工作任务和目标:自动获取百度实时热搜榜的标题和热搜指数
标题:
东部战区台岛战巡演练模拟动画
4946724
第一步,在deepseek中输入如下提示词:
你是一个Python爬虫专家,完成以下网页爬取的Python脚本任务:
在F:\aivideo文件夹里面新建一个Excel文件:topbaidu.xlsx
设置chromedriver的路径为:"D:\Program Files\chromedriver125\chromedriver.exe"
用selenium打开网页:https://top.baidu.com/board?tab=realtime;
请求标头为:
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-Encoding:
gzip, deflate, br, zstd
Accept-Language:
zh-CN,zh;q=0.9,en;q=0.8
Cache-Control:
max-age=0
Connection:
keep-alive
Host:
http://
top.baidu.com
Referer:
https://
top.baidu.com/board?
platform=pc&tab=homepage&sa=pc_index_homepage_all
Sec-Ch-Ua:
"Google Chrome";v="125", "Chromium";v="125", "Not.A/Brand";v="24"
Sec-Ch-Ua-Mobile:
?0
Sec-Ch-Ua-Platform:
"Windows"
Sec-Fetch-Dest:
document
Sec-Fetch-Mode:
navigate
Sec-Fetch-Site:
same-origin
Sec-Fetch-User:
?1
Upgrade-Insecure-Requests:
1
User-Agent:
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36
解析源代码,并打印输出;
定位class="c-single-text-ellipsis"的div标签,提取其文本内容作为热搜标题,保存到topbaidu.xlsx的第1列;
定位class="hot-index_1Bl1a"的div标签,提取其文本内容作为热搜指数,保存到topbaidu.xlsx的第2列;
注意:
每一步都要输出相关信息到屏幕;
每解析一个网页随机暂停1-10秒;
设置请求头,来应对反爬虫机制;
DataFrame.append 方法在 pandas 1.4.0 版本中已经被弃用,并且在后续版本中被移除。为了解决这个问题,我们可以使用 concat 函数来代替 append
第二步,查看审阅deepseek生成的Python代码:
import os
import time
import random
import pandas as pd
from selenium import webdriver
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.common.by import By
from selenium.webdriver.chrome.options import Options
# 设置chromedriver的路径
chromedriver_path = "D:\\Program Files\\chromedriver125\\chromedriver.exe"
# 设置请求头
headers = {
'authority': 'top.baidu.com',
'method': 'GET',
'path': '/board?tab=realtime',
'scheme': 'https',
'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-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'zh-CN,zh;q=0.9,en;q=0.8',
'cache-control': 'max-age=0',
'cookie': '__root_domain_v=.baidu.com; _qddaz=QD.484716194472545; _ntes_origin_from=sogou; _ntes_nuid=af525edefbd3d363cd5876dbe902d85b; s_n_f_l_n3=01cb466d244b7db51716517702302; _antanalysis_s_id=1716517702995; UserProvince=%u5168%u56FD; ne_analysis_trace_id=1716518441938; vinfo_n_f_l_n3=01cb466d244b7db5.1.0.1716517702302.0.1716518672850',
'if-modified-since': 'Fri, 24 May 2024 02:40:05 GMT',
'priority': 'u=0, i',
'referer': '
https://www.
sogou.com/link?
url=hedJjaC291M4oaTBlXc5yCiioa5eDVgw
',
'sec-ch-ua': '"Google Chrome";v="125", "Chromium";v="125", "Not.A/Brand";v="24"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'cross-site',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36'
}
# 设置Chrome选项
chrome_options = Options()
chrome_options.add_argument(f'user-agent={headers["user-agent"]}')
# 设置Chrome服务
service = Service(chromedriver_path)
# 启动Chrome浏览器
driver = webdriver.Chrome(service=service, options=chrome_options)
# 打开网页
url = '
https://
top.baidu.com/board?
tab=realtime
'
driver.get(url)
# 等待页面加载完成