Mercurial > repos > cstrittmatter > test_eurl_vtec_wgs_pt
diff scripts/ReMatCh/utils/strip_alignment.py @ 0:965517909457 draft
planemo upload commit 15239f1674081ab51ab8dd75a9a40cf1bfaa93e8
author | cstrittmatter |
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date | Wed, 22 Jan 2020 08:41:44 -0500 |
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children | 0cbed1c0a762 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/scripts/ReMatCh/utils/strip_alignment.py Wed Jan 22 08:41:44 2020 -0500 @@ -0,0 +1,167 @@ +#!/usr/bin/env python + +# -*- coding: utf-8 -*- + +""" +strip_alignment.py - Strip alignment positions containing gaps, +missing data and invariable positions +<https://github.com/B-UMMI/ReMatCh/> + +Copyright (C) 2017 Miguel Machado <mpmachado@medicina.ulisboa.pt> + +Last modified: March 20, 2017 + +This program is free software: you can redistribute it and/or modify +it under the terms of the GNU General Public License as published by +the Free Software Foundation, either version 3 of the License, or +(at your option) any later version. + +This program is distributed in the hope that it will be useful, +but WITHOUT ANY WARRANTY; without even the implied warranty of +MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +GNU General Public License for more details. + +You should have received a copy of the GNU General Public License +along with this program. If not, see <http://www.gnu.org/licenses/>. +""" + +from Bio import SeqIO +import os +import argparse +import sys + + +version = '0.1' + + +def get_sequences(infile): + print 'Getting sequences' + sequences_SeqIO = list(SeqIO.parse(infile, 'fasta')) + + sequence_length = None + sequences_dict = {} + all_executed_printed = False + for x, sequence in enumerate(sequences_SeqIO): + if sequence_length is None: + sequence_length = len(sequence.seq) + if sequence_length != len(sequence.seq): + sys.exit('Sequences with different length!') + sequences_dict[sequence.id] = list(sequence.seq) + + if (x + 1) % 10 == 0: + print '\n' + str(round((float(x + 1) / len(sequences_SeqIO)) * 100, 2)) + '% of sequences already processed (getting sequences)' + if x + 1 == len(sequences_SeqIO): + all_executed_printed = True + if not all_executed_printed: + print '\n' + str(round((float(x + 1) / len(sequences_SeqIO)) * 100, 2)) + '% of sequences already processed (getting sequences)' + + return sequences_dict, sequence_length + + +def positions_type(sequences_dict, sequence_length, notGAPs, notMissing, notInvariable): + print 'Determining positions type' + positions_2_keep = [] + invariable = [] + missing = [] + gaps = [] + gaps_missing = 0 + all_executed_printed = False + for i in range(0, sequence_length): + data = [] + for sample in sequences_dict: + data.append(sequences_dict[sample][i]) + possibilities = set(data) + if len(possibilities) == 1: + invariable.append(i) + if len(possibilities.intersection(set(['N']))) > 0: + missing.append(i) + if len(possibilities.intersection(set(['-']))) > 0: + gaps.append(i) + if len(possibilities.intersection(set(['N', '-']))) > 0: + gaps_missing += 1 + if len(possibilities) > 1 and len(possibilities.intersection(set(['N', '-']))) == 0: + positions_2_keep.append(i) + + if (i + 1) % 10000 == 0: + print '\n' + str(round((float(i + 1) / sequence_length) * 100, 2)) + '% of positions already processed (determining positions type)' + if i + 1 == len(sequences_dict): + all_executed_printed = True + if not all_executed_printed: + print '\n' + str(round((float(i + 1) / sequence_length) * 100, 2)) + '% of positions already processed (determining positions type)' + + print 'Positions to keep (no matter): ' + str(len(positions_2_keep)) + print 'Invariable sites: ' + str(len(invariable)) + print 'Positions with missing data ("N"): ' + str(len(missing)) + print 'Positions with GAPs ("-"): ' + str(len(gaps)) + print 'Positions with GAPs or missing data: ' + str(gaps_missing) + + if notGAPs: + positions_2_keep.extend(gaps) + if notMissing: + positions_2_keep.extend(missing) + if notInvariable: + positions_2_keep.extend(invariable) + + positions_2_keep = sorted(set(positions_2_keep)) + + print 'Positions to keep (final): ' + str(len(positions_2_keep)) + + return positions_2_keep + + +def chunkstring(string, length): + return (string[0 + i:length + i] for i in range(0, len(string), length)) + + +def write_fasta(sequences_dict, positions_2_keep, outfile): + print 'Writing stripped sequences' + all_executed_printed = False + with open(outfile, 'wt') as writer: + for x, sample in enumerate(sequences_dict): + writer.write('>' + sample + '\n') + fasta_sequence_lines = chunkstring(''.join([sequences_dict[sample][i] for i in positions_2_keep]), 80) + for line in fasta_sequence_lines: + writer.write(line + '\n') + + if (x + 1) % 100 == 0: + print '\n' + str(round((float(x + 1) / len(sequences_dict)) * 100, 2)) + '% of sequences already processed (writing stripped sequences)' + if x + 1 == len(sequences_dict): + all_executed_printed = True + if not all_executed_printed: + print '\n' + str(round((float(x + 1) / len(sequences_dict)) * 100, 2)) + '% of sequences already processed (writing stripped sequences)' + + +def strip_alignment(args): + outdir = os.path.dirname(os.path.abspath(args.outfile)) + if not os.path.isdir(outdir): + os.makedirs(outdir) + + outfile = os.path.abspath(args.outfile) + + infile = os.path.abspath(args.infile.name) + + sequences_dict, sequence_length = get_sequences(infile) + positions_2_keep = positions_type(sequences_dict, sequence_length, args.notGAPs, args.notMissing, args.notInvariable) + write_fasta(sequences_dict, positions_2_keep, outfile) + + +def main(): + parser = argparse.ArgumentParser(prog='strip_alignment.py', description='Strip alignment positions containing gaps, missing data and invariable positions', formatter_class=argparse.ArgumentDefaultsHelpFormatter) + parser.add_argument('--version', help='Version information', action='version', version=str('%(prog)s v' + version)) + + parser_required = parser.add_argument_group('Required options') + parser_required.add_argument('-i', '--infile', type=argparse.FileType('r'), metavar='/path/to/aligned/input/file.fasta', help='Path to the aligned fasta file', required=True) + parser_required.add_argument('-o', '--outfile', type=str, metavar='/path/to/stripped/output/file.fasta', help='Stripped output fasta file', required=True, default='alignment_stripped.fasta') + + parser_optional_general = parser.add_argument_group('General facultative options') + parser_optional_general.add_argument('--notGAPs', action='store_true', help='Not strip positions with GAPs') + parser_optional_general.add_argument('--notMissing', action='store_true', help='Not strip positions with missing data') + parser_optional_general.add_argument('--notInvariable', action='store_true', help='Not strip invariable sites') + + args = parser.parse_args() + + strip_alignment(args) + + +if __name__ == "__main__": + main()