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文库吧 > IT > 软件开发 > 后端开发 > Python

入门!!!Scrapy框架轻松爬取新闻!

Python 更新时间: 发布时间: IT归档 最新发布 模块sitemap 名妆网 法律咨询 聚返吧 英语巴士网 伯小乐 网商动力

入门!!!Scrapy框架轻松爬取新闻!

爬虫,真是一门神奇的技术!

步骤:
    • 爬虫,真是一门神奇的技术!
  • 创建一个scrapy项目
  • 分析网页
  • 完成代码,保存CSV文件

创建一个scrapy项目

本次爬取网站为:https://wz.sun0769.com/app/politics/index
cmd切换目录scrapy startproject sun0769
切换创建的项目cd sun0769
创建spider目录下py文件scrapy genspider sun sun0769.com

分析网页

网站采用ajax加载,每条新闻包括在div标签中,不断往下滑动,会不断出现div,用xpath提取即可。

太菜了!现在暂时只能爬取一页,每一页后面都有表单数据,需要params函数构造在url后面



完成代码,保存CSV文件

sun.py

import scrapy

#from sun0769.items import Sun0769Item


class SunSpider(scrapy.Spider):
    name = 'sun'
    allowed_domains = ['sun0769.com']
    start_urls = ['https://wz.sun0769.com/app/politics/index']

    def parse(self, response):
        # 定位信息页面
        total=response.xpath('//div[@]/div')
        for items in total:
            item= {}
            #title
            item['title']=items.xpath('./a//p/text()').extract_first()
            item['status']=items.xpath('./span[@]/text()').extract_first()
            item['anwser']=items.xpath('./a[2]/span/text()').extract_first()
           # item['uri']=items.xpath('./a/@href').extract_first()
            item['start_url']='https://wz.sun0769.com/'+items.xpath('./a/@href').extract_first()
            yield scrapy.Request(
                item['start_url'],
                callback=self.parse_detail,
                meta={"item":item},
            )

    #定位详情页
    def parse_detail(self,response):
        item=response.meta["item"]
        item['content']=response.xpath('//div[@]/p/text()').extract_first()
        yield item

pipelines.py

class Sun0769Pipeline:
    def process_item(self, item, spider):
        print(item)
        return item

settings.py配置,照着源文件开就ok了。

# Scrapy settings for sun0769 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.html

BOT_NAME = 'sun0769'

SPIDER_MODULES = ['sun0769.spiders']
NEWSPIDER_MODULE = 'sun0769.spiders'


# Crawl responsibly by identifying yourself (and your website) on the user-agent
#设置代理
USER_AGENT = 'Mozilla/5.0 (Linux; Android 6.0; Nexus 5 Build/MRA58N) ' 
             'AppleWebKit/537.36 (KHTML, like Gecko) Chrome/94.0.4606.61 ' 
             'Mobile Safari/537.36 Edg/94.0.992.31'

# Obey robots.txt rules
#遵守机器协议,默认True
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 = {
#    'sun0769.middlewares.Sun0769SpiderMiddleware': 543,
#}

# Enable or disable downloader middlewares
# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
#DOWNLOADER_MIDDLEWARES = {
#    'sun0769.middlewares.Sun0769DownloaderMiddleware': 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
#打开pipelines通道
ITEM_PIPELINES = {
    'sun0769.pipelines.Sun0769Pipeline': 300,
}

# 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'
#终端直接输出结果,不输出日志
LOG_LEVEL="WARNING"
#设置编码,避免保存csv文件出现乱码
FEED_EXPORT_ENCODING = 'gb18030'

运行结果:

cmd输入scrapy crawl sun -o sun.csv


打开csv文件

自学一年半来,学习了爬取静态网页再到动态网页,selenium模拟到scrapy框架,从易到难,由深到浅!

总之,scrapy框架对于我来说,算是遇到了瓶颈了!琢磨了一个星期,也终于能正式更新这篇文章了!

下次更新如何获取每一页!

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