scrapy splash 爬取图片学习心得
目录
- 1. 鸣谢
- 2. 环境搭建(基于python 3.7)
- 2.1 准备镜像
- 2.2 启动splash容器
- 2.3 安装 scrapy-splash
- 2.4 安装 Pillow(图片处理 )
- 3.生成项目
- 4.setting.py设置
- 5.items.py设置
- 6.编写爬虫
- 7.执行脚本
- 8.遇到的坑
- 9.项目地址
1. 鸣谢
首先特别感谢知乎作者 晚来天欲雪 的 文章 给予的知识帮助,以下内容也是基于 原文 基础上形成的。
2. 环境搭建(基于python 3.7)
2.1 准备镜像
参考 官方文档 教程,拉取 splash 镜像。
docker pull scrapinghub/splash
2.2 启动splash容器
将宿主机 8050 端口映射到容器 8050 端口。
docker run -p 8050:8050 scrapinghub/splash
2.3 安装 scrapy-splash
pip install scrapy-splash
2.4 安装 Pillow(图片处理 )
pip install Pillow
3.生成项目
scrapy startproject netbian
4.setting.py设置
# Scrapy settings for spider project
#
# For simplicity, this file contains only settings considered important or
# commonly used. You can find more settings consulting the documentation:
#
# https://docs.scrapy.org/en/latest/topics/settings.html
# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
# https://docs.scrapy.org/en/latest/topics/spider-middleware.htmlBOT_NAME = 'spider'SPIDER_MODULES = ['spider.spiders']
NEWSPIDER_MODULE = 'spider.spiders'FEED_EXPORT_ENCODING = 'utf-8'# Crawl responsibly by identifying yourself (and your website) on the user-agent
USER_AGENT = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.212 Safari/537.36"# Obey robots.txt rules
ROBOTSTXT_OBEY = False# Configure maximum concurrent requests performed by Scrapy (default: 16)
#CONCURRENT_REQUESTS = 32# Configure a delay for requests for the same website (default: 0)
# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay
# See also autothrottle settings and docs
DOWNLOAD_DELAY = 3
# The download delay setting will honor only one of:
#CONCURRENT_REQUESTS_PER_DOMAIN = 16
#CONCURRENT_REQUESTS_PER_IP = 16# Disable cookies (enabled by default)
COOKIES_ENABLED = False# Disable Telnet Console (enabled by default)
#TELNETCONSOLE_ENABLED = False# Override the default request headers:
#DEFAULT_REQUEST_HEADERS = {# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
# 'Accept-Language': 'en',
#}# Enable or disable spider middlewares
# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html
#SPIDER_MIDDLEWARES = {# 'spider.middlewares.SpiderSpiderMiddleware': 543,
#}# Enable or disable downloader middlewares
# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
# DOWNLOADER_MIDDLEWARES = {# 'spider.middlewares.SpiderDownloaderMiddleware': 543,
# }# Enable or disable extensions
# See https://docs.scrapy.org/en/latest/topics/extensions.html
#EXTENSIONS = {# 'scrapy.extensions.telnet.TelnetConsole': None,
#}# Configure item pipelines
# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html
# 此处设置你想要运行的pipeline,数值越大优先级越高。
ITEM_PIPELINES = {'spider.pipelines.SpiderPipeline': 300, #项目自定义'scrapy.pipelines.images.ImagesPipeline': 1 #scrapy框架自带
}IMAGES_STORE = 'images'
IMAGES_URLS_FIELD = 'img_url'# Enable and configure the AutoThrottle extension (disabled by default)
# See https://docs.scrapy.org/en/latest/topics/autothrottle.html
AUTOTHROTTLE_ENABLED = True
# The initial download delay
#AUTOTHROTTLE_START_DELAY = 5
# The maximum download delay to be set in case of high latencies
#AUTOTHROTTLE_MAX_DELAY = 60
# The average number of requests Scrapy should be sending in parallel to
# each remote server
#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0
# Enable showing throttling stats for every response received:
#AUTOTHROTTLE_DEBUG = False# Enable and configure HTTP caching (disabled by default)
# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings
#HTTPCACHE_ENABLED = True
#HTTPCACHE_EXPIRATION_SECS = 0
#HTTPCACHE_DIR = 'httpcache'
#HTTPCACHE_IGNORE_HTTP_CODES = []
#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage'# Splash# 添加splash服务器地址
SPLASH_URL = 'http://localhost:8050'# 添加Splash中间件
DOWNLOADER_MIDDLEWARES = {'scrapy_splash.SplashCookiesMiddleware': 723,'scrapy_splash.SplashMiddleware': 725,'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware': 810,
}# Enable SplashDeduplicateArgsMiddlewar
SPIDER_MIDDLEWARES = {'scrapy_splash.SplashDeduplicateArgsMiddleware': 100,
}# 设置Splash自己的去重过滤器
DUPEFILTER_CLASS = 'scrapy_splash.SplashAwareDupeFilter'# 如果你使用Splash的Http缓存,那么还要指定一个自定义的缓存后台存储介质
HTTPCACHE_STORAGE = 'scrapy_splash.SplashAwareFSCacheStorage'
5.items.py设置
# Define here the models for your scraped items
#
# See documentation in:
# https://docs.scrapy.org/en/latest/topics/items.htmlimport scrapyclass SpiderItem(scrapy.Item):# define the fields for your item here like:img_url = scrapy.Field()
6.编写爬虫
import scrapy
from scrapy_splash import SplashRequestlua_script = '''
function main(splash) splash:go(splash.args.url) --打开页面splash:wait(2) --等待加载return splash:html() --返回页面数据
end
'''class NetbianSpider(scrapy.Spider):name = 'netbian'allowed_domains = ['jd.com']start_urls = ['https://item.jd.com/34637635130.html']def start_requests(self):for url in self.start_urls:yield SplashRequest(url,endpoint='execute',args={'lua_source': lua_script,'timeout': 90, #超时时间,有的页面读取很慢导致504,可设置大值防止504'wait': 0.5},cache_args=['lua_source'],callback=self.parse)def parse(self, response):price = response.xpath('//span[@class="price J-p-34637635130"]/text()').extract_first()print("价格:", price)
7.执行脚本
scrapy crawl netbian
8.遇到的坑
WARNING: /xxx…/scrapy_splash/request.py:41: ScrapyDeprecationWarning: Call to deprecated function to_native_str. Use to_unicode instead.
url = to_native_str(url)
解决方法:
在 /xxx…/scrapy_splash/request.py 中增加
from scrapy.utils.python import to_unicode
在第41行将
url = to_native_str(url)
改为
url = to_unicode(url)
9.项目地址
git地址
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