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227 lines
8.2 KiB
227 lines
8.2 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 ares_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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# Finding Product Name
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name = soup.find('div', {'class': "col-md-12 my-2"}).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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bae = soup.find('div', {'class': "col-md-7"}).find('span').find_all('span')
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# Finding Vendor
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vendor = bae[0].text
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vendor = vendor.replace(",", "")
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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_vendor = len(full_stars) + (0.5 if half_star is not None else 0)
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# Finding Successful Transactions
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success = bae[4].text
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success = success.replace("Sales ", "")
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success = success.strip()
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bae = soup.find('span', {'class': "text-left"}).find_all('span')
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# Finding Prices
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USD = bae[0].text
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USD = USD.replace("\n$", "")
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USD = USD.strip()
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shipping_info = bae[4].text
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if "Digital" not in shipping_info:
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shipping_info = shipping_info.split(" ")
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# Finding Shipment Information (Origin)
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shipFrom = shipping_info[0].strip()
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# Finding Shipment Information (Destination)
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shipTo = shipping_info[1].strip()
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bae = soup.find_all('textarea')
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# Finding the Product description
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describe = bae[0].text
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describe = describe.replace("\n", " ")
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describe = describe.replace("\r", " ")
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describe = describe.strip()
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# Finding the Terms and Conditions
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terms = bae[1].text
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terms = terms.replace("\n", " ")
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terms = terms.strip()
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'''
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# Finding the Number of Product Reviews
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tag = soup.findAll(text=re.compile('Reviews'))
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for index in tag:
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reviews = index
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par = reviews.find('(')
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if par >=0:
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reviews = reviews.replace("Reviews (","")
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reviews = reviews.replace(")","")
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reviews = reviews.split(",")
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review = str(abs(int(reviews[0])) + abs(int(reviews[1])))
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else :
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review = "-1"
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'''
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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 ares_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 = "Ares" # 0 *Marketplace_Name
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vendor = [] # 1 *Vendor
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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
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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
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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
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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": "col-md-4 my-md-0 my-2 col-12"})
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# Populating the Number of Products
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nm = len(listing)
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for a in listing:
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bae = a.findAll('a', href=True)
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# Adding the url to the list of urls
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link = bae[0].get('href')
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link = cleanLink(link)
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href.append(link)
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# Finding the Vendor
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vendor_name = bae[1].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 the Product
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product = bae[2].find('img').get('alt')
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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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# Searching for CVE and MS categories
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cve = a.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 = a.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 ares_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('a', {"class": "btn btn-success w-100 my-1"})
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for a in listing:
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link = a['href']
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href.append(link)
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return href
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