Mercurial > repos > brigidar > select_product
comparison helper.py @ 5:738310b31de0 draft
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author | brigidar |
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date | Thu, 08 Oct 2015 22:48:23 -0400 |
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4:f2506dfbc7f7 | 5:738310b31de0 |
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1 #!/usr/bin/env python | |
2 """ | |
3 Common utility functions | |
4 """ | |
5 | |
6 import os | |
7 import re | |
8 import sys | |
9 import bz2 | |
10 import gzip | |
11 import numpy | |
12 | |
13 def init_gene(): | |
14 """ | |
15 Initializing the gene structure | |
16 """ | |
17 | |
18 gene_det = [('id', 'f8'), | |
19 ('anno_id', numpy.dtype), | |
20 ('confgenes_id', numpy.dtype), | |
21 ('name', 'S25'), | |
22 ('source', 'S25'), | |
23 ('gene_info', numpy.dtype), | |
24 ('alias', 'S15'), | |
25 ('name2', numpy.dtype), | |
26 ('strand', 'S2'), | |
27 ('score', 'S15'), | |
28 ('chr', 'S15'), | |
29 ('chr_num', numpy.dtype), | |
30 ('paralogs', numpy.dtype), | |
31 ('start', 'f8'), | |
32 ('stop', 'f8'), | |
33 ('transcripts', numpy.dtype), | |
34 ('transcript_type', numpy.dtype), | |
35 ('transcript_info', numpy.dtype), | |
36 ('transcript_score', numpy.dtype), | |
37 ('transcript_status', numpy.dtype), | |
38 ('transcript_valid', numpy.dtype), | |
39 ('exons', numpy.dtype), | |
40 ('exons_confirmed', numpy.dtype), | |
41 ('cds_exons', numpy.dtype), | |
42 ('utr5_exons', numpy.dtype), | |
43 ('utr3_exons', numpy.dtype), | |
44 ('tis', numpy.dtype), | |
45 ('tis_conf', numpy.dtype), | |
46 ('tis_info', numpy.dtype), | |
47 ('cdsStop', numpy.dtype), | |
48 ('cdsStop_conf', numpy.dtype), | |
49 ('cdsStop_info', numpy.dtype), | |
50 ('tss', numpy.dtype), | |
51 ('tss_info', numpy.dtype), | |
52 ('tss_conf', numpy.dtype), | |
53 ('cleave', numpy.dtype), | |
54 ('cleave_info', numpy.dtype), | |
55 ('cleave_conf', numpy.dtype), | |
56 ('polya', numpy.dtype), | |
57 ('polya_info', numpy.dtype), | |
58 ('polya_conf', numpy.dtype), | |
59 ('is_alt', 'f8'), | |
60 ('is_alt_spliced', 'f8'), | |
61 ('is_valid', numpy.dtype), | |
62 ('transcript_complete', numpy.dtype), | |
63 ('is_complete', numpy.dtype), | |
64 ('is_correctly_gff3_referenced', 'S5'), | |
65 ('splicegraph', numpy.dtype) ] | |
66 | |
67 return gene_det | |
68 | |
69 def open_file(fname): | |
70 """ | |
71 Open the file (supports .gz .bz2) and returns the handler | |
72 | |
73 @args fname: input file name for reading | |
74 @type fname: str | |
75 """ | |
76 | |
77 try: | |
78 if os.path.splitext(fname)[1] == ".gz": | |
79 FH = gzip.open(fname, 'rb') | |
80 elif os.path.splitext(fname)[1] == ".bz2": | |
81 FH = bz2.BZ2File(fname, 'rb') | |
82 else: | |
83 FH = open(fname, 'rU') | |
84 except Exception as error: | |
85 sys.exit(error) | |
86 | |
87 return FH | |
88 | |
89 def add_CDS_phase(strand, cds): | |
90 """ | |
91 Calculate CDS phase and add to the CDS exons | |
92 | |
93 @args strand: feature strand information | |
94 @type strand: +/- | |
95 @args cds: coding exon coordinates | |
96 @type cds: numpy array [[int, int, int]] | |
97 """ | |
98 | |
99 cds_region, cds_flag = [], 0 | |
100 if strand == '+': | |
101 for cdspos in cds: | |
102 if cds_flag == 0: | |
103 cdspos = (cdspos[0], cdspos[1], 0) | |
104 diff = (cdspos[1]-(cdspos[0]-1))%3 | |
105 else: | |
106 xy = 0 | |
107 if diff == 0: | |
108 cdspos = (cdspos[0], cdspos[1], 0) | |
109 elif diff == 1: | |
110 cdspos = (cdspos[0], cdspos[1], 2) | |
111 xy = 2 | |
112 elif diff == 2: | |
113 cdspos = (cdspos[0], cdspos[1], 1) | |
114 xy = 1 | |
115 diff = ((cdspos[1]-(cdspos[0]-1))-xy)%3 | |
116 cds_region.append(cdspos) | |
117 cds_flag = 1 | |
118 elif strand == '-': | |
119 cds.reverse() | |
120 for cdspos in cds: | |
121 if cds_flag == 0: | |
122 cdspos = (cdspos[0], cdspos[1], 0) | |
123 diff = (cdspos[1]-(cdspos[0]-1))%3 | |
124 else: | |
125 xy = 0 | |
126 if diff == 0: | |
127 cdspos = (cdspos[0], cdspos[1], 0) | |
128 elif diff == 1: | |
129 cdspos = (cdspos[0], cdspos[1], 2) | |
130 xy = 2 | |
131 elif diff == 2: | |
132 cdspos = (cdspos[0], cdspos[1], 1) | |
133 xy = 1 | |
134 diff = ((cdspos[1]-(cdspos[0]-1))-xy)%3 | |
135 cds_region.append(cdspos) | |
136 cds_flag = 1 | |
137 cds_region.reverse() | |
138 return cds_region | |
139 | |
140 def buildUTR(cc, ec, strand): | |
141 """ | |
142 Build UTR regions from a given set of CDS and exon coordiantes of a gene | |
143 | |
144 @args cc: coding exon coordinates | |
145 @type cc: numpy array [[int, int, int]] | |
146 @args ec: exon coordinates | |
147 @type ec: numpy array [[int, int]] | |
148 @args strand: feature strand information | |
149 @type strand: +/- | |
150 """ | |
151 | |
152 utr5 = [] | |
153 utr3 = [] | |
154 if strand == '+': | |
155 cds_s = cc[0][0] | |
156 for ex in ec: | |
157 if ex[0] <= cds_s and cds_s <= ex[1]: | |
158 if ex[0] != cds_s:utr5.append((ex[0], cds_s-1)) | |
159 break | |
160 else: | |
161 utr5.append(ex) | |
162 cds_e = cc[-1][1] | |
163 for i in range(len(ec)): | |
164 i += 1 | |
165 if ec[-i][0] <= cds_e and cds_e <= ec[-i][1]: | |
166 if ec[-i][1] != cds_e:utr3.append((cds_e +1, ec[-i][1])) | |
167 break | |
168 else: | |
169 utr3.append(ec[-i]) | |
170 utr3.reverse() | |
171 elif strand == '-': | |
172 cds_s = cc[-1][1] | |
173 for i in range(len(ec)): | |
174 i += 1 | |
175 if ec[-i][0] <= cds_s and cds_s <= ec[-i][1]: | |
176 if ec[-i][1] != cds_s:utr5.append((cds_s+1, ec[-i][1])) | |
177 break | |
178 else: | |
179 utr5.append(ec[-i]) | |
180 utr5.reverse() | |
181 cds_e = cc[0][0] | |
182 for ex in ec: | |
183 if ex[0] <= cds_e and cds_e <= ex[1]: | |
184 if ex[0] != cds_e:utr3.append((ex[0], cds_e-1)) | |
185 break | |
186 else: | |
187 utr3.append(ex) | |
188 return utr5, utr3 | |
189 | |
190 def make_Exon_cod(strand_p, five_p_utr, cds_cod, three_p_utr): | |
191 """ | |
192 Create exon cordinates from UTR's and CDS region | |
193 | |
194 @args strand_p: feature strand information | |
195 @type strand_p: +/- | |
196 @args five_p_utr: five prime utr exon coordinates | |
197 @type five_p_utr: numpy array [[int, int]] | |
198 @args cds_cod: coding exon coordinates | |
199 @type cds_cod: numpy array [[int, int, int]] | |
200 @args three_p_utr: three prime utr exon coordinates | |
201 @type three_p_utr: numpy array [[int, int]] | |
202 """ | |
203 | |
204 exon_pos = [] | |
205 if strand_p == '+': | |
206 utr5_start, utr5_end = 0, 0 | |
207 if five_p_utr != []: | |
208 utr5_start, utr5_end = five_p_utr[-1][0], five_p_utr[-1][1] | |
209 cds_5start, cds_5end = cds_cod[0][0], cds_cod[0][1] | |
210 jun_exon = [] | |
211 if cds_5start-utr5_end == 0 or cds_5start-utr5_end == 1: | |
212 jun_exon = [utr5_start, cds_5end] | |
213 if len(cds_cod) == 1: | |
214 five_prime_flag = 0 | |
215 if jun_exon != []: | |
216 five_p_utr = five_p_utr[:-1] | |
217 five_prime_flag = 1 | |
218 for utr5 in five_p_utr: | |
219 exon_pos.append(utr5) | |
220 jun_exon = [] | |
221 utr3_start, utr3_end = 0, 0 | |
222 if three_p_utr != []: | |
223 utr3_start = three_p_utr[0][0] | |
224 utr3_end = three_p_utr[0][1] | |
225 if utr3_start-cds_5end == 0 or utr3_start-cds_5end == 1: | |
226 jun_exon = [cds_5start, utr3_end] | |
227 three_prime_flag = 0 | |
228 if jun_exon != []: | |
229 cds_cod = cds_cod[:-1] | |
230 three_p_utr = three_p_utr[1:] | |
231 three_prime_flag = 1 | |
232 if five_prime_flag == 1 and three_prime_flag == 1: | |
233 exon_pos.append([utr5_start, utr3_end]) | |
234 if five_prime_flag == 1 and three_prime_flag == 0: | |
235 exon_pos.append([utr5_start, cds_5end]) | |
236 cds_cod = cds_cod[:-1] | |
237 if five_prime_flag == 0 and three_prime_flag == 1: | |
238 exon_pos.append([cds_5start, utr3_end]) | |
239 for cds in cds_cod: | |
240 exon_pos.append(cds) | |
241 for utr3 in three_p_utr: | |
242 exon_pos.append(utr3) | |
243 else: | |
244 if jun_exon != []: | |
245 five_p_utr = five_p_utr[:-1] | |
246 cds_cod = cds_cod[1:] | |
247 for utr5 in five_p_utr: | |
248 exon_pos.append(utr5) | |
249 exon_pos.append(jun_exon) if jun_exon != [] else '' | |
250 jun_exon = [] | |
251 utr3_start, utr3_end = 0, 0 | |
252 if three_p_utr != []: | |
253 utr3_start = three_p_utr[0][0] | |
254 utr3_end = three_p_utr[0][1] | |
255 cds_3start = cds_cod[-1][0] | |
256 cds_3end = cds_cod[-1][1] | |
257 if utr3_start-cds_3end == 0 or utr3_start-cds_3end == 1: | |
258 jun_exon = [cds_3start, utr3_end] | |
259 if jun_exon != []: | |
260 cds_cod = cds_cod[:-1] | |
261 three_p_utr = three_p_utr[1:] | |
262 for cds in cds_cod: | |
263 exon_pos.append(cds) | |
264 exon_pos.append(jun_exon) if jun_exon != [] else '' | |
265 for utr3 in three_p_utr: | |
266 exon_pos.append(utr3) | |
267 elif strand_p == '-': | |
268 utr3_start, utr3_end = 0, 0 | |
269 if three_p_utr != []: | |
270 utr3_start = three_p_utr[-1][0] | |
271 utr3_end = three_p_utr[-1][1] | |
272 cds_3start = cds_cod[0][0] | |
273 cds_3end = cds_cod[0][1] | |
274 jun_exon = [] | |
275 if cds_3start-utr3_end == 0 or cds_3start-utr3_end == 1: | |
276 jun_exon = [utr3_start, cds_3end] | |
277 if len(cds_cod) == 1: | |
278 three_prime_flag = 0 | |
279 if jun_exon != []: | |
280 three_p_utr = three_p_utr[:-1] | |
281 three_prime_flag = 1 | |
282 for utr3 in three_p_utr: | |
283 exon_pos.append(utr3) | |
284 jun_exon = [] | |
285 (utr5_start, utr5_end) = (0, 0) | |
286 if five_p_utr != []: | |
287 utr5_start = five_p_utr[0][0] | |
288 utr5_end = five_p_utr[0][1] | |
289 if utr5_start-cds_3end == 0 or utr5_start-cds_3end == 1: | |
290 jun_exon = [cds_3start, utr5_end] | |
291 five_prime_flag = 0 | |
292 if jun_exon != []: | |
293 cds_cod = cds_cod[:-1] | |
294 five_p_utr = five_p_utr[1:] | |
295 five_prime_flag = 1 | |
296 if three_prime_flag == 1 and five_prime_flag == 1: | |
297 exon_pos.append([utr3_start, utr5_end]) | |
298 if three_prime_flag == 1 and five_prime_flag == 0: | |
299 exon_pos.append([utr3_start, cds_3end]) | |
300 cds_cod = cds_cod[:-1] | |
301 if three_prime_flag == 0 and five_prime_flag == 1: | |
302 exon_pos.append([cds_3start, utr5_end]) | |
303 for cds in cds_cod: | |
304 exon_pos.append(cds) | |
305 for utr5 in five_p_utr: | |
306 exon_pos.append(utr5) | |
307 else: | |
308 if jun_exon != []: | |
309 three_p_utr = three_p_utr[:-1] | |
310 cds_cod = cds_cod[1:] | |
311 for utr3 in three_p_utr: | |
312 exon_pos.append(utr3) | |
313 if jun_exon != []: | |
314 exon_pos.append(jun_exon) | |
315 jun_exon = [] | |
316 (utr5_start, utr5_end) = (0, 0) | |
317 if five_p_utr != []: | |
318 utr5_start = five_p_utr[0][0] | |
319 utr5_end = five_p_utr[0][1] | |
320 cds_5start = cds_cod[-1][0] | |
321 cds_5end = cds_cod[-1][1] | |
322 if utr5_start-cds_5end == 0 or utr5_start-cds_5end == 1: | |
323 jun_exon = [cds_5start, utr5_end] | |
324 if jun_exon != []: | |
325 cds_cod = cds_cod[:-1] | |
326 five_p_utr = five_p_utr[1:] | |
327 for cds in cds_cod: | |
328 exon_pos.append(cds) | |
329 if jun_exon != []: | |
330 exon_pos.append(jun_exon) | |
331 for utr5 in five_p_utr: | |
332 exon_pos.append(utr5) | |
333 return exon_pos |