#! /User/bin/env

-- coding:utf-8 --

from threading import Thread from queue import Queue import requests from bs4 import BeautifulSoup import pandas as pd from fake_useragent import UserAgent import time

def run_time(func): def wrapper(*args, **kw): start = time.time() func(*args, **kw) end = time.time() print('running', end-start, 's') return wrapper

class Spider(): def init(self): self.q = Queue() self.data = [] self.page_num = 10 self.thread_num = 10 self.headers={'User-Agent':UserAgent().random}

def produce_url(self):
    baseurl = 'https://sh.lianjia.com/zufang/pg{}'
    L=[]
    for i in range(1, self.page_num + 1):
        page_url = baseurl.format(i)
        L.append(page_url)
        for j in L:
            try:
                r=requests.get(j,headers=self.headers,timeout=30)
                r.raise_for_status()
                r.encoding=r.apparent_encoding
                soup = BeautifulSoup(r.text,'html.parser')
                a=soup.find_all("div",class_="info-panel")
                for k in range(len(a)):
                        link=a[j].find("a")["href"]
                        self.q.put(link)
            except:
                continue
def get_info(self):
while not self.q.empty():
url = self.q.get()
print(‘crawling’, url)
req = requests.get(url, headers=self.headers)
soup=BeautifulSoup(req.text,‘html.parser’)
b=soup.find(“div”,class_=“content zf-content”)
detail={}
detail[‘月租金’]=int(b.find(“span”,class_=“total”).text.strip())
detail[‘面积’]=b.find_all(“p”,class_=“lf”)[0].text[3:].strip()
detail[‘房屋户型’]=b.find_all(“p”,class_=“lf”)[1].text[5:].strip()
detail[‘楼层’]=b.find_all(“p”,class_=“lf”)[2].text[3:].strip()
detail[‘房屋朝向’]=b.find_all(“p”,class_=“lf”)[3].text[5:].strip()
detail[‘地铁’]=b.find_all(“p”)[4].text[3:].strip().strip()
detail[‘小区’]=b.find_all(“p”)[5].text[3:].strip()
detail[‘位置’]=b.find_all(“p”)[6].text[3:].strip()
    self.data.append(detail)
@run_time
def run(self):
self.produce_url()
ths = []
for _ in range(self.thread_num):
th = Thread(target=self.get_info)
th.start()
ths.append(th)
for th in ths:
th.join()
data=pd.DataFrame(self.data)
data.to_csv(‘链家网租房数据.csv’,encoding=‘utf_8_sig’)
print(‘Data crawling is finished.’)

if name == 'main': Spider().run()