1.xpath用法（一般直接复制浏览器链接）
要先将请求到的
re=request.get(url=url,headers=headers).text
html=etree.HTML(re)
后面开始用xpath
lis=html.xpath('xpath的地址')
豆瓣top250示:
import csv
from lxml import etree
import requests
# 定义 CSV 文件列名
fieldnames = ['title', '评分']
# 以写入模式打开 CSV 文件，设置编码和 newline 参数
with open('豆瓣.csv', 'w', encoding='utf-8', newline='') as csvfile:
writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
# 写入列名
writer.writeheader()
for i in range(0, 10):
url = f'https://movie.douban.com/top250?start={i * 25}&filter='
headers = {
"user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/134.0.0.0 Safari/537.36"
}
response = requests.get(url, headers=headers)
response.raise_for_status()
html = etree.HTML(response.text)
# 获取所有电影对应的 <li> 元素
lis = html.xpath('/html/body/div[3]/div[1]/div/div[1]/ol/li')
for li in lis:
# 选取电影标题
title = li.xpath('./div/div[2]/div[1]/a/span[1]/text()')
mark = li.xpath('./div/div[2]/div[2]/div/span[2]/text()')
if title and mark:
title = title[0]
mark = mark[0]
print(title, mark)
# 将电影标题和评分写入 CSV 文件
writer.writerow({'title': title, '评分': mark})
2.re正则表达式
还回的数据一般都是列表[0]
\w：匹配任意一个字母、数字或下划线，等同于 [a-zA-Z0-9_]。大写的字母就差距在有^
# -*- coding: utf-8 -*-
import re
import json
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json_= re.findall(r'mtopjsonppcdetail\d+\((.*?)\)', string)[0].replace('\n','')
json_data=json.loads(json_)
# 写入表头
with open('1.csv', 'w', encoding='utf-8') as f:
f.write('昵称,id,auctionTitle\n')
rateList=json_data['data']['rateList']
for rate in rateList:
dic={
'昵称':rate['reduceUserNick'],
'id': rate['id'],
'auctionTitle': rate['auctionTitle'],
}
line = f"{dic['昵称']},{dic['id']},{dic['auctionTitle']}\n"
with open('1.csv', 'a', encoding='utf-8') as f:
f.write(line)
print(dic)3. BeautifulSoup一般也是请求的网址
re=request.get(url=url,heades=headers).text
soup=BeautifulSoup(re,'html.parser')
用法he=soup.find_all("标签"，class_='类名')
h2s=soup.find_all("h2",class_="entry")
import csv
import requests
from bs4 import BeautifulSoup
cookies = {
'Hm_lvt_4c9637db87f741d7588ff42a2a9c057d': '1742298115',
'Hm_lpvt_4c9637db87f741d7588ff42a2a9c057d': '1742298115',
'HMACCOUNT': 'C198FDDF677CE5AD',
}
headers = {
'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7',
'Accept-Language': 'zh-CN,zh;q=0.9',
'Cache-Control': 'no-cache',
'Pragma': 'no-cache',
'Proxy-Connection': 'keep-alive',
'Upgrade-Insecure-Requests': '1',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/134.0.0.0 Safari/537.36',
}
# 定义 CSV 文件列名
fieldnames = ['标题', '链接', '摘要']
# 以写入模式打开 CSV 文件，设置编码和 newline 参数
with open('crazyant_articles.csv', 'w', encoding='utf-8', newline='') as csvfile:
writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
# 写入列名
writer.writeheader()
for i in range(0, 50):
try:
# 发送请求
response = requests.get(f'http://www.crazyant.net/page/{i + 1}', cookies=cookies, headers=headers)
response.raise_for_status() # 检查请求是否成功
html_doc = response.text
# 解析 HTML
soup = BeautifulSoup(html_doc, 'html.parser')
h2s = soup.find_all("h2", class_="entry-title")
divs = soup.find_all("div", class_="entry-summary")
# 同时迭代 h2s 和 divs 列表
for h2, div in zip(h2s, divs):
link = h2.a['href']
text = h2.get_text()
summary = div.get_text()
print(text)
print(link)
print(summary)
print()
# 将数据写入 CSV 文件
writer.writerow({
'标题': text,
'链接': link,
'摘要': summary
})
except requests.RequestException as e:
print(f"请求出错: {e}")
except KeyError:
print("在解析 HTML 时，未找到所需的元素或属性。")
except Exception as e:
print(f"发生未知错误: {e}")
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