# Conflicts: # MarketPlaces/Initialization/markets_mining.pymain
@ -0,0 +1,333 @@ | |||
__author__ = 'Helium' | |||
""" | |||
DarkDock 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 import expected_conditions as EC | |||
from selenium.webdriver.common.by import By | |||
import urllib.parse as urlparse | |||
import os, time | |||
from bs4 import BeautifulSoup | |||
from MarketPlaces.Initialization.prepare_parser import new_parse | |||
from MarketPlaces.DarkDock.parser import darkdock_links_parser | |||
from MarketPlaces.Utilities.utilities import cleanHTML | |||
counter = 1 | |||
baseURL = 'http://oirolrkrppy6sei6x6bvkkdolc4cjqzqfhxisfzu6exqblahwrrvktyd.onion/' | |||
def startCrawling(): | |||
"""Main method for the crawler. | |||
Opens Tor Browser, crawls the website, parses, then closes Tor. | |||
""" | |||
mktName = getMKTName() | |||
driver = getAccess() | |||
if driver != 'down': | |||
try: | |||
crawlMarket(driver) | |||
except Exception as e: | |||
print(driver.current_url, e) | |||
closeDriver(driver) | |||
new_parse(mktName, baseURL, True) | |||
def getMKTName(): | |||
"""Returns the name of the website. | |||
""" | |||
name = 'DarkDock' | |||
return name | |||
def getFixedURL(): | |||
"""Returns the base link of site. | |||
""" | |||
url = 'http://oirolrkrppy6sei6x6bvkkdolc4cjqzqfhxisfzu6exqblahwrrvktyd.onion/' | |||
return url | |||
def closeDriver(driver): | |||
"""Closes Tor Browser. | |||
Args: | |||
driver: The selected Selenium 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 | |||
def createFFDriver(): | |||
"""Creates FireFox 'driver' and configure its 'Profile' to use Tor proxy and socket. | |||
""" | |||
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 | |||
def getAccess(): | |||
"""The driver 'gets' the url and attempts to access the site. | |||
Return: | |||
A Selenium driver currently on the site or the string 'down' if it can't access the site. | |||
""" | |||
url = getFixedURL() | |||
driver = createFFDriver() | |||
try: | |||
driver.get(url) | |||
return driver | |||
except: | |||
driver.close() | |||
return 'down' | |||
def savePage(driver, page, url): | |||
"""Saves the crawled html page. | |||
Cleans the html of the current page the driver is on. Then saves the current | |||
crawled html page with its full path name without special characters into the | |||
marketplace's directory. If the directory path doesn't exist it will make it. | |||
Args: | |||
driver: The Selenium driver accessing the page. | |||
page: The html of the saved page. | |||
url: The URL of the saved page. | |||
""" | |||
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): | |||
"""Gets the full path name. | |||
Gets the full path of the page to be saved along with its appropriate file name. | |||
Determines which subdirectory to save the page, based on whether it is a description | |||
or listing page. | |||
Args: | |||
url: The URL of the page. | |||
""" | |||
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): | |||
"""Creates the file name from the passed URL. | |||
Generates a file name with only its alphanumeric characters. | |||
If the name isn't unique, it will be given a unique name. | |||
Args: | |||
url: The URL of the selected page from the crawler as it crawls through the site. | |||
""" | |||
global counter | |||
name = ''.join(e for e in url if e.isalnum()) | |||
if (name == ''): | |||
name = str(counter) | |||
counter = counter + 1 | |||
return name | |||
def getInterestedLinks(): | |||
"""Returns list of urls the crawlers runs through. | |||
Returns a list of the different urls of interest that the crawler runs through. | |||
An example of this can be different categories of a market related to hacking, | |||
such as Software and Malware, Guides and Tutorials, Digital Products. | |||
""" | |||
links = [] | |||
categories = [ | |||
'civil_softwares', | |||
'carding', | |||
'theft', | |||
'mining', | |||
'worms', | |||
'dump', | |||
'viruses', | |||
'trojans', | |||
'botnets', | |||
'security_technology', | |||
'computers', | |||
'confidential_info', | |||
'network_services', | |||
'database', | |||
'surveillance', | |||
'digital_forensics', | |||
'0day', | |||
'intelligence', | |||
'private_security' | |||
] | |||
for category in categories: | |||
links.append(baseURL + "category/" + category) | |||
return links | |||
def crawlMarket(driver): | |||
"""Crawls and saves each page of a link of interest. | |||
Accesses, saves, and crawls through each link of interest. For DarkDock, each | |||
link of interest is a category, so we crawl through all numbered pages of the | |||
category. We find the URL of all descriptions/products on the category page, and save each | |||
individual description/product page. | |||
Args: | |||
driver: The Selenium driver accessing the site. | |||
""" | |||
print("Crawling the DarkDock market") | |||
linksToCrawl = getInterestedLinks() | |||
i = 0 | |||
while i < len(linksToCrawl): | |||
baseCategoryLink = linksToCrawl[i] | |||
link = linksToCrawl[i] | |||
print('Crawling :', link) | |||
try: | |||
has_next_page = True | |||
count = 2 | |||
while has_next_page: | |||
# Try to access current link and reload if fails | |||
try: | |||
driver.get(link) | |||
except: | |||
driver.refresh() | |||
# Save html page | |||
html = driver.page_source | |||
savePage(driver, html, linksToCrawl[i] + f"page{count}") | |||
# Parse the product/description pages | |||
list = descriptionPages(html) | |||
for item in list: | |||
# Fetches the item URL by concatenating the base url with the item sub url | |||
itemURL = urlparse.urljoin(baseURL, str(item)) | |||
try: | |||
driver.get(itemURL) | |||
except: | |||
driver.refresh() | |||
savePage(driver, driver.page_source, item) | |||
# Go back to the previous category page | |||
driver.back() | |||
# # Add a break for testing if we are checking only the first description/product page | |||
# break | |||
# | |||
# # Add a break for testing based on how many numbers of pages to test | |||
# if count == 3: | |||
# break | |||
# Try to find the next page | |||
try: | |||
link = f"{baseCategoryLink}/{count}/" | |||
driver.find_element(By.XPATH, f'//a[@href="{urlparse.urlparse(link).path}"]') | |||
if link == "": | |||
raise NoSuchElementException | |||
count += 1 | |||
except NoSuchElementException: | |||
has_next_page = False | |||
except Exception as e: | |||
print(link, e) | |||
i += 1 | |||
print("Crawling the DarkDock market done.") | |||
def isDescriptionLink(url): | |||
"""Returns whether the url is for a description page. | |||
Args: | |||
url: The url of a crawled page. | |||
Returns: | |||
Returns 'True' if the url is for a description page. Returns 'False' if the | |||
url is not for a description page. | |||
""" | |||
if 'product' in url: | |||
return True | |||
return False | |||
def isListingLink(url): | |||
"""Returns whether the url is for a listing page. | |||
Args: | |||
url: The url of a crawled page. | |||
Returns: | |||
Returns 'True' if the url is for a listing page. Returns 'False' if the | |||
url is not for a listing page. | |||
""" | |||
if 'category' in url: | |||
return True | |||
return False | |||
def descriptionPages(html): | |||
"""Returns all product/description links on the current page. | |||
Passes the html of the category/listing page and parses it for | |||
any description/product links. | |||
Args: | |||
html: The html of the selected category/listing page. | |||
""" | |||
soup = BeautifulSoup(html, "html.parser") | |||
return darkdock_links_parser(soup) | |||
def crawler(): | |||
"""Starts the crawler. | |||
""" | |||
startCrawling() |
@ -0,0 +1,232 @@ | |||
__author__ = 'DarkWeb' | |||
# Here, we are importing the auxiliary functions to clean or convert data | |||
from MarketPlaces.Utilities.utilities import * | |||
def darkdock_description_parser(soup): | |||
"""Parses the description pages of a DarkDock marketplace. | |||
It takes a BeautifulSoup object that represents the HTML page of a description page, and | |||
extracts various information such as vendor name, product name, etc. | |||
Args: | |||
soup: A BeautifulSoup object that represents the HTML page of a description page. | |||
Returns: | |||
The row of a description item as a tuple containing the information fields extracted from the description page. | |||
""" | |||
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 | |||
# Finding Vendor | |||
vendor = soup.select_one('table tr:nth-of-type(2) td:nth-of-type(3) a u').text | |||
vendor = cleanString(vendor) | |||
vendor = vendor.strip() | |||
# Finding Product Name | |||
headings = soup.find('div', {'class': 'main'}).find_all('div', {'class': 'heading'}) | |||
name = headings[0].text | |||
name = cleanString(name) | |||
name = name.strip() | |||
# Finding the Product description | |||
describe = soup.find('div', {'class': 'tab1'}).text | |||
describe = cleanString(describe) | |||
describe = describe.strip() | |||
# Finding the Product category | |||
category = soup.select_one('table tr:nth-of-type(6) td:nth-of-type(3)').text | |||
category = cleanString(category) | |||
category = category.strip() | |||
# Finding Number of Product Reviews | |||
reviews = headings[1].text | |||
match = re.search(r'\((\d+)\)', reviews).group(1) | |||
reviews = cleanNumbers(reviews) | |||
reviews = reviews.strip() | |||
# Finding Prices | |||
USD = soup.select_one('table tr:nth-of-type(1) td:nth-of-type(3)').text | |||
USD = cleanNumbers(USD) | |||
USD = USD.strip() | |||
# Finding the Product Quantity Available | |||
left = soup.select_one('table tr:nth-of-type(7) td:nth-of-type(3)').text | |||
left = cleanNumbers(left) | |||
left = left.strip() | |||
# Finding Product Shipped From | |||
shipFrom = soup.select_one('table tr:nth-of-type(3) td:nth-of-type(3)').text | |||
shipFrom = cleanString(shipFrom) | |||
shipFrom = shipFrom.strip() | |||
# Finding Product Shipped To | |||
shipTo = soup.select_one('table tr:nth-of-type(5) td:nth-of-type(3)').text | |||
shipTo = cleanString(shipTo) | |||
shipTo = shipTo.strip() | |||
# Finding Product Image | |||
image = soup.find('img', {'class': 'bigthumbnail'}).get('src') | |||
image = image.split('base64,')[-1] | |||
# 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 | |||
def darkdock_listing_parser(soup): | |||
"""Parses the listing pages of a DarkDock marketplace. | |||
It takes a BeautifulSoup object that represents the HTML page of a listing page, | |||
and extracts various information such as vendor name, product name, etc. It then | |||
removes and cleans the extracted information by passing it to the organizeProducts | |||
function. | |||
Args: | |||
soup: A BeautifulSoup object that represents the HTML page of a listing page. | |||
Returns: | |||
The row of a description item as a tuple containing the information fields extracted from the listing page. | |||
""" | |||
# Fields to be parsed | |||
nm = 0 # Total_Products (Should be Integer) | |||
mktName = "DarkDock" # 0 Marketplace_Name | |||
vendor = [] # 1 Vendor | |||
rating_vendor = [] # 2 Vendor_Rating | |||
success = [] # 3 Vendor_Successful_Transactions | |||
name = [] # 4 Product_Name | |||
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 | |||
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 | |||
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': 'item'}) | |||
# Populating the Number of Products | |||
nm = len(listings) | |||
cat = soup.find('div', {'class': 'heading'}).text | |||
cat = cleanString(cat) | |||
cat = cat.strip() | |||
for listing in listings: | |||
# Finding the Vendor | |||
vendor_name = listing.find('div', {'class': 'seller'}).text | |||
vendor.append(vendor_name) | |||
# Finding the Product | |||
product = listing.find('div', {'class': 'title'}).text | |||
product = cleanString(product) | |||
product = product.strip() | |||
name.append(product) | |||
# Finding the Category | |||
category.append(cat) | |||
# Finding description | |||
description = listing.find('div', {'class': 'description'}).text | |||
description = cleanString(description) | |||
description = description.strip() | |||
describe.append(description) | |||
# Finding product views | |||
num_view = listing.select_one('.stats table tr:nth-of-type(3) td:nth-of-type(1)').text | |||
num_view = cleanNumbers(num_view) | |||
num_view = num_view.strip() | |||
views.append(num_view) | |||
# Finding product reviews | |||
num_reviews = listing.select_one('.stats table tr:nth-of-type(3) td:nth-of-type(3)').text | |||
num_reviews = cleanNumbers(num_reviews) | |||
num_reviews = num_reviews.strip() | |||
reviews.append(num_reviews) | |||
# Finding product rating based on width style | |||
rating = listing.find('div', {'class': 'stars2'}).get('style') | |||
rating = re.findall(r"\d+\.\d+|\d+", rating)[0] | |||
rating = cleanNumbers(rating) | |||
rating = rating.strip() | |||
rating_item.append(rating) | |||
# Finding Prices | |||
price = listing.find('div', {'class': 'price'}).text | |||
price = price.strip() | |||
USD.append(price) | |||
# Finding number of times product is sold | |||
num_sold = listing.select_one('.stats table tr:nth-of-type(3) td:nth-of-type(2)').text | |||
num_sold = cleanNumbers(num_sold) | |||
num_sold = num_sold.strip() | |||
sold.append(num_sold) | |||
# Finding shipping locations | |||
shipping = listing.find('div',{'class': 'shipping'}).text | |||
shippedFrom, shippedTo = cleanString(shipping).split(' > ') | |||
shipTo.append(shippedTo) | |||
shipFrom.append(shippedFrom) | |||
# Adding the url to the list of urls | |||
link = listing.find('a', recursive=False).get('href') | |||
href.append(link) | |||
image_vendor.append("-1") | |||
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) | |||
def darkdock_links_parser(soup): | |||
"""Returns a list of description links from a listing page. | |||
It takes a BeautifulSoup object that represents the HTML page of a listing page, and | |||
extracts all the description links from the page. | |||
Args: | |||
soup: A BeautifulSoup object that represents the HTML page of a listing page. | |||
Returns: | |||
A list of description links from a listing page. | |||
""" | |||
# Returning all links that should be visited by the Crawler | |||
href = [] | |||
listing = soup.find_all('a', href=lambda href: href and '/product/' in href) | |||
for a in listing: | |||
href.append(a['href']) | |||
return href |
@ -1 +1 @@ | |||
DarkMarket | |||
DarkDock |