日韩性视频-久久久蜜桃-www中文字幕-在线中文字幕av-亚洲欧美一区二区三区四区-撸久久-香蕉视频一区-久久无码精品丰满人妻-国产高潮av-激情福利社-日韩av网址大全-国产精品久久999-日本五十路在线-性欧美在线-久久99精品波多结衣一区-男女午夜免费视频-黑人极品ⅴideos精品欧美棵-人人妻人人澡人人爽精品欧美一区-日韩一区在线看-欧美a级在线免费观看

歡迎訪問 生活随笔!

生活随笔

當前位置: 首頁 > 编程资源 > 编程问答 >内容正文

编程问答

Spark日志分析

發(fā)布時間:2023/11/30 编程问答 45 豆豆
生活随笔 收集整理的這篇文章主要介紹了 Spark日志分析 小編覺得挺不錯的,現(xiàn)在分享給大家,幫大家做個參考.

根據(jù)tomcat日志計算url訪問了情況,具體的url如下,
要求:區(qū)別統(tǒng)計GET和POST URL訪問量
結(jié)果為:訪問方式、URL、訪問量

?

輸入文件:

196.168.2.1 - - [03/Jul/2014:23:36:38 +0800] "GET /course/detail/3.htm HTTP/1.0" 200 38435 0.038
182.131.89.195 - - [03/Jul/2014:23:37:43 +0800] "GET /html/notes/20140617/888.html HTTP/1.0" 301 - 0.000
196.168.2.1 - - [03/Jul/2014:23:38:27 +0800] "POST /service/notes/addViewTimes_23.htm HTTP/1.0" 200 2 0.003
196.168.2.1 - - [03/Jul/2014:23:39:03 +0800] "GET /html/notes/20140617/779.html HTTP/1.0" 200 69539 0.046
196.168.2.1 - - [03/Jul/2014:23:43:00 +0800] "GET /html/notes/20140318/24.html HTTP/1.0" 200 67171 0.049
196.168.2.1 - - [03/Jul/2014:23:43:59 +0800] "POST /service/notes/addViewTimes_779.htm HTTP/1.0" 200 1 0.003
196.168.2.1 - - [03/Jul/2014:23:45:51 +0800] "GET /html/notes/20140617/888.html HTTP/1.0" 200 70044 0.060
196.168.2.1 - - [03/Jul/2014:23:46:17 +0800] "GET /course/list/73.htm HTTP/1.0" 200 12125 0.010
196.168.2.1 - - [03/Jul/2014:23:46:58 +0800] "GET /html/notes/20140609/542.html HTTP/1.0" 200 94971 0.077
196.168.2.1 - - [03/Jul/2014:23:48:31 +0800] "POST /service/notes/addViewTimes_24.htm HTTP/1.0" 200 2 0.003
196.168.2.1 - - [03/Jul/2014:23:48:34 +0800] "POST /service/notes/addViewTimes_542.htm HTTP/1.0" 200 2 0.003
196.168.2.1 - - [03/Jul/2014:23:49:31 +0800] "GET /notes/index-top-3.htm HTTP/1.0" 200 53494 0.041

?

//textFile() 加載數(shù)據(jù)
val data = sc.textFile("/spark/seven.txt")

//filter 過濾長度小于0, 過濾不包含GET與POST的URL
val filtered = data.filter(_.length()>0).filter( line => (line.indexOf("GET")>0 || line.indexOf("POST")>0) )

//轉(zhuǎn)換成鍵值對操作
val res = filtered.map( line => {
if(line.indexOf("GET")>0){ //截取 GET 到URL的字符串
(line.substring(line.indexOf("GET"),line.indexOf("HTTP/1.0")).trim,1)
}else{?? //截取 POST 到URL的字符串
(line.substring(line.indexOf("POST"),line.indexOf("HTTP/1.0")).trim,1)
}//最后通過reduceByKey求sum
}).reduceByKey(_+_)

//觸發(fā)action事件執(zhí)行
res.collect()

?

?

輸出文件:

  • (POST?/service/notes/addViewTimes_542.htm,2),???
  • (POST?/service/notes/addViewTimes_544.htm,1),???
  • (GET?/html/notes/20140609/542.html,2),???
  • (POST?/service/notes/addViewTimes_23.htm,1),???
  • (GET?/html/notes/20140617/888.html,3),???
  • (POST?/service/notes/addViewTimes_24.htm,1),???
  • (GET?/course/detail/3.htm,1),???
  • (GET?/course/list/73.htm,2),???
  • (GET?/html/notes/20140617/779.html,1),???
  • (GET?/html/notes/20140620/872.html,1)?
  • ?

    轉(zhuǎn)載于:https://www.cnblogs.com/energy1010/p/6933914.html

    總結(jié)

    以上是生活随笔為你收集整理的Spark日志分析的全部內(nèi)容,希望文章能夠幫你解決所遇到的問題。

    如果覺得生活随笔網(wǎng)站內(nèi)容還不錯,歡迎將生活随笔推薦給好友。