Scrapy `ReactorNotRestartable`:一个 class 到 运行 两个(或更多)蜘蛛

Scrapy `ReactorNotRestartable`: one class to run two (or more) spiders

我正在使用两阶段抓取的 Scrapy 汇总每日数据。第一阶段从索引页生成 URL 的列表,第二阶段将列表中每个 URL 的 HTML 写入 Kafka 主题。

虽然抓取的两个组件是相关的,但我希望它们是独立的:url_generator 将 运行 作为每天一次的计划任务,page_requester 会持续 运行,在可用时处理 URL。为了成为 "polite",我将调整 DOWNLOAD_DELAY 以便爬虫在 24 小时内完成,但对网站的负载最小。

我创建了一个 CrawlerRunner class,它具有生成 URL 和检索 HTML 的功能:

from twisted.internet import reactor
from scrapy.crawler import Crawler
from scrapy import log, signals
from scrapy_somesite.spiders.create_urls_spider import CreateSomeSiteUrlList
from scrapy_somesite.spiders.crawl_urls_spider import SomeSiteRetrievePages
from scrapy.utils.project import get_project_settings
import os
import sys

class CrawlerRunner:

    def __init__(self):
        sys.path.append(os.path.join(os.path.curdir, "crawl/somesite"))
        os.environ['SCRAPY_SETTINGS_MODULE'] = 'scrapy_somesite.settings'
        self.settings = get_project_settings()
        log.start()

    def create_urls(self):
        spider = CreateSomeSiteUrlList()
        crawler_create_urls = Crawler(self.settings)
        crawler_create_urls.signals.connect(reactor.stop, signal=signals.spider_closed)
        crawler_create_urls.configure()
        crawler_create_urls.crawl(spider)
        crawler_create_urls.start()
        reactor.run()

    def crawl_urls(self):
        spider = SomeSiteRetrievePages()
        crawler_crawl_urls = Crawler(self.settings)
        crawler_crawl_urls.signals.connect(reactor.stop, signal=signals.spider_closed)
        crawler_crawl_urls.configure()
        crawler_crawl_urls.crawl(spider)
        crawler_crawl_urls.start()
        reactor.run()

当我实例化 class 时,我能够单独成功执行任一函数,但不幸的是,我无法同时执行它们:

from crawl.somesite import crawler_runner

cr = crawler_runner.CrawlerRunner()

cr.create_urls()
cr.crawl_urls()

第二个函数调用在尝试在 crawl_urls 函数中执行 reactor.run() 时生成 twisted.internet.error.ReactorNotRestartable

我想知道此代码是否有简单的修复方法(例如 运行 两个独立的 Twisted reactor 的某种方法),或者是否有更好的方法来构建此项目。

可以在一个反应​​器中 运行 多个蜘蛛,方法是让反应器保持打开状态,直到所有蜘蛛都停止 运行ning。这是通过保留所有 运行ning 蜘蛛的列表并且在该列表为空之前不执行 reactor.stop() 来实现的:

import sys
import os
from scrapy.utils.project import get_project_settings
from scrapy_somesite.spiders.create_urls_spider import Spider1
from scrapy_somesite.spiders.crawl_urls_spider import Spider2

from scrapy import signals, log
from twisted.internet import reactor
from scrapy.crawler import Crawler

class CrawlRunner:

    def __init__(self):
        self.running_crawlers = []

    def spider_closing(self, spider):
        log.msg("Spider closed: %s" % spider, level=log.INFO)
        self.running_crawlers.remove(spider)
        if not self.running_crawlers:
            reactor.stop()

    def run(self):

        sys.path.append(os.path.join(os.path.curdir, "crawl/somesite"))
        os.environ['SCRAPY_SETTINGS_MODULE'] = 'scrapy_somesite.settings'
        settings = get_project_settings()
        log.start(loglevel=log.DEBUG)

        to_crawl = [Spider1, Spider2]

        for spider in to_crawl:

            crawler = Crawler(settings)
            crawler_obj = spider()
            self.running_crawlers.append(crawler_obj)

            crawler.signals.connect(self.spider_closing, signal=signals.spider_closed)
            crawler.configure()
            crawler.crawl(crawler_obj)
            crawler.start()

        reactor.run()

执行class:

from crawl.somesite.crawl import CrawlRunner

cr = CrawlRunner()
cr.run()

此解决方案基于 blogpost by Kiran Koduru