def process_sequences(bwts, bns, pacseq, seq_reader, N, analyze_seqs=None):
gopt = bwa.gap_init_opt()
popt = bwa.pe_init_opt()
ii = bwa.isize_info_t()
last_ii = bwa.isize_info_t()
last_ii.avg = -1.0
while 1:
pairs = read_seq_pairs(seq_reader, N)
seq_pairs_read = len(pairs)
if seq_pairs_read == 0:
break
bwsa = bwa.build_bws_array(pairs)
bwa.cal_sa_reg_gap(0, bwts, seq_pairs_read, bwsa[0], gopt)
bwa.cal_sa_reg_gap(0, bwts, seq_pairs_read, bwsa[1], gopt)
cnt_chg = bwa.cal_pac_pos_pe(bwts, seq_pairs_read, bwsa,
ii, popt, gopt, last_ii)
sys.stderr.write('ii: %r\n' %[ii.avg, ii.std, ii.low, ii.high])
bwa.paired_sw(bns, pacseq, seq_pairs_read, bwsa, popt, ii)
bwa.refine_gapped(bns, seq_pairs_read, bwsa[0], pacseq)
bwa.refine_gapped(bns, seq_pairs_read, bwsa[1], pacseq)
analyze_seqs(gopt[0], bns, seq_pairs_read, bwsa)
bwa.free_seq(N, bwsa[0])
bwa.free_seq(N, bwsa[1])
def process_sequences(bwts, bns, pacseq, seq_reader, N, analyze_seqs=None):
gopt = bwa.gap_init_opt()
popt = bwa.pe_init_opt()
ii = bwa.isize_info_t()
last_ii = bwa.isize_info_t()
last_ii.avg = -1.0
while 1:
pairs = read_seq_pairs(seq_reader, N)
seq_pairs_read = len(pairs)
if seq_pairs_read == 0:
break
bwsa = bwa.build_bws_array(pairs)
bwa.cal_sa_reg_gap(0, bwts, seq_pairs_read, bwsa[0], gopt)
bwa.cal_sa_reg_gap(0, bwts, seq_pairs_read, bwsa[1], gopt)
cnt_chg = bwa.cal_pac_pos_pe(bwts, seq_pairs_read, bwsa, ii, popt,
gopt, last_ii)
sys.stderr.write('ii: %r\n' % [ii.avg, ii.std, ii.low, ii.high])
bwa.paired_sw(bns, pacseq, seq_pairs_read, bwsa, popt, ii)
bwa.refine_gapped(bns, seq_pairs_read, bwsa[0], pacseq)
bwa.refine_gapped(bns, seq_pairs_read, bwsa[1], pacseq)
analyze_seqs(gopt[0], bns, seq_pairs_read, bwsa)
bwa.free_seq(N, bwsa[0])
bwa.free_seq(N, bwsa[1])
def run_bwa_py_sampe(refseq_fname, read_fname, mate_fname):
read_flow = Bio.SeqIO.parse(open(read_fname), 'fastq-illumina')
mate_flow = Bio.SeqIO.parse(open(mate_fname), 'fastq-illumina')
pairs = [x for x in it.izip(read_flow, mate_flow)]
print_meminfo("AFTER READING PAIRS")
bwsa = bwa.build_bws_array(pairs)
print_meminfo("AFTER BUILDING BWSA")
bwts = bwa.restore_index(refseq_fname)
print_meminfo("AFTER RESTORING INDEX")
bnsp, pacseq = bwa.restore_reference(refseq_fname)
print_meminfo("AFTER RESTORING REFERENCE")
gopt, popt = bwa.gap_init_opt(), bwa.pe_init_opt()
ii, last_ii = bwa.isize_info_t(), bwa.isize_info_t()
last_ii.avg = -1.0
l = len(pairs)
print_meminfo("AFTER INIT OPT & II")
bwa.cal_sa_reg_gap(0, bwts, l, bwsa[0], gopt)
bwa.cal_sa_reg_gap(0, bwts, l, bwsa[1], gopt)
print_meminfo("AFTER CAL_SA_REG_GAP")
cnt_chg = bwa.cal_pac_pos_pe(bwts, l, bwsa, ii, popt, gopt, last_ii)
print_meminfo("AFTER CAL_PAC_POS_PE")
bwa.paired_sw(bnsp, pacseq, l, bwsa, popt, ii)
print_meminfo("AFTER PAIRED_SW")
bwa.refine_gapped(bnsp, l, bwsa[0], pacseq)
bwa.refine_gapped(bnsp, l, bwsa[1], pacseq)
print_meminfo("AFTER REFINE_GAPPED")
for k in xrange(l):
v1 = bwa.analyze_hit(gopt[0], bnsp, bwsa[0][k], bwsa[1][k])
v2 = bwa.analyze_hit(gopt[0], bnsp, bwsa[1][k], bwsa[0][k])
print_meminfo("AFTER ANALYZE_HIT")
# deallocate seq & ref data
for i in 0, 1:
bwa.free_seq(l, bwsa[i])
bwa.bwt_destroy(bwts[i])
bwa.bns_destroy(bnsp)
print_meminfo("AFTER DEALLOC")
del pacseq
n_unreachable = gc.collect()
logging.debug("n_unreachable = %d" % n_unreachable)
print_meminfo("AFTER DEL PACSEQ")
del pairs
n_unreachable = gc.collect()
logging.debug("n_unreachable = %d" % n_unreachable)
print_meminfo("AFTER DEL PAIRS")
def run_bwa_py_sampe(refseq_fname, read_fname, mate_fname, seq_list_len=None):
size_list = []
resident_list = []
failed_ii = 0
read_flow = Bio.SeqIO.parse(open(read_fname), "fastq-illumina")
mate_flow = Bio.SeqIO.parse(open(mate_fname), "fastq-illumina")
# pairs = [x for x in it.izip(read_flow, mate_flow)]
pairs_flow = it.izip(read_flow, mate_flow)
while 1:
pairs = list(it.islice(pairs_flow, 0, seq_list_len))
if len(pairs) == 0:
break
size, resident = print_meminfo("AFTER READING PAIRS")
size_list.append(size)
resident_list.append(resident)
bwsa = bwa.build_bws_array(pairs)
size, resident = print_meminfo("AFTER BUILDING BWSA")
size_list.append(size)
resident_list.append(resident)
bwts = bwa.restore_index(refseq_fname)
size, resident = print_meminfo("AFTER RESTORING INDEX")
size_list.append(size)
resident_list.append(resident)
bnsp, pacseq = bwa.restore_reference(refseq_fname)
size, resident = print_meminfo("AFTER RESTORING REFERENCE")
size_list.append(size)
resident_list.append(resident)
gopt, popt = bwa.gap_init_opt(), bwa.pe_init_opt()
ii, last_ii = bwa.isize_info_t(), bwa.isize_info_t()
last_ii.avg = -1.0
l = len(pairs)
size, resident = print_meminfo("AFTER INIT OPT & II")
size_list.append(size)
resident_list.append(resident)
bwa.cal_sa_reg_gap(0, bwts, l, bwsa[0], gopt)
bwa.cal_sa_reg_gap(0, bwts, l, bwsa[1], gopt)
size, resident = print_meminfo("AFTER CAL_SA_REG_GAP")
size_list.append(size)
resident_list.append(resident)
cnt_chg = bwa.cal_pac_pos_pe(bwts, l, bwsa, ii, popt, gopt, last_ii)
size, resident = print_meminfo("AFTER CAL_PAC_POS_PE")
size_list.append(size)
resident_list.append(resident)
# sys.stderr.write("ii=%f\n" % ii.avg)
if ii.avg < 0.0:
failed_ii += 1
bwa.paired_sw(bnsp, pacseq, l, bwsa, popt, ii)
size, resident = print_meminfo("AFTER PAIRED_SW")
size_list.append(size)
resident_list.append(resident)
bwa.refine_gapped(bnsp, l, bwsa[0], pacseq)
bwa.refine_gapped(bnsp, l, bwsa[1], pacseq)
size, resident = print_meminfo("AFTER REFINE_GAPPED")
size_list.append(size)
resident_list.append(resident)
for k in xrange(l):
v1 = bwa.analyze_hit(gopt[0], bnsp, bwsa[0][k], bwsa[1][k])
v2 = bwa.analyze_hit(gopt[0], bnsp, bwsa[1][k], bwsa[0][k])
size, resident = print_meminfo("AFTER ANALYZE_HIT")
size_list.append(size)
resident_list.append(resident)
# deallocate seq & ref data
for i in 0, 1:
bwa.free_seq(l, bwsa[i])
bwa.bwt_destroy(bwts[i])
bwa.bns_destroy(bnsp)
size, resident = print_meminfo("AFTER DEALLOC")
size_list.append(size)
resident_list.append(resident)
del pacseq
n_unreachable = gc.collect()
logging.debug("n_unreachable = %d" % n_unreachable)
size, resident = print_meminfo("AFTER DEL PACSEQ")
size_list.append(size)
resident_list.append(resident)
del pairs
n_unreachable = gc.collect()
logging.debug("n_unreachable = %d" % n_unreachable)
size, resident = print_meminfo("AFTER DEL PAIRS")
size_list.append(size)
resident_list.append(resident)
return max(size_list), max(resident_list), failed_ii
def run_bwa_py_sampe(refseq_fname, read_fname, mate_fname, seq_list_len=None):
size_list = []
resident_list = []
failed_ii = 0
read_flow = Bio.SeqIO.parse(open(read_fname), 'fastq-illumina')
mate_flow = Bio.SeqIO.parse(open(mate_fname), 'fastq-illumina')
#pairs = [x for x in it.izip(read_flow, mate_flow)]
pairs_flow = it.izip(read_flow, mate_flow)
while 1:
pairs = list(it.islice(pairs_flow, 0, seq_list_len))
if len(pairs) == 0:
break
size, resident = print_meminfo("AFTER READING PAIRS")
size_list.append(size)
resident_list.append(resident)
bwsa = bwa.build_bws_array(pairs)
size, resident = print_meminfo("AFTER BUILDING BWSA")
size_list.append(size)
resident_list.append(resident)
bwts = bwa.restore_index(refseq_fname)
size, resident = print_meminfo("AFTER RESTORING INDEX")
size_list.append(size)
resident_list.append(resident)
bnsp, pacseq = bwa.restore_reference(refseq_fname)
size, resident = print_meminfo("AFTER RESTORING REFERENCE")
size_list.append(size)
resident_list.append(resident)
gopt, popt = bwa.gap_init_opt(), bwa.pe_init_opt()
ii, last_ii = bwa.isize_info_t(), bwa.isize_info_t()
last_ii.avg = -1.0
l = len(pairs)
size, resident = print_meminfo("AFTER INIT OPT & II")
size_list.append(size)
resident_list.append(resident)
bwa.cal_sa_reg_gap(0, bwts, l, bwsa[0], gopt)
bwa.cal_sa_reg_gap(0, bwts, l, bwsa[1], gopt)
size, resident = print_meminfo("AFTER CAL_SA_REG_GAP")
size_list.append(size)
resident_list.append(resident)
cnt_chg = bwa.cal_pac_pos_pe(bwts, l, bwsa, ii, popt, gopt, last_ii)
size, resident = print_meminfo("AFTER CAL_PAC_POS_PE")
size_list.append(size)
resident_list.append(resident)
#sys.stderr.write("ii=%f\n" % ii.avg)
if ii.avg < 0.0:
failed_ii += 1
bwa.paired_sw(bnsp, pacseq, l, bwsa, popt, ii)
size, resident = print_meminfo("AFTER PAIRED_SW")
size_list.append(size)
resident_list.append(resident)
bwa.refine_gapped(bnsp, l, bwsa[0], pacseq)
bwa.refine_gapped(bnsp, l, bwsa[1], pacseq)
size, resident = print_meminfo("AFTER REFINE_GAPPED")
size_list.append(size)
resident_list.append(resident)
for k in xrange(l):
v1 = bwa.analyze_hit(gopt[0], bnsp, bwsa[0][k], bwsa[1][k])
v2 = bwa.analyze_hit(gopt[0], bnsp, bwsa[1][k], bwsa[0][k])
size, resident = print_meminfo("AFTER ANALYZE_HIT")
size_list.append(size)
resident_list.append(resident)
# deallocate seq & ref data
for i in 0, 1:
bwa.free_seq(l, bwsa[i])
bwa.bwt_destroy(bwts[i])
bwa.bns_destroy(bnsp)
size, resident = print_meminfo("AFTER DEALLOC")
size_list.append(size)
resident_list.append(resident)
del pacseq
n_unreachable = gc.collect()
logging.debug("n_unreachable = %d" % n_unreachable)
size, resident = print_meminfo("AFTER DEL PACSEQ")
size_list.append(size)
resident_list.append(resident)
del pairs
n_unreachable = gc.collect()
logging.debug("n_unreachable = %d" % n_unreachable)
size, resident = print_meminfo("AFTER DEL PAIRS")
size_list.append(size)
resident_list.append(resident)
return max(size_list), max(resident_list), failed_ii