Not able to open the webpage through selenium python

Question

I am new to selenium python and I am trying to scrape the data from a website. Below is the code, where I have taken all the necessary precautions to not get blocked.

from random import randrange
from selenium import webdriver
from selenium.webdriver.chrome.options import Options

#Function to generate random useragent.
def generate_user_agent():
    user_agents_file = open("user_agents.txt", "r")
    user_agents = user_agents_file.read().split("\n")
    i = randrange(len(user_agents))
    userAgent = user_agents[i]
    user_agents_file.close()
    return userAgent

#Function to generate random IP address.
def generate_ip_address():
    proxies_file = open("proxyscrape_premium_http_proxies.txt", "r")
    proxies = proxies_file.read().split("\n")
    i = randrange(len(proxies))
    proxy = proxies[i]
    proxies_file.close()
    return proxy

#Function to create and set chrome options.
def set_chrome_options():
    proxy = generate_ip_address()
    options = webdriver.ChromeOptions()
    options.add_argument("start-maximized")
    options.add_argument("--incognito")
    options.add_argument(f'--proxy-server={proxy}')
    options.add_experimental_option("excludeSwitches", ["enable-automation"])
    options.add_experimental_option('useAutomationExtension', False)
    return options, proxy

#Function to create a webdriver object and set its properties.
def create_webdriver():
    options, proxy = set_chrome_options()
    userAgent = generate_user_agent()
    webdriver.DesiredCapabilities.CHROME['proxy'] = {
    "httpProxy": proxy,
    "ftpProxy": proxy,
    "sslProxy": proxy,
    "proxyType": "MANUAL",}
    webdriver.DesiredCapabilities.CHROME['acceptSslCerts']=True
    driver = webdriver.Chrome(options=options, executable_path=r'chromedriver.exe')
    driver.execute_script("Object.defineProperty(navigator, 'webdriver', {get: () => undefined})")
    driver.execute_cdp_cmd('Network.setUserAgentOverride', {"userAgent": userAgent})
    return driver

url = 'http://www.doctolib.de/impfung-covid-19-corona/berlin'
driver = create_webdriver()
driver.get(url)

The webpage is not opened via selenium web driver(but can be opened normally). Below is the screenshot of how the browser is opened when I run the code.

Please let me know If I am missing something. Any help would be highly appreciated

PS: I am using the premium proxies for IP rotation.

Browser_output

Answer 1

I've had similar experience in the past where the website detects that selenium is being used, even after using several methods like IP rotation, User-Agent rotation or using proxies.

I would suggest you to use the undetected_chromedriver library.

pip install undetected-chromedriver

It's able to load the website without any problem. The code snippet is given below:-

import undetected_chromedriver.v2 as uc
driver = uc.Chrome()
with driver:
    driver.get('http://www.doctolib.de/impfung-covid-19-corona/berlin')

Answer 2

I was having similar issue with Firefox on Linux. I just deleted the log file which was quite big for text file (4.8 mb) created by geckodriver and everything started to work fine again