I faced the same problem a while ago. Here is my code snippet, which I am using, in order to scrape anonymously.
First install the required packages: pip3 install fake-useragent ipython
Here is the source-code:
from urllib.request import Request, urlopen
from fake_useragent import UserAgent
import random
from bs4 import BeautifulSoup
from IPython.core.display import clear_output
# Here I provide some proxies for not getting caught while scraping
ua = UserAgent() # From here we generate a random user agent
proxies = [] # Will contain proxies [ip, port]
# Main function
def main():
# Retrieve latest proxies
proxies_req = Request('https://www.sslproxies.org/')
proxies_req.add_header('User-Agent', ua.random)
proxies_doc = urlopen(proxies_req).read().decode('utf8')
soup = BeautifulSoup(proxies_doc, 'html.parser')
proxies_table = soup.find(id='proxylisttable')
# Save proxies in the array
for row in proxies_table.tbody.find_all('tr'):
proxies.append({
'ip': row.find_all('td')[0].string,
'port': row.find_all('td')[1].string
})
# Choose a random proxy
proxy_index = random_proxy()
proxy = proxies[proxy_index]
for n in range(1, 20):
req = Request('http://icanhazip.com')
req.set_proxy(proxy['ip'] + ':' + proxy['port'], 'http')
# Every 10 requests, generate a new proxy
if n % 10 == 0:
proxy_index = random_proxy()
proxy = proxies[proxy_index]
# Make the call
try:
my_ip = urlopen(req).read().decode('utf8')
print('#' + str(n) + ': ' + my_ip)
clear_output(wait = True)
except: # If error, delete this proxy and find another one
del proxies[proxy_index]
print('Proxy ' + proxy['ip'] + ':' + proxy['port'] + ' deleted.')
proxy_index = random_proxy()
proxy = proxies[proxy_index]
# Retrieve a random index proxy (we need the index to delete it if not working)
def random_proxy():
return random.randint(0, len(proxies) - 1)
if __name__ == '__main__':
main()
That will create some proxies which are working. And the this part:
user_agent_list = (
#Chrome
'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/60.0.3112.113 Safari/537.36',
'Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/60.0.3112.90 Safari/537.36',
'Mozilla/5.0 (Windows NT 5.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/60.0.3112.90 Safari/537.36',
'Mozilla/5.0 (Windows NT 6.2; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/60.0.3112.90 Safari/537.36',
'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.157 Safari/537.36',
'Mozilla/5.0 (Windows NT 6.3; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/60.0.3112.113 Safari/537.36',
'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36',
'Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36',
'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36',
'Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36',
#Firefox
'Mozilla/4.0 (compatible; MSIE 9.0; Windows NT 6.1)',
'Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; rv:11.0) like Gecko',
'Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)',
'Mozilla/5.0 (Windows NT 6.1; Trident/7.0; rv:11.0) like Gecko',
'Mozilla/5.0 (Windows NT 6.2; WOW64; Trident/7.0; rv:11.0) like Gecko',
'Mozilla/5.0 (Windows NT 10.0; WOW64; Trident/7.0; rv:11.0) like Gecko',
'Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/5.0)',
'Mozilla/5.0 (Windows NT 6.3; WOW64; Trident/7.0; rv:11.0) like Gecko',
'Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.0)',
'Mozilla/5.0 (Windows NT 6.1; Win64; x64; Trident/7.0; rv:11.0) like Gecko',
'Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; WOW64; Trident/6.0)',
'Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; Trident/6.0)',
'Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729)'
)
Which will create different "headers", pretending to be a browser.
Last but not least just enter those into you request().
# Make a get request
user_agent = random.choice(user_agent_list)
headers= {'User-Agent': user_agent, "Accept-Language": "en-US, en;q=0.5"}
proxy = random.choice(proxies)
response = get("your url", headers=headers, proxies=proxy)
Hope that works with you problem.
Otherwise look here: https://www.scrapehero.com/how-to-fake-and-rotate-user-agents-using-python-3/
Cheers