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@ -11,231 +11,141 @@ from bs4 import BeautifulSoup |
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# This is the method to parse the Description Pages (one page to each topic in the Listing Pages) |
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def cryptBB_description_parser(soup): |
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def abyssForums_description_parser(soup): |
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# Fields to be parsed |
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topic = "-1" # topic name |
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user = [] # all users of each post |
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addDate = [] # all dated of each post |
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feedback = [] # all feedbacks of each vendor (this was found in just one Forum and with a number format) |
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status = [] # all user's authority in each post such as (adm, member, dangerous) |
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reputation = [] # all users's karma in each post (usually found as a number) |
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sign = [] # all user's signature in each post (usually a standard message after the content of the post) |
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post = [] # all messages of each post |
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interest = [] # all user's interest in each post |
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topic = "-1" # 0 topic name |
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user = [] # 1 all users of each post |
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addDate = [] # 2 all dated of each post |
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feedback = [] # 3 all feedbacks of each vendor (this was found in just one Forum and with a number format) |
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status = [] # 4 all user's authority in each post such as (adm, member, dangerous) |
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reputation = [] # 5 all users's karma in each post (usually found as a number) |
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sign = [] # 6 all user's signature in each post (usually a standard message after the content of the post) |
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post = [] # 7 all messages of each post |
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interest = [] # 8 all user's interest in each post |
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image_user = [] # 9 all user avatars of each post |
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image_post = [] # 10 all first images of each post |
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# Finding the topic (should be just one coming from the Listing Page) |
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li = soup.find("td", {"class": "thead"}).find('strong') |
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topic = li.text |
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topic = re.sub("\[\w*\]", '', topic) |
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topic = topic.replace(",","") |
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li = soup.find("div", {"class": "page-body"}).find("h2", {"class": "topic-title"}) |
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topic = li.text.replace(",","") |
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topic = topic.replace("\n","") |
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topic = cleanString(topic.strip()) |
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print(topic) |
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# Finding the repeated tag that corresponds to the listing of posts |
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# posts = soup.find("form", {"name": "quickModForm"}).findAll('div', {"class": "windowbg"}) + \ |
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# soup.find("form", {"name": "quickModForm"}).findAll('div', {"class": "windowbg2"}) |
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try: |
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posts = soup.find('table', {"class": "tborder tfixed clear"}).find('td', {"id": "posts_container"}).find_all( |
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'div', {"class": "post"}) |
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# print(len(posts)) |
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# For each message (post), get all the fields we are interested to: |
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for ipost in posts: |
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# Finding a first level of the HTML page |
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# post_wrapper = ipost.find('div', {"class": "post_wrapper"}).find('div', {"class": "poster"}) |
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post_wrapper = ipost.find('span', {"class": "largetext"}) |
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# Finding the author (user) of the post |
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# author = post_wrapper.find('h4') |
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author = post_wrapper.text.strip() |
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# print("author " + author) |
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user.append(cleanString(author)) # Remember to clean the problematic characters |
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# Finding the status of the author |
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smalltext = ipost.find('div', {"class": "post_author"}) |
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# Testing here two possibilities to find this status and combine them |
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if ipost.find('div', {"class": "deleted_post_author"}): |
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status.append(-1) |
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interest.append(-1) |
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reputation.append(-1) |
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addDate.append(-1) |
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post.append("THIS POST HAS BEEN REMOVED!") |
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sign.append(-1) |
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feedback.append(-1) |
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continue |
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# CryptBB does have membergroup and postgroup |
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membergroup = smalltext.find('div', {"class": "profile-rank"}) |
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postgroup = smalltext.find('div', {"class": "postgroup"}) |
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if membergroup != None: |
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membergroup = membergroup.text.strip() |
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if postgroup != None: |
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postgroup = postgroup.text.strip() |
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membergroup = membergroup + " - " + postgroup |
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else: |
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if postgroup != None: |
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membergroup = postgroup.text.strip() |
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else: |
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membergroup = "-1" |
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status.append(cleanString(membergroup)) |
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# print("status " + cleanString(membergroup)) |
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# Finding the interest of the author |
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# CryptBB does not have blurb |
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blurb = smalltext.find('li', {"class": "blurb"}) |
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if blurb != None: |
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blurb = blurb.text.strip() |
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else: |
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blurb = "-1" |
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interest.append(cleanString(blurb)) |
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# Finding the reputation of the user |
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# CryptBB does have reputation |
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author_stats = smalltext.find('div', {"class": "author_statistics"}) |
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karma = author_stats.find('strong') |
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if karma != None: |
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karma = karma.text |
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karma = karma.replace("Community Rating: ", "") |
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karma = karma.replace("Karma: ", "") |
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karma = karma.strip() |
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else: |
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karma = "-1" |
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reputation.append(cleanString(karma)) |
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# print("karma " + cleanString(karma)) |
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# Getting here another good tag to find the post date, post content and users' signature |
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postarea = ipost.find('div', {"class": "post_content"}) |
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dt = postarea.find('span', {"class": "post_date"}).text |
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# dt = dt.strip().split() |
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dt = dt.strip() |
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day=date.today() |
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if "Yesterday" in dt: |
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yesterday = day - timedelta(days=1) |
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yesterday = yesterday.strftime('%m-%d-%Y') |
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stime = dt.replace('Yesterday,','').strip() |
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date_time_obj = yesterday+ ', '+stime |
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date_time_obj = datetime.strptime(date_time_obj,'%m-%d-%Y, %I:%M %p') |
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elif "hours ago" in dt: |
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day = day.strftime('%m-%d-%Y') |
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date_time_obj = postarea.find('span', {"class": "post_date"}).find('span')['title'] |
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date_time_obj = datetime.strptime(date_time_obj, '%m-%d-%Y, %I:%M %p') |
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else: |
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date_time_obj = datetime.strptime(dt, '%m-%d-%Y, %I:%M %p') |
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stime = date_time_obj.strftime('%b %d, %Y') |
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sdate = date_time_obj.strftime('%I:%M %p') |
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addDate.append(date_time_obj) |
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# print("date " + str(date_time_obj)) |
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# Finding the date of the post |
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# date_time_obj = datetime.strptime(dt, '%a %b %d, %Y %I:%M %p') |
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# smalltext = postarea.find('div', {"class": "flow_hidden"}).find('div', {"class": "keyinfo"})\ |
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# .find('div', {"class": "smalltext"}) |
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# sdatetime = smalltext.text |
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# sdatetime = sdatetime.replace(u"\xab","") # Removing unnecessary characters |
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# sdatetime = sdatetime.replace(u"\xbb","") # Removing unnecessary characters |
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# sdatetime = sdatetime.split("on: ") # Removing unnecessary characters |
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# sdatetime = sdatetime[1].strip() |
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# stime = sdatetime[:-12:-1] # Finding the time of the post |
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# stime = stime[::-1] |
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# sdate = sdatetime.replace(stime,"") # Finding the date of the post |
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# sdate = sdate.replace(",","") |
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# sdate = sdate.strip() |
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# Covert the date of the post that can be informed as: "12 February 2016", "today", "yesterday". We need |
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# a date format here as "mm/dd/yyyy" |
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# addDate.append(convertDate(sdate,"english", crawlerDate) + " " + stime) |
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# Finding the post |
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inner = postarea.find('div', {"class": "post_body scaleimages"}) |
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inner = inner.text.strip() |
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# print(inner) |
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post.append(cleanString(inner)) |
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# Finding the users's signature |
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# signature = ipost.find('div', {"class": "post_wrapper"}).find('div', {"class": "moderatorbar"}).find('div', {"class": "signature"}) |
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signature = ipost.find('div', {"class": "signature scaleimages"}) |
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if signature != None: |
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signature = signature.text.strip() |
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# print(signature) |
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else: |
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signature = "-1" |
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sign.append(cleanString(signature)) |
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# As no information about users's feedback was found, just assign "-1" to the variable |
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feedback.append("-1") |
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except: |
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if soup.find('td', {"class": "trow1"}).text == " You do not have permission to access this page. ": |
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user.append("-1") |
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status.append(-1) |
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interest.append(-1) |
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reputation.append(-1) |
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addDate.append(-1) |
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post.append("NO ACCESS TO THIS PAGE!") |
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sign.append(-1) |
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feedback.append(-1) |
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regex = re.compile('post has-profile.*') |
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posts = soup.find_all('div', {"class": regex}) |
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# print(len(posts)) |
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# For each message (post), get all the fields we are interested to: |
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for ipost in posts: |
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# Finding the author (user) of the post |
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author = ipost.find('a', {"class": "username"}).text |
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user.append(cleanString(author)) # Remember to clean the problematic characters |
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status.append("-1") |
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reputation.append("-1") |
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interest.append("-1") |
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sign.append("-1") |
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feedback.append("-1") |
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image_post.append("-1") |
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img = ipost.find('dl', {"class": "postprofile"}).find('img') |
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if img is not None: |
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img = img.get('src').split('base64,')[-1] |
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else: |
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img = "-1" |
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image_user.append(img) |
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image_user.append("-1") |
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date_time_obj = ipost.find('time').attrs |
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date = date_time_obj['datetime'][0:10] |
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time = date_time_obj['datetime'][11:19] |
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date_time_obj = datetime.strptime(date + " " + time, '%Y-%m-%d %H:%M:%S') |
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addDate.append(date_time_obj) |
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# Finding the post |
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inner = ipost.find('div', {"class": "content"}) |
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inner = inner.text.strip() |
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post.append(cleanString(inner)) |
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# Populate the final variable (this should be a list with all fields scraped) |
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row = (topic, post, user, addDate, feedback, status, reputation, sign, interest) |
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row = (topic, user, status, reputation, interest, sign, post, feedback, addDate, image_user, image_post) |
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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 (one page with many posts) |
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def AbyssForums_listing_parser(soup: BeautifulSoup): |
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board = "-1" # board name (the previous level of the topic in the Forum categorization tree. |
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# For instance: Security/Malware/Tools to hack Facebook. The board here should be Malware) |
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nm = 0 # this variable should receive the number of topics |
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topic = [] # all topics |
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user = [] # all users of each topic |
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post = [] # number of posts of each topic |
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view = [] # number of views of each topic |
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addDate = [] # when the topic was created (difficult to find) |
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href = [] # this variable should receive all cleaned urls (we will use this to do the marge between |
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def abyssForums_listing_parser(soup: BeautifulSoup): |
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nm = 0 # this variable should receive the number of topics |
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forum = "AbyssForum" # 0 *forum name |
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board = "-1" # 1 board name (the previous level of the topic in the Forum categorization tree. |
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# For instance: Security/Malware/Tools to hack Facebook. The board here should be Malware) |
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author = [] # 2 all authors of each topic |
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topic = [] # 3 all topics |
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views = [] # 4 number of views of each topic |
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posts = [] # 5 number of posts of each topic |
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href = [] # 6 this variable should receive all cleaned urls (we will use this to do the marge between |
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addDate = [] # when the topic was created (difficult to find) |
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image_author = [] # 8 all author avatars used in each topic |
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# Listing and Description pages) |
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#finding the board |
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board = soup.find("title").text |
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board = soup.find("h2", {"class": "forum-title"}).text |
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board = cleanString(board.strip()) |
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type_of_posts = soup.find_all("li", {"class": re.compile("row bg\d")} ) |
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for literature in type_of_posts: |
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title_of_post = literature.find("a", {"class": "topictitle"}).text |
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title_of_post = cleanString(title_of_post) |
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topic.append(title_of_post) |
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author = literature.find("div", {"class": "topic-poster responsive-hide left-box"}).find("a", {"class": "username"}).text |
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user.append(author) |
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num_post = literature.find("dd", {"class": "posts"}).text[1:-3] |
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post.append(num_post) |
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num_view = literature.find("dd", {"class": "views"}).text[1:-3] |
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view.append(num_view) |
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if int(num_post) != 0: |
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reply = literature.find("dd", {"class": "lastpost"}).find("a", {"class": "username"}).text |
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user.append(reply) |
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date_added = literature.find("time").text |
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user = literature.find("div", {"class": "topic-poster responsive-hide left-box"}).find("a", {"class": "username"}).text |
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author.append(user) |
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num_post = literature.find("dd", {"class": "posts"}).text.replace("Replies","").strip() |
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posts.append(num_post) |
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num_view = literature.find("dd", {"class": "views"}).text.replace("Views","").strip() |
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views.append(num_view) |
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#if int(num_post) != 0: join the last user who posted with the author? |
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# reply = literature.find("dd", {"class": "lastpost"}).find("a", {"class": "username"}).text |
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# user.append(reply) |
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date_time_obj = literature.find('time').attrs |
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date = date_time_obj['datetime'][0:10] |
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time = date_time_obj['datetime'][11:19] |
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date_added = datetime.strptime(date + " " + time, '%Y-%m-%d %H:%M:%S') |
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addDate.append(date_added) |
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listing_href = literature.find("a", {"class": "topictitle"}).get("href") |
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href.append(listing_href) |
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image_author.append("-1") |
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nm = len(topic) |
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return organizeTopics( |
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forum=forum, |
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nm=nm, |
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board=board, |
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author=author, |
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topic=topic, |
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views=views, |
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posts=posts, |
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href=href, |
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addDate=addDate, |
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image_author=image_author |
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) |
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ericssonmarin-cpp
1 year ago