Merge branch 'incogsnoo' into 'main'

added Incogsnoo crawler and parser

See merge request dw9372422/dw_pipeline_test!11

Forums/Incogsnoo/crawler_selenium.py

@@ -0,0 +1,289 @@
+__author__ = 'DarkWeb'
+
+'''
+Incogsnoo Forum Crawler (Selenium)
+'''
+
+from selenium import webdriver
+from selenium.common.exceptions import NoSuchElementException
+from selenium.webdriver.firefox.firefox_profile import FirefoxProfile
+from selenium.webdriver.firefox.firefox_binary import FirefoxBinary
+from selenium.webdriver.firefox.service import Service
+from selenium.webdriver.common.by import By
+
+import urllib.parse as urlparse
+import os, time
+from datetime import date
+import subprocess
+from bs4 import BeautifulSoup
+from Forums.Initialization.prepare_parser import new_parse
+from Forums.Incogsnoo.parser import incogsnoo_links_parser
+from Forums.Utilities.utilities import cleanHTML
+
+counter = 1
+baseURL = 'http://tedditfyn6idalzso5wam5qd3kdtxoljjhbrbbx34q2xkcisvshuytad.onion/'
+
+
+# Opens Tor Browser, crawls the website, then parses, then closes tor
+#acts like the main method for the crawler, another function at the end of this code calls this function later
+def startCrawling():
+    forumName = getForumName()
+    driver = getAccess()
+
+    if driver != 'down':
+        try:
+            crawlForum(driver)
+        except Exception as e:
+            print(driver.current_url, e)
+        closeDriver(driver)
+
+    new_parse(forumName, baseURL, True)
+
+
+# Returns the name of the website
+#return: name of site in string type
+def getForumName():
+    name = 'Incogsnoo'
+    return name
+
+
+# Return the base link of the website
+#return: url of base site in string type
+def getFixedURL():
+    url = 'http://tedditfyn6idalzso5wam5qd3kdtxoljjhbrbbx34q2xkcisvshuytad.onion/'
+    return url
+
+
+# Closes Tor Browser
+#@param: current selenium driver
+def closeDriver(driver):
+    # global pid
+    # os.system("taskkill /pid " + str(pro.pid))
+    # os.system("taskkill /t /f /im tor.exe")
+    print('Closing Tor...')
+    driver.close()
+    time.sleep(3)
+    return
+
+
+# Creates FireFox 'driver' and configure its 'Profile'
+# to use Tor proxy and socket
+def createFFDriver():
+    from Forums.Initialization.forums_mining import config
+
+    ff_binary = FirefoxBinary(config.get('TOR', 'firefox_binary_path'))
+
+    ff_prof = FirefoxProfile(config.get('TOR', 'firefox_profile_path'))
+    ff_prof.set_preference("places.history.enabled", False)
+    ff_prof.set_preference("privacy.clearOnShutdown.offlineApps", True)
+    ff_prof.set_preference("privacy.clearOnShutdown.passwords", True)
+    ff_prof.set_preference("privacy.clearOnShutdown.siteSettings", True)
+    ff_prof.set_preference("privacy.sanitize.sanitizeOnShutdown", True)
+    ff_prof.set_preference("signon.rememberSignons", False)
+    ff_prof.set_preference("network.cookie.lifetimePolicy", 2)
+    ff_prof.set_preference("network.dns.disablePrefetch", True)#might need to turn off
+    ff_prof.set_preference("network.http.sendRefererHeader", 0)
+    ff_prof.set_preference("permissions.default.image", 3)
+    ff_prof.set_preference("browser.download.folderList", 2)
+    ff_prof.set_preference("browser.download.manager.showWhenStarting", False)
+    ff_prof.set_preference("browser.helperApps.neverAsk.saveToDisk", "text/plain")
+    ff_prof.set_preference('network.proxy.type', 1)
+    ff_prof.set_preference("network.proxy.socks_version", 5)
+    ff_prof.set_preference('network.proxy.socks', '127.0.0.1')
+    ff_prof.set_preference('network.proxy.socks_port', 9150)
+    ff_prof.set_preference('network.proxy.socks_remote_dns', True)
+    ff_prof.set_preference("javascript.enabled", True)
+    ff_prof.update_preferences()
+
+    service = Service(config.get('TOR', 'geckodriver_path'))
+
+    driver = webdriver.Firefox(firefox_binary=ff_binary, firefox_profile=ff_prof, service=service)
+
+    driver.maximize_window()
+
+    return driver
+
+
+#the driver 'gets' the url, attempting to get on the site, if it can't access return 'down'
+#return: return the selenium driver or string 'down'
+def getAccess():
+    url = getFixedURL()
+    driver = createFFDriver()
+    try:
+        driver.get(url)
+        return driver
+    except:
+        driver.close()
+        return 'down'
+
+
+# Saves the crawled html page, makes the directory path for html pages if not made
+def savePage(driver, page, url):
+    cleanPage = cleanHTML(driver, page)
+    filePath = getFullPathName(url)
+    os.makedirs(os.path.dirname(filePath), exist_ok=True)
+    open(filePath, 'wb').write(cleanPage.encode('utf-8'))
+    return
+
+
+# Gets the full path of the page to be saved along with its appropriate file name
+#@param: raw url as crawler crawls through every site
+def getFullPathName(url):
+    from Forums.Initialization.forums_mining import config, CURRENT_DATE
+
+    mainDir = os.path.join(config.get('Project', 'shared_folder'), "Forums/" + getForumName() + "/HTML_Pages")
+    fileName = getNameFromURL(url)
+    if isDescriptionLink(url):
+        fullPath = os.path.join(mainDir, CURRENT_DATE + r'\\Description\\' + fileName + '.html')
+    else:
+        fullPath = os.path.join(mainDir, CURRENT_DATE + r'\\Listing\\' + fileName + '.html')
+    return fullPath
+
+
+# Creates the file name from passed URL, gives distinct name if can't be made unique after cleaned
+#@param: raw url as crawler crawls through every site
+def getNameFromURL(url):
+    global counter
+    name = ''.join(e for e in url if e.isalnum())
+    if (name == ''):
+        name = str(counter)
+        counter = counter + 1
+    return name
+
+
+# returns list of urls, here is where you can list the different urls of interest, the crawler runs through this list
+#in this example, there are a couple of categories some threads fall under such as
+#exploits, malware, and hacking tutorials
+def getInterestedLinks():
+    links = []
+
+    # Malware
+    links.append('http://tedditfyn6idalzso5wam5qd3kdtxoljjhbrbbx34q2xkcisvshuytad.onion/r/Malware')
+    #
+    return links
+
+
+# gets links of interest to crawl through, iterates through list, where each link is clicked and crawled through
+#topic and description pages are crawled through here, where both types of pages are saved
+#@param: selenium driver
+def crawlForum(driver):
+    print("Crawling the Incogsnoo forum")
+
+    # edge cases:
+    # 1. if a comment thread goes too deep, need to click "continue this thread" to show more replies
+    # 2. the site will sometimes rate limit you and not show the contents.
+    #    right now, there is no detection mechanism and it won't throw any errors
+
+    linksToCrawl = getInterestedLinks()
+
+    i = 0
+    while i < len(linksToCrawl):
+        link = linksToCrawl[i]
+        print('Crawling :', link)
+        try:
+            has_next_page = True
+            count = 0
+
+            while has_next_page:
+                try:
+                    driver.get(link)
+                except:
+                    driver.refresh()
+                html = driver.page_source
+                savePage(driver, html, link)
+
+                topics = topicPages(html)
+                for topic in topics:
+                    has_next_topic_page = True
+                    counter = 1
+                    page = topic
+
+                    while has_next_topic_page:
+                        itemURL = urlparse.urljoin(baseURL, str(page))
+                        try:
+                            driver.get(itemURL)
+                        except:
+                            driver.refresh()
+                        
+                        if isListingLink(driver.current_url):
+                            break
+
+                        savePage(driver, driver.page_source, topic + f"page{counter}")  # very important
+
+                        # comment out
+                        if counter == 2:
+                            break
+
+                        try:
+                            # incogsnoo doesn't have next button to load more pages of the description
+                            link_tag = driver.find_element(by=By.XPATH, value="/html/body/div[2]/div[last()]/a[contains(text(),'next')]")
+                            link = link_tag.get_attribute("href")
+
+                            if link == "":
+                                raise NoSuchElementException
+                            counter += 1
+
+                        except NoSuchElementException:
+                            has_next_topic_page = False
+
+                    # making sure we go back to the listing page (browser back button simulation)
+                    try:
+                        driver.get(link)
+                    except:
+                        driver.refresh()
+
+                    # comment out
+                    # break
+
+                # comment out
+                if count == 1:
+                    break
+
+                try:
+                    link_tag = driver.find_element(by=By.XPATH, value="/html/body/div[2]/div[last()]/a[contains(text(),'next')]")
+                    link = link_tag.get_attribute("href")
+
+                    if link == "":
+                        raise NoSuchElementException
+                    count += 1
+
+                except NoSuchElementException:
+                    has_next_page = False
+
+        except Exception as e:
+            print(link, e)
+        i += 1
+
+    print("Crawling the Incogsnoo forum done.")
+
+
+# Returns 'True' if the link is a description link
+#@param: url of any url crawled
+#return: true if is a description page, false if not
+def isDescriptionLink(url):
+    if 'comments' in url:
+        return True
+    return False
+
+
+# Returns True if the link is a listingPage link
+#@param: url of any url crawled
+#return: true if is a Listing page, false if not
+def isListingLink(url):
+    if isDescriptionLink(url):
+        return False
+    return True
+
+
+# calling the parser to define the links, the html is the url of a link from the list of interested link list
+#@param: link from interested link list
+#return: list of description links that should be crawled through
+def topicPages(html):
+    soup = BeautifulSoup(html, "html.parser")
+    #print(soup.find('div', {"class": "forumbg"}).find('ul', {"class": "topiclist topics"}).find('li', {"class": "row bg1"}).find('a', {"class": "topictitle"}, href=True))
+    return incogsnoo_links_parser(soup)
+
+
+def crawler():
+    startCrawling()
+    # print("Crawling and Parsing BestCardingWorld .... DONE!")

Forums/Incogsnoo/parser.py

@@ -0,0 +1,271 @@
+__author__ = 'DarkWeb'
+
+# Here, we are importing the auxiliary functions to clean or convert data
+from Forums.Utilities.utilities import *
+
+# Here, we are importing BeautifulSoup to search through the HTML tree
+from bs4 import BeautifulSoup
+
+
+# This is the method to parse the Description Pages (one page to each topic in the Listing Pages)
+#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 incogsnoo_description_parser(soup):
+
+    # Fields to be parsed
+
+    topic = "-1"           # 0 topic name ***$
+    user = []              # 1 all users of each post ***$ author
+    status = []            # 2 all user's authority in each post such as (adm, member, dangerous)
+    reputation = []        # 3 all users's karma in each post (usually found as a number) ??? ups
+    interest = []          # 4 all user's interest in each post
+    sign = []              # 5 all user's signature in each post (usually a standard message after the content of the post)
+    post = []              # 6 all messages of each post
+    feedback = []          # 7 all feedbacks of each user (this was found in just one Forum and with a number format)
+    addDate = []           # 8 all dated of each post ***$ created
+    image_user = []        # 9 all user avatars of each post
+    image_post = []        # 10 all first images of each post
+
+    # Finding the topic (should be just one coming from the Listing Page)
+    topic = soup.find("div", {"class": "title"}).find("h2").text
+    topic = topic.replace('"', '')
+    topic = cleanString(topic.strip())
+
+    # the first post's html is separated from all subsequent comments/replies/posts to the first post
+    # so parse the first post by itself first
+
+    # Finding body of first post
+    post_text = soup.find("div", {"class": "md"})
+    if post_text:
+        post_text = post_text.text.strip()
+        post.append(cleanString(post_text))
+    else: # some posts just links to other sites/articles/videos and have no text by itself
+        post_link = soup.find("div", {"class": "title"}).find("a").get("href")
+        post_link = cleanLink(post_link)
+        post.append(post_link)
+
+    # User
+    p_tag = soup.find("p", {"class": "submitted"})
+    author = p_tag.find("a")
+    if author:
+        author = author.text.strip()
+    elif "[deleted]" in p_tag.text:
+        author = "deleted"
+    else:
+        author = "-1"
+    user.append(cleanString(author))
+
+    # Finding the status of the author
+    status.append("-1")
+
+    # Finding the reputation of the user
+    reputation.append("-1")
+
+    # Finding the interest of the author
+    interest.append("-1")
+
+    # Finding signature
+    sign.append("-1")
+
+    # Finding feedback
+    upvote = soup.find("div", {"class": "score"}).find("span")
+    if upvote:
+        upvote = upvote.text.strip()
+    else:
+        upvote = "-1"
+    feedback.append(cleanString(upvote))
+
+    # Finding the date of the post - e.g. "Fri, 18 December 2023 05:49:20 GMT"
+    dt = soup.find("p", {"class": "submitted"}).find("span")["title"]
+    # Convert to datetime object - e.g. 2023-12-18 05:49:20
+    date_time_obj = datetime.strptime(dt, '%a, %d %b %Y %H:%M:%S %Z')
+    sdate = date_time_obj.strftime('%m %d %Y')
+    stime = date_time_obj.strftime('%I:%M %p')
+
+    date = convertDate(sdate, "english", datetime.now()) + " " + stime
+    # e.g. "12/18/2023 05:49 AM"
+    addDate.append(date)
+
+    image_user.append("-1")
+    image_post.append("-1")
+
+
+
+    posts = soup.find("div", {"class": "comments"}).findAll("details")
+
+
+    # For each message (post), get all the fields we are interested to:
+
+    for ipost in posts:
+
+        # Finding user
+        p_tag = ipost.find("p", {"class": "author"})
+        author = p_tag.find("a")
+        if author:
+            author = author.text.strip()
+        elif "[deleted]" in p_tag.text:
+            author = "deleted"
+        else:
+            author = "-1"
+        user.append(cleanString(author))
+
+        # Finding the status of the author
+        status.append("-1")
+
+        # Finding the reputation of the user
+        reputation.append("-1")
+
+        # Finding the interest of the author
+        interest.append("-1")
+
+        # Finding signature
+        sign.append("-1")
+
+        # Finding the post
+        comment = ipost.find("div", {"class": "md"})
+        if comment:
+            comment = comment.text.strip()
+        else:
+            comment = "-1"
+        post.append(cleanString(comment))
+
+        # Finding feedback
+        upvote = ipost.find("p", {"class": "ups"})
+        if upvote:
+            upvote = upvote.text.strip().split()[0]
+        else:
+            upvote = "-1"
+        feedback.append(cleanString(upvote))
+
+        # Finding the date of the post - e.g. "Fri, 18 December 2023 05:49:20 GMT"
+        dt = ipost.find("p", {"class": "created"})["title"]
+        # Convert to datetime object - e.g. 2023-12-18 05:49:20
+        date_time_obj = datetime.strptime(dt, '%a, %d %b %Y %H:%M:%S %Z')
+        sdate = date_time_obj.strftime('%m %d %Y')
+        stime = date_time_obj.strftime('%I:%M %p')
+
+        date = convertDate(sdate, "english", datetime.now()) + " " + stime
+        # e.g. "12/18/2023 05:49 AM"
+        addDate.append(date)
+
+        image_user.append("-1")
+        image_post.append("-1")
+
+
+    # Populate the final variable (this should be a list with all fields scraped)
+
+    row = (topic, user, status, reputation, interest, sign, post, feedback, addDate, image_user, image_post)
+
+    # Sending the results
+
+    return row
+
+
+
+# This is the method to parse the Listing Pages (one page with many posts)
+#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 incogsnoo_listing_parser(soup):
+
+    nm = 0              # *this variable should receive the number of topics
+    forum = "Incogsnoo"   # 0 *forum name
+    board = "-1"        # 1 *board name (the previous level of the topic in the Forum categorization tree.
+                        # For instance: Security/Malware/Tools to hack Facebook. The board here should be Malware)
+    author = []         # 2 *all authors of each topic
+    topic = []          # 3 *all topics
+    views = []          # 4 number of views of each topic
+    posts = []          # 5 number of posts of each topic
+    href = []           # 6 this variable should receive all cleaned urls (we will use this to do the marge between
+                        # Listing and Description pages)
+    addDate = []        # 7 when the topic was created (difficult to find)
+    image_author = []  # 8 all author avatars used in each topic
+
+    # Finding the board (should be just one)
+    board = soup.find("a", {"class": "subreddit"}).find("h2")
+    board = cleanString(board.text.strip())
+
+    # Finding the repeated tag that corresponds to the listing of topics
+    itopics = soup.find("div", {"id": "links", "class": "sr"}).findAll("div", {"class": "link"})
+    itopics.pop()
+    # Counting how many topics we have found so far
+
+    nm = len(itopics)
+
+    index = 0
+    for itopic in itopics:
+
+        # Finding the author of the topic
+        p_tag = itopic.find("p", {"class": "submitted"})
+        user = p_tag.find("a")
+        if user:
+            user = user.text.strip()
+        elif "[deleted]" in p_tag.text:
+            user = "deleted"
+        else:
+            user = "-1"
+        author.append(cleanString(user))
+
+        # Adding the topic to the topic list
+        topic_title = itopic.find("div", {"class": "title"}).find("h2").text
+        topic.append(cleanString(topic_title))
+
+        # Finding the number of Views
+        views.append("-1")
+
+        # Finding the number of posts
+        comments = itopic.find("a", {"class": "comments"}).text
+        number_comments = comments.split()[0]
+        posts.append(cleanString(number_comments))
+
+        # Adding the url to the list of urls
+        link = itopic.find("a", {"class": "comments"}).get("href")
+        link = cleanLink(link)
+        href.append(link)
+
+        # Finding dates
+        p_tag = itopic.find("p", {"class": "submitted"})
+        dt = p_tag.find("span")["title"]
+        date_time_obj = datetime.strptime(dt,'%a, %d %b %Y %H:%M:%S %Z')
+        sdate = date_time_obj.strftime('%m %d %Y')
+        stime = date_time_obj.strftime('%I:%M %p')
+        date = convertDate(sdate, "english", datetime.now()) + " " + stime
+        # e.g. "12/18/2023 05:49 AM"
+        addDate.append(date)
+
+        image_author.append("-1")
+
+        index += 1
+
+    return organizeTopics(forum, nm, board, author, topic, views, posts, href, addDate, image_author)
+
+
+#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 incogsnoo_links_parser(soup):
+
+    # Returning all links that should be visited by the Crawler
+
+    href = []
+
+    listing_parent = soup.find("div", {"id": "links", "class": "sr"})
+    listing = listing_parent.findAll("div", {"class": "entry"})
+
+    count = 0
+    for entry in listing:
+
+        parent_div = entry.find("div", {"class": "meta"}).find("div", {"class", "links"})
+        a_tag = parent_div.find("a", {"class", "comments"})
+        if a_tag:
+            href.append(a_tag.get("href"))
+
+        # if count == 10:
+        #     break
+
+        count += 1
+
+    return href