Scrapy框架
Scrapy简介
Scrapy是一个为了爬取网站数据,提取结构性数据而编写的应用框架,
非常出名,非常强悍。所谓的框架就是一个已经被集成了各种功能(高性能异步下载,队列,分布式,解析,持久化等)的具有很强通用性的项目模板。
对于框架的学习,重点是要学习其框架的特性、各个功能的用法即可。
环境安装
- Linux:
- 直接 pip install scrapy 即可
- Windows:
- 先下载 wheel pip3 install wheel - 再下载twisted 进入官网找到 对应的python解释器版本的文件 下载地址:http://www.lfd.uci.edu/~gohlke/pythonlibs/#twisted - 找到 twisted 文件的下载目录执行命令: pip3 install Twisted‑17.1.0‑cp35‑cp35m‑win_amd64.whl(下载文件名的全称) - 然后命令: pip install pywin32 pip install scrapy
基础命令
- 创建项目:
scrapy startproject 项目名称
- 项目目录结构:
项目名称/ scrapy.cfg: project_name/ __init__.py items.py pipelines.py settings.py spiders/ __init__.py scrapy.cfg 项目的主配置信息。(真正爬虫相关的配置信息在settings.py文件中) items.py 设置数据存储模板,用于结构化数据,如:Django的Model pipelines 数据持久化处理 settings.py 配置文件,如:递归的层数、并发数,延迟下载等 spiders 爬虫目录,如:创建文件,编写爬虫解析规则
- 在项目中创建爬虫程序:
- 进入项目目录: cd 项目名称
- 创建命令:
scrapy genspider 应用名称 爬取网页的起始url (例如:scrapy genspider qiubai www.qiushibaike.com)
- 命令执行结束后 会在 spiders 文件中生成一个 上面 应用名称.py 的文件; 源码如下:
# -*- coding: utf-8 -*- import scrapy class QiubaiSpider(scrapy.Spider): name = 'qiubai' #应用名称 #允许爬取的域名(如果遇到非该域名的url则爬取不到数据) allowed_domains = ['https://www.qiushibaike.com/'] #起始爬取的url start_urls = ['https://www.qiushibaike.com/'] #访问起始URL并获取结果后的回调函数,该函数的response参数就是向起始的url发送请求后,获取的响应对象.该函数返回值必须为可迭代对象或者NUll def parse(self, response): print(response.text) #获取字符串类型的响应内容 print(response.body)#获取字节类型的相应内容
- 执行爬虫应用:
scrapy crawl 应用名称
ps:scrapy crawl 爬虫名称 --nolog:该种执行形式不会显示执行的日志信息
settings配置文件
- 源码文件:
# -*- coding: utf-8 -*- # Scrapy settings for scrapyproDemo project # # For simplicity, this file contains only settings considered important or # commonly used. You can find more settings consulting the documentation: # # https://doc.scrapy.org/en/latest/topics/settings.html # https://doc.scrapy.org/en/latest/topics/downloader-middleware.html # https://doc.scrapy.org/en/latest/topics/spider-middleware.html BOT_NAME = 'scrapyproDemo' SPIDER_MODULES = ['scrapyproDemo.spiders'] NEWSPIDER_MODULE = 'scrapyproDemo.spiders' # Crawl responsibly by identifying yourself (and your website) on the user-agent # 通过在用户代理上标识您自己(和您的网站),负责任地爬行 #USER_AGENT = 'scrapyproDemo (+http://www.yourdomain.com)' # Obey robots.txt rules # 是否遵循 robots协议,默认为True 但是一般都要改成False ROBOTSTXT_OBEY = True # Configure maximum concurrent requests performed by Scrapy (default: 16) # 配置由Scrapy执行的最大并发请求(默认:16) #CONCURRENT_REQUESTS = 32 # Configure a delay for requests for the same website (default: 0) # See https://doc.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://doc.scrapy.org/en/latest/topics/spider-middleware.html #SPIDER_MIDDLEWARES = { # 'scrapyproDemo.middlewares.ScrapyprodemoSpiderMiddleware': 543, #} # Enable or disable downloader middlewares # See https://doc.scrapy.org/en/latest/topics/downloader-middleware.html #DOWNLOADER_MIDDLEWARES = { # 'scrapyproDemo.middlewares.ScrapyprodemoDownloaderMiddleware': 543, #} # Enable or disable extensions # See https://doc.scrapy.org/en/latest/topics/extensions.html #EXTENSIONS = { # 'scrapy.extensions.telnet.TelnetConsole': None, #} # Configure item pipelines # See https://doc.scrapy.org/en/latest/topics/item-pipeline.html #ITEM_PIPELINES = { # 'scrapyproDemo.pipelines.ScrapyprodemoPipeline': 300, #} # Enable and configure the AutoThrottle extension (disabled by default) # See https://doc.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://doc.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'
- 伪装请求载体:USER_AGENT
- 忽略robots协议:ROBOTSTXT_OBEY = False