Java爬虫系列之实战:爬取酷狗音乐网 TOP500 的歌曲(附源码)
在前面分享的兩篇隨筆中分別介紹了HttpClient和Jsoup以及簡單的代碼案例:
- Java爬蟲系列二:使用HttpClient抓取頁面HTML
- Java爬蟲系列三:使用Jsoup解析HTML
今天就來實戰下,用他們來抓取酷狗音樂網上的 Top500排行榜音樂。接下來的代碼中除了會用到HttpClient和Jsoup之外,還會用到log4j和ehcache,分別用來記錄日志和實現緩存,如果看官對這兩個不是很熟悉的話,請自行百度,現在網上的入門實例有很多,我就不專門記筆記了。
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那為什么會想到爬取酷狗音樂網呢?其實也不是我想到的,而是不久前看過某位大神的博客就是爬取酷狗的(具體哪位大神不記得了,見諒哈~~~),我也想用自己的代碼試試,并且我看的博客里面好像沒有用到緩存,也沒有用到代理ip這種反反爬蟲的工具,我會在我的爬蟲程序里面補上,親測能自動處理全部23頁的歌曲(但是付費歌曲由于必須登錄購買才能訪問,因此未能下載到,只有其他的400+首非付費歌曲可以正常下載),所以酷狗網的工作人員不要擔心哦~~~
話有又說回來了,在那篇博客出來后,也沒見酷狗音樂去專門處理下,還能給我留下寫這段代碼的機會,說明人家酷狗不在乎,畢竟付費歌曲是不能爬取的,而且網站已經有了一定的反爬蟲機制。
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?聲明:
本爬蟲程序和程序爬取到的內容僅限個人學習交流使用,
請勿用于商業用途,否則后果自負
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好,廢話不多說,該上干貨了~~
================很華麗的分割線=================
一、設計思路
首先說下思路,我看過的那篇博客沒有把過程寫詳細,我就把它補充下吧:
1.點進去Top500排行榜,它的地址欄里面是:https://www.kugou.com/yy/rank/home/1-8888.html?from=homepage,而這個1其實就是頁碼,訪問第N頁就把1改成N就行,這個是我爬取的基礎
2.點具體某首歌曲,比如《你的酒館對我打了烊》,新打開頁面:https://www.kugou.com/song/#hash=BE1E1D3C2A46B4CBD259ACA7FF050CD3&album_id=14913769,
3.我們F12分析下網絡請求(啥?打開F12沒東西?大哥呀你不會再刷新下嗎),
你會發現有個耗時很長的請求,而且類型是media,它很可能就是真正獲取mp3的請求
仔細看,果然是的,mp3的真實地址是:http://fs.w.kugou.com/201905272134/9d4d81230e6f5c759df51618b03961a7/G126/M00/05/09/HocBAFxLAoeAT3BzAD1nWyW7V5M814.mp3
關掉頁面,重新進入該頁面,MP3的真是地址是:http://fs.w.kugou.com/201905272139/2897cc9816b82f4cda304d927187b282/G126/M00/05/09/HocBAFxLAoeAT3BzAD1nWyW7V5M814.mp3
根據這個看不出來啥
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繼續分析,那它是怎么找到這個真實地址的呢?應該是前面的某個請求里面獲取到了真實地址,找前面的請求:
這個請求的response里面含有MP3的真實地址,
請求的request為:
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
退出重新獲取一次,然后再退出換首歌再獲取一下這個request,你會發現一些規律:
粉紅色是歌曲播放頁面地址欄里面的內容,加粗部分是日期的long值,其他的都可以不變(“jQuery19106506492572547629_1558964792005”雖然每次有變化,但是經過嘗試,其實沒有影響),
所以我們就可以通過請求這個鏈接來獲取帶有MP3真實地址的json,然后請求真實地址,從而獲取音樂文件。
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4.那粉紅色部分的值怎么獲取呢?查看top500的列表頁的源碼會發現有段內容,這個里面記錄的第N頁所有歌曲的hash值、歌曲名、id等基本信息
// 列表數據 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"}];把這些信息獲取后放到ehcache緩存,hash為key,album_id為value,循環單個歌曲的時候播放頁也能獲取到hash,然后根據hash到緩存里面取值即可
5.根據以上獲取的信息就可以正常爬取文件了,但是在爬取了一段時間后會發現無法正常下載了,在log中看到請求不到MP3的真實地址, 返回的json報文里面error_code不為0,這個就是爬蟲程序被網站識別了,這就要用到代理ip了,當被識別出后就換個代理ip,如此循環下去直到歌曲輪詢完或代理ip被用完為止。
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二、核心代碼展示
有了思路之后,就可以寫代碼了,由于篇幅原因,這里只貼出部分核心代碼,完整代碼請在下面的gitee上獲取
代碼結構:
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三、源碼?
留言源碼 謝謝
?四、遺留問題
1.只能抓取到免費歌曲,對于收費歌曲不能抓取,其實我們也不該抓取
2.代碼中為了方便用了很多static,不能支持多線程或并發抓取
3.其實代理IP那里可以優化的
聲明:
本爬蟲程序和程序爬取到的內容僅限個人學習交流使用,請勿用于商業用途,否則后果自負!!!謝謝
總結
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