Merge remote-tracking branch 'origin/main'

MarketPlaces/Abacus/crawler_selenium.py

@@ -0,0 +1,312 @@
+__author__ = 'DarkWeb'
+
+'''
+Abacus 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.Abacus.parser import abacus_links_parser
+from MarketPlaces.Utilities.utilities import cleanHTML
+
+counter = 1
+baseURL = 'http://abacuseeettcn3n2zxo7tqy5vsxhqpha2jtjqs7cgdjzl2jascr4liad.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 = 'Abacus'
+    return name
+
+
+# Return the base link of the website
+def getFixedURL():
+    url = 'http://abacuseeettcn3n2zxo7tqy5vsxhqpha2jtjqs7cgdjzl2jascr4liad.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")
+
+    WebDriverWait(driver, 100).until(EC.visibility_of_element_located(
+        (By.XPATH, '/html/body/div/div/div[1]/div/form/div[3]/input[1]')))
+
+    # entering username and password into input boxes
+    try:
+        usernameBox = driver.find_element(by=By.XPATH, value='/html/body/div/div/div[1]/div/form/div[3]/input[1]')
+        # Username here
+        usernameBox.send_keys('ct1234')
+        passwordBox = driver.find_element(by=By.XPATH, value='/html/body/div/div/div[1]/div/form/div[3]/input[2]')
+        # Password here
+        passwordBox.send_keys('DementedBed123-')
+    except:
+        usernameBox = driver.find_element(by=By.CSS_SELECTOR, value='input.border-solid:nth-child(2)')
+        # Username here
+        usernameBox.send_keys('ct1234')
+        passwordBox = driver.find_element(by=By.CSS_SELECTOR, value='input.border-solid:nth-child(4)')
+        # Password here
+        passwordBox.send_keys('DementedBed123-')
+
+    input("Press ENTER AFTER phishing is completed (there is a captcha first and then an antiphishing check)\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, '/html/body/div/div/div[2]/div/div[2]')))
+
+
+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 = 'Abacus'
+    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 = []
+
+    # botnets and malware
+    links.append('http://abacuseeettcn3n2zxo7tqy5vsxhqpha2jtjqs7cgdjzl2jascr4liad.onion/search?fcats[]=475756f633d0cc71f0c868bd&cats=2&s_quick=1')
+    # # social engineering
+    # links.append(
+    #     'http://abacuseeettcn3n2zxo7tqy5vsxhqpha2jtjqs7cgdjzl2jascr4liad.onion/search?fcats[]=1c29a89f7a4022133cab877d&cats=2&s_quick=1')
+    # digital
+    links.append(
+        'http://abacuseeettcn3n2zxo7tqy5vsxhqpha2jtjqs7cgdjzl2jascr4liad.onion/search?fcats[]=475756f633d0cc71f0c868bd&cats=2&s_quick=1')
+    # # hacking
+    # links.append(
+    #     'http://abacuseeettcn3n2zxo7tqy5vsxhqpha2jtjqs7cgdjzl2jascr4liad.onion/search?fcats[]=a0773b3de70bdaca38acda2f&cats=2&s_quick=1')
+    # # carding
+    # links.append('http://abacuseeettcn3n2zxo7tqy5vsxhqpha2jtjqs7cgdjzl2jascr4liad.onion/search?fcats[]=1b17857dc74c11953df85c55&cats=2&s_quick=1
+
+    return links
+
+
+def crawlForum(driver):
+
+    print("Crawling the Abacus 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:
+                    print('waiting ten seconds to avoid ddos check')
+                    time.sleep(10)
+                    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:
+                        print(itemURL)
+                        print('waiting 5 sec to avoid ddos check')
+                        time.sleep(5)
+                        driver.get(itemURL)
+                    except:
+                        driver.refresh()
+                    savePage(driver, driver.page_source, item)
+                    print('waiting 20 seconds to avoid ddos check')
+                    time.sleep(20)
+                    driver.back()
+
+                    # comment out
+                    break
+
+                # # comment out
+                # if count == 3:
+                #     break
+
+                try:
+                    chev = driver.find_element(by=By.XPATH, value='/html/body/div/div/div[2]/div/div[3]/div[4]')
+                    a_tags = chev.find_elements(by=By.TAG_NAME, value='a')
+                    try:
+                        for a_tag in a_tags:
+                            try:
+                                temp = a_tag.find_element(by=By.CLASS_NAME, value='gg-chevron-right')
+                            except:
+                                temp = ''
+                            if temp:
+                                link = a_tag.get_attribute('href')
+                                print(link)
+                                if link == '#':
+                                    link = ''
+                                break
+                            else:
+                                link = ''
+                    except:
+                        try:
+                            a_tag = a_tags[-2].find_element(by=By.CLASS_NAME, value='gg-chevron-right').get_attribute('href')
+                            if a_tag:
+                                link = a_tag.get_attribute('href')
+                                if link == '#':
+                                    link = ''
+                                break
+                            else:
+                                link = ''
+                        except:
+                            link=''
+                    if link == "":
+                        raise NoSuchElementException
+                    count += 1
+
+                except NoSuchElementException:
+                    has_next_page = False
+
+        except Exception as e:
+            print(link, e)
+        i += 1
+
+    print("Crawling the Abacus market done.")
+
+
+# Returns 'True' if the link is Topic link, may need to change for every website
+def isDescriptionLink(url):
+    if 'listing' 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 'search' in url:
+        return True
+    return False
+
+
+def productPages(html):
+    soup = BeautifulSoup(html, "html.parser")
+    return abacus_links_parser(soup)
+
+
+def crawler():
+    startCrawling()

MarketPlaces/Abacus/parser.py

@@ -0,0 +1,228 @@
+__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 abacus_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
+
+    product_info = soup.find('div', {'class': '2xl:self-start w-full h-full'})
+    about_vendor = soup.find('div', {'class': 'px-0.5 py-1 flex flex-col items-center gap-2 text-[13px]'})
+
+    try:
+        ven_temp = about_vendor.find('div', {'class': 'flex items-center gap-0.5'}).find('a').text
+        ven_temp_list = ven_temp.split(' ')
+        if len(ven_temp_list) > 1:
+            ven_temp_list = ven_temp_list[:-1]
+        ven_temp = ' '.join(ven_temp_list)
+        vendor = cleanString(ven_temp.strip())
+    except:
+        vendor = '-1'
+    print(vendor)
+
+    success = "-1"
+
+    try:
+        rating = about_vendor.find('div', {'class':'font-bold rounded px-2'}).text
+        rating_list = rating.split(' ')
+        rating = rating_list[0]
+        rating = rating.replace('%', '')
+    except:
+        rating = '-1'
+    rating_vendor = rating
+    print(rating_vendor)
+
+    name = product_info.find('div', {'class': 'w-full flex gap-0.5 items-center border-solid border-0 border-border border-b group-hover:border-abacus2 text-sm font-bold justify-center 2xl:justify-start py-1 leading-tight'})
+    name = cleanString(name.strip())
+    try:
+        description = soup.find('div', {'class': 'hidden gap-2 flex-col w-0 p-3 anim anim-FadeIn'}).find('div', {'class':'text-xs w-full text-left text-black'}).text
+        description = cleanString(description.strip())
+    except:
+        description = '-1'
+    describe = 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
+
+
+    # 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 abacus_listing_parser(soup):
+
+    # Fields to be parsed
+    nm = 0  # *Total_Products (Should be Integer)
+    mktName = "Abacus"                     # 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
+
+    cat = soup.find('span', {"class": "btn btn-sm btn-outline-dark w-100 active"}).text
+    cat = cleanString(cat).strip()
+
+    listing = soup.find('div', {"class": 'card-body text-black text-left bg-dark'}).findAll('div', {"class": 'card mb-4 border-danger rounded-0'})
+
+    # Populating the Number of Products
+    nm = len(listing)
+
+    for a in listing:
+
+        category.append(cat)
+
+        # Adding the url to the list of urls
+        link = a.find('a', {'class': "badge badge-danger w-100 text-white"}).get('href')
+        link = cleanLink(link)
+        href.append(link)
+
+        # Finding the Product name
+        product = a.find('div', {"class": 'marquee-parent'}).find('div', {"class": "marquee-child"}).text
+        product = product.replace('\n', ' ')
+        product = product.replace(",", "")
+        product = product.replace("...", "")
+        product = product.strip()
+        name.append(product)
+
+        # Finding Product Image
+        product_image = a.find('img')
+        product_image = product_image.get('src')
+        product_image = product_image.split('base64,')[-1]
+        image.append(product_image)
+
+        # Finding Prices
+        price = a.findAll('a', {"class": "text-white"})[-1].text
+        price = price.replace("$","")
+        price = price.strip()
+        USD.append(price)
+
+        # Finding Item Rating
+        temp = a.find('small', {"class": "text-white"})
+        rating = len(temp.findAll('i', {"class": "fas fa-star"}))
+        half_stars = len(temp.findAll('i', {'class': "fas fa-star-half-alt"}))
+        if half_stars > 0:
+            rating += 0.5
+        rating_item.append(str(rating))
+
+        # Finding the Vendor
+        vendor_name = a.find('a', {"class": 'badge badge-dark w-100 text-white my-1'}).text
+        vendor_name = vendor_name.replace(",", "")
+        vendor_name = vendor_name.strip()
+        vendor.append(vendor_name)
+        image_vendor.append("-1")
+
+        # 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, 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 abacus_links_parser(soup):
+    # Returning all links that should be visited by the Crawler
+
+    href = []
+    listing = soup.findAll('div', {"class": "src-listing p-1 pb-0 flex flex-col justify-between w-full rounded-md border-solid border-[1px] !border-border !bg-white hover:!bg-hover hover:!border-abacus2 !mt-0"})
+
+    for a in listing:
+        link = a.find('a', href=True).get('href')
+        href.append(link)
+
+    return href

MarketPlaces/MGMGrand/crawler_selenium.py

@@ -0,0 +1,277 @@
+__author__ = 'DarkWeb'
+
+'''
+MGMGrand 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.MGMGrand.parser import mgm_links_parser
+from MarketPlaces.Utilities.utilities import cleanHTML
+
+counter = 1
+baseURL = 'http://duysanjqxo4svh35yqkxxe5r54z2xc5tjf6r3ichxd3m2rwcgabf44ad.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 = 'MGMGrand'
+    return name
+
+
+# Return the base link of the website
+def getFixedURL():
+    url = 'http://duysanjqxo4svh35yqkxxe5r54z2xc5tjf6r3ichxd3m2rwcgabf44ad.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):
+    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('blabri')
+    passwordBox = driver.find_element(by=By.XPATH, value='//*[@id="password"]')
+    # Password here
+    passwordBox.send_keys('fishowal')
+
+    input("Press ENTER when captcha is solved and you're logged in")
+
+    # Wait for the element to be visible
+    WebDriverWait(driver, 100).until(
+        EC.visibility_of_element_located((By.XPATH, '/html/body/div[2]/div[2]/a/span'))
+    )
+
+    # Find the element and click it
+    temp = driver.find_element(By.XPATH, '/html/body/div[2]/div[2]/a/span')
+    temp.click()
+
+
+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 = 'MGMGrand'
+    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 = []
+
+
+    # Carding
+    links.append('http://duysanjqxo4svh35yqkxxe5r54z2xc5tjf6r3ichxd3m2rwcgabf44ad.onion/category/c54f4d30-9060-11eb-be9c-630550815967')
+    # # softwares and malwares
+    # links.append('http://duysanjqxo4svh35yqkxxe5r54z2xc5tjf6r3ichxd3m2rwcgabf44ad.onion/category/6a211fa0-9062-11eb-b3bd-d7d946c69ce2')
+    # # social engineering tutorial
+    # links.append('http://duysanjqxo4svh35yqkxxe5r54z2xc5tjf6r3ichxd3m2rwcgabf44ad.onion/category/5596f690-9063-11eb-9ebb-6b44dbdbc454')
+    # # misc services
+    # links.append('http://duysanjqxo4svh35yqkxxe5r54z2xc5tjf6r3ichxd3m2rwcgabf44ad.onion/category/b212fe30-9063-11eb-a479-35581612f6c2')
+    # # hacking tutorials
+    # links.append('http://duysanjqxo4svh35yqkxxe5r54z2xc5tjf6r3ichxd3m2rwcgabf44ad.onion/category/2ed713f0-9063-11eb-bf9c-232fd3b49a98')
+    return links
+
+
+def crawlForum(driver):
+
+    print("Crawling the MGM 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 == 4:
+                #     break
+
+                try:
+                    li_tags = driver.find_element(by=By.CLASS_NAME, value='pagination mb-0').find_elements(by=By.TAG_NAME, value='li')
+                    a_tag = li_tags[-1].find_element(by=By.TAG_NAME, value='a')
+                    if a_tag:
+                        try:
+                            link = a_tag.get_attribute('href')
+                            print(link)
+                        except:
+                            link = ''
+                    if link == "":
+                        raise NoSuchElementException
+                    count += 1
+
+                except NoSuchElementException:
+                    has_next_page = False
+
+        except Exception as e:
+            print(link, e)
+        i += 1
+
+    print("Crawling the MGMGrand 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 'category' in url:
+        return True
+    return False
+
+
+def productPages(html):
+    soup = BeautifulSoup(html, "html.parser")
+    return mgm_links_parser(soup)
+
+
+def crawler():
+    startCrawling()

MarketPlaces/MGMGrand/parser.py

@@ -0,0 +1,250 @@
+__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 mgm_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
+
+    # Finding Product Name
+    divmb = soup.find('div', {'class': "col-md-12 my-2"})
+
+    name = divmb.find('span', {'class': "btn btn-sm btn-outline-dark w-100 active rounded-0"}).text
+    name = name.replace('\n', ' ')
+    name = name.replace(",", "")
+    name = name.strip()
+
+    box = soup.find('div', {'class': "col-md-7"}).find('span')
+    box = box.findAll('span', {'class': "btn btn-mgray btn-sm w-100 active border-danger"})
+
+    # Finding Vendor
+    vendor = soup.find('a', {'class': "btn btn-sm btn-mgray my-1 w-100 text-white"}).get('href')
+    vendor = vendor.split('otherParty=')[-1]
+    vendor = cleanString(vendor).strip()
+
+    # Finding Vendor Rating
+    temp = box[1]
+    rating_vendor = len(temp.findAll('i', {"class": "fas fa-star"}))
+    half_stars = len(temp.findAll('i', {'class': "fas fa-star-half-alt"}))
+    if half_stars > 0:
+        rating_vendor += 0.5
+
+    # Finding Successful Transactions
+    success = box[2].text
+    success = cleanNumbers(success).strip()
+
+    box2 = soup.find('div', {"class": "col-md-4 text-center"}).find('span', {"class": "text-left"}).findAll('span')
+
+    # Finding USD
+    USD = box2[0].text
+    USD = USD.replace('\n', '')
+    USD = USD.replace('$', '')
+    USD = USD.strip()
+
+    # Finding Vendor Image
+    vendor_image = soup.find('img', {"class": 'img-fluid'}).get('src')
+    vendor_image = vendor_image.split('base64,')[-1]
+
+    # Finding the Product description
+    temp = soup.find('div', {"class": 'row-md-12'}).find('div', {"class": 'col-md-4'})
+    cardbody = temp.find('textarea', {"class": 'disabled form-control form-control-sm w-100 bg-mgray text-white rounded-0 border-danger'})
+    describe = cleanString(cardbody.text).strip()
+
+    # Finding Product Image
+    image = soup.find('div', {"class": 'row-md-12'}).find('div', {"class": 'col-md-4 text-center'}).find('img')
+    if image is not None:
+        image = image.get('src')
+        image = image.split('base64,')[-1]
+    else:
+        image = "-1"
+
+    # 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 mgm_listing_parser(soup):
+
+    # Fields to be parsed
+    nm = 0  # *Total_Products (Should be Integer)
+    mktName = "Ares"                     # 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
+
+    cat = soup.find('span', {"class": "btn btn-sm btn-outline-dark w-100 active"}).text
+    cat = cleanString(cat).strip()
+
+    listing = soup.find('div', {"class": 'card-body text-black text-left bg-dark'}).findAll('div', {"class": 'card mb-4 border-danger rounded-0'})
+
+    # Populating the Number of Products
+    nm = len(listing)
+
+    for a in listing:
+
+        category.append(cat)
+
+        # Adding the url to the list of urls
+        link = a.find('a', {'class': "badge badge-danger w-100 text-white"}).get('href')
+        link = cleanLink(link)
+        href.append(link)
+
+        # Finding the Product name
+        product = a.find('div', {"class": 'marquee-parent'}).find('div', {"class": "marquee-child"}).text
+        product = product.replace('\n', ' ')
+        product = product.replace(",", "")
+        product = product.replace("...", "")
+        product = product.strip()
+        name.append(product)
+
+        # Finding Product Image
+        product_image = a.find('img')
+        product_image = product_image.get('src')
+        product_image = product_image.split('base64,')[-1]
+        image.append(product_image)
+
+        # Finding Prices
+        price = a.findAll('a', {"class": "text-white"})[-1].text
+        price = price.replace("$","")
+        price = price.strip()
+        USD.append(price)
+
+        # Finding Item Rating
+        temp = a.find('small', {"class": "text-white"})
+        rating = len(temp.findAll('i', {"class": "fas fa-star"}))
+        half_stars = len(temp.findAll('i', {'class': "fas fa-star-half-alt"}))
+        if half_stars > 0:
+            rating += 0.5
+        rating_item.append(str(rating))
+
+        # Finding the Vendor
+        vendor_name = a.find('a', {"class": 'badge badge-dark w-100 text-white my-1'}).text
+        vendor_name = vendor_name.replace(",", "")
+        vendor_name = vendor_name.strip()
+        vendor.append(vendor_name)
+
+        image_vendor.append("-1")
+
+        # 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, 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 mgm_links_parser(soup):
+    # Returning all links that should be visited by the Crawler
+
+    href = []
+    listing = soup.find('div', {"class": "list-products  columns-3"}).find_all('div', {'class':'product-item hover-shadow'})
+
+    for a in listing:
+        bae = a.findAll('a', href=True)
+
+        # Adding the url to the list of urls
+        link = bae[0].get('href')
+        href.append(link)
+
+    return href