Java爬虫系列之实战：爬取酷狗音乐网 TOP500 的歌曲
Posted sam-uncle
tags:
篇首语：本文由小常识网(cha138.com)小编为大家整理，主要介绍了Java爬虫系列之实战：爬取酷狗音乐网 TOP500 的歌曲相关的知识，希望对你有一定的参考价值。
在前面分享的两篇随笔中分别介绍了HttpClient和Jsoup以及简单的代码案例：
今天就来实战下，用他们来抓取酷狗音乐网上的 Top500排行榜音乐。接下来的代码中除了会用到HttpClient和Jsoup之外，还会用到log4j和ehcache，分别用来记录日志和实现缓存，如果看官对这两个不是很熟悉的话，请自行百度，现在网上的入门实例有很多，我就不专门记笔记了。
那为什么会想到爬取酷狗音乐网呢？其实也不是我想到的，而是不久前看过某位大神的博客就是爬取酷狗的（具体哪位大神不记得了，见谅哈~~~），我也想用自己的代码试试，并且我看的博客里面好像没有用到缓存，也没有用到代理ip这种反反爬虫的工具，我会在我的爬虫程序里面补上，亲测能自动处理全部23页的歌曲（但是付费歌曲由于必须登录购买才能访问，因此未能下载到，只有其他的400+首非付费歌曲可以正常下载），所以酷狗网的工作人员不要担心哦~~~
话有又说回来了，在那篇博客出来后，也没见酷狗音乐去专门处理下，还能给我留下写这段代码的机会，说明人家酷狗不在乎，毕竟付费歌曲是不能爬取的，而且网站已经有了一定的反爬虫机制。
***************************************************************************
声明：
本爬虫程序和程序爬取到的内容仅限个人学习交流使用，
请勿用于商业用途，否则后果自负
***************************************************************************
好，废话不多说，该上干货了~~
================很华丽的分割线=================
一、设计思路
首先说下思路，我看过的那篇博客没有把过程写详细，我就把它补充下吧：
1.点进去Top500排行榜，它的地址栏里面是：https://www.kugou.com/yy/rank/home/1-8888.html?from=homepage，而这个1其实就是页码，访问第N页就把1改成N就行，这个是我爬取的基础
2.点具体某首歌曲，比如《你的酒馆对我打了烊》，新打开页面：https://www.kugou.com/song/#hash=BE1E1D3C2A46B4CBD259ACA7FF050CD3&album_id=14913769，
3.我们F12分析下网络请求（啥？打开F12没东西？大哥呀你不会再刷新下吗），
你会发现有个耗时很长的请求,而且类型是media，它很可能就是真正获取mp3的请求
仔细看，果然是的，mp3的真实地址是：http://fs.w.kugou.com/201905272134/9d4d81230e6f5c759df51618b03961a7/G126/M00/05/09/HocBAFxLAoeAT3BzAD1nWyW7V5M814.mp3
关掉页面，重新进入该页面，MP3的真是地址是：http://fs.w.kugou.com/201905272139/2897cc9816b82f4cda304d927187b282/G126/M00/05/09/HocBAFxLAoeAT3BzAD1nWyW7V5M814.mp3
根据这个看不出来啥
继续分析，那它是怎么找到这个真实地址的呢？应该是前面的某个请求里面获取到了真实地址，找前面的请求：
这个请求的response里面含有MP3的真实地址，
请求的request为：
https://wwwapi.kugou.com/yy/index.php?r=play/getdata&callback=jQuery19106506492572547629_1558964792005&hash=BE1E1D3C2A46B4CBD259ACA7FF050CD3&album_id=14913769&dfid=3LWatj1PQwvn09grkH3FbFAF&mid=31adc5218ff6a510b05aacad71bc7090&platid=4&_=1558964792007
退出重新获取一次，然后再退出换首歌再获取一下这个request，你会发现一些规律：
粉红色是歌曲播放页面地址栏里面的内容，加粗部分是日期的long值，其他的都可以不变（“jQuery19106506492572547629_1558964792005”虽然每次有变化，但是经过尝试，其实没有影响），
所以我们就可以通过请求这个链接来获取带有MP3真实地址的json，然后请求真实地址，从而获取音乐文件。
4.那粉红色部分的值怎么获取呢？查看top500的列表页的源码会发现有段内容，这个里面记录的第N页所有歌曲的hash值、歌曲名、id等基本信息
// 列表数据 global.features = [{"Hash":"BE1E1D3C2A46B4CBD259ACA7FF050CD3","FileName":"\\u9648\\u96ea\\u51dd - \\u4f60\\u7684\\u9152\\u9986\\u5bf9\\u6211\\u6253\\u4e86\\u70ca","timeLen":251.048,"privilege":10,"size":4024155,"album_id":14913769,"encrypt_id":"tlk6517"},{"Hash":"9198B18815EE8CE42AE368AE29276F78","FileName":"\\u9648\\u96ea\\u51dd - \\u7eff\\u8272","timeLen":269.064,"privilege":10,"size":4314636,"album_id":15270740,"encrypt_id":"txskm8f"},{"Hash":"458E9B9F362277AC37E9EEF1CB80B535","FileName":"\\u738b\\u742a - \\u4e07\\u7231\\u5343\\u6069","timeLen":322.011,"privilege":10,"size":5152644,"album_id":18712576,"encrypt_id":"vsdz726"},{"Hash":"7E91FDE7E8D33E8ED11C6DB4620917E2","FileName":"\\u5b64\\u72ec\\u8bd7\\u4eba - \\u6e21\\u6211\\u4e0d\\u6e21\\u5979","timeLen":182.23,"privilege":10,"size":2916145,"album_id":14624971,"encrypt_id":"th6cka5"},{"Hash":"9681F4CCD830B8436DB5F8218C7DF0C7","FileName":"\\u864e\\u4e8c - \\u4f60\\u4e00\\u5b9a\\u8981\\u5e78\\u798f","timeLen":259.066,"privilege":10,"size":4155201,"album_id":12249679,"encrypt_id":"rniv71f"},{"Hash":"44ABEAA9CCE29AFB5C947D4FBD2C567F","FileName":"\\u5927\\u58ee - \\u4f2a\\u88c5","timeLen":301.004,"privilege":10,"size":4817151,"album_id":15999493,"encrypt_id":"u6n6i28"},{"Hash":"5FCE4CBCB96D6025033BCE2025FC3943","FileName":"\\u5468\\u6770\\u4f26 - \\u544a\\u767d\\u6c14\\u7403","timeLen":215,"privilege":10,"size":3443771,"album_id":1645030,"encrypt_id":"d5c5m23"},{"Hash":"0A62227CAAB66F54D43EC084B4BDD81F","FileName":"\\u5468\\u6770\\u4f26 - \\u7a3b\\u9999","timeLen":223.582,"privilege":10,"size":3577344,"album_id":960399,"encrypt_id":"74itc7"},{"Hash":"A11F7A8BD2EA5BBDB32F58A9081F27B4","FileName":"\\u82b1\\u59d0 - \\u72c2\\u6d6a","timeLen":181.037,"privilege":10,"size":2902317,"album_id":13476703,"encrypt_id":"sfzob9f"},{"Hash":"33EB8FE0DC9F70D9F7FE4CB77305D5A8","FileName":"\\u6d77\\u6765\\u963f\\u6728\\u3001\\u963f\\u5477\\u62c9\\u53e4\\u3001\\u66f2\\u6bd4\\u963f\\u4e14 - \\u522b\\u77e5\\u5df1","timeLen":280.111,"privilege":10,"size":4482365,"album_id":16324799,"encrypt_id":"uajki71"},{"Hash":"76D04F195C1F081CC0CD027A310A7D9A","FileName":"\\u738b\\u742a - \\u7ad9\\u7740\\u7b49\\u4f60\\u4e09\\u5343\\u5e74","timeLen":381.083,"privilege":10,"size":6109771,"album_id":13886090,"encrypt_id":"sunkg88"},{"Hash":"9C00A468D2658487DB2DE4ED16A12B5A","FileName":"\\u738b\\u8d30\\u6d6a - \\u50cf\\u9c7c","timeLen":285.031,"privilege":10,"size":4565459,"album_id":13621986,"encrypt_id":"smhia84"},{"Hash":"4F76587A5B0B93EEF15883E54DD3E2DB","FileName":"\\u6bdb\\u4e0d\\u6613 - \\u6d88\\u6101 (Live)","timeLen":179,"privilege":10,"size":2870658,"album_id":2900867,"encrypt_id":"gf96d56"},{"Hash":"8B7DF540F77042FB76DA1EE3A79EAE0A","FileName":"NCF-\\u827e\\u529b - \\u9ece\\u660e\\u524d\\u7684\\u9ed1\\u6697 (\\u5973\\u58f0\\u7248)","timeLen":145.058,"privilege":10,"size":2329748,"album_id":17997426,"encrypt_id":"twhgf05"},{"Hash":"7A3269C36D07E88A24FB35D246856FA4","FileName":"Yusee\\u897f - \\u5fc3\\u5982\\u6b62\\u6c34","timeLen":182.883,"privilege":10,"size":2926594,"album_id":19692772,"encrypt_id":"wd07h77"},{"Hash":"7995A2173ED0914868BB860F93C3D642","FileName":"\\u9b4f\\u65b0\\u96e8 - \\u4f59\\u60c5\\u672a\\u4e86","timeLen":216.189,"privilege":10,"size":3459539,"album_id":20709823,"encrypt_id":"wnru4c8"},{"Hash":"D8E40DA7F51C0486224E008A3B6ABD45","FileName":"\\u5154\\u5b50\\u7259 - \\u5c0f\\u767d\\u5154\\u9047\\u4e0a\\u5361\\u5e03\\u5947\\u8bfa","timeLen":163.087,"privilege":10,"size":2622454,"album_id":12492325,"encrypt_id":"rrrbccf"},{"Hash":"D2462B148305FF7D990F3B6EB3F90D66","FileName":"\\u5f20\\u656c\\u8f69 - \\u53ea\\u662f\\u592a\\u7231\\u4f60","timeLen":254.302,"privilege":10,"size":4080941,"album_id":558311,"encrypt_id":"3f65bd"},{"Hash":"03FE01457005CEEF8627BE5E5313D230","FileName":"\\u84dd\\u4e03\\u4e03 - \\u9ece\\u660e\\u524d\\u7684\\u9ed1\\u6697 (\\u5973\\u58f0\\u7248)","timeLen":111.986,"privilege":10,"size":1792253,"album_id":19842582,"encrypt_id":"w8lwi96"},{"Hash":"96E064A41AB84EBE4C03C6AAE3CB9334","FileName":"\\u5f20\\u7d2b\\u8c6a - \\u53ef\\u4e0d\\u53ef\\u4ee5","timeLen":240.093,"privilege":10,"size":3855453,"album_id":9618875,"encrypt_id":"mkt6v7f"},{"Hash":"5D6CCE061BD65404BF5669FDD26C40B1","FileName":"\\u4e01\\u8299\\u59ae - \\u53ea\\u662f\\u592a\\u7231\\u4f60","timeLen":247.797,"privilege":10,"size":3965342,"album_id":18231730,"encrypt_id":"vhrxi30"},{"Hash":"95B48A0894FC2198B6E2B93C034AAC72","FileName":"\\u5468\\u6770\\u4f26 - \\u9752\\u82b1\\u74f7","timeLen":239.046,"privilege":10,"size":3825206,"album_id":979856,"encrypt_id":"7a6sd6"}];
把这些信息获取后放到ehcache缓存，hash为key，album_id为value，循环单个歌曲的时候播放页也能获取到hash，然后根据hash到缓存里面取值即可
5.根据以上获取的信息就可以正常爬取文件了，但是在爬取了一段时间后会发现无法正常下载了，在log中看到请求不到MP3的真实地址， 返回的json报文里面error_code不为0，这个就是爬虫程序被网站识别了，这就要用到代理ip了，当被识别出后就换个代理ip，如此循环下去直到歌曲轮询完或代理ip被用完为止。
二、核心代码展示
有了思路之后，就可以写代码了，由于篇幅原因，这里只贴出部分核心代码，完整代码请在下面的gitee上获取
代码结构：
- 需要的依赖
<!-- httpclient 抓取html --> <dependency> <groupId>org.apache.httpcomponents</groupId> <artifactId>httpclient</artifactId> <version>4.5.8</version> </dependency> <!-- Jsoup 解析html--> <dependency> <groupId>org.jsoup</groupId> <artifactId>jsoup</artifactId> <version>1.11.3</version> </dependency> <!-- 用来下载歌曲，就不用自己写流操作了 --> <dependency> <groupId>commons-io</groupId> <artifactId>commons-io</artifactId> <version>2.6</version> </dependency> <!-- fastjson用来处理json --> <dependency> <groupId>com.alibaba</groupId> <artifactId>fastjson</artifactId> <version>1.2.58</version> </dependency> <!-- ehcache用作缓存 --> <dependency> <groupId>net.sf.ehcache</groupId> <artifactId>ehcache</artifactId> <version>2.10.6</version> </dependency> <!-- 引入slf4j-nop 纯粹是防止ehcache执行报错 --> <dependency> <groupId>org.slf4j</groupId> <artifactId>slf4j-nop</artifactId> <version>1.7.2</version> </dependency> <!-- log4j作为日志系统 --> <dependency> <groupId>log4j</groupId> <artifactId>log4j</artifactId> <version>1.2.17</version> </dependency>
- 主类
package com.sam.kugou.main; import java.util.List; import org.apache.log4j.Logger; import org.jsoup.Jsoup; import org.jsoup.nodes.Document; import org.jsoup.nodes.Element; import org.jsoup.select.Elements; import com.alibaba.fastjson.JSONObject; import com.sam.kugou.utils.DownLoadMusic; import com.sam.kugou.utils.EhcacheUtil; import com.sam.kugou.utils.HttpClientUtil; public class KugouSpiderMain { static final Logger logger = Logger.getLogger(KugouSpiderMain.class); static String URL_TEMP = "https://www.kugou.com/yy/rank/home/PAGE_NUM-8888.html?from=homepage"; public static final int SLEEP_TIME_WHEN_DENY = 1000*60*60;//被网站识别后睡眠时间 public static final int SPIDER_DURING = 1;//隔多久爬取下一首，单位：ms public static final String DIR_NAME = "E:\\\\personal\\\\音乐\\\\酷狗\\\\";//音乐下载地址 public static void main(String[] args) { //酷狗TOP500页面 try { for (int i = 1; i <= 23; i++) { String url = URL_TEMP; url = url.replace("PAGE_NUM", i + ""); /** * 1.请求歌曲列表 */ logger.info(url); String html = HttpClientUtil.getHtml(url); logger.debug(html); /** * 2.获取该页的hash和id 放到缓存 */ int beginIdx = html.indexOf("global.features = "); int endIdx = html.indexOf("];", beginIdx); String features = html.substring(beginIdx, endIdx + 1).replace("global.features = ", ""); logger.info("containingOwnText >>>>>> " + features); List<JSONObject> list = JSONObject.parseArray(features, JSONObject.class); for (JSONObject jsonObject : list) { String hash = (String) jsonObject.get("Hash"); Integer albumId = (Integer) jsonObject.get("album_id"); EhcacheUtil.setCache(hash, albumId); } /** * 3.解析列表内容 */ Document doc = Jsoup.parse(html); Elements songList = doc.select(".pc_temp_songlist ul li a"); for (Element element : songList) { String title = element.attr("title"); String href = element.attr("href"); if(href.contains("https")) { try { Thread.sleep(SPIDER_DURING); } catch (InterruptedException e) { logger.error(e.getMessage()); } logger.info("title " + title +" >>> href " + href); DownLoadMusic.requestMusic(title, href); } } } } catch(Exception ex) { logger.error(ex.getMessage(), ex); } finally { /*** * 4.关闭 */ EhcacheUtil.shutDownManager(); } } }
- 获取真实地址
- 执行下载
public static void downLoad(String title, String url) { if(url == null || url.equals("")) { return ; } //已经完成的就不再重新下载 Element finishedCache = EhcacheUtil.getFinishedCache(title); logger.debug("finishedCache >>>>> " + finishedCache); if(finishedCache != null) { logger.info("歌曲已经存在！！！"); return; } String suffix = url.substring(url.lastIndexOf(".")); try { HttpEntity httpEntity = HttpClientUtil.getHttpEntity(url); InputStream inputStream = httpEntity.getContent(); String filePath = KugouSpiderMain.DIR_NAME+title+suffix; FileUtils.copyToFile(inputStream, new File(filePath)); logger.info("***完成下载：***"+title+suffix); logger.info("***总歌曲数量：***"+(new File(KugouSpiderMain.DIR_NAME)).list().length); EhcacheUtil.setFinishedCache(url, title); } catch (IOException e) { logger.error(e.getMessage()); } }
- 设置代理ip
public static boolean setProxy() { // 1.创建一个httpClient CloseableHttpClient httpClient = HttpClients.createDefault(); CloseableHttpResponse response = null; String url = "https://raw.githubusercontent.com/fate0/proxylist/master/proxy.list"; try { response = doRequest(httpClient, url); logger.debug("getHtml " + url + "**处理结果：**" + response.getStatusLine()); // 5.判断返回结果，200， 成功 if (HttpStatus.SC_OK == response.getStatusLine().getStatusCode()) { HttpEntity httpEntity = response.getEntity(); String html = EntityUtils.toString(httpEntity, "utf-8"); html = "["+html+"]"; List<JSONObject> list = JSONArray.parseArray(html, JSONObject.class); for (JSONObject jsonObject : list) { int port = Integer.valueOf(jsonObject.get("port").toString()); String host = jsonObject.get("host").toString(); logger.info(host + ":"+port); if(isHostConnectable(host, port)) {//代理ip可以连接 Element ipsCache = EhcacheUtil.getProxyIpsCache(host, port);//代理ip未使用过 if(ipsCache == null) { proxyIp = host; proxyPort = port; EhcacheUtil.setProxyIpsCache(host, port); break; } else { logger.info("该代理ip已经使用过，切换下一个"); } } } } } catch (Exception e) { logger.error(e.getMessage(),e); return false; } finally { // 关闭 HttpClientUtils.closeQuietly(response); HttpClientUtils.closeQuietly(httpClient); } logger.info("切换代理ip成功：>>>" + proxyIp + ":" + proxyPort); return true; }
三、源码下载
源码已经上传到我的gitee:
https://gitee.com/sam-uncle/kugou-spider
欢迎下载~~
四、遗留问题
1.只能抓取到免费歌曲，对于收费歌曲不能抓取，其实我们也不该抓取
2.代码中为了方便用了很多static，不能支持多线程或并发抓取
3.其实代理IP那里可以优化的
声明：
本爬虫程序和程序爬取到的内容仅限个人学习交流使用，请勿用于商业用途，否则后果自负！！！谢谢
以上是关于Java爬虫系列之实战：爬取酷狗音乐网 TOP500 的歌曲的主要内容，如果未能解决你的问题，请参考以下文章