@ -0,0 +1,289 @@ | |||
__author__ = 'DarkWeb' | |||
''' | |||
Incogsnoo 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.Incogsnoo.parser import incogsnoo_links_parser | |||
from Forums.Utilities.utilities import cleanHTML | |||
counter = 1 | |||
baseURL = 'http://tedditfyn6idalzso5wam5qd3kdtxoljjhbrbbx34q2xkcisvshuytad.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 = 'Incogsnoo' | |||
return name | |||
# Return the base link of the website | |||
#return: url of base site in string type | |||
def getFixedURL(): | |||
url = 'http://tedditfyn6idalzso5wam5qd3kdtxoljjhbrbbx34q2xkcisvshuytad.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 = [] | |||
# Malware | |||
links.append('http://tedditfyn6idalzso5wam5qd3kdtxoljjhbrbbx34q2xkcisvshuytad.onion/r/Malware') | |||
# | |||
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 Incogsnoo forum") | |||
# edge cases: | |||
# 1. if a comment thread goes too deep, need to click "continue this thread" to show more replies | |||
# 2. the site will sometimes rate limit you and not show the contents. | |||
# right now, there is no detection mechanism and it won't throw any errors | |||
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: | |||
# incogsnoo doesn't have next button to load more pages of the description | |||
link_tag = driver.find_element(by=By.XPATH, value="/html/body/div[2]/div[last()]/a[contains(text(),'next')]") | |||
link = link_tag.get_attribute("href") | |||
if link == "": | |||
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_tag = driver.find_element(by=By.XPATH, value="/html/body/div[2]/div[last()]/a[contains(text(),'next')]") | |||
link = link_tag.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 Incogsnoo 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 'comments' 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 isDescriptionLink(url): | |||
return False | |||
return True | |||
# 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 incogsnoo_links_parser(soup) | |||
def crawler(): | |||
startCrawling() | |||
# print("Crawling and Parsing BestCardingWorld .... DONE!") |
@ -0,0 +1,271 @@ | |||
__author__ = 'DarkWeb' | |||
# 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 incogsnoo_description_parser(soup): | |||
# Fields to be parsed | |||
topic = "-1" # 0 topic name ***$ | |||
user = [] # 1 all users of each post ***$ author | |||
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) ??? ups | |||
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 ***$ created | |||
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("div", {"class": "title"}).find("h2").text | |||
topic = topic.replace('"', '') | |||
topic = cleanString(topic.strip()) | |||
# the first post's html is separated from all subsequent comments/replies/posts to the first post | |||
# so parse the first post by itself first | |||
# Finding body of first post | |||
post_text = soup.find("div", {"class": "md"}) | |||
if post_text: | |||
post_text = post_text.text.strip() | |||
post.append(cleanString(post_text)) | |||
else: # some posts just links to other sites/articles/videos and have no text by itself | |||
post_link = soup.find("div", {"class": "title"}).find("a").get("href") | |||
post_link = cleanLink(post_link) | |||
post.append(post_link) | |||
# User | |||
p_tag = soup.find("p", {"class": "submitted"}) | |||
author = p_tag.find("a") | |||
if author: | |||
author = author.text.strip() | |||
elif "[deleted]" in p_tag.text: | |||
author = "deleted" | |||
else: | |||
author = "-1" | |||
user.append(cleanString(author)) | |||
# Finding the status of the author | |||
status.append("-1") | |||
# Finding the reputation of the user | |||
reputation.append("-1") | |||
# Finding the interest of the author | |||
interest.append("-1") | |||
# Finding signature | |||
sign.append("-1") | |||
# Finding feedback | |||
upvote = soup.find("div", {"class": "score"}).find("span") | |||
if upvote: | |||
upvote = upvote.text.strip() | |||
else: | |||
upvote = "-1" | |||
feedback.append(cleanString(upvote)) | |||
# Finding the date of the post - e.g. "Fri, 18 December 2023 05:49:20 GMT" | |||
dt = soup.find("p", {"class": "submitted"}).find("span")["title"] | |||
# Convert to datetime object - e.g. 2023-12-18 05:49:20 | |||
date_time_obj = datetime.strptime(dt, '%a, %d %b %Y %H:%M:%S %Z') | |||
sdate = date_time_obj.strftime('%m %d %Y') | |||
stime = date_time_obj.strftime('%I:%M %p') | |||
date = convertDate(sdate, "english", datetime.now()) + " " + stime | |||
# e.g. "12/18/2023 05:49 AM" | |||
addDate.append(date) | |||
image_user.append("-1") | |||
image_post.append("-1") | |||
posts = soup.find("div", {"class": "comments"}).findAll("details") | |||
# For each message (post), get all the fields we are interested to: | |||
for ipost in posts: | |||
# Finding user | |||
p_tag = ipost.find("p", {"class": "author"}) | |||
author = p_tag.find("a") | |||
if author: | |||
author = author.text.strip() | |||
elif "[deleted]" in p_tag.text: | |||
author = "deleted" | |||
else: | |||
author = "-1" | |||
user.append(cleanString(author)) | |||
# Finding the status of the author | |||
status.append("-1") | |||
# Finding the reputation of the user | |||
reputation.append("-1") | |||
# Finding the interest of the author | |||
interest.append("-1") | |||
# Finding signature | |||
sign.append("-1") | |||
# Finding the post | |||
comment = ipost.find("div", {"class": "md"}) | |||
if comment: | |||
comment = comment.text.strip() | |||
else: | |||
comment = "-1" | |||
post.append(cleanString(comment)) | |||
# Finding feedback | |||
upvote = ipost.find("p", {"class": "ups"}) | |||
if upvote: | |||
upvote = upvote.text.strip().split()[0] | |||
else: | |||
upvote = "-1" | |||
feedback.append(cleanString(upvote)) | |||
# Finding the date of the post - e.g. "Fri, 18 December 2023 05:49:20 GMT" | |||
dt = ipost.find("p", {"class": "created"})["title"] | |||
# Convert to datetime object - e.g. 2023-12-18 05:49:20 | |||
date_time_obj = datetime.strptime(dt, '%a, %d %b %Y %H:%M:%S %Z') | |||
sdate = date_time_obj.strftime('%m %d %Y') | |||
stime = date_time_obj.strftime('%I:%M %p') | |||
date = convertDate(sdate, "english", datetime.now()) + " " + stime | |||
# e.g. "12/18/2023 05:49 AM" | |||
addDate.append(date) | |||
image_user.append("-1") | |||
image_post.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, 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 incogsnoo_listing_parser(soup): | |||
nm = 0 # *this variable should receive the number of topics | |||
forum = "Incogsnoo" # 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("a", {"class": "subreddit"}).find("h2") | |||
board = cleanString(board.text.strip()) | |||
# Finding the repeated tag that corresponds to the listing of topics | |||
itopics = soup.find("div", {"id": "links", "class": "sr"}).findAll("div", {"class": "link"}) | |||
itopics.pop() | |||
# Counting how many topics we have found so far | |||
nm = len(itopics) | |||
index = 0 | |||
for itopic in itopics: | |||
# Finding the author of the topic | |||
p_tag = itopic.find("p", {"class": "submitted"}) | |||
user = p_tag.find("a") | |||
if user: | |||
user = user.text.strip() | |||
elif "[deleted]" in p_tag.text: | |||
user = "deleted" | |||
else: | |||
user = "-1" | |||
author.append(cleanString(user)) | |||
# Adding the topic to the topic list | |||
topic_title = itopic.find("div", {"class": "title"}).find("h2").text | |||
topic.append(cleanString(topic_title)) | |||
# Finding the number of Views | |||
views.append("-1") | |||
# Finding the number of posts | |||
comments = itopic.find("a", {"class": "comments"}).text | |||
number_comments = comments.split()[0] | |||
posts.append(cleanString(number_comments)) | |||
# Adding the url to the list of urls | |||
link = itopic.find("a", {"class": "comments"}).get("href") | |||
link = cleanLink(link) | |||
href.append(link) | |||
# Finding dates | |||
p_tag = itopic.find("p", {"class": "submitted"}) | |||
dt = p_tag.find("span")["title"] | |||
date_time_obj = datetime.strptime(dt,'%a, %d %b %Y %H:%M:%S %Z') | |||
sdate = date_time_obj.strftime('%m %d %Y') | |||
stime = date_time_obj.strftime('%I:%M %p') | |||
date = convertDate(sdate, "english", datetime.now()) + " " + stime | |||
# e.g. "12/18/2023 05:49 AM" | |||
addDate.append(date) | |||
image_author.append("-1") | |||
index += 1 | |||
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 incogsnoo_links_parser(soup): | |||
# Returning all links that should be visited by the Crawler | |||
href = [] | |||
listing_parent = soup.find("div", {"id": "links", "class": "sr"}) | |||
listing = listing_parent.findAll("div", {"class": "entry"}) | |||
count = 0 | |||
for entry in listing: | |||
parent_div = entry.find("div", {"class": "meta"}).find("div", {"class", "links"}) | |||
a_tag = parent_div.find("a", {"class", "comments"}) | |||
if a_tag: | |||
href.append(a_tag.get("href")) | |||
# if count == 10: | |||
# break | |||
count += 1 | |||
return href |
@ -0,0 +1,263 @@ | |||
__author__ = 'DarkWeb' | |||
''' | |||
Sonanza Marketplace 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.support.ui import WebDriverWait | |||
from selenium.webdriver.support.ui import Select | |||
from selenium.webdriver.support import expected_conditions as EC | |||
from selenium.webdriver.common.by import By | |||
from PIL import Image | |||
import urllib.parse as urlparse | |||
import os, re, time | |||
from datetime import date | |||
import subprocess | |||
import configparser | |||
from bs4 import BeautifulSoup | |||
from MarketPlaces.Initialization.prepare_parser import new_parse | |||
from MarketPlaces.Sonanza.parser import sonanza_links_parser | |||
from MarketPlaces.Utilities.utilities import cleanHTML | |||
counter = 1 | |||
baseURL = 'http://sonanzazddbd3lqw2ai6uwmnb4fx7tj7h6hmdwkfqe7bnzgpuvkxqpyd.onion/' | |||
def startCrawling(): | |||
mktName = getMKTName() | |||
driver = getAccess() | |||
if driver != 'down': | |||
try: | |||
login(driver) | |||
crawlForum(driver) | |||
except Exception as e: | |||
print(driver.current_url, e) | |||
closeDriver(driver) | |||
new_parse(mktName, baseURL, True) | |||
# Returns the name of the website | |||
def getMKTName(): | |||
name = 'Sonanza' | |||
return name | |||
# Return the base link of the website | |||
def getFixedURL(): | |||
url = 'http://sonanzazddbd3lqw2ai6uwmnb4fx7tj7h6hmdwkfqe7bnzgpuvkxqpyd.onion/' | |||
return url | |||
# Closes Tor Browser | |||
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 MarketPlaces.Initialization.markets_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", False) | |||
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' | |||
def getAccess(): | |||
url = getFixedURL() | |||
driver = createFFDriver() | |||
try: | |||
driver.get(url) | |||
return driver | |||
except: | |||
driver.close() | |||
return 'down' | |||
def login(driver): | |||
# input("Press ENTER when CAPTCHA is complete and login page has loaded\n") | |||
# | |||
# # entering username and password into input boxes | |||
# usernameBox = driver.find_element(by=By.XPATH, value='//input[@name="username"]') | |||
# # Username here | |||
# usernameBox.send_keys('aliciamykeys') | |||
# passwordBox = driver.find_element(by=By.XPATH, value='//input[@name="password"]') | |||
# # Password here | |||
# passwordBox.send_keys('aliciawherearemykey$') | |||
# # session time | |||
# session_select = Select(driver.find_element(by=By.XPATH, value='/html/body/main/div/div/div/div/div/form/div[4]/div/div[2]/select')) | |||
# session_select.select_by_visible_text('Session 60min') | |||
input("Press ENTER when CAPTCHA is completed and listing page loaded\n") | |||
# wait for listing page show up (This Xpath may need to change based on different seed url) | |||
WebDriverWait(driver, 100).until(EC.visibility_of_element_located( | |||
(By.XPATH, '//*[@id="searchbar"]'))) | |||
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 | |||
def getFullPathName(url): | |||
from MarketPlaces.Initialization.markets_mining import config, CURRENT_DATE | |||
mainDir = os.path.join(config.get('Project', 'shared_folder'), "MarketPlaces/" + getMKTName() + "/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 | |||
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 = [] | |||
# Guides and Tutorials | |||
links.append('http://sonanzazddbd3lqw2ai6uwmnb4fx7tj7h6hmdwkfqe7bnzgpuvkxqpyd.onion/category/3') | |||
# Software and Malware | |||
links.append('http://sonanzazddbd3lqw2ai6uwmnb4fx7tj7h6hmdwkfqe7bnzgpuvkxqpyd.onion/category/4') | |||
# Fraud | |||
links.append('http://sonanzazddbd3lqw2ai6uwmnb4fx7tj7h6hmdwkfqe7bnzgpuvkxqpyd.onion/category/5') | |||
# Digital Products | |||
links.append('http://sonanzazddbd3lqw2ai6uwmnb4fx7tj7h6hmdwkfqe7bnzgpuvkxqpyd.onion/category/21') | |||
# Services | |||
links.append('http://sonanzazddbd3lqw2ai6uwmnb4fx7tj7h6hmdwkfqe7bnzgpuvkxqpyd.onion/category/22') | |||
return links | |||
def crawlForum(driver): | |||
print("Crawling the Sonanza market") | |||
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) | |||
list = productPages(html) | |||
for item in list: | |||
itemURL = urlparse.urljoin(baseURL, str(item)) | |||
try: | |||
driver.get(itemURL) | |||
except: | |||
driver.refresh() | |||
savePage(driver, driver.page_source, item) | |||
driver.back() | |||
# # comment out | |||
# break | |||
# | |||
# # comment out | |||
# if count == 1: | |||
# break | |||
try: | |||
link = driver.find_element(by=By.XPATH, value='//a[contains(text(), "›")]').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 Sonanza market done.") | |||
# Returns 'True' if the link is Topic link, may need to change for every website | |||
def isDescriptionLink(url): | |||
if 'article' 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 'category' in url: | |||
return True | |||
return False | |||
def productPages(html): | |||
soup = BeautifulSoup(html, "html.parser") | |||
return sonanza_links_parser(soup) | |||
def crawler(): | |||
startCrawling() |
@ -0,0 +1,238 @@ | |||
__author__ = 'DarkWeb' | |||
# Here, we are importing the auxiliary functions to clean or convert data | |||
from MarketPlaces.Utilities.utilities import * | |||
# Here, we are importing BeautifulSoup to search through the HTML tree | |||
from bs4 import BeautifulSoup | |||
# 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 sonanza_description_parser(soup): | |||
# Fields to be parsed | |||
vendor = "-1" # 0 *Vendor_Name | |||
success = "-1" # 1 Vendor_Successful_Transactions | |||
rating_vendor = "-1" # 2 Vendor_Rating | |||
name = "-1" # 3 *Product_Name | |||
describe = "-1" # 4 Product_Description | |||
CVE = "-1" # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) | |||
MS = "-1" # 6 Product_MS_Classification (Microsoft Security) | |||
category = "-1" # 7 Product_Category | |||
views = "-1" # 8 Product_Number_Of_Views | |||
reviews = "-1" # 9 Product_Number_Of_Reviews | |||
rating_item = "-1" # 10 Product_Rating | |||
addDate = "-1" # 11 Product_AddedDate | |||
BTC = "-1" # 12 Product_BTC_SellingPrice | |||
USD = "-1" # 13 Product_USD_SellingPrice | |||
EURO = "-1" # 14 Product_EURO_SellingPrice | |||
sold = "-1" # 15 Product_QuantitySold | |||
left = "-1" # 16 Product_QuantityLeft | |||
shipFrom = "-1" # 17 Product_ShippedFrom | |||
shipTo = "-1" # 18 Product_ShippedTo | |||
image = "-1" # 19 Product_Image | |||
vendor_image = "-1" # 20 Vendor_Image | |||
listing = soup.find('div', {"id": "article_page"}) | |||
# Finding the Product | |||
name = listing.find('div', {"class": "row box"}).text | |||
name = cleanString(name).strip() | |||
# Finding Product Image | |||
product_image = listing.find('img') | |||
product_image = product_image.get('src') | |||
product_image = product_image.split('base64,')[-1] | |||
image = product_image | |||
table = listing.find('div', {"class": "col-md-5"}) | |||
# Finding Prices | |||
USD = table.find('span', {"class": "pr"}).text | |||
USD = USD.replace("$", "").strip() | |||
BTC = table.find_all('span', {"class": "pr1"})[1].text | |||
BTC = BTC.replace("BTC", "").strip() | |||
rows = table.find_all('p', {"class": "mb-0"}) | |||
for row in rows: | |||
temp = row.text | |||
if "CATEGORY" in temp: | |||
category = temp.replace("CATEGORY :", "") | |||
category = cleanString(category).strip() | |||
elif "VENDOR LEVEL" in temp: | |||
rating_vendor = temp.replace("VENDOR LEVEL :", "") | |||
rating_vendor = cleanString(rating_vendor).strip() | |||
rows = listing.find_all('p', {"class": "mb-1"}) | |||
for row in rows: | |||
temp = row.text | |||
if "VENDOR" in temp: | |||
vendor = temp.replace("VENDOR :", "") | |||
vendor = cleanString(vendor).strip() | |||
elif "SHIPS TO" in temp: | |||
shipTo = temp.replace("SHIPS TO :", "") | |||
shipTo = cleanString(shipTo).strip() | |||
elif "SOLD" in temp: | |||
sold = cleanNumbers(temp).strip() | |||
# Finding Product Description | |||
describe = listing.find('pre').text | |||
describe = cleanString(describe).strip() | |||
# Searching for CVE and MS categories | |||
cve = soup.findAll(text=re.compile('CVE-\d{4}-\d{4}')) | |||
if cve: | |||
CVE = " " | |||
for idx in cve: | |||
CVE += (idx) | |||
CVE += " " | |||
CVE = CVE.replace(',', ' ') | |||
CVE = CVE.replace('\n', '') | |||
ms = soup.findAll(text=re.compile('MS\d{2}-\d{3}')) | |||
if ms: | |||
MS = " " | |||
for im in ms: | |||
MS += (im) | |||
MS += " " | |||
MS = MS.replace(',', ' ') | |||
MS = MS.replace('\n', '') | |||
# Populating the final variable (this should be a list with all fields scraped) | |||
row = (vendor, rating_vendor, success, name, describe, CVE, MS, category, views, reviews, rating_item, addDate, | |||
BTC, USD, EURO, sold, left, shipFrom, shipTo, image, vendor_image) | |||
# Sending the results | |||
return row | |||
# 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 sonanza_listing_parser(soup): | |||
# Fields to be parsed | |||
nm = 0 # *Total_Products (Should be Integer) | |||
mktName = "Sonanza" # 0 *Marketplace_Name | |||
vendor = [] # 1 *Vendor y | |||
rating_vendor = [] # 2 Vendor_Rating | |||
success = [] # 3 Vendor_Successful_Transactions | |||
name = [] # 4 *Product_Name y | |||
CVE = [] # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) dont worry about this | |||
MS = [] # 6 Product_MS_Classification (Microsoft Security) dont worry about this | |||
category = [] # 7 Product_Category y | |||
describe = [] # 8 Product_Description | |||
views = [] # 9 Product_Number_Of_Views | |||
reviews = [] # 10 Product_Number_Of_Reviews | |||
rating_item = [] # 11 Product_Rating | |||
addDate = [] # 12 Product_AddDate | |||
BTC = [] # 13 Product_BTC_SellingPrice | |||
USD = [] # 14 Product_USD_SellingPrice y | |||
EURO = [] # 15 Product_EURO_SellingPrice | |||
sold = [] # 16 Product_QuantitySold | |||
qLeft = [] # 17 Product_QuantityLeft | |||
shipFrom = [] # 18 Product_ShippedFrom | |||
shipTo = [] # 19 Product_ShippedTo | |||
image = [] # 20 Product_Image | |||
image_vendor = [] # 21 Vendor_Image | |||
href = [] # 22 Product_Links | |||
listings = soup.findAll('div', {"class": "col-sm-4 col-md-3"}) | |||
# Populating the Number of Products | |||
nm = len(listings) | |||
for listing in listings: | |||
# Adding the url to the list of urls | |||
bae = listing.find('a', href=True) | |||
link = bae.get('href') | |||
href.append(link) | |||
# Finding Product Image | |||
product_image = listing.find('img') | |||
product_image = product_image.get('src') | |||
product_image = product_image.split('base64,')[-1] | |||
image.append(product_image) | |||
# Finding the Product | |||
product = listing.find('h5', {"class": "art_title"}).text | |||
product = cleanString(product) | |||
name.append(product.strip()) | |||
# Finding Prices | |||
price = listing.find('span', {"class": "priceP"}).text | |||
price = price.replace("$", "") | |||
USD.append(price.strip()) | |||
rows = listing.find_all('p', {"class": "mb-0 card-text"}) | |||
for row in rows: | |||
temp = row.text | |||
if "CATEGORY" in temp: | |||
cat = temp.replace("CATEGORY :", "") | |||
cat = cleanString(cat) | |||
category.append(cat.strip()) | |||
elif "VENDOR" in temp: | |||
vendor_name = temp.replace("VENDOR :", "") | |||
vendor_name = cleanString(vendor_name) | |||
vendor.append(vendor_name.strip()) | |||
# Finding Vendor Rating | |||
rating = listing.find('span', {"class": "badge badge-info"}).text | |||
rating = rating.replace("VENDOR LEVEL :", "") | |||
rating = cleanString(rating) | |||
rating_vendor.append(rating.strip()) | |||
# Searching for CVE and MS categories | |||
cve = listing.findAll(text=re.compile('CVE-\d{4}-\d{4}')) | |||
if not cve: | |||
cveValue = "-1" | |||
else: | |||
cee = " " | |||
for idx in cve: | |||
cee += (idx) | |||
cee += " " | |||
cee = cee.replace(',', ' ') | |||
cee = cee.replace('\n', '') | |||
cveValue = cee | |||
CVE.append(cveValue) | |||
ms = listing.findAll(text=re.compile('MS\d{2}-\d{3}')) | |||
if not ms: | |||
MSValue = "-1" | |||
else: | |||
me = " " | |||
for im in ms: | |||
me += (im) | |||
me += " " | |||
me = me.replace(',', ' ') | |||
me = me.replace('\n', '') | |||
MSValue = me | |||
MS.append(MSValue) | |||
# Populate the final variable (this should be a list with all fields scraped) | |||
return organizeProducts(mktName, nm, vendor, rating_vendor, success, name, CVE, MS, category, describe, views, | |||
reviews, rating_item, addDate, BTC, USD, EURO, sold, qLeft, shipFrom, shipTo, href, image, image_vendor) | |||
# 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 sonanza_links_parser(soup): | |||
# Returning all links that should be visited by the Crawler | |||
href = [] | |||
listings = soup.findAll('div', {"class": "col-sm-4 col-md-3"}) | |||
for listing in listings: | |||
a = listing.find('a', href=True) | |||
# Adding the url to the list of urls | |||
link = a.get('href') | |||
href.append(link) | |||
return href |