# -*- coding: utf-8 -*-
'''
Created on Jan 30, 2012
@author: ymh
'''
from django.core.management.base import NoArgsCommand
from django.core.management.color import no_style
from optparse import make_option
from django.conf import settings
from django.db.models import Count
from django.db import transaction
from hdabo.models import Tag
from hdalab.models import DbpediaFields, TagLinks
from hdabo.utils import show_progress
from rdflib.graph import Graph
from rdflib import URIRef
import re
import traceback
import sys
from hdalab.models.dataviz import DbpediaFieldsTranslation
from django import db
class Command(NoArgsCommand):
'''
query and update wikipedia for tag title.
'''
options = ''
help = """query and update wikipedia for tag title."""
option_list = NoArgsCommand.option_list + (
make_option('--all',
action='store_true',
dest='all',
default=False,
help='force all tags to be updated, not only those not yet processed'),
make_option('--force',
action='store_true',
dest='force',
default=False,
help='ask no questions'),
make_option('--random',
action='store_true',
dest='random',
default=False,
help='randomize query on tags'),
make_option('--limit',
action='store',
type='int',
dest='limit',
default= -1,
help='number of tag to process'),
make_option('--start',
action='store',
type='int',
dest='start',
default=0,
help='number of tag to ignore'),
make_option('--tag',
action='append',
dest='tags',
type='string',
default=[],
help='the tag to query'),
)
def handle_noargs(self, **options):
self.style = no_style()
self.interactive = options.get('interactive', True)
self.verbosity = int(options.get('verbosity', '1'))
self.force = options.get('force', False)
self.limit = options.get("limit", -1)
self.start = options.get("start", 0)
self.random = options.get('random', False)
if self.verbosity > 2:
print "option passed : " + repr(options)
self.tag_list = options.get("tags", []);
queryset = Tag.objects.exclude(dbpedia_uri= None)
if self.tag_list:
queryset = queryset.filter(label__in=self.tag_list)
elif not options.get('all',False):
queryset = queryset.annotate(dbfc=Count('dbpedia_fields')).filter(dbfc = 0)
if self.random:
queryset = queryset.order_by("?")
else:
queryset = queryset.order_by("label")
if self.limit >= 0:
queryset = queryset[self.start:self.limit]
elif self.start > 0:
queryset = queryset[self.start:]
if self.verbosity > 2 :
print "Tag Query is %s" % (queryset.query)
count = queryset.count()
if count == 0:
print "No tag to query : exit."
return
if not self.force and self.interactive:
confirm = raw_input("You have requested to query and replace the dbpedia information for %d tags.\n Are you sure you want to do this? \nType 'yes' to continue, or 'no' to cancel: " % (count))
else:
confirm = 'yes'
if confirm != "yes":
print "dbpedia query cancelled"
return
writer = None
for i,tag in enumerate(queryset):
writer = show_progress(i+1, count, tag.label, 50, writer)
db.reset_queries()
rdf_uri = re.sub('\/resource\/', "/data/", tag.dbpedia_uri) + ".n3"
g = Graph()
try :
g.parse(rdf_uri, format="n3")
with transaction.commit_on_success():
abstracts = {}
labels = {}
thumbnail = None
for t in g:
if t[1] == URIRef(u'http://dbpedia.org/ontology/abstract') and t[2] is not None \
and hasattr(t[2], 'language'):
abstracts[t[2].language] = unicode(t[2])
if t[1] == URIRef(u'http://www.w3.org/2000/01/rdf-schema#label') and t[2] is not None \
and hasattr(t[2], 'language'):
labels[t[2].language] = unicode(t[2])
if t[1] == URIRef(u'http://dbpedia.org/ontology/thumbnail') and t[2] is not None:
thumbnail = unicode(t[2])
if u'http://dbpedia.org/resource' in t[2]:
tagqs = Tag.objects.filter(dbpedia_uri=unicode(t[2]))
if tagqs:
TagLinks.objects.get_or_create(subject=tag, object=tagqs[0])
ref_label = labels['fr'] if 'fr' in labels else labels['en'] if 'en' in labels else labels.values()[0] if len(labels) > 0 else tag.label
ref_abstract = abstracts['fr'] if 'fr' in abstracts else abstracts['en'] if 'en' in abstracts else abstracts.values()[0] if len(abstracts) > 0 else None
for lang in settings.LANGUAGES:
if lang[0] not in labels:
labels[lang[0]]= ref_label
if lang[0] not in abstracts:
abstracts[lang[0]] = ref_abstract
dbfield , created = DbpediaFields.objects.get_or_create(dbpedia_uri=tag.dbpedia_uri,tag=tag, defaults={'abstract':ref_abstract, 'thumbnail':thumbnail, 'label':ref_label}) #@UndefinedVariable
if not created:
dbfield.abstract = ref_abstract
dbfield.thumbnail = thumbnail
dbfield.label = ref_label
dbfield.save()
DbpediaFieldsTranslation.objects.filter(master=dbfield).delete()
consolidated_trans = {}
for lang,label in labels.iteritems():
consolidated_trans[lang] = [label,ref_abstract]
for lang,abstract in abstracts.iteritems():
if lang in consolidated_trans:
consolidated_trans[lang][1] = abstract
else:
consolidated_trans[lang] = [ref_label, abstract]
for lang, trans in consolidated_trans.iteritems():
label, abstract = tuple(trans)
DbpediaFieldsTranslation.objects.create(master=dbfield, language_code=lang, label=label, abstract=abstract)
except Exception as e:
print "\nError processing resource %s : %s" %(rdf_uri,unicode(e))
traceback.print_exception(type(e), e, sys.exc_info()[2])