@ -0,0 +1,330 @@ | |||||
__author__ = 'DarkWeb' | |||||
''' | |||||
Cardingleaks 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 | |||||
from selenium.webdriver.support import expected_conditions as EC | |||||
from selenium.webdriver.support.ui import WebDriverWait | |||||
from PIL import Image | |||||
import urllib.parse as urlparse | |||||
import os, re, time | |||||
import subprocess | |||||
from bs4 import BeautifulSoup | |||||
from Forums.Initialization.prepare_parser import new_parse | |||||
from Forums.Cardingleaks.parser import cardingleaks_links_parser | |||||
from Forums.Utilities.utilities import cleanHTML | |||||
counter = 1 | |||||
baseURL = 'https://cardingleaks.ws/' | |||||
# Opens Tor Browser, crawls the website | |||||
def startCrawling(): | |||||
opentor() | |||||
forumName = getForumName() | |||||
driver = getAccess() | |||||
if driver != 'down': | |||||
try: | |||||
login(driver) | |||||
crawlForum(driver) | |||||
except Exception as e: | |||||
print(driver.current_url, e) | |||||
closetor(driver) | |||||
new_parse(forumName, baseURL, False) | |||||
# Opens Tor Browser | |||||
def opentor(): | |||||
from Forums.Initialization.forums_mining import config | |||||
global pid | |||||
print("Connecting Tor...") | |||||
pro = subprocess.Popen(config.get('TOR', 'firefox_binary_path')) | |||||
pid = pro.pid | |||||
time.sleep(7.5) | |||||
input('Tor Connected. Press ENTER to continue\n') | |||||
return | |||||
# Login using premade account credentials and do login captcha manually | |||||
def login(driver): | |||||
#click login button | |||||
login_link = driver.find_element( | |||||
by=By.XPATH, value='/html/body/div[2]/div[1]/nav/div/div[3]/div[1]/a[1]').\ | |||||
get_attribute('href') | |||||
driver.get(login_link)# open tab with url | |||||
#entering username and password into input boxes | |||||
usernameBox = driver.find_element(by=By.NAME, value='login') | |||||
#Username here | |||||
usernameBox.send_keys('somanyfrogs')#sends string to the username box | |||||
passwordBox = driver.find_element(by=By.NAME, value='password') | |||||
#Password here | |||||
passwordBox.send_keys('therearewaytoomanyherehowwhy')# sends string to passwordBox | |||||
login = driver.find_element(by=By.CLASS_NAME, value='block-container') | |||||
login_link = login.find_element(by=By.TAG_NAME, value='button') | |||||
login_link.click() | |||||
input('input') | |||||
# wait for listing page show up (This Xpath may need to change based on different seed url) | |||||
# wait for 50 sec until id = tab_content is found, then cont | |||||
WebDriverWait(driver, 50).until(EC.visibility_of_element_located( | |||||
(By.CLASS_NAME, 'p-body-pageContent'))) | |||||
# Returns the name of the website | |||||
def getForumName() -> str: | |||||
name = 'Cardingleaks' | |||||
return name | |||||
# Return the link of the website | |||||
def getFixedURL(): | |||||
url = 'https://cardingleaks.ws/' | |||||
return url | |||||
# Closes Tor Browser | |||||
def closetor(driver): | |||||
# global pid | |||||
# os.system("taskkill /pid " + str(pro.pid)) | |||||
# os.system("taskkill /t /f /im tor.exe") | |||||
print('Closing Tor...') | |||||
driver.close() #close tab | |||||
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) | |||||
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) | |||||
return driver | |||||
def getAccess(): | |||||
url = getFixedURL() | |||||
driver = createFFDriver() | |||||
try: | |||||
driver.get(url) | |||||
return driver | |||||
except: | |||||
driver.close() | |||||
return 'down' | |||||
# Saves the crawled html page | |||||
def savePage(page, url): | |||||
cleanPage = cleanHTML(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 | |||||
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 | |||||
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 | |||||
def getInterestedLinks(): | |||||
links = [] | |||||
# # carding methods | |||||
links.append('https://cardingleaks.ws/forums/carding-methods.82/') | |||||
# # carding schools | |||||
# links.append('https://cardingleaks.ws/forums/help-desk-carding-school.35/') | |||||
# # carding discussion | |||||
# links.append('https://cardingleaks.ws/forums/carding-discussion-desk.58/') | |||||
# # carding tutorials | |||||
# links.append('https://cardingleaks.ws/forums/carding-tutorials.13/') | |||||
# # carding tools and software | |||||
# links.append('https://cardingleaks.ws/forums/carding-tools-softwares.10/') | |||||
# # exploits and cracking tools | |||||
# links.append('https://cardingleaks.ws/forums/exploits-cracking-tools.22/') | |||||
return links | |||||
def crawlForum(driver): | |||||
print("Crawling the Cardingleaks forum") | |||||
linksToCrawl = getInterestedLinks() | |||||
visited = set(linksToCrawl) | |||||
initialTime = time.time() | |||||
i = 0 | |||||
count = 0 | |||||
while i < len(linksToCrawl): | |||||
link = linksToCrawl[i] | |||||
print('Crawling :', link) | |||||
try: | |||||
try: | |||||
driver.get(link) | |||||
except: | |||||
driver.refresh() | |||||
html = driver.page_source | |||||
savePage(html, link) | |||||
has_next_page = True | |||||
while has_next_page: | |||||
list = topicPages(html) | |||||
for item in list: | |||||
itemURL = urlparse.urljoin(baseURL, str(item)) | |||||
try: | |||||
driver.get(itemURL) | |||||
except: | |||||
driver.refresh() | |||||
savePage(driver.page_source, item) | |||||
driver.back() | |||||
#variable to check if there is a next page for the topic | |||||
has_next_topic_page = True | |||||
counter = 1 | |||||
# check if there is a next page for the topics | |||||
while has_next_topic_page: | |||||
# try to access next page of th topic | |||||
itemURL = urlparse.urljoin(baseURL, str(item)) | |||||
try: | |||||
driver.get(itemURL) | |||||
except: | |||||
driver.refresh() | |||||
savePage(driver.page_source, item) | |||||
# if there is a next page then go and save.... | |||||
# Spec | |||||
try: | |||||
# temp = driver.find_element(By.XPATH, '/html/body/div[2]/div[4]/div/div[5]/div[2]/div/div[1]/div[1]/div/nav/div[1]') # /html/body/div/div[2]/div/div[2]/div/ | |||||
item = driver.find_element(by=By.LINK_TEXT, value='Next').get_attribute('href') #/html/body/div/div[2]/div/div[2]/div | |||||
if item == "": | |||||
raise NoSuchElementException | |||||
else: | |||||
counter += 1 | |||||
except NoSuchElementException: | |||||
has_next_topic_page = False | |||||
# end of loop | |||||
for i in range(counter): | |||||
driver.back() | |||||
# comment out | |||||
break | |||||
# comment out | |||||
if count == 1: | |||||
count = 0 | |||||
break | |||||
try: | |||||
# temp = driver.find_element(by=By.XPATH, value = '/html/body/div[2]/div[4]/div/div[5]/div[2]/div/div/div[1]/div/nav/div[1]') | |||||
link = driver.find_element(by=By.LINK_TEXT, value='Next').get_attribute('href') | |||||
if link == "": | |||||
raise NoSuchElementException | |||||
try: | |||||
driver.get(link) | |||||
except: | |||||
driver.refresh() | |||||
html = driver.page_source | |||||
savePage(html, link) | |||||
count += 1 | |||||
except NoSuchElementException: | |||||
has_next_page = False | |||||
except Exception as e: | |||||
print(link, e) | |||||
i += 1 | |||||
# finalTime = time.time() | |||||
# print finalTime - initialTime | |||||
input("Crawling Cardingleaks forum done successfully. Press ENTER to continue\n") | |||||
# Returns 'True' if the link is Topic link, may need to change for every website | |||||
def isDescriptionLink(url): | |||||
if 'threads' in url: | |||||
return True | |||||
return False | |||||
# Returns True if the link is a listingPage link, may need to change for every website | |||||
def isListingLink(url): | |||||
if 'forums' in url: | |||||
return True | |||||
return False | |||||
# calling the parser to define the links | |||||
def topicPages(html): | |||||
soup = BeautifulSoup(html, "html.parser") | |||||
return cardingleaks_links_parser(soup) | |||||
def crawler(): | |||||
startCrawling() | |||||
# print("Crawling and Parsing BestCardingWorld .... DONE!") |
@ -0,0 +1,247 @@ | |||||
__author__ = 'DarkWeb' | |||||
# Here, we are importing the auxiliary functions to clean or convert data | |||||
from Forums.Utilities.utilities import * | |||||
from datetime import date | |||||
from datetime import timedelta | |||||
import re | |||||
# 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) | |||||
def cryptBB_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 user'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 vendor (this was found in just one Forum and with a number format) | |||||
addDate = [] # 8 all dates of each post | |||||
# Finding the topic (should be just one coming from the Listing Page) | |||||
li = soup.find("td", {"class": "thead"}).find('strong') | |||||
topic = li.text | |||||
topic = re.sub("\[\w*\]", '', topic) | |||||
topic = topic.replace(",","") | |||||
topic = topic.replace("\n","") | |||||
topic = cleanString(topic.strip()) | |||||
# Finding the repeated tag that corresponds to the listing of posts | |||||
# try: | |||||
posts = soup.find('table', {"class": "tborder tfixed clear"}).find('td', {"id": "posts_container"}).find_all( | |||||
'div', {"class": "post"}) | |||||
# 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('span', {"class": "largetext"}) | |||||
# Finding the author (user) of the post | |||||
author = post_wrapper.text.strip() | |||||
user.append(cleanString(author)) # Remember to clean the problematic characters | |||||
# Finding the status of the author | |||||
smalltext = ipost.find('div', {"class": "post_author"}) | |||||
''' | |||||
# Testing here two possibilities to find this status and combine them | |||||
if ipost.find('div', {"class": "deleted_post_author"}): | |||||
status.append(-1) | |||||
interest.append(-1) | |||||
reputation.append(-1) | |||||
addDate.append(-1) | |||||
post.append("THIS POST HAS BEEN REMOVED!") | |||||
sign.append(-1) | |||||
feedback.append(-1) | |||||
continue | |||||
''' | |||||
# CryptBB does have membergroup and postgroup | |||||
membergroup = smalltext.find('div', {"class": "profile-rank"}) | |||||
postgroup = smalltext.find('div', {"class": "postgroup"}) | |||||
if membergroup != None: | |||||
membergroup = membergroup.text.strip() | |||||
if postgroup != None: | |||||
postgroup = postgroup.text.strip() | |||||
membergroup = membergroup + " - " + postgroup | |||||
else: | |||||
if postgroup != None: | |||||
membergroup = postgroup.text.strip() | |||||
else: | |||||
membergroup = "-1" | |||||
status.append(cleanString(membergroup)) | |||||
# Finding the interest of the author | |||||
# CryptBB does not have blurb | |||||
blurb = smalltext.find('li', {"class": "blurb"}) | |||||
if blurb != None: | |||||
blurb = blurb.text.strip() | |||||
else: | |||||
blurb = "-1" | |||||
interest.append(cleanString(blurb)) | |||||
# Finding the reputation of the user | |||||
# CryptBB does have reputation | |||||
author_stats = smalltext.find('div', {"class": "author_statistics"}) | |||||
karma = author_stats.find('strong') | |||||
if karma != None: | |||||
karma = karma.text | |||||
karma = karma.replace("Community Rating: ", "") | |||||
karma = karma.replace("Karma: ", "") | |||||
karma = karma.strip() | |||||
else: | |||||
karma = "-1" | |||||
reputation.append(cleanString(karma)) | |||||
# Getting here another good tag to find the post date, post content and users' signature | |||||
postarea = ipost.find('div', {"class": "post_content"}) | |||||
dt = postarea.find('span', {"class": "post_date"}).text | |||||
# dt = dt.strip().split() | |||||
dt = dt.strip() | |||||
day=date.today() | |||||
if "Yesterday" in dt: | |||||
yesterday = day - timedelta(days=1) | |||||
yesterday = yesterday.strftime('%m-%d-%Y') | |||||
stime = dt.replace('Yesterday,','').strip() | |||||
date_time_obj = yesterday+ ', '+stime | |||||
date_time_obj = datetime.strptime(date_time_obj,'%m-%d-%Y, %I:%M %p') | |||||
elif "hours ago" in dt: | |||||
day = day.strftime('%m-%d-%Y') | |||||
date_time_obj = postarea.find('span', {"class": "post_date"}).find('span')['title'] | |||||
date_time_obj = datetime.strptime(date_time_obj, '%m-%d-%Y, %I:%M %p') | |||||
else: | |||||
date_time_obj = datetime.strptime(dt, '%m-%d-%Y, %I:%M %p') | |||||
stime = date_time_obj.strftime('%b %d, %Y') | |||||
sdate = date_time_obj.strftime('%I:%M %p') | |||||
addDate.append(date_time_obj) | |||||
# Finding the post | |||||
inner = postarea.find('div', {"class": "post_body scaleimages"}) | |||||
inner = inner.text.strip() | |||||
post.append(cleanString(inner)) | |||||
# Finding the user's signature | |||||
# signature = ipost.find('div', {"class": "post_wrapper"}).find('div', {"class": "moderatorbar"}).find('div', {"class": "signature"}) | |||||
signature = ipost.find('div', {"class": "signature scaleimages"}) | |||||
if signature != None: | |||||
signature = signature.text.strip() | |||||
# print(signature) | |||||
else: | |||||
signature = "-1" | |||||
sign.append(cleanString(signature)) | |||||
# As no information about user's feedback was found, just assign "-1" to the variable | |||||
feedback.append("-1") | |||||
# Populate the final variable (this should be a list with all fields scraped) | |||||
row = (topic, user, status, reputation, interest, sign, post, feedback, addDate) | |||||
# Sending the results | |||||
return row | |||||
# This is the method to parse the Listing Pages (one page with many posts) | |||||
def cryptBB_listing_parser(soup): | |||||
nm = 0 # *this variable should receive the number of topics | |||||
forum = "OnniForums" # 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) | |||||
# Finding the board (should be just one) | |||||
board = soup.find('span', {"class": "active"}).text | |||||
board = cleanString(board.strip()) | |||||
# Finding the repeated tag that corresponds to the listing of topics | |||||
itopics = soup.find_all('tr',{"class": "inline_row"}) | |||||
for itopic in itopics: | |||||
# For each topic found, the structure to get the rest of the information can be of two types. Testing all of them | |||||
# to don't miss any topic | |||||
# Adding the topic to the topic list | |||||
try: | |||||
topics = itopic.find('span', {"class": "subject_old"}).find('a').text | |||||
except: | |||||
topics = itopic.find('span', {"class": "subject_new"}).find('a').text | |||||
topics = re.sub("\[\w*\]", '', topics) | |||||
topic.append(cleanString(topics)) | |||||
# Counting how many topics we have found so far | |||||
nm = len(topic) | |||||
# Adding the url to the list of urls | |||||
try: | |||||
link = itopic.find('span', {"class": "subject_old"}).find('a').get('href') | |||||
except: | |||||
link = itopic.find('span',{"class": "subject_new"}).find('a').get('href') | |||||
href.append(link) | |||||
# Finding the author of the topic | |||||
ps = itopic.find('div', {"class":"author smalltext"}).find('a').text | |||||
user = ps.strip() | |||||
author.append(cleanString(user)) | |||||
# Finding the number of replies | |||||
columns = itopic.findChildren('td',recursive=False) | |||||
replies = columns[3].text | |||||
posts.append(cleanString(replies)) | |||||
# Finding the number of Views | |||||
tview = columns[4].text | |||||
views.append(cleanString(tview)) | |||||
# If no information about when the topic was added, just assign "-1" to the variable | |||||
addDate.append("-1") | |||||
return organizeTopics(forum, nm, board, author, topic, views, posts, href, addDate) | |||||
def cardingleaks_links_parser(soup): | |||||
# Returning all links that should be visited by the Crawler | |||||
href = [] | |||||
listing = soup.find_all('div', {"class": "structItem-title"}) | |||||
for a in listing: | |||||
link = a.find('a').get('href') | |||||
href.append(link) | |||||
return href |