13
|
1 # Copyright INRA (Institut National de la Recherche Agronomique)
|
|
2 # http://www.inra.fr
|
|
3 # http://urgi.versailles.inra.fr
|
|
4 #
|
|
5 # This software is governed by the CeCILL license under French law and
|
|
6 # abiding by the rules of distribution of free software. You can use,
|
|
7 # modify and/ or redistribute the software under the terms of the CeCILL
|
|
8 # license as circulated by CEA, CNRS and INRIA at the following URL
|
|
9 # "http://www.cecill.info".
|
|
10 #
|
|
11 # As a counterpart to the access to the source code and rights to copy,
|
|
12 # modify and redistribute granted by the license, users are provided only
|
|
13 # with a limited warranty and the software's author, the holder of the
|
|
14 # economic rights, and the successive licensors have only limited
|
|
15 # liability.
|
|
16 #
|
|
17 # In this respect, the user's attention is drawn to the risks associated
|
|
18 # with loading, using, modifying and/or developing or reproducing the
|
|
19 # software by the user in light of its specific status of free software,
|
|
20 # that may mean that it is complicated to manipulate, and that also
|
|
21 # therefore means that it is reserved for developers and experienced
|
|
22 # professionals having in-depth computer knowledge. Users are therefore
|
|
23 # encouraged to load and test the software's suitability as regards their
|
|
24 # requirements in conditions enabling the security of their systems and/or
|
|
25 # data to be ensured and, more generally, to use and operate it in the
|
|
26 # same conditions as regards security.
|
|
27 #
|
|
28 # The fact that you are presently reading this means that you have had
|
|
29 # knowledge of the CeCILL license and that you accept its terms.
|
|
30
|
|
31
|
|
32 import sys
|
|
33 import re
|
|
34 from commons.core.seq.Bioseq import Bioseq
|
|
35 from commons.core.stat.Stat import Stat
|
|
36
|
|
37
|
|
38 ## Handle a collection of a Bioseq (header-sequence)
|
|
39 #
|
|
40 class BioseqDB( object ):
|
|
41
|
|
42 def __init__( self, name="" ):
|
|
43 self.idx = {}
|
|
44 self.idx_renamed = {}
|
|
45 self.db = []
|
|
46 self.name = name
|
|
47 if name != "":
|
|
48 faFile = open( name )
|
|
49 self.read( faFile )
|
|
50 faFile.close()
|
|
51 self.mean_seq_lgth = None
|
|
52 self.stat = Stat()
|
|
53
|
|
54
|
|
55 ## Equal operator
|
|
56 #
|
|
57 def __eq__( self, o ):
|
|
58 if type(o) is type(self):
|
|
59 selfSize = self.getSize()
|
|
60 if selfSize != o.getSize():
|
|
61 return False
|
|
62 nbEqualInstances = 0
|
|
63 for i in self.db:
|
|
64 atLeastOneIsEqual = False
|
|
65 for j in o.db:
|
|
66 if i == j:
|
|
67 atLeastOneIsEqual = True
|
|
68 continue
|
|
69 if atLeastOneIsEqual:
|
|
70 nbEqualInstances += 1
|
|
71 if nbEqualInstances == selfSize:
|
|
72 return True
|
|
73 return False
|
|
74
|
|
75 ## Not equal operator
|
|
76 #
|
|
77 def __ne__(self, o):
|
|
78 return not self.__eq__(o)
|
|
79
|
|
80 ## Change the name of the BioseqDB
|
|
81 #
|
|
82 # @param name the BioseqDB name
|
|
83 #
|
|
84 def setName(self, name):
|
|
85 self.name = name
|
|
86
|
|
87
|
|
88 ## Record each sequence of the input file as a list of Bioseq instances
|
|
89 #
|
|
90 # @param faFileHandler handler of a fasta file
|
|
91 #
|
|
92 def read( self, faFileHandler ):
|
|
93 while True:
|
|
94 seq = Bioseq()
|
|
95 seq.read( faFileHandler )
|
|
96 if seq.sequence == None:
|
|
97 break
|
|
98 self.add( seq )
|
|
99
|
|
100
|
|
101 ## Write all Bioseq of BioseqDB in a formatted fasta file (60 character long)
|
|
102 #
|
|
103 # @param faFileHandler file handler of a fasta file
|
|
104 #
|
|
105 def write( self, faFileHandler ):
|
|
106 for bs in self.db:
|
|
107 bs.writeABioseqInAFastaFile( faFileHandler )
|
|
108
|
|
109
|
|
110 ## Write all Bioseq of BioseqDB in a formatted fasta file (60 character long)
|
|
111 #
|
|
112 # @param outFaFileName file name of fasta file
|
|
113 # @param mode 'write' or 'append'
|
|
114 #
|
|
115 def save( self, outFaFileName, mode="w" ):
|
|
116 outFaFile = open( outFaFileName, mode )
|
|
117 self.write( outFaFile )
|
|
118 outFaFile.close()
|
|
119
|
|
120
|
|
121 ## Read a formatted fasta file and load it in the BioseqDB instance
|
|
122 #
|
|
123 # @param inFaFileName file name of fasta file
|
|
124 #
|
|
125 def load(self, inFaFileName):
|
|
126 fichier = open(inFaFileName)
|
|
127 self.read(fichier)
|
|
128 fichier.close()
|
|
129
|
|
130
|
|
131 ## Reverse each sequence of the collection
|
|
132 #
|
|
133 def reverse( self ):
|
|
134 for bs in self.db:
|
|
135 bs.reverse()
|
|
136
|
|
137
|
|
138 ## Turn each sequence into its complement
|
|
139 #
|
|
140 def complement( self ):
|
|
141 for bs in self.db:
|
|
142 bs.complement()
|
|
143
|
|
144
|
|
145 ## Reverse and complement each sequence
|
|
146 #
|
|
147 def reverseComplement( self ):
|
|
148 for bs in self.db:
|
|
149 bs.reverseComplement()
|
|
150
|
|
151
|
|
152 ## Set the collection from a list of Bioseq instances
|
|
153 #
|
|
154 def setData( self, lBioseqs ):
|
|
155 for i in lBioseqs:
|
|
156 self.add( i )
|
|
157
|
|
158
|
|
159 ## Initialization of each attribute of the collection
|
|
160 #
|
|
161 def reset( self ):
|
|
162 self.db = []
|
|
163 self.idx = {}
|
|
164 self.name = None
|
|
165 self.mean_seq_lgth = None
|
|
166 self.stat.reset()
|
|
167
|
|
168
|
|
169 ## Remove all the gap of the sequences of the collection
|
|
170 #
|
|
171 def cleanGap(self):
|
|
172 for iBioSeq in self.db:
|
|
173 iBioSeq.cleanGap()
|
|
174
|
|
175
|
|
176 ## Add a Bioseq instance and update the attributes
|
|
177 #
|
|
178 # @param bs a Bioseq instance
|
|
179 #
|
|
180 def add( self, bs ):
|
|
181 if self.idx.has_key( bs.header ):
|
|
182 sys.stderr.write( "ERROR: two sequences with same header '%s'\n" % ( bs.header ) )
|
|
183 sys.exit(1)
|
|
184 self.db.append( bs )
|
|
185 self.idx[ bs.header ] = len(self.db) - 1
|
|
186 self.idx_renamed[ bs.header.replace("::","-").replace(":","-").replace(",","-").replace(" ","_") ] = len(self.db) - 1
|
|
187
|
|
188
|
|
189 ## Give the Bioseq instance corresponding to specified index
|
|
190 #
|
|
191 # @return a Bioseq instance
|
|
192 #
|
|
193 def __getitem__(self,index):
|
|
194 if index < len(self.db):
|
|
195 return self.db[index]
|
|
196
|
|
197
|
|
198 ## Give the number of sequences in the bank
|
|
199 #
|
|
200 # @return an integer
|
|
201 #
|
|
202 def getSize( self ):
|
|
203 return len( self.db )
|
|
204
|
|
205
|
|
206 ## Give the cumulative sequence length in the bank
|
|
207 #
|
|
208 # @return an integer
|
|
209 #
|
|
210 def getLength( self ):
|
|
211 cumLength = 0
|
|
212 for iBioseq in self.db:
|
|
213 cumLength += iBioseq.getLength()
|
|
214
|
|
215 return cumLength
|
|
216
|
|
217
|
|
218 ## Return the length of a given sequence via its header
|
|
219 #
|
|
220 # @return an integer
|
|
221 #
|
|
222 def getSeqLength( self, header ):
|
|
223 return self.fetch(header).getLength()
|
|
224
|
|
225
|
|
226 ## Return a list with the sequence headers
|
|
227 #
|
|
228 def getHeaderList( self ):
|
|
229 lHeaders = []
|
|
230 for bs in self.db:
|
|
231 lHeaders.append( bs.header )
|
|
232 return lHeaders
|
|
233
|
|
234
|
|
235 ## Return a list with the sequences
|
|
236 #
|
|
237 def getSequencesList( self ):
|
|
238 lSeqs = []
|
|
239 for bs in self.db:
|
|
240 lSeqs.append( bs.getSequence() )
|
|
241 return lSeqs
|
|
242
|
|
243
|
|
244 ## Give the Bioseq instance of the BioseqDB specified by its header
|
|
245 #
|
|
246 # @warning name of this method not appropriate getBioseqByHeader is proposed
|
|
247 # @param header string
|
|
248 # @return a Bioseq instance
|
|
249 #
|
|
250 def fetch( self, header ):
|
|
251 idx = self.idx.get(header,None)
|
|
252 if idx is not None:
|
|
253 return self.db[idx]
|
|
254 else:
|
|
255 idx = self.idx_renamed.get(header,None)
|
|
256 if idx is not None:
|
|
257 return self.db[idx]
|
|
258 else:
|
|
259 raise Exception("Header: "+header+" not found")
|
|
260
|
|
261
|
|
262 ## Get a list of Bioseq instances based on a list of headers
|
|
263 #
|
|
264 # @param lHeader list
|
|
265 # @return a list of Bioseq instances
|
|
266 #
|
|
267 def fetchList( self, lheader ):
|
|
268 result = []
|
|
269 for headerName in lheader:
|
|
270 result.append(self.fetch( headerName ))
|
|
271 return result
|
|
272
|
|
273
|
|
274 ## Sort self on its Bioseq size, possibly by decreasing length
|
|
275 #
|
|
276 # @param reverse boolean
|
|
277 #
|
|
278 def sortByLength(self, reverse = False):
|
|
279 self.db.sort(key = lambda iBS: iBS.getLength(), reverse = reverse)
|
|
280
|
|
281
|
|
282 ## Give the Bioseq instance of the BioseqDB specified by its renamed header
|
|
283 # In renamed header "::", ":", "," character are been replaced by "-" and " " by "_"
|
|
284 #
|
|
285 # @param renamedHeader string
|
|
286 # @return a Bioseq instance
|
|
287 #
|
|
288 def getBioseqByRenamedHeader( self, renamedHeader ):
|
|
289 return self.db[self.idx_renamed[renamedHeader]]
|
|
290
|
|
291
|
|
292 ## Count the number of times the given nucleotide is present in the bank.
|
|
293 #
|
|
294 # @param nt character (nt or aa)
|
|
295 # @return an integer
|
|
296 #
|
|
297 def countNt( self, nt ):
|
|
298 total = 0
|
|
299 for iBioseq in self.db:
|
|
300 total+= iBioseq.countNt( nt )
|
|
301 return total
|
|
302
|
|
303
|
|
304 ## Count the number of times each nucleotide (A,T,G,C,N) is present in the bank.
|
|
305 #
|
|
306 # @return a dictionary with nucleotide as key and an integer as values
|
|
307 #
|
|
308 def countAllNt( self ):
|
|
309 dNt2Count = {}
|
|
310 for nt in ["A","T","G","C","N"]:
|
|
311 dNt2Count[ nt ] = self.countNt( nt )
|
|
312 return dNt2Count
|
|
313
|
|
314
|
|
315 ## Extract a sub BioseqDB of specified size which beginning at specified start
|
|
316 #
|
|
317 # @param start integer index of first included Bioseq
|
|
318 # @param size integer size of expected BioseqDB
|
|
319 # @return a BioseqDB
|
|
320 #
|
|
321 def extractPart(self, start, size):
|
|
322 iShorterBioseqDB = BioseqDB()
|
|
323 for iBioseq in self.db[start:(start + size)]:
|
|
324 iShorterBioseqDB.add(iBioseq)
|
|
325 return iShorterBioseqDB
|
|
326
|
|
327
|
|
328 ## Extract a sub BioseqDB with the specified number of best length Bioseq
|
|
329 #
|
|
330 # @param numBioseq integer the number of Bioseq searched
|
|
331 # @return a BioseqDB
|
|
332 #
|
|
333 def bestLength(self, numBioseq):
|
|
334 length_list = []
|
|
335 numseq = 0
|
|
336 for each_seq in self.db:
|
|
337 if each_seq.sequence == None:
|
|
338 l=0
|
|
339 else:
|
|
340 l = each_seq.getLength()
|
|
341 length_list.append(l)
|
|
342 numseq = numseq + 1
|
|
343
|
|
344 length_list.sort()
|
|
345 size = len(length_list)
|
|
346 if numBioseq < size:
|
|
347 len_min = length_list[size-numBioseq]
|
|
348 else:
|
|
349 len_min = length_list[0]
|
|
350
|
|
351 numseq = 0
|
|
352 nbsave = 0
|
|
353 bestSeqs = BioseqDB()
|
|
354 bestSeqs.setName(self.name)
|
|
355 for each_seq in self.db:
|
|
356 if each_seq.sequence == None:
|
|
357 l=0
|
|
358 else :
|
|
359 l = each_seq.getLength()
|
|
360 numseq = numseq + 1
|
|
361 if l >= len_min:
|
|
362 bestSeqs.add(each_seq)
|
|
363 nbsave = nbsave + 1
|
|
364 if nbsave == numBioseq :
|
|
365 break
|
|
366 return bestSeqs
|
|
367
|
|
368
|
|
369 ## Extract a sub BioseqDB from a file with Bioseq header containing the specified pattern
|
|
370 #
|
|
371 # @param pattern regular expression of wished Bioseq header
|
|
372 # @param inFileName name of fasta file in which we want extract the BioseqDB
|
|
373 #
|
|
374 def extractPatternOfFile(self, pattern, inFileName):
|
|
375 if pattern=="" :
|
|
376 return
|
|
377 srch=re.compile(pattern)
|
|
378 file_db=open(inFileName)
|
|
379 numseq=0
|
|
380 nbsave=0
|
|
381 while 1:
|
|
382 seq=Bioseq()
|
|
383 seq.read(file_db)
|
|
384 if seq.sequence==None:
|
|
385 break
|
|
386 numseq+=1
|
|
387 m=srch.search(seq.header)
|
|
388 if m:
|
|
389 self.add(seq)
|
|
390 nbsave+=1
|
|
391 file_db.close()
|
|
392
|
|
393
|
|
394 ## Extract a sub BioseqDB from the instance with all Bioseq header containing the specified pattern
|
|
395 #
|
|
396 # @param pattern regular expression of wished Bioseq header
|
|
397 #
|
|
398 # @return a BioseqDB
|
|
399 #
|
|
400 def getByPattern(self,pattern):
|
|
401 if pattern=="" :
|
|
402 return
|
|
403 iBioseqDB=BioseqDB()
|
|
404 srch=re.compile(pattern)
|
|
405 for iBioseq in self.db:
|
|
406 if srch.search(iBioseq.header):
|
|
407 iBioseqDB.add(iBioseq)
|
|
408 return iBioseqDB
|
|
409
|
|
410
|
|
411 ## Extract a sub BioseqDB from the instance with all Bioseq header not containing the specified pattern
|
|
412 #
|
|
413 # @param pattern regular expression of not wished Bioseq header
|
|
414 #
|
|
415 # @return a BioseqDB
|
|
416 #
|
|
417 def getDiffFromPattern(self,pattern):
|
|
418 if pattern=="" :
|
|
419 return
|
|
420 iBioseqDB=BioseqDB()
|
|
421 srch=re.compile(pattern)
|
|
422 for iBioseq in self.db:
|
|
423 if not srch.search(iBioseq.header):
|
|
424 iBioseqDB.add(iBioseq)
|
|
425 return iBioseqDB
|
|
426
|
|
427 #TODO: to run several times to remove all concerned sequences when big data. How to fix it ?
|
|
428 ## Remove from the instance all Bioseq which header contains the specified pattern
|
|
429 #
|
|
430 # @param pattern regular expression of not wished Bioseq header
|
|
431 #
|
|
432 def rmByPattern(self,pattern):
|
|
433 if pattern=="" :
|
|
434 return
|
|
435 srch=re.compile(pattern)
|
|
436 for seq in self.db:
|
|
437 if srch.search(seq.header):
|
|
438 self.db.remove(seq)
|
|
439
|
|
440
|
|
441 ## Copy a part from another BioseqDB in the BioseqDB if Bioseq have got header containing the specified pattern
|
|
442 #
|
|
443 # @warning this method is called extractPattern in pyRepet.seq.BioseqDB
|
|
444 #
|
|
445 # @param pattern regular expression of wished Bioseq header
|
|
446 # @param sourceBioseqDB the BioseqDB from which we want extract Bioseq
|
|
447 #
|
|
448 def addBioseqFromABioseqDBIfHeaderContainPattern(self, pattern, sourceBioseqDB):
|
|
449 if pattern=="" :
|
|
450 return
|
|
451 srch=re.compile(pattern)
|
|
452 for seq in sourceBioseqDB.db:
|
|
453 m=srch.search(seq.header)
|
|
454 if m:
|
|
455 self.add(seq)
|
|
456
|
|
457
|
|
458 ## Up-case the sequence characters in all sequences
|
|
459 #
|
|
460 def upCase( self ):
|
|
461 for bs in self.db:
|
|
462 bs.upCase()
|
|
463
|
|
464
|
|
465 ## Split each gapped Bioseq in a list and store all in a dictionary
|
|
466 #
|
|
467 # @return a dict, keys are bioseq headers, values are list of Map instances
|
|
468 #
|
|
469 def getDictOfLMapsWithoutGaps( self ):
|
|
470 dSeq2Maps = {}
|
|
471
|
|
472 for bs in self.db:
|
|
473 dSeq2Maps[ bs.header ] = bs.getLMapWhithoutGap()
|
|
474
|
|
475 return dSeq2Maps
|
|
476
|
|
477 ## Give the list of the sequence length in the bank
|
|
478 #
|
|
479 # @return an list
|
|
480 #
|
|
481 def getListOfSequencesLength( self ):
|
|
482 lLength = []
|
|
483 for iBioseq in self.db:
|
|
484 lLength.append(iBioseq.getLength())
|
|
485
|
|
486 return lLength
|
|
487
|
|
488 ## Return sequence length for a list of sequence header
|
|
489 #
|
|
490 def getSeqLengthByListOfName( self, lHeaderName ):
|
|
491 lseqLength=[]
|
|
492 for headerName in lHeaderName:
|
|
493 lseqLength.append(self.getSeqLength( headerName ))
|
|
494 return lseqLength
|