Python爬取链家租房信息
兴趣点:
继续练手,今天以石家庄市开发区为例,爬取所有链家在租房屋信息
这种静态网页我已经练了很多了,已经驾轻就熟了
目标网站:
传送门:https://sjz.lianjia.com/zufang/kaifaqu1/
爬虫大体思路与方法:
大体思路:
(1)找到翻页的规律(链家是静态网页,直接看浏览器上方显示的链接就能找到规律)
(2)获取我们想要的出租房的信息包括房源、面积、具体地址等,整理到列表中
(3)存储到本地
方法:
(1)getHTMLText(url):页面获取方法
(2)fillList(url,roomlist):把出租房的各种信息存入列表
(3)save(roomlist,path):读取列表内容存入本地txt文件
参数介绍:
(1)roomlist:存放出租房各种信息的列表
(2)path:本地存储路径
部分细节讲解:
(1)获取house_name的写法:
为什么不直接用 find 方法找a标签?如下:
house_name = house.find("a",class_ = "twoline").get_text().strip()
这样写获取不到内容,这个问题我也不清楚,也不是第一次遇到了,可能是a标签的特性
所以改成了下面这样:
house_name = house.find("p",class_ = "content__list--item--title").find("a").get_text().strip()
(2)为了使获取的内容更整齐,再次强调一下去空格:
str.strip():去除字符串两端的空格
str.replace(“旧字符”,”新字符”):把旧字符替换成新字符,用于替换内部的空格、制表符和换行符
(3)有个别出租房没有提供部分信息可能导致爬虫中断:
在循环外套一个try——except抛出即可
try:
for house in soup.find_all("div",class_ = "content__list--item"):
......
......
except:
print("部分信息缺失,爬取失败*************************")
完整代码:
import requests
import re
import os
from bs4 import BeautifulSoup
def getHTMLText(url):
try:
kv = {"user-agent":"Mozilla/5.0"}
r = requests.get(url,headers = kv)
r.raise_for_status()
r.encoding = r.apparent_encoding
return r.text
except:
print("getHTMLText失败!")
return ""
def fillList(url,roomlist):
for i in range(1,55):
page_url = url + "pg{}".format(i)
html = getHTMLText(page_url)
soup = BeautifulSoup(html,"html.parser")
try:
for house in soup.find_all("div",class_ = "content__list--item"):
house_name = house.find("p",class_ = "content__list--item--title").find("a").get_text().strip()
house_price = house.find("span",class_ = "content__list--item-price").get_text().strip()
des = house.find("p",class_ = "content__list--item--des").get_text()
deslist = des.split("/")
house_address = deslist[0].strip()
house_area = deslist[1].strip()
house_towards = deslist[2].strip()
house_roomtype = deslist[3].strip()
house_floor = deslist[4].strip().replace(" ","").replace("\t","")
house_tips = house.find("p",class_ = "content__list--item--bottom oneline").get_text().strip().replace("\n","").replace("\t","")
roomlist.append([house_name, house_price, house_address, house_area, house_towards, house_roomtype, house_floor, house_tips])
print(house_address + "爬取成功!")
except:
print("部分信息缺失,爬取失败*************************")
def save(roomlist,path):
with open (path,'a',encoding = 'utf-8') as f:
f.write("房源"+"\t"+"价格"+"\t"+"具体地址"+"\t"+"面积"+"\t"+"朝向"+"\t"+"房型"+"\t"+"层数"+"\t"+"其他优势"+"\n")
for room in roomlist:
f.write(
room[0] + "\t" +
room[1] + "\t" +
room[2] + "\t" +
room[3] + "\t" +
room[4] + "\t" +
room[5] + "\t" +
room[6] + "\t" +
room[7] + "\n")
print(room[2] + "存储成功!")
f.close()
def main():
url = "https://sjz.lianjia.com/zufang/kaifaqu1/"
roomlist = []
path = "石家庄开发区租房信息.txt"
fillList(url,roomlist)
save(roomlist,path)
main()
爬取结果展示:
直接写入Excel未免太过麻烦,我习惯了写到txt再转到Excel的方法了(☄⊙ω⊙)☄
至于怎么用Excel按制表符分列大家应该都会吧?不会有人不会吧?不会吧?不会吧?哈哈