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import requests | |
from fake_useragent import UserAgent | |
import random | |
import time | |
import os | |
from bs4 import BeautifulSoup | |
import logging | |
class PrivacyManager: | |
def __init__(self, proxy_list=None): | |
# Initialize User-Agent rotator | |
self.ua = UserAgent() | |
# Initialize proxies | |
self.proxies = [] | |
if proxy_list: | |
self.proxies = proxy_list | |
else: | |
# Default to a few free proxy examples (you'd want to update these) | |
self.proxies = [ | |
"http://public-proxy1.example.com:8080", | |
"http://public-proxy2.example.com:8080" | |
] | |
logging.info(f"Initialized PrivacyManager with {len(self.proxies)} proxies") | |
def get_random_proxy(self): | |
if not self.proxies: | |
return None | |
return random.choice(self.proxies) | |
def get_random_user_agent(self): | |
return self.ua.random | |
def handle_captcha(self, response): | |
""" | |
Basic CAPTCHA detection - in a real implementation, you'd need | |
more sophisticated handling or a dedicated service | |
""" | |
soup = BeautifulSoup(response.text, 'html.parser') | |
captcha_indicators = ['captcha', 'CAPTCHA', 'robot', 'verify'] | |
for indicator in captcha_indicators: | |
if indicator in response.text: | |
logging.warning(f"CAPTCHA detected: {indicator} found on page") | |
return True | |
return False | |
def get_request_params(self): | |
# Random delay to avoid detection | |
time.sleep(random.uniform(1, 3)) | |
params = { | |
'headers': {'User-Agent': self.get_random_user_agent()} | |
} | |
proxy = self.get_random_proxy() | |
if proxy: | |
params['proxies'] = { | |
'http': proxy, | |
'https': proxy | |
} | |
return params |