def generateBrandClassifier(self, br):
bc = BrandClassifier()
bc.account_id = br.account_id
bc.account_name = br.account_name
bc.campaign_id = br.campaign_id
bc.campaign_name = br.campaign_name
bc.score_threshold = br.score_threshold
bc.name = {br.name: br.synonyms}
bc.brand_confidence_clues = self.genClassifierClues(br.keywords)
for kws in br.keyword_sets:
if kws.getId():
bc.brand_confidence_clues.append((kws.getValue(),) + tuple(MongoManager.getKeywordset(id=kws.getId()).getKeywords()))
if br.rules:
bc.brand_regexps = [(re.compile(self.getBrandRegexpFromRule(br, rule), re.I|re.U), rule) for rule in br.rules]
pr_number = 0
for pr in br.children:
bc.product_list.append(pr.name)
bc.products[pr.name] = pr.synonyms
bc.product_regexps[pr.name] = []
for rule in pr.rules:
bc.product_regexps[pr.name].append((re.compile(self.getProductRegexpFromRule(br, pr, pr_number, rule), re.I|re.U), rule))
if pr.use_brand_id_rules:
for rule in br.rules:
if rule.find("[P]") >= 0:
bc.product_regexps[pr.name].append((re.compile(self.getProductRegexpFromRule(br, pr, pr_number, rule), re.I|re.U), rule))
pr_number += 1
bc.product_confidence_clues[pr.name] = self.genClassifierClues(pr.keywords)
return bc
def generateTopicClassifier(self, topicdoc):
tc = TopicClassifier()
tc.topic_name = topicdoc.getName()
tc.topic_id = str(topicdoc.getId())
tc.topic_confidence_clues = self.genClassifierClues(topicdoc.getKeywords())
for kws in topicdoc.getKeywordsets():
tc.topic_confidence_clues.append((kws.getValue(),) + tuple(MongoManager.getKeywordset(id=kws.getId()).getKeywords()))
return tc