1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630
|
# Copyright 2004 by Jason A. Hackney. All rights reserved.
# This code is part of the Biopython distribution and governed by its
# license. Please see the LICENSE file that should have been included
# as part of this package.
from string import join
from Bio.Alphabet import IUPAC
from Bio import File
from Bio.ParserSupport import *
from Bio import Seq
from Bio.MEME import Motif
import re
class MEMERecord:
"""A class for holding the results of a MEME run.
A MEMERecord is an object that holds the results from running
MEME. It implements no methods of its own.
"""
def __init__ (self):
"""__init__ (self)"""
self.motifs = []
self.version = ""
self.datafile = ""
self.command = ""
self.alphabet = None
self.sequence_names = []
def get_motif_by_name (self, name):
for m in self.motifs:
if m.name == name:
return m
class MEMEParser (AbstractParser):
"""A parser for the text output of the MEME program.
Parses the output into an object of the MEMERecord class.
Methods:
parse (handle): parses the contents of the file handle passed to it.
Example:
f = open("meme.output.txt")
parser = MEMEParser()
meme_record = parser.parse(f)
for motif in meme_record.motifs:
for instance in motif.instances:
print instance.motif_name, instance.sequence_name, instance.strand, instance.pvalue
"""
def __init__ (self):
"""__init__ (self)"""
self._scanner = _MEMEScanner()
self._consumer = _MEMEConsumer()
def parse (self, handle):
"""parse (self, handle)"""
self._scanner.feed(handle, self._consumer)
return self._consumer.data
class _MEMEScanner:
"""Scanner for MEME output.
Methods:
feed
"""
def feed (self, handle, consumer):
"""
Feeds in MEME output for scanning. handle should
implement the readline method. consumer is
a Consumer object that can receive the salient events.
"""
if isinstance(handle, File.UndoHandle):
uhandle = handle
else:
uhandle = File.UndoHandle(handle)
self._scan_header(uhandle, consumer)
self._scan_motifs (uhandle, consumer)
def _scan_header(self, uhandle, consumer):
try:
read_and_call_until(uhandle, consumer.noevent, contains = 'MEME version')
except SyntaxError:
raise SyntaxError, "Improper input file. File should contain a line starting MEME version."
read_and_call(uhandle, consumer._version, start = 'MEME version')
read_and_call_until(uhandle, consumer.noevent, start = 'TRAINING SET')
read_and_call(uhandle, consumer.noevent, start = 'TRAINING SET')
read_and_call(uhandle, consumer.noevent, start = '****')
read_and_call(uhandle, consumer._datafile, start = 'DATAFILE')
read_and_call(uhandle, consumer._alphabet, start = 'ALPHABET')
read_and_call(uhandle, consumer.noevent, start = 'Sequence name')
read_and_call(uhandle, consumer.noevent, start = '----')
read_and_call_until(uhandle, consumer._sequence_name, start = '***')
read_and_call_until(uhandle, consumer.noevent, start = 'command:')
read_and_call(uhandle, consumer._commandline, start = 'command:')
read_and_call_until(uhandle, consumer.noevent, start = 'MOTIF 1')
def _scan_motifs(self, uhandle, consumer):
while 1:
read_and_call(uhandle, consumer._add_motif_with_info, start = 'MOTIF')
read_and_call_until(uhandle, consumer.noevent, contains = 'sorted by position p-value')
read_and_call(uhandle, consumer.motif_name, contains = 'sorted by position p-value')
read_and_call(uhandle, consumer.noevent, start = '---')
read_and_call(uhandle, consumer.noevent, start = 'Sequence name')
read_and_call(uhandle, consumer.noevent, start = '---')
read_and_call_until(uhandle, consumer.add_instance, start = '---')
read_and_call_until(uhandle, consumer.noevent, start = 'log-odds matrix')
read_and_call(uhandle, consumer.noevent)
read_and_call_until(uhandle, consumer.add_to_logodds, start = '---')
read_and_call_until(uhandle, consumer.noevent, start = 'letter-probability matrix')
read_and_call(uhandle, consumer.noevent, start = 'letter-probability matrix')
read_and_call_until(uhandle, consumer.add_to_pssm, start = '---')
read_and_call_until(uhandle, consumer.noevent, start = 'Time')
read_and_call(uhandle, consumer.noevent, start = 'Time')
read_and_call(uhandle, consumer.noevent, blank = 1)
read_and_call(uhandle, consumer.noevent, start = '***')
read_and_call_while(uhandle, consumer.noevent, blank = 1)
read_and_call(uhandle, consumer.noevent, start = '***')
line = safe_peekline(uhandle)
if line.startswith("SUMMARY OF MOTIFS"):
break
class _MEMEConsumer:
"""
Consumer that can receive events from MEME Scanner.
This is the Consumer object that should be passed to the
MEME Scanner.
"""
def __init__ (self):
self.current_motif = None
self.sequence_names = []
self.data = MEMERecord()
def _version (self, line):
line = line.strip()
ls = line.split()
self.data.version = ls[2]
def _datafile (self, line):
line = line.strip()
line = line.replace('DATAFILE= ','')
self.data.datafile = line
def _alphabet (self, line):
line = line.strip()
line = line.replace('ALPHABET= ','')
if line == 'ACGT':
al = IUPAC.unambiguous_dna
else:
al = IUPAC.protein
self.data.alphabet = al
def _sequence_name (self, line):
line = line.strip()
ls = line.split()
self.data.sequence_names.append(ls[0])
if len(ls) == 6:
self.data.sequence_names.append(ls[3])
def _commandline (self, line):
line = line.strip()
line = line.replace('command: ','')
self.data.command = line
def _add_motif_with_info (self, line):
line = line.strip()
ls = line.split()
motif = Motif.MEMEMotif()
motif._length(ls[4])
motif._numoccurrences(ls[7])
motif._evalue(ls[13])
motif._alphabet(self.data.alphabet)
self.data.motifs.append(motif)
self.current_motif = motif
def motif_name (self, line):
line = line.strip()
ls = line.split()
name = join(ls[0:2], ' ')
self.current_motif._name(name)
def add_instance (self, line):
line = line.strip()
ls = line.split()
if self.data.command.find('revcomp') != -1:
seq = Seq.Seq(ls[5], self.data.alphabet)
self.current_motif.add_instance_from_values(name = ls[0], sequence = seq, start = ls[2], pvalue = ls[3], strand = ls[1])
else:
seq = Seq.Seq(ls[4], self.data.alphabet)
self.current_motif.add_instance_from_values(name = ls[0], sequence = seq, start = ls[1], pvalue = ls[2])
def add_to_pssm (self, line):
line = line.strip()
sl = line.split()
thisposition = tuple([float(i) for i in sl])
self.current_motif.add_to_pssm(thisposition)
def add_to_logodds (self, line):
line = line.strip()
sl = line.split()
thisposition = tuple([float(i) for i in sl])
self.current_motif.add_to_logodds(thisposition)
def noevent (self,line):
pass
class _MASTConsumer:
"""
Consumer that can receive events from _MASTScanner.
A _MASTConsumer parses lines from a mast text output file.
The motif match diagrams are parsed using line buffering.
Each of the buffering functions have a dummy variable that is
required for testing using the Bio.ParserSupport.TaggingConsumer.
If this variable isn't there, the TaggingConsumer barfs. In
the _MASTScanner, None is passed in the place of this variable.
"""
def __init__ (self):
self.data = MASTRecord()
self._current_seq = ""
self._line_buffer = []
self._buffer_size = 0
self._buffered_seq_start = 0
def _version (self, line):
line = line.strip()
ls = line.split()
self.data._version(ls[2])
def _database (self, line):
line = line.strip()
ls = line.split()
self.data._database(ls[1])
al = ""
if ls[2] == '(nucleotide)':
al = IUPAC.unambiguous_dna
self.data._alphabet(al)
else:
al = IUPAC.protein
self.data._alphabet(al)
def _add_motif (self, line):
line = line.strip()
ls = line.split()
m = Motif.MEMEMotif()
m._alphabet(self.data.alphabet)
m._length(ls[1])
name = ls[0]
m._name(name)
m._consensus(ls[2])
self.data._add_motif(m)
def _add_match_diagram (self, line):
line = line.strip()
ls = line.split()
self.data._add_diagram_for_sequence(ls[1], self._current_seq)
ds = ls[1].split('_')
i = 0
start = 0
for i in range(0,len(ds)):
if ds[i].find('[') != -1 or ds[i].find('<') != -1:
inst = Motif.Instance()
inst._seqname (self._current_seq)
inst._start (start)
r = re.compile('\d+')
mn = r.findall(ds[i])[0]
if ds[i].find('-') != -1:
inst.strand = '-'
else:
inst.strand = '+'
motif = self.data.get_motif_by_name(mn)
motif.add_instance(inst)
start += motif.length
else:
start += int(ds[i])
def _add_sequence_match_with_diagram (self, line):
line = line.strip()
ls = line.split()
self.data._add_sequence(ls[0])
self.data._add_diagram_for_sequence(ls[2],ls[0])
ds = ls[2].split('_')
i = 0
start = 0
for i in range(0,len(ds)):
if ds[i].find('+') != -1 or ds[i].find('-') != -1:
inst = Motif.Instance()
inst._seqname (ls[0])
inst._start (start)
r = re.compile('\d+')
mn = r.findall(ds[i])[0]
if ds[i].find('-') != -1:
inst.strand = '-'
else:
inst.strand = '+'
motif = self.data.get_motif_by_name(mn)
motif.add_instance(inst)
start += motif.length
else:
start += int(ds[i])
def _add_diagram_from_buffer (self, dummy):
line = ""
for l in self._line_buffer:
line += l.strip()
ls = line.split()
self.data._add_diagram_for_sequence(ls[1], self._current_seq)
ds = ls[1].split('_')
i = 0
start = 0
for i in range(0,len(ds)):
if ds[i].find('[') != -1 or ds[i].find('<') != -1:
inst = Motif.Instance()
inst._seqname (self._current_seq)
inst._start (start)
r = re.compile('\d+')
mn = r.findall(ds[i])[0]
if ds[i].find('-') != -1:
inst.strand = '-'
else:
inst.strand = '+'
motif = self.data.get_motif_by_name(mn)
motif.add_instance(inst)
start += motif.length
else:
start += int(ds[i])
def _set_current_seq (self, line):
line = line.strip()
self._current_seq = line
if not self.data.sequences.count(line):
self.data.sequences.append(line)
def _add_line_to_buffer (self, line):
line = line.strip()
if not line.startswith('*****'):
self._line_buffer.append(line)
else:
return -1
def _parse_buffer (self, dummy):
"""Parses the line buffer to get e-values for each instance of a motif.
This buffer parser is the most likely point of failure for the
MASTParser.
"""
insts = self.data.get_motif_matches_for_sequence(self._current_seq)
if len(insts) > 0:
fullSeq = self._line_buffer[self._buffer_size-1]
pvals = self._line_buffer[1].split()
p = 0
lpval = len(pvals)
while p < lpval:
if pvals[p].count('e') > 1:
#Break blocks up by e and parse into valid floats. This only
#works if there are no e-values greater than 1e-5.
pvs = []
spe = pvals[p].split('e')
spe.reverse()
dotind = spe[1].find('.')
if dotind == -1:
thispval = spe[1][-1] + 'e' + spe[0]
else:
thispval = spe[1][dotind-1:] + 'e' + spe[0]
pvs.append(thispval)
for spi in range(2,len(spe)):
dotind = spe[spi].find('.')
prevdotind = spe[spi-1].find('.')
if dotind != -1:
if prevdotind == -1:
thispval = spe[spi][dotind-1:] + 'e' + spe[spi-1][:-1]
else:
thispval = spe[spi][dotind-1:] + 'e' + spe[spi-1][0:prevdotind-1]
else:
if prevdotind == -1:
thispval = spe[spi][-1] + 'e' + spe[spi-1][:-1]
else:
thispval = spe[spi][-1] + 'e' + spe[spi-1][0:prevdotind-1]
pvs.append(thispval)
pvs.reverse()
if p > 0:
pvals = pvals[0:p] + pvs + pvals[p+1:]
else:
pvals = pvs + pvals[p+1:]
lpval = len(pvals)
p += 1
i = 0
if len(pvals) != len(insts):
sys.stderr.write("Failure to parse p-values for " + self._current_seq + ": " + self._line_buffer[1] + " to: " + str(pvals) + "\n")
pvals = []
# else:
# sys.stderr.write('These are just fine' + self._current_seq + ': ' + self._line_buffer[1] + " to: " + str(pvals) + "\n")
for i in range(0,len(insts)):
inst = insts[i]
start = inst.start - self._buffered_seq_start + 1
thisSeq = fullSeq[start:start+inst.length]
thisSeq = Seq.Seq(thisSeq, self.data.alphabet)
inst._sequence(thisSeq)
if pvals:
inst._pvalue(float(pvals[i]))
def _blank_buffer (self, dummy):
self._line_buffer = []
self._buffer_size = 0
def _collapse_buffer(self, dummy):
if self._buffer_size == 0:
if len(self._line_buffer) > 0:
self._buffer_size = len(self._line_buffer)
ll = self._line_buffer[self._buffer_size-1].split()
self._line_buffer[self._buffer_size-1] = ll[1]
self._buffered_seq_start = int(ll[0])
else:
i = 0
for i in range(self._buffer_size, len(self._line_buffer)-1):
self._line_buffer[i-self._buffer_size] = self._line_buffer[i-self._buffer_size] + self._line_buffer[i].strip()
ll = self._line_buffer[len(self._line_buffer)-1].split()
if int(ll[0]) == self._buffered_seq_start + len(self._line_buffer[self._buffer_size-1]):
self._line_buffer[self._buffer_size-1] += ll[1]
else:
differ = int(ll[0]) - (self._buffered_seq_start + len(self._line_buffer[self._buffer_size-1]))
self._line_buffer[self._buffer_size-1] += "N"*differ
self._line_buffer[self._buffer_size-1] += ll[1]
self._line_buffer = self._line_buffer[0:self._buffer_size]
def _add_motif_match (self, line):
line = line.strip()
if line.find('[') != -1 or line.find('<') != -1:
pass
elif line.find('e') != -1:
pass
elif line.find('+') != -1:
pass
def noevent (self, line):
pass
class MASTParser(AbstractParser):
"""
Parser for MAST text output. HTML output cannot be parsed, yet. Returns a MASTRecord
A MASTParser takes a file handle for a MAST text output file and
returns a MASTRecord, containing the hits between motifs and
sequences. The parser does some unusual line buffering to parse out
match diagrams. Really complex diagrams often lead to an error message
and p-values not being parsed for a given line.
Methods:
parse (handle): parses the data from the file handle passed to it.
Example:
f = open("mast_file.txt")
parser = MASTParser()
mast_record = parser.parse(f)
for motif in mast_record.motifs:
for instance in motif.instances:
print instance.motif_name, instance.sequence_name, instance.strand, instance.pvalue
"""
def __init__ (self):
self._consumer = _MASTConsumer()
self._scanner = _MASTScanner()
def parse (self, handle):
self._scanner.feed(handle, self._consumer)
return self._consumer.data
class _MASTScanner:
"""
Scanner for MAST text output.
"""
def feed (self, handle, consumer):
if isinstance(handle, File.UndoHandle):
uhandle = handle
else:
uhandle = File.UndoHandle(handle)
self._scan_header(uhandle, consumer)
self._scan_matches(uhandle, consumer)
self._scan_annotated_matches(uhandle, consumer)
def _scan_header (self, uhandle, consumer):
try:
read_and_call_until(uhandle, consumer.noevent, contains = "MAST version")
except SyntaxError:
raise SyntaxError, "Improper input file. Does not begin with a line with 'MAST version'"
read_and_call(uhandle, consumer._version, contains = 'MAST version')
read_and_call_until(uhandle, consumer.noevent, start = 'DATABASE AND MOTIFS')
read_and_call(uhandle, consumer.noevent, start = 'DATABASE')
read_and_call(uhandle, consumer.noevent, start = '****')
read_and_call(uhandle, consumer._database, contains = 'DATABASE')
read_and_call_until(uhandle, consumer.noevent, contains = 'MOTIF WIDTH')
read_and_call(uhandle, consumer.noevent, contains = 'MOTIF')
read_and_call(uhandle, consumer.noevent, contains = '----')
read_and_call_until(uhandle, consumer._add_motif, blank = 1)
read_and_call_until(uhandle, consumer.noevent, start = 'SECTION II:')
def _scan_matches (self, uhandle, consumer):
read_and_call_until(uhandle, consumer.noevent, start = 'SEQUENCE NAME')
read_and_call(uhandle, consumer.noevent, start = 'SEQUENCE NAME')
read_and_call(uhandle, consumer.noevent, start = '---')
# read_and_call_until(uhandle, consumer._add_sequence_match_with_diagram, blank = 1)
read_and_call_until(uhandle, consumer.noevent, blank = 1)
read_and_call(uhandle, consumer.noevent, blank = 1)
def _scan_annotated_matches (self, uhandle, consumer):
read_and_call_until(uhandle, consumer.noevent, start = 'SECTION III:')
read_and_call(uhandle, consumer.noevent, start = 'SECTION III:')
read_and_call_until(uhandle, consumer.noevent, start = '****')
read_and_call(uhandle, consumer.noevent, start = '****')
read_and_call_until(uhandle, consumer.noevent, start = '*****')
read_and_call(uhandle, consumer.noevent)
read_and_call_while(uhandle, consumer.noevent, blank = 1)
readMatches = 1
while readMatches == 1:
if consumer._current_seq:
if consumer._buffer_size != 0:
consumer._parse_buffer(None)
consumer._blank_buffer(None)
read_and_call(uhandle, consumer._set_current_seq)
read_and_call_until(uhandle, consumer.noevent, start = ' DIAGRAM')
read_and_call_until(uhandle, consumer._add_line_to_buffer, blank = 1)
consumer._add_diagram_from_buffer(None)
consumer._blank_buffer(None)
read_and_call(uhandle, consumer.noevent, blank = 1)
while 1:
line = safe_peekline(uhandle)
if line.startswith('****'):
consumer._parse_buffer(None)
readMatches = 0
break
read_and_call_until(uhandle, consumer._add_line_to_buffer, blank = 1)
read_and_call(uhandle, consumer.noevent, blank = 1)
consumer._collapse_buffer(None)
if attempt_read_and_call(uhandle, consumer.noevent, blank = 1):
break
elif attempt_read_and_call(uhandle, consumer.noevent, start = '*****'):
consumer._parse_buffer(None)
consumer._blank_buffer(None)
readMatches = 0
break
class MASTRecord:
"""The class for holding the results from a MAST run.
A MASTRecord holds data about matches between motifs and sequences.
The motifs held by the MASTRecord are objects of the class MEMEMotif.
Methods:
get_motif_matches_for_sequence(sequence_name): returns all of the
motif matches within a given sequence. The matches are objects of
the class MEME.Motif.Instance
get_motif_matches (motif_name): returns all of the matches for a motif
in the sequences searched. The matches returned are of class
MEME.Motif.Instance
get_motif_by_name (motif_name): returns a MEMEMotif with the given
name.
"""
def __init__ (self):
self.sequences = []
self.version = ""
self.matches = []
self.database = ""
self.diagrams = {}
self.alphabet = None
self.motifs = []
def _version (self, version):
self.version = version
def _alphabet (self, alphabet):
if alphabet == IUPAC.protein or alphabet == IUPAC.ambiguous_dna or alphabet == IUPAC.unambiguous_dna:
self.alphabet = alphabet
else:
return -1
def _database(self, database):
self.database = database
def get_motif_matches_for_sequence (self, seq):
insts = []
for m in self.motifs:
for i in m.instances:
if i.sequence_name == seq:
insts.append(i)
insts.sort(lambda x,y: cmp(x.start, y.start))
return insts
def get_motif_matches (self, motif):
m = self.get_motif_by_name (motif.name)
return m.instances
def _add_diagram_for_sequence (self, diagram, seq):
self.diagrams[seq] = diagram
def _add_match (self, match):
self.matches.append(match)
def _add_sequence (self, sequence):
self.sequences.append(sequence)
def _add_motif (self, motif):
self.motifs.append(motif)
def get_motif_by_name (self, name):
for m in self.motifs:
if m.name == name:
return m
|