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#web scraping
#web crawling
fake_useragent가 뭐야?
마치 실제 유저가 브라우저를 통해서 요청을 보내는 것처럼 위장을 하는 기능을 제공해주는 모듈입니다.
왜 fake_useragent를 사용해야 해?
우리가 코드를 작성해 요청을 하는 것을 서버 쪽에서도 파악을 할 수 있습니다. 이렇게 로봇 방식으로 보내는 요청을 모두 받을 경우 쉽게 요청 과부화를 만들 수 있기 때문에 서버를 운영하는 입장에서는 리스크가 큰 방식입니다. 따라서 많은 웹사이트에서 로봇의 요청을 막아두고 있습니다.
따라서 웹스크래핑을 원활히 실행하기 위해서는 우리가 일반 에이전트(예: 크롬 브라우저)를 통해서 요청을 하고 있는 것으로 위장을 할 필요가 있습니다.
아래에는 어떻게 fake_useragent를 사용하는지 살펴보겠습니다.
필요한 모듈 임포트 하기
요청을 보내기 위해서 requests 모듈을 임포트 합니다.
에이전트를 위장하기 위해서 UserAgent를 임포트합니다.
import requests
from fake_useragent import UserAgent
UserAgent의 인스턴스를 생성합니다
인스턴스를 생성한다는 것은 UserAgent의 클래스에 메모리를 부여해서 활용할 수 있는 상태로 만드는 것을 의미합니다.
ua = UserAgent()
header 에이전트 정보를 설정하기
위장을 하고 싶은 에이전트 정보를 헤더에 설정해 줍니다. 여기서는 크롬 브라우저로 설정을 하고 있습니다.
header = {'user-agent' : ua.chrome}
헤더 정보를 담아서 요청 보내기
요청을 할 때 서버에서 크롬에서 요청을 보냈다고 인식할 수 있도록 해더 정보를 같이 담아서 보내줍니다.
여기서는 구글 사이트에 요청을 보내고 있습니다.
page = requests.get('https://www.google.com', headers=header)
reaponse(응답) 받은 내용을 출력해보겠습니다.
print(page.content)헤더를 설정해서 보내지 않았을 때와 마찬가지로 html문서를 보내고 있는 것을 확인할 수 있습니다.
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