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
|
#!/usr/bin/env python
# Copyright 2013, 2016 by Iddo Friedberg idoerg@gmail.com
# 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.
"""Parsers for the GAF, GPA and GPI formats from UniProt-GOA.
Uniprot-GOA README + GAF format description:
ftp://ftp.ebi.ac.uk/pub/databases/GO/goa/UNIPROT/README
GAF formats:
http://www.geneontology.org/GO.format.annotation.shtml
gp_association (GPA format) README:
ftp://ftp.ebi.ac.uk/pub/databases/GO/goa/UNIPROT/gp_association_readme
gp_information (GPI format) README:
ftp://ftp.ebi.ac.uk/pub/databases/GO/goa/UNIPROT/gp_information_readme
"""
import copy
import sys
from Bio._py3k import zip
# GAF: GO Annotation Format
#
# GAF version 2.0
GAF20FIELDS = ['DB',
'DB_Object_ID',
'DB_Object_Symbol',
'Qualifier',
'GO_ID',
'DB:Reference',
'Evidence',
'With',
'Aspect',
'DB_Object_Name',
'Synonym',
'DB_Object_Type',
'Taxon_ID',
'Date',
'Assigned_By',
'Annotation_Extension',
'Gene_Product_Form_ID']
# GAF version 1.0
GAF10FIELDS = ['DB',
'DB_Object_ID',
'DB_Object_Symbol',
'Qualifier',
'GO_ID',
'DB:Reference',
'Evidence',
'With',
'Aspect',
'DB_Object_Name',
'Synonym',
'DB_Object_Type',
'Taxon_ID',
'Date',
'Assigned_By']
# GPA version 1.0
GPA10FIELDS = [
'DB',
'DB_Object_ID',
'Qualifier',
'GO_ID',
'DB:Reference',
'Evidence code',
'With',
'Interacting_taxon_ID',
'Date',
'Assigned_by',
'Annotation_Extension',
'Spliceform_ID']
# GPA version 1.1
GPA11FIELDS = [
'DB',
'DB_Object_ID',
'Qualifier',
'GO_ID',
'DB:Reference',
'ECO_Evidence_code',
'With',
'Interacting_taxon_ID',
'Date',
'Assigned_by',
'Annotation Extension',
'Annotation_Properties']
# GPI version 1.0
GPI10FIELDS = [
'DB',
'DB_subset',
'DB_Object_ID',
'DB_Object_Symbol',
'DB_Object_Name',
'DB_Object_Synonym',
'DB_Object_Type',
'Taxon',
'Annotation_Target_Set',
'Annotation_Completed',
'Parent_Object_ID']
# GPI version 1.1
GPI11FIELDS = [
'DB_Object_ID',
'DB_Object_Symbol',
'DB_Object_Name',
'DB_Object_Synonym',
'DB_Object_Type',
'Taxon',
'Parent_Object_ID',
'DB_Xref',
'Gene_Product_Properties',
'Annotation_Target_Set',
'GO_Annotation_Complete']
def _gpi10iterator(handle):
"""Read GPI 1.0 format files (PRIVATE).
This iterator is used to read a gp_information.goa_uniprot
file which is in the GPI 1.0 format.
"""
for inline in handle:
if inline[0] == '!':
continue
inrec = inline.rstrip('\n').split('\t')
if len(inrec) == 1:
continue
inrec[5] = inrec[5].split('|') # DB_Object_Synonym(s)
inrec[8] = inrec[8].split('|') # Annotation_Target_Set
yield dict(zip(GPI10FIELDS, inrec))
def _gpi11iterator(handle):
"""Read GPI 1.0 format files (PRIVATE).
This iterator is used to read a gp_information.goa_uniprot
file which is in the GPI 1.0 format.
"""
for inline in handle:
if inline[0] == '!':
continue
inrec = inline.rstrip('\n').split('\t')
if len(inrec) == 1:
continue
inrec[2] = inrec[2].split('|') # DB_Object_Name
inrec[3] = inrec[3].split('|') # DB_Object_Synonym(s)
inrec[7] = inrec[7].split('|') # DB_Xref(s)
inrec[8] = inrec[8].split('|') # Properties
yield dict(zip(GPI11FIELDS, inrec))
def gpi_iterator(handle):
"""Read GPI format files.
This function should be called to read a
gp_information.goa_uniprot file. At the moment, there is
only one format, but this may change, so
this function is a placeholder a future wrapper.
"""
inline = handle.readline()
if inline.strip() == '!gpi-version: 1.1':
sys.stderr.write("gpi 1.1\n")
return _gpi11iterator(handle)
elif inline.strip() == '!gpi-version: 1.0':
sys.stderr.write("gpi 1.0\n")
return _gpi10iterator(handle)
elif inline.strip() == '!gpi-version: 2.1':
sys.stderr.write("gpi 2.1\n")
return _gpi20iterator(handle)
else:
raise ValueError('Unknown GPI version {0}\n'.format(inline))
def _gpa10iterator(handle):
"""Read GPA 1.0 format files (PRIVATE).
This iterator is used to read a gp_association.*
file which is in the GPA 1.0 format. Do not call directly. Rather,
use the gpaiterator function.
"""
for inline in handle:
if inline[0] == '!':
continue
inrec = inline.rstrip('\n').split('\t')
if len(inrec) == 1:
continue
inrec[2] = inrec[2].split('|') # Qualifier
inrec[4] = inrec[4].split('|') # DB:Reference(s)
inrec[6] = inrec[6].split('|') # With
inrec[10] = inrec[10].split('|') # Annotation extension
yield dict(zip(GPA10FIELDS, inrec))
def _gpa11iterator(handle):
"""Read GPA 1.1 format files (PRIVATE).
This iterator is used to read a gp_association.goa_uniprot
file which is in the GPA 1.1 format. Do not call directly. Rather
use the gpa_iterator function
"""
for inline in handle:
if inline[0] == '!':
continue
inrec = inline.rstrip('\n').split('\t')
if len(inrec) == 1:
continue
inrec[2] = inrec[2].split('|') # Qualifier
inrec[4] = inrec[4].split('|') # DB:Reference(s)
inrec[6] = inrec[6].split('|') # With
inrec[10] = inrec[10].split('|') # Annotation extension
yield dict(zip(GPA11FIELDS, inrec))
def gpa_iterator(handle):
"""Wrapper function: read GPA format files.
This function should be called to read a
gene_association.goa_uniprot file. Reads the first record and
returns a gpa 1.1 or a gpa 1.0 iterator as needed
"""
inline = handle.readline()
if inline.strip() == '!gpa-version: 1.1':
sys.stderr.write("gpa 1.1\n")
return _gpa11iterator(handle)
elif inline.strip() == '!gpa-version: 1.0':
sys.stderr.write("gpa 1.0\n")
return _gpa10iterator(handle)
else:
raise ValueError('Unknown GPA version {0}\n'.format(inline))
def _gaf20iterator(handle):
for inline in handle:
if inline[0] == '!':
continue
inrec = inline.rstrip('\n').split('\t')
if len(inrec) == 1:
continue
inrec[3] = inrec[3].split('|') # Qualifier
inrec[5] = inrec[5].split('|') # DB:reference(s)
inrec[7] = inrec[7].split('|') # With || From
inrec[10] = inrec[10].split('|') # Synonym
inrec[12] = inrec[12].split('|') # Taxon
yield dict(zip(GAF20FIELDS, inrec))
def _gaf10iterator(handle):
for inline in handle:
if inline[0] == '!':
continue
inrec = inline.rstrip('\n').split('\t')
if len(inrec) == 1:
continue
inrec[3] = inrec[3].split('|') # Qualifier
inrec[5] = inrec[5].split('|') # DB:reference(s)
inrec[7] = inrec[7].split('|') # With || From
inrec[10] = inrec[10].split('|') # Synonym
inrec[12] = inrec[12].split('|') # Taxon
yield dict(zip(GAF10FIELDS, inrec))
def _gaf10byproteiniterator(handle):
cur_id = None
id_rec_list = []
for inline in handle:
if inline[0] == '!':
continue
inrec = inline.rstrip('\n').split('\t')
if len(inrec) == 1:
continue
inrec[3] = inrec[3].split('|') # Qualifier
inrec[5] = inrec[5].split('|') # DB:reference(s)
inrec[7] = inrec[7].split('|') # With || From
inrec[10] = inrec[10].split('|') # Synonym
inrec[12] = inrec[12].split('|') # Taxon
cur_rec = dict(zip(GAF10FIELDS, inrec))
if cur_rec['DB_Object_ID'] != cur_id and cur_id:
ret_list = copy.copy(id_rec_list)
id_rec_list = [cur_rec]
cur_id = cur_rec['DB_Object_ID']
yield ret_list
else:
cur_id = cur_rec['DB_Object_ID']
id_rec_list.append(cur_rec)
def _gaf20byproteiniterator(handle):
cur_id = None
id_rec_list = []
for inline in handle:
if inline[0] == '!':
continue
inrec = inline.rstrip('\n').split('\t')
if len(inrec) == 1:
continue
inrec[3] = inrec[3].split('|') # Qualifier
inrec[5] = inrec[5].split('|') # DB:reference(s)
inrec[7] = inrec[7].split('|') # With || From
inrec[10] = inrec[10].split('|') # Synonym
inrec[12] = inrec[12].split('|') # Taxon
cur_rec = dict(zip(GAF20FIELDS, inrec))
if cur_rec['DB_Object_ID'] != cur_id and cur_id:
ret_list = copy.copy(id_rec_list)
id_rec_list = [cur_rec]
cur_id = cur_rec['DB_Object_ID']
yield ret_list
else:
cur_id = cur_rec['DB_Object_ID']
id_rec_list.append(cur_rec)
def gafbyproteiniterator(handle):
"""Iterates over records in a gene association file.
Returns a list of all consecutive records with the same DB_Object_ID
This function should be called to read a
gene_association.goa_uniprot file. Reads the first record and
returns a gaf 2.0 or a gaf 1.0 iterator as needed
2016-04-09: added GAF 2.1 iterator & fixed bug in iterator assignment
In the meantime GAF 2.1 uses the GAF 2.0 iterator
"""
inline = handle.readline()
if inline.strip() == '!gaf-version: 2.0':
sys.stderr.write("gaf 2.0\n")
return _gaf20byproteiniterator(handle)
elif inline.strip() == '!gaf-version: 1.0':
sys.stderr.write("gaf 1.0\n")
return _gaf10byproteiniterator(handle)
elif inline.strip() == '!gaf-version: 2.1':
# Handle GAF 2.1 as GAF 2.0 for now TODO: fix
sys.stderr.write("gaf 2.1\n")
return _gaf20byproteiniterator(handle)
else:
raise ValueError('Unknown GAF version {0}\n'.format(inline))
def gafiterator(handle):
"""Iterate pver a GAF 1.0 or 2.0 file.
This function should be called to read a
gene_association.goa_uniprot file. Reads the first record and
returns a gaf 2.0 or a gaf 1.0 iterator as needed
"""
inline = handle.readline()
if inline.strip() == '!gaf-version: 2.0':
sys.stderr.write("gaf 2.0\n")
return _gaf20iterator(handle)
elif inline.strip() == '!gaf-version: 2.1':
sys.stderr.write("gaf 2.1\n")
# Handle GAF 2.1 as GAF 2.0 for now. TODO: fix
return _gaf20iterator(handle)
elif inline.strip() == '!gaf-version: 1.0':
sys.stderr.write("gaf 1.0\n")
return _gaf10iterator(handle)
else:
raise ValueError('Unknown GAF version {0}\n'.format(inline))
def writerec(outrec, handle, fields=GAF20FIELDS):
"""Write a single UniProt-GOA record to an output stream.
Caller should know the format version. Default: gaf-2.0
If header has a value, then it is assumed this is the first record,
a header is written.
"""
outstr = ''
for field in fields[:-1]:
if isinstance(outrec[field], list):
for subfield in outrec[field]:
outstr += subfield + '|'
outstr = outstr[:-1] + '\t'
else:
outstr += outrec[field] + '\t'
outstr += outrec[fields[-1]] + '\n'
handle.write("%s" % outstr)
def writebyproteinrec(outprotrec, handle, fields=GAF20FIELDS):
"""Write a list of GAF records to an output stream.
Caller should know the format version. Default: gaf-2.0
If header has a value, then it is assumed this is the first record,
a header is written. Typically the list is the one read by fafbyproteinrec, which
contains all consecutive lines with the same DB_Object_ID
"""
for outrec in outprotrec:
writerec(outrec, handle, fields=fields)
def record_has(inrec, fieldvals):
"""Accepts a record, and a dictionary of field values.
The format is {'field_name': set([val1, val2])}.
If any field in the record has a matching value, the function returns
True. Otherwise, returns False.
"""
retval = False
for field in fieldvals:
if isinstance(inrec[field], str):
set1 = set([inrec[field]])
else:
set1 = set(inrec[field])
if (set1 & fieldvals[field]):
retval = True
break
return retval
if __name__ == '__main__':
"""Example: read and filter a GAF file.
Write only S. cerevisiae records, but remove all
records with IEA evidence
"""
banned = {'Evidence': set(['IEA', 'EXP'])}
allowed = {'Taxon_ID': set(['taxon:4932'])}
for inrec in gafiterator(open(sys.argv[1])):
if record_has(inrec, allowed) and \
not record_has(inrec, banned):
writerec(inrec, sys.stdout, GAF10FIELDS)
|