__author__ = 'DarkWeb' import re # 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 # This is the method to parse the Description Pages (one page to each Product in the Listing Pages) def vicecity_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 # Finding Product Name name = soup.find('div', {'class': "listing_info"}).find('div', {'class': "listing_right"}) name = name.find('span', {'style': "font-size:18px;font-weight: bold;color: #fff"}).text name = name.replace('\n', ' ') name = name.replace(",", "") name = name.strip() # Finding Vendor vendor = soup.find('div', {'class': "listing_info"}) vendor = vendor.find('div', {'class': "listing_right"}) numbers = vendor.find('a').find('span').text vendor = vendor.find('a').text vendor = vendor.replace(numbers, "").strip() # removes numbers at the end of vendor name # Finding Vendor Rating rating = soup.find('div', {'class': "listing_info"}).find('div', {'class': "listing_right"}).find('a').get('title') rating = re.search(r"\d+%", rating) rating_vendor = rating.group(0).strip() # Finding Quantity Sold and Left # temp = mb[4].text.split(',') # # sold = temp[0].replace("sold", "") # sold = sold.strip() # # left = temp[1].replace("in stock", "") # left = left.strip() # Finding Successful Transactions success = soup.find('div', {'class': "listing_info"}).find('div', {'class': "listing_right"}).find('a').get('title') success = re.search(r"\d+(?= sales)", success) success = success.group(0).strip() bae = soup.find('pre') # Finding USD USD = bae.find('span').text USD = re.search(r"\$\d+(?:\.\d+)?", USD).group(0) USD = USD.replace("$", "").strip() # Finding BTC BTC = bae.find_all('span') BTC = re.search(r"\d+(?:\.\d+)?", BTC[1].text).group(0) BTC = BTC.strip() # Finding the Product Category category = soup.find('div', {'class': "listing_info"}).find('div', {'class': "listing_right"}) category = category.find('span', {'style': "font-size:15px;color: #a1a1a1"}).text category = category.replace("Category:", "").strip() li = bae.find_all('span') # Finding Shipment Information (Origin) shipFrom = li[-4].text.strip() # Finding Shipment Information (Destination) shipTo = li[-2].text.strip() # Finding the Product description describe = soup.find('p', { 'style': "width:705px;margin-left:-305px;background-color: #242424;border-radius: 3px;border: 1px solid #373737;padding: 5px;"}).text describe = describe.replace("\n", " ") describe = describe.strip() # Finding the Number of Product Reviews li = soup.find_all('label', {'class': "tc_label threetabs"}) review = li[1].text review = re.search(r"\d+", review) if review: reviews = review.group(0).strip() else: reviews = '0' # 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) # Sending the results return row # This is the method to parse the Listing Pages def vicecity_listing_parser(soup): # Fields to be parsed nm = 0 # *Total_Products (Should be Integer) mktName = "ViceCity" # 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 href = [] # 20 Product_Links listing = soup.findAll('div', {"class": "wLf"}) # should be 30 # Populating the Number of Products nm = len(listing) # # Finding Category # cat = soup.find("div", {"class": "col-9"}) # cat = cat.find("h2").text # cat = cat.replace("Category: ", "") # cat = cat.replace(",", "") # cat = cat.strip() for a in listing: # category.append(cat) # bae = card.findAll('a') # Adding the url to the list of urls link = a.find('div', {"class": "wLfLeft"}).find('a', href=True).get('href') link = cleanLink(link) href.append(link) # Finding the Product Name product = a.find('div', {"class": "wLfName"}).find('a').text product = product.replace('\n', ' ') product = product.replace(",", "") product = product.replace("...", "") product = product.strip() name.append(product) # Finding the Vendor vendor_name = a.find('div', {"class": "wLfVendor"}).find('a').text addedNums = a.find('div', {"class": "wLfVendor"}).find('a').find('span').text # finds numbers added at end vendor_name = vendor_name.replace(",", "") vendor_name = vendor_name.replace(addedNums, "") # removes numbers added at end vendor_name = vendor_name.strip() vendor.append(vendor_name) # Finding Prices price = a.find('div', {"class": "wLfPrice"}).find_all('span') ud = price[0].text.replace(" USD", " ") # u = ud.replace("$","") ud = ud.replace(",", "") u = ud.replace(price[1].text, "") u = u.strip() USD.append(u) bc = price[1].text bc = re.search(r"\d+(?:\.\d+)?", bc).group(0).strip() BTC.append(bc) # # Finding Reviews # num = card.find("span", {"class": "rate-count"}).text # num = num.replace("(", "") # num = num.replace("review)", "") # num = num.replace("reviews)", "") # num = num.strip() # reviews.append(num) # Finding Successful Transactions freq = a.find('div', {"class": "wLfVendor"}).find('a').get('title') freq = re.search(r'\d+(?= sales)', freq).group(0) freq = freq.strip() success.append(freq) # Finding Ship from and ship to place = a.find('div', {"class": "wLfPrice"}) place = place.find('span', {'style': "font-size: 12px;"}).text place = place.split('⟶') varFrom = place[0].strip() varTo = place[1].strip() if varFrom == "WW": varFrom = "Worldwide" if varTo == "WW": varTo = "Worldwide" shipFrom.append(varFrom) shipTo.append(varTo) # 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) def vicecity_links_parser(soup): # Returning all links that should be visited by the Crawler href = [] listing = soup.findAll('div', {"class": "wLf"}) for a in listing: bae = a.find('div', {"class": "wLfLeft"}).find('a', href=True) link = bae['href'] href.append(link) return href