diff --git a/MarketPlaces/Vortex/crawler_selenium.py b/MarketPlaces/Vortex/crawler_selenium.py new file mode 100644 index 0000000..d1c6f91 --- /dev/null +++ b/MarketPlaces/Vortex/crawler_selenium.py @@ -0,0 +1,279 @@ +__author__ = 'DarkWeb' + +''' +Vortex 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.Vortex.parser import vortex_links_parser +from MarketPlaces.Utilities.utilities import cleanHTML + +counter = 1 +baseURL = 'http://mq7ozbnrqdjc6cof3yakegs44kmo6vl3ajcyzdeya3zjtmi65jtmwqid.onion/login' + +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 = 'Vortex' + return name + + +# Return the base link of the website +def getFixedURL(): + url = 'http://mq7ozbnrqdjc6cof3yakegs44kmo6vl3ajcyzdeya3zjtmi65jtmwqid.onion/login' + 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 agreeToTerms(driver): + try: + agree_button = driver.find_element(by=By.XPATH, value='//input[@type="submit" and @name="agree" and @value="Yes, I agree"]') + agree_button.click() + except Exception as e: + print('Problem with clicking agree button', e) + +def login(driver): + # input("Press ENTER when CAPTCHA is complete and login page has loaded\n") + WebDriverWait(driver, 100).until(EC.visibility_of_element_located( + (By.XPATH, '//*[@id="username"]'))) + + # entering username and password into input boxes + usernameBox = driver.find_element(by=By.XPATH, value='//*[@id="username"]') + # Username here + usernameBox.send_keys('darkcorn') + passwordBox = driver.find_element(by=By.XPATH, value='//*[@id="pwd"]') + # Password here + passwordBox.send_keys('CoRNNNN$!1') + + input("Press ENTER when captcha is solved") + + try: + agree_button = driver.find_element(by=By.NAME, value='login') + agree_button.click() + except Exception as e: + print('Problem with clicking login button', e) + + WebDriverWait(driver, 100).until(EC.visibility_of_element_located( + (By.XPATH, '//*[@id="main"]'))) + + + +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 getMKTName() -> str: + name = 'Vortex' + return name + + +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 = [] + + # security and hacking + # links.append('http://mq7ozbnrqdjc6cof3yakegs44kmo6vl3ajcyzdeya3zjtmi65jtmwqid.onion/home?cat=Security+%26+Hacking') + # fraud + links.append('http://mq7ozbnrqdjc6cof3yakegs44kmo6vl3ajcyzdeya3zjtmi65jtmwqid.onion/home?cat=Fraud') + # malware, nothing here for now + # links.append('http://mq7ozbnrqdjc6cof3yakegs44kmo6vl3ajcyzdeya3zjtmi65jtmwqid.onion/home?cat=Cracked+softwares%26comma%3B+Botnets+%26+Malware') + + return links + + +def crawlForum(driver): + + print("Crawling the vortex market") + + linksToCrawl = getInterestedLinks() + + i = 0 + while i < len(linksToCrawl): + link = linksToCrawl[i] + print('Crawling :', link) + try: + has_next_page = True + count = 0 + counter = 1 + + 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: + temp = driver.find_element(by=By.XPATH, value = '//*[@id="main"]') + temp = temp.find_element(by=By.CSS_SELECTOR, value='section[aria-label="Page Navigation"]') + temp = temp.find_element(by=By.CLASS_NAME, value='pagination') + temp = temp.find_elements(by=By.TAG_NAME, value='li') + link = temp[counter].find_element(by=By.CSS_SELECTOR, value='a.page-link.text-dark').get_attribute('href') + if link == "": + raise NoSuchElementException + count += 1 + counter += 1 + + except NoSuchElementException: + has_next_page = False + + except Exception as e: + print(link, e) + i += 1 + + print("Crawling the vortex market done.") + + +# Returns 'True' if the link is Topic link, may need to change for every website +def isDescriptionLink(url): + if 'product' 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 'home?' in url: + return True + return False + + +def productPages(html): + soup = BeautifulSoup(html, "html.parser") + return vortex_links_parser(soup) + + +def crawler(): + startCrawling() diff --git a/MarketPlaces/Vortex/parser.py b/MarketPlaces/Vortex/parser.py new file mode 100644 index 0000000..a4d9465 --- /dev/null +++ b/MarketPlaces/Vortex/parser.py @@ -0,0 +1,288 @@ +__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 +import re + + +# 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 vortex_description_parser(soup): + # Fields to be parsed + + vendor = "-1" # 0 *Vendor_Name y + success = "-1" # 1 Vendor_Successful_Transactions n + rating_vendor = "-1" # 2 Vendor_Rating y + name = "-1" # 3 *Product_Name y + describe = "-1" # 4 Product_Description y + CVE = "-1" # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) + MS = "-1" # 6 Product_MS_Classification (Microsoft Security) + category = "-1" # 7 Product_Category y + views = "-1" # 8 Product_Number_Of_Views y + reviews = "-1" # 9 Product_Number_Of_Reviews n + rating_item = "-1" # 10 Product_Rating n + addDate = "-1" # 11 Product_AddedDate y + BTC = "-1" # 12 Product_BTC_SellingPrice y + USD = "-1" # 13 Product_USD_SellingPrice y + EURO = "-1" # 14 Product_EURO_SellingPrice n + sold = "-1" # 15 Product_QuantitySold n + left = "-1" # 16 Product_QuantityLeft n + shipFrom = "-1" # 17 Product_ShippedFrom n + shipTo = "-1" # 18 Product_ShippedTo n + image = "-1" # 19 Product_Image n + vendor_image = "-1" # 20 Vendor_Image n + + temp2 = soup.find('div', {'class', 'col-auto font-weight-bold'}) + + # Finding Vendor - check + vendor = temp2.find('a').text + vendor = cleanString(vendor).strip() + + # Finding Vendor Rating (bug in their system shows standard rating) + try: + rating_vendor = temp2.find('span', {'class': "badge badge-pill mr-2"}).text + rating_vendor = rating_vendor.replace('VendorLvl:', '') + except: + rating_vendor = '-1' + rating_vendor = cleanNumbers(rating_vendor).strip() + + # Finding Product Name - check + name = soup.find('h3', {'class': "d-inline-block font-weight-bold"}).text + name = cleanString(name).strip() + + # Finding Product description - check + try: + describe = soup.find('p', {'class': 'description pl-3 py-2 border rounded-3'}).text + describe = cleanString(describe).strip() + except: + describe = '-1' + + # print(describe) + # Finding category - checl + div_category = soup.find('ol', {'class': "breadcrumb breadcrumb-navbar py-0 px-2 px-md-4 m-0 ml-2 mx-auto justify-content-center h-auto d-flex bg-transparent"}).find_all('li') + category = div_category[1].find('a').text + category = cleanString(category).strip() + + # Product rating - check + try: + rating = temp2.find('span', {'class': 'text-success mr-2 py-1'}).text + rating = re.sub(r'[()+%]', '', rating) + except: + rating = '-1' + rating_item = cleanString(rating).strip() + + # Finding BTC and USD/GOLD + div_price = soup.find('h5', {'class': "product-price"}).find('span', {'class', 'small product-price ml-2'}).text + div_price = div_price.split('|') + + bit = div_price[0] + if 'btc' in bit: + bit = bit.replace('btc', '') + bit = cleanString(bit).strip() + + BTC = bit + + usd = div_price[2] + if 'usdt_tron' in usd: + usd = usd.replace('usdt_tron', '') + usd = cleanString(usd).strip() + USD = usd + + left = soup.find('div', {'class', 'row mt-3'}).find('div', {'class', 'col-6 font-weight-bold'}).text + left = cleanString(left).strip() + + try: + image = soup.find('li', {'class', 'carousel__slide'}).find('img').get('src').split('base64,')[-1] + except: + image = '-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 + + +# 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 vortex_listing_parser(soup): + # Fields to be parsed + nm = 0 # *Total_Products (Should be Integer) + mktName = "Vortex" # 0 *Marketplace_Name y + vendor = [] # 1 *Vendor y + rating_vendor = [] # 2 Vendor_Rating y + success = [] # 3 Vendor_Successful_Transactions n + 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 n + views = [] # 9 Product_Number_Of_Views y + reviews = [] # 10 Product_Number_Of_Reviews n + rating_item = [] # 11 Product_Rating n + addDate = [] # 12 Product_AddDate y + BTC = [] # 13 Product_BTC_SellingPrice y + USD = [] # 14 Product_USD_SellingPrice y + EURO = [] # 15 Product_EURO_SellingPrice n + sold = [] # 16 Product_QuantitySold n + qLeft = [] # 17 Product_QuantityLeft n + shipFrom = [] # 18 Product_ShippedFrom n + shipTo = [] # 19 Product_ShippedTo n + image = [] # 20 Product_Image n + image_vendor = [] # 21 Vendor_Image n + href = [] # 22 Product_Links y + + temp = soup.find('main', {'id': 'main'}).find('section', {'id':'page_container'}) + listings = temp.findAll('div', {"class": "product-card col-sm-6 col-md-3 col-xl-4 mb-5"}) + + cat = soup.find('section', {'class': 'row px-md-4 mx-0 mb-3'}).find('ol').find_all('li') + cat = cat[1].find('a').text + + # Populating the Number of Products + nm = len(listings) + + for listing in listings: + listing = listing.find('div', {'class': 'product-details'}) + + # Finding vendor name - checked + vendor_name = listing.find('span', {'class': 'd-inline-block w-100 mb-1'}).find('a').text + if 'ships from' in vendor_name: + reg = re.compile(r'(.+?)\'s shop') + vendor_name = reg.match(vendor_name) + if vendor_name: + vendor_name = vendor_name.group(1) + vendor_name = vendor_name.replace('\'s shop', '') + vendor_name = vendor_name.strip() + vendor.append(vendor_name) + + # Finding the vendor rating - checked + vendor_level = listing.find('span', {'class': "badge badge-pill mr-2 font-weight-normal"}).text + vendor_level = vendor_level.split(' ') + vendor_level = cleanNumbers(vendor_level[-1]) + rating_vendor.append(vendor_level) + + # Finding the product name - checked + product_name = listing.find('h4').find('a').text + product_name = cleanString(product_name).strip() + name.append(product_name) + + # 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', '') + cee = cee.replace('\t', '') + 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) + + # Finding the category - check + category_text = cleanString(cat).strip() + category.append(category_text) + + # Finding the hrefs - check + description_link = listing.find('h4').find('a')['href'] + href.append(description_link) + + # Finding the views - check + views_text = '-1' + views.append(views_text) + + # Finding the date added + date = '-1' + # date = datetime.strptime(date, "%d-%m-%Y") + addDate.append(date) + + # EURO + EURO.append('-1') + + # Finding the BTC and USD/GOLD + try: + money = listing.find('div', {"class": 'w-100 small product-price mb-1 text-right'}).text + money = money.split('|') + if 'btc' in money[0]: + btc_price = money[0].replace('btc', '') + btc_price = cleanString(btc_price).strip() + except: + btc_price = '-1' + BTC.append(btc_price) + + try: + if 'usd' in money[2]: + usd_price = money[2].strip().replace('usdt_tron', '') + usd_price = cleanString(usd_price).strip() + except: + usd_price = '-1' + USD.append(usd_price) + + sold.append('-1') + qLeft.append('-1') + shipTo.append('-1') + + shipf = listing.find('span', {'class': 'd-inline-block w-100 mb-1'}).find('a').text + if 'ships from' in shipf: + pattern = re.compile(r"ships from (.*)") + shipf = pattern.search(shipf) + if shipf: + shipf = shipf.group(1) + shipf = shipf.replace('ships from', '') + else: + shipf = '-1' + shipf = cleanString(shipf).strip() + shipFrom.append(shipf) + + try: + temp = listing.find('p', {'class', 'w-100 mb-2'}).find('img').get('src').split('base64,')[-1] + except: + temp = '-1' + image.append(temp) + image_vendor.append('-1') + + # 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 vortex_links_parser(soup): + # Returning all links that should be visited by the Crawler + + href = [] + listings = soup.find('main').findAll('div', {"class": "product-card col-sm-6 col-md-3 col-xl-4 mb-5"}) + + for listing in listings: + # Adding the url to the list of urls + description_link = listing.find('h4').find('a')['href'] + href.append(description_link) + + return href