Mercurial > repos > crs4 > bwa_mem
diff bwa_mem.py @ 0:6820983ba5d5 draft
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author | crs4 |
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date | Tue, 18 Mar 2014 07:49:22 -0400 |
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children | ebb02ba5987c |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/bwa_mem.py Tue Mar 18 07:49:22 2014 -0400 @@ -0,0 +1,273 @@ +# -*- coding: utf-8 -*- +#!/usr/bin/env python +## yufei.luo@gustave.roussy 22/07/2013 +## Copyright © 2014 CRS4 Srl. http://www.crs4.it/ +## Modified by: +## Nicola Soranzo <nicola.soranzo@crs4.it> + +""" +Runs BWA on single-end or paired-end data. +Produces a SAM file containing the mappings. +Works with BWA version >= 0.7.5. +NOTICE: In this wrapper, we only use 'mem' for mapping step. + +usage: bwa_mem.py [options] + +See below for options +""" + +import optparse, os, shutil, subprocess, sys, tempfile + +def stop_err( msg ): + sys.stderr.write( '%s\n' % msg ) + sys.exit() + +def check_is_double_encoded( fastq ): + # check that first read is bases, not one base followed by numbers + bases = [ 'A', 'C', 'G', 'T', 'a', 'c', 'g', 't', 'N' ] + nums = [ '0', '1', '2', '3' ] + for line in file( fastq, 'rb'): + if not line.strip() or line.startswith( '@' ): + continue + if len( [ b for b in line.strip() if b in nums ] ) > 0: + return False + elif line.strip()[0] in bases and len( [ b for b in line.strip() if b in bases ] ) == len( line.strip() ): + return True + else: + raise Exception, 'First line in first read does not appear to be a valid FASTQ read in either base-space or color-space' + raise Exception, 'There is no non-comment and non-blank line in your FASTQ file' + +def __main__(): + descr = "bwa_mem.py: Map (long length) reads against a reference genome with BWA-MEM." + parser = optparse.OptionParser(description=descr) + parser.add_option( '-t', '--threads', default=1, help='The number of threads to use [1]' ) + parser.add_option( '--ref', help='The reference genome to use or index' ) + parser.add_option( '-f', '--fastq', help='The (forward) fastq file to use for the mapping' ) + parser.add_option( '-F', '--rfastq', help='The reverse fastq file to use for mapping if paired-end data' ) + parser.add_option( '-u', '--output', help='The file to save the output (SAM format)' ) + parser.add_option( '-g', '--genAlignType', help='The type of pairing (single or paired)' ) + parser.add_option( '--params', help='Parameter setting to use (pre_set or full)' ) + parser.add_option( '-s', '--fileSource', help='Whether to use a previously indexed reference sequence or one form history (indexed or history)' ) + parser.add_option( '-D', '--dbkey', help='Dbkey for reference genome' ) + + parser.add_option( '-k', '--minEditDistSeed', default=19, type=int, help='Minimum edit distance to the seed [19]' ) + parser.add_option( '-w', '--bandWidth', default=100, type=int, help='Band width for banded alignment [100]' ) + parser.add_option( '-d', '--offDiagonal', default=100, type=int, help='off-diagonal X-dropoff [100]' ) + parser.add_option( '-r', '--internalSeeds', default=1.5, type=float, help='look for internal seeds inside a seed longer than {-k} * FLOAT [1.5]' ) + parser.add_option( '-c', '--seedsOccurrence', default=10000, type=int, help='skip seeds with more than INT occurrences [10000]' ) + parser.add_option( '-S', '--mateRescue', default=False, help='skip mate rescue' ) + parser.add_option( '-P', '--skipPairing', default=False, help='skpe pairing, mate rescue performed unless -S also in use' ) + parser.add_option( '-A', '--seqMatch', default=1, type=int, help='score of a sequence match' ) + parser.add_option( '-B', '--mismatch', default=4, type=int, help='penalty for a mismatch' ) + parser.add_option( '-O', '--gapOpen', default=6, type=int, help='gap open penalty' ) + parser.add_option( '-E', '--gapExtension', default=None, help='gap extension penalty; a gap of size k cost {-O} + {-E}*k [1]' ) + parser.add_option( '-L', '--clipping', default=5, type=int, help='penalty for clipping [5]' ) + parser.add_option( '-U', '--unpairedReadpair', default=17, type=int, help='penalty for an unpaired read pair [17]' ) + parser.add_option( '-p', '--interPairEnd', default=False, help='first query file consists of interleaved paired-end sequences' ) + parser.add_option( '--rgid', help='Read group identifier' ) + parser.add_option( '--rgsm', help='Sample' ) + parser.add_option( '--rgpl', choices=[ 'CAPILLARY', 'LS454', 'ILLUMINA', 'SOLID', 'HELICOS', 'IONTORRENT', 'PACBIO' ], help='Platform/technology used to produce the reads' ) + parser.add_option( '--rglb', help='Library name' ) + parser.add_option( '--rgpu', help='Platform unit (e.g. flowcell-barcode.lane for Illumina or slide for SOLiD)' ) + parser.add_option( '--rgcn', help='Sequencing center that produced the read' ) + parser.add_option( '--rgds', help='Description' ) + parser.add_option( '--rgdt', help='Date that run was produced (ISO8601 format date or date/time, like YYYY-MM-DD)' ) + parser.add_option( '--rgfo', help='Flow order' ) + parser.add_option( '--rgks', help='The array of nucleotide bases that correspond to the key sequence of each read' ) + parser.add_option( '--rgpg', help='Programs used for processing the read group' ) + parser.add_option( '--rgpi', help='Predicted median insert size' ) + parser.add_option( '-T', '--minScore', default=30, type=int, help='minimum score to output [30]' ) + parser.add_option( '-M', '--mark', default=False, help='mark shorter split hits as secondary (for Picard/GATK compatibility)' ) + parser.add_option( '-H', '--suppressHeader', dest='suppressHeader', help='Suppress header' ) + (options, args) = parser.parse_args() + if len(args) > 0: + parser.error('Wrong number of arguments') + + # output version # of tool + try: + tmp = tempfile.NamedTemporaryFile().name + tmp_stdout = open( tmp, 'wb' ) + proc = subprocess.Popen( args='bwa 2>&1', shell=True, stdout=tmp_stdout ) + tmp_stdout.close() + returncode = proc.wait() + stdout = None + for line in open( tmp_stdout.name, 'rb' ): + if line.lower().find( 'version' ) >= 0: + stdout = line.strip() + break + if stdout: + sys.stdout.write( 'BWA %s\n' % stdout ) + else: + raise Exception + except: + sys.stdout.write( 'Could not determine BWA version\n' ) + + fastq = options.fastq + if options.rfastq: + rfastq = options.rfastq + + # make temp directory for placement of indices + tmp_index_dir = tempfile.mkdtemp() + tmp_dir = tempfile.mkdtemp() + # index if necessary + if options.fileSource == 'history': + ref_file = tempfile.NamedTemporaryFile( dir=tmp_index_dir ) + ref_file_name = ref_file.name + ref_file.close() + os.symlink( options.ref, ref_file_name ) + # determine which indexing algorithm to use, based on size + try: + size = os.stat( options.ref ).st_size + if size <= 2**30: + indexingAlg = 'is' + else: + indexingAlg = 'bwtsw' + except: + indexingAlg = 'is' + indexing_cmds = '-a %s' % indexingAlg + cmd1 = 'bwa index %s %s' % ( indexing_cmds, ref_file_name ) + try: + tmp = tempfile.NamedTemporaryFile( dir=tmp_index_dir ).name + tmp_stderr = open( tmp, 'wb' ) + proc = subprocess.Popen( args=cmd1, shell=True, cwd=tmp_index_dir, stderr=tmp_stderr.fileno() ) + returncode = proc.wait() + tmp_stderr.close() + # get stderr, allowing for case where it's very large + tmp_stderr = open( tmp, 'rb' ) + stderr = '' + buffsize = 1048576 + try: + while True: + stderr += tmp_stderr.read( buffsize ) + if not stderr or len( stderr ) % buffsize != 0: + break + except OverflowError: + pass + tmp_stderr.close() + if returncode != 0: + raise Exception, stderr + except Exception, e: + # clean up temp dirs + if os.path.exists( tmp_index_dir ): + shutil.rmtree( tmp_index_dir ) + if os.path.exists( tmp_dir ): + shutil.rmtree( tmp_dir ) + stop_err( 'Error indexing reference sequence. ' + str( e ) ) + else: + ref_file_name = options.ref + # if options.illumina13qual: + # illumina_quals = "-I" + # else: + # illumina_quals = "" + + # set up aligning and generate aligning command args + start_cmds = '-t %s ' % options.threads + if options.params == 'pre_set': + # aligning_cmds = '-t %s %s' % ( options.threads, illumina_quals ) + #start_cmds = '-t %s ' % options.threads + end_cmds = ' ' + print start_cmds, end_cmds + + else: + end_cmds = '-k %s -w %s -d %s -r %s -c %s -A %s -B %s -O %s -L %s -U %s -T %s ' % (options.minEditDistSeed, options.bandWidth, options.offDiagonal, options.internalSeeds, options.seedsOccurrence, options.seqMatch, options.mismatch, options.gapOpen, options.clipping, options.unpairedReadpair, options.minScore) + if options.mateRescue: + end_cmds += '-S ' + if options.skipPairing: + end_cmds += '-P ' + else: + if options.skipPairing: + print "Option Error and will not be considered, you should also choose 'skip mate rescue -S' option! " + if options.gapExtension != None: + end_cmds += '-E %s ' % options.gapExtension + + if options.rgid: + if not options.rglb or not options.rgpl or not options.rgsm or not options.rglb: + stop_err( 'If you want to specify read groups, you must include the ID, LB, PL, and SM tags.' ) + # readGroup = '@RG\tID:%s\tLB:%s\tPL:%s\tSM:%s' % ( options.rgid, options.rglb, options.rgpl, options.rgsm ) + readGroup = '@RG\tID:%s\tLB:%s\tPL:%s\tSM:%s' % ( options.rgid, options.rglb, options.rgpl, options.rgsm ) + if options.rgpu: + readGroup += '\tPU:%s' % options.rgpu + if options.rgcn: + readGroup += '\tCN:%s' % options.rgcn + if options.rgds: + readGroup += '\tDS:%s' % options.rgds + if options.rgdt: + readGroup += '\tDT:%s' % options.rgdt + if options.rgfo: + readGroup += '\tFO:%s' % options.rgfo + if options.rgks: + readGroup += '\tKS:%s' % options.rgks + if options.rgpg: + readGroup += '\tPG:%s' % options.rgpg + if options.rgpi: + readGroup += '\tPI:%s' % options.rgpi + end_cmds += ' -R "%s" ' % readGroup + + if options.interPairEnd: + end_cmds += '-p %s ' % options.interPairEnd + if options.mark: + end_cmds += '-M ' + + + if options.genAlignType == 'paired': + cmd = 'bwa mem %s %s %s %s %s > %s' % ( start_cmds, ref_file_name, fastq, rfastq, end_cmds, options.output ) + else: + cmd = 'bwa mem %s %s %s %s > %s' % ( start_cmds, ref_file_name, fastq, end_cmds, options.output ) + + # perform alignments + buffsize = 1048576 + try: + # need to nest try-except in try-finally to handle 2.4 + try: + try: + tmp = tempfile.NamedTemporaryFile( dir=tmp_dir ).name + tmp_stderr = open( tmp, 'wb' ) + print "The cmd is %s" % cmd + proc = subprocess.Popen( args=cmd, shell=True, cwd=tmp_dir, stderr=tmp_stderr.fileno() ) + returncode = proc.wait() + tmp_stderr.close() + # get stderr, allowing for case where it's very large + tmp_stderr = open( tmp, 'rb' ) + stderr = '' + try: + while True: + stderr += tmp_stderr.read( buffsize ) + if not stderr or len( stderr ) % buffsize != 0: + break + except OverflowError: + pass + tmp_stderr.close() + if returncode != 0: + raise Exception, stderr + except Exception, e: + raise Exception, 'Error generating alignments. ' + str( e ) + # remove header if necessary + if options.suppressHeader == 'true': + tmp_out = tempfile.NamedTemporaryFile( dir=tmp_dir) + tmp_out_name = tmp_out.name + tmp_out.close() + try: + shutil.move( options.output, tmp_out_name ) + except Exception, e: + raise Exception, 'Error moving output file before removing headers. ' + str( e ) + fout = file( options.output, 'w' ) + for line in file( tmp_out.name, 'r' ): + if not ( line.startswith( '@HD' ) or line.startswith( '@SQ' ) or line.startswith( '@RG' ) or line.startswith( '@PG' ) or line.startswith( '@CO' ) ): + fout.write( line ) + fout.close() + # check that there are results in the output file + if os.path.getsize( options.output ) > 0: + sys.stdout.write( 'BWA run on %s-end data' % options.genAlignType ) + else: + raise Exception, 'The output file is empty. You may simply have no matches, or there may be an error with your input file or settings.' + except Exception, e: + stop_err( 'The alignment failed.\n' + str( e ) ) + finally: + # clean up temp dir + if os.path.exists( tmp_index_dir ): + shutil.rmtree( tmp_index_dir ) + if os.path.exists( tmp_dir ): + shutil.rmtree( tmp_dir ) + +if __name__ == "__main__": + __main__()