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# Genbank XML parser
from collections import namedtuple
import dateutil
from dateutil.parser import parse as dateparse
from dateutil.tz import gettz
import os
import re
import sys
import types
import xml.etree.ElementTree as ET
class GBError(Exception):
pass
"""
Example of an output JSON:
{
"id": "placeholder",
"host": {
"host_species": "http://purl.obolibrary.org/obo/NCBITaxon_9606"
},
"sample": {
"sample_id": "MT890462.1",
"source_database_accession": [
"http://identifiers.org/insdc/MT890462.1#sequence"
],
"collection_location": "http://www.wikidata.org/entity/Q649",
"collection_date": "2020-04-17",
"collecting_institution": "N.A.Kovtun Clinical Hospital 1 of Departament of President Affairs"
},
"virus": {
"virus_strain": "SARS-CoV-2/human/RUS/20200417_10/2020",
"virus_species": "http://purl.obolibrary.org/obo/NCBITaxon_2697049"
},
"technology": {
"assembly_method": "http://purl.obolibrary.org/obo/GENEPIO_0001628",
"alignment_protocol": "bowtie2 v. 2.3.4",
"sample_sequencing_technology": [
"http://purl.obolibrary.org/obo/OBI_0000759"
]
},
"submitter": {
"authors": [
"Blagodatskikh,K.A."
],
"submitter_name": [
"R&D"
],
"submitter_address": "Pirogov Russian National Research Medical University, Ostrovityanova 1, Moscow 117997, Russia"
}
}
Note: missing data should be None! Do not fill in other data by
'guessing'.
"""
def get_metadata(id, gbseq):
host = types.SimpleNamespace()
sample = types.SimpleNamespace()
submitter = types.SimpleNamespace()
warnings = []
def warn(msg):
print(f"WARNING: {msg}",file=sys.stderr)
warnings.append(msg)
host.host_species = "http://purl.obolibrary.org/obo/NCBITaxon_9606"
sample.sample_id = id
sample.database = "https://www.ncbi.nlm.nih.gov/genbank/"
sample.source_database_accession = f"http://identifiers.org/insdc/{id}#sequence"
# <GBQualifier>
# <GBQualifier_name>country</GBQualifier_name>
# <GBQualifier_value>USA: Cruise_Ship_1, California</GBQualifier_value>
# </GBQualifier>
sample.collection_location = "FIXME"
submitter.authors = [n.text for n in gbseq.findall(".//GBAuthor")]
# --- Dates
n = gbseq.find("./GBSeq_create-date")
creation_date = dateparse(n.text).date()
n = gbseq.find("./GBSeq_update-date")
update_date = dateparse(n.text).date()
n = gbseq.find(".//GBQualifier/GBQualifier_name/[.='collection_date']/../GBQualifier_value")
try:
date = dateparse(n.text).date()
sample.collection_date = str(date)
except dateutil.parser._parser.ParserError as e:
warn("No collection_date: ",str(e))
sample.collection_date = None
except AttributeError:
warn("Missing collection_date")
sample.collection_date = None
info = {
'id': 'placeholder',
'update_date': str(update_date),
'host': host,
'sample': sample,
#'virus': virus,
#'technology': technology,
'submitter': submitter,
'warnings': warnings,
}
print(info)
return True,info
def get_sequence(id, gbseq):
seq = None
count = 0
for gbseq_sequence in gbseq.findall('./GBSeq_sequence'):
count += 1
if count > 1:
raise GBError(f"Expected one sequence for {id}")
seq = gbseq_sequence.text.upper()
print(f"SEQ: size={len(seq)}",seq[0:30])
if len(seq) < 20_000:
raise GBError(f"Sequence too short")
return seq
|
