不确定如何使用scrapy的itemLoaders

时间:2017-07-05 02:45:14

标签: scrapy scrapy-spider

我正在努力学习如何使用垃圾邮件的项目阅读器,任何人都可以告诉我我做错了什么???我想提前感谢你。

import scrapy
from items.items import ItemsItem
from scrapy.loader import ItemLoader

class ItemspiderSpider(scrapy.Spider):
    name = 'itemspider'
    allowed_domains = ['yellowpages.com']
    start_urls = ['https://www.yellowpages.com/search?search_terms=handyman&geo_location_terms=Miami%2C+FL']

    def parse(self, response):
    #create the loader using the response
    l = ItemLoader(item=ItemsItem(), response=response)
    #create a for loop
    for listing in response.css('div.search-results.organic div.srp-listing'):
         l.add_css('Name', listing.css('a.business-name span::text').extract())
         l.add_css('Details', response.urljoin(listing.css('a.business-name::attr(href)')))
         l.add_css('WebSite', listing.css('a.track-visit-website::attr(href)').extract_first())
         l.add_css('Phones', listing.css('div.phones::text').extract())

         yield l.load_item()

当我运行代码时,我不断收到此错误:

root@debian:~/Desktop/items/items/spiders# scrapy runspider itemspider.py -o item.csv
/usr/local/lib/python3.5/dist-packages/scrapy/spiderloader.py:37: UserWarning: There are several spiders with the same name:

  ItemspiderSpider named 'itemspider' (in items.spiders.itemspider)
  ItemspiderSpider named 'itemspider' (in items.spiders.itemspiderLog)

  This can cause unexpected behavior.
  warnings.warn(msg, UserWarning)
2017-07-04 16:33:20 [scrapy.utils.log] INFO: Scrapy 1.4.0 started (bot: items)
2017-07-04 16:33:20 [scrapy.utils.log] INFO: Overridden settings: {'BOT_NAME': 'items', 'FEED_FORMAT': 'csv', 'SPIDER_LOADER_WARN_ONLY': True, 'SPIDER_MODULES': ['items.spiders'], 'FEED_URI': 'item.csv', 'ROBOTSTXT_OBEY': True, 'NEWSPIDER_MODULE': 'items.spiders'}
2017-07-04 16:33:20 [scrapy.middleware] INFO: Enabled extensions:
['scrapy.extensions.corestats.CoreStats',
 'scrapy.extensions.memusage.MemoryUsage',
 'scrapy.extensions.telnet.TelnetConsole',
 'scrapy.extensions.feedexport.FeedExporter',
 'scrapy.extensions.logstats.LogStats']
2017-07-04 16:33:20 [scrapy.middleware] INFO: Enabled downloader middlewares:
['scrapy.downloadermiddlewares.robotstxt.RobotsTxtMiddleware',
 'scrapy.downloadermiddlewares.httpauth.HttpAuthMiddleware',
 'scrapy.downloadermiddlewares.downloadtimeout.DownloadTimeoutMiddleware',
 'scrapy.downloadermiddlewares.defaultheaders.DefaultHeadersMiddleware',
 'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware',
 'scrapy.downloadermiddlewares.retry.RetryMiddleware',
 'scrapy.downloadermiddlewares.redirect.MetaRefreshMiddleware',
 'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware',
 'scrapy.downloadermiddlewares.redirect.RedirectMiddleware',
 'scrapy.downloadermiddlewares.cookies.CookiesMiddleware',
 'scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware',
 'scrapy.downloadermiddlewares.stats.DownloaderStats']
2017-07-04 16:33:20 [scrapy.middleware] INFO: Enabled spider middlewares:
['scrapy.spidermiddlewares.httperror.HttpErrorMiddleware',
 'scrapy.spidermiddlewares.offsite.OffsiteMiddleware',
 'scrapy.spidermiddlewares.referer.RefererMiddleware',
 'scrapy.spidermiddlewares.urllength.UrlLengthMiddleware',
 'scrapy.spidermiddlewares.depth.DepthMiddleware']
2017-07-04 16:33:20 [scrapy.middleware] INFO: Enabled item pipelines:
[]
2017-07-04 16:33:20 [scrapy.core.engine] INFO: Spider opened
2017-07-04 16:33:20 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)
2017-07-04 16:33:20 [scrapy.extensions.telnet] DEBUG: Telnet console listening on 127.0.0.1:6023
2017-07-04 16:33:21 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://www.yellowpages.com/robots.txt> (referer: None)
2017-07-04 16:33:23 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://www.yellowpages.com/search?search_terms=handyman&geo_location_terms=Miami%2C+FL> (referer: None)
2017-07-04 16:33:24 [scrapy.core.scraper] ERROR: Spider error processing <GET https://www.yellowpages.com/search?search_terms=handyman&geo_location_terms=Miami%2C+FL> (referer: None)
Traceback (most recent call last):
  File "/usr/local/lib/python3.5/dist-packages/scrapy/utils/defer.py", line 102, in iter_errback
    yield next(it)
  File "/usr/local/lib/python3.5/dist-packages/scrapy/spidermiddlewares/offsite.py", line 29, in process_spider_output
    for x in result:
  File "/usr/local/lib/python3.5/dist-packages/scrapy/spidermiddlewares/referer.py", line 339, in <genexpr>
    return (_set_referer(r) for r in result or ())
  File "/usr/local/lib/python3.5/dist-packages/scrapy/spidermiddlewares/urllength.py", line 37, in <genexpr>
    return (r for r in result or () if _filter(r))
  File "/usr/local/lib/python3.5/dist-packages/scrapy/spidermiddlewares/depth.py", line 58, in <genexpr>
    return (r for r in result or () if _filter(r))
  File "/root/Desktop/items/items/spiders/itemspider.py", line 17, in parse
    l.add_css('Details', response.urljoin(listing.css('a.business-name::attr(href)')))
  File "/usr/local/lib/python3.5/dist-packages/scrapy/http/response/text.py", line 82, in urljoin
    return urljoin(get_base_url(self), url)
  File "/usr/lib/python3.5/urllib/parse.py", line 416, in urljoin
    base, url, _coerce_result = _coerce_args(base, url)
  File "/usr/lib/python3.5/urllib/parse.py", line 112, in _coerce_args
    raise TypeError("Cannot mix str and non-str arguments")
TypeError: Cannot mix str and non-str arguments
2017-07-04 16:33:24 [scrapy.core.engine] INFO: Closing spider (finished)
2017-07-04 16:33:24 [scrapy.statscollectors] INFO: Dumping Scrapy stats:
{'downloader/request_bytes': 503,
 'downloader/request_count': 2,
 'downloader/request_method_count/GET': 2,
 'downloader/response_bytes': 52924,
 'downloader/response_count': 2,
 'downloader/response_status_count/200': 2,
 'finish_reason': 'finished',
 'finish_time': datetime.datetime(2017, 7, 4, 21, 33, 24, 121098),
 'log_count/DEBUG': 3,
 'log_count/ERROR': 1,
 'log_count/INFO': 7,
 'memusage/max': 49471488,
 'memusage/startup': 49471488,
 'response_received_count': 2,
 'scheduler/dequeued': 1,
 'scheduler/dequeued/memory': 1,
 'scheduler/enqueued': 1,
 'scheduler/enqueued/memory': 1,
 'spider_exceptions/TypeError': 1,
 'start_time': datetime.datetime(2017, 7, 4, 21, 33, 20, 705391)}
2017-07-04 16:33:24 [scrapy.core.engine] INFO: Spider closed (finished)

不确定这是什么,这实际上是我第一次尝试使用ItemLoaders

1 个答案:

答案 0 :(得分:1)

您的代码存在一些问题:

  • response.urljoin()期望单个字符串作为参数,而不是列表。您传递listing.css()的结果,即SelectorList。您可以使用response.urljoin(listing.css('a.business-name::attr(href)').extract_first())
  • 您需要在每次循环迭代中实例化一个项加载器,否则,您将为单个生成项的每个字段累积值
  • 您正在使用.add_css()一些值(.extract...()调用的结果。.add_css()需要一个CSS选择器字符串,而不是选择器提取的结果。然后CSS提取将完成如果你想直接传递“final”字段值,你可以使用.add_value()

以下是2个版本,可以帮助您:

import scrapy
from items.items import ItemsItem
from scrapy.loader import ItemLoader

class ItemspiderSpider(scrapy.Spider):
    name = 'itemspider'
    allowed_domains = ['yellowpages.com']
    start_urls = ['https://www.yellowpages.com/search?search_terms=handyman&geo_location_terms=Miami%2C+FL']

    def parse(self, response):

      for listing in response.css('div.search-results.organic div.srp-listing'):

         # create the loader using the SELECTOR, inside the loop
         l = ItemLoader(item=ItemsItem())

         # use .add_value() since we pass the extraction result directly
         l.add_value('Name', listing.css('a.business-name span::text').extract())

         # pass a single value to response.urljoin()
         l.add_value('Details',
                     response.urljoin(
                         listing.css('a.business-name::attr(href)').extract_first()
                     ))
         l.add_value('WebSite', listing.css('a.track-visit-website::attr(href)').extract_first())
         l.add_value('Phones', listing.css('div.phones::text').extract())

         yield l.load_item()

或者,使用.add_css()

import scrapy
from items.items import ItemsItem
from scrapy.loader import ItemLoader

class ItemspiderSpider(scrapy.Spider):
    name = 'itemspider'
    allowed_domains = ['yellowpages.com']
    start_urls = ['https://www.yellowpages.com/search?search_terms=handyman&geo_location_terms=Miami%2C+FL']

    def parse(self, response):

        for listing in response.css('div.search-results.organic div.srp-listing'):

            # pass the 'listing' selector to the item loader
            # so that CSS selection is relative to it
            l = ItemLoader(ItemsItem(), selector=listing)            

            l.add_css('Name', 'a.business-name span::text')
            l.add_css('Details', 'a.business-name::attr(href)')
            l.add_css('WebSite', 'a.track-visit-website::attr(href)')
            l.add_css('Phones', 'div.phones::text')

            yield l.load_item()