__author__ = 'DarkWeb' # Here, we are importing the auxiliary functions to clean or convert data from MarketPlaces.Utilities.utilities import * # Here, we are importing BeautifulSoup to search through the HTML tree from bs4 import BeautifulSoup import re # parses description pages, so takes html pages of description pages using soup object, and parses it for info it needs # stores info it needs in different lists, these lists are returned after being organized # @param: soup object looking at html page of description page # return: 'row' that contains a variety of lists that each hold info on the description page def vortex_description_parser(soup): # Fields to be parsed vendor = "-1" # 0 *Vendor_Name y success = "-1" # 1 Vendor_Successful_Transactions n rating_vendor = "-1" # 2 Vendor_Rating y name = "-1" # 3 *Product_Name y describe = "-1" # 4 Product_Description y CVE = "-1" # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) MS = "-1" # 6 Product_MS_Classification (Microsoft Security) category = "-1" # 7 Product_Category y views = "-1" # 8 Product_Number_Of_Views y reviews = "-1" # 9 Product_Number_Of_Reviews n rating_item = "-1" # 10 Product_Rating n addDate = "-1" # 11 Product_AddedDate y BTC = "-1" # 12 Product_BTC_SellingPrice y USD = "-1" # 13 Product_USD_SellingPrice y EURO = "-1" # 14 Product_EURO_SellingPrice n sold = "-1" # 15 Product_QuantitySold n left = "-1" # 16 Product_QuantityLeft n shipFrom = "-1" # 17 Product_ShippedFrom n shipTo = "-1" # 18 Product_ShippedTo n image = "-1" # 19 Product_Image n vendor_image = "-1" # 20 Vendor_Image n temp2 = soup.find('div', {'class', 'col-auto font-weight-bold'}) # Finding Vendor - check vendor = temp2.find('a').text vendor = cleanString(vendor).strip() # Finding Vendor Rating (bug in their system shows standard rating) try: rating_vendor = temp2.find('span', {'class': "badge badge-pill mr-2"}).text rating_vendor = rating_vendor.replace('VendorLvl:', '') except: rating_vendor = '-1' rating_vendor = cleanNumbers(rating_vendor).strip() # Finding Product Name - check name = soup.find('h3', {'class': "d-inline-block font-weight-bold"}).text name = cleanString(name).strip() # Finding Product description - check try: describe = soup.find('p', {'class': 'description pl-3 py-2 border rounded-3'}).text describe = cleanString(describe).strip() except: describe = '-1' # print(describe) # Finding category - checl div_category = soup.find('ol', {'class': "breadcrumb breadcrumb-navbar py-0 px-2 px-md-4 m-0 ml-2 mx-auto justify-content-center h-auto d-flex bg-transparent"}).find_all('li') category = div_category[1].find('a').text category = cleanString(category).strip() # Product rating - check try: rating = temp2.find('span', {'class': 'text-success mr-2 py-1'}).text rating = re.sub(r'[()+%]', '', rating) except: rating = '-1' rating_item = cleanString(rating).strip() # Finding BTC and USD/GOLD div_price = soup.find('h5', {'class': "product-price"}).find('span', {'class', 'small product-price ml-2'}).text div_price = div_price.split('|') bit = div_price[0] if 'btc' in bit: bit = bit.replace('btc', '') bit = cleanString(bit).strip() BTC = bit usd = div_price[2] if 'usdt_tron' in usd: usd = usd.replace('usdt_tron', '') usd = cleanString(usd).strip() USD = usd left = soup.find('div', {'class', 'row mt-3'}).find('div', {'class', 'col-6 font-weight-bold'}).text left = cleanString(left).strip() try: image = soup.find('li', {'class', 'carousel__slide'}).find('img').get('src').split('base64,')[-1] except: image = '-1' # Populating the final variable (this should be a list with all fields scraped) row = (vendor, rating_vendor, success, name, describe, CVE, MS, category, views, reviews, rating_item, addDate, BTC, USD, EURO, sold, left, shipFrom, shipTo, image, vendor_image) # Sending the results return row # parses listing pages, so takes html pages of listing pages using soup object, and parses it for info it needs # stores info it needs in different lists, these lists are returned after being organized # @param: soup object looking at html page of listing page # return: 'row' that contains a variety of lists that each hold info on the listing page def vortex_listing_parser(soup): # Fields to be parsed nm = 0 # *Total_Products (Should be Integer) mktName = "Vortex" # 0 *Marketplace_Name y vendor = [] # 1 *Vendor y rating_vendor = [] # 2 Vendor_Rating y success = [] # 3 Vendor_Successful_Transactions n name = [] # 4 *Product_Name y CVE = [] # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) dont worry about this MS = [] # 6 Product_MS_Classification (Microsoft Security) dont worry about this category = [] # 7 Product_Category y describe = [] # 8 Product_Description n views = [] # 9 Product_Number_Of_Views y reviews = [] # 10 Product_Number_Of_Reviews n rating_item = [] # 11 Product_Rating n addDate = [] # 12 Product_AddDate y BTC = [] # 13 Product_BTC_SellingPrice y USD = [] # 14 Product_USD_SellingPrice y EURO = [] # 15 Product_EURO_SellingPrice n sold = [] # 16 Product_QuantitySold n qLeft = [] # 17 Product_QuantityLeft n shipFrom = [] # 18 Product_ShippedFrom n shipTo = [] # 19 Product_ShippedTo n image = [] # 20 Product_Image n image_vendor = [] # 21 Vendor_Image n href = [] # 22 Product_Links y temp = soup.find('main', {'id': 'main'}).find('section', {'id':'page_container'}) listings = temp.findAll('div', {"class": "product-card col-sm-6 col-md-3 col-xl-4 mb-5"}) cat = soup.find('section', {'class': 'row px-md-4 mx-0 mb-3'}).find('ol').find_all('li') cat = cat[1].find('a').text # Populating the Number of Products nm = len(listings) for listing in listings: listing = listing.find('div', {'class': 'product-details'}) # Finding vendor name - checked vendor_name = listing.find('span', {'class': 'd-inline-block w-100 mb-1'}).find('a').text if 'ships from' in vendor_name: reg = re.compile(r'(.+?)\'s shop') vendor_name = reg.match(vendor_name) if vendor_name: vendor_name = vendor_name.group(1) vendor_name = vendor_name.replace('\'s shop', '') vendor_name = vendor_name.strip() vendor.append(vendor_name) # Finding the vendor rating - checked vendor_level = listing.find('span', {'class': "badge badge-pill mr-2 font-weight-normal"}).text vendor_level = vendor_level.split(' ') vendor_level = cleanNumbers(vendor_level[-1]) rating_vendor.append(vendor_level) # Finding the product name - checked product_name = listing.find('h4').find('a').text product_name = cleanString(product_name).strip() name.append(product_name) # Searching for CVE and MS categories cve = listing.findAll(text=re.compile('CVE-\d{4}-\d{4}')) if not cve: cveValue = "-1" else: cee = " " for idx in cve: cee += (idx) cee += " " cee = cee.replace(',', ' ') cee = cee.replace('\n', '') cee = cee.replace('\t', '') cveValue = cee CVE.append(cveValue) ms = listing.findAll(text=re.compile('MS\d{2}-\d{3}')) if not ms: MSValue = "-1" else: me = " " for im in ms: me += (im) me += " " me = me.replace(',', ' ') me = me.replace('\n', '') MSValue = me MS.append(MSValue) # Finding the category - check category_text = cleanString(cat).strip() category.append(category_text) # Finding the hrefs - check description_link = listing.find('h4').find('a')['href'] href.append(description_link) # Finding the views - check views_text = '-1' views.append(views_text) # Finding the date added date = '-1' # date = datetime.strptime(date, "%d-%m-%Y") addDate.append(date) # EURO EURO.append('-1') # Finding the BTC and USD/GOLD try: money = listing.find('div', {"class": 'w-100 small product-price mb-1 text-right'}).text money = money.split('|') if 'btc' in money[0]: btc_price = money[0].replace('btc', '') btc_price = cleanString(btc_price).strip() except: btc_price = '-1' BTC.append(btc_price) try: if 'usd' in money[2]: usd_price = money[2].strip().replace('usdt_tron', '') usd_price = cleanString(usd_price).strip() except: usd_price = '-1' USD.append(usd_price) sold.append('-1') qLeft.append('-1') shipTo.append('-1') shipf = listing.find('span', {'class': 'd-inline-block w-100 mb-1'}).find('a').text if 'ships from' in shipf: pattern = re.compile(r"ships from (.*)") shipf = pattern.search(shipf) if shipf: shipf = shipf.group(1) shipf = shipf.replace('ships from', '') else: shipf = '-1' shipf = cleanString(shipf).strip() shipFrom.append(shipf) try: temp = listing.find('p', {'class', 'w-100 mb-2'}).find('img').get('src').split('base64,')[-1] except: temp = '-1' image.append(temp) image_vendor.append('-1') # Populate the final variable (this should be a list with all fields scraped) return organizeProducts(mktName, nm, vendor, rating_vendor, success, name, CVE, MS, category, describe, views, reviews, rating_item, addDate, BTC, USD, EURO, sold, qLeft, shipFrom, shipTo, href, image, image_vendor) # called by the crawler to get description links on a listing page # @param: beautifulsoup object that is using the correct html page (listing page) # return: list of description links from a listing page def vortex_links_parser(soup): # Returning all links that should be visited by the Crawler href = [] listings = soup.find('main').findAll('div', {"class": "product-card col-sm-6 col-md-3 col-xl-4 mb-5"}) for listing in listings: # Adding the url to the list of urls description_link = listing.find('h4').find('a')['href'] href.append(description_link) return href