Module `scrapy.log` has been deprecated

本文介绍如何在Scrapy框架中优化日志记录,避免使用已弃用的scrapy.log模块,转而使用Python标准库中的logging模块。文章详细解释了如何在Spider和管道中直接调用logger,并提供了代码示例。

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scrapy.log模块已经被弃用

警告看着难受,可以直接使用Logger类,因为scrapy.log也就是封装了一层的Logger

示例:

import logging
logger = logging.getLogger(__name__)
logger.log(logging.WARNING, '警告')  # 输出日志

Logger接口:

class Logger(Filterer):
	def setLevel(self, level):
	def debug(msg):
	def info(msg):
	def warning(msg):
	def warn(msg):
	def error(msg):
	def excption(msg):
	def critical(msg):
	def log(level, msg):
	...

还有一种用法,每个spider都有自己的logger,可以直接调用,比如在spider中这样用:

def parse(self, response):
	self.logger.info(response.url)

在管道中:

 def process_item(self, item, spider):
        spider.logger.info(item)
        return item

scrapy源码如下:

class Spider(object_ref):
    """Base class for scrapy spiders. All spiders must inherit from this
    class.
    """

    name = None
    custom_settings = None

    def __init__(self, name=None, **kwargs):
        if name is not None:
            self.name = name
        elif not getattr(self, 'name', None):
            raise ValueError("%s must have a name" % type(self).__name__)
        self.__dict__.update(kwargs)
        if not hasattr(self, 'start_urls'):
            self.start_urls = []

    @property
    def logger(self):
        logger = logging.getLogger(self.name)
        return logging.LoggerAdapter(logger, {'spider': self})

    def log(self, message, level=logging.DEBUG, **kw):
        """Log the given message at the given log level

        This helper wraps a log call to the logger within the spider, but you
        can use it directly (e.g. Spider.logger.info('msg')) or use any other
        Python logger too.
        """
        self.logger.log(level, message, **kw)
2025-07-08 15:43:37 [scrapy.utils.log] INFO: Scrapy 2.13.3 started (bot: scrapybot) 2025-07-08 15:43:37 [scrapy.utils.log] INFO: Versions: {'lxml': '6.0.0', 'libxml2': '2.11.9', 'cssselect': '1.3.0', 'parsel': '1.10.0', 'w3lib': '2.3.1', 'Twisted': '25.5.0', 'Python': '3.11.5 (tags/v3.11.5:cce6ba9, Aug 24 2023, 14:38:34) [MSC v.1936 ' '64 bit (AMD64)]', 'pyOpenSSL': '25.1.0 (OpenSSL 3.5.1 1 Jul 2025)', 'cryptography': '45.0.5', 'Platform': 'Windows-10-10.0.22631-SP0'} 2025-07-08 15:43:37 [scrapy.addons] INFO: Enabled addons: [] 2025-07-08 15:43:37 [asyncio] DEBUG: Using selector: SelectSelector 2025-07-08 15:43:37 [scrapy.utils.log] DEBUG: Using reactor: twisted.internet.asyncioreactor.AsyncioSelectorReactor 2025-07-08 15:43:37 [scrapy.utils.log] DEBUG: Using asyncio event loop: asyncio.windows_events._WindowsSelectorEventLoop 2025-07-08 15:43:37 [scrapy.extensions.telnet] INFO: Telnet Password: 8a6ca1391bfb9949 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled extensions: ['scrapy.extensions.corestats.CoreStats', 'scrapy.extensions.telnet.TelnetConsole', 'scrapy.extensions.logstats.LogStats'] 2025-07-08 15:43:37 [scrapy.crawler] INFO: Overridden settings: {'DOWNLOAD_DELAY': 1, 'NEWSPIDER_MODULE': 'nepu_spider.spiders', 'SPIDER_MODULES': ['nepu_spider.spiders'], 'USER_AGENT': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 ' '(KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36'} 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled downloader middlewares: ['scrapy.downloadermiddlewares.offsite.OffsiteMiddleware', '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'] 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled spider middlewares: ['scrapy.spidermiddlewares.start.StartSpiderMiddleware', 'scrapy.spidermiddlewares.httperror.HttpErrorMiddleware', 'scrapy.spidermiddlewares.referer.RefererMiddleware', 'scrapy.spidermiddlewares.urllength.UrlLengthMiddleware', 'scrapy.spidermiddlewares.depth.DepthMiddleware'] 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled item pipelines: ['nepu_spider.pipelines.MultiJsonPipeline'] 2025-07-08 15:43:37 [scrapy.addons] INFO: Enabled addons: [] 2025-07-08 15:43:37 [scrapy.utils.log] DEBUG: Using reactor: twisted.internet.asyncioreactor.AsyncioSelectorReactor 2025-07-08 15:43:37 [scrapy.utils.log] DEBUG: Using asyncio event loop: asyncio.windows_events._WindowsSelectorEventLoop 2025-07-08 15:43:37 [scrapy.extensions.telnet] INFO: Telnet Password: 671a36aa7bc330e0 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled extensions: ['scrapy.extensions.corestats.CoreStats', 'scrapy.extensions.telnet.TelnetConsole', 'scrapy.extensions.logstats.LogStats'] 2025-07-08 15:43:37 [scrapy.crawler] INFO: Overridden settings: {'DOWNLOAD_DELAY': 1, 'NEWSPIDER_MODULE': 'nepu_spider.spiders', 'SPIDER_MODULES': ['nepu_spider.spiders'], 'USER_AGENT': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 ' '(KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36'} 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled downloader middlewares: ['scrapy.downloadermiddlewares.offsite.OffsiteMiddleware', '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'] 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled spider middlewares: ['scrapy.spidermiddlewares.start.StartSpiderMiddleware', 'scrapy.spidermiddlewares.httperror.HttpErrorMiddleware', 'scrapy.spidermiddlewares.referer.RefererMiddleware', 'scrapy.spidermiddlewares.urllength.UrlLengthMiddleware', 'scrapy.spidermiddlewares.depth.DepthMiddleware'] 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled item pipelines: ['nepu_spider.pipelines.MultiJsonPipeline'] 2025-07-08 15:43:37 [scrapy.addons] INFO: Enabled addons: [] 2025-07-08 15:43:37 [scrapy.utils.log] DEBUG: Using reactor: twisted.internet.asyncioreactor.AsyncioSelectorReactor 2025-07-08 15:43:37 [scrapy.utils.log] DEBUG: Using asyncio event loop: asyncio.windows_events._WindowsSelectorEventLoop 2025-07-08 15:43:37 [scrapy.extensions.telnet] INFO: Telnet Password: 76f044bac415a70c 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled extensions: ['scrapy.extensions.corestats.CoreStats', 'scrapy.extensions.telnet.TelnetConsole', 'scrapy.extensions.logstats.LogStats'] 2025-07-08 15:43:37 [scrapy.crawler] INFO: Overridden settings: {'DOWNLOAD_DELAY': 1, 'NEWSPIDER_MODULE': 'nepu_spider.spiders', 'SPIDER_MODULES': ['nepu_spider.spiders'], 'USER_AGENT': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 ' '(KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36'} 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled downloader middlewares: ['scrapy.downloadermiddlewares.offsite.OffsiteMiddleware', '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'] 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled spider middlewares: ['scrapy.spidermiddlewares.start.StartSpiderMiddleware', 'scrapy.spidermiddlewares.httperror.HttpErrorMiddleware', 'scrapy.spidermiddlewares.referer.RefererMiddleware', 'scrapy.spidermiddlewares.urllength.UrlLengthMiddleware', 'scrapy.spidermiddlewares.depth.DepthMiddleware'] 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled item pipelines: ['nepu_spider.pipelines.MultiJsonPipeline'] 2025-07-08 15:43:37 [scrapy.addons] INFO: Enabled addons: [] 2025-07-08 15:43:37 [scrapy.utils.log] DEBUG: Using reactor: twisted.internet.asyncioreactor.AsyncioSelectorReactor 2025-07-08 15:43:37 [scrapy.utils.log] DEBUG: Using asyncio event loop: asyncio.windows_events._WindowsSelectorEventLoop 2025-07-08 15:43:37 [scrapy.extensions.telnet] INFO: Telnet Password: fc500ad4454da624 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled extensions: ['scrapy.extensions.corestats.CoreStats', 'scrapy.extensions.telnet.TelnetConsole', 'scrapy.extensions.logstats.LogStats'] 2025-07-08 15:43:37 [scrapy.crawler] INFO: Overridden settings: {'DOWNLOAD_DELAY': 1, 'NEWSPIDER_MODULE': 'nepu_spider.spiders', 'SPIDER_MODULES': ['nepu_spider.spiders'], 'USER_AGENT': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 ' '(KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36'} 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled downloader middlewares: ['scrapy.downloadermiddlewares.offsite.OffsiteMiddleware', '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'] 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled spider middlewares: ['scrapy.spidermiddlewares.start.StartSpiderMiddleware', 'scrapy.spidermiddlewares.httperror.HttpErrorMiddleware', 'scrapy.spidermiddlewares.referer.RefererMiddleware', 'scrapy.spidermiddlewares.urllength.UrlLengthMiddleware', 'scrapy.spidermiddlewares.depth.DepthMiddleware'] 2025-07-08 15:43:37 [scrapy.middleware] INFO: Enabled item pipelines: ['nepu_spider.pipelines.MultiJsonPipeline'] 2025-07-08 15:43:37 [scrapy.core.engine] INFO: Spider opened 2025-07-08 15:43:37 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min) 2025-07-08 15:43:37 [scrapy.core.engine] INFO: Spider opened 2025-07-08 15:43:37 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min) 2025-07-08 15:43:37 [scrapy.core.engine] INFO: Spider opened 2025-07-08 15:43:37 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min) 2025-07-08 15:43:37 [scrapy.core.engine] INFO: Spider opened 2025-07-08 15:43:37 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min) 2025-07-08 15:43:37 [scrapy.extensions.telnet] INFO: Telnet console listening on 127.0.0.1:6023 2025-07-08 15:43:37 [scrapy.extensions.telnet] INFO: Telnet console listening on 127.0.0.1:6024 2025-07-08 15:43:37 [scrapy.extensions.telnet] INFO: Telnet console listening on 127.0.0.1:6025 2025-07-08 15:43:37 [scrapy.extensions.telnet] INFO: Telnet console listening on 127.0.0.1:6026 2025-07-08 15:43:37 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://xxgk.nepu.edu.cn/xxgklm/xxgk.htm> (referer: None) 2025-07-08 15:43:37 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://www.nepu.edu.cn/jgsz/jxdw.htm> (referer: None) 2025-07-08 15:43:37 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://zsxxw.nepu.edu.cn/> (referer: None) 2025-07-08 15:43:37 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://www.nepu.edu.cn/xxgk/xxjj.htm> (referer: None) 2025-07-08 15:43:38 [scrapy.core.engine] INFO: Closing spider (finished) 2025-07-08 15:43:38 [scrapy.statscollectors] INFO: Dumping Scrapy stats: {'downloader/request_bytes': 314, 'downloader/request_count': 1, 'downloader/request_method_count/GET': 1, 'downloader/response_bytes': 4815, 'downloader/response_count': 1, 'downloader/response_status_count/200': 1, 'elapsed_time_seconds': 0.265455, 'finish_reason': 'finished', 'finish_time': datetime.datetime(2025, 7, 8, 7, 43, 38, 4643, tzinfo=datetime.timezone.utc), 'httpcompression/response_bytes': 18235, 'httpcompression/response_count': 1, 'items_per_minute': None, 'log_count/DEBUG': 8, 'log_count/INFO': 26, 'response_received_count': 1, 'responses_per_minute': None, 'scheduler/dequeued': 1, 'scheduler/dequeued/memory': 1, 'scheduler/enqueued': 1, 'scheduler/enqueued/memory': 1, 'start_time': datetime.datetime(2025, 7, 8, 7, 43, 37, 739188, tzinfo=datetime.timezone.utc)} 2025-07-08 15:43:38 [scrapy.core.engine] INFO: Spider closed (finished) 2025-07-08 15:43:38 [scrapy.core.engine] INFO: Closing spider (finished) 2025-07-08 15:43:38 [scrapy.statscollectors] INFO: Dumping Scrapy stats: {'downloader/request_bytes': 311, 'downloader/request_count': 1, 'downloader/request_method_count/GET': 1, 'downloader/response_bytes': 5880, 'downloader/response_count': 1, 'downloader/response_status_count/200': 1, 'elapsed_time_seconds': 0.282532, 'finish_reason': 'finished', 'finish_time': datetime.datetime(2025, 7, 8, 7, 43, 38, 21720, tzinfo=datetime.timezone.utc), 'httpcompression/response_bytes': 18387, 'httpcompression/response_count': 1, 'items_per_minute': None, 'log_count/DEBUG': 6, 'log_count/INFO': 22, 'response_received_count': 1, 'responses_per_minute': None, 'scheduler/dequeued': 1, 'scheduler/dequeued/memory': 1, 'scheduler/enqueued': 1, 'scheduler/enqueued/memory': 1, 'start_time': datetime.datetime(2025, 7, 8, 7, 43, 37, 739188, tzinfo=datetime.timezone.utc)} 2025-07-08 15:43:38 [scrapy.core.engine] INFO: Spider closed (finished) 2025-07-08 15:43:38 [scrapy.core.engine] INFO: Closing spider (finished) 2025-07-08 15:43:38 [scrapy.statscollectors] INFO: Dumping Scrapy stats: {'downloader/request_bytes': 300, 'downloader/request_count': 1, 'downloader/request_method_count/GET': 1, 'downloader/response_bytes': 9026, 'downloader/response_count': 1, 'downloader/response_status_count/200': 1, 'elapsed_time_seconds': 0.284539, 'finish_reason': 'finished', 'finish_time': datetime.datetime(2025, 7, 8, 7, 43, 38, 22730, tzinfo=datetime.timezone.utc), 'httpcompression/response_bytes': 32943, 'httpcompression/response_count': 1, 'items_per_minute': None, 'log_count/DEBUG': 10, 'log_count/INFO': 39, 'response_received_count': 1, 'responses_per_minute': None, 'scheduler/dequeued': 1, 'scheduler/dequeued/memory': 1, 'scheduler/enqueued': 1, 'scheduler/enqueued/memory': 1, 'start_time': datetime.datetime(2025, 7, 8, 7, 43, 37, 738191, tzinfo=datetime.timezone.utc)} 2025-07-08 15:43:38 [scrapy.core.engine] INFO: Spider closed (finished) 2025-07-08 15:43:38 [scrapy.core.engine] INFO: Closing spider (finished) 2025-07-08 15:43:38 [scrapy.statscollectors] INFO: Dumping Scrapy stats: {'downloader/request_bytes': 311, 'downloader/request_count': 1, 'downloader/request_method_count/GET': 1, 'downloader/response_bytes': 9736, 'downloader/response_count': 1, 'downloader/response_status_count/200': 1, 'elapsed_time_seconds': 0.285536, 'finish_reason': 'finished', 'finish_time': datetime.datetime(2025, 7, 8, 7, 43, 38, 22730, tzinfo=datetime.timezone.utc), 'httpcompression/response_bytes': 25723, 'httpcompression/response_count': 1, 'items_per_minute': None, 'log_count/DEBUG': 13, 'log_count/INFO': 49, 'response_received_count': 1, 'responses_per_minute': None, 'scheduler/dequeued': 1, 'scheduler/dequeued/memory': 1, 'scheduler/enqueued': 1, 'scheduler/enqueued/memory': 1, 'start_time': datetime.datetime(2025, 7, 8, 7, 43, 37, 737194, tzinfo=datetime.timezone.utc)} 2025-07-08 15:43:38 [scrapy.core.engine] INFO: Spider closed (finished)
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