add DarkBazar

MarketPlaces/DarkBazar/crawler_selenium.py

@@ -0,0 +1,252 @@
+__author__ = 'Helium'
+
+'''
+DarkBazar 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
+
+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.DarkBazar.parser import darkbazar_links_parser
+from MarketPlaces.Utilities.utilities import cleanHTML
+
+counter = 1
+baseURL = 'http://jw5e5sdywqupaqgtt43uq5ysfqpd2vzefl65s2fcjlj4qfxivynv6bqd.onion/log.php'
+
+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$')
+
+    input("Press ENTER when CAPTCHA is completed and you exit the newsletter\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="submit"]')))
+
+def crawlForum(driver):
+
+    print("Crawling the DarkBazar 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(html, link)
+
+                list = productPages(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()
+
+                    # comment out
+                    break
+
+                # comment out
+                if count == 1:
+                    break
+
+                try:
+                    link = driver.find_element(by=By.XPATH, value='//a[contains(text(), "Next")]').get_attribute('href')
+                    if link == "":
+                        raise NoSuchElementException
+                    count += 1
+
+                except NoSuchElementException:
+                    has_next_page = False
+
+        except Exception as e:
+            print(link, e)
+        i += 1
+
+        input("Crawling DarkBazar forum done sucessfully. Press ENTER to continue\n")
+
+
+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
+
+def getInterestedLinks():
+    links = []
+
+    links.append('http://jw5e5sdywqupaqgtt43uq5ysfqpd2vzefl65s2fcjlj4qfxivynv6bqd.onion/cat.php?category=5')
+
+    return links
+
+def crawler():
+    startCrawling()
+def startCrawling():
+    opentor()
+    mktName = getMKTName()
+    driver = getAccess()
+
+    if driver != 'down':
+        try:
+            login(driver)
+            crawlForum(driver)
+        except Exception as e:
+            print(driver.current_url, e)
+        closetor(driver)
+
+    # new_parse(mktName, baseURL, False)
+
+# Opens Tor Browser
+def opentor():
+    from MarketPlaces.Initialization.markets_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
+
+# Returns the name of the website
+def getMKTName():
+    name = 'DarkBazar'
+    return name
+
+# Return the base link of the website
+def getFixedURL():
+    url = 'http://jw5e5sdywqupaqgtt43uq5ysfqpd2vzefl65s2fcjlj4qfxivynv6bqd.onion/log.php'
+    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()
+    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", 2)
+    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)
+
+    return driver
+
+def productPages(html):
+    soup = BeautifulSoup(html, "html.parser")
+    return darkbazar_links_parser(soup)
+
+#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 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
+
+# Returns 'True' if the link is Topic link, may need to change for every website
+def isDescriptionLink(url):
+    if 'item' 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 getForumName() -> str:
+    name = 'DarkBazar'
+    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
+

MarketPlaces/DarkBazar/parser.py

@@ -0,0 +1,264 @@
+# 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 darkbazar_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
+
+    # Finding Product Name
+    divmb = soup.findAll('div', {'class': "mb-1"})
+
+    name = divmb[0].text
+    name = name.replace('\n', ' ')
+    name = name.replace(",", "")
+    name = name.strip()
+
+    # Finding Vendor
+    vendor = divmb[1].find('a').text.strip()
+
+    # Finding Vendor Rating
+    rating = soup.find('div', {'class': ""}).text
+    rating = rating.replace("Vendor's Review : ", "")
+    rating = rating.strip()
+
+    # Finding Successful Transactions
+    success = divmb[3].text
+    success = success.replace("Level:", "")
+    success = success.strip()
+
+    # Finding Prices
+    USD = soup.find('div', {'class': "h3 text - primary"}).text.strip()
+
+
+    # Finding Escrow
+    escrow = divmb[5].find('span', {'class': "badge badge-danger"}).text.strip()
+
+    # Finding the Product Category
+    pmb = soup.findAll('p', {'class': "mb-1"})
+
+    category = pmb[-1].text
+    category = category.replace("Category: ", "").strip()
+
+    # Finding the Product Quantity Available
+    left = divmb[-1].text
+    left = left.split(",", 1)[1]
+    left = left.replace("in stock", "")
+    left = left.strip()
+
+    # Finding Number Sold
+    sold = divmb[-1].text
+    sold = sold.split(",", 1)[0]
+    sold = sold.replace("sold", "")
+    sold = sold.strip()
+
+
+    # Finding Shipment Information (Origin)
+    pmb[0].text
+    shipFrom = shipFrom.replace("Ships from: ", "").strip()
+
+    # Finding Shipment Information (Destination)
+    pmb[1].text
+    shipTo = shipTo.replace("Ships to: ", "").strip()
+
+    # Finding the Product description
+    cardbody = soup.findAll('div', {'class': "card-body"})
+    describe = cardbody[1].text.strip()
+
+    # Finding the Number of Product Reviews
+    reviews = reviews.find('div', {'class': "product-rating"}).text
+    reviews = reviews.replace("(", "")
+    reviews = reviews.replace(" review)", "")
+    reviews = reviews.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 = (name, describe, CVE, MS, review, category, shipFrom, shipTo, left, escrow, vendor,
+           sold, addDate, BTC, USD, rating, success, EURO)
+
+    # 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 darkbazar_listing_parser(soup):
+    # Fields to be parsed
+    nm = 0  # Total_Products (Should be Integer)
+    mktName = "DarkBazar"  # 0 Marketplace_Name
+    name = []  # 1 Product_Name
+    CVE = []  # 2 Product_CVE_Classification (Common Vulnerabilities and Exposures)
+    MS = []  # 3 Product_MS_Classification (Microsoft Security)
+    category = []  # 4 Product_Category
+    describe = []  # 5 Product_Description
+    escrow = []  # 6 Vendor_Warranty
+    views = []  # 7 Product_Number_Of_Views
+    reviews = []  # 8 Product_Number_Of_Reviews
+    addDate = []  # 9 Product_AddDate
+    lastSeen = []  # 10 Product_LastViewDate
+    BTC = []  # 11 Product_BTC_SellingPrice
+    USD = []  # 12 Product_USD_SellingPrice
+    EURO = []  # 13 Product_EURO_SellingPrice
+    sold = []  # 14 Product_QuantitySold
+    qLeft = []  # 15 Product_QuantityLeft
+    shipFrom = []  # 16 Product_ShippedFrom
+    shipTo = []  # 17 Product_ShippedTo
+    vendor = []  # 18 Vendor
+    rating = []  # 19 Vendor_Rating
+    success = []  # 20 Vendor_Successful_Transactions
+    href = []  # 23 Product_Links (Urls)
+
+    listing = soup.findAll('div', {"id": "itembox"})
+
+    # Populating the Number of Products
+    nm = len(listing)
+
+    for a in listing:
+        bae = a.findAll('a', href=True)
+        lb = a.findAll('div', {"id": "littlebox"})
+
+        # Adding the url to the list of urls
+        link = bae[0].get('href')
+        link = cleanLink(link)
+        href.append(link)
+
+        # Finding the Product
+        product = lb[1].find('a').text
+        product = product.replace('\n', ' ')
+        product = product.replace(",", "")
+        product = product.replace("...", "")
+        product = product.strip()
+        name.append(product)
+
+        # Finding Prices
+        price = lb[-1].find('div', {"class": "mb-1"}).text
+        price = price.replace("$","")
+        price = price.strip()
+        USD.append(price)
+
+        # Finding the Vendor
+        vendor_name = lb[-1].find("a").text
+        vendor_name = vendor_name.replace(",", "")
+        vendor_name = vendor_name.strip()
+        vendor.append(vendor_name)
+
+        # Finding the Category
+        cat = lb[-1].find("span").text
+        cat = cat.replace("class:", "")
+        cat = cat.strip()
+        category.append(cat)
+
+        # Finding Number Sold and Quantity Left
+        span = lb[1].findAll("span")
+        num = span[-1].text
+        num = num.replace("Sold:", "")
+        num = num.strip()
+        category.append(num)
+
+        quant = span[1].text
+        quant = quant.replace("stock:", "")
+        quant = quant.strip()
+        qLeft.append(quant)
+
+
+        # Searching for CVE and MS categories
+        cve = a.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 = a.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, name, CVE, MS, category, describe, escrow, views, reviews, addDate, lastSeen,
+                            BTC, USD, EURO, qLeft, shipFrom, shipTo, vendor, rating, success, sold, href)
+
+
+# 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 darkbazar_links_parser(soup):
+    # Returning all links that should be visited by the Crawler
+
+    href = []
+    listing = soup.findAll('div', {"id": "itembox"})
+
+    # for a in listing:
+    #     bae = a.find('a', {"class": "text-info"}, href=True)
+    #     link = bae['href']
+    #     href.append(link)
+
+    for a in listing:
+        bae = a.findAll('a', href=True)
+
+        # Adding the url to the list of urls
+        link = bae[0].get('href')
+        link = cleanLink(link)
+        href.append(link)
+
+    return href