| author | cavaliet |
| Mon, 16 Jun 2014 17:11:32 +0200 | |
| changeset 266 | 825ff4d6a8ac |
| parent 135 | web/hdalab/management/commands/query_dbpedia.py@dd6578e36a57 |
| child 272 | 1c774f7a0341 |
| permissions | -rw-r--r-- |
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# -*- coding: utf-8 -*- |
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''' |
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Created on Jan 30, 2012 |
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@author: ymh |
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''' |
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from django.core.management.base import NoArgsCommand |
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from django.core.management.color import no_style |
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from optparse import make_option |
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from django.conf import settings |
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from django.db.models import Count |
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from django.db import transaction |
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from hdabo.models import Tag |
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from hdalab.models import DbpediaFields, TagLinks |
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from hdabo.utils import show_progress |
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from rdflib.graph import Graph |
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from rdflib import URIRef |
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import re |
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import traceback |
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import sys |
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from hdalab.models.dataviz import DbpediaFieldsTranslation |
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from django import db |
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class Command(NoArgsCommand): |
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''' |
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query and update wikipedia for tag title. |
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''' |
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options = '' |
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help = """query and update wikipedia for tag title.""" |
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option_list = NoArgsCommand.option_list + ( |
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make_option('--all', |
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action='store_true', |
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dest='all', |
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default=False, |
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help='force all tags to be updated, not only those not yet processed'), |
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make_option('--force', |
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action='store_true', |
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dest='force', |
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default=False, |
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help='ask no questions'), |
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make_option('--random', |
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action='store_true', |
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dest='random', |
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default=False, |
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help='randomize query on tags'), |
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make_option('--limit', |
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action='store', |
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type='int', |
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dest='limit', |
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default= -1, |
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help='number of tag to process'), |
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make_option('--start', |
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action='store', |
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type='int', |
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dest='start', |
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default=0, |
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help='number of tag to ignore'), |
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make_option('--tag', |
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action='append', |
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dest='tags', |
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type='string', |
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default=[], |
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help='the tag to query'), |
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) |
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def handle_noargs(self, **options): |
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self.style = no_style() |
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self.interactive = options.get('interactive', True) |
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self.verbosity = int(options.get('verbosity', '1')) |
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self.force = options.get('force', False) |
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self.limit = options.get("limit", -1) |
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self.start = options.get("start", 0) |
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self.random = options.get('random', False) |
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if self.verbosity > 2: |
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print "option passed : " + repr(options) |
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self.tag_list = options.get("tags", []); |
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queryset = Tag.objects.exclude(dbpedia_uri= None) |
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if self.tag_list: |
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queryset = queryset.filter(label__in=self.tag_list) |
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elif not options.get('all',False): |
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queryset = queryset.annotate(dbfc=Count('dbpedia_fields')).filter(dbfc = 0) |
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if self.random: |
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queryset = queryset.order_by("?") |
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else: |
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queryset = queryset.order_by("label") |
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if self.limit >= 0: |
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queryset = queryset[self.start:self.limit] |
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elif self.start > 0: |
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queryset = queryset[self.start:] |
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if self.verbosity > 2 : |
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print "Tag Query is %s" % (queryset.query) |
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count = queryset.count() |
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if count == 0: |
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print "No tag to query : exit." |
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return |
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if not self.force and self.interactive: |
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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)) |
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else: |
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confirm = 'yes' |
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if confirm != "yes": |
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print "dbpedia query cancelled" |
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return |
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writer = None |
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for i,tag in enumerate(queryset): |
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writer = show_progress(i+1, count, tag.label, 50, writer) |
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db.reset_queries() |
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rdf_uri = re.sub('\/resource\/', "/data/", tag.dbpedia_uri) + ".n3" |
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g = Graph() |
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try : |
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g.parse(rdf_uri, format="n3") |
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with transaction.commit_on_success(): |
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abstracts = {} |
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labels = {} |
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thumbnail = None |
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for t in g: |
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if t[1] == URIRef(u'http://dbpedia.org/ontology/abstract') and t[2] is not None \ |
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and hasattr(t[2], 'language'): |
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abstracts[t[2].language] = unicode(t[2]) |
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if t[1] == URIRef(u'http://www.w3.org/2000/01/rdf-schema#label') and t[2] is not None \ |
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and hasattr(t[2], 'language'): |
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labels[t[2].language] = unicode(t[2]) |
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if t[1] == URIRef(u'http://dbpedia.org/ontology/thumbnail') and t[2] is not None: |
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thumbnail = unicode(t[2]) |
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if u'http://dbpedia.org/resource' in t[2]: |
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tagqs = Tag.objects.filter(dbpedia_uri=unicode(t[2])) |
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if tagqs: |
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TagLinks.objects.get_or_create(subject=tag, object=tagqs[0]) |
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| 135 | 154 |
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 |
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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 |
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for lang in settings.LANGUAGES: |
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if lang[0] not in labels: |
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labels[lang[0]]= ref_label |
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if lang[0] not in abstracts: |
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abstracts[lang[0]] = ref_abstract |
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||
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dbfield , created = DbpediaFields.objects.get_or_create(dbpedia_uri=tag.dbpedia_uri,tag=tag, defaults={'abstract':ref_abstract, 'thumbnail':thumbnail, 'label':ref_label}) #@UndefinedVariable |
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if not created: |
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dbfield.abstract = ref_abstract |
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dbfield.thumbnail = thumbnail |
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dbfield.label = ref_label |
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dbfield.save() |
| 135 | 168 |
DbpediaFieldsTranslation.objects.filter(master=dbfield).delete() |
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||
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consolidated_trans = {} |
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for lang,label in labels.iteritems(): |
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consolidated_trans[lang] = [label,ref_abstract] |
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for lang,abstract in abstracts.iteritems(): |
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if lang in consolidated_trans: |
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consolidated_trans[lang][1] = abstract |
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else: |
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consolidated_trans[lang] = [ref_label, abstract] |
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||
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for lang, trans in consolidated_trans.iteritems(): |
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label, abstract = tuple(trans) |
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DbpediaFieldsTranslation.objects.create(master=dbfield, language_code=lang, label=label, abstract=abstract) |
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except Exception as e: |
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print "\nError processing resource %s : %s" %(rdf_uri,unicode(e)) |
| 135 | 186 |
traceback.print_exception(type(e), e, sys.exc_info()[2]) |
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