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浅谈python中爬虫框架(talonspider)的介绍

时间:2021-07-01 10:21:17 帮助过:60人阅读

本文给大家介绍的是使用python开发的爬虫框架talonspider的简单介绍以及使用方法,有需要的小伙伴可以参考下

1.为什么写这个?

一些简单的页面,无需用比较大的框架来进行爬取,自己纯手写又比较麻烦

因此针对这个需求写了talonspider:

•1.针对单页面的item提取 - 具体介绍点这里
•2.spider模块 - 具体介绍点这里

2.介绍&&使用

2.1.item

这个模块是可以独立使用的,对于一些请求比较简单的网站(比如只需要get请求),单单只用这个模块就可以快速地编写出你想要的爬虫,比如(以下使用python3,python2见examples目录):

2.1.1.单页面单目标

比如要获取这个网址http://book.qidian.com/info/1004608738 的书籍信息,封面等信息,可直接这样写:


  1. import time
  2. from talonspider import Item, TextField, AttrField
  3. from pprint import pprint
  4. class TestSpider(Item):
  5. title = TextField(css_select='.book-info>h1>em')
  6. author = TextField(css_select='a.writer')
  7. cover = AttrField(css_select='a#bookImg>img', attr='src')
  8. def tal_title(self, title):
  9. return title
  10. def tal_cover(self, cover):
  11. return 'http:' + cover
  12. if name == 'main':
  13. item_data = TestSpider.get_item(url='http://book.qidian.com/info/1004608738')
  14. pprint(item_data)

具体见qidian_details_by_item.py

2.1.1.单页面多目标

比如获取豆瓣250电影首页展示的25部电影,这一个页面有25个目标,可直接这样写:


  1. from talonspider import Item, TextField, AttrField
  2. from pprint import pprint
  3. # 定义继承自item的爬虫类
  4. class DoubanSpider(Item):
  5. target_item = TextField(css_select='p.item')
  6. title = TextField(css_select='span.title')
  7. cover = AttrField(css_select='p.pic>a>img', attr='src')
  8. abstract = TextField(css_select='span.inq')
  9. def tal_title(self, title):
  10. if isinstance(title, str):
  11. return title
  12. else:
  13. return ''.join([i.text.strip().replace('\xa0', '') for i in title])
  14. if name == 'main':
  15. items_data = DoubanSpider.get_items(url='movie.douban.com/top250')
  16. result = []
  17. for item in items_data:
  18. result.append({
  19. 'title': item.title,
  20. 'cover': item.cover,
  21. 'abstract': item.abstract,
  22. })
  23. pprint(result)

具体见douban_page_by_item.py

2.2.spider

当需要爬取有层次的页面时,比如爬取豆瓣250全部电影,这时候spider部分就派上了用场:


  1. # !/usr/bin/env python
  2. from talonspider import Spider, Item, TextField, AttrField, Request
  3. from talonspider.utils import get_random_user_agent
  4. # 定义继承自item的爬虫类
  5. class DoubanItem(Item):
  6. target_item = TextField(css_select='p.item')
  7. title = TextField(css_select='span.title')
  8. cover = AttrField(css_select='p.pic>a>img', attr='src')
  9. abstract = TextField(css_select='span.inq')
  10. def tal_title(self, title):
  11. if isinstance(title, str):
  12. return title
  13. else:
  14. return ''.join([i.text.strip().replace('\xa0', '') for i in title])
  15. class DoubanSpider(Spider):
  16. # 定义起始url,必须
  17. start_urls = ['https://movie.douban.com/top250']
  18. # requests配置
  19. request_config = {
  20. 'RETRIES': 3,
  21. 'DELAY': 0,
  22. 'TIMEOUT': 20
  23. }
  24. # 解析函数 必须有
  25. def parse(self, html):
  26. # 将html转化为etree
  27. etree = self.e_html(html)
  28. # 提取目标值生成新的url
  29. pages = [i.get('href') for i in etree.cssselect('.paginator>a')]
  30. pages.insert(0, '?start=0&filter=')
  31. headers = {
  32. "User-Agent": get_random_user_agent()
  33. }
  34. for page in pages:
  35. url = self.start_urls[0] + page
  36. yield Request(url, request_config=self.request_config, headers=headers, callback=self.parse_item)
  37. def parse_item(self, html):
  38. items_data = DoubanItem.get_items(html=html)
  39. # result = []
  40. for item in items_data:
  41. # result.append({
  42. # 'title': item.title,
  43. # 'cover': item.cover,
  44. # 'abstract': item.abstract,
  45. # })
  46. # 保存
  47. with open('douban250.txt', 'a+') as f:
  48. f.writelines(item.title + '\n')
  49. if name == 'main':
  50. DoubanSpider.start()

控制台:


  1. /Users/howie/anaconda3/envs/work3/bin/python /Users/howie/Documents/programming/python/git/talonspider/examples/douban_page_by_spider.py
  2. 2017-06-07 23:17:30,346 - talonspider - INFO: talonspider started
  3. 2017-06-07 23:17:30,693 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250
  4. 2017-06-07 23:17:31,074 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=25&filter=
  5. 2017-06-07 23:17:31,416 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=50&filter=
  6. 2017-06-07 23:17:31,853 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=75&filter=
  7. 2017-06-07 23:17:32,523 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=100&filter=
  8. 2017-06-07 23:17:33,032 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=125&filter=
  9. 2017-06-07 23:17:33,537 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=150&filter=
  10. 2017-06-07 23:17:33,990 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=175&filter=
  11. 2017-06-07 23:17:34,406 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=200&filter=
  12. 2017-06-07 23:17:34,787 - talonspider_requests - INFO: GET a url: https://movie.douban.com/top250?start=225&filter=
  13. 2017-06-07 23:17:34,809 - talonspider - INFO: Time usage:0:00:04.462108
  14. Process finished with exit code 0

此时当前目录会生成douban250.txt,具体见douban_page_by_spider.py。

3.说明

学习之作,待完善的地方还有很多,欢迎提意见,项目地址talonspider。

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