__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 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) 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, 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 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 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) # 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, 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): # Returning all links that should be visited by the Crawler href = [] 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.findAll('a', href=True) # Adding the url to the list of urls link = bae[0].get('href') href.append(link) return href