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@ -7,99 +7,124 @@ from MarketPlaces.Utilities.utilities import * |
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from bs4 import BeautifulSoup |
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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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# 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 ares_description_parser(soup): |
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def ares_description_parser(soup): |
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# Fields to be parsed |
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# Fields to be parsed |
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vendor = "-1" # 0 *Vendor_Name |
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vendor = "-1" # 0 *Vendor_Name |
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success = "-1" # 1 Vendor_Successful_Transactions |
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success = "-1" # 1 Vendor_Successful_Transactions |
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rating_vendor = "-1" # 2 Vendor_Rating |
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rating_vendor = "-1" # 2 Vendor_Rating |
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name = "-1" # 3 *Product_Name |
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name = "-1" # 3 *Product_Name |
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describe = "-1" # 4 Product_Description |
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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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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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MS = "-1" # 6 Product_MS_Classification (Microsoft Security) |
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category = "-1" # 7 Product_Category |
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category = "-1" # 7 Product_Category |
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views = "-1" # 8 Product_Number_Of_Views |
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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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reviews = "-1" # 9 Product_Number_Of_Reviews |
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rating_item = "-1" # 10 Product_Rating |
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rating_item = "-1" # 10 Product_Rating |
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addDate = "-1" # 11 Product_AddedDate |
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addDate = "-1" # 11 Product_AddedDate |
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BTC = "-1" # 12 Product_BTC_SellingPrice |
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BTC = "-1" # 12 Product_BTC_SellingPrice |
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USD = "-1" # 13 Product_USD_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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EURO = "-1" # 14 Product_EURO_SellingPrice |
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sold = "-1" # 15 Product_QuantitySold |
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sold = "-1" # 15 Product_QuantitySold |
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left = "-1" # 16 Product_QuantityLeft |
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left = "-1" # 16 Product_QuantityLeft |
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shipFrom = "-1" # 17 Product_ShippedFrom |
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shipFrom = "-1" # 17 Product_ShippedFrom |
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shipTo = "-1" # 18 Product_ShippedTo |
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shipTo = "-1" # 18 Product_ShippedTo |
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image = "-1" # 19 Product_Image |
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vendor_image = "-1" # 20 Vendor_Image |
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# Finding Product Name |
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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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divmb = soup.find('div', {'class': "col-md-12 my-2"}) |
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name = divmb.find('span', {'class': "btn btn-sm btn-outline-dark w-100 active rounded-0"}).text |
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name = name.replace('\n', ' ') |
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name = name.replace('\n', ' ') |
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name = name.replace(",", "") |
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name = name.replace(",", "") |
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name = name.strip() |
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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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box = soup.find('div', {'class': "col-md-7"}).find('span') |
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box = box.findAll('span', {'class': "btn btn-mgray btn-sm w-100 active border-danger"}) |
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# Finding Vendor |
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# Finding Vendor |
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vendor = bae[0].text |
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vendor = soup.find('a', {'class': "btn btn-sm btn-mgray my-1 w-100 text-white"}).get('href') |
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vendor = vendor.replace(",", "") |
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vendor = vendor.split('otherParty=')[-1].strip() |
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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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# Finding Vendor Rating |
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full_stars = bae[2].find_all('i', {'class': "fas fa-star"}) |
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temp = box[1] |
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half_star = bae[2].find('i', {'class': "fas fa-star-half-alt"}) |
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stars = len(temp.findAll('i', {"class": "fas fa-star"})) |
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rating_vendor = len(full_stars) + (0.5 if half_star is not None else 0) |
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half_stars = len(temp.findAll('i', {'class': "fas fa-star-half-alt"})) |
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rating_vendor = str(((stars - half_stars)/5) * 100) |
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# Finding the Product Rating and Number of Product Reviews |
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# reviews = temp[2].replace(" review)", "") |
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# reviews = reviews.strip() |
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# |
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# temp = temp[1].split(")") |
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# rating = temp[1].replace("Product Review : ", "") |
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# rating = rating.replace("%", "") |
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# rating_item = rating.strip() |
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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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box2 = soup.find('div', {"class": "col-md-4 text-center"}).find('span', {"class": "text-left"}).findAll('span') |
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# Finding Prices |
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# Finding Prices |
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USD = bae[0].text |
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price = box2[0].text |
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USD = USD.replace("\n$", "") |
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price = price.replace("$", "") |
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price = price.replace('\n', '') |
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price = price.strip() |
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currency = box2[2].find('i').get('class') |
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if 'bitcoin' in currency: |
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BTC = price |
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elif 'USD' in currency: |
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USD = price |
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elif 'monero' in currency: |
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USD = (str(int(price) * 170.97)) |
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USD = box2[0].text |
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USD = USD.replace('\n', '') |
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USD = USD.replace('$', '') |
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USD = USD.strip() |
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USD = USD.strip() |
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shipping_info = bae[4].text |
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# Finding Vendor Image |
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if "Digital" not in shipping_info: |
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vendor_image = soup.find('img', {"class": 'img-fluid'}).get('src') |
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shipping_info = shipping_info.split(" ") |
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vendor_image = vendor_image.split('base64,')[-1] |
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# Finding the Product Category |
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# pmb = soup.findAll('p', {'class': "mb-1"}) |
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# category = pmb[-1].text |
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# category = category.replace("Category: ", "").strip() |
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# Finding Shipment Information (Origin) |
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# Finding the Product Quantity Available |
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shipFrom = shipping_info[0].strip() |
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# left = divmb[-1].text |
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# left = left.split(",", 1)[1] |
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# left = left.replace("in stock", "") |
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# left = left.strip() |
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# Finding Shipment Information (Destination) |
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# Finding Number Sold |
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shipTo = shipping_info[1].strip() |
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# sold = divmb[-1].text |
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# sold = sold.split(",", 1)[0] |
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# sold = sold.replace("sold", "") |
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# sold = sold.strip() |
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bae = soup.find_all('textarea') |
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# Finding Shipment Information (Origin) |
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# pmb[0].text |
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# shipFrom = shipFrom.replace("Ships from: ", "").strip() |
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# Finding Shipment Information (Destination) |
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# pmb[1].text |
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# shipTo = shipTo.replace("Ships to: ", "").strip() |
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# Finding the Product description |
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# Finding the Product description |
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describe = bae[0].text |
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cardbody = soup.find('div', {"class": 'row-md-12'}).find('div', {"class": 'col-md-4'}).find('textarea', {"class": 'disabled form-control form-control-sm w-100 bg-mgray text-white rounded-0 border-danger'}) |
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describe = describe.replace("\n", " ") |
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describe = cardbody.text.strip() |
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describe = describe.replace("\r", " ") |
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# Finding Product Image |
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describe = describe.strip() |
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image = soup.find('div', {"class": 'row-md-12'}).find('div', {"class": 'col-md-4 text-center'}).find('img') |
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image = image.get('src') |
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# Finding the Terms and Conditions |
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image = image.split('base64,')[-1] |
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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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# 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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cve = soup.findAll(text=re.compile('CVE-\d{4}-\d{4}')) |
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@ -121,69 +146,125 @@ def ares_description_parser(soup): |
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# Populating the final variable (this should be a list with all fields scraped) |
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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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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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BTC, USD, EURO, sold, left, shipFrom, shipTo, image, vendor_image) |
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# Sending the results |
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# Sending the results |
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return row |
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return row |
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# This is the method to parse the Listing Pages |
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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 ares_listing_parser(soup): |
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def ares_listing_parser(soup): |
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# Fields to be parsed |
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# Fields to be parsed |
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nm = 0 # *Total_Products (Should be Integer) |
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nm = 0 # *Total_Products (Should be Integer) |
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mktName = "Ares" # 0 *Marketplace_Name |
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mktName = "Ares" # 0 *Marketplace_Name |
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vendor = [] # 1 *Vendor |
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vendor = [] # 1 *Vendor y |
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rating_vendor = [] # 2 Vendor_Rating |
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rating_vendor = [] # 2 Vendor_Rating |
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success = [] # 3 Vendor_Successful_Transactions |
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success = [] # 3 Vendor_Successful_Transactions |
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name = [] # 4 *Product_Name |
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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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CVE = [] # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) dont worry about this |
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MS = [] # 6 Product_MS_Classification (Microsoft Security) |
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MS = [] # 6 Product_MS_Classification (Microsoft Security) dont worry about this |
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category = [] # 7 Product_Category |
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category = [] # 7 Product_Category y |
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describe = [] # 8 Product_Description |
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describe = [] # 8 Product_Description |
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views = [] # 9 Product_Number_Of_Views |
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views = [] # 9 Product_Number_Of_Views |
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reviews = [] # 10 Product_Number_Of_Reviews |
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reviews = [] # 10 Product_Number_Of_Reviews |
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rating_item = [] # 11 Product_Rating |
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rating_item = [] # 11 Product_Rating |
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addDate = [] # 12 Product_AddDate |
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addDate = [] # 12 Product_AddDate |
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BTC = [] # 13 Product_BTC_SellingPrice |
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BTC = [] # 13 Product_BTC_SellingPrice |
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USD = [] # 14 Product_USD_SellingPrice |
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USD = [] # 14 Product_USD_SellingPrice y |
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EURO = [] # 15 Product_EURO_SellingPrice |
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EURO = [] # 15 Product_EURO_SellingPrice |
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sold = [] # 16 Product_QuantitySold |
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sold = [] # 16 Product_QuantitySold |
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qLeft = [] # 17 Product_QuantityLeft |
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qLeft = [] # 17 Product_QuantityLeft |
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shipFrom = [] # 18 Product_ShippedFrom |
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shipFrom = [] # 18 Product_ShippedFrom |
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shipTo = [] # 19 Product_ShippedTo |
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shipTo = [] # 19 Product_ShippedTo |
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href = [] # 20 Product_Links |
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image = [] # 20 Product_Image |
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image_vendor = [] # 21 Vendor_Image |
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listing = soup.findAll('div', {"class": "col-md-4 my-md-0 my-2 col-12"}) |
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href = [] # 22 Product_Links |
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listing = soup.find('div', {"class": 'card-body text-black text-left bg-dark'}).findAll('div', {"class": 'card mb-4 border-danger rounded-0'}) |
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# Populating the Number of Products |
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# Populating the Number of Products |
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nm = len(listing) |
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nm = len(listing) |
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for a in 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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# Adding the url to the list of urls |
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link = bae[0].get('href') |
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link = a.find('a', {'class': "badge badge-danger w-100 text-white"}).get('href') |
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link = cleanLink(link) |
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link = cleanLink(link) |
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href.append(link) |
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href.append(link) |
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# Finding the Product name |
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product = a.find('div', {"class": 'marquee-parent'}).find('div', {"class": "marquee-child"}).text |
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product = product.replace('\n', ' ') |
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product = product.replace(",", "") |
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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 Product Image |
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product_image = a.find('img') |
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product_image = product_image.get('src') |
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product_image = product_image.split('base64,')[-1] |
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image.append(product_image) |
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# Finding Prices |
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price = a.findAll('a', {"class": "text-white"})[-1].text |
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price = price.replace("$","") |
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price = price.strip() |
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currency = a.find('div', {"class": 'card-header bg-mgray rounded-0'}).findAll('i')[1] |
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if 'bitcoin' in currency.get('class'): |
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BTC.append(price) |
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elif 'USD' in currency.get('class'): |
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USD.append(price) |
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elif 'monero' in currency.get('class'): |
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USD.append(str(int(price) * 170.97)) |
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# Finding the Vendor |
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# Finding the Vendor |
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vendor_name = bae[1].text |
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vendor_name = a.find('a', {"class": 'badge badge-dark w-100 text-white my-1'}).text |
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vendor_name = vendor_name.replace(",", "") |
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vendor_name = vendor_name.replace(",", "") |
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vendor_name = vendor_name.strip() |
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vendor_name = vendor_name.strip() |
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vendor.append(vendor_name) |
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vendor.append(vendor_name) |
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# Finding the Product |
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image_vendor.append("-1") |
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product = bae[2].find('img').get('alt') |
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# Finding the Category |
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product = product.replace('\n', ' ') |
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# cat = lb[-1].find("span").text |
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product = product.replace(",", "") |
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# cat = cat.replace("class:", "") |
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product = product.strip() |
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# cat = cat.strip() |
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name.append(product) |
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# category.append(cat) |
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# Finding Number of Views |
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# num = span[0].text |
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# num = num.replace("views:", "") |
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# num = num.strip() |
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# sold.append(num) |
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# Finding Number Sold |
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# num = span[2].text |
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# num = num.replace("Sold:", "") |
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# num = num.strip() |
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# sold.append(num) |
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# Finding Quantity Left |
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# quant = span[1].text |
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# quant = quant.replace("stock:", "") |
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# quant = quant.strip() |
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# qLeft.append(quant) |
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# add shipping information |
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# ship = lb[2].findAll('small')[1].findAll('span')[1].text.split("->") |
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# shipFrom.append(ship[0].replace("Ship from ", "").strip()) |
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# shipTo.append(ship[1].replace("to ", "").strip()) |
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# Searching for CVE and MS categories |
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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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cve = a.findAll(text=re.compile('CVE-\d{4}-\d{4}')) |
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if not cve: |
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if not cve: |
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cveValue="-1" |
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cveValue = "-1" |
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else: |
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else: |
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cee = " " |
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cee = " " |
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for idx in cve: |
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for idx in cve: |
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@ -191,12 +272,12 @@ def ares_listing_parser(soup): |
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cee += " " |
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cee += " " |
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cee = cee.replace(',', ' ') |
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cee = cee.replace(',', ' ') |
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cee = cee.replace('\n', '') |
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cee = cee.replace('\n', '') |
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cveValue=cee |
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cveValue = cee |
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CVE.append(cveValue) |
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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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ms = a.findAll(text=re.compile('MS\d{2}-\d{3}')) |
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if not ms: |
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if not ms: |
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MSValue="-1" |
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MSValue = "-1" |
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else: |
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else: |
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me = " " |
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me = " " |
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for im in ms: |
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for im in ms: |
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@ -204,24 +285,33 @@ def ares_listing_parser(soup): |
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me += " " |
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me += " " |
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me = me.replace(',', ' ') |
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me = me.replace(',', ' ') |
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me = me.replace('\n', '') |
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me = me.replace('\n', '') |
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MSValue=me |
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|
MSValue = me |
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MS.append(MSValue) |
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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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# 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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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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reviews, rating_item, addDate, BTC, USD, EURO, sold, qLeft, shipFrom, shipTo, href, image, 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 |
|
|
def ares_links_parser(soup): |
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|
def ares_links_parser(soup): |
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# Returning all links that should be visited by the Crawler |
|
|
# Returning all links that should be visited by the Crawler |
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|
|
href = [] |
|
|
href = [] |
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|
|
listing = soup.findAll('div', {"class": "col-md-4 my-md-0 my-2 col-12"}) |
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|
listing = soup.findAll('a', {"class": "btn btn-success w-100 my-1"}) |
|
|
# for a in listing: |
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|
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|
|
# bae = a.find('a', {"class": "text-info"}, href=True) |
|
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|
|
# link = bae['href'] |
|
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|
|
# href.append(link) |
|
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|
|
for a in listing: |
|
|
for a in listing: |
|
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|
|
bae = a.findAll('a', href=True) |
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|
link = a['href'] |
|
|
# Adding the url to the list of urls |
|
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|
|
link = bae[0].get('href') |
|
|
href.append(link) |
|
|
href.append(link) |
|
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|
return href |
|
|
return href |
westernmeadow
1 year ago