【问题标题】:Scrapy spider extension fails to log DB pipeline errorsScrapy 蜘蛛扩展无法记录数据库管道错误
【发布时间】:2015-01-08 18:43:07
【问题描述】:

我正在尝试向我的 scrapy 扩展程序添加一个信号,以便在通过 spider_error 信号出现错误时向我发送电子邮件。即使管道中有错误,看起来蜘蛛信号也没有记录这些错误,或者蜘蛛在项目被抓取并进入管道后不负责?有没有办法我可以从扩展中记录这些?这是我的扩展程序的代码,它收集数据库中每个蜘蛛的统计信息,接下来我试图通过电子邮件发送错误,其信号似乎没有触发:

class StatsCollectorExtension(object):
    def __init__(self, stats):
        self.stats = stats
        self.num_errors = 0
        self.errors = []

    @classmethod
    def from_crawler(cls, crawler):
        ext = cls(crawler.stats)
        crawler.signals.connect(ext.spider_error, signal=signals.spider_error)
        crawler.signals.connect(ext.spider_closed, signal=signals.spider_closed)
        return ext

    def spider_closed(self, spider):
        """
        When the spider closes then
        store the stats(start time, end time, items scraped,
        pages crawled) into the database for each scraper.
        Also send the errors through email if any.
        """
        start_time = self.stats._stats['start_time']
        finish_time = self.stats._stats['finish_time']
        items_scraped_count = self.stats._stats['item_scraped_count']
        spider_name = spider.name
        pages_crawled_count = self.stats._stats['downloader/request_method_count/GET']

        # add the scrapy stats to DB via SQL Alchemy object
        stats = ScrapyStats(scrapername=spider_name,
                            start_time=start_time,
                            finish_time=finish_time,
                            items_scraped=items_scraped_count,
                            pages_crawled=pages_crawled_count)
        db_session.add(stats)
        db_session.commit()

        if self.num_errors:
            # Mandrill mail client that sends me an email
            html = ''.join(self.errors)
            subject = '%s errors found' % self.num_errors
            send_mail(subject, from_email, from_name,
                      html, to_email, to_mail, mandrill_key)

    def spider_error(self, failure, response, spider):
        self.errors.append(failure.getTraceback())
        self.num_errors += 1

这也是堆栈跟踪

2015-01-08 13:13:20-0500 [ferc-staff-reports] ERROR: Error processing {'additional_documents': None,
     'ekwhere': 'Fed',
     'id': 'FERCaeff76181cc2bc14651c693d30300b99a7673219',
     'publishdate': datetime.datetime(2013, 1, 30, 0, 0),
     'title': 'The IV Formulation and Linear Approximations of the AC Optimal Power Flow Problem: Optimal Power Flow Paper 2',
     'type': 'FERC Staff Reports & Papers - Staff Papers',
     'url': u'http://www.ferc.gov/industries/electric/indus-act/market-planning/opf-papers/acopf-2-iv-linearization.pdf'}
    Traceback (most recent call last):
      File "/usr/local/lib/python2.7/dist-packages/scrapy/middleware.py", line 62, in _process_chain
        return process_chain(self.methods[methodname], obj, *args)
      File "/usr/local/lib/python2.7/dist-packages/scrapy/utils/defer.py", line 65, in process_chain
        d.callback(input)
      File "/usr/local/lib/python2.7/dist-packages/twisted/internet/defer.py", line 382, in callback
        self._startRunCallbacks(result)
      File "/usr/local/lib/python2.7/dist-packages/twisted/internet/defer.py", line 490, in _startRunCallbacks
        self._runCallbacks()
    --- <exception caught here> ---
      File "/usr/local/lib/python2.7/dist-packages/twisted/internet/defer.py", line 577, in _runCallbacks
        current.result = callback(current.result, *args, **kw)
      File "/home/kiran/workspace/EK-source-scrapers/helpers/pipelines.py", line 88, in process_item
        insert_item(item, spider.settings["table"])
      File "/home/kiran/workspace/EK-source-scrapers/helpers/db_helper.py", line 54, in insert_item
        db_session.commit()
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/scoping.py", line 149, in do
        return getattr(self.registry(), name)(*args, **kwargs)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/session.py", line 765, in commit
        self.transaction.commit()
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/session.py", line 370, in commit
        self._prepare_impl()
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/session.py", line 350, in _prepare_impl
        self.session.flush()
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/session.py", line 1879, in flush
        self._flush(objects)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/session.py", line 1997, in _flush
        transaction.rollback(_capture_exception=True)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/util/langhelpers.py", line 57, in __exit__
        compat.reraise(exc_type, exc_value, exc_tb)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/session.py", line 1961, in _flush
        flush_context.execute()
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/unitofwork.py", line 370, in execute
        rec.execute(self)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/unitofwork.py", line 523, in execute
        uow
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/persistence.py", line 64, in save_obj
        mapper, table, insert)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/orm/persistence.py", line 562, in _emit_insert_statements
        execute(statement, multiparams)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/engine/base.py", line 717, in execute
        return meth(self, multiparams, params)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/sql/elements.py", line 317, in _execute_on_connection
        return connection._execute_clauseelement(self, multiparams, params)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/engine/base.py", line 814, in _execute_clauseelement
        compiled_sql, distilled_params
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/engine/base.py", line 927, in _execute_context
        context)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/engine/base.py", line 1076, in _handle_dbapi_exception
        exc_info
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/util/compat.py", line 185, in raise_from_cause
        reraise(type(exception), exception, tb=exc_tb)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/engine/base.py", line 920, in _execute_context
        context)
      File "/usr/local/lib/python2.7/dist-packages/sqlalchemy/engine/default.py", line 425, in do_execute
        cursor.execute(statement, parameters)
      File "/usr/lib/python2.7/dist-packages/MySQLdb/cursors.py", line 174, in execute
        self.errorhandler(self, exc, value)
      File "/usr/lib/python2.7/dist-packages/MySQLdb/connections.py", line 36, in defaulterrorhandler
        raise errorclass, errorvalue
    sqlalchemy.exc.OperationalError: (OperationalError) (1054, "Unknown column 'additional_documents' in 'field list'") 'INSERT INTO sourceferc (id, title, url, type, publishdate, scrapedate, ekwhere, summary, docket_no, additional_documents) VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s)' ('FERCaeff76181cc2bc14651c693d30300b99a7673219', 'The IV Formulation and Linear Approximations of the AC Optimal Power Flow Problem: Optimal Power Flow Paper 2', u'http://www.ferc.gov/industries/electric/indus-act/market-planning/opf-papers/acopf-2-iv-linearization.pdf', 'FERC Staff Reports & Papers - Staff Papers', datetime.datetime(2013, 1, 30, 0, 0), datetime.date(2015, 1, 8), 'Fed', None, None, None)

【问题讨论】:

    标签: python web-scraping scrapy


    【解决方案1】:

    我认为这不是你可以用内置的蜘蛛信号捕捉到的东西,因为蜘蛛已经在这里完成了它的工作而没有错误。稍后在处理项目并将其插入管道中的数据库时引发错误。

    您应该考虑哪些选项:

    • 修改管道并在错误时引发DropItem("Database error %s" % error) - 在这种情况下,您可以监听item_dropped signal
    • 由于数据库与您的 sqlalchemy 模型同步,严格来说,这是您的项目运行的先决条件/要求 - 最好在初始化步骤中检查它,如果出现错误,甚至不允许蜘蛛开始爬行

    希望这是有道理的。

    【讨论】:

    • 我想这听起来像是一种更合理的方法。谢谢你。我现在要尝试这样做。
    • 搞定了!现在我希望我能给你一个加倍的答案:)
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