scrapy-deltafetch实现增量爬取

Posted 2020-12-03 记录笔记

 

详情:https://blog.csdn.net/zsl10/article/details/52885597

安装:Berkeley DB

# cd /usr/local/src

# wget http://download.oracle.com/berkeley-db/db-4.7.25.NC.tar.gz

# tar zxvf db-4.7.25.NC.tar.gz # cd build_unix

# ../dist/configure

# make&&make install

安装bsddb3

 pip install bsddb3

安装scrapy-deltafetch

 pip install scrapy-deltafetch

安装scrapy-magicfields

 pip install scrapy-magicfields

settings.py设置

    SPIDER_MIDDLEWARES = {  ‘scrapy_deltafetch.DeltaFetch’: 100  }  

    DELTAFETCH_ENABLED = True

运行爬虫项目

scrapy crawl spider_name

如果想重新爬取之前已经爬取过的链接，可以通过重置DeltaFetch的缓存来实现      scrapy crawl spider_name -a deltafetch_reset=1

 

 

前言

在之前的文章中我们都是对目标站点进行全量爬取，只要爬虫run起来就会对所有的链接都爬取一遍，这其实是很傻的做法，因为很多情况下我们并不需要爬取已经爬过的链接，除非你需要定期更新这个链接对应页面上的数据。好了，回归正题，本文介绍scrapy使用scrapy-deltafetch这个插件来实现增量爬取，这里以爬取【美食杰】上的菜谱信息为例。

正文

安装scrapy-deltafetch

pip install scrapy-deltafetch

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如安装过程报错Can‘t find a local Berkeley DB installation.请参考：http://jinbitou.net/2018/01/27/2579.html

新建项目和爬虫

$ scrapy startproject meishijie PycharmProjects/meishijie
$ cd PycharmProjects/meishijie
$ scrapy genspider meishi meishij.net

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settings.py

用Pycharm打开生成的项目，编辑settings.py，添加如下内容：

SPIDER_MIDDLEWARES = {  
‘scrapy_deltafetch.DeltaFetch’: 100  
}  
DELTAFETCH_ENABLED = True

meishi.py

编辑爬虫文件meishi.py，因为是测试我就不写太多逻辑了，大家知道就好。

# -*- coding: utf-8 -*-
import scrapy

class MeishiSpider(scrapy.Spider):
    name = ‘meishi‘
    allowed_domains = [‘meishij.net‘]
    start_urls = [‘http://www.meishij.net/yaoshanshiliao/jibingtiaoli/weiyan/‘]

    def parse(self, response):
        for ms in response.xpath("//div[contains(@class,‘i_w‘)]"):
            item = {}
            title = ms.xpath("div/div/strong/text()").extract_first()
            hot = ms.xpath("div/div/span/text()").extract_first()
            item["title"] = title
            item["hot"] = hot
            yield item
        next_page = response.xpath("//a[@class=‘next‘]/@href").extract_first()
        print("下一页：", next_page)
        if next_page:
            yield scrapy.Request(response.urljoin(next_page), callback=self.parse)

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如上，items.py，pipelines.py，middlewares.py不做任何改动，保持默认就好。

运行

运行如下命令就可以看到scrapy已经愉快地跑起来了

$ scrapy crawl meishi

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很快，所有链接已经爬取完毕，查看运行日志

2018-01-27 14:11:18 [scrapy.statscollectors] INFO: Dumping Scrapy stats:
{‘deltafetch/stored‘: 1500,
‘downloader/request_bytes‘: 25530,
‘downloader/request_count‘: 76,
‘downloader/request_method_count/GET‘: 76,
‘downloader/response_bytes‘: 1280237,
‘downloader/response_count‘: 76,
‘downloader/response_status_count/200‘: 76,
‘finish_reason‘: ‘finished‘,
‘finish_time‘: datetime.datetime(2018, 1, 27, 6, 11, 18, 772936),
‘item_scraped_count‘: 1500,
‘log_count/DEBUG‘: 1577,
‘log_count/INFO‘: 7,
‘memusage/max‘: 52551680,
‘memusage/startup‘: 52551680,
‘request_depth_max‘: 74,
‘response_received_count‘: 76,
‘scheduler/dequeued‘: 75,
‘scheduler/dequeued/memory‘: 75,
‘scheduler/enqueued‘: 75,
‘scheduler/enqueued/memory‘: 75,
‘start_time‘: datetime.datetime(2018, 1, 27, 6, 10, 55, 141746)}
2018-01-27 14:11:18 [scrapy.core.engine] INFO: Spider closed (finished)

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可以知道，scrapy共发起了包括入口在内的76次请求，爬取了1500个item，deltafetch存储了这1500个item对应请求的指纹信息。

测试增量爬取

再次运行scrapy crawl meishi命令

2018-01-27 14:27:39 [scrapy_deltafetch.middleware] INFO: Ignoring already visited: <GET http://www.meishij.net/shiliao.php?st=3&cid=178&sortby=update&page=2>
2018-01-27 14:27:39 [scrapy.core.engine] INFO: Closing spider (finished)
2018-01-27 14:27:39 [scrapy.statscollectors] INFO: Dumping Scrapy stats:
{‘deltafetch/skipped‘: 1,
‘deltafetch/stored‘: 20,
‘downloader/request_bytes‘: 471,
‘downloader/request_count‘: 2,
‘downloader/request_method_count/GET‘: 2,
‘downloader/response_bytes‘: 17879,
‘downloader/response_count‘: 2,
‘downloader/response_status_count/200‘: 2,
‘finish_reason‘: ‘finished‘,
‘finish_time‘: datetime.datetime(2018, 1, 27, 6, 27, 39, 940365),
‘item_scraped_count‘: 20,
‘log_count/DEBUG‘: 23,
‘log_count/INFO‘: 8,
‘memusage/max‘: 52420608,
‘memusage/startup‘: 52420608,
‘request_depth_max‘: 1,
‘response_received_count‘: 2,
‘scheduler/dequeued‘: 1,
‘scheduler/dequeued/memory‘: 1,
‘scheduler/enqueued‘: 1,
‘scheduler/enqueued/memory‘: 1,
‘start_time‘: datetime.datetime(2018, 1, 27, 6, 27, 39, 547330)}
2018-01-27 14:27:39 [scrapy.core.engine] INFO: Spider closed (finished)

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可以看到scrapy除了入口的请求外，之前请求过的链接都已经跳过，Done！

补充

如果想重新爬取之前已经爬取过的链接，可以通过重置DeltaFetch的缓存来实现，具体做法是给你的爬虫传一个参数deltafetch_reset，例如：

$ scrapy crawl meishi -a deltafetch_reset=1

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参考：http://jinbitou.net/2018/01/27/2581.html