Add initial scraping capabilities
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.gitignore
vendored
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.gitignore
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.vscode/
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*.csv
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*.txt
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!requirements.txt
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__pycache__/
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README.md
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README.md
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# Contact Scanner
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## What is this?
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The project is a small python web scraper with Selenium and BeautifulSoup.
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## What does it do?
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The scraper goes to the impressum page of a given website and scans it for an email address and a name, following the keywords defined in a supplied file. After it scrapes the page, it writes the results in a csv file.
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**NOTE:** The scraper does **NOT** return a 100% correct email-name pairs. It returns the pairs that it can **build**. This means that you should always take the results with a grain of salt.
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## How to use it?
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### Prerequisites
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You are going to need the following things installed:
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* Chrome
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* Python 3
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* Pip3
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* Selenium Chrome driver
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After you have these 4 installed, go on.
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### Dependecies
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The dependencies are listed in [requirements.txt](requirements.txt). Install them with the following command:
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```
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pip3 install -r requirements.txt
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```
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### Usage
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The application has the following synopsis:
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```
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SYNOPSIS
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python3 app.py URL_FILE KEYWORD_FILE
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```
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where ```URL_FILE``` is a file with a list of URLs that should be scanned with each URL on new line and ```KEYWORD_FILE``` contains a list of keywords based on which you will search for names. The format of the file is the same(you should trim the trailing whitespaces for best results).
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### Usage constraints
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You should **NOT**
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1. use this scraper for generating spam lists
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2. use this scraper without acknowledging the `robots.txt` of the target
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3. use this scraper when you have explicitly agreed with the website not to scrape it
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4. use this scraper if you're not using it under fair use
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## Fair use
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The scraper falls under fair use because it is designed to search for *facts* in pages and not for *content*
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app.py
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app.py
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import sys
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from lib.scanner import Scanner
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print("Yet to be implemented")
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if len(sys.argv) != 3:
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print("Incorrect number of arguments supplied. Usage:")
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print("python3 app.py URL_FILE KEYWORD_FILE")
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sys.exit(0)
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# Get filenames
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url_filename = sys.argv[1]
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keyword_filename = sys.argv[2]
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# Open the url file and get the list of URLs
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url_file = open(url_filename, 'r')
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urls = url_file.read().split('\n')
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# Replace spaces
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for url in urls:
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url = url.replace(" ", "")
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# Open the keyword file and get the list of keywords
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keyword_file = open(keyword_filename, 'r')
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keywords = keyword_file.read().split('\n')
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# Scan the contacts in the URL
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contact_scanner = Scanner(urls, keywords)
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contact_scanner.get_contacts()
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lib/__init__.py
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lib/__init__.py
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@ -5,6 +5,7 @@ from selenium import webdriver
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from selenium.webdriver.chrome.options import Options
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from selenium.webdriver.common.by import By
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from selenium.common.exceptions import NoSuchElementException
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from bs4 import BeautifulSoup
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import platform
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import time
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import re
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@ -12,8 +13,9 @@ import csv
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import sys
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class Scanner:
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def __init__(self, urls):
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def __init__(self, urls, keywords):
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self.urls = urls
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self.keywords = keywords
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"""
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Check if the server returned status OK, the content type header is set and it is html
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@ -25,50 +27,87 @@ class Scanner:
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"""
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Get the the first name and email pair on the page
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"""
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def get_contact(self):
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def get_contacts(self):
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res = []
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mail_pattern = re.compile(r"[^@\s]+@[^\.\s]+\..+[^\s]")
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mail_pattern = re.compile(r"^[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+@[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)*$")
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# Set properties for selenium
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chrome_options = Options()
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chrome_options.add_argument('--ignore-certificate-errors')
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chrome_options.add_argument("--headless")
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chrome_options.add_argument("--window-size=1920x1080")
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driver = webdriver.Chrome(chrome_options=chrome_options)
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# Loop through all pages
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for url in self.urls:
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try:
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with closing(get(url, stream=True)) as resp:
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if self.response_is_correct(resp):
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# Set properties for selenium
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chrome_options = Options()
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chrome_options.add_argument("--headless")
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chrome_options.add_argument("--window-size=1920x1080")
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driver = webdriver.Chrome(chrome_options=chrome_options)
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print("################################")
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print("INFO: Scraping {0}".format(url))
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# Open in selenium
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driver.get(url)
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time.sleep(2) # Give the page some time to load
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# Click on Impressum
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try:
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impressum_link = driver.find_element(By.XPATH, '//*[contains(text(), "impressum") or contains(text(), "Impressum") or contains(text(),"IMPRESSUM")]')
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driver.execute_script("arguments[0].click()", impressum_link)
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# Get the entire page body
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page_content = driver.execute_script("return document.body.innerHTML;")
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for keyword in keywords:
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try:
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soup = BeautifulSoup(driver.page_source, 'html.parser')
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person = {}
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person["Email"] = re.findall(mail_pattern, page_content)[0]
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person["Name"] = "Meyer"
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res.append(person)
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break
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except NoSuchElementException:
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print("INFO: No results for keyword {0} in {1}").format(keyword, url)
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mail = ""
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name = ""
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for keyword in self.keywords:
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person_regex = r"" + keyword + r"[ a-zA-Z-.]+[^\/\\#`~\n]"
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person_pattern = re.compile(person_regex)
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# Find the first thing that matches the mail pattern and the keyword
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mail = soup.find(text = mail_pattern)
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name = soup.find(text = person_pattern)
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if mail:
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person["Email"] = mail
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else:
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print("ERROR: The response did not pass the criteria for correctness")
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sys.exit(1)
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print("WARNING: Did not find email on {0}".format(url))
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break
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if name:
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to_replace = '"\t\n'
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for char in to_replace:
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name = name.replace(char, "")
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person["Name"] = name
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res.append(person)
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print("SUCCESS: Pair found on {0}".format(url))
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break
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else:
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print("WARNING: Did not find keyword {0} on {1}".format(keyword, url))
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if mail != None and name == None:
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person["Name"] = name
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person["Email"] = mail
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res.append(person)
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print("INFO: No keyword matches found for {0}. Appending only Email...".format(url))
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except NoSuchElementException as e:
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print('WARNING: Could not find Impressum link on {0}: {1}'.format(url, str(e)))
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else:
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print("ERROR: The response from {0} did not pass the criteria for correctness".format(url))
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except RequestException as e:
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print('WARNING: Did not succeed sending request to {0}: {1}'.format(url, str(e)))
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print('ERROR: Did not succeed sending request to {0}: {1}'.format(url, str(e)))
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# Write result to CSV
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try:
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keys = res[0].keys()
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with open('../people.csv', 'wb') as output_file:
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with open('people.csv', 'w') as output_file:
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# Empty file contents
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output_file.truncate(0)
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dict_writer = csv.DictWriter(output_file, keys)
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dict_writer.writeheader()
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dict_writer.writerows(res)
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output_file.close()
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print('SUCCESS: Successfully wrote to CSV file')
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sys.exit(0)
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except Exception as e:
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print('ERROR: Failed writing to CSV file: {0}').format(str(e))
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print('FATAL: Failed writing to CSV file: {0}'.format(str(e)))
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sys.exit(1)
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requests>=2.20.1
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selenium>=3.141.0
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beautifulsoup4>=4.6.3
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