python爬虫项目(scrapy-redis分布式爬取房天下租房信息) python爬虫scrapy项目,二

  爬取目标:房天下全国租房信息网站(起始url:http://zu.fang.com/cities.aspx)

  爬取内容:城市;名字;出租方式;价格;户型;面积;地址;交通

  反反爬措施:设置随机user-agent、设置请求延时操作、

1、开始创建项目

1 scrapy startproject fang

2、进入fang文件夹,执行启动spider爬虫文件代码,编写爬虫文件。

1 scrapy genspider zufang "zu.fang.com"

  命令执行完,用Python最好的IDE---pycharm打开该文件目录

3、编写该目录下的items.py文件,设置你需要爬取的字段。

 1 import scrapy
 2 
 3 
 4 class HomeproItem(scrapy.Item):
 5     # define the fields for your item here like:
 6     # name = scrapy.Field()
 7 
 8     city = scrapy.Field()  #城市
 9     title = scrapy.Field()  # 名字
10     rentway = scrapy.Field()  # 出租方式
11     price = scrapy.Field()    #价格
12     housetype = scrapy.Field()  # 户型
13     area = scrapy.Field()  # 面积
14     address = scrapy.Field()  # 地址
15     traffic = scrapy.Field()  # 交通

4、进入spiders文件夹,打开hr.py文件,开始编写爬虫文件

 1 # -*- coding: utf-8 -*-
 2 import scrapy
 3 from homepro.items import HomeproItem
 4 from scrapy_redis.spiders import RedisCrawlSpider
 5 # scrapy.Spider
 6 class HomeSpider(RedisCrawlSpider):
 7     name = 'home'
 8     allowed_domains = ['zu.fang.com']
 9     # start_urls = ['http://zu.fang.com/cities.aspx']
10     
11     redis_key = 'homespider:start_urls'
12     def parse(self, response):
13         hrefs = response.xpath('//div[@class="onCont"]/ul/li/a/@href').extract()
14         for href in hrefs:
15             href = 'http:'+ href
16             yield scrapy.Request(url=href,callback=self.parse_city,dont_filter=True)
17 
18 
19     def parse_city(self, response):
20         page_num = response.xpath('//div[@>)
21         # print('*' * 100)
22         # print(page_num)
23         # print(response.url)
24 
25         for page in range(1, int(page_num)):
26             if page == 1:
27                 url = response.url
28             else:
29                 url = response.url + 'house/i%d' % (page + 30)
30             print('*' * 100)
31             print(url)
32             yield scrapy.Request(url=url, callback=self.parse_houseinfo, dont_filter=True)
33 
34     def parse_houseinfo(self, response):
35         divs = response.xpath('//dd[@class="info rel"]')
36         for info in divs:
37             city = info.xpath('//div[@class="guide rel"]/a[2]/text()').extract()[0].rstrip("租房")
38             title = info.xpath('.//p[@class="title"]/a/text()').extract()[0]
39             rentway = info.xpath('.//p[@class="font15 mt12 bold"]/text()')[0].extract().replace(" ", '').lstrip('\r\n')
40             housetype = info.xpath('.//p[@class="font15 mt12 bold"]/text()')[1].extract().replace(" ", '')
41             area = info.xpath('.//p[@class="font15 mt12 bold"]/text()')[2].extract().replace(" ", '')
42             addresses = info.xpath('.//p[@class ="gray6 mt12"]//span/text()').extract()
43             address = '-'.join(i for i in addresses)
44             try:
45                 des = info.xpath('.//p[@class ="mt12"]//span/text()').extract()
46                 traffic = '-'.join(i for i in des)
47             except Exception as e:
48                 traffic = "暂无详细信息"
49 
50             p_name = info.xpath('.//div[@class ="moreInfo"]/p/text()').extract()[0]
51             p_price = info.xpath('.//div[@class ="moreInfo"]/p/span/text()').extract()[0]
52             price = p_price + p_name
53 
54             item = HomeproItem()
55             item['city'] = city
56             item['title'] = title
57             item['rentway'] = rentway
58             item['price'] = price
59             item['housetype'] = housetype
60             item['area'] = area
61             item['address'] = address
62             item['traffic'] = traffic
63             yield item

5、设置setting.py文件,配置scrapy运行的相关内容

 1 # 指定使用scrapy-redis的调度器
 2 SCHEDULER = "scrapy_redis.scheduler.Scheduler"
 3 
 4 # 指定使用scrapy-redis的去重
 5 DUPEFILTER_CLASS = 'scrapy_redis.dupefilter.RFPDupeFilter'
 6 
 7 # 指定排序爬取地址时使用的队列,
 8 # 默认的 按优先级排序(Scrapy默认),由sorted set实现的一种非FIFO、LIFO方式。
 9 SCHEDULER_QUEUE_CLASS = 'scrapy_redis.queue.SpiderPriorityQueue'
10 
11 REDIS_HOST = '10.8.153.73'
12 REDIS_PORT = 6379 
13 # 是否在关闭时候保留原来的调度器和去重记录,True=保留,False=清空
14 SCHEDULER_PERSIST = True                                            

6、然后把代码发给其他附属机器,分别启动.子程序redis链接主服务器redis。

1 redis-cli   -h  主服务器ip

7、主服务器先启动redis-server,再启动redis-cli

1 lpush homespider:start_urls   起始的url