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__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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import re |
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# parses description pages, so takes html pages of description pages using soup object, and parses it for info it needs |
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# stores info it needs in different lists, these lists are returned after being organized |
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# @param: soup object looking at html page of description page |
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# return: 'row' that contains a variety of lists that each hold info on the description page |
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def vortex_description_parser(soup): |
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# Fields to be parsed |
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vendor = "-1" # 0 *Vendor_Name y |
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success = "-1" # 1 Vendor_Successful_Transactions n |
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rating_vendor = "-1" # 2 Vendor_Rating y |
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name = "-1" # 3 *Product_Name y |
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describe = "-1" # 4 Product_Description y |
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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 y |
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views = "-1" # 8 Product_Number_Of_Views y |
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reviews = "-1" # 9 Product_Number_Of_Reviews n |
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rating_item = "-1" # 10 Product_Rating n |
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addDate = "-1" # 11 Product_AddedDate y |
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BTC = "-1" # 12 Product_BTC_SellingPrice y |
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USD = "-1" # 13 Product_USD_SellingPrice y |
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EURO = "-1" # 14 Product_EURO_SellingPrice n |
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sold = "-1" # 15 Product_QuantitySold n |
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left = "-1" # 16 Product_QuantityLeft n |
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shipFrom = "-1" # 17 Product_ShippedFrom n |
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shipTo = "-1" # 18 Product_ShippedTo n |
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image = "-1" # 19 Product_Image n |
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vendor_image = "-1" # 20 Vendor_Image n |
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temp2 = soup.find('div', {'class', 'col-auto font-weight-bold'}) |
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# Finding Vendor - check |
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vendor = temp2.find('a').text |
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vendor = cleanString(vendor).strip() |
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# Finding Vendor Rating (bug in their system shows standard rating) |
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try: |
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rating_vendor = temp2.find('span', {'class': "badge badge-pill mr-2"}).text |
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rating_vendor = rating_vendor.replace('VendorLvl:', '') |
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except: |
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rating_vendor = '-1' |
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rating_vendor = cleanNumbers(rating_vendor).strip() |
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# Finding Product Name - check |
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name = soup.find('h3', {'class': "d-inline-block font-weight-bold"}).text |
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name = cleanString(name).strip() |
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# Finding Product description - check |
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try: |
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describe = soup.find('p', {'class': 'description pl-3 py-2 border rounded-3'}).text |
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describe = cleanString(describe).strip() |
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except: |
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describe = '-1' |
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# print(describe) |
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# Finding category - checl |
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div_category = soup.find('ol', {'class': "breadcrumb breadcrumb-navbar py-0 px-2 px-md-4 m-0 ml-2 mx-auto justify-content-center h-auto d-flex bg-transparent"}).find_all('li') |
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category = div_category[1].find('a').text |
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category = cleanString(category).strip() |
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# Product rating - check |
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try: |
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rating = temp2.find('span', {'class': 'text-success mr-2 py-1'}).text |
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rating = re.sub(r'[()+%]', '', rating) |
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except: |
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rating = '-1' |
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rating_item = cleanString(rating).strip() |
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# Finding BTC and USD/GOLD |
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div_price = soup.find('h5', {'class': "product-price"}).find('span', {'class', 'small product-price ml-2'}).text |
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div_price = div_price.split('|') |
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bit = div_price[0] |
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if 'btc' in bit: |
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bit = bit.replace('btc', '') |
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bit = cleanString(bit).strip() |
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BTC = bit |
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usd = div_price[2] |
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if 'usdt_tron' in usd: |
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usd = usd.replace('usdt_tron', '') |
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usd = cleanString(usd).strip() |
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USD = usd |
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left = soup.find('div', {'class', 'row mt-3'}).find('div', {'class', 'col-6 font-weight-bold'}).text |
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left = cleanString(left).strip() |
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try: |
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image = soup.find('li', {'class', 'carousel__slide'}).find('img').get('src').split('base64,')[-1] |
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except: |
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image = '-1' |
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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, image, vendor_image) |
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# Sending the results |
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return row |
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# parses listing pages, so takes html pages of listing pages using soup object, and parses it for info it needs |
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# stores info it needs in different lists, these lists are returned after being organized |
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# @param: soup object looking at html page of listing page |
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# return: 'row' that contains a variety of lists that each hold info on the listing page |
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def vortex_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 = "Vortex" # 0 *Marketplace_Name y |
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vendor = [] # 1 *Vendor y |
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rating_vendor = [] # 2 Vendor_Rating y |
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success = [] # 3 Vendor_Successful_Transactions n |
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name = [] # 4 *Product_Name y |
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CVE = [] # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) dont worry about this |
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MS = [] # 6 Product_MS_Classification (Microsoft Security) dont worry about this |
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category = [] # 7 Product_Category y |
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describe = [] # 8 Product_Description n |
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views = [] # 9 Product_Number_Of_Views y |
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reviews = [] # 10 Product_Number_Of_Reviews n |
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rating_item = [] # 11 Product_Rating n |
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addDate = [] # 12 Product_AddDate y |
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BTC = [] # 13 Product_BTC_SellingPrice y |
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USD = [] # 14 Product_USD_SellingPrice y |
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EURO = [] # 15 Product_EURO_SellingPrice n |
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sold = [] # 16 Product_QuantitySold n |
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qLeft = [] # 17 Product_QuantityLeft n |
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shipFrom = [] # 18 Product_ShippedFrom n |
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shipTo = [] # 19 Product_ShippedTo n |
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image = [] # 20 Product_Image n |
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image_vendor = [] # 21 Vendor_Image n |
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href = [] # 22 Product_Links y |
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temp = soup.find('main', {'id': 'main'}).find('section', {'id':'page_container'}) |
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listings = temp.findAll('div', {"class": "product-card col-sm-6 col-md-3 col-xl-4 mb-5"}) |
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cat = soup.find('section', {'class': 'row px-md-4 mx-0 mb-3'}).find('ol').find_all('li') |
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cat = cat[1].find('a').text |
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# Populating the Number of Products |
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nm = len(listings) |
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for listing in listings: |
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listing = listing.find('div', {'class': 'product-details'}) |
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# Finding vendor name - checked |
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vendor_name = listing.find('span', {'class': 'd-inline-block w-100 mb-1'}).find('a').text |
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if 'ships from' in vendor_name: |
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reg = re.compile(r'(.+?)\'s shop') |
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vendor_name = reg.match(vendor_name) |
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if vendor_name: |
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vendor_name = vendor_name.group(1) |
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vendor_name = vendor_name.replace('\'s shop', '') |
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vendor_name = vendor_name.strip() |
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vendor.append(vendor_name) |
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# Finding the vendor rating - checked |
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vendor_level = listing.find('span', {'class': "badge badge-pill mr-2 font-weight-normal"}).text |
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vendor_level = vendor_level.split(' ') |
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vendor_level = cleanNumbers(vendor_level[-1]) |
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rating_vendor.append(vendor_level) |
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# Finding the product name - checked |
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product_name = listing.find('h4').find('a').text |
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product_name = cleanString(product_name).strip() |
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name.append(product_name) |
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# Searching for CVE and MS categories |
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cve = listing.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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cee = cee.replace('\t', '') |
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cveValue = cee |
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CVE.append(cveValue) |
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ms = listing.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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# Finding the category - check |
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category_text = cleanString(cat).strip() |
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category.append(category_text) |
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# Finding the hrefs - check |
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description_link = listing.find('h4').find('a')['href'] |
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href.append(description_link) |
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# Finding the views - check |
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views_text = '-1' |
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views.append(views_text) |
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# Finding the date added |
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date = '-1' |
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# date = datetime.strptime(date, "%d-%m-%Y") |
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addDate.append(date) |
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# EURO |
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EURO.append('-1') |
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# Finding the BTC and USD/GOLD |
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try: |
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money = listing.find('div', {"class": 'w-100 small product-price mb-1 text-right'}).text |
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money = money.split('|') |
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if 'btc' in money[0]: |
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btc_price = money[0].replace('btc', '') |
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btc_price = cleanString(btc_price).strip() |
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except: |
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btc_price = '-1' |
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BTC.append(btc_price) |
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try: |
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if 'usd' in money[2]: |
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usd_price = money[2].strip().replace('usdt_tron', '') |
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usd_price = cleanString(usd_price).strip() |
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except: |
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usd_price = '-1' |
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USD.append(usd_price) |
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sold.append('-1') |
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qLeft.append('-1') |
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shipTo.append('-1') |
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shipf = listing.find('span', {'class': 'd-inline-block w-100 mb-1'}).find('a').text |
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if 'ships from' in shipf: |
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pattern = re.compile(r"ships from (.*)") |
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shipf = pattern.search(shipf) |
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if shipf: |
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shipf = shipf.group(1) |
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shipf = shipf.replace('ships from', '') |
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else: |
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shipf = '-1' |
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shipf = cleanString(shipf).strip() |
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shipFrom.append(shipf) |
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try: |
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temp = listing.find('p', {'class', 'w-100 mb-2'}).find('img').get('src').split('base64,')[-1] |
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except: |
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temp = '-1' |
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image.append(temp) |
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image_vendor.append('-1') |
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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, image, |
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image_vendor) |
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# called by the crawler to get description links on a listing page |
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# @param: beautifulsoup object that is using the correct html page (listing page) |
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# return: list of description links from a listing page |
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def vortex_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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listings = soup.find('main').findAll('div', {"class": "product-card col-sm-6 col-md-3 col-xl-4 mb-5"}) |
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for listing in listings: |
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# Adding the url to the list of urls |
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description_link = listing.find('h4').find('a')['href'] |
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href.append(description_link) |
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return href |