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以下文章来源于快学Python ,作者叶庭云
一、分析网页
网站的页面是 JavaScript 渲染而成的,我们所看到的内容都是网页加载后又执行了JavaScript代码之后才呈现出来的,因此这些数据并不存在于原始 HTML 代码中,而 requests 仅仅抓取的是原始 HTML 代码。抓取这种类型网站的页面数据,解决方案如下:
分析 Ajax,很多数据可能是经过 Ajax 请求时候获取的,所以可以分析其接口。
在XHR里可以找到,Request URL有几个关键参数,uuid和cityId是城市标识,offset偏移量可以控制翻页,分析网页发现,第x页的offset为:(x-1)*20,limit表示每页有20条信息,startDay和endDay为当前的日期。
在Preview里可以找到每页的20条信息
模拟JavaScript渲染过程,直接抓取渲染后的结果。
selenium和pyppeteer爬虫就是用的这种方法
二、爬取酒店信息
<code>logging.basicConfig(level=logging.INFO, format=<span class="hljs-string">"%(asctime)s - %(levelname)s: %(message)s") url = <span class="hljs-string">"https://ihotel.meituan.com/hbsearch/HotelSearch" headers = { <span class="hljs-string">"User-Agent": <span class="hljs-string">"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.162 Safari/537.36", <span class="hljs-string">"Referer": <span class="hljs-string">"https://hotel.meituan.com/chengdu" } wb = openpyxl.Workbook() sheet = wb.active sheet.append([<span class="hljs-string">"酒店名称", <span class="hljs-string">"酒店地址", <span class="hljs-string">"酒店类型", <span class="hljs-string">"最低价", <span class="hljs-string">"评价", <span class="hljs-string">"评论数", <span class="hljs-string">"经度", <span class="hljs-string">"纬度"]) <span class="hljs-function">def <span class="hljs-title">hotel_data(<span class="hljs-params">x): data = { <span class="hljs-string">"utm_medium": <span class="hljs-string">"pc", <span class="hljs-string">"version_name": <span class="hljs-number">999.9, <span class="hljs-string">"cateId": <span class="hljs-number">20, <span class="hljs-string">"attr_28": <span class="hljs-number">129, <span class="hljs-string">"uuid": <span class="hljs-string">"5D4E443EC83DDD49B73F317921EAE16C7B492A634A67FA261773890F730A5932@1600263777783", <span class="hljs-string">"cityId": <span class="hljs-number">59, <span class="hljs-string">"offset": x * <span class="hljs-number">20, <span class="hljs-string">"limit": <span class="hljs-number">20, <span class="hljs-string">"startDay": <span class="hljs-number">20200916, <span class="hljs-string">"endDay": <span class="hljs-number">20200916, <span class="hljs-string">"q": <span class="hljs-string">"", <span class="hljs-string">"sort": <span class="hljs-string">"defaults", <span class="hljs-string">"X-FOR-WITH": <span class="hljs-string">"47zbBAV+k1e7QrnKt4lEVXrmtOE9w2OpFfGsKf539CDdXIw4r2V/qICcWVeNACGHWNbD6iL4huPyRVdkNJJwR6dqcoQMyzjUE3cQGWr6YZOwANQOlCSrZ7m1+aahwcnh/dTfaJLMZfxWaJQEISBuKbiMgDC8Vr4eaeWiYASkLl0ByB96MOUz7gfjUTbhlV0ZXvZ/ucwNcK3zxTQjmoBINsAY4HwpKQLpOV2IqV1CtPg=", } res = requests.<span class="hljs-keyword">get(url, headers=headers, <span class="hljs-keyword">params=data) time.sleep(random.randint(<span class="hljs-number">1, <span class="hljs-number">3)) results = json.loads(res.text)[<span class="hljs-string">"data"][<span class="hljs-string">"searchresult"] <span class="hljs-keyword">for con <span class="hljs-keyword">in results: name = con[<span class="hljs-string">"name"] <span class="hljs-meta"># 酒店名称 addr = con[<span class="hljs-string">"addr"] <span class="hljs-meta"># 酒店地址 star = con[<span class="hljs-string">"hotelStar"] <span class="hljs-meta"># 酒店类型 price = con[<span class="hljs-string">"lowestPrice"] <span class="hljs-meta"># 最低价 scoreIntro = con[<span class="hljs-string">"scoreIntro"] <span class="hljs-meta"># 评价 comments = con[<span class="hljs-string">"commentsCountDesc"] <span class="hljs-meta"># 评论数 lng, lat = con[<span class="hljs-string">"lng"], con[<span class="hljs-string">"lat"] <span class="hljs-meta"># 经纬度 data = [name, addr, star, price, scoreIntro, comments, lng, lat] sheet.append(data) logging.info(data) </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></code>
www#gaodaima.com来源gaodaimacom搞#^代%!码&网搞代码
程序运行成功,酒店信息保存到了Excel。