• 同时运行多个scrapy爬虫的几种方法(自定义scrapy项目命令)


    Reference: http://www.cnblogs.com/rwxwsblog/p/4578764.html

    试想一下,前面做的实验和例子都只有一个spider。然而,现实的开发的爬虫肯定不止一个。既然这样,那么就会有如下几个问题:1、在同一个项目中怎么创建多个爬虫的呢?2、多个爬虫的时候是怎么将他们运行起来呢?

    说明:本文章是基于前面几篇文章和实验的基础上完成的。如果您错过了,或者有疑惑的地方可以在此查看:

    安装python爬虫scrapy踩过的那些坑和编程外的思考

    scrapy爬虫成长日记之创建工程-抽取数据-保存为json格式的数据

    scrapy爬虫成长日记之将抓取内容写入mysql数据库

    如何让你的scrapy爬虫不再被ban

    一、创建spider

    1、创建多个spider, scrapy genspider spidername domain

    scrapy genspider CnblogsHomeSpider cnblogs.com

    通过上述命令创建了一个spider name为CnblogsHomeSpider的爬虫,start_urls为http://www.cnblogs.com/的爬虫

    2、查看项目下有几个爬虫scrapy list

    [root@bogon cnblogs]# scrapy list
    CnblogsHomeSpider
    CnblogsSpider

    由此可以知道我的项目下有两个spider,一个名称叫CnblogsHomeSpider,另一个叫CnblogsSpider。

    更多关于scrapy命令可参考:http://doc.scrapy.org/en/latest/topics/commands.html

    二、让几个spider同时运行起来

    现在我们的项目有两个spider,那么现在我们怎样才能让两个spider同时运行起来呢?你可能会说写个shell脚本一个个调用,也可能会说写个python脚本一个个运行等。然而我在stackoverflow.com上看到。的确也有不上前辈是这么实现。然而官方文档是这么介绍的。

    1、Run Scrapy from a script

    import scrapy
    from scrapy.crawler import CrawlerProcess
    class MySpider(scrapy.Spider):
      # Your spider definition
      ...
    process = CrawlerProcess({
      'USER_AGENT': 'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1)'
    })
    process.crawl(MySpider)
    process.start() # the script will block here until the crawling is finished
    

    这里主要通过 scrapy.crawler.CrawlerProcess来实现在脚本里运行一个spider。更多的例子可以在此查看:https://github.com/scrapinghub/testspiders

    2、Running multiple spiders in the same process

    • 通过 CrawlerProcess
    import scrapy
    from scrapy.crawler import CrawlerProcess
    class MySpider1(scrapy.Spider):
      # Your first spider definition
      ...
    class MySpider2(scrapy.Spider):
      # Your second spider definition
      ...
    process = CrawlerProcess()
    process.crawl(MySpider1)
    process.crawl(MySpider2)
    process.start() # the script will block here until all crawling jobs are finished
    
    • 通过 CrawlerRunner
    import scrapy
    from twisted.internet import reactor
    from scrapy.crawler import CrawlerRunner
    from scrapy.utils.log import configure_logging
    class MySpider1(scrapy.Spider):
      # Your first spider definition
      ...
    class MySpider2(scrapy.Spider):
      # Your second spider definition
      ...
    configure_logging()
    runner = CrawlerRunner()
    runner.crawl(MySpider1)
    runner.crawl(MySpider2)
    d = runner.join()
    d.addBoth(lambda _: reactor.stop())
    reactor.run() # the script will block here until all crawling jobs are finished
    
    • 通过CrawlerRunner和链接(chaining) deferred来线性运行
    from twisted.internet import reactor, defer
    from scrapy.crawler import CrawlerRunner
    from scrapy.utils.log import configure_logging
    class MySpider1(scrapy.Spider):
      # Your first spider definition
      ...
    class MySpider2(scrapy.Spider):
      # Your second spider definition
      ...
    configure_logging()
    runner = CrawlerRunner()
    @defer.inlineCallbacks
    def crawl():
      yield runner.crawl(MySpider1)
      yield runner.crawl(MySpider2)
      reactor.stop()
    crawl()
    reactor.run() # the script will block here until the last crawl call is finished
    

    这是官方文档提供的几种在script里面运行spider的方法。

    三、通过自定义scrapy命令的方式来运行

    创建项目命令可参考:http://doc.scrapy.org/en/master/topics/commands.html?highlight=commands_module#custom-project-commands

    1、创建commands目录

    mkdir commands

    注意:commands和spiders目录是同级的

    2、在commands下面添加一个文件crawlall.py

    这里主要通过修改scrapy的crawl命令来完成同时执行spider的效果。crawl的源码可以在此查看:https://github.com/scrapy/scrapy/blob/master/scrapy/commands/crawl.py

    from scrapy.commands import ScrapyCommand  
    from scrapy.crawler import CrawlerRunner
    from scrapy.utils.conf import arglist_to_dict
    class Command(ScrapyCommand):
      requires_project = True
      def syntax(self):  
        return '[options]'  
      def short_desc(self):  
        return 'Runs all of the spiders'  
      def add_options(self, parser):
        ScrapyCommand.add_options(self, parser)
        parser.add_option("-a", dest="spargs", action="append", default=[], metavar="NAME=VALUE",
                  help="set spider argument (may be repeated)")
        parser.add_option("-o", "--output", metavar="FILE",
                  help="dump scraped items into FILE (use - for stdout)")
        parser.add_option("-t", "--output-format", metavar="FORMAT",
                  help="format to use for dumping items with -o")
      def process_options(self, args, opts):
        ScrapyCommand.process_options(self, args, opts)
        try:
          opts.spargs = arglist_to_dict(opts.spargs)
        except ValueError:
          raise UsageError("Invalid -a value, use -a NAME=VALUE", print_help=False)
      def run(self, args, opts):
        #settings = get_project_settings()
    
        spider_loader = self.crawler_process.spider_loader
        for spidername in args or spider_loader.list():
          print "*********cralall spidername************" + spidername
          self.crawler_process.crawl(spidername, **opts.spargs)
        self.crawler_process.start()
    

    这里主要是用了self.crawler_process.spider_loader.list()方法获取项目下所有的spider,然后利用self.crawler_process.crawl运行spider

    3、commands命令下添加__init__.py文件

    touch __init__.py

    注意:这一步一定不能省略。 我就是因为这个问题折腾了一天。囧。。。就怪自己半路出家的吧。

    如果省略了会报这样一个异常

    Traceback (most recent call last):
      File "/usr/local/bin/scrapy", line 9, in <module>
        load_entry_point('Scrapy==1.0.0rc2', 'console_scripts', 'scrapy')()
      File "/usr/local/lib/python2.7/site-packages/Scrapy-1.0.0rc2-py2.7.egg/scrapy/cmdline.py", line 122, in execute
        cmds = _get_commands_dict(settings, inproject)
      File "/usr/local/lib/python2.7/site-packages/Scrapy-1.0.0rc2-py2.7.egg/scrapy/cmdline.py", line 50, in _get_commands_dict
        cmds.update(_get_commands_from_module(cmds_module, inproject))
      File "/usr/local/lib/python2.7/site-packages/Scrapy-1.0.0rc2-py2.7.egg/scrapy/cmdline.py", line 29, in _get_commands_from_module
        for cmd in _iter_command_classes(module):
      File "/usr/local/lib/python2.7/site-packages/Scrapy-1.0.0rc2-py2.7.egg/scrapy/cmdline.py", line 20, in _iter_command_classes
        for module in walk_modules(module_name):
      File "/usr/local/lib/python2.7/site-packages/Scrapy-1.0.0rc2-py2.7.egg/scrapy/utils/misc.py", line 63, in walk_modules
        mod = import_module(path)
      File "/usr/local/lib/python2.7/importlib/__init__.py", line 37, in import_module
        __import__(name)
    ImportError: No module named commands

    一开始怎么找都找不到原因在哪。耗了我一整天,后来到http://stackoverflow.com/上得到了网友的帮助。再次感谢万能的互联网,要是没有那道墙该是多么的美好呀!扯远了,继续回来。

    4、settings.py目录下创建setup.py( 这一步去掉也没影响,不知道官网帮助文档这么写有什么具体的意义。 )

    from setuptools import setup, find_packages
    
    setup(name='scrapy-mymodule',
      entry_points={
        'scrapy.commands': [
          'crawlall=cnblogs.commands:crawlall',
        ],
      },
     )

    这个文件的含义是定义了一个crawlall命令,cnblogs.commands为命令文件目录,crawlall为命令名。

    5. 在settings.py中添加配置:

    COMMANDS_MODULE = 'cnblogs.commands'

    6. 运行命令scrapy crawlall

    最后源码更新至此: https://github.com/jackgitgz/CnblogsSpider

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  • 原文地址:https://www.cnblogs.com/skying555/p/5296312.html
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