min_read_len |
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def trim_r1(header, sequence, comment, qualities, min_read_len ): |
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start = sequence.rfind(poly_T) # Trim poly T |
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if start != -1: |
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sequence, qualities = sequence[start+poly_length:], qualities[start+poly_length:] |
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start = sequence.find(poly_G) |
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if start != -1: |
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sequence, qualities = sequence[:start], qualities[:start] |
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return f'{header}{sequence.rstrip()}\n{comment}{qualities.rstrip()}\n', len(sequence)>=min_read_len |
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with gzip.open(args.R2_fastq,'rt') as r2, \ |
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gzip.open(args.R2_singletons_out,'wt',compresslevel=1) as r2_single_out: |
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for read2 in chunked(r2,4): |
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(r2_o, valid_r2) = trim_r2(*read2, args.min_read_len) |
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if valid_r2: |
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r2_single_out.write(r2_o) |