Mercurial > repos > peterjc > seq_filter_by_mapping
diff tools/seq_filter_by_mapping/seq_filter_by_mapping.py @ 0:1d773da0ccf0 draft
Uploaded v0.0.2, fixed some error messages
author | peterjc |
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date | Tue, 27 Jan 2015 08:31:13 -0500 |
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children | 8ff0ac66f1a3 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/tools/seq_filter_by_mapping/seq_filter_by_mapping.py Tue Jan 27 08:31:13 2015 -0500 @@ -0,0 +1,370 @@ +#!/usr/bin/env python +"""Filter a FASTA, FASTQ or SSF file with SAM/BAM mapping information. + +When filtering an SFF file, any Roche XML manifest in the input file is +preserved in both output files. + +This tool is a short Python script which requires Biopython 1.54 or later +for SFF file support. If you use this tool in scientific work leading to a +publication, please cite the Biopython application note: + +Cock et al 2009. Biopython: freely available Python tools for computational +molecular biology and bioinformatics. Bioinformatics 25(11) 1422-3. +http://dx.doi.org/10.1093/bioinformatics/btp163 pmid:19304878. + +This script is copyright 2014 by Peter Cock, The James Hutton Institute +(formerly the Scottish Crop Research Institute, SCRI), UK. All rights reserved. +See accompanying text file for licence details (MIT license). + +Use -v or --version to get the version, -h or --help for help. +""" +import os +import sys +import re +import subprocess +from optparse import OptionParser + +def sys_exit(msg, err=1): + sys.stderr.write(msg.rstrip() + "\n") + sys.exit(err) + +#Parse Command Line +usage = """Use as follows: + +$ python seq_filter_by_mapping.py [options] mapping.sam/bam [more mappings] + +e.g. Positive matches using column one from a single BAM file: + +$ seq_filter_by_mapping.py -i my_seqs.fastq -f fastq -p matches.fastq mapping.bam + +Multiple SAM/BAM mapping files may be given. +""" +parser = OptionParser(usage=usage) +parser.add_option('-i', '--input', dest='input', + default=None, help='Input sequences filename', + metavar="FILE") +parser.add_option('-f', '--format', dest='format', + default=None, + help='Input sequence format (e.g. fasta, fastq, sff)') +parser.add_option('-p', '--positive', dest='output_positive', + default=None, + help='Output filename for mapping reads', + metavar="FILE") +parser.add_option('-n', '--negative', dest='output_negative', + default=None, + help='Output filename for non-mapping reads', + metavar="FILE") +parser.add_option("-m", "--pair-mode", dest="pair_mode", + default="lax", + help="How to treat paired reads (lax or strict, default lax)") +parser.add_option("-v", "--version", dest="version", + default=False, action="store_true", + help="Show version and quit") + +options, args = parser.parse_args() + +if options.version: + print "v0.0.2" + sys.exit(0) + +in_file = options.input +seq_format = options.format +out_positive_file = options.output_positive +out_negative_file = options.output_negative +pair_mode = options.pair_mode + +if in_file is None or not os.path.isfile(in_file): + sys_exit("Missing input file: %r" % in_file) +if out_positive_file is None and out_negative_file is None: + sys_exit("Neither output file requested") +if seq_format is None: + sys_exit("Missing sequence format") +if pair_mode not in ["lax", "strict"]: + sys_exit("Pair mode argument should be 'lax' or 'strict', not %r" % pair_mode) +for mapping in args: + if not os.path.isfile(mapping): + sys_exit("Mapping file %r not found" % mapping) +if not args: + sys_exit("At least one SAM/BAM mapping file is required") + + +#Cope with three widely used suffix naming convensions, +#Illumina: /1 or /2 +#Forward/revered: .f or .r +#Sanger, e.g. .p1k and .q1k +#See http://staden.sourceforge.net/manual/pregap4_unix_50.html +#re_f = re.compile(r"(/1|\.f|\.[sfp]\d\w*)$") +#re_r = re.compile(r"(/2|\.r|\.[rq]\d\w*)$") +re_suffix = re.compile(r"(/1|\.f|\.[sfp]\d\w*|/2|\.r|\.[rq]\d\w*)$") +assert re_suffix.search("demo.f") +assert re_suffix.search("demo.s1") +assert re_suffix.search("demo.f1k") +assert re_suffix.search("demo.p1") +assert re_suffix.search("demo.p1k") +assert re_suffix.search("demo.p1lk") +assert re_suffix.search("demo/2") +assert re_suffix.search("demo.r") +assert re_suffix.search("demo.q1") +assert re_suffix.search("demo.q1lk") + +def clean_name(name): + """Remove suffix.""" + match = re_suffix.search(name) + if match: + # Use the fact this is a suffix, and regular expression will be + # anchored to the end of the name: + return name[:match.start()] + else: + # Nothing to do + return name +assert clean_name("foo/1") == "foo" +assert clean_name("foo/2") == "foo" +assert clean_name("bar.f") == "bar" +assert clean_name("bar.r") == "bar" +assert clean_name("baz.p1") == "baz" +assert clean_name("baz.q2") == "baz" + +mapped_chars = { '>' :'__gt__', + '<' :'__lt__', + "'" :'__sq__', + '"' :'__dq__', + '[' :'__ob__', + ']' :'__cb__', + '{' :'__oc__', + '}' :'__cc__', + '@' : '__at__', + '\n' : '__cn__', + '\r' : '__cr__', + '\t' : '__tc__', + '#' : '__pd__' + } + +def load_mapping_ids(filename, pair_mode, ids): + """Parse SAM/BAM file, updating given set of ids. + + Parses BAM files via call out to samtools view command. + """ + handle = open(filename, "rb") + magic = handle.read(4) + if magic == b"\x1f\x8b\x08\x04": + # Presumably a BAM file then... + handle.close() + # Call samtools view, don't need header so no -h added: + child = subprocess.Popen(["samtools", "view", filename], + stdin=None, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE) + handle = child.stdout + else: + # Presumably a SAM file... + child = None + handle.seek(0) + # Handle should now contain SAM records + for line in handle: + # Ignore header lines + if line[0] != "@": + qname, flag, rest = line.split("\t", 2) + flag = int(flag) + if pair_mode == "lax": + # If either read or its partner is mapped, take it! + # Being lazy, since we will look at both reads + # can just check if (either) has 0x4 clear. + if not (flag & 0x4): + ids.add(qname) + elif pair_mode == "strict": + # For paired reads, require BOTH be mapped. + if (flag & 0x4): + # This is unmapped, ignore it + pass + elif not (flag & 0x1): + # Unpaired (& mapped) - take it + ids.add(qname) + elif not (flag & 0x8): + # Paired and partner also mapped, good + ids.add(qname) + if child: + # Check terminated normally. + stdout, stderr = child.communicate() + assert child.returncode is not None + if child.returncode: + msg = "Error %i from 'samtools view %s'\n%s" % (child.returncode, + filename, stderr) + sys_exit(msg.strip(), child.returncode) + else: + handle.close() + + +# Read mapping file(s) and record all mapped identifiers +ids = set() +for filename in args: + load_mapping_ids(filename, pair_mode, ids) +# TODO - If want to support naive paired mode, have to record +# more than just qname (need /1 or /2 indicator) +print("Loaded %i mapped IDs" % (len(ids))) +if len(ids) < 10: + print("Looking for %s" % ", ".join(sorted(ids))) + +def crude_fasta_iterator(handle): + """Yields tuples, record ID and the full record as a string.""" + while True: + line = handle.readline() + if line == "": + return # Premature end of file, or just empty? + if line[0] == ">": + break + + no_id_warned = False + while True: + if line[0] != ">": + raise ValueError( + "Records in Fasta files should start with '>' character") + try: + id = line[1:].split(None, 1)[0] + except IndexError: + if not no_id_warned: + sys.stderr.write("WARNING - Malformed FASTA entry with no identifier\n") + no_id_warned = True + id = None + lines = [line] + line = handle.readline() + while True: + if not line: + break + if line[0] == ">": + break + lines.append(line) + line = handle.readline() + yield id, "".join(lines) + if not line: + return # StopIteration + + +def fasta_filter(in_file, pos_file, neg_file, wanted): + """FASTA filter producing 60 character line wrapped outout.""" + pos_count = neg_count = 0 + #Galaxy now requires Python 2.5+ so can use with statements, + with open(in_file) as in_handle: + #Doing the if statement outside the loop for speed + #(with the downside of three very similar loops). + if pos_file is not None and neg_file is not None: + print "Generating two FASTA files" + with open(pos_file, "w") as pos_handle: + with open(neg_file, "w") as neg_handle: + for identifier, record in crude_fasta_iterator(in_handle): + if clean_name(identifier) in wanted: + pos_handle.write(record) + pos_count += 1 + else: + neg_handle.write(record) + neg_count += 1 + elif pos_file is not None: + print "Generating matching FASTA file" + with open(pos_file, "w") as pos_handle: + for identifier, record in crude_fasta_iterator(in_handle): + if clean_name(identifier) in wanted: + pos_handle.write(record) + pos_count += 1 + else: + neg_count += 1 + else: + print "Generating non-matching FASTA file" + assert neg_file is not None + with open(neg_file, "w") as neg_handle: + for identifier, record in crude_fasta_iterator(in_handle): + if clean_name(identifier) in wanted: + pos_count += 1 + else: + neg_handle.write(record) + neg_count += 1 + return pos_count, neg_count + + +def fastq_filter(in_file, pos_file, neg_file, wanted): + """FASTQ filter.""" + from Bio.SeqIO.QualityIO import FastqGeneralIterator + handle = open(in_file, "r") + if out_positive_file is not None and out_negative_file is not None: + print "Generating two FASTQ files" + positive_handle = open(out_positive_file, "w") + negative_handle = open(out_negative_file, "w") + print in_file + for title, seq, qual in FastqGeneralIterator(handle): + # print("%s --> %s" % (title, clean_name(title.split(None, 1)[0]))) + if clean_name(title.split(None, 1)[0]) in ids: + positive_handle.write("@%s\n%s\n+\n%s\n" % (title, seq, qual)) + else: + negative_handle.write("@%s\n%s\n+\n%s\n" % (title, seq, qual)) + positive_handle.close() + negative_handle.close() + elif out_positive_file is not None: + print "Generating matching FASTQ file" + positive_handle = open(out_positive_file, "w") + for title, seq, qual in FastqGeneralIterator(handle): + if clean_name(title.split(None, 1)[0]) in ids: + positive_handle.write("@%s\n%s\n+\n%s\n" % (title, seq, qual)) + positive_handle.close() + elif out_negative_file is not None: + print "Generating non-matching FASTQ file" + negative_handle = open(out_negative_file, "w") + for title, seq, qual in FastqGeneralIterator(handle): + if clean_name(title.split(None, 1)[0]) not in ids: + negative_handle.write("@%s\n%s\n+\n%s\n" % (title, seq, qual)) + negative_handle.close() + handle.close() + # This does not currently bother to record record counts (faster) + +def sff_filter(in_file, pos_file, neg_file, wanted): + """SFF filter.""" + try: + from Bio.SeqIO.SffIO import SffIterator, SffWriter + except ImportError: + sys_exit("SFF filtering requires Biopython 1.54 or later") + + try: + from Bio.SeqIO.SffIO import ReadRocheXmlManifest + except ImportError: + #Prior to Biopython 1.56 this was a private function + from Bio.SeqIO.SffIO import _sff_read_roche_index_xml as ReadRocheXmlManifest + + in_handle = open(in_file, "rb") #must be binary mode! + try: + manifest = ReadRocheXmlManifest(in_handle) + except ValueError: + manifest = None + + #This makes two passes though the SFF file with isn't so efficient, + #but this makes the code simple. + pos_count = neg_count = 0 + if out_positive_file is not None: + out_handle = open(out_positive_file, "wb") + writer = SffWriter(out_handle, xml=manifest) + in_handle.seek(0) #start again after getting manifest + pos_count = writer.write_file(rec for rec in SffIterator(in_handle) if clean_name(rec.id) in ids) + out_handle.close() + if out_negative_file is not None: + out_handle = open(out_negative_file, "wb") + writer = SffWriter(out_handle, xml=manifest) + in_handle.seek(0) #start again + neg_count = writer.write_file(rec for rec in SffIterator(in_handle) if clean_name(rec.id) not in ids) + out_handle.close() + #And we're done + in_handle.close() + return pos_count, neg_count + + +if seq_format.lower()=="sff": + # Now write filtered SFF file based on IDs wanted + pos_count, neg_count = sff_filter(in_file, out_positive_file, out_negative_file, ids) + # At the time of writing, Galaxy doesn't show SFF file read counts, + # so it is useful to put them in stdout and thus shown in job info. + print "%i with and %i without specified IDs" % (pos_count, neg_count) +elif seq_format.lower()=="fasta": + # Write filtered FASTA file based on IDs from tabular file + pos_count, neg_count = fasta_filter(in_file, out_positive_file, out_negative_file, ids) + print "%i with and %i without specified IDs" % (pos_count, neg_count) +elif seq_format.lower().startswith("fastq"): + #Write filtered FASTQ file based on IDs from mapping file + fastq_filter(in_file, out_positive_file, out_negative_file, ids) + # This does not currently track the counts +else: + sys_exit("Unsupported file type %r" % seq_format)