【Python】爬虫通过验证码

1、将验证码下载至本地

# 获取验证码界面html
url = 'http://www.example.com/a.html'
resp = requests.get(url)
soup = BeautifulSoup(resp.content.decode('UTF-8'), 'html.parser')#找到验证码图片标签，获取其地址
src = soup.select_one('div.captcha-row img')['src']# 验证码下载至本地
resp = requests.get(src)
with open('../images/verify.png', 'wb') as f:f.write(resp.content)

2、解析验证码

pip install ddddocr

ocr = ddddocr.DdddOcr()
with open('../images/verify.png', 'rb') as f:img = f.read()code = ocr.classification(img)print(code)

3、发送验证码

	#获取 token，一般验证码框有个隐藏的tokentoken = soup.find('input', {'name': 'csrfToken'}).get('value')# 提交按钮对应的URLverify_url = 'https://www.example.com/verify'# 表单数据具体有哪几项可以在界面提交时查看（F12）data = {'vcode': code,'token': token,'btnPost':''}# 请求头（F12 从请求里扒）headers = {'content-type': 'application/x-www-form-urlencoded','user-agent': 'Mozilla/5.0 (Macintosh;) AppleWebKit/537.36 (KHTML, like Gecko) Chrome'}response = requests.post(verify_url, data=data, headers=headers)if response.status_code == 200:print('人机验证 - success')else:print('人机验证 - fail')