水平缩放Scrapyd

时间:2015-07-24 18:39:05

标签: python scrapy scrapyd horizontal-scaling

您将使用哪种工具或工具集来横向扩展scrapyd,将新机器动态添加到scrapyd集群,并在需要时为每台机器设置N个实例。

是所有实例共享一个共同的作业队列所不必要的。但是,这将是非常棒的。

Scrapy-cluster似乎很有希望完成这项工作,但我想要一个基于Scrapyd的解决方案,所以我会听取其他选择和建议。

1 个答案:

答案 0 :(得分:1)

我使用API​​和wrapper为Scrapyd编写了自己的负载均衡器。

from random import shuffle
from scrapyd_api.wrapper import ScrapydAPI

class JobLoadBalancer(object):

    @classmethod
    def get_less_occupied(
            cls,
            servers_urls=settings.SERVERS_URLS,
            project=settings.DEFAULT_PROJECT,
            acceptable=settings.ACCEPTABLE_PENDING):

        free_runner = {'num_jobs': 9999, 'client': None}
        # shuffle servers optimization
        shuffle(servers_urls)
        for url in servers_urls:
            scrapyd = ScrapydAPI(target=url)
            jobs = scrapyd.list_jobs(project)
            num_jobs = len(jobs['pending'])

            if free_runner['num_jobs'] > num_jobs:
                free_runner['num_jobs'] = num_jobs
                free_runner['client'] = scrapyd
            # Optimization: if found acceptable pending operations in one server stop looking for another one
            if free_runner['client'] and free_runner['num_jobs'] <= acceptable:
                break

        return free_runner['client']

单元测试:

def setUp(self):
        super(TestFactory, self).setUp()
        # Make sure this servers are running
        settings.SERVERS_URLS = [
            'http://localhost:6800',
            'http://localhost:6900'
        ]
        self.project = 'dummy'
        self.spider = 'dummy_spider'
        self.acceptable = 0

    def test_get_less_occupied(self):
        # add new dummy jobs to first server so that choose the second one
        scrapyd = ScrapydAPI(target=settings.SERVERS_URLS[0])
        scrapyd.schedule(project=self.project, spider=self.spider)
        scrapyd.schedule(project=self.project, spider=self.spider)
        second_server_url = settings.SERVERS_URLS[1]
        scrapyd = JobLoadBalancer.get_less_occupied(
            servers_urls=settings.SERVERS_URLS,
            project=self.project,
            acceptable=self.acceptable)
        self.assertEqual(scrapyd.target, second_server_url)

此代码针对一年多前编写的旧版scrapyd。