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