diff --git a/Forums/DarkNetArmy/crawler_selenium.py b/Forums/DarkNetArmy/crawler_selenium.py new file mode 100644 index 0000000..c3c8b55 --- /dev/null +++ b/Forums/DarkNetArmy/crawler_selenium.py @@ -0,0 +1,282 @@ +__author__ = 'DarkWeb' + +''' +DarkNetArmy Forum Crawler (Selenium) +''' + +from selenium import webdriver +from selenium.common.exceptions import NoSuchElementException +from selenium.webdriver.firefox.firefox_profile import FirefoxProfile +from selenium.webdriver.firefox.firefox_binary import FirefoxBinary +from selenium.webdriver.firefox.service import Service +from selenium.webdriver.common.by import By + +import urllib.parse as urlparse +import os, time +from datetime import date +import subprocess +from bs4 import BeautifulSoup +from Forums.Initialization.prepare_parser import new_parse +from Forums.DarkNetArmy.parser import darknetarmy_links_parser +from Forums.Utilities.utilities import cleanHTML + +counter = 1 +baseURL = 'http://darknet77vonbqeatfsnawm5jtnoci5z22mxay6cizmoucgmz52mwyad.onion/' + + +# Opens Tor Browser, crawls the website, then parses, then closes tor +#acts like the main method for the crawler, another function at the end of this code calls this function later +def startCrawling(): + forumName = getForumName() + # driver = getAccess() + # + # if driver != 'down': + # try: + # crawlForum(driver) + # except Exception as e: + # print(driver.current_url, e) + # closeDriver(driver) + + new_parse(forumName, baseURL, True) + + +# Returns the name of the website +#return: name of site in string type +def getForumName(): + name = 'DarkNetArmy' + return name + + +# Return the base link of the website +#return: url of base site in string type +def getFixedURL(): + url = 'http://darknet77vonbqeatfsnawm5jtnoci5z22mxay6cizmoucgmz52mwyad.onion/' + return url + + +# Closes Tor Browser +#@param: current selenium driver +def closeDriver(driver): + # global pid + # os.system("taskkill /pid " + str(pro.pid)) + # os.system("taskkill /t /f /im tor.exe") + print('Closing Tor...') + driver.close() + time.sleep(3) + return + + +# Creates FireFox 'driver' and configure its 'Profile' +# to use Tor proxy and socket +def createFFDriver(): + from Forums.Initialization.forums_mining import config + + ff_binary = FirefoxBinary(config.get('TOR', 'firefox_binary_path')) + + ff_prof = FirefoxProfile(config.get('TOR', 'firefox_profile_path')) + ff_prof.set_preference("places.history.enabled", False) + ff_prof.set_preference("privacy.clearOnShutdown.offlineApps", True) + ff_prof.set_preference("privacy.clearOnShutdown.passwords", True) + ff_prof.set_preference("privacy.clearOnShutdown.siteSettings", True) + ff_prof.set_preference("privacy.sanitize.sanitizeOnShutdown", True) + ff_prof.set_preference("signon.rememberSignons", False) + ff_prof.set_preference("network.cookie.lifetimePolicy", 2) + ff_prof.set_preference("network.dns.disablePrefetch", True)#might need to turn off + ff_prof.set_preference("network.http.sendRefererHeader", 0) + ff_prof.set_preference("permissions.default.image", 3) + ff_prof.set_preference("browser.download.folderList", 2) + ff_prof.set_preference("browser.download.manager.showWhenStarting", False) + ff_prof.set_preference("browser.helperApps.neverAsk.saveToDisk", "text/plain") + ff_prof.set_preference('network.proxy.type', 1) + ff_prof.set_preference("network.proxy.socks_version", 5) + ff_prof.set_preference('network.proxy.socks', '127.0.0.1') + ff_prof.set_preference('network.proxy.socks_port', 9150) + ff_prof.set_preference('network.proxy.socks_remote_dns', True) + ff_prof.set_preference("javascript.enabled", True) + ff_prof.update_preferences() + + service = Service(config.get('TOR', 'geckodriver_path')) + + driver = webdriver.Firefox(firefox_binary=ff_binary, firefox_profile=ff_prof, service=service) + + driver.maximize_window() + + return driver + + +#the driver 'gets' the url, attempting to get on the site, if it can't access return 'down' +#return: return the selenium driver or string 'down' +def getAccess(): + url = getFixedURL() + driver = createFFDriver() + try: + driver.get(url) + return driver + except: + driver.close() + return 'down' + + +# Saves the crawled html page, makes the directory path for html pages if not made +def savePage(driver, page, url): + cleanPage = cleanHTML(driver, page) + filePath = getFullPathName(url) + os.makedirs(os.path.dirname(filePath), exist_ok=True) + open(filePath, 'wb').write(cleanPage.encode('utf-8')) + return + + +# Gets the full path of the page to be saved along with its appropriate file name +#@param: raw url as crawler crawls through every site +def getFullPathName(url): + from Forums.Initialization.forums_mining import config, CURRENT_DATE + + mainDir = os.path.join(config.get('Project', 'shared_folder'), "Forums/" + getForumName() + "/HTML_Pages") + fileName = getNameFromURL(url) + if isDescriptionLink(url): + fullPath = os.path.join(mainDir, CURRENT_DATE + r'\\Description\\' + fileName + '.html') + else: + fullPath = os.path.join(mainDir, CURRENT_DATE + r'\\Listing\\' + fileName + '.html') + return fullPath + + +# Creates the file name from passed URL, gives distinct name if can't be made unique after cleaned +#@param: raw url as crawler crawls through every site +def getNameFromURL(url): + global counter + name = ''.join(e for e in url if e.isalnum()) + if (name == ''): + name = str(counter) + counter = counter + 1 + return name + + +# returns list of urls, here is where you can list the different urls of interest, the crawler runs through this list +#in this example, there are a couple of categories some threads fall under such as +#exploits, malware, and hacking tutorials +def getInterestedLinks(): + links = [] + + # rats, malware, ransomware + links.append('http://darknet77vonbqeatfsnawm5jtnoci5z22mxay6cizmoucgmz52mwyad.onion/forums/rats-malwares-key-loggers-ransomware-tools.24/') + # hacking tutorials + links.append('http://darknet77vonbqeatfsnawm5jtnoci5z22mxay6cizmoucgmz52mwyad.onion/forums/hacking-cracking-tutorials-courses-methods.45/') + # # hacking + # links.append('http://darknet77vonbqeatfsnawm5jtnoci5z22mxay6cizmoucgmz52mwyad.onion/forums/hacking-cracking-tools-apps.21/') + return links + + +# gets links of interest to crawl through, iterates through list, where each link is clicked and crawled through +#topic and description pages are crawled through here, where both types of pages are saved +#@param: selenium driver +def crawlForum(driver): + print("Crawling the BestCardingWorld forum") + + linksToCrawl = getInterestedLinks() + + i = 0 + while i < len(linksToCrawl): + link = linksToCrawl[i] + print('Crawling :', link) + try: + has_next_page = True + count = 0 + + while has_next_page: + try: + driver.get(link) + except: + driver.refresh() + html = driver.page_source + savePage(driver, html, link) + + topics = topicPages(html) + for topic in topics: + has_next_topic_page = True + counter = 1 + page = topic + + while has_next_topic_page: + itemURL = urlparse.urljoin(baseURL, str(page)) + try: + driver.get(itemURL) + except: + driver.refresh() + + if isListingLink(driver.current_url): + break + + savePage(driver, driver.page_source, topic + f"page{counter}") # very important + + # comment out + # if counter == 2: + # break + + try: + page = link = driver.find_element(by=By.XPATH, value='//a[contains(text(), "Next")]').get_attribute('href') + if page == "": + raise NoSuchElementException + counter += 1 + + except NoSuchElementException: + has_next_topic_page = False + + # making sure we go back to the listing page (browser back button simulation) + try: + driver.get(link) + except: + driver.refresh() + + # comment out + # break + + # comment out + # if count == 1: + # break + + try: + link = driver.find_element(by=By.XPATH, value='//a[contains(text(), "Next")]').get_attribute('href') + if link == "": + raise NoSuchElementException + count += 1 + + except NoSuchElementException: + has_next_page = False + + except Exception as e: + print(link, e) + i += 1 + + print("Crawling the DarkNetArmy forum done.") + + +# Returns 'True' if the link is a description link +#@param: url of any url crawled +#return: true if is a description page, false if not +def isDescriptionLink(url): + if 'threads' in url: + return True + return False + + +# Returns True if the link is a listingPage link +#@param: url of any url crawled +#return: true if is a Listing page, false if not +def isListingLink(url): + if 'forums' in url: + return True + return False + + +# calling the parser to define the links, the html is the url of a link from the list of interested link list +#@param: link from interested link list +#return: list of description links that should be crawled through +def topicPages(html): + soup = BeautifulSoup(html, "html.parser") + #print(soup.find('div', {"class": "forumbg"}).find('ul', {"class": "topiclist topics"}).find('li', {"class": "row bg1"}).find('a', {"class": "topictitle"}, href=True)) + return darknetarmy_links_parser(soup) + + +def crawler(): + startCrawling() + # print("Crawling and Parsing BestCardingWorld .... DONE!") diff --git a/Forums/DarkNetArmy/parser.py b/Forums/DarkNetArmy/parser.py new file mode 100644 index 0000000..337685c --- /dev/null +++ b/Forums/DarkNetArmy/parser.py @@ -0,0 +1,262 @@ +__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