{"id":23682,"date":"2021-11-28T16:36:11","date_gmt":"2021-11-28T08:36:11","guid":{"rendered":"https:\/\/aqzt.com\/23682.html"},"modified":"2021-11-28T16:36:11","modified_gmt":"2021-11-28T08:36:11","slug":"%e7%bd%91%e7%ab%99%e6%97%a5%e5%bf%97%e7%bb%9f%e8%ae%a1%e6%a1%88%e4%be%8b%e5%88%86%e6%9e%90%e4%b8%8e%e5%ae%9e%e7%8e%b0","status":"publish","type":"post","link":"https:\/\/aqzt.com\/23682.html","title":{"rendered":"\u7f51\u7ad9\u65e5\u5fd7\u7edf\u8ba1\u6848\u4f8b\u5206\u6790\u4e0e\u5b9e\u73b0"},"content":{"rendered":"<h1>1.\u6982\u8981<\/h1>\n<p>\u00a0 \u00a0 \u5230\u8fd9\u4e00\u6b65\uff0c\u82e5\u662f\u6309\u7167\u524d\u9762\u5230\u6587\u7ae0\u4e00\u6b65\u8d70\u6765\uff0c\u4e0d\u51fa\u610f\u5916\uff0c\u6211\u60f3hadoop\u5e73\u53f0\u73af\u5883\u5e94\u8be5\u642d\u5efaOK\u4e86\u3002\u4e0b\u9762\u6211\u4ee5\u81ea\u5df1\u5de5\u4f5c\u4e2d\u5b9e\u9645\u7684\u6848\u4f8b\u6765\u68b3\u7406\u4e00\u4e0b\u6574\u4e2a\u6d41\u7a0b\u3002\u540c\u65f6\u53c2\u8003\u4e00\u4e9b\u5176\u4ed6\u7684\u6587\u7ae0\u6765\u5206\u6790\uff0c\u7531\u4e8e\u5f88\u591a\u7f51\u7ad9\u7684\u65e5\u5fd7KPI\u90fd\u5927\u540c\u5c0f\u5f02\uff0c\u6545\u6709\u4e9b\u6307\u6807\u76f4\u63a5\u5728\u6587\u4e2d\u8d58\u8ff0\u4e86\u3002<\/p>\n<\/p>\n<h1>2.\u6d41\u7a0b<\/h1>\n<ol>\n<li>\u80cc\u666f<\/li>\n<li>\u524d\u8a00<\/li>\n<li>\u76ee\u5f55<\/li>\n<li>\u65e5\u5fd7\u5206\u6790\u6982\u8ff0<\/li>\n<li>\u9700\u6c42\u5206\u6790<\/li>\n<li>\u6e90\u7801<\/li>\n<\/ol>\n<h2>2.1 \u80cc\u666f<\/h2>\n<p>\u4ece2011\u5e74\u5f00\u59cb\uff0c\u4e2d\u56fd\u8fdb\u5165\u5927\u6570\u636e\u65f6\u4ee3\u5982\u706b\u5982\u837c\uff0c\u4ee5Hadoop\u4e3a\u4ee3\u8868\u7684\u5957\u4ef6\uff0c\u5360\u636e\u4e86\u5927\u6570\u636e\u5904\u7406\u7684\u5e7f\u9614\u5730\u76d8\u3002\u5f00\u6e90\u754c\u53ca\u5382\u5546\uff0c\u6240\u6709\u6570\u636e\u8f6f\u4ef6\uff0c\u7eb7\u7eb7\u5411Hadoop\u9760\u62e2\u3002Hadoop\u4e5f\u4ece\u5c0f\u89c4\u6a21\u7684\u8bd5\u70b9\u548c\u4f7f\u7528\uff0c\u53d8\u6210\u4e86\u5927\u6570\u636e\u5f00\u53d1\u7684\u6807\u51c6\u3002\u5728Hadoop\u539f\u6709\u6280\u672f\u57fa\u7840\u4e4b\u4e0a\uff0c\u51fa\u73b0\u4e86Hadoop\u5bb6\u65cf\u4ea7\u54c1\uff0c\u901a\u8fc7\u5927\u6570\u636e\u6982\u5ff5\u7684\u4e0d\u65ad\u521b\u65b0\uff0c\u63a8\u8fdb\u4e86Hadoop\u7684\u53d1\u5c55\u901f\u5ea6\u3002<\/p>\n<p>\u5982\u4eca\uff0cHadoop2.x\u7684\u51fa\u73b0\uff0c\u4f7f\u5f88\u591a\u4f01\u4e1a\u7eb7\u7eb7\u4e3b\u52a8\u53bb\u63a5\u53d7Hadoop\u8fd9\u4e2a\u5e73\u53f0\uff0c\u56e0\u6b64\uff0c\u4f5c\u4e3aIT\u754c\u7684\u5f00\u53d1\u4eba\u5458\uff0c\u4e86\u89e3\u5e76\u638c\u63e1Hadoop\u7684\u6280\u80fd\uff0c\u6210\u4e3a\u5f00\u53d1\u4eba\u5458\u5fc5\u5907\u7684\u4e00\u9879\u6280\u80fd\u3002\u4e5f\u662f\u4eca\u540e\u4e3b\u6d41\u7684\u4e00\u79cd\u8d8b\u52bf\u3002<\/p>\n<p>\u6ce8\uff1aHadoop2.x\u7684\u51fa\u73b0\u4e3a\u4f55\u5f15\u8d77\u8fd9\u4e48\u5927\u5927\u53cd\u54cd\uff0c\u8fd9\u91cc\u4e0d\u505a\u8d58\u8ff0\u3002<\/p>\n<h2>2.2 \u524d\u8a00<\/h2>\n<p>Web\u65e5\u5fd7\u5305\u542b\u7740\u7f51\u7ad9\u6700\u91cd\u8981\u7684\u4fe1\u606f\uff0c\u901a\u8fc7\u65e5\u5fd7\u5206\u6790\uff0c\u6211\u4eec\u53ef\u4ee5\u77e5\u9053\u7f51\u7ad9\u7684\u8bbf\u95ee\u91cf\uff0c\u54ea\u4e2a\u7f51\u9875\u8bbf\u95ee\u4eba\u6570\u6700\u591a\uff0c\u54ea\u4e2a\u7f51\u9875\u6700\u6709\u4ef7\u503c\u7b49\u3002\u4e00\u822c\u4e2d\u578b\u7684\u7f51\u7ad9\uff0810w\u7684PV\u4ee5\u4e0a\uff09\uff0c\u6bcf\u5929\u4f1a\u4ea7\u751f1G\u4ee5\u4e0a\u7684Web\u65e5\u5fd7\u6587\u4ef6\u3002\u5927\u578b\u6216\u8d85\u5927\u578b\u7684\u7f51\u7ad9\uff0c\u53ef\u80fd\u6bcf\u5c0f\u65f6\u5c31\u4ea7\u751f10G\u7684\u6570\u636e\u91cf\u3002<\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u5bf9\u4e8e\u65e5\u5fd7\u7684\u8fd9\u79cd\u89c4\u6a21\u7684\u6570\u636e\uff0c\u7528Hadoop\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\uff0c\u662f\u6700\u5408\u9002\u4e0d\u8fc7\u4e86\u3002<\/p>\n<h2>2.3 \u76ee\u5f55<\/h2>\n<ul>\n<li>Web\u65e5\u5fd7\u5206\u6790\u6982\u8ff0<\/li>\n<li>\u9700\u6c42\u5206\u6790\uff1aKPI\u6307\u6807\u8bbe\u8ba1<\/li>\n<li>\u7b97\u6cd5\u6a21\u578b\uff1aHadoop\u5e76\u884c\u7b97\u6cd5<\/li>\n<li>\u67b6\u6784\u8bbe\u8ba1\uff1a\u65e5\u5fd7KPI\u7cfb\u7edf\u67b6\u6784<\/li>\n<li>\u9879\u76ee\u6784\u5efa\uff1aMaven\u6784\u5efaHadoop\u9879\u76ee<\/li>\n<\/ul>\n<h2>2.4\u00a0<\/h2>\n<p>Web\u65e5\u5fd7\u5206\u6790\u6982\u8ff0<\/p>\n<p>Web\u65e5\u5fd7\u7531Web\u670d\u52a1\u5668\u4ea7\u751f\uff0c\u53ef\u80fd\u662fNginx\uff0cApache\uff0cTomcat\u7b49\u3002\u4eceWeb\u65e5\u5fd7\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u83b7\u53d6\u7f51\u7ad9\u6bcf\u7c7b\u9875\u9762\u7684PV\u503c\u3001\u72ec\u7acbIP\u6570\uff1b\u7a0d\u5fae\u590d\u6742\u4e00\u4e9b\u7684\uff0c\u53ef\u4ee5\u8ba1\u7b97\u5f97\u51fa\u7528\u6237\u6240\u68c0\u7d22\u7684\u5173\u952e\u8bcd\u6392\u884c\u699c\u3001\u7528\u6237\u505c\u7559\u65f6\u95f4\u6700\u9ad8\u7684\u9875\u9762\u7b49\uff1b\u66f4\u590d\u6742\u7684\uff0c\u6784\u5efa\u5e7f\u544a\u70b9\u51fb\u6a21\u578b\u3001\u5206\u6790\u7528\u6237\u884c\u4e3a\u7279\u5f81\u7b49\u7b49\u3002<\/p>\n<p>Web\u65e5\u5fd7\u4e2d\uff0c\u6bcf\u6761\u65e5\u5fd7\u901a\u5e38\u4ee3\u8868\u7740\u7528\u6237\u7684\u4e00\u6b21\u8bbf\u95ee\u884c\u4e3a\uff0c\u4f8b\u5982\u4e0b\u9762\u5c31\u662f\u4e00\u6761Nginx\u65e5\u5fd7\uff1a<\/p>\n<pre>\n\n<div class=\"codecolorer-container text solarized-dark language-bash\" style=\"overflow:auto;white-space:nowrap;width:800px;\"><table cellspacing=\"0\" cellpadding=\"0\"><tbody><tr><td class=\"line-numbers\"><div>1<br \/>2<br \/><\/div><\/td><td><div class=\"text codecolorer\">1222.68.172.190 - - [18\/Sep\/2013:06:49:57 +0000] &amp;quot;GET \/images\/my.jpg HTTP\/1.1&amp;quot; 200 19939 &nbsp;&amp;quot;http:\/\/www.angularjs.cn\/A00n&amp;quot; &amp;quot;Mozilla\/5.0 (Windows NT 6.1) &nbsp;AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/29.0.1547.66 Safari\/537.36&amp;quot;<br \/>\n2<\/div><\/td><\/tr><\/tbody><\/table><\/div>\n\n<\/pre>\n<p>\u6211\u4eec\u53ef\u4ee5\u4ece\u4e2d\u83b7\u53d68\u4e2a\u6307\u6807\uff1a<\/p>\n<ol>\n<li><\/li>\n<\/ol>\n<p>Remote_Addr\uff1a\u8bb0\u5f55\u5ba2\u6237\u7aef\u7684IP\u5730\u5740\uff0c222.68.172.190<\/p>\n<ol>\n<li><\/li>\n<\/ol>\n<p>Remote_User\uff1a\u8bb0\u5f55\u5ba2\u6237\u7aef\u7528\u6237\u540d\u79f0\uff0c-<\/p>\n<ol>\n<li><\/li>\n<\/ol>\n<p>Time_Local\uff1a\u8bb0\u5f55\u8bbf\u95ee\u65f6\u95f4\u4e0e\u65f6\u533a\uff1a[18\/Sep\/2013:06:49:57 +0000]<\/p>\n<ol>\n<li><\/li>\n<\/ol>\n<p>Request\uff1a\u8bb0\u5f55\u8bf7\u6c42\u7684URL\u548cHTTP\u534f\u8bae\uff0c&quot;GET \/images\/my.jpg HTTP\/1.1&quot;<\/p>\n<ol>\n<li><\/li>\n<\/ol>\n<p>Status\uff1a\u8bb0\u5f55\u8bf7\u6c42\u72b6\u6001\uff0c\u6210\u529f\u662f200\uff0c200<\/p>\n<ol>\n<li><\/li>\n<\/ol>\n<p>Body_Bytes_Sent\uff1a\u8bb0\u5f55\u53d1\u9001\u7ed9\u5ba2\u6237\u7aef\u6587\u4ef6\u4e3b\u4f53\u5185\u5bb9\u5927\u5c0f\uff0c19939<\/p>\n<ol>\n<li><\/li>\n<\/ol>\n<p>Http_Referer\uff1a\u7528\u6765\u8bb0\u5f55\u4ece\u54ea\u4e2a\u9875\u9762\u94fe\u63a5\u8bbf\u95ee\u8fc7\u6765\u7684\uff0c<a href=\"http:\/\/www.angularjs.cn\/A00n\">http:\/\/www.angularjs.cn\/A00n<\/a><\/p>\n<ol>\n<li><\/li>\n<\/ol>\n<p>Http_User_Agent\uff1a\u8bb0\u5f55\u5ba2\u6237\u7aef\u6d4f\u89c8\u5668\u7684\u76f8\u5173\u4fe1\u606f\uff0c&quot;Mozilla\/5.0 (Windows NT 6.1) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/29.0.1547.66 Safari\/537.36&quot;<\/p>\n<p>\u6ce8\uff1a\u8981\u66f4\u591a\u7684\u4fe1\u606f\uff0c\u5219\u9700\u8981\u5176\u5b83\u624b\u6bb5\u53bb\u83b7\u53d6\uff0c\u901a\u8fc7javascript\u4ee3\u7801\u5355\u72ec\u53d1\u9001\u8bf7\u6c42\uff0c\u4f7f\u7528cookies\u8bb0\u5f55\u7528\u6237\u8bbf\u95ee\u4fe1\u606f\u3002\u5229\u7528\u8fd9\u4e9b\u65e5\u5fd7\u4fe1\u606f\uff0c\u6211\u4eec\u53ef\u4ee5\u6df1\u5165\u6316\u6398\u7f51\u7ad9\u7684\u79d8\u5bc6\u4e86\u3002<\/p>\n<p><strong>\u5c11\u91cf\u6570\u636e\u7684\u60c5\u51b5\uff1a<\/strong><\/p>\n<p>\u5c11\u91cf\u6570\u636e\u7684\u60c5\u51b5\uff0810M\uff0c100M\uff0c1G\uff09\uff0c\u5728\u5355\u673a\u5904\u7406\u5c1a\u80fd\u63a5\u53d7\u7684\u65f6\u5019\uff0c\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u5229\u7528\u5404\u79cdUnix\/Linux\u5de5\u5177\uff0cawk\u3001grep\u3001sort\u3001join\u7b49\u90fd\u662f\u65e5\u5fd7\u5206\u6790\u7684\u5229\u5668\uff0c\u518d\u914d\u5408perl\uff0cpython\uff0c\u6b63\u5219\u8868\u8fbe\u5f0f\uff0c\u57fa\u672c\u5c31\u53ef\u4ee5\u89e3\u51b3\u6240\u6709\u7684\u95ee\u9898\u3002 \u4f8b\u5982\uff0c\u6211\u4eec\u60f3\u4ece\u4e0a\u9762\u63d0\u5230\u7684Nginx\u65e5\u5fd7\u4e2d\u5f97\u5230\u8bbf\u95ee\u91cf\u6700\u9ad8\u524d10\u4e2aIP\uff0c\u5b9e\u73b0\u5f88\u7b80\u5355\uff1a<\/p>\n<pre>\n\n<div class=\"codecolorer-container text solarized-dark language-bash\" style=\"overflow:auto;white-space:nowrap;width:800px;\"><table cellspacing=\"0\" cellpadding=\"0\"><tbody><tr><td class=\"line-numbers\"><div>1<br \/>2<br \/><\/div><\/td><td><div class=\"text codecolorer\">1~ cat access.log.10 | awk &amp;#x27;{a[$1]++} END {for(b in a) print b&amp;quot;\\t&amp;quot;a[b]}&amp;#x27; | sort -k2 -r | head -n 10<br \/>\n2<\/div><\/td><\/tr><\/tbody><\/table><\/div>\n\n<\/pre>\n<p>\u7ed3\u679c\u5982\u679c\u4e0b\uff1a<\/p>\n<pre>\n\n<div class=\"codecolorer-container text solarized-dark language-bash\" style=\"overflow:auto;white-space:nowrap;width:800px;\"><table cellspacing=\"0\" cellpadding=\"0\"><tbody><tr><td class=\"line-numbers\"><div>1<br \/>2<br \/>3<br \/>4<br \/>5<br \/>6<br \/>7<br \/>8<br \/>9<br \/>10<br \/>11<br \/><\/div><\/td><td><div class=\"text codecolorer\">1163.177.71.12 &nbsp; 972 <br \/>\n2101.226.68.137 &nbsp;972 <br \/>\n3183.195.232.138 971 <br \/>\n450.116.27.194 &nbsp; 97 <br \/>\n514.17.29.86 &nbsp; &nbsp; 96 <br \/>\n661.135.216.104 &nbsp;94 <br \/>\n761.135.216.105 &nbsp;91 <br \/>\n861.186.190.41 &nbsp; 9 <br \/>\n959.39.192.108 &nbsp; 9 <br \/>\n10220.181.51.212 &nbsp;9<br \/>\n11<\/div><\/td><\/tr><\/tbody><\/table><\/div>\n\n<\/pre>\n<p><strong>\u6570\u636e\u6d77\u91cf\u7684\u60c5\u51b5\uff1a<\/strong><\/p>\n<p>\u5f53\u6570\u636e\u91cf\u6bcf\u5929\u4ee510G\u3001100G\u589e\u957f\u7684\u65f6\u5019\uff0c\u5355\u673a\u5904\u7406\u80fd\u529b\u5df2\u7ecf\u4e0d\u80fd\u6ee1\u8db3\u9700\u6c42\u3002\u6211\u4eec\u5c31\u9700\u8981\u589e\u52a0\u7cfb\u7edf\u7684\u590d\u6742\u6027\uff0c\u7528\u8ba1\u7b97\u673a\u96c6\u7fa4\uff0c\u5b58\u50a8\u9635\u5217\u6765\u89e3\u51b3\u3002\u5728Hadoop\u51fa\u73b0\u4e4b\u524d\uff0c\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u548c\u6d77\u91cf\u65e5\u5fd7\u5206\u6790\u90fd\u662f\u5f88\u56f0\u96be\u7684\uff0c\u53ea\u6709\u5c11\u6570\u516c\u53f8\uff0c\u638c\u63e1\u7740\u9ad8\u6548\u7684\u5e76\u884c\u8ba1\u7b97\uff0c\u5206\u5e03\u5f0f\u8ba1\u7b97\uff0c\u5206\u5e03\u5f0f\u5b58\u50a8\u7684\u6838\u5fc3\u6280\u672f\u3002 Hadoop\u7684\u51fa\u73b0\uff0c\u5927\u5e45\u5ea6\u7684\u964d\u4f4e\u4e86\u6d77\u91cf\u6570\u636e\u5904\u7406\u7684\u95e8\u69db\uff0c\u8ba9\u5c0f\u516c\u53f8\u751a\u81f3\u662f\u4e2a\u4eba\u90fd\u80fd\u591f\u5904\u7406\u6d77\u91cf\u6570\u636e\u3002\u5e76\u4e14\uff0cHadoop\u975e\u5e38\u9002\u7528\u4e8e\u65e5\u5fd7\u5206\u6790\u7cfb\u7edf\u3002<\/p>\n<h2>2.5 \u00a0KPI\u6307\u6807\u8bbe\u8ba1<\/h2>\n<p>\u4e0b\u9762\u6211\u4eec\u5c06\u4ece\u4e00\u4e2a\u516c\u53f8\u6848\u4f8b\u51fa\u53d1\u6765\u5168\u9762\u7684\u8be0\u91ca\uff0c\u5982\u4f55\u8fdb\u884c\u6d77\u91cfWeb\u65e5\u5fd7\u5206\u6790\uff0c\u63d0\u524dKPI\u6570\u636e\u3002<\/p>\n<h3>2.5.1 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