如何编写一个python爬虫脚本
时间: 2023-05-24 07:06:01 浏览: 265
编写一个 Python 爬虫脚本的基本步骤如下:
1. 导入所需库
```
import requests
from bs4 import BeautifulSoup
```
2. 构建请求头和请求参数
```
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'}
params = {
'q': 'python',
'start': '0',
'num': '10'
}
```
3. 发起请求并获取响应
```
response = requests.get('https://www.google.com/search', params=params, headers=headers)
```
4. 解析页面内容
```
soup = BeautifulSoup(response.text, 'html.parser')
```
5. 提取需要的数据
```
titles = soup.find_all('h3', class_='r')
for title in titles:
print(title.text)
```
完整代码示例:
```
import requests
from bs4 import BeautifulSoup
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 '
'(KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'}
params = {
'q': 'python',
'start': '0',
'num': '10'
}
response = requests.get('https://www.google.com/search', params=params, headers=headers)
soup = BeautifulSoup(response.text, 'html.parser')
titles = soup.find_all('h3', class_='r')
for title in titles:
print(title.text)
```
以上代码可以用于在 Google 搜索中搜索 Python 相关的结果,并提取出标题。编写爬虫时需要注意网站的合法性,遵守规则和尊重网站所有者的意愿,避免被认为是恶意爬虫。
阅读全文