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Added incomplete parser for abacus manually

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LynnTaka 8 months ago
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1 changed files with 228 additions and 0 deletions
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      MarketPlaces/Abacus/parser.py

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MarketPlaces/Abacus/parser.py View File

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__author__ = 'DarkWeb'
# Here, we are importing the auxiliary functions to clean or convert data
from MarketPlaces.Utilities.utilities import *
# Here, we are importing BeautifulSoup to search through the HTML tree
from bs4 import BeautifulSoup
# parses description pages, so takes html pages of description pages using soup object, and parses it for info it needs
# stores info it needs in different lists, these lists are returned after being organized
# @param: soup object looking at html page of description page
# return: 'row' that contains a variety of lists that each hold info on the description page
def abacus_description_parser(soup):
# Fields to be parsed
vendor = "-1" # 0 *Vendor_Name
success = "-1" # 1 Vendor_Successful_Transactions
rating_vendor = "-1" # 2 Vendor_Rating
name = "-1" # 3 *Product_Name
describe = "-1" # 4 Product_Description
CVE = "-1" # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures)
MS = "-1" # 6 Product_MS_Classification (Microsoft Security)
category = "-1" # 7 Product_Category
views = "-1" # 8 Product_Number_Of_Views
reviews = "-1" # 9 Product_Number_Of_Reviews
rating_item = "-1" # 10 Product_Rating
addDate = "-1" # 11 Product_AddedDate
BTC = "-1" # 12 Product_BTC_SellingPrice
USD = "-1" # 13 Product_USD_SellingPrice
EURO = "-1" # 14 Product_EURO_SellingPrice
sold = "-1" # 15 Product_QuantitySold
left = "-1" # 16 Product_QuantityLeft
shipFrom = "-1" # 17 Product_ShippedFrom
shipTo = "-1" # 18 Product_ShippedTo
image = "-1" # 19 Product_Image
vendor_image = "-1" # 20 Vendor_Image
product_info = soup.find('div', {'class': '2xl:self-start w-full h-full'})
about_vendor = soup.find('div', {'class': 'px-0.5 py-1 flex flex-col items-center gap-2 text-[13px]'})
try:
ven_temp = about_vendor.find('div', {'class': 'flex items-center gap-0.5'}).find('a').text
ven_temp_list = ven_temp.split(' ')
if len(ven_temp_list) > 1:
ven_temp_list = ven_temp_list[:-1]
ven_temp = ' '.join(ven_temp_list)
vendor = cleanString(ven_temp.strip())
except:
vendor = '-1'
print(vendor)
success = "-1"
try:
rating = about_vendor.find('div', {'class':'font-bold rounded px-2'}).text
rating_list = rating.split(' ')
rating = rating_list[0]
rating = rating.replace('%', '')
except:
rating = '-1'
rating_vendor = rating
print(rating_vendor)
name = product_info.find('div', {'class': 'w-full flex gap-0.5 items-center border-solid border-0 border-border border-b group-hover:border-abacus2 text-sm font-bold justify-center 2xl:justify-start py-1 leading-tight'})
name = cleanString(name.strip())
try:
description = soup.find('div', {'class': 'hidden gap-2 flex-col w-0 p-3 anim anim-FadeIn'}).find('div', {'class':'text-xs w-full text-left text-black'}).text
description = cleanString(description.strip())
except:
description = '-1'
describe = description
CVE = "-1" # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures)
MS = "-1" # 6 Product_MS_Classification (Microsoft Security)
category = "-1" # 7 Product_Category
views = "-1" # 8 Product_Number_Of_Views
reviews = "-1" # 9 Product_Number_Of_Reviews
rating_item = "-1" # 10 Product_Rating
addDate = "-1" # 11 Product_AddedDate
BTC = "-1" # 12 Product_BTC_SellingPrice
USD = "-1" # 13 Product_USD_SellingPrice
EURO = "-1" # 14 Product_EURO_SellingPrice
sold = "-1" # 15 Product_QuantitySold
left = "-1" # 16 Product_QuantityLeft
shipFrom = "-1" # 17 Product_ShippedFrom
shipTo = "-1" # 18 Product_ShippedTo
image = "-1" # 19 Product_Image
vendor_image = "-1" # 20 Vendor_Image
# Populating the final variable (this should be a list with all fields scraped)
row = (vendor, rating_vendor, success, name, describe, CVE, MS, category, views, reviews, rating_item, addDate,
BTC, USD, EURO, sold, left, shipFrom, shipTo, image, vendor_image)
# Sending the results
return row
# parses listing pages, so takes html pages of listing pages using soup object, and parses it for info it needs
# stores info it needs in different lists, these lists are returned after being organized
# @param: soup object looking at html page of listing page
# return: 'row' that contains a variety of lists that each hold info on the listing page
def abacus_listing_parser(soup):
# Fields to be parsed
nm = 0 # *Total_Products (Should be Integer)
mktName = "Abacus" # 0 *Marketplace_Name
vendor = [] # 1 *Vendor y
rating_vendor = [] # 2 Vendor_Rating
success = [] # 3 Vendor_Successful_Transactions
name = [] # 4 *Product_Name y
CVE = [] # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) dont worry about this
MS = [] # 6 Product_MS_Classification (Microsoft Security) dont worry about this
category = [] # 7 Product_Category y
describe = [] # 8 Product_Description
views = [] # 9 Product_Number_Of_Views
reviews = [] # 10 Product_Number_Of_Reviews
rating_item = [] # 11 Product_Rating
addDate = [] # 12 Product_AddDate
BTC = [] # 13 Product_BTC_SellingPrice
USD = [] # 14 Product_USD_SellingPrice y
EURO = [] # 15 Product_EURO_SellingPrice
sold = [] # 16 Product_QuantitySold
qLeft = [] # 17 Product_QuantityLeft
shipFrom = [] # 18 Product_ShippedFrom
shipTo = [] # 19 Product_ShippedTo
image = [] # 20 Product_Image
image_vendor = [] # 21 Vendor_Image
href = [] # 22 Product_Links
cat = soup.find('span', {"class": "btn btn-sm btn-outline-dark w-100 active"}).text
cat = cleanString(cat).strip()
listing = soup.find('div', {"class": 'card-body text-black text-left bg-dark'}).findAll('div', {"class": 'card mb-4 border-danger rounded-0'})
# Populating the Number of Products
nm = len(listing)
for a in listing:
category.append(cat)
# Adding the url to the list of urls
link = a.find('a', {'class': "badge badge-danger w-100 text-white"}).get('href')
link = cleanLink(link)
href.append(link)
# Finding the Product name
product = a.find('div', {"class": 'marquee-parent'}).find('div', {"class": "marquee-child"}).text
product = product.replace('\n', ' ')
product = product.replace(",", "")
product = product.replace("...", "")
product = product.strip()
name.append(product)
# Finding Product Image
product_image = a.find('img')
product_image = product_image.get('src')
product_image = product_image.split('base64,')[-1]
image.append(product_image)
# Finding Prices
price = a.findAll('a', {"class": "text-white"})[-1].text
price = price.replace("$","")
price = price.strip()
USD.append(price)
# Finding Item Rating
temp = a.find('small', {"class": "text-white"})
rating = len(temp.findAll('i', {"class": "fas fa-star"}))
half_stars = len(temp.findAll('i', {'class': "fas fa-star-half-alt"}))
if half_stars > 0:
rating += 0.5
rating_item.append(str(rating))
# Finding the Vendor
vendor_name = a.find('a', {"class": 'badge badge-dark w-100 text-white my-1'}).text
vendor_name = vendor_name.replace(",", "")
vendor_name = vendor_name.strip()
vendor.append(vendor_name)
image_vendor.append("-1")
# Searching for CVE and MS categories
cve = a.findAll(text=re.compile('CVE-\d{4}-\d{4}'))
if not cve:
cveValue = "-1"
else:
cee = " "
for idx in cve:
cee += (idx)
cee += " "
cee = cee.replace(',', ' ')
cee = cee.replace('\n', '')
cveValue = cee
CVE.append(cveValue)
ms = a.findAll(text=re.compile('MS\d{2}-\d{3}'))
if not ms:
MSValue = "-1"
else:
me = " "
for im in ms:
me += (im)
me += " "
me = me.replace(',', ' ')
me = me.replace('\n', '')
MSValue = me
MS.append(MSValue)
# Populate the final variable (this should be a list with all fields scraped)
return organizeProducts(mktName, nm, vendor, rating_vendor, success, name, CVE, MS, category, describe, views,
reviews, rating_item, addDate, BTC, USD, EURO, sold, qLeft, shipFrom, shipTo, href, image, image_vendor)
# called by the crawler to get description links on a listing page
# @param: beautifulsoup object that is using the correct html page (listing page)
# return: list of description links from a listing page
def abacus_links_parser(soup):
# Returning all links that should be visited by the Crawler
href = []
listing = soup.findAll('div', {"class": "src-listing p-1 pb-0 flex flex-col justify-between w-full rounded-md border-solid border-[1px] !border-border !bg-white hover:!bg-hover hover:!border-abacus2 !mt-0"})
for a in listing:
link = a.find('a', href=True).get('href')
href.append(link)
return href

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