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280 lines
9.2 KiB
280 lines
9.2 KiB
__author__ = 'DarkWeb'
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# Here, we are importing the auxiliary functions to clean or convert data
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from MarketPlaces.Utilities.utilities import *
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# Here, we are importing BeautifulSoup to search through the HTML tree
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from bs4 import BeautifulSoup
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# This is the method to parse the Description Pages (one page to each Product in the Listing Pages)
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def hiddenmarket_description_parser(soup):
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# Fields to be parsed
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vendor = "-1" # 0 *Vendor_Name
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success = "-1" # 1 Vendor_Successful_Transactions
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rating_vendor = "-1" # 2 Vendor_Rating
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name = "-1" # 3 *Product_Name
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describe = "-1" # 4 Product_Description
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CVE = "-1" # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures)
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MS = "-1" # 6 Product_MS_Classification (Microsoft Security)
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category = "-1" # 7 Product_Category
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views = "-1" # 8 Product_Number_Of_Views
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reviews = "-1" # 9 Product_Number_Of_Reviews
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rating_item = "-1" # 10 Product_Rating
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addDate = "-1" # 11 Product_AddedDate
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BTC = "-1" # 12 Product_BTC_SellingPrice
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USD = "-1" # 13 Product_USD_SellingPrice
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EURO = "-1" # 14 Product_EURO_SellingPrice
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sold = "-1" # 15 Product_QuantitySold
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left = "-1" # 16 Product_QuantityLeft
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shipFrom = "-1" # 17 Product_ShippedFrom
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shipTo = "-1" # 18 Product_ShippedTo
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bae = soup.find('div', {'class': "main"})
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# Finding Product Name
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name = bae.find('div', {'class': "heading"}).text
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name = name.replace('\n', ' ')
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name = name.replace(",", "")
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name = name.strip()
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mb = bae.find('div', {'class': "information"}).findAll('tr')
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# Finding Vendor
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vendor = mb[1].find('a').text
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vendor = vendor.replace(",", "")
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vendor = vendor.strip()
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# # Finding Vendor Rating
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# full_stars = bae[2].find_all('i', {'class': "fas fa-star"})
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# half_star = bae[2].find('i', {'class': "fas fa-star-half-alt"})
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# rating = len(full_stars) + (0.5 if half_star is not None else 0)
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# Finding Quantity Left
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temp = mb[-3].text
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left = temp.replace("Quantity in stock:", "")
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left = left.strip()
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# Finding USD
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USD = mb[0].text
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USD = USD.replace("Price:", "")
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USD = USD.replace("USD", "")
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USD = USD.strip()
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# Finding BTC
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# temp = bae.find('div', {"class": "small"}).text.split("BTC")
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# BTC = temp[0].strip()
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# Finding Shipment Information (Origin)
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shipFrom = mb[2].text
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shipFrom = shipFrom.replace("Seller location:", "")
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shipFrom = shipFrom.strip()
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# Finding Shipment Information (Destination)
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shipTo = mb[3].text
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shipTo = shipTo.replace("Ships to (seller):", "")
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shipTo = shipTo.strip()
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# Finding the Product description
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describe = bae.find('div', {"class": "twotabs"}).find('div', {'class': "tab1"}).text
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describe = describe.replace("\n", " ")
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describe = describe.replace("\r", " ")
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describe = describe.replace("-", " ")
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describe = describe.strip()
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# Finding the Product Category
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category = mb[-4].text
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category = category.replace("Category:", "")
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category = category.strip()
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#Finding the number of reviews
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reviews = bae.find_all('div', {'class': "heading"})
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reviews = reviews[-2].text
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reviews = reviews.replace("Comments (", "")
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reviews = reviews.replace(")", "")
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# Searching for CVE and MS categories
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cve = soup.findAll(text=re.compile('CVE-\d{4}-\d{4}'))
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if cve:
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CVE = " "
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for idx in cve:
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CVE += (idx)
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CVE += " "
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CVE = CVE.replace(',', ' ')
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CVE = CVE.replace('\n', '')
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ms = soup.findAll(text=re.compile('MS\d{2}-\d{3}'))
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if ms:
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MS = " "
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for im in ms:
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MS += (im)
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MS += " "
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MS = MS.replace(',', ' ')
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MS = MS.replace('\n', '')
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# Populating the final variable (this should be a list with all fields scraped)
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row = (vendor, rating_vendor, success, name, describe, CVE, MS, category, views, reviews, rating_item, addDate,
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BTC, USD, EURO, sold, left, shipFrom, shipTo)
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# Sending the results
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return row
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# This is the method to parse the Listing Pages
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def hiddenmarket_listing_parser(soup):
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# Fields to be parsed
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nm = 0 # *Total_Products (Should be Integer)
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mktName = "HiddenMarket" # 0 *Marketplace_Name
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vendor = [] # 1 *Vendor y
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rating_vendor = [] # 2 Vendor_Rating
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success = [] # 3 Vendor_Successful_Transactions
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name = [] # 4 *Product_Name y
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CVE = [] # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures)
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MS = [] # 6 Product_MS_Classification (Microsoft Security)
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category = [] # 7 Product_Category y
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describe = [] # 8 Product_Description
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views = [] # 9 Product_Number_Of_Views
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reviews = [] # 10 Product_Number_Of_Reviews
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rating_item = [] # 11 Product_Rating
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addDate = [] # 12 Product_AddDate
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BTC = [] # 13 Product_BTC_SellingPrice
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USD = [] # 14 Product_USD_SellingPrice y
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EURO = [] # 15 Product_EURO_SellingPrice
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sold = [] # 16 Product_QuantitySold
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qLeft = [] # 17 Product_QuantityLeft
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shipFrom = [] # 18 Product_ShippedFrom
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shipTo = [] # 19 Product_ShippedTo
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href = [] # 20 Product_Links
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listing = soup.findAll('div', {"class": "item"})
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# Populating the Number of Products
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nm = len(listing)
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# Finding Category
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# cat = soup.find("div", {'class': "heading"}).text
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# cat = cat.replace(",", "")
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# cat = cat.strip()
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for card in listing:
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# category.append(cat)
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# Adding the url to the list of urls
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link = card.find_all('a')
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link = link[1].get('href')
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href.append(link)
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# Finding Product Name
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product = card.next_sibling.find('div', {'class': "title"})
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product = product.text
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product = product.replace('\n', ' ')
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product = product.replace(",", "")
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product = product.strip()
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name.append(product)
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# Finding Vendor
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vendor_name = card.text
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vendor_name = vendor_name.replace(",", "")
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vendor_name = vendor_name.strip()
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vendor.append(vendor_name)
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# Finding USD
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usd = card.next_sibling.find('div', {"class": "buttons"}).find('div', {'class': "price"}).text
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usd = usd.replace("USD", "")
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usd = usd.strip()
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USD.append(usd)
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tb = card.next_sibling.find("div", {"class": "stats"})
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tb = tb.find_all('td')
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# Finding Reviews
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num = tb[-1].text
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num = num.strip()
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reviews.append(num)
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# Finding Views
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view = tb[-3].text.strip()
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views.append(view)
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# Finding Num of Sales
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sale = tb[-2].text.strip()
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sold.append(sale)
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# Finding Item Rating
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if num == '0':
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item_rating = '-1'
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else:
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item_rating = card.next_sibling.find('div', {'class': 'stats'}).find('div', {'class': "stars2"})
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item_rating = item_rating.get('style')
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item_rating = item_rating.replace("width:", "")
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item_rating = item_rating.replace("%", "")
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item_rating = (float(item_rating) * 5.0) / 100.0
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item_rating = "{:.{}f}".format(item_rating, 2)
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rating_item.append(item_rating)
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# Finding shipping info
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shipping = card.next_sibling.find('div', {'class': "shipping"}).text.split('>')
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# SHip from
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origin = shipping[0].strip()
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shipFrom.append(origin)
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#Ship to
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destination = shipping[1].strip()
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shipTo.append(destination)
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# Finding description (site only shows partial description on listing pages)
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# description = card.next_sibling.find('div', {'class': "description"}).text
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# description = description.replace("\n", " ")
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# description = description.replace("\r", " ")
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# description = description.replace("-", " ")
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# description = description.strip()
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# describe.append(description)
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# Searching for CVE and MS categories
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cve = card.findAll(text=re.compile('CVE-\d{4}-\d{4}'))
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if not cve:
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cveValue = "-1"
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else:
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cee = " "
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for idx in cve:
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cee += (idx)
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cee += " "
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cee = cee.replace(',', ' ')
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cee = cee.replace('\n', '')
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cveValue = cee
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CVE.append(cveValue)
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ms = card.findAll(text=re.compile('MS\d{2}-\d{3}'))
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if not ms:
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MSValue = "-1"
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else:
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me = " "
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for im in ms:
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me += (im)
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me += " "
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me = me.replace(',', ' ')
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me = me.replace('\n', '')
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MSValue = me
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MS.append(MSValue)
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# Populate the final variable (this should be a list with all fields scraped)
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return organizeProducts(mktName, nm, vendor, rating_vendor, success, name, CVE, MS, category, describe, views,
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reviews, rating_item, addDate, BTC, USD, EURO, sold, qLeft, shipFrom, shipTo, href)
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def hiddenmarket_links_parser(soup):
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# Returning all links that should be visited by the Crawler
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href = []
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listing = soup.findAll('div', {"class": "item"})
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for div in listing:
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link = div.findAll('a')
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link = link[1]
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link = link['href']
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href.append(link)
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return href
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