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CAMMiQ-preprocess
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"""
Convert taxonomic ID to higher taxonomic level
System requirements:
python, wget (all added to $PATH)
Usage:
python CAMMiQ-preprocess <OPTIONS>
Options:
--dir <TAXONOMY_PATH>
The directory to maintain NCBI's taxonomy information
Default value is current directory './'
--map_fn <INPUT_FILE_NAME>
**Required parameter, except with option --clean
The genome map file to be modified
--output_fn <OUTPUT_FILE_NAME>
The new genome map file (if different from <INPUT_FILE_NAME>)
Default option is to rewrite <INPUT_FILE_NAME>
--add_genome <FASTA> <TAXID> <NAME>
Add genome (file name: <FASTA>, with taxonomic ID and name) to map file
This option only rewrites the genome map file, without checking the actual genome (fasta)
--merge_map <INPUT_FILE_NAME2>
Merge the genome map file specified here to that is specified in option --map_fn
Merged file will be written to the new genome map file specified in --output_fn
This option will allow users to add multiple genomes to the map file
--del_genome <FASTA>
Delete genome (file name: <FASTA>) within map file
This option does nothing if genome (fasta) is not in the input map file
--convert_to_genus
Download the latest version of NCBI taxonomy tree
Then convert the genome map file at species or strain level to genus level
After conversion, Genomes within the same genus will be assigned to the same ID
If information is not given in NCBI taxonomy tree, keep the old taxonomic ID and name
--sort_id
Reorganize genomes so that their ID (second column of map file) ranges from 1 to #Genomes
--clean
Remove taxonomy tree files
--quiet
Disable wget outputs
Output:
A modified *.map file (with user specified file name)
"""
import sys
import os
tdir = "./"
mode = -1
quiet = 0
map_fn = ""
map_fn2 = ""
output_fn = ""
parents = dict()
ranks = dict()
names = dict()
merged = dict()
genus_ids = dict()
#For option add-genome or del-genome
fn_ = ""
tax_id_ = ""
sp_name_ = ""
def parse_arguments():
global mode, quiet, tdir, map_fn, map_fn2, output_fn, fn_, tax_id_, sp_name_
i = 1
while i < len(sys.argv):
if sys.argv[i] == "--dir":
i += 1
tdir = sys.argv[i]
elif sys.argv[i] == "--map_fn":
i += 1
map_fn = sys.argv[i]
elif sys.argv[i] == "--merge_map":
mode = 2
i += 1
map_fn2 = sys.argv[i]
elif sys.argv[i] == "--output_fn":
i += 1
output_fn = sys.argv[i]
elif sys.argv[i] == "--convert_to_genus":
mode = 0
elif sys.argv[i] == "--add_genome":
mode = 1
i += 1
fn_ = sys.argv[i]
i += 1
tax_id_ = sys.argv[i]
i += 1
sp_name_ = sys.argv[i]
elif sys.argv[i] == "--del_genome":
mode = 3
i += 1
fn_ = sys.argv[i]
elif sys.argv[i] == "--sort_id":
mode = 4
elif sys.argv[i] == "--clean":
mode = 5
elif sys.argv[i] == "--quiet":
quiet = 1
else:
sys.exit("Invalid argument.")
i += 1
def download_taxonomy(q = 0):
taxonomy_dir = "https://ftp.ncbi.nih.gov/pub/taxonomy/taxdump.tar.gz"
if q == 1:
os.popen("wget -q " + taxonomy_dir)
else:
os.popen("wget " + taxonomy_dir)
os.popen("mv taxdump.tar.gz " + tdir)
cwd = os.getcwd()
os.chdir(tdir)
os.popen("tar -xf ./taxdump.tar.gz")
os.popen("rm -rf taxdump.tar.gz citations.dmp delnodes.dmp division.dmp gc.prt gencode.dmp readme.txt")
os.chdir(cwd)
def clean_taxonomy():
cwd = os.getcwd()
os.chdir(tdir)
os.popen("rm -rf nodes.dmp names.dmp merged.dmp")
os.chdir(cwd)
def read_nodes():
global parents, ranks
fp = open(tdir + "nodes.dmp", 'r')
for line in fp:
line = line.strip()
tokens = line.split("\t")
parents[tokens[0]] = tokens[2]
ranks[tokens[0]] = tokens[4]
fp.close()
def read_names():
global names
fp = open(tdir + "names.dmp", 'r')
for line in fp:
line = line.strip()
tokens = line.split("\t")
#print tokens
if tokens[6] == "scientific name":
names[tokens[0]] = tokens[2]
fp.close()
def read_map(map_fn2_ = None):
genome_map = dict()
if map_fn2_:
fp = open(map_fn2_, 'r')
else:
fp = open(map_fn, 'r')
for line in fp:
line = line.strip()
tokens = line.split("\t")
genome_map[tokens[0]] = [tokens[2], tokens[3]]
fp.close()
return genome_map
def read_map_convert():
genome_map = dict()
gid_map = dict()
fp = open(map_fn, 'r')
for line in fp:
line = line.strip()
tokens = line.split("\t")
genome_map[tokens[0]] = [tokens[2], tokens[3]]
tax_id = tokens[2]
while True:
try:
if parents[tax_id] == '1':
break
tax_id = parents[tax_id]
except:
break
if w[ranks[tax_id]] >= 0:
break
gid_map[tokens[2]] = tax_id
fp.close()
return genome_map, gid_map
def add_genome(genome_map_, fn, tax_id, name):
if fn not in genome_map_:
genome_map_[fn] = [tax_id, name]
else:
print "Genome already in map file."
def del_genome(genome_map_, fn):
genome_map_.pop(fn, None)
def output_map(genome_map_, gid_map_ = dict()):
map_fp = open(output_fn, 'w')
taxid2gid = dict()
i = 1
if len(gid_map_) == 0:
for fn in genome_map_.keys():
taxid = genome_map_[fn][0]
sp_name = genome_map_[fn][1]
if taxid not in taxid2gid:
taxid2gid[taxid] = i
map_fp.write("%s\t%d\t%s\t%s\n" %(fn, i, taxid, sp_name))
i += 1
else:
map_fp.write("%s\t%d\t%s\t%s\n" %(fn, taxid2gid[taxid], taxid, sp_name))
else:
for fn in genome_map_.keys():
taxid = gid_map_[genome_map_[fn][0]]
try:
gn_name = names[taxid]
except:
assert taxid not in names
output = os.popen("grep -a \'" + taxid + "\' " + tdir + "merged.dmp").read()
try:
merged_taxid = output[2]
gn_name = names[merged_taxid]
except:
taxid = genome_map_[fn][0]
gn_name = genome_map_[fn][1]
print "UNCONVERTED FILE %s WITH TAXONOMIC ID %s AND NAME %s." %(fn, taxid, gn_name)
if taxid not in taxid2gid:
taxid2gid[taxid] = i
map_fp.write("%s\t%d\t%s\t%s\n" %(fn, i, taxid, gn_name))
i += 1
else:
map_fp.write("%s\t%d\t%s\t%s\n" %(fn, taxid2gid[taxid], taxid, gn_name))
map_fp.close()
if __name__ == '__main__':
w = {'superkingdom' : 1, 'tribe' : 1, 'subgenus' : -1, 'family' : 1,
'species subgroup' : -1, 'serotype' : -1, 'strain' : -1, 'species group' : -1,
'pathogroup' : -1, 'superclass' : 1, 'subspecies' : -1, 'species' : -1,
'cohort' : 0, 'no rank' : -1, 'superorder' : 1, 'infraorder' : 1, 'clade' : 0,
'isolate' : 0, 'subclass' : 1, 'subsection' : -1, 'series' : -1, 'kingdom' : 1,
'subtribe' : 1, 'forma specialis' : -1, 'subphylum' : 1, 'subkingdom' : 1,
'forma' : -1, 'subvariety' : -1, 'varietas' : -1, 'subcohort' : 0, 'biotype' : 0,
'serogroup' : -1, 'superphylum' : 1, 'subfamily' : 1, 'class' : 1, 'genotype' : 0,
'infraclass' : 1, 'superfamily' : 1, 'morph' : 0, 'parvorder' : 1, 'phylum' : 1,
'suborder' : 1, 'section' : -1, 'genus' : 0, 'order' : 1}
parse_arguments()
if mode < 3 and map_fn == "":
print "Genome map file is required."
if output_fn == "":
output_fn = map_fn
if mode == 0:
download_taxonomy(quiet)
read_nodes()
read_names()
genome_map, gid_map = read_map_convert()
output_map(genome_map, gid_map)
elif mode == 1:
genome_map = read_map()
add_genome(genome_map, fn_, tax_id_, sp_name_)
output_map(genome_map)
elif mode == 2:
genome_map1 = read_map()
genome_map2 = read_map(map_fn2)
genome_map2.update(genome_map1)
output_map(genome_map2)
elif mode == 3:
genome_map = read_map()
del_genome(genome_map, fn_)
output_map(genome_map)
elif mode == 4:
genome_map = read_map()
output_map(genome_map)
elif mode == 5:
clean_taxonomy()
else:
print "Please specify option add-genome/convert-to-genus/sort-id/clean."