Mercurial > repos > ieguinoa > data_manager_fetch_gff
view data_manager/data_manager_fetch_gff.py @ 0:ac4fde07eaed draft
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author | ieguinoa |
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date | Mon, 09 Jul 2018 11:58:50 -0400 |
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children | c57bd7f3fb46 |
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#!/usr/bin/env python #Dan Blankenberg import sys import os import tempfile import shutil import optparse from ftplib import FTP import tarfile import zipfile import gzip import bz2 try: # For Python 3.0 and later from urllib.request import urlopen from io import BytesIO as StringIO from io import UnsupportedOperation except ImportError: # Fall back to Python 2's urllib2 from urllib2 import urlopen from StringIO import StringIO UnsupportedOperation = AttributeError from json import loads, dumps CHUNK_SIZE = 2**20 # 1mb DATA_TABLE_NAME = 'all_gff' def cleanup_before_exit( tmp_dir ): if tmp_dir and os.path.exists( tmp_dir ): shutil.rmtree( tmp_dir ) def stop_err(msg): sys.stderr.write(msg) sys.exit(1) def get_dbkey_dbname_id_name( params, dbkey_description=None ): dbkey = params['param_dict']['dbkey_source']['dbkey'] #TODO: ensure sequence_id is unique and does not already appear in location file sequence_id = params['param_dict']['sequence_id'] if not sequence_id: sequence_id = dbkey #uuid.uuid4() generate and use an uuid instead? if params['param_dict']['dbkey_source']['dbkey_source_selector'] == 'new': dbkey_name = params['param_dict']['dbkey_source']['dbkey_name'] if not dbkey_name: dbkey_name = dbkey else: dbkey_name = None sequence_name = params['param_dict']['sequence_name'] if not sequence_name: sequence_name = dbkey_description if not sequence_name: sequence_name = dbkey return dbkey, dbkey_name, sequence_id, sequence_name def _get_files_in_ftp_path( ftp, path ): path_contents = [] ftp.retrlines( 'MLSD %s' % ( path ), path_contents.append ) return [ line.split( ';' )[ -1 ].lstrip() for line in path_contents ] def _get_stream_readers_for_tar( fh, tmp_dir ): fasta_tar = tarfile.open( fileobj=fh, mode='r:*' ) return [x for x in [fasta_tar.extractfile(member) for member in fasta_tar.getmembers()] if x] def _get_stream_readers_for_zip( fh, tmp_dir ): """ Unpacks all archived files in a zip file. Individual files will be concatenated (in _stream_fasta_to_file) """ fasta_zip = zipfile.ZipFile( fh, 'r' ) rval = [] for member in fasta_zip.namelist(): fasta_zip.extract( member, tmp_dir ) rval.append( open( os.path.join( tmp_dir, member ), 'rb' ) ) return rval def _get_stream_readers_for_gzip( fh, tmp_dir ): return [ gzip.GzipFile( fileobj=fh, mode='rb') ] def _get_stream_readers_for_bz2( fh, tmp_dir ): return [ bz2.BZ2File( fh.name, 'rb') ] def sort_fasta( fasta_filename, sort_method, params ): if sort_method is None: return assert sort_method in SORTING_METHODS, ValueError( "%s is not a valid sorting option." % sort_method ) return SORTING_METHODS[ sort_method ]( fasta_filename, params ) def _move_and_index_fasta_for_sorting( fasta_filename ): unsorted_filename = tempfile.NamedTemporaryFile().name shutil.move( fasta_filename, unsorted_filename ) fasta_offsets = {} unsorted_fh = open( unsorted_filename ) while True: offset = unsorted_fh.tell() line = unsorted_fh.readline() if not line: break if line.startswith( ">" ): line = line.split( None, 1 )[0][1:] fasta_offsets[ line ] = offset unsorted_fh.close() current_order = map( lambda x: x[1], sorted( map( lambda x: ( x[1], x[0] ), fasta_offsets.items() ) ) ) return ( unsorted_filename, fasta_offsets, current_order ) def _write_sorted_fasta( sorted_names, fasta_offsets, sorted_fasta_filename, unsorted_fasta_filename ): unsorted_fh = open( unsorted_fasta_filename ) sorted_fh = open( sorted_fasta_filename, 'wb+' ) for name in sorted_names: offset = fasta_offsets[ name ] unsorted_fh.seek( offset ) sorted_fh.write( unsorted_fh.readline() ) while True: line = unsorted_fh.readline() if not line or line.startswith( ">" ): break sorted_fh.write( line ) unsorted_fh.close() sorted_fh.close() def _sort_fasta_as_is( fasta_filename, params ): return def _sort_fasta_lexicographical( fasta_filename, params ): ( unsorted_filename, fasta_offsets, current_order ) = _move_and_index_fasta_for_sorting( fasta_filename ) sorted_names = sorted( fasta_offsets.keys() ) if sorted_names == current_order: shutil.move( unsorted_filename, fasta_filename ) else: _write_sorted_fasta( sorted_names, fasta_offsets, fasta_filename, unsorted_filename ) def _sort_fasta_gatk( fasta_filename, params ): #This method was added by reviewer request. ( unsorted_filename, fasta_offsets, current_order ) = _move_and_index_fasta_for_sorting( fasta_filename ) sorted_names = map( str, range( 1, 23 ) ) + [ 'X', 'Y' ] #detect if we have chrN, or just N has_chr = False for chrom in sorted_names: if "chr%s" % chrom in current_order: has_chr = True break if has_chr: sorted_names = map( lambda x: "chr%s" % x, sorted_names) sorted_names.insert( 0, "chrM" ) else: sorted_names.insert( 0, "MT" ) sorted_names.extend( map( lambda x: "%s_random" % x, sorted_names ) ) existing_sorted_names = [] for name in sorted_names: if name in current_order: existing_sorted_names.append( name ) for name in current_order: #TODO: confirm that non-canonical names do not need to be sorted specially if name not in existing_sorted_names: existing_sorted_names.append( name ) if existing_sorted_names == current_order: shutil.move( unsorted_filename, fasta_filename ) else: _write_sorted_fasta( existing_sorted_names, fasta_offsets, fasta_filename, unsorted_filename ) def _sort_fasta_custom( fasta_filename, params ): ( unsorted_filename, fasta_offsets, current_order ) = _move_and_index_fasta_for_sorting( fasta_filename ) sorted_names = [] for id_repeat in params['param_dict']['sorting']['sequence_identifiers']: sorted_names.append( id_repeat[ 'identifier' ] ) handle_not_listed = params['param_dict']['sorting']['handle_not_listed_selector'] if handle_not_listed.startswith( 'keep' ): add_list = [] for name in current_order: if name not in sorted_names: add_list.append( name ) if add_list: if handle_not_listed == 'keep_append': sorted_names.extend( add_list ) else: add_list.extend( sorted_names ) sorted_names = add_list if sorted_names == current_order: shutil.move( unsorted_filename, fasta_filename ) else: _write_sorted_fasta( sorted_names, fasta_offsets, fasta_filename, unsorted_filename ) def _download_file(start, fh): tmp = tempfile.NamedTemporaryFile() tmp.write(start) tmp.write(fh.read()) tmp.flush() tmp.seek(0) return tmp def get_stream_reader(fh, tmp_dir): """ Check if file is compressed and return correct stream reader. If file has to be downloaded, do it now. """ magic_dict = { b"\x1f\x8b\x08": _get_stream_readers_for_gzip, b"\x42\x5a\x68": _get_stream_readers_for_bz2, b"\x50\x4b\x03\x04": _get_stream_readers_for_zip, } start_of_file = fh.read(CHUNK_SIZE) try: fh.seek(0) except UnsupportedOperation: # This is if fh has been created by urlopen fh = _download_file(start_of_file, fh) for k,v in magic_dict.items(): if start_of_file.startswith(k): return v(fh, tmp_dir) try: # Check if file is tar file if tarfile.open(fileobj=StringIO(start_of_file)): return _get_stream_readers_for_tar(fh, tmp_dir) except tarfile.ReadError: pass return fh def _get_ucsc_download_address(params, dbkey): """ Check if we can find the correct file for the supplied dbkey on UCSC's FTP server """ UCSC_FTP_SERVER = 'hgdownload.cse.ucsc.edu' UCSC_DOWNLOAD_PATH = '/goldenPath/%s/bigZips/' COMPRESSED_EXTENSIONS = ['.tar.gz', '.tgz', '.tar.bz2', '.zip', '.fa.gz', '.fa.bz2'] email = params['param_dict']['__user_email__'] if not email: email = 'anonymous@example.com' ucsc_dbkey = params['param_dict']['reference_source']['requested_dbkey'] or dbkey UCSC_CHROM_FA_FILENAMES = ['%s.chromFa' % ucsc_dbkey, 'chromFa', ucsc_dbkey] ftp = FTP(UCSC_FTP_SERVER) ftp.login('anonymous', email) ucsc_path = UCSC_DOWNLOAD_PATH % ucsc_dbkey path_contents = _get_files_in_ftp_path(ftp, ucsc_path) ftp.quit() for ucsc_chrom_fa_filename in UCSC_CHROM_FA_FILENAMES: for ext in COMPRESSED_EXTENSIONS: if "%s%s" % (ucsc_chrom_fa_filename, ext) in path_contents: ucsc_file_name = "%s%s%s" % (ucsc_path, ucsc_chrom_fa_filename, ext) return "ftp://%s%s" % (UCSC_FTP_SERVER, ucsc_file_name) raise Exception('Unable to determine filename for UCSC Genome for %s: %s' % (ucsc_dbkey, path_contents)) def add_fasta_to_table(data_manager_dict, fasta_readers, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, params): for data_table_name, data_table_entry in _stream_fasta_to_file( fasta_readers, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, params ): if data_table_entry: _add_data_table_entry( data_manager_dict, data_table_entry, data_table_name ) def download_from_ucsc( data_manager_dict, params, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, tmp_dir ): url = _get_ucsc_download_address(params, dbkey) fasta_readers = get_stream_reader(urlopen(url), tmp_dir) add_fasta_to_table(data_manager_dict, fasta_readers, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, params) def download_from_ncbi( data_manager_dict, params, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, tmp_dir ): NCBI_DOWNLOAD_URL = 'http://togows.dbcls.jp/entry/ncbi-nucleotide/%s.fasta' #FIXME: taken from dave's genome manager...why some japan site? requested_identifier = params['param_dict']['reference_source']['requested_identifier'] url = NCBI_DOWNLOAD_URL % requested_identifier fasta_readers = get_stream_reader(urlopen(url), tmp_dir) add_fasta_to_table(data_manager_dict, fasta_readers, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, params) def download_from_url( data_manager_dict, params, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, tmp_dir ): urls = filter( bool, map( lambda x: x.strip(), params['param_dict']['reference_source']['user_url'].split( '\n' ) ) ) fasta_readers = [ get_stream_reader(urlopen( url ), tmp_dir) for url in urls ] add_fasta_to_table(data_manager_dict, fasta_readers, target_directory, dbkey, dbkey_name, sequence_id,sequence_name, params) def download_from_history( data_manager_dict, params, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, tmp_dir ): #TODO: allow multiple FASTA input files input_filename = params['param_dict']['reference_source']['input_fasta'] if isinstance( input_filename, list ): fasta_readers = [ get_stream_reader(open(filename, 'rb'), tmp_dir) for filename in input_filename ] else: fasta_readers = get_stream_reader(open(input_filename), tmp_dir) add_fasta_to_table(data_manager_dict, fasta_readers, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, params) def copy_from_directory( data_manager_dict, params, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, tmp_dir ): input_filename = params['param_dict']['reference_source']['fasta_filename'] create_symlink = params['param_dict']['reference_source']['create_symlink'] == 'create_symlink' if create_symlink: data_table_entries = _create_symlink( input_filename, target_directory, dbkey, dbkey_name, sequence_id, sequence_name ) else: if isinstance( input_filename, list ): fasta_readers = [ get_stream_reader(open(filename, 'rb'), tmp_dir) for filename in input_filename ] else: fasta_readers = get_stream_reader(open(input_filename), tmp_dir) data_table_entries = _stream_fasta_to_file( fasta_readers, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, params ) for data_table_name, data_table_entry in data_table_entries: if data_table_entry: _add_data_table_entry( data_manager_dict, data_table_entry, data_table_name ) def _add_data_table_entry( data_manager_dict, data_table_entry, data_table_name ): data_manager_dict['data_tables'] = data_manager_dict.get( 'data_tables', {} ) data_manager_dict['data_tables'][data_table_name] = data_manager_dict['data_tables'].get( DATA_TABLE_NAME, [] ) data_manager_dict['data_tables'][data_table_name].append( data_table_entry ) return data_manager_dict def _stream_fasta_to_file( fasta_stream, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, params, close_stream=True ): fasta_base_filename = "%s.gff" % sequence_id fasta_filename = os.path.join( target_directory, fasta_base_filename ) with open( fasta_filename, 'wb+' ) as fasta_writer: if isinstance( fasta_stream, list ) and len( fasta_stream ) == 1: fasta_stream = fasta_stream[0] if isinstance( fasta_stream, list ): last_char = None for fh in fasta_stream: if last_char not in [ None, '\n', '\r', b'\n', b'\r' ]: fasta_writer.write( b'\n' ) while True: data = fh.read( CHUNK_SIZE ) if data: fasta_writer.write( data ) last_char = data[-1] else: break if close_stream: fh.close() else: while True: data = fasta_stream.read( CHUNK_SIZE ) if data: fasta_writer.write( data ) else: break if close_stream: fasta_stream.close() #sort_fasta( fasta_filename, params['param_dict']['sorting']['sort_selector'], params ) dbkey_dict = None if dbkey_name: #do len calc here #len_base_name = "%s.len" % ( dbkey ) #compute_fasta_length( fasta_filename, os.path.join( target_directory, len_base_name ), keep_first_word=True ) dbkey_dict = dict( value=dbkey, name=dbkey_name, len_path='' ) return [ ( '__dbkeys__', dbkey_dict ), ( DATA_TABLE_NAME, dict( value=sequence_id, dbkey=dbkey, name=sequence_name, path=fasta_base_filename ) ) ] def compute_fasta_length( fasta_file, out_file, keep_first_word=False ): infile = fasta_file out = open( out_file, 'w') fasta_title = '' seq_len = 0 first_entry = True for line in open( infile ): line = line.strip() if not line or line.startswith( '#' ): continue if line[0] == '>': if first_entry == False: if keep_first_word: fasta_title = fasta_title.split()[0] out.write( "%s\t%d\n" % ( fasta_title[ 1: ], seq_len ) ) else: first_entry = False fasta_title = line seq_len = 0 else: seq_len += len(line) # last fasta-entry if keep_first_word: fasta_title = fasta_title.split()[0] out.write( "%s\t%d\n" % ( fasta_title[ 1: ], seq_len ) ) out.close() def _create_symlink( input_filename, target_directory, dbkey, dbkey_name, sequence_id, sequence_name ): fasta_base_filename = "%s.fa" % sequence_id fasta_filename = os.path.join( target_directory, fasta_base_filename ) os.symlink( input_filename, fasta_filename ) dbkey_dict = None if dbkey_name: #do len calc here len_base_name = "%s.len" % ( dbkey ) compute_fasta_length( fasta_filename, os.path.join( target_directory, len_base_name ), keep_first_word=True ) dbkey_dict = dict( value=dbkey, name=dbkey_name, len_path=len_base_name ) return [ ( '__dbkeys__', dbkey_dict ), ( DATA_TABLE_NAME, dict( value=sequence_id, dbkey=dbkey, name=sequence_name, path=fasta_base_filename ) ) ] REFERENCE_SOURCE_TO_DOWNLOAD = dict( ucsc=download_from_ucsc, ncbi=download_from_ncbi, url=download_from_url, history=download_from_history, directory=copy_from_directory ) SORTING_METHODS = dict( as_is=_sort_fasta_as_is, lexicographical=_sort_fasta_lexicographical, gatk=_sort_fasta_gatk, custom=_sort_fasta_custom ) def main(): #Parse Command Line parser = optparse.OptionParser() parser.add_option( '-d', '--dbkey_description', dest='dbkey_description', action='store', type="string", default=None, help='dbkey_description' ) parser.add_option( '-t', '--type', dest='file_type', action='store', type='string', default=None, help='file_type') (options, args) = parser.parse_args() filename = args[0] global DATA_TABLE_NAME if options.file_type == 'representative': DATA_TABLE_NAME= 'representative_gff' params = loads( open( filename ).read() ) target_directory = params[ 'output_data' ][0]['extra_files_path'] os.mkdir( target_directory ) data_manager_dict = {} dbkey, dbkey_name, sequence_id, sequence_name = get_dbkey_dbname_id_name( params, dbkey_description=options.dbkey_description ) if dbkey in [ None, '', '?' ]: raise Exception( '"%s" is not a valid dbkey. You must specify a valid dbkey.' % ( dbkey ) ) # Create a tmp_dir, in case a zip file needs to be uncompressed tmp_dir = tempfile.mkdtemp() #Fetch the FASTA try: REFERENCE_SOURCE_TO_DOWNLOAD[ params['param_dict']['reference_source']['reference_source_selector'] ]( data_manager_dict, params, target_directory, dbkey, dbkey_name, sequence_id, sequence_name, tmp_dir ) finally: cleanup_before_exit(tmp_dir) #save info to json file open( filename, 'wb' ).write( dumps( data_manager_dict ).encode() ) if __name__ == "__main__": main()