def create_authors_for_deleting_tests(self): self.guid1 = u'83d5812f-ff13-46d8-8c1c-3f17a48c239f' author = Author() author.name = u'author1' author.domain = unicode(self._domain) author.author_guid = unicode(self.guid1) author.author_type = u'bad_actor' author.author_sub_type = u'crowdturfer' self.db.add_author(author) self.guid2 = u'08fffd68-52f9-45dd-a1ea-7c2a1b0206c4' author = Author() author.name = u'author2' author.domain = unicode(self._domain) author.author_guid = unicode(self.guid2) author.author_type = u'bad_actor' author.author_sub_type = None self.db.add_author(author) self.guid3 = u'a041d99d-7adc-47ad-a32b-ac24c1e43c03' author = Author() author.name = u'author3' author.domain = self._domain author.author_guid = self.guid3 author.author_type = u'bad_actor' author.author_sub_type = u'bot' self.db.add_author(author) self.guid4 = u'06bc3c1b-0350-428f-b66c-7d476f442643' author = Author() author.name = u'author4' author.domain = self._domain author.author_guid = self.guid4 author.author_type = u'good_actor' author.author_sub_type = None self.db.add_author(author) self.guid5 = u'c5c1d938-1196-4bab-9f5e-23092c7be053' author = Author() author.name = u'author5' author.domain = self._domain author.author_guid = self.guid5 author.author_type = u'bad_actor' author.author_sub_type = u'acquired' self.db.add_author(author) self.db.session.commit()
def get_about_info_from_users(self): self._facebook_login() authors = [] for author_osn_id in self.osn_ids: author = Author() author.domain = self._domain author.author_osn_id = author_osn_id author.author_type = 'User' author.education = 'User Blocked' author.professional_skills = 'User Blocked' author.past_residence = 'User Blocked' author.birth_day = 'User Blocked' author.gender = 'User Blocked' author.gender = 'User Blocked' author.email = 'User Blocked' # Need to add the rest of the features with User Blocked as default. author.work = 'User Blocked' self.driver.get('https://www.facebook.com/' + author_osn_id) a_element = self.driver.find_element_by_xpath( "//a[@class='_2nlw _2nlv']") href_attribute = a_element.get_attribute('href') name = a_element.text # Extracting name unique_user_name = self._parse_unique_user_name(href_attribute) author.name = name author.author_screen_name = unique_user_name author.author_guid = commons.compute_author_guid_by_osn_id( author_osn_id) authors.append(author) self._get_about_info_for_authors(authors) self._db.addPosts(authors)
def get_liked_pages_from_user(self): """ Method gets liked pages from users in the config.ini osn_ids. Assumption: The users in the osn_ids fields in config.ini ARE NOT IN THE DB """ self._facebook_login() for osn_id in self.osn_ids: author = Author() self.driver.get('https://www.facebook.com/' + osn_id) time.sleep(2) a_element = self.driver.find_element_by_xpath( "//a[@class='_2nlw _2nlv']") href_attribute = a_element.get_attribute('href') name = a_element.text # Extracting name unique_user_name = self._parse_unique_user_name(href_attribute) author.name = name author.author_screen_name = unique_user_name author.author_osn_id = osn_id author.author_guid = commons.compute_author_guid_by_osn_id( author.author_osn_id) author.domain = self._domain author.author_type = "User" pages_id_to_name_dict = self._get_liked_pages_from_user( osn_id, unique_user_name) page_authors = self._convert_pages_to_authors( pages_id_to_name_dict) page_authors.append( author ) # Adding user created author to page author list to add to DB self._db.addPosts(page_authors) connections = self._convert_page_and_user_to_connection( page_authors, author) self._db.addPosts(connections)
def _parse_author(self, json_content): author = Author() post_id = json_content["id"] author.name = post_id author.author_screen_name = post_id author.author_osn_id = post_id author.domain = self._domain str_post_timestamp = json_content["postTimestamp"] post_timestamp, str_post_date = self._get_str_and_date_formats( str_post_timestamp) author.created_at = str(str_post_date) post_guid = compute_post_guid(self._social_network_url, post_id, str_post_date) author.author_guid = post_guid if post_id in self._post_id_targeted_class_dict: targeted_class = self._post_id_targeted_class_dict[post_id] author.author_type = targeted_class post_media = json_content["postMedia"] if len(post_media) > 0: author.media_path = post_media[0] else: author.media_path = None author.notifications = self._dataset_type return author
def save_to_db(self): self._db.addPosts(self._posts) self._db.add_claim_connections(self._claim_tweet_connections) self._db.add_claim_connections(self._post_comment_connections) authors = [] reddit_authors = [] for i, redditor in enumerate(set(self._redditors)): for attempt in xrange(self._number_of_attempts): try: self._retrive_reddit_author(authors, i, reddit_authors, redditor) print("\rretrive reddit author {0}/{1}".format(i, len(self._redditors)), end='') except prawcore.exceptions.ServerError as e: print('Server overload code 503, save to DB and sleep 30 sec and try again') self.save_to_db() time.sleep(5) # 30) except Exception as e: print('\r retrive reddit author {0}/{1} exception: {2}'.format(i, len(self._redditors), e.message), end='') print() for i, redditor in enumerate(set(self._deleted_redditors)): author = Author() author.name = "deleted" author.author_guid = compute_author_guid_by_author_name(redditor) author.domain = u'reddit' author.author_type = u'deleted' authors.append(author) self._db.add_authors_fast(authors) self._db.add_reddit_authors(reddit_authors) self._posts = [] self._claim_tweet_connections = [] self._redditors = [] self._deleted_redditors = [] self._post_comment_connections = []
def setUp(self): self.config = getConfig() self._db = DB() self._db.setUp() self.timeline_overlap = TimelineOverlapVisualizationGenerator() author1 = Author() author1.name = 'acquired_user' author1.domain = 'Microblog' author1.author_guid = 'acquired_user' author1.author_screen_name = 'acquired_user' author1.author_full_name = 'acquired_user' author1.author_osn_id = 1 author1.created_at = datetime.datetime.now() author1.missing_data_complementor_insertion_date = datetime.datetime.now( ) author1.xml_importer_insertion_date = datetime.datetime.now() author1.author_type = 'bad_actor' author1.author_sub_type = 'acquired' self._db.add_author(author1) for i in range(1, 11): post1 = Post() post1.post_id = 'bad_post' + str(i) post1.author = 'acquired_user' post1.guid = 'bad_post' + str(i) post1.date = datetime.datetime.now() post1.domain = 'Microblog' post1.author_guid = 'acquired_user' post1.content = 'InternetTV love it' + str(i) post1.xml_importer_insertion_date = datetime.datetime.now() self._db.addPost(post1) author = Author() author.name = 'TestUser1' author.domain = 'Microblog' author.author_guid = 'TestUser1' author.author_screen_name = 'TestUser1' author.author_full_name = 'TestUser1' author.author_osn_id = 2 author.created_at = datetime.datetime.now() author.missing_data_complementor_insertion_date = datetime.datetime.now( ) author.xml_importer_insertion_date = datetime.datetime.now() self._db.add_author(author) for i in range(1, 11): post = Post() post.post_id = 'TestPost' + str(i) post.author = 'TestUser1' post.guid = 'TestPost' + str(i) post.date = datetime.datetime.now() post.domain = 'Microblog' post.author_guid = 'TestUser1' post.content = 'InternetTV love it' + str(i) post.xml_importer_insertion_date = datetime.datetime.now() self._db.addPost(post) self._db.commit()
def _add_author(self, author_guid, type=u"good_actor"): author = Author() author.author_guid = author_guid author.author_full_name = author_guid author.author_screen_name = author_guid author.name = author_guid author.domain = u'Microblog' author.author_type = type self._db.add_author(author) self._authors.append(author)
def liker_to_author(self, liker, photo_id): author = Author() author.name = str(liker['username']) author.author_full_name = str(liker.get('realname', "")) author.domain = str(photo_id) author.created_at = str(liker["favedate"]) author.author_osn_id = str(liker['nsid']) author.author_guid = compute_author_guid_by_author_name( author.author_osn_id) author.author_type = 'like' return author
def _create_author(self, guid, author_type): author = Author() author.name = unicode(guid) author.domain = u'Microblog' author.author_guid = unicode(guid) author.author_screen_name = u'TestUser1' author.author_type = author_type author.domain = u'Restaurant' author.author_osn_id = 1 self._authors_to_author_features_dict[author.author_guid]=[] self._db.add_author(author)
def insert_suspended_accounts2(self): authors = [] author_screen_names = [] author_guids = [] author_guid_author_screen_name_tuples = self._db.get_missing_authors_tuples( ) author_guid_author_screen_name_tuples = list( author_guid_author_screen_name_tuples) num_of_suspended_accounts = len(author_guid_author_screen_name_tuples) for i, author_guid_author_screen_name_tuple in enumerate( author_guid_author_screen_name_tuples): msg = "\rInserting missing authors to authors table: {0}/{1}".format( i, num_of_suspended_accounts) print(msg, end="") author_guid = author_guid_author_screen_name_tuple[0] author_screen_name = author_guid_author_screen_name_tuple[1] if author_guid is None and author_screen_name is None: continue author = Author() author.author_screen_name = author_screen_name author.name = author_screen_name author_screen_names.append(author_screen_name) if author_guid is None: author_guid = compute_author_guid_by_author_name( author_screen_name) author.author_guid = author_guid author_guids.append(author_guid) author.author_type = u"bad_actor" author.domain = self._domain authors.append(author) self._db.add_authors(authors) with open(self._output_path + "insert_suspended_accounts.csv", 'w') as output_file: writer = csv.writer(output_file) writer.writerow( "Number of suspended_users_added_to_authors_table is: " + str(num_of_suspended_accounts)) author_screen_names_str = ','.join(author_screen_names) writer.writerow("author_screen_names: " + author_screen_names_str) author_guids_str = ','.join(author_guids) writer.writerow("author_guids: " + author_guids_str)
def _json_user_to_db_author_converter(self, user, domain='Instagram_author'): author = Author() author.name = user['username'] author.author_screen_name = author.name author.author_guid = compute_author_guid_by_author_name(author.name) author.domain = domain author.author_type = domain author.author_osn_id = user['id'] author.author_full_name = user['full_name'] author.description = user.setdefault('biography', None) author.url = 'https://www.instagram.com/' + author.author_screen_name author.profile_image_url = user['profile_pic_url'] return author
def commenter_to_author(self, commenter, photo_id): author = Author() author.name = str(commenter['authorname']) author.author_screen_name = str(commenter['path_alias']) author.author_full_name = str(commenter.get('realname', "")) author.url = str(commenter['permalink']) author.domain = str(photo_id) author.created_at = str(commenter["datecreate"]) author.author_osn_id = str(commenter['author']) author.author_guid = compute_author_guid_by_author_name( author.author_osn_id) author.author_type = 'comment' return author
def owner_to_author(self, jsonresponse): author = Author() author.name = str(jsonresponse['photo']['owner']['username']) author.author_full_name = str( jsonresponse['photo']['owner']['realname']) author.domain = str(jsonresponse['photo']['id']) author.created_at = str(jsonresponse['photo']['dates']["posted"]) author.author_osn_id = str(jsonresponse['photo']['owner']['nsid']) author.author_guid = compute_author_guid_by_author_name( author.author_osn_id) author.location = str(jsonresponse['photo']['owner']['location']) author.author_type = 'owner' return author
def _convert_group_to_author(self): """ Method takes given group_id from config.ini and creates Author object for it. """ author = Author() author.name = self.get_group_name() author.author_osn_id = self._group_id author.author_guid = commons.compute_author_guid_by_osn_id( author.author_osn_id) author.domain = self._domain author.author_type = "Group" author.followers_count = self.get_group_number_of_members() author.author_sub_type = self.get_group_level_of_activity() return author
def parse_row(self, row): try: author = Author() author.author_type = self.parse_type(row['Risk']) if author.author_type == -1: return None author.author_full_name = unicode(row['AKA Name']).encode('ascii', 'ignore').decode('ascii') author.location = unicode(row['City'] + ' ' + row['Address']) author.geo_enabled = unicode(row['Location']) author.name=row['DBA Name'] author.created_at = unicode(row['Inspection Date']) return author except: return None
def insert_suspended_accounts(self): authors = [] author_screen_names = [] author_guids = [] missing_author_posts = self._db.get_posts_of_missing_authors() num_of_missing_posts = len(missing_author_posts) for i, missing_author_post in enumerate(missing_author_posts): msg = "\rInserting missing authors to authors table: {0}/{1}".format( i, num_of_missing_posts) print(msg, end="") author = Author() author_screen_name = missing_author_post.author author.author_screen_name = author_screen_name author.name = author_screen_name author_screen_names.append(author_screen_name) author_guid = compute_author_guid_by_author_name( author_screen_name) author.author_guid = author_guid author_guids.append(author_guid) author.author_type = u"bad_actor" author.domain = self._domain authors.append(author) # update the missing guid to post missing_author_post.author_guid = author_guid self._db.add_authors(authors) self._db.addPosts(missing_author_posts) with open(self._output_path + "insert_suspended_accounts.txt", 'w') as output_file: output_file.write( "Number of suspended_users_added_to_authors_table is: " + str(num_of_missing_posts)) output_file.write("\n") author_screen_names_str = ','.join(author_screen_names) output_file.write("author_screen_names: " + author_screen_names_str) output_file.write("\n") author_guids_str = ','.join(author_guids) output_file.write("author_guids: " + author_guids_str)
def _convert_pages_to_authors(self, pages_id_to_name_dict): """ :return:a list of Author objects ready to be added to DB """ authors = [] for page_id in pages_id_to_name_dict: author = Author() author.name = pages_id_to_name_dict[page_id] author.author_osn_id = page_id author.author_guid = commons.compute_author_guid_by_osn_id( author.author_osn_id) author.domain = self._domain author.author_type = "Page" authors.append(author) return authors
def _create_author(self, post, dataset_affiliation): author = Author() author_name = post.author author.name = author_name author.author_screen_name = author_name author_guid = compute_author_guid_by_author_name(author_name) author.author_osn_id = author_guid author.author_guid = author_guid author.domain = self._domain author.author_type = post.post_type author.notifications = dataset_affiliation return author
def parse_row(self, row): try: author = Author() author.author_type = self.parse_type(row['risk_category']) if author.author_type == -1: return None author.author_full_name = unicode(row['business_name']).encode('ascii', 'ignore').decode('ascii') author.name = unicode(author.author_full_name).encode('ascii', 'ignore').decode('ascii') author.location = unicode(row['business_city'] + ' ' + row['business_address']) author.geo_enabled = unicode(row['business_location']) if author.geo_enabled is None or author.geo_enabled == "": return None author.created_at = unicode(row['inspection_date']) return author except: logging.info("error with row:"+ str(row)) return None
def _convert_group_members_to_author(self, users_id_to_name_dict): """ :return: a list of Author objects ready to be added to DB. """ authors = [] for user_id in users_id_to_name_dict: author = Author() name_and_screen_name = users_id_to_name_dict[user_id] author.name = name_and_screen_name[0] author.author_screen_name = name_and_screen_name[1] author.author_osn_id = user_id author.author_guid = commons.compute_author_guid_by_osn_id( author.author_osn_id) author.domain = self._domain author.author_type = "User" authors.append(author) return authors
def setUp(self): self._db = DB() self._db.setUp() self.author_guid = u"author_guid" author = Author() author.author_guid = self.author_guid author.author_full_name = u'author' author.name = u'author_name' author.author_screen_name = u'author_screen_name' author.domain = u'Microblog' author.statuses_count = 10 author.friends_count = 5 author.followers_count = 6 author.favourites_count = 8 author.author_sub_type = u"bot" author.author_type = u"bad" author.created_at = u"2017-06-17 05:00:00" author.default_profile = True author.default_profile_image = True author.verified = True self._db.add_author(author) post = Post() post.author = self.author_guid post.author_guid = self.author_guid post.content = u"content" post.title = u"title" post.domain = u"domain" post.post_id = u"post_id" post.guid = post.post_id post.date = convert_str_to_unicode_datetime("2017-06-14 05:00:00") post.created_at = post.date self._db.addPost(post) self._db.session.commit() self.feature_prefix = u"AccountPropertiesFeatureGenerator_" self.account_properties_feature_generator = AccountPropertiesFeatureGenerator( self._db, **{ 'authors': [author], 'posts': { self.author_guid: [post] } }) self.account_properties_feature_generator.execute()