__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 # 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 bohemia_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('h1', {"style": "margin: 0; margin-bottom: 0.5em;"}).text name = name.replace('\n', ' ') name = name.replace(",", "") name = name.strip() # Finding Vendor vendor = soup.find('div', {"class": "user-photo"}).find_next_sibling('a').text vendor = vendor.strip() # Finding Vendor Rating rating_vendor = soup.find('span', {'class': "user-percent"}).text.strip() # Finding Users' Successful Transactions temp = '' success = soup.find('span', {'class': "smalltext shadow-text"}).text temp = success.split("|") success = str(temp[1]) success = success.strip() # Finding Prices prices = soup.find('div', {'class': "col-md-3 sidebar-navigation user-details"} ).find('div', {'class': "container text-left"}) USD = prices.find('h1').text.strip() BTC = prices.find('h1').find_next_sibling('h3').text BTC = BTC.replace("BTC", "") BTC = BTC.strip() detail_row = soup.find('div', {'class': "detail-container text-left"}).find_all('strong') # Finding the Product Category (there isnt a thing for it on the page # category = li[1].find('span', {'class': "tag is-dark"}).text.strip() # Finding the Product Quantity Available left = soup.find('div', {'class': "container detail-container text-left"}) left = left.find('div', {'class': "detail-row"}).text.replace('\n', '') left = left.split("Available Stock:") left = left[1].strip() # Finding Number Sold sold = detail_row[0].find_parent() sold = sold.text sold = sold.replace("Total Sold:", "") sold = sold.strip() # Finding Shipment Information (Origin) (There is no shipping information) '''if "Ships from:" in li[-2].text: shipFrom = li[-2].text shipFrom = shipFrom.replace("Ships from: ", "") # shipFrom = shipFrom.replace(",", "") shipFrom = shipFrom.strip()''' # Finding Shipment Information (Destination) (No shipping info '''shipTo = li[-1].find('div', {'title': "List of countries is scrollable"}).text shipTo = shipTo.replace("Ships to: ", "") shipTo = shipTo.strip() if "certain countries" in shipTo: countries = "" tags = li[-1].find_all('span', {'class': "tag"}) for tag in tags: country = tag.text.strip() countries += country + ", " shipTo = countries.strip(", ")''' # Finding the Product description describe = soup.find('div', {'class': "container feedback-container"}) describe = describe.find_next_sibling('div', {'class': "container"}).find('p').text describe = describe.replace("\n", " ") describe = describe.strip() # Finding the Number of Product Reviews review = detail_row[2].find_parent().text review = review.split("Based on") review = review[1].replace("ratings)", "").strip() # Searching for CVE and MS categories (cant find it) 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 # 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 bohemia_listing_parser(soup): # Fields to be parsed nm = 0 # *Total_Products (Should be Integer) mktName = "Bohemia" # 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": "product-link"}) # 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') link = cleanLink(link) href.append(link) # Finding the Product product = bae[0].text product = product.replace('\n', ' ') product = product.replace(",", "") product = product.replace("...", "") product = product.strip() name.append(product) bae = a.find('div', {'class': "container"}) # Finding Prices price = bae.find('div', {'class': "product-price"}).find('h2').text ud = price.replace("USD", " ") # u = ud.replace("$","") ud = ud.replace(",", "") ud = ud.strip() USD.append(ud) bc = bae.find('div', {'class': "product-price"}).find('span', {'class': "shadow-text smalltext boldtext"}).text bc = bc.replace("\n", "") bc = bc.split() bc = bc[0].replace("BTC", "").strip() BTC.append(bc) # Finding the Vendor vendor_name = bae.find('b').find('a').text vendor_name = vendor_name.strip() vendor.append(vendor_name) # Finding the Category cat = bae.find('span', {'class': "shadow-text smalltext"}).find('strong').text cat = cat.strip() category.append(cat) # Finding Number Sold and Quantity Left num = bae.find('div', {'class': "product-details-bottom"}).find('span').text num = num.replace("Sold", "") num = num.replace("times in total", "") num = num.strip() sold.append(num) quant = bae.find('div', {'class': "product-price"}).text quant = quant.replace("\n", "") quant = quant.split("Available") quant = quant[0].replace("Autoship", "").strip() qLeft.append(quant) # Finding Successful Transactions freq = bae.find('div', {'title': "Total Sales"}).find_parent().text.replace("\n", "") freq = freq.strip().split() freq = freq[-1].strip() success.append(freq) # find vendor rating rate = bae.find('b').find('strong').text.strip() rating_vendor.append(rate) # 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) # 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 bohemia_links_parser(soup): # Returning all links that should be visited by the Crawler href = [] temp = soup.find('div', {"class": "col-md-9 sidebar-content-right listing-content"}) temp = temp.find('div', {"class": "product-listing"}) listing = temp.findAll('div', {"class": "product-heading"}) for a in listing: bae = a.find('a', href=True) link = bae['href'] href.append(link) return href