写在前面
用python写爬虫的人很多,python的爬虫框架也很多,诸如pyspider 和 scrapy,笔者还是笔记倾向于scrapy,本文就用python写一个小爬虫demo。
本文适用于有一定python基础的,并且对爬虫有一定了解的开发者。
安装 Scrapy
检查环境,python的版本为3.6.2,pip为9.0.1
F:\techlee\python>python --version
Python 3.6.2
F:\techlee\python>pip --version
pip 9.0.1 from d:\program files\python\python36-32\lib\site-packages (python 3.6)
安装scrapy框架
F:\techlee\python>pip install scrapy
Collecting scrapy
Downloading Scrapy-1.4.0-py2.py3-none-any.whl (248kB)
100% |████████████████████████████████| 256kB 188kB/s
// 漫长的安装过程
Successfully installed Twisted-17.9.0 scrapy-1.4.0
如果报错:
error: Microsoft Visual C++ 14.0 is required. Get it with "Microsoft Visual C++ Build Tools": http://landinghub.visualstudio.com/visual-cpp-build-tools
请安装Visual C++ 2015 Build Tools
http://landinghub.visualstudi...
安装完成
F:\techlee\python>scrapy version
Scrapy 1.4.0
创建项目
F:\techlee\python>scrapy startproject scrapyDemo
New Scrapy project 'scrapyDemo', using template directory 'd:\\program files\\python\\python36-32\\lib\\site-packages\\scrapy\\templates\\project', created in:
F:\techlee\python\scrapyDemo
You can start your first spider with:
cd scrapyDemo
scrapy genspider example example.com
目录结构
scrapyDemo/
scrapy.cfg # 部署配置文件
scrapyDemo/ # python模块
__init__.py
items.py # 数据容器
pipelines.py # project pipelines file
settings.py # 配置文件
spiders/ # Spider类定义了如何爬取某个(或某些)网站
__init__.py
创建执行爬取的类ImoocSpider在 scrapyDemo/spiders中
# -*- coding: utf-8 -*-
import scrapy
from urllib import parse as urlparse
# 慕课网爬取
class ImoocSpider(scrapy.Spider):
# spider的名字定义了Scrapy如何定位(并初始化)spider,所以其必须是唯一的
name = "imooc"
# URL列表
start_urls = ['http://www.imooc.com/course/list']
# 域名不在列表中的URL不会被爬取。
allowed_domains = ['www.imooc.com']
def parse(self, response):
learn_nodes = response.css('a.course-card')
for learn_node in learn_nodes :
learn_url = learn_node.css("::attr(href)").extract_first()
yield scrapy.Request(url=urlparse.urljoin(response.url,learn_url),callback=self.parse_learn)
def parse_learn(self, response):
title = response.xpath('//h2[@class="l"]/text()').extract_first()
content = response.xpath('//div[@class="course-brief"]/p/text()').extract_first()
url = response.url
print ('标题:' + title)
print ('地址:' + url)
开始爬取
F:\techlee\python\scrapyDemo>scrapy crawl imooc
如果出现,则缺少win32api库,选择相应的版本
下载地址:https://sourceforge.net/proje...
import win32api
ModuleNotFoundError: No module named 'win32api'
大功告成
看到如下输出,就说明爬取成功啦
F:\techlee\python\scrapyDemo>scrapy crawl imooc
2017-10-17 14:28:32 [scrapy.utils.log] INFO: Scrapy 1.4.0 started (bot: scrapyDemo)
……
2017-10-17 14:28:32 [scrapy.core.engine] INFO: Spider opened
2017-10-17 14:28:32 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)
2017-10-17 14:28:32 [scrapy.extensions.telnet] DEBUG: Telnet console listening on 127.0.0.1:6023
2017-10-17 14:28:32 [scrapy.core.engine] DEBUG: Crawled (200) (referer: None)
2017-10-17 14:28:33 [scrapy.core.engine] DEBUG: Crawled (200) (referer: None)
2017-10-17 14:28:33 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:集成MultiDex项目实战
地址:http://www.imooc.com/learn/876
2017-10-17 14:28:33 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:阿里D2前端技术论坛——2016初心
地址:http://www.imooc.com/learn/893
2017-10-17 14:28:33 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
2017-10-17 14:28:33 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:Hadoop进阶
地址:http://www.imooc.com/learn/890
标题:Javascript实现二叉树算法
地址:http://www.imooc.com/learn/888
2017-10-17 14:28:33 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:Fragment应用上
地址:http://www.imooc.com/learn/894
2017-10-17 14:28:34 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:PHP-面向对象
地址:http://www.imooc.com/learn/887
2017-10-17 14:28:34 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
2017-10-17 14:28:34 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
2017-10-17 14:28:34 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:Sketch的基础实例应用
地址:http://www.imooc.com/learn/900
标题:ElasticSearch入门
地址:http://www.imooc.com/learn/889
标题:使用Google Guice实现依赖注入
地址:http://www.imooc.com/learn/901
2017-10-17 14:28:34 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:Docker入门
地址:http://www.imooc.com/learn/867
2017-10-17 14:28:34 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:Android图表绘制之直方图
地址:http://www.imooc.com/learn/878
2017-10-17 14:28:34 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:UI版式设计
地址:http://www.imooc.com/learn/892
2017-10-17 14:28:35 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
2017-10-17 14:28:35 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:RxJava与RxAndroid基础入门
地址:http://www.imooc.com/learn/877
标题:iOS开发之Audio特辑
地址:http://www.imooc.com/learn/886
2017-10-17 14:28:35 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:基于Websocket的火拼俄罗斯(基础)
地址:http://www.imooc.com/learn/861
2017-10-17 14:28:35 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
2017-10-17 14:28:35 [scrapy.core.engine] DEBUG: Crawled (200) (referer: http://www.imooc.com/course/list)
标题:2017AWS 技术峰会——大数据技术专场
地址:http://www.imooc.com/learn/895
标题:基于websocket的火拼俄罗斯(单机版)
地址:http://www.imooc.com/learn/882
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