khangtran
/
dark_web_forums


								__author__ = 'DarkWeb'


								# Here, we are importing the auxiliary functions to clean or convert data

								from typing import List, Tuple

								from MarketPlaces.Utilities.utilities import *


								# Here, we are importing BeautifulSoup to search through the HTML tree

								from bs4 import BeautifulSoup, ResultSet, Tag


								def thiefWorld_description_parser(soup: BeautifulSoup) -> Tuple:


								    # 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


								    name = soup.find("h1", {'class': 'title'}).text

								    name = cleanString(name.strip())


								    describe = soup.find('div', {'id': 'descriptionContent'}).text

								    describe = cleanString(describe.strip())


								    # Finding Product Image

								    image = soup.find('div', {'class': 'product_img_big'}).find('img')

								    image = image.get('src')

								    image = image.split('base64,')[-1]


								    commentListTag: Tag = soup.find('ul', {'class': 'comment_list scrollbar'})

								    commentList = commentListTag.find_all('li')

								    review = str(len(commentList))


								    citySelection: str = soup.find('ul', {'class': 'meta text-muted i_location'}).text

								    shipFrom = cleanString(citySelection.strip())


								    vendor = soup.find('h1', {'class': 'title over'}).text

								    vendor = cleanString(vendor.strip())


								    usdTag: Tag = soup.find('div', {'class': 'product_price__big'}).find('span')

								    usdText = usdTag.text.strip('/')[0]

								    # usdText format: "<value> USD " (i.e., "70 000 USD ")

								    USD = cleanString(usdText.replace("USD", "").strip())


								    ratingDiv = soup.find('div', {'class': 'rating_star'})

								    rating_vendor = ratingDiv.get('title').split(' ')[1]


								    rating_item = soup.find('div', {'class': 'product_rate'}).text

								    rating_item = rating_item.replace("rating", "")

								    rating_item = cleanString(rating_item.strip())


								    # Populating the final variable (this should be a list with all fields scraped)

								    row = (vendor, rating_vendor, success, name, describe, CVE, MS, category, views, reviews, rating_item, addDate,

								           BTC, USD, EURO, sold, left, shipFrom, shipTo, image, vendor_image)


								    # Sending the results

								    return row


								def thiefWorld_listing_parser(soup: BeautifulSoup):


								    # Fields to be parsed

								    nm = 0                                    # Total_Products (Should be Integer)

								    mktName = "ThiefWorld"                       # 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)

								    MS = []                                   # 6 Product_MS_Classification (Microsoft Security)

								    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


								    productList: ResultSet[Tag] = soup.find_all('div', {'class': 'catalog_item'})


								    nm = len(productList)


								    for product in productList:


								        productTitle: Tag = product.find('div', {'class': 'title'}).find('a')


								        productName = cleanString(productTitle.text.strip())

								        name.append(productName)


								        # Finding Product Image

								        product_image = product.find('noscript').find('img')

								        product_image = product_image.get('src')

								        product_image = product_image.split('base64,')[-1]

								        image.append(product_image)


								        productHref = productTitle.get('href')

								        href.append(productHref)


								        CVE.append('-1')

								        MS.append('-1')


								        cat = soup.find('calsys-cat').text

								        category.append(cat.strip())


								        productDescription = product.find('div', {'class': 'text'}).text

								        productDescription = cleanString(productDescription.strip())

								        describe.append(productDescription)


								        views.append('-1')

								        reviews.append('-1')

								        addDate.append('-1')

								        BTC.append('-1')


								        priceText = product.find('span', {'class': 'price'}).find('span').text

								        priceText = priceText.split('USD')[0]

								        priceText = cleanString(priceText.strip())

								        USD.append(priceText)


								        EURO.append('-1')

								        sold.append('-1')

								        qLeft.append('-1')

								        shipFrom.append('-1')

								        shipTo.append('-1')


								        productVendor = product.find('div', {'class': 'market over'}).find('a').text

								        productVendor = cleanString(productVendor.strip())

								        vendor.append(productVendor)


								        image_vendor.append('-1')


								        rating_vendor.append('-1')

								        #rating_item.append('-1')


								        rating = product.find('div', {'class': 'rating_star_yellow'}).attrs.get('style')

								        rating = rating.replace("width: ", "")

								        rating_item.append(cleanString(rating))


								        success.append('-1')


								    # Populate the final variable (this should be a list with all fields scraped)

								    return organizeProducts(mktName, nm, vendor, rating_vendor, success, name, CVE, MS, category, describe, views,

								                            reviews, rating_item, addDate, BTC, USD, EURO, sold, qLeft, shipFrom, shipTo, href, image, image_vendor)


								#called by the crawler to get description links on a listing page

								#@param: beautifulsoup object that is using the correct html page (listing page)

								#return: list of description links from a listing page

								def thiefworld_links_parser(soup):


								    # Returning all links that should be visited by the Crawler


								    href = []

								    listing = soup.find('div', {"class": "row tile__list tileitems_filter pad15 tileproduct__list"}).findAll('div', {"class": "desc"})


								    for a in listing:

								        bae = a.find('div', {"class": "title"}).find('a', href=True)

								        link = bae['href']

								        href.append(link)


								    return href