__author__ = 'DarkWeb' import re # Here, we are importing the auxiliary functions to clean or convert data from Forums.Utilities.utilities import * # Here, we are importing BeautifulSoup to search through the HTML tree from bs4 import BeautifulSoup # This is the method to parse the Description Pages (one page to each topic in the Listing Pages) #parses description pages, so takes html pages of description pages using soup object, and parses it for info it needs #stores info it needs in different lists, these lists are returned after being organized #@param: soup object looking at html page of description page #return: 'row' that contains a variety of lists that each hold info on the description page def darknetarmy_description_parser(soup): # Fields to be parsed topic = "-1" # 0 topic name user = [] # 1 all users of each post status = [] # 2 all user's authority in each post such as (adm, member, dangerous) reputation = [] # 3 all users's karma in each post (usually found as a number) interest = [] # 4 all user's interest in each post sign = [] # 5 all user's signature in each post (usually a standard message after the content of the post) post = [] # 6 all messages of each post feedback = [] # 7 all feedbacks of each user (this was found in just one Forum and with a number format) addDate = [] # 8 all dated of each post image_user = [] # 9 all user avatars of each post image_post = [] # 10 all first images of each post # Finding the topic (should be just one coming from the Listing Page) topic = soup.find("h1", {"class": "p-title-value"}) topic = topic.text topic = topic.replace(",", "") topic = topic.replace("\n", "") topic = cleanString(topic.strip()) # Finding the repeated tag that corresponds to the listing of posts # posts = soup.find("form", {"name": "quickModForm"}).findAll('div', {"class": "windowbg"}) + \ # soup.find("form", {"name": "quickModForm"}).findAll('div', {"class": "windowbg2"}) posts = soup.findAll('article', class_=re.compile("message message--post js-post js-inlineModContainer.*")) # For each message (post), get all the fields we are interested to: for ipost in posts: # Finding a first level of the HTML page #post_wrapper = ipost.find('div', {"class": "post_wrapper"}).find('div', {"class": "poster"}) post_wrapper = ipost.find('div', {"class": "message-inner"}) # Finding the author (user) of the post # users author = post_wrapper.find('div', {'class': 'message-userName'}).find('h4').text user.append(cleanString(author)) # Remember to clean the problematic characters # Finding the status of the author try: membergroup = post_wrapper.find('h5', {'class': 'userTitle message-userTitle'}).text except: membergroup = '-1' status.append(cleanString(membergroup)) # reputation temp = post_wrapper.find('div', {'class': 'message-userExtras'}).find_all('dl') rep = temp[2].find('dd').text if 'K' or 'k' in rep: rep = rep.replace('K', '000').replace('k', '000') reputation.append(rep) # na interest.append('-1') sign.append('-1') feedback.append('-1') image_post.append('-1') try: message = post_wrapper.find('article', {'class': 'message-body js-selectToQuote'}).text message = cleanString(message.strip()) except: message = post_wrapper.find('div', {'content': 'message-content js-messageContent'}).text message = cleanString(message.strip()) post.append(message) time = post_wrapper.find('ul', class_ = re.compile(r'message-attribution-main listInline.*')).find('time').text if ',' in time: time = time.replace(',', '') if 'today' in time: today = datetime.today() time = today elif 'at' or 'AM' or 'PM' in time: today = datetime.today() start_of_week = today - timedelta(days=(today.weekday() + 1) % 7) days_mapping = { 'Sunday': start_of_week, 'Monday': start_of_week + timedelta(days=1), 'Tuesday': start_of_week + timedelta(days=2), 'Wednesday': start_of_week + timedelta(days=3), 'Thursday': start_of_week + timedelta(days=4), 'Friday': start_of_week + timedelta(days=5), 'Saturday': start_of_week + timedelta(days=6), } for day, date in days_mapping.items(): if day in time: time = date.strftime('%Y-%m-%d') break addDate.append(time) try: image = post_wrapper.find('div', {'class': 'message-avatar '}).find('img').get('src').split('base64,')[-1] except: image = '-1' image_user.append(image) # Populate the final variable (this should be a list with all fields scraped) row = (topic, user, status, reputation, interest, sign, post, feedback, addDate, image_user, image_post) # Sending the results return row # This is the method to parse the Listing Pages (one page with many posts) #parses listing pages, so takes html pages of listing pages using soup object, and parses it for info it needs #stores info it needs in different lists, these lists are returned after being organized #@param: soup object looking at html page of listing page #return: 'row' that contains a variety of lists that each hold info on the listing page def darknetarmy_listing_parser(soup): nm = 0 # *this variable should receive the number of topics forum = "DarkNetArmy" # 0 *forum name board = "-1" # 1 *board name (the previous level of the topic in the Forum categorization tree. # For instance: Security/Malware/Tools to hack Facebook. The board here should be Malware) author = [] # 2 *all authors of each topic topic = [] # 3 *all topics views = [] # 4 number of views of each topic posts = [] # 5 number of posts of each topic href = [] # 6 this variable should receive all cleaned urls (we will use this to do the marge between # Listing and Description pages) addDate = [] # 7 when the topic was created (difficult to find) image_author = [] # 8 all author avatars used in each topic # Finding the board (should be just one) board = soup.find('h1', {"class": "p-title-value"}).text board = board.replace(u"\xbb", "") board = cleanString(board.strip()) # Finding the repeated tag that corresponds to the listing of topics itopics = soup.find('div', {"class": "structItemContainer-group js-threadList"}).find_all('div', class_=re.compile( r'^structItem structItem--thread js-inlineModContainer js-threadListItem.*')) nm = len(itopics) index = 0 for itopic in itopics: # authors a = itopic.find('ul', {"class": "structItem-parts"}).find('li').text a = cleanString(a.strip()) author.append(a) # topic top = itopic.find('div', {"class": 'structItem-title'}).text top = cleanString(top.strip()) topic.append(top) # href ref = itopic.find('div', {"class": 'structItem-title'}).find('a').get('href') href.append(ref) # image try: image = itopic.find('div', {"class": 'structItem-iconContainer'}).find('img').get('src').split('base64,')[ -1] except: image = '-1' image_author.append(image) # add date try: time = soup.find('li', {"class": 'structItem-startDate'}).find('time').text if ',' in time: time = time.replace(',', '') time = time.strip() if 'today' in time: today = datetime.today() time = today elif 'at' or 'AM' or 'PM' in time: today = datetime.today() start_of_week = today - timedelta(days=(today.weekday() + 1) % 7) days_mapping = { 'Sunday': start_of_week, 'Monday': start_of_week + timedelta(days=1), 'Tuesday': start_of_week + timedelta(days=2), 'Wednesday': start_of_week + timedelta(days=3), 'Thursday': start_of_week + timedelta(days=4), 'Friday': start_of_week + timedelta(days=5), 'Saturday': start_of_week + timedelta(days=6), } for day, date in days_mapping.items(): if day in time: time = date.strftime('%Y-%m-%d') break addDate.append(time) except: addDate.append('-1') try: temp = itopic.find('div', class_=re.compile(r'^structItem-cell structItem-cell--meta.*')).find_all('dl') try: reply = temp[0].find('dd').text reply = cleanString(reply.strip()) if 'K' or 'k' in reply: reply = reply.replace('K', '000').replace('k', '000') except: reply = '-1' posts.append(reply) # views try: view = temp[1].find('dd').text view = cleanString(view.strip()) if 'K' or 'k' in view: view = view.replace('K', '000').replace('k', '000') except: view = '-1' views.append(view) except: reply = '-1' posts.append(reply) view = '-1' views.append(view) return organizeTopics(forum, nm, board, author, topic, views, posts, href, addDate, image_author) #called by the crawler to get description links on a listing page #@param: beautifulsoup object that is using the correct html page (listing page) #return: list of description links from a listing page def darknetarmy_links_parser(soup): # Returning all links that should be visited by the Crawler href = [] listing = soup.find('div', {"class": "block-container block-container--nodes"}).findAll('div', { "class": "structItem-title"}) for a in listing: bae = a.find('a', href=True) link = bae['href'] href.append(link) return href