Merge branch 'gofish' into 'main'

Gofish See merge request dw9372422/dw_pipeline_test!12
1 year ago · bcef4631b0
--- a/MarketPlaces/GoFish/crawler_selenium.py
+++ b/MarketPlaces/GoFish/crawler_selenium.py
@ -1,8 +1,7 @@
 __author__ = 'DarkWeb'

 '''
 Go Fish market Crawler (Selenium)
 - this is a new marketplace and was up for only a few days, crawler has not been finished
 GoFish Marketplace Crawler (Selenium)
 '''

 from selenium import webdriver
@ -11,6 +10,7 @@ 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

@ -28,8 +28,7 @@ from MarketPlaces.Utilities.utilities import cleanHTML
 counter = 1
 baseURL = 'http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/'

 # Opens Tor Browser, crawls the website, then parses, then closes tor
 #acts like the main method for the crawler, another function at the end of this code calls this function later

 def startCrawling():
    mktName = getMKTName()
    driver = getAccess()
@ -46,21 +45,18 @@ def startCrawling():


 # Returns the name of the website
 #return: name of site in string type
 def getMKTName():
    name = 'GoFish'
    return name


 # Return the base link of the website
 #return: url of base site in string type
 def getFixedURL():
    url = 'http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/'
    return url


 # Closes Tor Browser
 #@param: current selenium driver
 def closeDriver(driver):
    # global pid
    # os.system("taskkill /pid " + str(pro.pid))
@ -110,7 +106,6 @@ def createFFDriver():


 #the driver 'gets' the url, attempting to get on the site, if it can't access return 'down'
 #return: return the selenium driver or string 'down'
 def getAccess():
    url = getFixedURL()
    driver = createFFDriver()
@ -122,14 +117,8 @@ def getAccess():
        return 'down'


 # Manual captcha solver, waits fora specific element so that the whole page loads, finds the input box, gets screenshot of captcha
 # then allows for manual solving of captcha in the terminal
 #@param: current selenium web driver
 def login(driver):

    # wait for  page to 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="username"]')))
    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='//*[@id="username"]')
@ -138,15 +127,16 @@ def login(driver):
    passwordBox = driver.find_element(by=By.XPATH, value='//*[@id="password"]')
    # Password here
    passwordBox.send_keys('DementedBed123-')
    # submit
    submit = driver.find_element(by=By.XPATH, value='/html/body/div[1]/div[2]/form/div[7]/input')
    submit.click()

    input("Press ENTER when CAPTCHA is completed and logged in\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[1]/div[3]/div[1]/div[3]/ul/div")))
        (By.XPATH, '/html/body/div/div[3]/div[2]/div[1]')))


 # Saves the crawled html page, makes the directory path for html pages if not made
 def savePage(driver, page, url):
    cleanPage = cleanHTML(driver, page)
    filePath = getFullPathName(url)
@ -155,8 +145,6 @@ def savePage(driver, page, url):
    return


 # Gets the full path of the page to be saved along with its appropriate file name
 #@param: raw url as crawler crawls through every site
 def getFullPathName(url):
    from MarketPlaces.Initialization.markets_mining import config, CURRENT_DATE

@ -169,38 +157,41 @@ def getFullPathName(url):
    return fullPath


 # Creates the file name from passed URL, gives distinct name if can't be made unique after cleaned
 #@param: raw url as crawler crawls through every site
 def getMKTName() -> str:
    name = 'GoFish'
    return name


 def getNameFromURL(url):
    global counter
    name = ''.join(e for e in url if e.isalnum())
    if (name == ''):
    if name == '':
        name = str(counter)
        counter = counter + 1
    return name


 # returns list of urls, here is where you can list the different urls of interest, the crawler runs through this list
 #in this example, there are a couple of categories some threads fall under such as
 # Guides and Tutorials, Digital Products, and Software and Malware
 #as you can see they are categories of products
 def getInterestedLinks():
    links = []

    # Hacking
    links.append('http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/?c=129')
    # Malware
    links.append('http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/?c=97')
    # Exploits
    # Hosting and Security
    # links.append('http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/?c=84')
    # Exploits and Kits
    links.append('http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/?c=107')
    # Botnets and Malware
    # links.append('http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/?c=97')
    # Other Software
    # links.append('http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/?c=108')
    # Hacking Guide
    # links.append('http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/?c=129')
    # Fraud (mostly carding)
    # links.append('http://gofishbybookb4a2kvviuygmwjqfxx7nqsovweogs2cxvqvexhe7edyd.onion/?c=128')

    return links


 # gets links of interest to crawl through, iterates through list, where each link is clicked and crawled through
 #topic and description pages are crawled through here, where both types of pages are saved
 #@param: selenium driver
 def crawlForum(driver):

    print("Crawling the GoFish market")

    linksToCrawl = getInterestedLinks()
@ -220,8 +211,8 @@ def crawlForum(driver):
                    driver.refresh()
                html = driver.page_source
                savePage(driver, html, link)

                list = productPages(html)

                for item in list:
                    itemURL = urlparse.urljoin(baseURL, str(item))
                    try:
@ -229,20 +220,20 @@ def crawlForum(driver):
                    except:
                        driver.refresh()
                    savePage(driver, driver.page_source, item)
                    time.sleep(3)
                    driver.back()

                    # comment out
                    break
                    # break

                # comment out
                if count == 1:
                    break
                # if count == 1:
                    # break

                try:
                    link = driver.find_element(by=By.LINK_TEXT, value='Next ›').get_attribute('href')
                    link = driver.find_element(by=By.XPATH, value='/html/body/div/div[3]/div[2]/div[2]/nav/ul/li[3]/a').get_attribute('href')
                    if link == "":
                        raise NoSuchElementException
                    link = urlparse.urljoin(baseURL, str(link))
                    count += 1

                except NoSuchElementException:
@ -252,30 +243,23 @@ def crawlForum(driver):
            print(link, e)
        i += 1

    print("Crawling the GoFishMarket done.")
    print("Crawling the GoFish market done.")


 # Returns 'True' if the link is a description link
 #@param: url of any url crawled
 #return: true if is a description page, false if not
 # Returns 'True' if the link is Topic link, may need to change for every website
 def isDescriptionLink(url):
    if 'c' in url:
    if 'a=' in url:
        return True
    return False


 # Returns True if the link is a listingPage link
 #@param: url of any url crawled
 #return: true if is a Listing page, false if not
 # Returns True if the link is a listingPage link, may need to change for every website
 def isListingLink(url):
    if 'a' in url:
    if 'c=' in url:
        return True
    return False


 # calling the parser to define the links, the html is the url of a link from the list of interested link list
 #@param: link from interested link list ie. getInterestingLinks()
 #return: list of description links that should be crawled through
 def productPages(html):
    soup = BeautifulSoup(html, "html.parser")
    return gofish_links_parser(soup)
@ -283,4 +267,3 @@ def productPages(html):

 def crawler():
    startCrawling()
    # print("Crawling and Parsing BestCardingWorld .... DONE!")
--- a/MarketPlaces/GoFish/parser.py
+++ b/MarketPlaces/GoFish/parser.py
@ -2,326 +2,303 @@ __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
 # 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 gofish_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) dont worry about that much
    MS = "-1"  # 6 Product_MS_Classification (Microsoft Security) dont worry about that much
    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

    #vendor name
    try:
        temp = soup.find('div', {'class': 'box rounded mb-0'}).find('a').text
        vendor = (cleanString(temp.strip()))
    except:
        vendor = "-1"

    #successful transaction
    try:
        temp = soup.findAll('div', {'class','text-center text-truncate column-flex ml-1 mr-1'}) #card sidebar-menu mb-4 card sidebar-menu mb-4
        temp2 = temp[1].findAll('span', {'class', 'float-right font-weight-bold'})
        temp = temp2[1].text
        success = (temp.strip())
    except:
        print("success")


    #vendor rating 5
    try:
        temp = soup.findAll('div', {'class', 'text-center text-truncate column-flex ml-1 mr-1'})  # card sidebar-menu mb-4 card sidebar-menu mb-4
        temp2 = temp[1].findAll('span', {'class', 'float-right font-weight-bold'})
        temp = temp2[5].text
        rating_vendor = (cleanString(temp.strip()))
    except:
        print("product")

    # product name
    try:
        temp = soup.find('h3', {'class', 'h3 rounded card-title'}).find('span').text
        name = (cleanString(temp.strip()))
    except:
        temp = soup.find('h3', {'class', 'h3 rounded card-title'}).find('span').find("div").text
        name = (cleanString(temp.strip()))

    # product description
    describe = soup.find('div', {'class': "box rounded flex-fill"}).find('pre').text
    if "\n" in describe:
        describe = describe.replace("\n", " ")
        describe = describe.replace("\r", " ")
    describe = cleanString(describe.strip())

    CVE = "-1"  # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) dont worry about that much
    MS = "-1"  # 6 Product_MS_Classification (Microsoft Security) dont worry about that much

    # product category
    try:
        temp = soup.findAll('table', {'class', 'table table-hover'})
        temp2 = temp[1].find('tr').findAll('td')
        temp = temp2[1].text
        category = cleanString(temp.strip())
    except:
        temp = soup.find('table', {'class', 'table table-hover'})
        temp2 = temp.find('tbody').find('tr').findAll('td')
        temp = temp2[1].text
        category = cleanString(temp.strip())

    # product number of view
    try:
        temp = soup.find('div', {'class', 'box rounded mb-0'})
        temp2 = temp.findAll('i')
        temp = temp2[2].text
        views = cleanString((temp.strip()))
    except:
        print('Product number of view')

    reviews = "-1"  # 9 Product_Number_Of_Reviews
    rating_item = "-1"  # 10 Product_Rating
    addDate = "-1"  # 11 Product_AddedDate

    #BTC selling price box box-rounded mt-2
    try:
        temp = soup.find('div', {'class', 'box box-rounded mt-2'})
        temp2 = temp.findAll('i', {'class', 'float-right color-prices'})
        temp = temp2[1].text
        BTC = cleanString((temp.strip()))
    except:
        try:
            temp = soup.find('div', {'class', 'box box-rounded'})
            temp2 = temp.findAll('span', {'class', 'float-right color-prices'})
            temp = temp2[1].text
            BTC = cleanString((temp.strip()))
        except:
            print("BTC")


    # USD selling price
    try:
        temp = soup.find('div', {'class', 'box box-rounded mt-2'})
        temp2 = temp.findAll('center')
        temp = temp2[1].find('i').text
        if "$" in temp:
            temp = temp.replace("$", "")
        USD = cleanString((temp.strip()))
    except:
        try:
            temp = soup.find('div', {'class', 'box box-rounded'})
            temp2 = temp.findAll('center')
            temp = temp2[1].find('span').text
            if "$" in temp:
                temp = temp.replace("$", "")
            USD = cleanString((temp.strip()))
        except:
            print("USD")

    EURO = "-1"  # 14 Product_EURO_SellingPrice


   # product sold
    try:
        temp = soup.find('div', {'class', 'box rounded mb-0'})  # card sidebar-menu mb-4 card sidebar-menu mb-4
        temp2 = temp.find('i')
        temp = temp2.text
        sold = (cleanString(temp.strip()))
        # sold = "-1"
    except:
        print("product sold")

    # product quantatiy left  ###ERRROR
    try:
        temp = soup.findAll('table', {'class', 'table table-hover'})
        temp2 = temp[1].findAll('tr')
        temp3 = temp2[1].findAll('td')
        temp = temp3[1].text
        left = cleanString(temp.strip())
    except:
        temp = soup.find('table', {'class', 'table table-hover'})
        temp2 = temp.findAll('tr')
        temp3 = temp2[1].findAll('td')
        temp = temp3[1].text
        left = cleanString(temp.strip())


    shipFrom = "-1"  # 17 Product_ShippedFrom
    shipTo = "-1"  # 18 Product_ShippedTo

    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': "p-3 mb-1 fs-3 fw-bold border border-2 bg-white rounded"})
    if divmb is None:
        divmb = soup.find('div', {'class': "p-3 mb-1 fs-4 fw-bold border border-2 bg-white rounded"})

    name = divmb.text
    name = name.replace('\n', ' ')
    name = name.replace('\r', ' ')
    name = name.replace('\t', ' ')
    name = name.replace(",", "")
    name = name.strip()

    # Finding Vendor
    vendor = soup.find('div', {'class': 'my-1'}).find('a').text.strip()

    # Finding Vendor Rating
    # temp = soup.find('div', {'class': ""}).text
    # temp = temp.split('(')
    # rating = temp[0].replace("Vendor's Review : ", "")
    # rating = rating.replace("%", "")
    # rating_vendor = rating.strip()

    # Finding the Product Rating and Number of Product Reviews
    # reviews = temp[2].replace(" review)", "")
    # reviews = reviews.strip()

    # temp = temp[1].split(")")
    # rating = temp[1].replace("Product Review : ", "")
    # rating = rating.replace("%", "")
    # rating_item = rating.strip()

    # Finding Prices
    precios = soup.findAll('td', {'class': "text-end text-nowrap"})
    USD = precios[0].text.strip().replace('$', '')

    # 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)
    origin = soup.findAll('div', {'class': "p-3 mt-2 mb-3 border border-2 bg-white rounded"})
    remove = origin[0].find('span').text.strip()
    origin = origin[0].text.strip()
    origin = origin.replace(remove, '')

    shipFrom = origin.strip()

    # Finding Shipment Information (Destination)
    dest = soup.findAll('div', {'class': 'p-3 mb-3 overflow-auto border border-2 bg-white rounded'})
    dest = dest[-1].text.strip()
    dest = dest.replace('[', '')
    dest = dest.replace(']', '')

    shipTo = dest[1:].strip()

    # Finding the Product description
    cardbody = soup.findAll('div', {'class': "p-3 mb-3 overflow-auto border border-2 bg-white rounded"})
    describe = cardbody[0].text
    describe = describe.replace('\n', ' ')
    describe = describe.strip()

    # Finding Product Image
    img = soup.findAll('figure', {'class': 'image-feature'})[0]
    image = img.find('img', {'class': 'image-block rounded'})
    image = image.get('src')
    image = image.split('base64,')[-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)
           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
 # 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 gofish_listing_parser(soup):

    # Fields to be parsed
    nm = 0  # *Total_Products (Should be Integer)
    mktName = "GoFish"  # 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
    href = []  # 20 Product_Links

    listing = soup.findAll('div', {"class": "card mt-1"})
    mktName = "GoFish"                     # 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

    listing = soup.find('tbody', {"class": "border border-2 align-middle"}).findAll('tr')

    # Populating the Number of Products
    nm = len(listing)

    for a in listing:
        bae = a.findAll('a', href=True)

        # vendor
        try:
            temp = a.find('div', {'class','col-5 justify-content-between mx-auto'}).find('a').text
            vendor.append(cleanString(temp.strip()))
        except:
            print('vendor')

        #vendor rating


        #successful transactions CHECK AGAIN HERE
        try:
            success.append("-1")
        except:
            print('successful transactions')

        # product name
        try:
            temp = a.find('h5', {'class','card-title rounded text-truncate'}).find('a').text
            name.append(cleanString(temp.strip()))
        except:
            print('product name')


        CVE.append('-1')
        MS.append('-1')
        rating_vendor.append('-1')

        # product category
        try:
            temp = soup.find('div', {'class', 'card-sidebar-menu box mb-2 flex-column'}).find('h3').find('span').text
            if "Search Results for: " in temp:
                temp = temp.replace("Search Results for: ", "")
            category.append(cleanString(temp.strip()))

        except:
            print("Error in product category")

        describe.append('-1')

        # product views
        try:
            temp = a.find('h6',{'class', 'card-subtitle mb-1 text-muted text-truncate'})
            temp2 = temp.find('i').text
            views.append(cleanString(temp2.strip()))
        except:
            print("Error in views")

        reviews.append('-1')  # 10 Product_Number_Of_Reviews
        rating_item.append('-1')  # 11 Product_Rating
        addDate.append('-1')  # 12 Product_AddDate

        # BTC
        try:
            temp = a.find('div', {'class', 'col-3 justify-content-between mx-auto'})
            temp2 = temp.findAll('p')
            temp = temp2[1].text
            BTC.append(cleanString(temp.strip()))
        except:
            print("BTC")

        #USD ERROR get rid of $
        try:
            temp = a.find('div', {'class', 'col-12 justify-content-between mx-auto'}).find('i').text
            if '$' in temp:
                temp = temp.replace("$", "")
            USD.append(cleanString(temp.strip()))  # 14 Product_USD_SellingPrice
        except:
            print("USD")

        EURO.append("-1")  # 15 Product_EURO_SellingPrice

        #product sold
        try:
            temp = a.find('div', {'class', 'col-12 mx-auto text-truncate text-center flex-fill'}).findAll('p', {'class', 'card-text mb-0'})
            temp2 = temp[1].find('i').text
            sold.append(cleanString(temp2.strip()))
        except:
            print("product sold")

        qLeft.append('-1')  # 17 Product_QuantityLeft
        shipFrom.append('-1')  # 18 Product_ShippedFrom
        shipTo.append('-1')  # 19 Product_ShippedTo

        #href
        try:
            temp = a.find('h5', {'class', 'card-title rounded text-truncate'}).find('a').get('href')
            href.append(temp)  # 20 Product_Links
        except:
            print("href")
        # Adding the url to the list of urls
        link = bae[0].get('href')
        href.append(link)

        # Finding the Product
        product = bae[1].text
        product = product.replace('\n', ' ')
        product = product.replace(",", "")
        product = product.replace("...", "")
        product = product.strip()
        name.append(product)

        # Finding Product Image
        product_image = bae[0].find('img')
        product_image = product_image.get('src')
        product_image = product_image.split('base64,')[-1]
        image.append(product_image)

        # Finding Prices
        price = a.find('span', {"class": "fw-bold text-nowrap"}).text
        price = price.replace("$","")
        price = price.strip()
        USD.append(price)

        # Finding the Vendor
        vendor_name = bae[-1].text
        vendor_name = vendor_name.replace(",", "")
        vendor_name = vendor_name.strip()
        vendor.append(vendor_name)

        image_vendor.append("-1")

        # Finding the Category
        # cat = lb[-1].find("span").text
        # cat = cat.replace("class:", "")
        # cat = cat.strip()
        # category.append(cat)

        # span = lb[0].findAll("span")

        # Finding Number of Views
        # num = span[0].text
        # num = num.replace("views:", "")
        # num = num.strip()
        # sold.append(num)

        # Finding Number Sold
        # num = span[2].text
        # num = num.replace("Sold:", "")
        # num = num.strip()
        # sold.append(num)

        # Finding Quantity Left
        # quant = span[1].text
        # quant = quant.replace("stock:", "")
        # quant = quant.strip()
        # qLeft.append(quant)

        # add shipping information
        # ship = lb[2].findAll('small')[1].findAll('span')[1].text.split("->")
        # shipFrom.append(ship[0].replace("Ship from ", "").strip())
        # shipTo.append(ship[1].replace("to ", "").strip())


        # 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)
                            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 gofish_links_parser(soup):

 # 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 gofish_links_parser(soup):
    # Returning all links that should be visited by the Crawler

    href = []
    listing = soup.findAll('div', {"class": "card mt-1"})
    listing = soup.find('tbody', {'class': 'border border-2 align-middle'})
    listing = soup.findAll('tr')
    listing = listing[1:]
    # 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.find('a',  href=True)#card-title rounded text-truncate
        link = bae['href']
        bae = a.findAll('a', href=True)

        # Adding the url to the list of urls
        link = bae[0].get('href')
        href.append(link)

    return href
--- a/MarketPlaces/Initialization/marketsList.txt
+++ b/MarketPlaces/Initialization/marketsList.txt
@ -1 +1 @@
 TheDarkMarket
 GoFish
--- a/MarketPlaces/Initialization/markets_mining.py
+++ b/MarketPlaces/Initialization/markets_mining.py
@ -22,6 +22,7 @@ from MarketPlaces.Quest.crawler_selenium import crawler as crawlerQuest
 from MarketPlaces.Ares.crawler_selenium import crawler as crawlerAres
 from MarketPlaces.Bohemia.crawler_selenium import crawler as crawlerBohemia
 from MarketPlaces.TheDarkMarket.crawler_selenium import crawler as crawlerTheDarkMarket
 from MarketPlaces.GoFish.crawler_selenium import crawler as crawlerGoFish

 import configparser
 import os
@ -83,7 +84,7 @@ def opentor():

 if __name__ == '__main__':

    # opentor()
    opentor()

    mktsList = getMarkets()

@ -127,6 +128,8 @@ if __name__ == '__main__':
            crawlerQuest()
        elif mkt == "Ares":
            crawlerAres()
        elif mkt == "GoFish":
            crawlerGoFish()
        elif mkt == "TheDarkMarket":
            crawlerTheDarkMarket()

--- a/MarketPlaces/Initialization/prepare_parser.py
+++ b/MarketPlaces/Initialization/prepare_parser.py
@ -10,7 +10,6 @@ from psycopg2.extras import RealDictCursor
 from MarketPlaces.DB_Connection.db_connection import *
 from MarketPlaces.DarkFox.parser import *
 from MarketPlaces.AnonymousMarketplace.parser import *
 from MarketPlaces.TheDarkMarket.parser import *
 from MarketPlaces.ViceCity.parser import *
 from MarketPlaces.M00nkeyMarket.parser import *
 from MarketPlaces.MikesGrandStore.parser import *
@ -19,10 +18,8 @@ from MarketPlaces.CityMarket.parser import *
 from MarketPlaces.DarkBazar.parser import *
 from MarketPlaces.Sonanza.parser import *
 from MarketPlaces.Kingdom.parser import *
 from MarketPlaces.BlackPyramid.parser import *
 from MarketPlaces.Quest.parser import *
 from MarketPlaces.Ares.parser import *
 from MarketPlaces.CypherMarketplace.parser import *
 from MarketPlaces.GoFish.parser import *

 from MarketPlaces.Classifier.classify_product import predict

@ -146,15 +143,8 @@ def parse_listing(marketPlace, listingFile, soup, createLog, logFile):
            rw = sonanza_listing_parser(soup)
        elif marketPlace == "Kingdom":
            rw = kingdom_listing_parser(soup)
        elif marketPlace == "BlackPyramid":
            rw = blackpyramid_listing_parser(soup)
        elif marketPlace == "Quest":
            rw = quest_listing_parser(soup)
        elif marketPlace == "CypherMarketplace":
            rw = cyphermarketplace_listing_parser(soup)
        elif marketPlace == "TheDarkMarket":
            rw = darkmarket_listing_parser(soup)
            
        elif marketPlace == "GoFish":
            rw = gofish_listing_parser(soup)
        else:
            print("MISSING CALL TO LISTING PARSER IN PREPARE_PARSER.PY!")
            raise Exception
@ -197,14 +187,8 @@ def parse_description(marketPlace, descriptionFile, soup, createLog, logFile):
            rmm = sonanza_description_parser(soup)
        elif marketPlace == "Kingdom":
            rmm = kingdom_description_parser(soup)
        elif marketPlace == "BlackPyramid":
            rmm = blackpyramid_description_parser(soup)
        elif marketPlace == "Quest":
            rmm = quest_description_parser(soup)
        elif marketPlace == "CypherMarketplace":
            rmm = cyphermarketplace_description_parser(soup)
        elif marketPlace == "TheDarkMarket":
            rmm = darkmarket_description_parser(soup)
        elif marketPlace == "GoFish":
            rmm = gofish_description_parser(soup)
        else:
            print("MISSING CALL TO DESCRIPTION PARSER IN PREPARE_PARSER.PY!")
            raise Exception
@ -313,12 +297,12 @@ def new_parse(marketPlace, url, createLog):
        moveDescriptionError = False
        findDescriptionError = False

        rw = []       
        rw = []

        if doParseListing:

            rw = parse_listing(marketPlace, listingFile, listingSoup, createLog, logFile)
            

            doDescription = rw is not None

        if doDescription:
@ -328,12 +312,12 @@ def new_parse(marketPlace, url, createLog):
            for rec in rw:

                rec = rec.split(',')
                

                descriptionPattern = cleanLink(rec[22]) + ".html"

                # Reading the associated description Html Pages
                descriptions = glob.glob(os.path.join(mainDir, CURRENT_DATE + "\\Description", descriptionPattern))
                

                nFound += len(descriptions)

                for descriptionIndex, descriptionFile in enumerate(descriptions):