htmlunit抓取动态网页(,ajax动态加载的网页并提取网页信息(需进行) )

优采云 发布时间: 2021-10-09 22:03

  htmlunit抓取动态网页(,ajax动态加载的网页并提取网页信息(需进行)

)

  网页有几种采集

  1.静态网页

  2.动态网页(需要js、ajax动态加载数据的网页)

  3.采集的网页前需要模拟登录

  4.加密网页

  3、4个解决方案和想法会在后续博客中说明

  目前只有 1、2 的解决方案和想法:

  一.静态网页

  解决静态网页的方法有很多很多采集! java和python都提供了很多工具包或者框架,比如java httpclient、Htmlunit、Jsoup、HtmlParser等,Python urllib、urllib2、BeautifulSoup、Scrapy等,不详,网上资料很多。

  二.动态网页

  对于采集来说,动态网页就是那些需要通过js和ajax动态加载获取数据的网页。 采集 有两种数据方案:

  1.通过抓包工具分析js、ajax的请求,模拟js加载后获取数据的请求。

  2.调用浏览器内核,获取加载网页的源码,然后解析源码

  研究爬虫的人一定对js有所了解。网上学习资料很多,就不一一列举了。我写这篇文章只是为了文章完整性

  调用浏览器内核的工具包也有几个,不过不是今天的重点。今天的重点是文章的标题。 Scrapy框架结合Spynner采集需要动态加载js和ajax。并提取页面信息(以采集微信公众号文章列表为例)

  开始...

  1.创建微信公众号文章list采集项目(以下简称微采集)

  scrapy startproject weixin

  2.在spider目录下创建一个采集spider文件

  vim weixinlist.py

  编写如下代码

  from weixin.items import WeixinItem

import sys

sys.path.insert(0,'..')

import scrapy

import time

from scrapy import Spider

class MySpider(Spider):

name = 'weixinlist'

allowed_domains = []

start_urls = [

'http://weixin.sogou.com/gzh?openid=oIWsFt5QBSP8mn4Jx2WSGw_rCNzQ',

]

download_delay = 1

print('start init....')

def parse(self, response):

sel=scrapy.Selector(response)

print('hello,world!')

print(response)

print(sel)

list=sel.xpath('//div[@class="txt-box"]/h4')

items=[]

for single in list:

data=WeixinItem()

title=single.xpath('a/text()').extract()

link=single.xpath('a/@href').extract()

data['title']=title

data['link']=link

if len(title)>0:

print(title[0].encode('utf-8'))

print(link)

  3.在items.py中添加WeixinItem类

  4.在items.py同级目录下创建一个下载中间件downloadwebkit.py,在里面写入如下代码:

  import spynner

import pyquery

import time

import BeautifulSoup

import sys

from scrapy.http import HtmlResponse

class WebkitDownloaderTest( object ):

def process_request( self, request, spider ):

# if spider.name in settings.WEBKIT_DOWNLOADER:

# if( type(request) is not FormRequest ):

browser = spynner.Browser()

browser.create_webview()

browser.set_html_parser(pyquery.PyQuery)

browser.load(request.url, 20)

try:

browser.wait_load(10)

except:

pass

string = browser.html

string=string.encode('utf-8')

renderedBody = str(string)

return HtmlResponse( request.url, body=renderedBody )

  这段代码是在网页加载完成后调用浏览器内核获取源码

  5.在setting.py文件中配置并声明下载使用下载中间件

  在底部添加以下代码:

  #which spider should use WEBKIT

WEBKIT_DOWNLOADER=['weixinlist']

DOWNLOADER_MIDDLEWARES = {

'weixin.downloadwebkit.WebkitDownloaderTest': 543,

}

import os

os.environ["DISPLAY"] = ":0"

  6.运行程序:

  运行命令:

  scrapy crawl weixinlist

  运行结果:

<p>kevinflynndeMacBook-Pro:spiders kevinflynn$ scrapy crawl weixinlist

start init....

2015-07-28 21:13:55 [scrapy] INFO: Scrapy 1.0.1 started (bot: weixin)

2015-07-28 21:13:55 [scrapy] INFO: Optional features available: ssl, http11

2015-07-28 21:13:55 [scrapy] INFO: Overridden settings: {&#39;NEWSPIDER_MODULE&#39;: &#39;weixin.spiders&#39;, &#39;SPIDER_MODULES&#39;: [&#39;weixin.spiders&#39;], &#39;BOT_NAME&#39;: &#39;weixin&#39;}

2015-07-28 21:13:55 [py.warnings] WARNING: :0: UserWarning: You do not have a working installation of the service_identity module: &#39;No module named service_identity&#39;. Please install it from and make sure all of its dependencies are satisfied. Without the service_identity module and a recent enough pyOpenSSL to support it, Twisted can perform only rudimentary TLS client hostname verification. Many valid certificate/hostname mappings may be rejected.

2015-07-28 21:13:55 [scrapy] INFO: Enabled extensions: CloseSpider, TelnetConsole, LogStats, CoreStats, SpiderState

2015-07-28 21:13:55 [scrapy] INFO: Enabled downloader middlewares: HttpAuthMiddleware, DownloadTimeoutMiddleware, UserAgentMiddleware, RetryMiddleware, WebkitDownloaderTest, DefaultHeadersMiddleware, MetaRefreshMiddleware, HttpCompressionMiddleware, RedirectMiddleware, CookiesMiddleware, ChunkedTransferMiddleware, DownloaderStats

2015-07-28 21:13:55 [scrapy] INFO: Enabled spider middlewares: HttpErrorMiddleware, OffsiteMiddleware, RefererMiddleware, UrlLengthMiddleware, DepthMiddleware

2015-07-28 21:13:55 [scrapy] INFO: Enabled item pipelines:

2015-07-28 21:13:55 [scrapy] INFO: Spider opened

2015-07-28 21:13:55 [scrapy] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)

2015-07-28 21:13:55 [scrapy] DEBUG: Telnet console listening on 127.0.0.1:6023

QFont::setPixelSize: Pixel size

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