| author | ymh <ymh.work@gmail.com> |
| Mon, 17 Nov 2014 16:48:36 +0100 | |
| changeset 361 | a1b85604132c |
| parent 360 | 6129e7390abe |
| child 571 | d9642be7c937 |
| 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 hdabo.models import Tag |
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from hdabo.utils import show_progress |
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from hdalab.models import DbpediaFields, TagLinks |
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from hdalab.models.dataviz import DbpediaFieldsTranslation |
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import logging |
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from optparse import make_option |
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import sys |
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import traceback |
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from django import db |
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from django.conf import settings |
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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 django.db import transaction |
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from django.db.models import Count |
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from rdflib import URIRef, Graph |
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import requests |
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logger = logging.getLogger(__name__) |
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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 query_dbpedia(self, query, fmt='n3'): |
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url = settings.DBPEDIA_URI_TEMPLATE % ( 'sparql', '' ) |
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params = { |
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'query': query, |
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'format': {'n3':'text/turtle', 'rdf/xml':"application/rdf+xml", 'nt': 'text/plain'}.get(fmt, 'text/turtle') |
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} |
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resp = requests.get(url, params=params) |
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logger.debug("Query dbpedia : %s", resp.text) |
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return Graph().parse(data=resp.text, format=fmt) |
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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) |
| 135 | 143 |
db.reset_queries() |
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144 |
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#abstract query |
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#"select ?y |
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# where {<%s> <http://dbpedia.org/ontology/abstract> ?y}" % (tag.dbpedia_uri) |
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148 |
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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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abstracts = {} |
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labels = {} |
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thumbnail = None |
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with transaction.commit_on_success(): |
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res_abstracts = self.query_dbpedia("select distinct ?y where {<%s> <http://dbpedia.org/ontology/abstract> ?y}" % (tag.dbpedia_uri), 'n3') |
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for _,_,o in res_abstracts.triples((None, URIRef('http://www.w3.org/2005/sparql-results#value'), None)): |
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abstracts[o.language] = (unicode(o), True) |
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logger.debug("Abstracts: %r" % abstracts) |
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160 |
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res_labels = self.query_dbpedia("select distinct ?y where {<%s> <http://www.w3.org/2000/01/rdf-schema#label> ?y}" % (tag.dbpedia_uri), 'n3') |
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for _,_,o in res_labels.triples((None, URIRef('http://www.w3.org/2005/sparql-results#value'), None)): |
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labels[o.language] = (unicode(o), True) |
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logger.debug("Labels: %r" % labels) |
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165 |
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res_thumbnails = self.query_dbpedia("select distinct ?y where {<%s> <http://dbpedia.org/ontology/thumbnail> ?y} limit 1" % (tag.dbpedia_uri), 'n3') |
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for _,_,o in res_thumbnails.triples((None, URIRef('http://www.w3.org/2005/sparql-results#value'), None)): |
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thumbnail = unicode(o) |
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169 |
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res_links = self.query_dbpedia('select distinct ?y where { <%s> ?p ?y . FILTER regex(?y, "^%s")}' % (tag.dbpedia_uri, settings.DBPEDIA_URI_TEMPLATE % ( 'resource', '' )), 'n3') |
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for _,_,o in res_links.triples((None, URIRef('http://www.w3.org/2005/sparql-results#value'), None)): |
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tagqs = Tag.objects.filter(dbpedia_uri=unicode(o)) |
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if tagqs: |
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TagLinks.objects.get_or_create(subject=tag, object=tagqs[0]) |
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175 |
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176 |
ref_label_lang, (ref_label, _) = ('fr',labels['fr']) if 'fr' in labels else ('en',labels['en']) if 'en' in labels else labels.items()[0] if len(labels) > 0 else ('fr',(tag.label, True)) |
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ref_abstract_lang, (ref_abstract, _) = ('fr',abstracts['fr']) if 'fr' in abstracts else ('en',abstracts['en']) if 'en' in abstracts else abstracts.items()[0] if len(abstracts) > 0 else ('fr',(None, 'True')) |
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178 |
|
| 135 | 179 |
for lang in settings.LANGUAGES: |
180 |
if lang[0] not in labels: |
|
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labels[lang[0]]= (ref_label, False) |
| 135 | 182 |
if lang[0] not in abstracts: |
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abstracts[lang[0]] = (ref_abstract, False) |
| 135 | 184 |
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dbfield , created = DbpediaFields.objects.get_or_create(tag=tag, defaults={'dbpedia_uri':tag.dbpedia_uri, 'abstract':ref_abstract, 'thumbnail':thumbnail, 'label':ref_label}) #@UndefinedVariable |
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if not created: |
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dbfield.dbpedia_uri = tag.dbpedia_uri |
| 135 | 188 |
dbfield.abstract = ref_abstract |
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dbfield.thumbnail = thumbnail |
| 135 | 190 |
dbfield.label = ref_label |
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dbfield.save() |
| 135 | 192 |
DbpediaFieldsTranslation.objects.filter(master=dbfield).delete() |
193 |
||
194 |
consolidated_trans = {} |
|
195 |
for lang,label in labels.iteritems(): |
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consolidated_trans[lang] = [label,(ref_abstract, lang==ref_abstract_lang)] |
| 135 | 197 |
for lang,abstract in abstracts.iteritems(): |
198 |
if lang in consolidated_trans: |
|
199 |
consolidated_trans[lang][1] = abstract |
|
200 |
else: |
|
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consolidated_trans[lang] = [(ref_label, lang==ref_label_lang), abstract] |
| 135 | 202 |
|
203 |
for lang, trans in consolidated_trans.iteritems(): |
|
204 |
label, abstract = tuple(trans) |
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DbpediaFieldsTranslation.objects.create(master=dbfield, language_code=lang, label=label[0], is_label_translated=label[1], abstract=abstract[0], is_abstract_translated=abstract[1]) |
| 135 | 206 |
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207 |
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except Exception as e: |
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if tag.dbpedia_uri: |
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print "\nError processing resource %s : %s" %(tag.dbpedia_uri,unicode(e)) |
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else: |
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print "\nError processing resource %s" % unicode(e) |
| 135 | 213 |
traceback.print_exception(type(e), e, sys.exc_info()[2]) |
214 |
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