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sns.boxplot(data=df_slice.sort_values(by="segment")
set_title(f"{period}")
astimezone()
tz.gettz('Europe/London')
local.astimezone(uk)
print(local.isoformat()
print(notlocal.isoformat()
tz.gettz('Asia/Kolkata')
local.astimezone(ist)
print(local.isoformat()
print(notlocal.isoformat()
tz.gettz('Pacific/Apia')
local.astimezone(sm)
print(local.isoformat()
print(notlocal.isoformat()
logging.getLogger("")
namedtuple('CI', ['min', 'max'])
compute_ci(coverage, var_count)
sqrt(1/n~ * p~ * (1-p~)
float(coverage + 4)
sqrt(p_t * (1-p_t)
CI._make([min_ci, max_ci])
fasta_iter(fasta_name)
open(fasta_name)
boolean (x[0])
groupby(fh, lambda line: line[0] == ">")
header.next()
strip()
header.next()
strip()
split(" ")
join(s.strip()
faiter.next()
cmdline_parser()
argparse.ArgumentParser(description=__doc__)
file (vcf format)
file (for reconstructing cluster sequence)
file (- for stdout = default)
vcf_var_to_str(v)
join(["%s" % x for x in v.ALT])
main()
cmdline_parser()
parser.parse_args()
args (not just (len(args)
LOG.setLevel(logging.INFO)
LOG.setLevel(logging.DEBUG)
for (in_file, descr)
parser.error("%s input file argument missing." % descr)
sys.exit(1)
os.path.exists(in_file)
sys.exit(1)
for (out_file, descr)
parser.error("%s output file argument missing." % descr)
sys.exit(1)
os.path.exists(out_file)
sys.exit(1)
open(args.cluster_file, 'w')
fasta_iter(args.reffa)
sys.stderr.write("Only supporting one sequence\n")
sys.exit(1)
vcf.VCFReader(filename=args.var_file)
any([not v.is_snp for v in var_list])
sys.stderr.write("WARNING: Only supporting SNPs! Automatically removing others\n")
LOG.info("Parsed %d SNPs from %s" % (len(var_list)
all([x.INFO.has_key('AF')
x.INFO.has_key('DP')
sorted(var_list, key=lambda x: x.INFO['AF'], reverse=True)
compute_ci(v.INFO['DP'], int(v.INFO['AF'] * v.INFO['DP'])
list(zip(var_list, ci_list)
len(var_ci_list)
fh_out.write("No variants <-> no clusters!\n")
fh_out.close()
sys.exit(0)
dict()
append("%s %f" % (var.repr, var.freq)
append(var)
range(clu_no+1)
fh_out.write("# cluster %d (freq. range: %f - %f)
join([vcf_var_to_str(x)
sorted(cluster[i,'members'], key = lambda v: v.POS)
len(v.ALT)
str(v.ALT[0])
fh_out.write(">haplotype-cluster-{}\n{}\n".format(i+1, haplotype)
fh_out.close()
print("%d clusters found (written to %s)
main()
LOG.info("Successful program exit")
bin(5)
pow(2, 2)
pow(2, 1)
pow(2, 0)
pow(2, 4)
pow(2, 3)
pow(2, 2)
pow(2, 1)
pow(2, 0)
Solution(object)
findComplement(self, num)
bin(num)
enumerate(reversed(b)