Mercurial > repos > brigidar > select_product
changeset 5:738310b31de0 draft
Uploaded
author | brigidar |
---|---|
date | Thu, 08 Oct 2015 22:48:23 -0400 |
parents | f2506dfbc7f7 |
children | 8eb1751dcfe7 |
files | helper.py |
diffstat | 1 files changed, 333 insertions(+), 0 deletions(-) [+] |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/helper.py Thu Oct 08 22:48:23 2015 -0400 @@ -0,0 +1,333 @@ +#!/usr/bin/env python +""" +Common utility functions +""" + +import os +import re +import sys +import bz2 +import gzip +import numpy + +def init_gene(): + """ + Initializing the gene structure + """ + + gene_det = [('id', 'f8'), + ('anno_id', numpy.dtype), + ('confgenes_id', numpy.dtype), + ('name', 'S25'), + ('source', 'S25'), + ('gene_info', numpy.dtype), + ('alias', 'S15'), + ('name2', numpy.dtype), + ('strand', 'S2'), + ('score', 'S15'), + ('chr', 'S15'), + ('chr_num', numpy.dtype), + ('paralogs', numpy.dtype), + ('start', 'f8'), + ('stop', 'f8'), + ('transcripts', numpy.dtype), + ('transcript_type', numpy.dtype), + ('transcript_info', numpy.dtype), + ('transcript_score', numpy.dtype), + ('transcript_status', numpy.dtype), + ('transcript_valid', numpy.dtype), + ('exons', numpy.dtype), + ('exons_confirmed', numpy.dtype), + ('cds_exons', numpy.dtype), + ('utr5_exons', numpy.dtype), + ('utr3_exons', numpy.dtype), + ('tis', numpy.dtype), + ('tis_conf', numpy.dtype), + ('tis_info', numpy.dtype), + ('cdsStop', numpy.dtype), + ('cdsStop_conf', numpy.dtype), + ('cdsStop_info', numpy.dtype), + ('tss', numpy.dtype), + ('tss_info', numpy.dtype), + ('tss_conf', numpy.dtype), + ('cleave', numpy.dtype), + ('cleave_info', numpy.dtype), + ('cleave_conf', numpy.dtype), + ('polya', numpy.dtype), + ('polya_info', numpy.dtype), + ('polya_conf', numpy.dtype), + ('is_alt', 'f8'), + ('is_alt_spliced', 'f8'), + ('is_valid', numpy.dtype), + ('transcript_complete', numpy.dtype), + ('is_complete', numpy.dtype), + ('is_correctly_gff3_referenced', 'S5'), + ('splicegraph', numpy.dtype) ] + + return gene_det + +def open_file(fname): + """ + Open the file (supports .gz .bz2) and returns the handler + + @args fname: input file name for reading + @type fname: str + """ + + try: + if os.path.splitext(fname)[1] == ".gz": + FH = gzip.open(fname, 'rb') + elif os.path.splitext(fname)[1] == ".bz2": + FH = bz2.BZ2File(fname, 'rb') + else: + FH = open(fname, 'rU') + except Exception as error: + sys.exit(error) + + return FH + +def add_CDS_phase(strand, cds): + """ + Calculate CDS phase and add to the CDS exons + + @args strand: feature strand information + @type strand: +/- + @args cds: coding exon coordinates + @type cds: numpy array [[int, int, int]] + """ + + cds_region, cds_flag = [], 0 + if strand == '+': + for cdspos in cds: + if cds_flag == 0: + cdspos = (cdspos[0], cdspos[1], 0) + diff = (cdspos[1]-(cdspos[0]-1))%3 + else: + xy = 0 + if diff == 0: + cdspos = (cdspos[0], cdspos[1], 0) + elif diff == 1: + cdspos = (cdspos[0], cdspos[1], 2) + xy = 2 + elif diff == 2: + cdspos = (cdspos[0], cdspos[1], 1) + xy = 1 + diff = ((cdspos[1]-(cdspos[0]-1))-xy)%3 + cds_region.append(cdspos) + cds_flag = 1 + elif strand == '-': + cds.reverse() + for cdspos in cds: + if cds_flag == 0: + cdspos = (cdspos[0], cdspos[1], 0) + diff = (cdspos[1]-(cdspos[0]-1))%3 + else: + xy = 0 + if diff == 0: + cdspos = (cdspos[0], cdspos[1], 0) + elif diff == 1: + cdspos = (cdspos[0], cdspos[1], 2) + xy = 2 + elif diff == 2: + cdspos = (cdspos[0], cdspos[1], 1) + xy = 1 + diff = ((cdspos[1]-(cdspos[0]-1))-xy)%3 + cds_region.append(cdspos) + cds_flag = 1 + cds_region.reverse() + return cds_region + +def buildUTR(cc, ec, strand): + """ + Build UTR regions from a given set of CDS and exon coordiantes of a gene + + @args cc: coding exon coordinates + @type cc: numpy array [[int, int, int]] + @args ec: exon coordinates + @type ec: numpy array [[int, int]] + @args strand: feature strand information + @type strand: +/- + """ + + utr5 = [] + utr3 = [] + if strand == '+': + cds_s = cc[0][0] + for ex in ec: + if ex[0] <= cds_s and cds_s <= ex[1]: + if ex[0] != cds_s:utr5.append((ex[0], cds_s-1)) + break + else: + utr5.append(ex) + cds_e = cc[-1][1] + for i in range(len(ec)): + i += 1 + if ec[-i][0] <= cds_e and cds_e <= ec[-i][1]: + if ec[-i][1] != cds_e:utr3.append((cds_e +1, ec[-i][1])) + break + else: + utr3.append(ec[-i]) + utr3.reverse() + elif strand == '-': + cds_s = cc[-1][1] + for i in range(len(ec)): + i += 1 + if ec[-i][0] <= cds_s and cds_s <= ec[-i][1]: + if ec[-i][1] != cds_s:utr5.append((cds_s+1, ec[-i][1])) + break + else: + utr5.append(ec[-i]) + utr5.reverse() + cds_e = cc[0][0] + for ex in ec: + if ex[0] <= cds_e and cds_e <= ex[1]: + if ex[0] != cds_e:utr3.append((ex[0], cds_e-1)) + break + else: + utr3.append(ex) + return utr5, utr3 + +def make_Exon_cod(strand_p, five_p_utr, cds_cod, three_p_utr): + """ + Create exon cordinates from UTR's and CDS region + + @args strand_p: feature strand information + @type strand_p: +/- + @args five_p_utr: five prime utr exon coordinates + @type five_p_utr: numpy array [[int, int]] + @args cds_cod: coding exon coordinates + @type cds_cod: numpy array [[int, int, int]] + @args three_p_utr: three prime utr exon coordinates + @type three_p_utr: numpy array [[int, int]] + """ + + exon_pos = [] + if strand_p == '+': + utr5_start, utr5_end = 0, 0 + if five_p_utr != []: + utr5_start, utr5_end = five_p_utr[-1][0], five_p_utr[-1][1] + cds_5start, cds_5end = cds_cod[0][0], cds_cod[0][1] + jun_exon = [] + if cds_5start-utr5_end == 0 or cds_5start-utr5_end == 1: + jun_exon = [utr5_start, cds_5end] + if len(cds_cod) == 1: + five_prime_flag = 0 + if jun_exon != []: + five_p_utr = five_p_utr[:-1] + five_prime_flag = 1 + for utr5 in five_p_utr: + exon_pos.append(utr5) + jun_exon = [] + utr3_start, utr3_end = 0, 0 + if three_p_utr != []: + utr3_start = three_p_utr[0][0] + utr3_end = three_p_utr[0][1] + if utr3_start-cds_5end == 0 or utr3_start-cds_5end == 1: + jun_exon = [cds_5start, utr3_end] + three_prime_flag = 0 + if jun_exon != []: + cds_cod = cds_cod[:-1] + three_p_utr = three_p_utr[1:] + three_prime_flag = 1 + if five_prime_flag == 1 and three_prime_flag == 1: + exon_pos.append([utr5_start, utr3_end]) + if five_prime_flag == 1 and three_prime_flag == 0: + exon_pos.append([utr5_start, cds_5end]) + cds_cod = cds_cod[:-1] + if five_prime_flag == 0 and three_prime_flag == 1: + exon_pos.append([cds_5start, utr3_end]) + for cds in cds_cod: + exon_pos.append(cds) + for utr3 in three_p_utr: + exon_pos.append(utr3) + else: + if jun_exon != []: + five_p_utr = five_p_utr[:-1] + cds_cod = cds_cod[1:] + for utr5 in five_p_utr: + exon_pos.append(utr5) + exon_pos.append(jun_exon) if jun_exon != [] else '' + jun_exon = [] + utr3_start, utr3_end = 0, 0 + if three_p_utr != []: + utr3_start = three_p_utr[0][0] + utr3_end = three_p_utr[0][1] + cds_3start = cds_cod[-1][0] + cds_3end = cds_cod[-1][1] + if utr3_start-cds_3end == 0 or utr3_start-cds_3end == 1: + jun_exon = [cds_3start, utr3_end] + if jun_exon != []: + cds_cod = cds_cod[:-1] + three_p_utr = three_p_utr[1:] + for cds in cds_cod: + exon_pos.append(cds) + exon_pos.append(jun_exon) if jun_exon != [] else '' + for utr3 in three_p_utr: + exon_pos.append(utr3) + elif strand_p == '-': + utr3_start, utr3_end = 0, 0 + if three_p_utr != []: + utr3_start = three_p_utr[-1][0] + utr3_end = three_p_utr[-1][1] + cds_3start = cds_cod[0][0] + cds_3end = cds_cod[0][1] + jun_exon = [] + if cds_3start-utr3_end == 0 or cds_3start-utr3_end == 1: + jun_exon = [utr3_start, cds_3end] + if len(cds_cod) == 1: + three_prime_flag = 0 + if jun_exon != []: + three_p_utr = three_p_utr[:-1] + three_prime_flag = 1 + for utr3 in three_p_utr: + exon_pos.append(utr3) + jun_exon = [] + (utr5_start, utr5_end) = (0, 0) + if five_p_utr != []: + utr5_start = five_p_utr[0][0] + utr5_end = five_p_utr[0][1] + if utr5_start-cds_3end == 0 or utr5_start-cds_3end == 1: + jun_exon = [cds_3start, utr5_end] + five_prime_flag = 0 + if jun_exon != []: + cds_cod = cds_cod[:-1] + five_p_utr = five_p_utr[1:] + five_prime_flag = 1 + if three_prime_flag == 1 and five_prime_flag == 1: + exon_pos.append([utr3_start, utr5_end]) + if three_prime_flag == 1 and five_prime_flag == 0: + exon_pos.append([utr3_start, cds_3end]) + cds_cod = cds_cod[:-1] + if three_prime_flag == 0 and five_prime_flag == 1: + exon_pos.append([cds_3start, utr5_end]) + for cds in cds_cod: + exon_pos.append(cds) + for utr5 in five_p_utr: + exon_pos.append(utr5) + else: + if jun_exon != []: + three_p_utr = three_p_utr[:-1] + cds_cod = cds_cod[1:] + for utr3 in three_p_utr: + exon_pos.append(utr3) + if jun_exon != []: + exon_pos.append(jun_exon) + jun_exon = [] + (utr5_start, utr5_end) = (0, 0) + if five_p_utr != []: + utr5_start = five_p_utr[0][0] + utr5_end = five_p_utr[0][1] + cds_5start = cds_cod[-1][0] + cds_5end = cds_cod[-1][1] + if utr5_start-cds_5end == 0 or utr5_start-cds_5end == 1: + jun_exon = [cds_5start, utr5_end] + if jun_exon != []: + cds_cod = cds_cod[:-1] + five_p_utr = five_p_utr[1:] + for cds in cds_cod: + exon_pos.append(cds) + if jun_exon != []: + exon_pos.append(jun_exon) + for utr5 in five_p_utr: + exon_pos.append(utr5) + return exon_pos