一个简单的基于Tornado二手房信息统计项目的开发实现
阅读原文时间:2023年07月09日阅读:3

Purpose

最近因为要买房子,扫过了各种信息,貌似lianjia上的数据还是靠点谱的(最起码房源图片没有太大的出入),心血来潮想着做几个图表来显示下房屋的数据信息,顺便练练手。

需求分析

1从lianjia的网站上获取关键的房屋信息数据,然后按照自己的需求通过图表显示出来。

2每天从lianjia的网站上获取一次数据

3以上海地区为主(本人在上海)

4最终生成图表有:房屋交易总量,二手房均价,在售房源,近90天成交量,昨日带看次数

分析获取网站数据

1 数据源

数据的获取主要是从两个地方:

http://sh.lianjia.com/chengjiao/   //成交量数据统计获取

页面上的数据(下面显示的是没登录前的量,貌似登录之后会比这个量要多一点):

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" 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http://sh.lianjia.com/ershoufang/  //二手房相关数据获取

页面上数据:

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" alt="" />

2 获取方法获取网页数据的话,首先想到的是scrapy,不过考虑到获取的数据不是很多很复杂,这里只用urllib.request来获取就可以了。后面因为使用到tornado的异步,所以会替换成httpclient.AsyncHTTPClient().fetch()。

3 使用urllib.request来获取相关数据。

首先,从网页上爬数据,使用obtain_page_data基础的函数:

def obtain_page_data(target_url):
with urllib.request.urlopen(target_url) as f:
data = f.read().decode('utf8')
return data

obtain_page_data()函数的话,主要是访问给定页面,然后返回页面的数据

然后,获取了数据之后,要按照需求来获取网页上的数据,主要是两大块:

1)房屋总成交量(http://sh.lianjia.com/chengjiao/)

定义函数get_total_dealed_house(),函数最终是返回页面上的总成交量,那么在调用obtain_page_data()获取页面的data后,分析下这个数据是在哪个位置。

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" alt="" />

那么看到数据一个div下,那么使用BeautifulSoup解析一下获取的html数据后,通过下面的命令来获取text数据:

dealed_house = soup_obj.html.body.find('div', {'class': 'list-head'}).text

找到了text内容之后通过正则表达式过滤掉非数字的字符,然后就获取到了这个数据,具体如下:

def get_total_dealed_house(target_url):
# 获取总的房屋成交量
page_data = obtain_page_data(target_url)
soup_obj = BeautifulSoup(page_data,"html.parser")
dealed_house = soup_obj.html.body.find('div', {'class': 'list-head'}).text
dealed_house_num = re.findall(r'\d+', dealed_house)[0]

 return int(dealed\_house\_num)

2)获取其他在线数据(http://sh.lianjia.com/ershoufang/)

类似的,要先分析自己要的数据在网页中的哪个位置,然后去获取,过滤,具体如下:

def get_online_data(target_url):
# 获取 城市挂牌均价,正在出售数量,90天内交易量,昨日看房次数
page_data = obtain_page_data(target_url)
soup_obj = BeautifulSoup(page_data, "html.parser")
online_data_str = soup_obj.html.body.find('div', {'class': 'secondcon'}).text
online_data = online_data_str.replace('\n', '')
avg_price, on_sale, _, sold_in_90, yesterday_check_num = re.findall(r'\d+', online_data)

 return {'avg\_price':avg\_price,'on\_sale':on\_sale,'sold\_in\_90':sold\_in\_90,'yesterday\_check\_num':yesterday\_check\_num}

3)数据整合/细分各区

使用shanghai_data_process()函数来整合一下1,2中获取的数据,另外lianjia网页上上海区域的数据其实是可以按照各个区来查询的,那么这里也做一下处理,如下:

def shanghai_data_process():
'''
获取上海各个区的数据
:return:
'''
chenjiao_page = "http://sh.lianjia.com/chengjiao/"
ershoufang_page = "http://sh.lianjia.com/ershoufang/"
sh_area_dict = {
"all":"",
"pudongxinqu": "pudongxinqu/",
"minhang": "minhang/",
"baoshan": "baoshan/",
"xuhui": "xuhui/",
"putuo": "putuo/",
"yangpu": "yangpu/",
"changning": "changning/",
"songjiang": "songjiang/",
"jiading": "jiading/",
"huangpu": "huangpu/",
"jingan": "jingan/",
"zhabei": "zhabei/",
"hongkou": "hongkou/",
"qingpu": "qingpu/",
"fengxian": "fengxian/",
"jinshan": "jinshan/",
"chongming": "chongming/",
"shanghaizhoubian": "shanghaizhoubian/",
}
dealed_house_num = get_total_dealed_house(chenjiao_page)
sh_online_data = {}
for key,value in sh_area_dict.items():
sh_online_data[key] = get_online_data(ershoufang_page+sh_area_dict[key])
print("dealed_house_num %s" %dealed_house_num)
for key,value in sh_online_data.items():
print(key,value)

4)整体代码以及输出效果

import urllib.request
import re
from bs4 import BeautifulSoup
import time

def obtain_page_data(target_url):
with urllib.request.urlopen(target_url) as f:
data = f.read().decode('utf8')
return data

def get_total_dealed_house(target_url):
# 获取总的房屋成交量
page_data = obtain_page_data(target_url)
soup_obj = BeautifulSoup(page_data,"html.parser")
dealed_house = soup_obj.html.body.find('div', {'class': 'list-head'}).text
dealed_house_num = re.findall(r'\d+', dealed_house)[0]

 return int(dealed\_house\_num)

def get_online_data(target_url):
# 获取 城市挂牌均价,正在出售数量,90天内交易量,昨日看房次数
page_data = obtain_page_data(target_url)
soup_obj = BeautifulSoup(page_data, "html.parser")
online_data_str = soup_obj.html.body.find('div', {'class': 'secondcon'}).text
online_data = online_data_str.replace('\n', '')
avg_price, on_sale, _, sold_in_90, yesterday_check_num = re.findall(r'\d+', online_data)

 return {'avg\_price':avg\_price,'on\_sale':on\_sale,'sold\_in\_90':sold\_in\_90,'yesterday\_check\_num':yesterday\_check\_num}

def shanghai_data_process():
'''
获取上海各个区的数据
:return:
'''
chenjiao_page = "http://sh.lianjia.com/chengjiao/"
ershoufang_page = "http://sh.lianjia.com/ershoufang/"
sh_area_dict = {
"all":"",
"pudongxinqu": "pudongxinqu/",
"minhang": "minhang/",
"baoshan": "baoshan/",
"xuhui": "xuhui/",
"putuo": "putuo/",
"yangpu": "yangpu/",
"changning": "changning/",
"songjiang": "songjiang/",
"jiading": "jiading/",
"huangpu": "huangpu/",
"jingan": "jingan/",
"zhabei": "zhabei/",
"hongkou": "hongkou/",
"qingpu": "qingpu/",
"fengxian": "fengxian/",
"jinshan": "jinshan/",
"chongming": "chongming/",
"shanghaizhoubian": "shanghaizhoubian/",
}
dealed_house_num = get_total_dealed_house(chenjiao_page)
sh_online_data = {}
for key,value in sh_area_dict.items():
sh_online_data[key] = get_online_data(ershoufang_page+sh_area_dict[key])
print("dealed_house_num %s" %dealed_house_num)
for key,value in sh_online_data.items():
print(key,value)

def main():
start_time = time.time()
shanghai_data_process()
print("time cost: %s" % (time.time() - start_time))

if __name__=='__main__':
main()

初版源码collect_data.py

Result:

dealed_house_num 51691
zhabei {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
changning {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
baoshan {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
putuo {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
qingpu {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
jinshan {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
chongming {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
all {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
jingan {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
xuhui {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
songjiang {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
yangpu {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
pudongxinqu {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
shanghaizhoubian {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
minhang {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
hongkou {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
fengxian {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
jiading {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
huangpu {'yesterday_check_num': '', 'sold_in_90': '', 'avg_price': '', 'on_sale': ''}
time cost: 12.94211196899414

Result

移植到tornado上

1 为什么要使用tornado

tornado是一个小巧的异步的python框架,这里使用到它是因为在发送request获取网页数据(IO密集)其实可以使用异步来提高效率,特别是在后期访问量大的时候,使用tornado会提高效率。

2 移植上面初步获取数据功能到tornado上

这里的关键点有这么几个:

1)异步获取网页数据

使用httpclient.AsyncHTTPClient().fetch()来获取页面数据,配合使用gen.coroutine+yield来实现异步。

2)返回数据的时候要使用raise gen.Return(data)

3)初步改造后的版本以及运行结果如下:

import re
from bs4 import BeautifulSoup
import time
from tornado import httpclient,gen,ioloop

@gen.coroutine
def obtain_page_data(target_url):
response = yield httpclient.AsyncHTTPClient().fetch(target_url)
data = response.body.decode('utf8')
print("start %s %s" %(target_url,time.time()))

 raise gen.Return(data)

@gen.coroutine
def get_total_dealed_house(target_url):
# 获取总的房屋成交量
page_data = yield obtain_page_data(target_url)
soup_obj = BeautifulSoup(page_data,"html.parser")
dealed_house = soup_obj.html.body.find('div', {'class': 'list-head'}).text
dealed_house_num = re.findall(r'\d+', dealed_house)[0]

 raise gen.Return(int(dealed\_house\_num))

@gen.coroutine
def get_online_data(target_url):
# 获取 城市挂牌均价,正在出售数量,90天内交易量,昨日看房次数
page_data = yield obtain_page_data(target_url)
soup_obj = BeautifulSoup(page_data, "html.parser")
online_data_str = soup_obj.html.body.find('div', {'class': 'secondcon'}).text
online_data = online_data_str.replace('\n', '')
avg_price, on_sale, _, sold_in_90, yesterday_check_num = re.findall(r'\d+', online_data)

 raise gen.Return({'avg\_price':avg\_price,'on\_sale':on\_sale,'sold\_in\_90':sold\_in\_90,'yesterday\_check\_num':yesterday\_check\_num})

@gen.coroutine
def shanghai_data_process():
'''
获取上海各个区的数据
:return:
'''
start_time = time.time()
chenjiao_page = "http://sh.lianjia.com/chengjiao/"
ershoufang_page = "http://sh.lianjia.com/ershoufang/"
dealed_house_num = yield get_total_dealed_house(chenjiao_page)
sh_area_dict = {
"all": "",
"pudongxinqu": "pudongxinqu/",
"minhang": "minhang/",
"baoshan": "baoshan/",
"xuhui": "xuhui/",
"putuo": "putuo/",
"yangpu": "yangpu/",
"changning": "changning/",
"songjiang": "songjiang/",
"jiading": "jiading/",
"huangpu": "huangpu/",
"jingan": "jingan/",
"zhabei": "zhabei/",
"hongkou": "hongkou/",
"qingpu": "qingpu/",
"fengxian": "fengxian/",
"jinshan": "jinshan/",
"chongming": "chongming/",
"shanghaizhoubian": "shanghaizhoubian/",
}
sh_online_data = {}
for key,value in sh_area_dict.items():
sh_online_data[key] = yield get_online_data(ershoufang_page+sh_area_dict[key])
print("dealed_house_num %s" %dealed_house_num)
for key,value in sh_online_data.items():
print(key,value)

 print("tornado time cost: %s" %(time.time()-start\_time) )

if __name__=='__main__':
io_loop = ioloop.IOLoop.current()
io_loop.run_sync(shanghai_data_process)

tornado初版

start http://sh.lianjia.com/chengjiao/ 1480320585.879013
start http://sh.lianjia.com/ershoufang/jinshan/ 1480320586.575354
start http://sh.lianjia.com/ershoufang/chongming/ 1480320587.017322
start http://sh.lianjia.com/ershoufang/yangpu/ 1480320587.515317
start http://sh.lianjia.com/ershoufang/hongkou/ 1480320588.051793
start http://sh.lianjia.com/ershoufang/fengxian/ 1480320588.593865
start http://sh.lianjia.com/ershoufang/jiading/ 1480320589.134367
start http://sh.lianjia.com/ershoufang/qingpu/ 1480320589.6134
start http://sh.lianjia.com/ershoufang/pudongxinqu/ 1480320590.215136
start http://sh.lianjia.com/ershoufang/putuo/ 1480320590.696576
start http://sh.lianjia.com/ershoufang/zhabei/ 1480320591.34218
start http://sh.lianjia.com/ershoufang/changning/ 1480320591.935762
start http://sh.lianjia.com/ershoufang/xuhui/ 1480320592.5159
start http://sh.lianjia.com/ershoufang/minhang/ 1480320593.096085
start http://sh.lianjia.com/ershoufang/songjiang/ 1480320593.749226
start http://sh.lianjia.com/ershoufang/ 1480320594.306287
start http://sh.lianjia.com/ershoufang/shanghaizhoubian/ 1480320594.807418
start http://sh.lianjia.com/ershoufang/huangpu/ 1480320595.2744
start http://sh.lianjia.com/ershoufang/jingan/ 1480320595.850909
start http://sh.lianjia.com/ershoufang/baoshan/ 1480320596.368479
dealed_house_num 51691
jinshan {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
yangpu {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
hongkou {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
fengxian {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
chongming {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
pudongxinqu {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
putuo {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
zhabei {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
changning {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
baoshan {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
xuhui {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
minhang {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
songjiang {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
all {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
shanghaizhoubian {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
jingan {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
jiading {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
qingpu {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
huangpu {'yesterday_check_num': '', 'on_sale': '', 'avg_price': '', 'sold_in_90': ''}
tornado time cost: 10.953541040420532

初版运行结果

存储数据到数据库中

这里我使用的是mysql数据库,那么在tornado中可以使用pymysql来连接数据库,并且我这里使用了sqlalchemy来完成程序中的DML。

sqlalchemy部分的内容详见这里。

1)表结构

这里需要的表不是很多,如下:

sh_area   //上海区域表,存放上海各个区域
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" alt="" />

sh_total_city_dealed  //上海地区二手房总成交量

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" alt="" />

online_data  //上海各区二手房数据

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" alt="" />

2) 使用sqlalchemy来初始化表

settings中设置的是数据库连接相关内容。

from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker
DB={
'connector':'mysql+pymysql://root:xxxxx@127.0.0.1:3306/devdb1',
'max_session':5
}

engine = create_engine(DB['connector'], max_overflow= DB['max_session'], echo= False)
SessionCls = sessionmaker(bind=engine)
session = SessionCls()

settings.py

初始化脚本

from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy import Column,Integer,String,ForeignKey,DateTime

import os,sys
BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
sys.path.append(BASE_DIR)

from conf import settings

Base = declarative_base()

class SH_Area(Base):
__tablename__ = 'sh_area' # 表名
id = Column(Integer, primary_key=True)
name = Column(String(64))

class Online_Data(Base):
__tablename__ = 'online_data' # 表名
id = Column(Integer, primary_key=True)
sold_in_90 = Column(Integer)
avg_price = Column(Integer)
yesterday_check_num = Column(Integer)
on_sale = Column(Integer)
date = Column(DateTime)
belong_area = Column(Integer,ForeignKey('sh_area.id'))

class SH_Total_city_dealed(Base):
__tablename__ = 'sh_total_city_dealed' # 表名
id = Column(Integer, primary_key=True)
dealed_house_num = Column(Integer)
date = Column(DateTime)
memo = Column(String(64),nullable=True)

def db_init():
Base.metadata.create_all(settings.engine) # 创建表结构
for district in settings.sh_area_dict.keys():
item_obj = SH_Area(name = district)
settings.session.add(item_obj)
settings.session.commit()

if __name__ == '__main__':
db_init()

database_init

图表绘制

1前端绘制

图表绘制的话,这里我使用的是Highcharts。图形比较美观,使用的时候只需要提供需要的数据即可。

我使用的是基础折线图,需要在前端引入几个js文件,如下:jquery.min.js,highcharts.js,exporting.js。然后添加一个div,使用id来标示这个div,样例中使用的是id="container"

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" alt="" />

官方js部分的代码如下:

$(function () {
$('#container').highcharts({
title: {
text: 'Monthly Average Temperature',
x: -20 //center
},
subtitle: {
text: 'Source: WorldClimate.com',
x: -20
},
xAxis: {
categories: ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun',
'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']
},
yAxis: {
title: {
text: 'Temperature (°C)'
},
plotLines: [{
value: 0,
width: 1,
color: '#808080'
}]
},
tooltip: {
valueSuffix: '°C'
},
legend: {
layout: 'vertical',
align: 'right',
verticalAlign: 'middle',
borderWidth: 0
},
series: [{
name: 'Tokyo',
data: [7.0, 6.9, 9.5, 14.5, 18.2, 21.5, 25.2, 26.5, 23.3, 18.3, 13.9, 9.6]
}, {
name: 'New York',
data: [-0.2, 0.8, 5.7, 11.3, 17.0, 22.0, 24.8, 24.1, 20.1, 14.1, 8.6, 2.5]
}, {
name: 'Berlin',
data: [-0.9, 0.6, 3.5, 8.4, 13.5, 17.0, 18.6, 17.9, 14.3, 9.0, 3.9, 1.0]
}, {
name: 'London',
data: [3.9, 4.2, 5.7, 8.5, 11.9, 15.2, 17.0, 16.6, 14.2, 10.3, 6.6, 4.8]
}]
});
});

官方js

我的工作是在这个基础上,修改js内容来画出符合自己的图。

具体的参考github上代码中的修改,最后画出来的图是这样的。

aaarticlea/png;base64,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" alt="" />

2 后端获取数据并传输给前端

基本上前端表哥需要的数据是一维或者二维数组,比如横坐标时间数组[time1,time2,time3],纵坐标数据数组[data1,data2,data3]这样子。

这里需要注意几点:

1)tornado后端返回数据,使用render()函数渲染到指定的页面即可。

2) js中使用{{ data_rendered }}来获取数据

3)后端传入前端的时间数据为timestamp时间戳,这里需要format一下显示,如下:

function formatDate(timestamp_v) {
var now = new Date(parseFloat(timestamp_v)*1000);
var year=now.getFullYear();
var month=now.getMonth()+1;
var date=now.getDate();
var hour=now.getHours();
var minute=now.getMinutes();
var second=now.getSeconds();
return year+"-"+month+"-"+date+" "+hour+":"+minute+":"+second;

         };

formatDate

4)注意js部分二维数组的定义处理

3 前端请求传给后端参数

因为需求中可以查询上海各个区的图表,那么可以设计访问地址为r'/view/(\w+)/(\w+)',这样前面是city(比如sh,bj等)后面是具体的哪个区area。后端接收到这两个参数后去数据库中查找数据并返回。

最终成型

在数据库中有了数据之后,后面的内容就是前端后端数据的交互,在前端哪些地方绘制图表,需要什么数据,后端返回即可,最终主要的代码是这样的:

import re
from bs4 import BeautifulSoup
import datetime
import time
from tornado import httpclient,gen,ioloop,httpserver
from tornado import web
import tornado.options
import json

import os,sys
BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
sys.path.append(BASE_DIR)

from conf import settings
from database_init import Online_Data,SH_Total_city_dealed,SH_Area
from tornado.options import define,options

define("port",default=8888,type=int)

@gen.coroutine
def obtain_page_data(target_url):
response = yield httpclient.AsyncHTTPClient().fetch(target_url)
data = response.body.decode('utf8')
print("start %s %s" %(target_url,time.time()))

 raise gen.Return(data)

@gen.coroutine
def get_total_dealed_house(target_url):
# 获取总的房屋成交量
page_data = yield obtain_page_data(target_url)
soup_obj = BeautifulSoup(page_data,"html.parser")
dealed_house = soup_obj.html.body.find('div', {'class': 'list-head'}).text
dealed_house_num = re.findall(r'\d+', dealed_house)[0]

 raise gen.Return(int(dealed\_house\_num))

@gen.coroutine
def get_online_data(target_url):
# 获取 城市挂牌均价,正在出售数量,90天内交易量,昨日看房次数
page_data = yield obtain_page_data(target_url)
soup_obj = BeautifulSoup(page_data, "html.parser")
online_data_str = soup_obj.html.body.find('div', {'class': 'secondcon'}).text
online_data = online_data_str.replace('\n', '')
avg_price, on_sale, _, sold_in_90, yesterday_check_num = re.findall(r'\d+', online_data)

 raise gen.Return({'avg\_price':avg\_price,'on\_sale':on\_sale,'sold\_in\_90':sold\_in\_90,'yesterday\_check\_num':yesterday\_check\_num})

@gen.coroutine
def shanghai_data_process():
'''
获取上海各个区的数据
:return:
'''
start_time = time.time()
chenjiao_page = "http://sh.lianjia.com/chengjiao/"
ershoufang_page = "http://sh.lianjia.com/ershoufang/"
dealed_house_num = yield get_total_dealed_house(chenjiao_page)
sh_online_data = {}
for key,value in settings.sh_area_dict.items():
sh_online_data[key] = yield get_online_data(ershoufang_page+settings.sh_area_dict[key])
print("dealed_house_num %s" %dealed_house_num)
for key,value in sh_online_data.items():
print(key,value)

 print("tornado time cost: %s" %(time.time()-start\_time) )

 #settings.session  
 update\_date = datetime.datetime.now()  
 dealed\_house\_num\_obj = SH\_Total\_city\_dealed(dealed\_house\_num=dealed\_house\_num,  
                                             date = update\_date)  
 settings.session.add(dealed\_house\_num\_obj)

 for key,value in sh\_online\_data.items():  
     area\_obj = settings.session.query(SH\_Area).filter\_by(name=key).first()  
     online\_data\_obj = Online\_Data(sold\_in\_90 = value\['sold\_in\_90'\],  
                                   avg\_price = value\['avg\_price'\],  
                                   yesterday\_check\_num = value\['yesterday\_check\_num'\],  
                                   on\_sale = value\['on\_sale'\],  
                                   date = update\_date,  
                                   belong\_area = area\_obj.id)  
     settings.session.add(online\_data\_obj)  
 settings.session.commit()

class IndexHandler(web.RequestHandler):
def get(self, *args, **kwargs):
total_dealed_house_num = settings.session.query(SH_Total_city_dealed).all()
cata_list = []
data_list = []
for item in total_dealed_house_num:
cata_list.append(time.mktime(item.date.timetuple()))
data_list.append(item.dealed_house_num)

     area\_id = settings.session.query(SH\_Area).filter\_by(name='all').first()  
     area\_avg\_price = settings.session.query(Online\_Data).filter\_by(belong\_area = area\_id.id).all()  
     area\_date\_list = \[\]  
     area\_data\_list = \[\]  
     area\_on\_sale\_list = \[\]  
     area\_sold\_in\_90\_list = \[\]  
     area\_yesterday\_check\_num = \[\]  
     for item in area\_avg\_price:  
         area\_date\_list.append(time.mktime(item.date.timetuple()))  
         area\_data\_list.append(item.avg\_price)  
         area\_on\_sale\_list.append(\[time.mktime(item.date.timetuple()),item.on\_sale\])  
         area\_sold\_in\_90\_list.append(item.sold\_in\_90)  
         area\_yesterday\_check\_num.append(item.yesterday\_check\_num)  
     self.render("index.html",cata\_list=cata\_list,  
                 data\_list=data\_list,area\_date\_list = area\_date\_list,area\_data\_list = area\_data\_list,  
                 area\_on\_sale\_list = area\_on\_sale\_list,area\_sold\_in\_90\_list=area\_sold\_in\_90\_list,  
                 area\_yesterday\_check\_num = area\_yesterday\_check\_num,city="sh",area="all")

class QueryHandler(web.RequestHandler):
def get(self,city,area):

     if city == "sh":  
         total\_dealed\_house\_num = settings.session.query(SH\_Total\_city\_dealed).all()

         cata\_list = \[\]  
         data\_list = \[\]  
         for item in total\_dealed\_house\_num:  
             cata\_list.append(time.mktime(item.date.timetuple()))  
             data\_list.append(item.dealed\_house\_num)

         area\_id = settings.session.query(SH\_Area).filter\_by(name=area).first()  
         area\_avg\_price = settings.session.query(Online\_Data).filter\_by(belong\_area=area\_id.id).all()  
         area\_date\_list = \[\]  
         area\_data\_list = \[\]  
         area\_on\_sale\_list = \[\]  
         area\_sold\_in\_90\_list = \[\]  
         area\_yesterday\_check\_num = \[\]  
         for item in area\_avg\_price:  
             area\_date\_list.append(time.mktime(item.date.timetuple()))  
             area\_data\_list.append(item.avg\_price)  
             area\_on\_sale\_list.append(\[time.mktime(item.date.timetuple()), item.on\_sale\])  
             area\_sold\_in\_90\_list.append(item.sold\_in\_90)  
             area\_yesterday\_check\_num.append(item.yesterday\_check\_num)

         self.render("index.html", cata\_list=cata\_list,  
                     data\_list=data\_list, area\_date\_list=area\_date\_list, area\_data\_list=area\_data\_list,  
                     area\_on\_sale\_list=area\_on\_sale\_list, area\_sold\_in\_90\_list=area\_sold\_in\_90\_list,  
                     area\_yesterday\_check\_num=area\_yesterday\_check\_num,city=city,area=area)  
     else:  
         self.redirect("/")

class MyApplication(web.Application):
def __init__(self):
handlers = [
(r'/',IndexHandler),
(r'/view/(\w+)/(\w+)',QueryHandler),

     \]

     settings = {  
         'static\_path': os.path.join(os.path.dirname(os.path.dirname(\_\_file\_\_)), "static"),  
         'template\_path': os.path.join(os.path.dirname(os.path.dirname(\_\_file\_\_)), "templates"),  
     }

     super(MyApplication,self).\_\_init\_\_(handlers,\*\*settings)

# ioloop.PeriodicCallback(f2s, 2000).start()

if __name__=='__main__':
http_server = httpserver.HTTPServer(MyApplication())
http_server.listen(options.port)
ioloop.PeriodicCallback(shanghai_data_process,86400000).start() #毫秒 86400000
ioloop.IOLoop.instance().start()

data_collect

几点说明:

1 因为要定期去网页上获取数据,这里使用了ioloop.PeriodicCallback()函数来定时处理。

结合nginx部署

自己有一台AWS 的EC2虚机,操作系统是centos7,最后是要把程序放到上面去跑。

1 安装部署nginx

因为时间关系没有做过深入的研究,只是从网上翻了下几本的东西,如下:

1 使用wget下载nginx包(nginx-1.11.6.tar.gz),并解压
2 进入nginx-1.11.6
3 ./configure
4 make
5 make install

配置文件修改/usr/local/nginx/conf/nginx.conf

reload nginx 使用 /usr/local/nginx/sbin/nginx -s reload

2 调整虚机的inbound 防火墙规则,我添加的是80端口(nginx配置文件中同样监听80端口)

1、登录到AWS console主界面
2、左侧INSTANCES-Instances
3、右侧group security
4、下面inbounds
5、edit
6、edit inbounds rules页面中自己添加规则

3 测试访问nginx

如果正常,会显示Welcome nginx的页面

4 运行tornadao代码后reload nginx

效果图以及代码

1 几个效果图如下:

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" 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" 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" 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" alt="" />

2 代码放在github

解决sqlalchemy session问题

在代码运行之后的几天发现,每隔大约半天的时间,程序虽然不会挂掉,但是在浏览器访问的时候会出现500 error。后台日志中也会报访问的错误。

仔细研究了下后台日志的报错,发现应该是浏览器使用旧的session信息来访问,但是session信息在程序中已经过期,所以导致错误。仔细审查了下代码,确实是在settings文件中初始化了一个session,然后后面所有的DB相关操作都用了这个session。显然是有问题的。

解决办法其实很简单,只要把数据库session的生命周期与http 每次request的生命周期放在一起即可。也就说在每次http request开始的时候初始化一个db session,然后在每次reqeust结束的时候close掉这个db session即可。可以参考下flask框架中这部分内容的介绍

1 sqlalchemy部分

为了实现上述的说明,sqlalchemy 这边需要使用一个新的对象scoped_session,官方示例如下:

from sqlalchemy.orm import scoped_session
from sqlalchemy.orm import sessionmaker

#创建session

session_factory = sessionmaker(bind=some_engine)
Session = scoped_session(session_factory)

#关闭session

Session.remove()

更多的说明参考这里

2 tornado 部分

在RequestHandler中重写initialize()和on_finish()两个函数。initialize()函数中初始化db session,而在on_finish()的时候结束这个db session。BaseHandler是一个基础的handler,其他request handler 只需要继承 BaseHandler即可。

class BaseHandler(web.RequestHandler):
def initialize(self):
self.db_session = scoped_session(sessionmaker(bind=settings.engine))
self.db_query = self.db_session().query

 def on\_finish(self):  
     self.db\_session.remove()