溫馨提示×

您好,登錄后才能下訂單哦!

密碼登錄×
登錄注冊(cè)×
其他方式登錄
點(diǎn)擊 登錄注冊(cè) 即表示同意《億速云用戶服務(wù)條款》

Python中如何爬取新聞資訊

發(fā)布時(shí)間:2020-07-15 16:06:19 來(lái)源:億速云 閱讀:245 作者:小豬 欄目:開(kāi)發(fā)技術(shù)

這篇文章主要為大家展示了Python中如何爬取新聞資訊,內(nèi)容簡(jiǎn)而易懂,下面讓小編帶大家一起學(xué)習(xí)一下吧。

一個(gè)簡(jiǎn)單的Python資訊采集案例,列表頁(yè)到詳情頁(yè),到數(shù)據(jù)保存,保存為txt文檔,網(wǎng)站網(wǎng)頁(yè)結(jié)構(gòu)算是比較規(guī)整,簡(jiǎn)單清晰明了,資訊新聞內(nèi)容的采集和保存!

Python中如何爬取新聞資訊

應(yīng)用到的庫(kù)

requests,time,re,UserAgent,etree

import requests,time,re
from fake_useragent import UserAgent
from lxml import etree

列表頁(yè)面

Python中如何爬取新聞資訊

列表頁(yè),鏈接xpath解析

href_list=req.xpath('//ul[@class="news-list"]/li/a/@href')

詳情頁(yè)

Python中如何爬取新聞資訊

Python中如何爬取新聞資訊

內(nèi)容xpath解析

h3=req.xpath('//div[@class="title-box"]/h3/text()')[0]
author=req.xpath('//div[@class="title-box"]/span[@class="news-from"]/text()')[0]
details=req.xpath('//div[@class="content-l detail"]/p/text()')

內(nèi)容格式化處理

detail='\n'.join(details)

標(biāo)題格式化處理,替換非法字符

pattern = r"[\/\\\:\*\&#63;\"\<\>\|]"
new_title = re.sub(pattern, "_", title) # 替換為下劃線

保存數(shù)據(jù),保存為txt文本

def save(self,h3, author, detail):
with open(f'{h3}.txt','w',encoding='utf-8') as f:
f.write('%s%s%s%s%s'%(h3,'\n',detail,'\n',author))

print(f"保存{h3}.txt文本成功!")

遍歷數(shù)據(jù)采集,yield處理

def get_tasks(self):
data_list = self.parse_home_list(self.url)
for item in data_list:
yield item

程序運(yùn)行效果

Python中如何爬取新聞資訊

程序采集效果

Python中如何爬取新聞資訊

附源碼參考:

# -*- coding: UTF-8 -*-

import requests,time,re
from fake_useragent import UserAgent
from lxml import etree

class RandomHeaders(object):
  ua=UserAgent()
  @property
  def random_headers(self):
    return {
      'User-Agent': self.ua.random,
    }

class Spider(RandomHeaders):
  def __init__(self,url):
    self.url=url


  def parse_home_list(self,url):
    response=requests.get(url,headers=self.random_headers).content.decode('utf-8')
    req=etree.HTML(response)
    href_list=req.xpath('//ul[@class="news-list"]/li/a/@href')
    print(href_list)
    for href in href_list:
      item = self.parse_detail(f'https://yz.chsi.com.cn{href}')
      yield item


  def parse_detail(self,url):
    print(f">>正在爬取{url}")
    try:
      response = requests.get(url, headers=self.random_headers).content.decode('utf-8')
      time.sleep(2)
    except Exception as e:
      print(e.args)
      self.parse_detail(url)
    else:
      req = etree.HTML(response)
      try:
        h3=req.xpath('//div[@class="title-box"]/h3/text()')[0]
        h3=self.validate_title(h3)
        author=req.xpath('//div[@class="title-box"]/span[@class="news-from"]/text()')[0]
        details=req.xpath('//div[@class="content-l detail"]/p/text()')
        detail='\n'.join(details)
        print(h3, author, detail)
        self.save(h3, author, detail)
        return h3, author, detail
      except IndexError:
        print(">>>采集出錯(cuò)需延時(shí),5s后重試..")
        time.sleep(5)
        self.parse_detail(url)


  @staticmethod
  def validate_title(title):
    pattern = r"[\/\\\:\*\&#63;\"\<\>\|]"
    new_title = re.sub(pattern, "_", title) # 替換為下劃線
    return new_title



  def save(self,h3, author, detail):
    with open(f'{h3}.txt','w',encoding='utf-8') as f:
      f.write('%s%s%s%s%s'%(h3,'\n',detail,'\n',author))

    print(f"保存{h3}.txt文本成功!")
  def get_tasks(self):
    data_list = self.parse_home_list(self.url)
    for item in data_list:
      yield item
if __name__=="__main__":
  url="https://yz.chsi.com.cn/kyzx/jyxd/"
  spider=Spider(url)
  for data in spider.get_tasks():
    print(data)

以上就是關(guān)于Python中如何爬取新聞資訊的內(nèi)容,如果你們有學(xué)習(xí)到知識(shí)或者技能,可以把它分享出去讓更多的人看到。

向AI問(wèn)一下細(xì)節(jié)

免責(zé)聲明:本站發(fā)布的內(nèi)容(圖片、視頻和文字)以原創(chuàng)、轉(zhuǎn)載和分享為主,文章觀點(diǎn)不代表本網(wǎng)站立場(chǎng),如果涉及侵權(quán)請(qǐng)聯(lián)系站長(zhǎng)郵箱:is@yisu.com進(jìn)行舉報(bào),并提供相關(guān)證據(jù),一經(jīng)查實(shí),將立刻刪除涉嫌侵權(quán)內(nèi)容。

AI