def _create_author_feature_with_name(self, author_guid, value, feature_name):
author_feature = AuthorFeatures()
author_feature.author_guid = author_guid
author_feature.window_start = date('2010-01-01 00:00:00')
author_feature.window_end = date('2020-01-01 23:59:59')
author_feature.attribute_name = feature_name
author_feature.attribute_value=value
self._authors_to_author_features_dict[author_guid].append(author_feature)
self._db.update_author_features((author_feature))
self._db.session.commit()
def _convert_row_to_claim(self, row):
claim = Claim()
claim_id = unicode(row['claim_id'])
title = unicode(row['title'], errors='replace')
claim.title = title
description = unicode(row['description'], errors='replace')
claim.description = description
url = unicode(row['url'])
claim.url = url
verdict_date = row['publication_date']
claim.verdict_date = date(verdict_date)
post_guid = compute_post_guid(self._social_network_url, claim_id, verdict_date)
claim.claim_id = post_guid
claim.domain = self._domain
keywords = unicode(row['keywords'])
claim.keywords = keywords
verdict = unicode(row['post_type'])
claim.verdict = verdict
return claim
def _convert_row_to_post(self, row):
post = Post()
claim_id = unicode(row['claim_id'])
title = unicode(row['title'], errors='replace')
post.content = title
description = unicode(row['description'], errors='replace')
post.description = description
url = unicode(row['url'])
post.url = url
publication_date = row['publication_date']
post.date = date(publication_date)
post_guid = compute_post_guid(self._social_network_url, claim_id, publication_date)
post.guid = post_guid
post.post_id = post_guid
post.domain = self._domain
post.author = self._author_name
author_guid = compute_author_guid_by_author_name(self._author_name)
post.author_guid = author_guid
post.post_osn_guid = post_guid
keywords = unicode(row['keywords'])
post.tags = keywords
post_type = unicode(row['post_type'])
post.post_type = post_type
return post
def _convert_row_to_claim(self, row):
claim = Claim()
# claim_id = unicode(row['claim_id'])
title = unicode(row['title'], errors='replace')
claim.title = title
description = unicode(row['description'], errors='replace')
claim.description = description
url = unicode(row['url'])
claim.url = url
verdict_date = row['verdict_date']
claim.verdict_date = date(verdict_date)
post_guid = compute_post_guid(self._social_network_url, url,
verdict_date)
claim.claim_id = post_guid
claim.domain = self._domain
keywords = unicode(row['keywords'])
claim.keywords = keywords
verdict = unicode(row['verdict'])
claim.verdict = verdict
claim.category = unicode(row['main_category'])
claim.sub_category = unicode(row['secondary_category'])
return claim
def _add_post(self, title, content, author_guid):
post = Post()
post.author = author_guid
post.author_guid = author_guid
post.content = content
post.title = title
post.domain = u'test'
post.post_id = len(self._posts)
post.guid = post.post_id
post.date = date('2020-01-01 23:59:59')
self._db.addPost(post)
self._db.session.commit()
self._posts.append(post)
def _create_post(self, original_liar_dataset_id, speaker, targeted_label,
statement):
post = Post()
post.post_id = str(original_liar_dataset_id)
post_guid = compute_post_guid(self._social_network_url,
original_liar_dataset_id,
'2007-01-01 00:00:00')
post.guid = post_guid
post.domain = self._domain
post.author = speaker
author_guid = compute_author_guid_by_author_name(speaker)
post.author_guid = author_guid
post.post_osn_guid = post_guid
post.date = date('2007-01-01 00:00:00')
post.post_type = targeted_label
post.content = statement
return post
def _convert_row_to_claim(self, row):
claim = Claim()
claim_id = unicode(row['campaign_id'])
title = unicode(row['title'], errors='replace')
claim.title = title
try:
verdict_date = datetime.datetime.strftime(
datetime.datetime.strptime(row['date'], '%d-%m-%y'),
'%Y-%m-%d %H:%M:%S')
except:
verdict_date = getConfig().eval(self.__class__.__name__,
'default_date')
claim.verdict_date = date(verdict_date)
post_guid = compute_post_guid(self._social_network_url, claim_id,
verdict_date)
claim.claim_id = post_guid
claim.domain = self._domain
keywords = unicode(row['category'])
claim.keywords = keywords
verdict = unicode(row['campaign_class'])
claim.verdict = verdict
#claim.claim_topic = unicode(row['category'])
return claim
