python playwright爬虫如何进行反爬虫策略

在Python Playwright中实现反爬虫策略，可以通过以下几种方法：

1. 设置User-Agent：为了模拟正常用户的浏览行为，可以在请求头中设置不同的User-Agent。这可以降低被目标网站识别为爬虫的风险。

from playwright.sync_api import sync_playwright

with sync_playwright() as p:
    browser = p.chromium.launch()
    context = browser.new_context(user_agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.131 Safari/537.36")
    page = context.new_page()
    page.goto("https://example.com")

2. 使用代理IP：通过使用代理IP，可以隐藏爬虫的真实IP地址，降低被封禁的风险。

from playwright.sync_api import sync_playwright

with sync_playwright() as p:
    browser = p.chromium.launch(proxy={"server": "http://your_proxy_ip:port"})
    context = browser.new_context()
    page = context.new_page()
    page.goto("https://example.com")

3. 设置请求间隔：为了避免在短时间内发送大量请求，可以设置请求之间的间隔时间。

import time
from playwright.sync_api import sync_playwright

with sync_playwright() as p:
    browser = p.chromium.launch()
    context = browser.new_context()
    page = context.new_page()
    
    for url in urls:
        page.goto(url)
        time.sleep(5)  # 设置5秒的请求间隔

4. 使用验证码识别：如果目标网站使用了验证码，可以使用第三方验证码识别服务（如2Captcha）来识别并输入验证码。

from playwright.sync_api import sync_playwright
import requests

def solve_captcha(image_url):
    response = requests.post("https://2captcha.com/in.php", data=https://www.yisu.com/ask/{"key": "your_2captcha_api_key",
        "method": "base64",
        "body": image_url,
        "json": 1
    })
    return response.text

with sync_playwright() as p:
    browser = p.chromium.launch()
    context = browser.new_context()
    page = context.new_page()
    
    for url in urls:
        page.goto(url)
        
        if "captcha" in page.content():
            captcha_image_url = page.$(".captcha img").get_attribute("src")
            captcha_text = solve_captcha(captcha_image_url)
            page.type("#captcha_input", captcha_text)
            page.click("#captcha_submit")

5. 模拟登录：如果目标网站需要登录才能访问某些页面，可以使用Playwright的page.goto()方法模拟登录过程。

from playwright.sync_api import sync_playwright

with sync_playwright() as p:
    browser = p.chromium.launch()
    context = browser.new_context()
    
    # 登录第一个页面
    page1 = context.new_page()
    page1.goto("https://example.com/login")
    page1.type("#username", "your_username")
    page1.type("#password", "your_password")
    page1.click("#login_button")
    page1.wait_for_navigation({"url": "https://example.com/dashboard"})
    
    # 登录第二个页面
    page2 = context.new_page()
    page2.goto("https://example.com/dashboard")
    # 在这里进行其他操作

通过结合这些策略，可以有效地降低被目标网站识别为爬虫的风险。