{"id":390,"date":"2022-09-03T16:23:16","date_gmt":"2022-09-03T08:23:16","guid":{"rendered":"http:\/\/viplao.com\/?p=390"},"modified":"2022-09-03T16:23:16","modified_gmt":"2022-09-03T08:23:16","slug":"%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-vivo%e7%9b%91%e6%8e%a7%e7%b3%bb%e7%bb%9f%e8%bf%99%e6%a0%b7%e6%bc%94%e8%bf%9b%e6%89%8d%e7%a8%b3%e5%a6%a5","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-vivo%e7%9b%91%e6%8e%a7%e7%b3%bb%e7%bb%9f%e8%bf%99%e6%a0%b7%e6%bc%94%e8%bf%9b%e6%89%8d%e7%a8%b3%e5%a6%a5\/","title":{"rendered":"\u5b9e\u8df5\u6848\u4f8b – vivo\u76d1\u63a7\u7cfb\u7edf\u8fd9\u6837\u6f14\u8fdb\u624d\u7a33\u59a5"},"content":{"rendered":"\n

\u4e00\u3001\u4e1a\u52a1\u80cc\u666f<\/strong><\/p>\n\n\n\n

\u5f53\u4eca\u65f6\u4ee3\u5904\u5728\u4fe1\u606f\u5927\u7206\u53d1\u7684\u65f6\u4ee3\uff0c\u4fe1\u606f\u501f\u52a9\u4e92\u8054\u7f51\u7684\u6f6e\u6d41\u5728\u5168\u7403\u81ea\u7531\u7684\u6d41\u52a8\uff0c\u4ea7\u751f\u4e86\u5404\u5f0f\u5404\u6837\u7684\u5e73\u53f0\u7cfb\u7edf\u548c\u8f6f\u4ef6\u7cfb\u7edf\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4e1a\u52a1\u4e5f\u4f1a\u5bfc\u81f4\u7cfb\u7edf\u7684\u590d\u6742\u6027\u3002<\/p>\n\n\n\n

\u5f53\u6838\u5fc3\u4e1a\u52a1\u51fa\u73b0\u4e86\u95ee\u9898\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\uff0c\u5f00\u53d1\u4eba\u5458\u6ca1\u6709\u53ca\u65f6\u53d1\u73b0\uff0c\u53d1\u73b0\u95ee\u9898\u65f6\u5df2\u7ecf\u4e3a\u65f6\u5df2\u665a\uff0c\u53c8\u6216\u8005\u5f53\u670d\u52a1\u5668\u7684CPU\u6301\u7eed\u589e\u9ad8\uff0c\u78c1\u76d8\u7a7a\u95f4\u88ab\u6253\u6ee1\u7b49\uff0c\u9700\u8981\u8fd0\u7ef4\u4eba\u5458\u53ca\u65f6\u53d1\u73b0\u5e76\u5904\u7406\uff0c\u8fd9\u5c31\u9700\u8981\u4e00\u5957\u6709\u6548\u7684\u76d1\u63a7\u7cfb\u7edf\u5bf9\u5176\u8fdb\u884c\u76d1\u63a7\u548c\u9884\u8b66\u3002<\/p>\n\n\n\n

\u5982\u4f55\u5bf9\u8fd9\u4e9b\u4e1a\u52a1\u548c\u670d\u52a1\u5668\u8fdb\u884c\u76d1\u63a7\u548c\u7ef4\u62a4\u662f\u6211\u4eec\u5f00\u53d1\u4eba\u5458\u548c\u8fd0\u7ef4\u4eba\u5458\u4e0d\u53ef\u5ffd\u89c6\u7684\u91cd\u8981\u4e00\u73af\uff0c\u8fd9\u7bc7\u6587\u7ae0\u5168\u7bc7\u5927\u7ea65000\u591a\u5b57\uff0c\u6211\u5c06\u5bf9vivo\u670d\u52a1\u7aef\u76d1\u63a7\u7684\u539f\u7406\u548c\u67b6\u6784\u6f14\u8fdb\u4e4b\u8def\u505a\u4e00\u6b21\u7cfb\u7edf\u6027\u6574\u7406\uff0c\u4ee5\u4fbf\u5927\u5bb6\u505a\u76d1\u63a7\u6280\u672f\u9009\u578b\u65f6\u53c2\u8003\u3002<\/p>\n\n\n\n

vivo\u670d\u52a1\u7aef\u76d1\u63a7\u65e8\u5728\u4e3a\u670d\u52a1\u7aef\u5e94\u7528\u63d0\u4f9b\u5305\u62ec\u7cfb\u7edf\u76d1\u63a7\u3001JVM\u76d1\u63a7\u4ee5\u53ca\u81ea\u5b9a\u4e49\u4e1a\u52a1\u6307\u6807\u76d1\u63a7\u5728\u5185\u7684\u4e00\u7ad9\u5f0f\u6570\u636e\u76d1\u63a7\uff0c\u5e76\u914d\u5957\u5b9e\u65f6\u3001\u591a\u7ef4\u5ea6\u3001\u591a\u6e20\u9053\u7684\u544a\u8b66\u670d\u52a1\uff0c\u5e2e\u52a9\u7528\u6237\u53ca\u65f6\u638c\u63e1\u5e94\u7528\u591a\u65b9\u9762\u72b6\u6001\uff0c\u4e8b\u524d\u53ca\u65f6\u9884\u8b66\u53d1\u73b0\u6545\u969c\uff0c\u4e8b\u540e\u63d0\u4f9b\u8be6\u5b9e\u7684\u6570\u636e\u7528\u4e8e\u8ffd\u67e5\u5b9a\u4f4d\u95ee\u9898\uff0c\u63d0\u5347\u670d\u52a1\u53ef\u7528\u6027\u3002\u76ee\u524dvivo\u670d\u52a1\u7aef\u76d1\u63a7\u7d2f\u8ba1\u63a5\u5165\u4e1a\u52a1\u65b9\u6570\u91cf\u8fbe\u5230200+\uff0c\u672c\u6587\u4ecb\u7ecd\u7684\u662f\u670d\u52a1\u7aef\u76d1\u63a7\uff0c\u6211\u53f8\u8fd8\u6709\u5176\u4ed6\u7c7b\u578b\u7684\u4f18\u79c0\u76d1\u63a7\u5305\u62ec\u901a\u7528\u76d1\u63a7\u3001\u8c03\u7528\u94fe\u76d1\u63a7\u548c\u5ba2\u6237\u7aef\u76d1\u63a7\u7b49\u3002<\/p>\n\n\n\n

1\u3001\u76d1\u63a7\u7cfb\u7edf\u7684\u57fa\u672c\u6d41\u7a0b<\/strong><\/p>\n\n\n\n

\u65e0\u8bba\u662f\u5f00\u6e90\u7684\u76d1\u63a7\u7cfb\u7edf\u8fd8\u662f\u81ea\u7814\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u6574\u4f53\u6d41\u7a0b\u90fd\u5927\u540c\u5c0f\u5f02\u3002<\/p>\n\n\n\n

1\uff09\u6570\u636e\u91c7\u96c6\uff1a<\/strong>\u53ef\u4ee5\u5305\u62ecJVM\u76d1\u63a7\u6570\u636e\u5982GC\u6b21\u6570\uff0c\u7ebf\u7a0b\u6570\u91cf\uff0c\u8001\u5e74\u4ee3\u548c\u65b0\u751f\u4ee3\u533a\u57df\u5927\u5c0f\uff1b\u7cfb\u7edf\u76d1\u63a7\u6570\u636e\u5982\u78c1\u76d8\u4f7f\u7528\u4f7f\u7528\u7387\uff0c\u78c1\u76d8\u8bfb\u5199\u7684\u541e\u5410\u91cf\uff0c\u7f51\u7edc\u7684\u51fa\u53e3\u6d41\u91cf\u548c\u5165\u53e3\u6d41\u91cf\uff0cTCP\u8fde\u63a5\u6570\uff1b\u4e1a\u52a1\u76d1\u63a7\u6570\u636e\u5982\u9519\u8bef\u65e5\u5fd7\uff0c\u8bbf\u95ee\u65e5\u5fd7\uff0c\u89c6\u9891\u64ad\u653e\u91cf\uff0cPV\uff0cUV\u7b49\u3002<\/p>\n\n\n\n

2\uff09\u6570\u636e\u4f20\u8f93\uff1a<\/strong>\u5c06\u91c7\u96c6\u7684\u6570\u636e\u4ee5\u6d88\u606f\u5f62\u5f0f\u6216\u8005 HTTP \u534f\u8bae\u7684\u5f62\u5f0f\u7b49\u4e0a\u62a5\u7ed9\u76d1\u63a7\u7cfb\u7edf\u3002<\/p>\n\n\n\n

3\uff09\u6570\u636e\u5b58\u50a8\uff1a<\/strong>\u6709\u4f7f\u7528 MySQL\u3001Oracle \u7b49 RDBMS \u5b58\u50a8\u7684\uff0c\u4e5f\u6709\u4f7f\u7528\u65f6\u5e8f\u6570\u636e\u5e93OpenTSDB\u3001InfluxDB \u5b58\u50a8\u7684\uff0c\u8fd8\u6709\u4f7f\u7528 HBASE \u76f4\u63a5\u5b58\u50a8\u7684\u3002<\/p>\n\n\n\n

4\uff09\u6570\u636e\u53ef\u89c6\u5316\uff1a<\/strong>\u6570\u636e\u6307\u6807\u7684\u56fe\u5f62\u5316\u5c55\u793a\uff0c\u53ef\u4ee5\u662f\u6298\u7ebf\u56fe\uff0c\u67f1\u72b6\u56fe\uff0c\u997c\u56fe\u7b49\u3002<\/p>\n\n\n\n

5\uff09\u76d1\u63a7\u544a\u8b66\uff1a<\/strong>\u7075\u6d3b\u7684\u544a\u8b66\u8bbe\u7f6e\uff0c\u4ee5\u53ca\u652f\u6301\u90ae\u4ef6\u3001\u77ed\u4fe1\u3001IM \u7b49\u591a\u79cd\u901a\u77e5\u901a\u9053\u3002<\/p>\n\n\n\n

2\u3001\u5982\u4f55\u89c4\u8303\u5730\u4f7f\u7528\u76d1\u63a7\u7cfb\u7edf<\/strong><\/p>\n\n\n\n

\u5728\u4f7f\u7528\u76d1\u63a7\u7cfb\u7edf\u4e4b\u524d\uff0c\u6211\u4eec\u9700\u8981\u4e86\u89e3\u76d1\u63a7\u5bf9\u8c61\u7684\u57fa\u672c\u5de5\u4f5c\u539f\u7406\uff0c\u4f8b\u5982JVM\u76d1\u63a7\uff0c\u6211\u4eec\u9700\u8981\u6e05\u695aJVM\u7684\u5185\u5b58\u7ed3\u6784\u7ec4\u6210\u548c\u5e38\u89c1\u7684\u5783\u573e\u56de\u6536\u673a\u5236\uff1b\u5176\u6b21\u9700\u8981\u786e\u5b9a\u5982\u4f55\u53bb\u63cf\u8ff0\u548c\u5b9a\u4e49\u76d1\u63a7\u5bf9\u8c61\u7684\u72b6\u6001\uff0c\u4f8b\u5982\u76d1\u63a7\u67d0\u4e2a\u4e1a\u52a1\u529f\u80fd\u7684\u63a5\u53e3\u6027\u80fd\uff0c\u53ef\u4ee5\u76d1\u63a7\u8be5\u63a5\u53e3\u7684\u8bf7\u6c42\u91cf\uff0c\u8017\u65f6\u60c5\u51b5\uff0c\u9519\u8bef\u91cf\u7b49\uff1b\u5728\u786e\u5b9a\u4e86\u5982\u4f55\u76d1\u63a7\u5bf9\u8c61\u7684\u72b6\u6001\u4e4b\u540e\uff0c\u9700\u8981\u5b9a\u4e49\u5408\u7406\u7684\u544a\u8b66\u9608\u503c\u548c\u544a\u8b66\u7c7b\u578b\uff0c\u5f53\u6536\u5230\u544a\u8b66\u63d0\u9192\u65f6\uff0c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u53ca\u65f6\u53d1\u73b0\u6545\u969c\uff1b\u6700\u540e\u5efa\u7acb\u5b8c\u5584\u7684\u6545\u969c\u5904\u7406\u4f53\u7cfb\uff0c\u6536\u5230\u544a\u8b66\u65f6\u8fc5\u901f\u54cd\u5e94\uff0c\u53ca\u65f6\u5904\u7406\u7ebf\u4e0a\u6545\u969c\u3002<\/p>\n\n\n\n

\u4e8c\u3001vivo\u670d\u52a1\u7aef<\/strong><\/p>\n\n\n\n

\u76d1\u63a7\u7cfb\u7edf\u67b6\u6784\u53ca\u6f14\u8fdb\u4e4b\u8def<\/strong><\/p>\n\n\n\n

\u5728\u4ecb\u7ecdvivo\u670d\u52a1\u7aef\u76d1\u63a7\u7cfb\u7edf\u67b6\u6784\u4e4b\u524d\uff0c\u5148\u5e26\u5927\u5bb6\u4e86\u89e3\u4e00\u4e0bOpenTSDB\u65f6\u5e8f\u6570\u636e\u5e93\uff0c\u5728\u4e86\u89e3\u4e4b\u524d\u8bf4\u660e\u4e0b\u4e3a\u4ec0\u4e48\u6211\u4eec\u4f1a\u9009\u62e9OpenTSDB\uff0c\u539f\u56e0\u6709\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n\n\n\n

1\uff09\u76d1\u63a7\u6570\u636e\u91c7\u96c6\u6307\u6807\u5728\u67d0\u4e00\u65f6\u95f4\u70b9\u5177\u6709\u552f\u4e00\u503c\uff0c\u6ca1\u6709\u590d\u6742\u7684\u7ed3\u6784\u53ca\u5173\u7cfb\u3002<\/p>\n\n\n\n

2\uff09\u76d1\u63a7\u6570\u636e\u7684\u6307\u6807\u5177\u6709\u968f\u7740\u65f6\u95f4\u4e0d\u65ad\u53d8\u5316\u7684\u7279\u70b9\u3002<\/p>\n\n\n\n

3\uff09\u57fa\u4e8eHBase\u5206\u5e03\u5f0f\u3001\u53ef\u4f38\u7f29\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\uff0c\u5b58\u50a8\u5c42\u4e0d\u9700\u8981\u8fc7\u591a\u6295\u5165\u7cbe\u529b\uff0c\u5177\u6709HBase\u7684\u9ad8\u541e\u5410\uff0c\u826f\u597d\u7684\u4f38\u7f29\u6027\u7b49\u7279\u70b9\u3002<\/p>\n\n\n\n

4\uff09\u5f00\u6e90\uff0cJava\u5b9e\u73b0\uff0c\u5e76\u4e14\u63d0\u4f9b\u57fa\u4e8eHTTP\u7684\u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3\uff0c\u95ee\u9898\u6392\u67e5\u5feb\u53ef\u4fee\u6539\u3002<\/p>\n\n\n\n

1\u3001OpenTSDB\u7b80\u4ecb<\/strong><\/p>\n\n\n\n

1\uff09\u57fa\u4e8eHBase\u7684\u5206\u5e03\u5f0f\u7684\uff0c\u53ef\u4f38\u7f29\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\uff0c\u4e3b\u8981\u7528\u9014\u5c31\u662f\u505a\u76d1\u63a7\u7cfb\u7edf\u3002<\/strong>\u8b6c\u5982\u6536\u96c6\u5927\u89c4\u6a21\u96c6\u7fa4\uff08\u5305\u62ec\u7f51\u7edc\u8bbe\u5907\u3001\u64cd\u4f5c\u7cfb\u7edf\u3001\u5e94\u7528\u7a0b\u5e8f\uff09\u7684\u76d1\u63a7\u6570\u636e\u5e76\u8fdb\u884c\u5b58\u50a8\u548c\u67e5\u8be2\uff0c\u652f\u6301\u79d2\u7ea7\u6570\u636e\u91c7\u96c6\uff0c\u652f\u6301\u6c38\u4e45\u5b58\u50a8\uff0c\u53ef\u4ee5\u505a\u5bb9\u91cf\u89c4\u5212\uff0c\u5e76\u5f88\u5bb9\u6613\u5730\u63a5\u5165\u5230\u73b0\u6709\u7684\u76d1\u63a7\u7cfb\u7edf\u91cc\uff0cOpenTSDB\u7684\u7cfb\u7edf\u67b6\u6784\u56fe\u5982\u4e0b\uff1a<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\uff08\u6765\u81ea\u5b98\u65b9\u6587\u6863\uff09<\/p>\n\n\n\n

\u5b58\u50a8\u7ed3\u6784\u5355\u5143\u4e3aData Point\uff0c\u5373\u67d0\u4e2aMetric\u5728\u67d0\u4e2a\u65f6\u95f4\u70b9\u7684\u6570\u503c\u3002Data Point\u5305\u62ec\u4ee5\u4e0b\u90e8\u5206\uff1a<\/p>\n\n\n\n

  • Metric\uff0c\u76d1\u63a7\u6307\u6807\u540d\u79f0\uff1b<\/li><\/ul>\n\n\n\n
    • Tags\uff0cMetric\u7684\u6807\u7b7e\uff0c\u7528\u6765\u6807\u6ce8\u7c7b\u4f3c\u673a\u5668\u540d\u79f0\u7b49\u4fe1\u606f\uff0c\u5305\u62ecTagKey\u548cTagValue\uff1b<\/li><\/ul>\n\n\n\n
      • Value\uff0cMetric\u5bf9\u5e94\u7684\u5b9e\u9645\u6570\u503c\uff0c\u6574\u6570\u6216\u5c0f\u6570\uff1b<\/li><\/ul>\n\n\n\n
        • Timestamp\uff0c\u65f6\u95f4\u6233\u3002<\/li><\/ul>\n\n\n\n

          \u6838\u5fc3\u5b58\u50a8\u4e24\u5f20\u8868\uff1atsdb\u548ctsdb-uid\u3002\u8868tsdb\u7528\u6765\u5b58\u50a8\u76d1\u63a7\u6570\u636e\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n\n\n\n

          \"\"\/<\/figure>\n\n\n\n

          \uff08\u56fe\u7247\u51fa\u5904\uff1ahttps:\/\/www.jianshu.com\uff09<\/p>\n\n\n\n

          Row Key\u4e3aMetric+Timestamp\u7684\u5c0f\u65f6\u6574\u70b9+TagKey+TagValue\uff0c\u53d6\u76f8\u5e94\u7684\u5b57\u8282\u6620\u5c04\u7ec4\u5408\u8d77\u6765\uff1b\u5217\u65cft\u4e0b\u7684Qualifier\u4e3aTimestamp\u7684\u5c0f\u65f6\u6574\u70b9\u4f59\u51fa\u7684\u79d2\u6570\uff0c\u5bf9\u5e94\u7684\u503c\u5373\u4e3aValue\u3002<\/p>\n\n\n\n

          \u8868tsdb-uid\u7528\u6765\u5b58\u50a8\u521a\u624d\u63d0\u5230\u7684\u5b57\u8282\u6620\u5c04\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n\n\n\n

          \"\"\/<\/figure>\n\n\n\n

          \uff08\u56fe\u7247\u51fa\u5904\uff1ahttps:\/\/www.jianshu.com\uff09<\/p>\n\n\n\n

          \u56fe\u4e2d\u7684\u201c001\u201d\u8868\u793atagk=hots\u6216\u8005tagv=static\uff0c\u63d0\u4f9b\u6b63\u53cd\u67e5\u8be2\u3002<\/p>\n\n\n\n

          2\uff09OpenTSDB\u4f7f\u7528\u7b56\u7565\u8bf4\u660e\uff1a<\/strong><\/p>\n\n\n\n

          • \u4e0d\u4f7f\u7528OpenTSDB\u63d0\u4f9b\u7684rest\u63a5\u53e3\uff0c\u901a\u8fc7client\u4e0eHBase\u76f4\u8fde\uff1b<\/li><\/ul>\n\n\n\n
            • \u5de5\u7a0b\u7aef\u7981\u7528compact\u52a8\u4f5c\u7684Thrd\u7ebf\u7a0b\uff1b<\/li><\/ul>\n\n\n\n
              • \u95f4\u969410\u79d2\u83b7\u53d6Redis\u7f13\u51b2\u6570\u636e\u6279\u91cf\u5199\u5165OpenTSDB\u3002<\/li><\/ul>\n\n\n\n

                2\u3001OpenTSDB\u5728\u5b9e\u8df5\u4e2d\u9700\u8981\u5173\u6ce8\u7684\u70b9<\/strong><\/p>\n\n\n\n

                1\uff09\u7cbe\u786e\u6027\u95ee\u9898<\/strong><\/p>\n\n\n\n

                String value = \"0.51\";float f = Float.parseFloat(value);int raw = Float.floatToRawIntBits(f);byte[] float_bytes = Bytes.fromInt(raw);int raw_back = Bytes.getInt(float_bytes, 0);double Decode = Float.intBitsToFloat(raw_back);* \u6253\u5370\u7ed3\u679c\uff1a* Parsed Float: 0.51* Encode Raw: 1057132380* Encode Bytes: 3F028F5C* Decode Raw: 1057132380* Decoded Float: 0.5099999904632568System.out.println(\"Parsed Float: \" + f);System.out.println(\"Encode Raw: \" + raw);System.out.println(\"Encode Bytes: \" + UniqueId.uidToString(float_bytes));System.out.println(\"Decode Raw: \" + raw_back);System.out.println(\"Decoded Float: \" + decode);<\/code><\/p>\n\n\n\n

                \u5982\u4e0a\u4ee3\u7801\uff0cOpenTSDB\u5728\u5b58\u50a8\u6d6e\u70b9\u578b\u6570\u636e\u65f6\uff0c\u65e0\u6cd5\u77e5\u6089\u5b58\u50a8\u610f\u56fe\uff0c\u5728\u8f6c\u5316\u65f6\u4f1a\u9047\u5230\u7cbe\u786e\u6027\u95ee\u9898\uff0c\u5373\u5b58\u50a8”0.51″\uff0c\u53d6\u51fa\u4e3a”0.5099999904632568″\u3002<\/p>\n\n\n\n

                2\uff09\u805a\u5408\u51fd\u6570\u95ee\u9898<\/strong><\/p>\n\n\n\n

                OpenTSDB\u7684\u5927\u90e8\u5206\u805a\u5408\u51fd\u6570\uff0c\u5305\u62ecsum\u3001avg\u3001max\u3001min\u90fd\u662fLERP\uff08linear interpolation\uff09\u7684\u63d2\u503c\u65b9\u5f0f\uff0c\u5373\u6240\u83b7\u53d6\u7684\u503c\u5b58\u5728\u88ab\u8865\u7f3a\u7684\u73b0\u8c61\uff0c\u5bf9\u4e8e\u6709\u7a7a\u503c\u9700\u6c42\u7684\u4f7f\u7528\u5f88\u4e0d\u53cb\u597d\u3002\u8be6\u7ec6\u539f\u7406\u53c2\u89c1OpenTSDB\u5173\u4e8einterpolation\u7684\u6587\u6863\u3002<\/p>\n\n\n\n

                \u76ee\u524dvmonitor\u670d\u52a1\u7aef\u76d1\u63a7\u4f7f\u7528\u7684OpenTSDB\u662f\u6211\u4eec\u6539\u9020\u540e\u7684\u6e90\u7801\uff0c\u65b0\u589e\u4e86nimavg\u51fd\u6570\uff0c\u914d\u5408\u81ea\u5e26\u7684zimsum\u51fd\u6570\u6ee1\u8db3\u7a7a\u503c\u63d2\u5165\u9700\u6c42\u3002<\/p>\n\n\n\n

                3\u3001vivo\u670d\u52a1\u7aef\u76d1\u63a7\u91c7\u96c6\u5668\u539f\u7406<\/strong><\/p>\n\n\n\n

                \"\"\/<\/figure>\n\n\n\n

                1\uff09\u5b9a\u65f6\u5668<\/strong><\/p>\n\n\n\n

                \u5185\u542b3\u79cd\u91c7\u96c6\u5668\uff1aOS\u91c7\u96c6\u5668\u3001JVM\u91c7\u96c6\u5668\u548c\u4e1a\u52a1\u6307\u6807\u91c7\u96c6\u5668\uff0c\u5176\u4e2dOS\u53caJVM\u6bcf\u5206\u949f\u6267\u884c\u91c7\u96c6\u548c\u6c47\u805a\uff0c\u4e1a\u52a1\u6307\u6807\u91c7\u96c6\u5668\u4f1a\u5b9e\u65f6\u91c7\u96c6\u5e76\u57281\u5206\u949f\u7684\u65f6\u95f4\u70b9\u5b8c\u6210\u6c47\u805a\u91cd\u7f6e\uff0c3\u4efd\u91c7\u96c6\u5668\u7684\u6570\u636e\u6253\u5305\u4e0a\u62a5\u81f3RabbitMQ\uff0c\u4e0a\u62a5\u52a8\u4f5c\u5f02\u6b65\u8d85\u65f6\u3002<\/p>\n\n\n\n

                2\uff09\u4e1a\u52a1\u6307\u6807\u91c7\u96c6\u5668<\/strong><\/p>\n\n\n\n

                \u4e1a\u52a1\u6307\u6807\u91c7\u96c6\u65b9\u5f0f\u67092\u79cd\uff1a\u65e5\u5fd7\u8f93\u51fa\u8fc7\u6ee4\u548c\u5de5\u5177\u7c7b\u4ee3\u7801\u4e0a\u62a5(\u4fb5\u5165\u5f0f)\uff0c\u65e5\u5fd7\u8f93\u51fa\u8fc7\u6ee4\u662f\u901a\u8fc7\u7ee7\u627flog4j\u7684Filter\uff0c\u4ece\u800c\u83b7\u53d6\u6307\u6807\u914d\u7f6e\u4e2d\u6307\u5b9a\u7684Appender\u8f93\u51fa\u7684renderedMessage\uff0c\u5e76\u6839\u636e\u6307\u6807\u914d\u7f6e\u7684\u5173\u952e\u8bcd\u3001\u805a\u5408\u65b9\u5f0f\u7b49\u4fe1\u606f\u8fdb\u884c\u540c\u6b65\u76d1\u542c\u91c7\u96c6\uff1b\u4ee3\u7801\u4e0a\u62a5\u6839\u636e\u4ee3\u7801\u4e2d\u6307\u5b9a\u7684\u6307\u6807code\u8fdb\u884cmessage\u4fe1\u606f\u4e0a\u62a5\uff0c\u5c5e\u4e8e\u4fb5\u5165\u5f0f\u7684\u91c7\u96c6\u65b9\u5f0f\uff0c\u901a\u8fc7\u8c03\u7528\u76d1\u63a7\u63d0\u4f9b\u7684Util\u5b9e\u73b0\u3002\u4e1a\u52a1\u6307\u6807\u914d\u7f6e\u6bcf\u96945\u5206\u949f\u4f1a\u4eceCDN\u5237\u65b0\uff0c\u5185\u7f6e\u591a\u79cd\u805a\u5408\u5668\u4f9b\u805a\u5408\u4f7f\u7528\uff0c\u5305\u62eccount\u8ba1\u6570\u3001 sum\u6c42\u548c\u3001average\u5e73\u5747\u3001max\u6700\u5927\u503c\u548cmin\u6700\u5c0f\u503c\u7edf\u8ba1\u3002<\/p>\n\n\n\n

                4\u3001vivo\u670d\u52a1\u7aef\u76d1\u63a7\u8001\u7248\u672c\u67b6\u6784\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n

                \"\"\/<\/figure>\n\n\n\n

                1\uff09\u6570\u636e\u91c7\u96c6\u53ca\u4e0a\u62a5<\/strong><\/p>\n\n\n\n

                \u9700\u6c42\u65b9\u5e94\u7528\u63a5\u5165\u7684\u76d1\u63a7\u91c7\u96c6\u5668vmonitor-agent\u6839\u636e\u76d1\u63a7\u6307\u6807\u914d\u7f6e\u91c7\u96c6\u76f8\u5e94\u6570\u636e\uff0c\u6bcf\u5206\u949f\u4e0a\u62a51\u6b21\u6570\u636e\u81f3RabbitMQ\uff0c\u6240\u91c7\u7528\u7684\u6307\u6807\u914d\u7f6e\u6bcf5\u5206\u949f\u4eceCDN\u4e0b\u8f7d\u66f4\u65b0\uff0cCDN\u5185\u5bb9\u7531\u76d1\u63a7\u540e\u53f0\u4e0a\u4f20\u3002<\/p>\n\n\n\n

                2\uff09\u8ba1\u7b97\u53ca\u5b58\u50a8<\/strong><\/p>\n\n\n\n

                \u76d1\u63a7\u540e\u53f0\u63a5\u6536RabbitMQ\u7684\u6570\u636e\uff0c\u62c6\u89e3\u540e\u5b58\u50a8\u81f3OpenTSDB\uff0c\u4f9b\u53ef\u89c6\u5316\u56fe\u8868\u8c03\u7528\uff0c\u76d1\u63a7\u9879\u76ee\u3001\u5e94\u7528\u3001\u6307\u6807\u548c\u544a\u8b66\u7b49\u914d\u7f6e\u5b58\u50a8\u4e8eMySQL\uff1b\u901a\u8fc7Zookeeper\u548cRedis\u5b9e\u73b0\u5206\u5e03\u5f0f\u4efb\u52a1\u5206\u53d1\u6a21\u5757\uff0c\u5b9e\u73b0\u591a\u53f0\u76d1\u63a7\u670d\u52a1\u534f\u8c03\u914d\u5408\u8fd0\u4f5c\uff0c\u4f9b\u5206\u5e03\u5f0f\u8ba1\u7b97\u4f7f\u7528\u3002<\/p>\n\n\n\n

                3\uff09\u544a\u8b66\u68c0\u6d4b<\/strong><\/p>\n\n\n\n

                \u4eceOpenTSDB\u83b7\u53d6\u76d1\u63a7\u6307\u6807\u6570\u636e\uff0c\u6839\u636e\u544a\u8b66\u914d\u7f6e\u68c0\u6d4b\u5f02\u5e38\uff0c\u5e76\u5c06\u5f02\u5e38\u901a\u8fc7\u7b2c\u4e09\u65b9\u4f9d\u8d56\u81ea\u7814\u6d88\u606f\u3001\u77ed\u4fe1\u53d1\u9001\uff0c\u544a\u8b66\u68c0\u6d4b\u901a\u8fc7\u5206\u5e03\u5f0f\u4efb\u52a1\u5206\u53d1\u6a21\u5757\u5b8c\u6210\u5206\u5e03\u5f0f\u8ba1\u7b97\u3002<\/p>\n\n\n\n

                5\u3001vivo\u670d\u52a1\u7aef\u76d1\u63a7\u8001\u7248\u672c\u90e8\u7f72\u67b6\u6784<\/strong><\/p>\n\n\n\n

                1\uff09\u81ea\u5efa\u673a\u623fA<\/strong><\/p>\n\n\n\n

                \u90e8\u7f72\u67b6\u6784\u4ee5\u56fd\u5185\u4e3a\u4f8b\uff0c\u76d1\u63a7\u5de5\u7a0b\u90e8\u7f72\u5728\u81ea\u5efa\u673a\u623fA\uff0c\u76d1\u542c\u672c\u673a\u623f\u7684RabbitMQ\u6d88\u606f\uff0c\u4f9d\u8d56\u7684Redis\u3001OpenTSDB\u3001MySQL\u3001Zookeeper\u7b49\u5747\u5728\u540c\u673a\u623f\uff0c\u9700\u8981\u4e0a\u4f20\u7684\u76d1\u63a7\u6307\u6807\u914d\u7f6e\u7531\u6587\u4ef6\u670d\u52a1\u4e0a\u4f20\u81f3CDN\uff0c\u4f9b\u76d1\u63a7\u9700\u6c42\u5e94\u7528\u8bbe\u5907\u8c03\u7528\u3002<\/p>\n\n\n\n

                2\uff09\u4e91\u673a\u623f<\/strong><\/p>\n\n\n\n

                \u4e91\u673a\u623f\u7684\u76d1\u63a7\u9700\u6c42\u5e94\u7528\u8bbe\u5907\u5c06\u76d1\u63a7\u6570\u636e\u4e0a\u62a5\u81f3\u4e91\u673a\u623f\u672c\u5730\u7684RabbitMQ\uff0c\u4e91\u673a\u623f\u7684RabbitMQ\u5c06\u6307\u5b9a\u961f\u5217\u901a\u8fc7\u8def\u7531\u7684\u65b9\u5f0f\u8f6c\u53d1\u81f3\u81ea\u5efa\u673a\u623fA\u7684RabbitMQ\uff0c\u4e91\u673a\u623f\u7684\u76d1\u63a7\u914d\u7f6e\u901a\u8fc7CDN\u62c9\u53d6\u3002<\/p>\n\n\n\n

                6\u3001vivo\u670d\u52a1\u7aef\u76d1\u63a7\u65b0\u7248\u672c\u67b6\u6784\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n

                \"\"\/<\/figure>\n\n\n\n

                1\uff09\u91c7\u96c6\uff08\u63a5\u5165\u65b9\uff09<\/strong><\/p>\n\n\n\n

                \u4e1a\u52a1\u65b9\u63a5\u5165vmonitor-collector\uff0c\u5e76\u5728\u76f8\u5e94\u73af\u5883\u7684\u76d1\u63a7\u540e\u53f0\u914d\u7f6e\u76f8\u5173\u76d1\u63a7\u9879\u5373\u5b8c\u6210\u63a5\u5165\uff0cvmonitor- collector\u5c06\u5b9a\u65f6\u62c9\u53d6\u76d1\u63a7\u9879\u914d\u7f6e\uff0c\u91c7\u96c6\u670d\u52a1\u6570\u636e\u5e76\u6bcf\u5206\u949f\u4e0a\u62a5\u3002<\/p>\n\n\n\n

                2\uff09\u6570\u636e\u805a\u5408<\/strong><\/p>\n\n\n\n

                \u8001\u7248\u672c\u652f\u6301\u7684\u662fRabbitMQ\u5c06\u91c7\u96c6\u5230\u7684\u6570\u636e\uff0c\u8def\u7531\u81f3\u76d1\u63a7\u673a\u623f\u7684RabbitMQ\uff08\u540c\u673a\u623f\u5219\u4e0d\u53d1\u751f\u8be5\u884c\u4e3a\uff09\uff0c\u7531\u76d1\u63a7\u540e\u53f0\u670d\u52a1\u6d88\u8d39\uff1bCDN\u8d1f\u8d23\u627f\u8f7d\u5404\u5e94\u7528\u7684\u914d\u7f6e\u4f9b\u5e94\u7528\u5b9a\u65f6\u62c9\u53d6\u3002\u65b0\u7248\u672cvmonitor-gateway\u4f5c\u4e3a\u76d1\u63a7\u6570\u636e\u7f51\u5173\uff0c\u91c7\u7528http\u65b9\u5f0f\u4e0a\u62a5\u76d1\u63a7\u6570\u636e\u4ee5\u53ca\u62c9\u53d6\u6307\u6807\u914d\u7f6e\uff0c\u629b\u5f03\u4e86\u4e4b\u524d\u4f7f\u7528\u7684RabbitMQ\u4e0a\u62a5\u4ee5\u53caCDN\u540c\u6b65\u914d\u7f6e\u7684\u9014\u5f84\uff0c\u907f\u514d\u4e24\u8005\u6545\u969c\u65f6\u5bf9\u76d1\u63a7\u4e0a\u62a5\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n

                3\uff09\u53ef\u89c6\u5316\u5e76\u4e14\u652f\u6301\u544a\u8b66\u4e0e\u914d\u7f6e\uff08\u76d1\u63a7\u540e\u53f0vmonitor\uff09<\/strong><\/p>\n\n\n\n

                \u8d1f\u8d23\u524d\u53f0\u7684\u6570\u636e\u591a\u5143\u5316\u5c55\u793a\uff08\u5305\u62ec\u4e1a\u52a1\u6307\u6807\u6570\u636e\uff0c\u5206\u673a\u623f\u6c47\u603b\u6570\u636e\uff0c\u5355\u53f0\u670d\u52a1\u5668\u6570\u636e\uff0c\u4ee5\u53ca\u4e1a\u52a1\u6307\u6807\u590d\u5408\u8fd0\u7b97\u5448\u73b0\uff09\uff0c\u6570\u636e\u805a\u5408\uff0c\u544a\u8b66\uff08\u76ee\u524d\u5305\u62ec\u77ed\u4fe1\u53ca\u81ea\u7814\u6d88\u606f\uff09\u7b49\u3002<\/p>\n\n\n\n

                4\uff09\u6570\u636e\u5b58\u50a8<\/strong><\/p>\n\n\n\n

                \u5b58\u50a8\u4f7f\u7528HBASE\u96c6\u7fa4\u548c\u5f00\u6e90\u7684OpenTSDB\u4f5c\u4e3a\u805a\u5408\u7684\u4e2d\u4ecb\uff0c\u539f\u59cb\u6570\u636e\u4e0a\u62a5\u4e4b\u540e\u901a\u8fc7OpenTSDB\u6301\u4e45\u5316\u5230HBase\u96c6\u7fa4\uff0cRedis\u4f5c\u4e3a\u5206\u5e03\u5f0f\u6570\u636e\u5b58\u50a8\u8c03\u5ea6\u4efb\u52a1\u5206\u914d\u3001\u544a\u8b66\u72b6\u6001\u7b49\u4fe1\u606f\uff0c\u540e\u53f0\u6d89\u53ca\u7684\u6307\u6807\u548c\u544a\u8b66\u914d\u7f6e\u5b58\u50a8\u4e8eMySQL\u3002<\/p>\n\n\n\n

                \u4e09\u3001\u76d1\u63a7\u91c7\u96c6\u4e0a\u62a5\u548c\u5b58\u50a8\u76d1\u63a7\u6570\u636e\u7b56\u7565<\/strong><\/p>\n\n\n\n

                \u4e3a\u964d\u4f4e\u76d1\u63a7\u63a5\u5165\u6210\u672c\u4ee5\u53ca\u907f\u514dRabbitMQ\u4e0a\u62a5\u6545\u969c\u548cCDN\u540c\u6b65\u914d\u7f6e\u6545\u969c\u5bf9\u76d1\u63a7\u4f53\u7cfb\u5e26\u6765\u7684\u5f71\u54cd\uff0c\u5c06\u7531\u91c7\u96c6\u5c42\u901a\u8fc7HTTP\u76f4\u63a5\u4e0a\u62a5\u81f3\u4ee3\u7406\u5c42\uff0c\u5e76\u901a\u8fc7\u91c7\u96c6\u5c42\u548c\u6570\u636e\u4ee3\u7406\u5c42\u7684\u961f\u5217\u5b9e\u73b0\u707e\u65f6\u6570\u636e\u6700\u5927\u7a0b\u5ea6\u7684\u633d\u6551\u3002<\/p>\n\n\n\n

                \"\"\/<\/figure>\n\n\n\n

                \u8be6\u7ec6\u6d41\u7a0b\u8bf4\u660e\u5982\u4e0b\uff1a<\/p>\n\n\n\n

                1\uff09\u91c7\u96c6\u5668\uff08vmonitor-collector\uff09<\/strong>\u6839\u636e\u76d1\u63a7\u914d\u7f6e\u6bcf\u5206\u949f\u91c7\u96c6\u6570\u636e\u5e76\u538b\u7f29\uff0c\u5b58\u50a8\u4e8e\u672c\u5730\u961f\u5217\uff08\u6700\u5927\u957f\u5ea6100\uff0c\u5373\u6700\u5927\u5b58\u50a8100\u5206\u949f\u6570\u636e\uff09\uff0c\u901a\u77e5\u53ef\u8fdb\u884cHTTP\u4e0a\u62a5\uff0c\u5c06\u6570\u636e\u4e0a\u62a5\u81f3\u7f51\u5173\u3002<\/p>\n\n\n\n

                2\uff09\u7f51\u5173\uff08vmonitor-gateway\uff09<\/strong>\u63a5\u6536\u5230\u4e0a\u62a5\u7684\u6570\u636e\u540e\u9274\u6743\uff0c\u8ba4\u5b9a\u975e\u6cd5\u5373\u4e22\u5f03\uff1b\u540c\u65f6\u5224\u65ad\u5f53\u524d\u662f\u5426\u4e0b\u5c42\u5f02\u5e38\u7194\u65ad\uff0c\u5982\u679c\u53d1\u751f\u5219\u901a\u77e5\u91c7\u96c6\u5c42\u91cd\u7f6e\u6570\u636e\u9000\u56de\u961f\u5217\u3002<\/p>\n\n\n\n

                3\uff09\u7f51\u5173\u6821\u9a8c<\/strong>\u4e0a\u62a5\u65f6\u5e26\u6765\u7684\u76d1\u63a7\u914d\u7f6e\u7248\u672c\u53f7\uff0c\u8fc7\u671f\u5219\u5728\u7ed3\u679c\u8fd4\u56de\u65f6\u5c06\u6700\u65b0\u76d1\u63a7\u914d\u7f6e\u4e00\u5e76\u8fd4\u56de\u8981\u6c42\u91c7\u96c6\u5c42\u66f4\u65b0\u914d\u7f6e\u3002<\/p>\n\n\n\n

                4\uff09\u7f51\u5173\u5c06\u4e0a\u62a5\u7684\u6570\u636e\u5b58\u50a8\u4e8e\u8be5\u5e94\u7528\u5bf9\u5e94\u7684Redis\u961f\u5217\u4e2d\uff08\u5355\u4e2a\u5e94\u7528\u7f13\u5b58\u961f\u5217key\u6700\u5927\u957f\u5ea61w\uff09\uff1b\u5b58\u50a8\u961f\u5217\u5b8c\u6210\u540e\u7acb\u5373\u8fd4\u56deHTTP\u4e0a\u62a5\uff0c\u8868\u660e\u7f51\u5173\u5df2\u63a5\u53d7\u5230\u6570\u636e\uff0c\u91c7\u96c6\u5c42\u53ef\u79fb\u9664\u8be5\u6761\u6570\u636e\u3002<\/p>\n\n\n\n

                5\uff09\u7f51\u5173\u5bf9Redis\u961f\u5217\u6570\u636e\u8fdb\u884c\u89e3\u538b\u4ee5\u53ca\u6570\u636e\u805a\u5408\uff1b\u5982\u679c\u7194\u65ad\u5668\u5f02\u5e38\u5219\u6682\u505c\u524d\u4e00\u884c\u4e3a\uff1b\u5b8c\u6210\u540e\u901a\u8fc7HTTP\u5b58\u50a8\u81f3OpenTSDB\uff1b\u5982\u679c\u5b58\u50a8\u884c\u4e3a\u5927\u91cf\u5f02\u5e38\u5219\u89e6\u53d1\u7194\u65ad\u5668\u3002<\/p>\n\n\n\n

                \u56db\u3001\u6838\u5fc3\u6307\u6807<\/strong><\/p>\n\n\n\n

                1\u3001\u7cfb\u7edf\u76d1\u63a7\u544a\u8b66\u548c\u4e1a\u52a1\u76d1\u63a7\u544a\u8b66<\/strong><\/p>\n\n\n\n

                \u5c06\u91c7\u96c6\u5230\u7684\u6570\u636e\u901a\u8fc7OpenTSDB\u5b58\u653e\u5230HBase\u4e2d\u540e\uff0c\u901a\u8fc7\u5206\u5e03\u5f0f\u4efb\u52a1\u5206\u53d1\u6a21\u5757\u5b8c\u6210\u5206\u5e03\u5f0f\u8ba1\u7b97\u3002\u5982\u679c\u7b26\u5408\u4e1a\u52a1\u65b9\u914d\u7f6e\u7684\u544a\u8b66\u89c4\u5219\uff0c\u5219\u89e6\u53d1\u76f8\u5e94\u7684\u544a\u8b66\uff0c\u5bf9\u544a\u8b66\u4fe1\u606f\u8fdb\u884c\u5206\u7ec4\u5e76\u4e14\u8def\u7531\u5230\u6b63\u786e\u7684\u901a\u77e5\u65b9\u3002\u53ef\u4ee5\u901a\u8fc7\u77ed\u4fe1\u81ea\u7814\u6d88\u606f\u8fdb\u884c\u544a\u8b66\u53d1\u9001\uff0c\u53ef\u901a\u8fc7\u540d\u5b57\u3001\u5de5\u53f7\u3001\u62fc\u97f3\u67e5\u8be2\u5f55\u5165\u9700\u8981\u63a5\u6536\u544a\u8b66\u7684\u4eba\u5458\uff0c\u5f53\u63a5\u6536\u5230\u5927\u91cf\u91cd\u590d\u544a\u8b66\u65f6\u80fd\u591f\u6d88\u9664\u91cd\u590d\u7684\u544a\u8b66\u4fe1\u606f\uff0c\u6240\u6709\u7684\u544a\u8b66\u4fe1\u606f\u53ef\u4ee5\u901a\u8fc7MySQL\u8868\u8fdb\u884c\u8bb0\u5f55\u65b9\u4fbf\u540e\u7eed\u67e5\u8be2\u548c\u7edf\u8ba1\uff0c\u544a\u8b66\u7684\u76ee\u7684\u4e0d\u4ec5\u4ec5\u662f\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u53ca\u65f6\u53d1\u73b0\u6545\u969c\u5efa\u7acb\u6545\u969c\u5e94\u6025\u673a\u5236\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u7ed3\u5408\u4e1a\u52a1\u7279\u70b9\u7684\u76d1\u63a7\u9879\u548c\u544a\u8b66\u68b3\u7406\u670d\u52a1\uff0c\u501f\u9274\u884c\u4e1a\u6700\u4f73\u76d1\u63a7\u5b9e\u8df5\u3002\u544a\u8b66\u6d41\u7a0b\u56fe\u5982\u4e0b\uff1a<\/p>\n\n\n\n

                \"\"\/<\/figure>\n\n\n\n

                2\u3001\u652f\u6301\u7684\u544a\u8b66\u7c7b\u578b\u4ee5\u53ca\u8ba1\u7b97\u516c\u5f0f<\/strong><\/p>\n\n\n\n

                1\uff09\u6700\u5927\u503c\uff1a<\/strong>\u5f53\u6307\u5b9a\u5b57\u6bb5\u8d85\u8fc7\u8be5\u503c\u65f6\u89e6\u53d1\u62a5\u8b66\uff08\u62a5\u8b66\u9608\u503c\u5355\u4f4d\uff1anumber\uff09\u3002<\/p>\n\n\n\n

                2\uff09\u6700\u5c0f\u503c\uff1a<\/strong>\u5f53\u6307\u5b9a\u5b57\u6bb5\u4f4e\u4e8e\u8be5\u503c\u65f6\u89e6\u53d1\u62a5\u8b66\uff08\u62a5\u8b66\u9608\u503c\u5355\u4f4d\uff1anumber\uff09\u3002<\/p>\n\n\n\n

                3\uff09\u6ce2\u52a8\u91cf\uff1a<\/strong>\u53d6\u5f53\u524d\u65f6\u95f4\u5230\u524d15\u5206\u949f\u8fd9\u6bb5\u65f6\u95f4\u5185\u7684\u6700\u5927\u503c\u6216\u8005\u6700\u5c0f\u503c\u4e0e\u8fd915\u5206\u949f\u5185\u7684\u5e73\u5747\u503c\u505a\u6d6e\u52a8\u767e\u5206\u6bd4\u62a5\u8b66\uff0c\u6ce2\u52a8\u91cf\u9700\u8981\u914d\u7f6e\u6ce2\u52a8\u57fa\u7ebf\uff0c\u6807\u8bc6\u8d85\u8fc7\u8be5\u57fa\u7ebf\u6570\u503c\u65f6\u624d\u505a\u201c\u62a5\u8b66\u9600\u503c\u201d\u5224\u5b9a\uff0c\u4f4e\u4e8e\u8be5\u57fa\u7ebf\u6570\u503c\u5219\u4e0d\u89e6\u53d1\u62a5\u8b66\uff08\u62a5\u8b66\u9608\u503c\u5355\u4f4d\uff1apercent\uff09\u3002<\/p>\n\n\n\n

                \u8ba1\u7b97\u516c\u5f0f\uff1a<\/p>\n\n\n\n

                • \u6ce2\u52a8\u91cf-\u5411\u4e0a\u6ce2\u52a8\u8ba1\u7b97\u516c\u5f0f\uff1afloat rate = (float) (max – avg) \/ (float) avg;<\/li>
                • \u6ce2\u52a8\u91cf-\u5411\u4e0b\u6ce2\u52a8\u8ba1\u7b97\u516c\u5f0f\uff1afloat rate = (float) (avg – min) \/ (float) avg;<\/li>
                • \u6ce2\u52a8\u91cf-\u533a\u95f4\u6ce2\u52a8\u8ba1\u7b97\u516c\u5f0f\uff1afloat rate = (float) (max – min) \/ (float) max;<\/li><\/ul>\n\n\n\n

                  4\uff09\u65e5\u73af\u6bd4\uff1a<\/strong>\u53d6\u5f53\u524d\u65f6\u95f4\u4e0e\u6628\u5929\u540c\u4e00\u65f6\u523b\u7684\u503c\u505a\u6d6e\u52a8\u767e\u5206\u6bd4\u62a5\u8b66\uff08\u62a5\u8b66\u9608\u503c\u5355\u4f4d\uff1apercent\uff09\u3002<\/p>\n\n\n\n

                  \u8ba1\u7b97\u516c\u5f0f\uff1afloat rate = \uff08\u5f53\u524d\u503c – \u4e0a\u4e00\u5468\u671f\u503c\uff09\/\u4e0a\u4e00\u5468\u671f\u503c<\/p>\n\n\n\n

                  5\uff09\u5468\u73af\u6bd4\uff1a<\/strong>\u53d6\u5f53\u524d\u65f6\u95f4\u4e0e\u4e0a\u5468\u540c\u4e00\u5929\u7684\u540c\u4e00\u65f6\u523b\u7684\u503c\u505a\u6d6e\u52a8\u767e\u5206\u6bd4\u62a5\u8b66\uff08\u62a5\u8b66\u9608\u503c\u5355\u4f4d\uff1apercent\uff09\u3002<\/p>\n\n\n\n

                  \u8ba1\u7b97\u516c\u5f0f\uff1afloat rate = \uff08\u5f53\u524d\u503c – \u4e0a\u4e00\u5468\u671f\u503c\uff09\/\u4e0a\u4e00\u5468\u671f\u503c<\/p>\n\n\n\n

                  6\uff09\u5c0f\u65f6\u65e5\u73af\u6bd4\uff1a<\/strong>\u53d6\u5f53\u524d\u65f6\u95f4\u5230\u524d\u4e00\u5c0f\u65f6\u5185\u7684\u6570\u636e\u503c\u603b\u548c\u4e0e\u6628\u5929\u540c\u4e00\u65f6\u523b\u7684\u524d\u4e00\u5c0f\u65f6\u5185\u7684\u6570\u636e\u503c\u603b\u548c\u505a\u6d6e\u52a8\u767e\u5206\u6bd4\u62a5\u8b66\uff08\u62a5\u8b66\u9608\u503c\u5355\u4f4d\uff1apercent\uff09\u3002<\/p>\n\n\n\n

                  \u8ba1\u7b97\u516c\u5f0f\uff1afloat rate = (float) (anHourTodaySum – anHourYesterdaySum) \/ (float) anHourYesterdaySum\u3002<\/p>\n\n\n\n

                  \u4e94\u3001\u6f14\u793a\u6548\u679c<\/strong><\/p>\n\n\n\n

                  1\u3001\u4e1a\u52a1\u6307\u6807\u6570\u636e\u67e5\u8be2<\/strong><\/p>\n\n\n\n

                  1\uff09\u67e5\u8be2\u6761\u4ef6\u680f\u201c\u6307\u6807\u201d\u53ef\u9009\u62e9\u6307\u5b9a\u6307\u6807\u3002<\/p>\n\n\n\n

                  2\uff09\u53cc\u51fb\u56fe\u8868\u4e0a\u6307\u6807\u540d\u79f0\u53ef\u5c55\u793a\u5927\u56fe\uff0c\u5e95\u90e8\u662f\u6839\u636e\u8d77\u59cb\u65f6\u95f4\u7684\u6307\u6807\u57df\u5408\u8ba1\u503c\u3002<\/p>\n\n\n\n

                  3\uff09\u6eda\u8f6e\u53ef\u4ee5\u7f29\u653e\u56fe\u8868\u3002<\/p>\n\n\n\n

                  \"\"\/<\/figure>\n\n\n\n

                  2\u3001\u7cfb\u7edf\u76d1\u63a7&JVM\u76d1\u63a7\u6307\u6807\u6570\u636e\u67e5\u8be2<\/strong><\/p>\n\n\n\n

                  1\uff09\u6bcf\u5206\u949f\u9875\u9762\u81ea\u52a8\u5237\u65b0\u3002<\/p>\n\n\n\n

                  2\uff09\u5982\u679c\u67d0\u884c\uff0c\u5373\u67d0\u53f0\u673a\u5668\u6574\u884c\u663e\u793a\u7ea2\u8272\uff0c\u5219\u4ee3\u8868\u8be5\u673a\u5668\u5df2\u903e\u534a\u5c0f\u65f6\u672a\u4e0a\u62a5\u6570\u636e\uff0c\u5982\u673a\u5668\u662f\u975e\u6b63\u5e38\u4e0b\u7ebf\u5c31\u8981\u6ce8\u610f\u6392\u67e5\u4e86\u3002<\/p>\n\n\n\n

                  3\uff09\u70b9\u51fb\u8be6\u60c5\u6309\u94ae\uff0c\u53ef\u4ee5\u5bf9\u7cfb\u7edf&JVM\u76d1\u63a7\u6570\u636e\u8fdb\u884c\u660e\u7ec6\u67e5\u8be2\u3002<\/p>\n\n\n\n

                  \"\"\/<\/figure>\n\n\n\n

                  3\u3001\u4e1a\u52a1\u6307\u6807\u914d\u7f6e<\/strong><\/p>\n\n\n\n

                  \u5355\u4e2a\u76d1\u63a7\u6307\u6807(\u666e\u901a)\u53ef\u4ee5\u9488\u5bf9\u5355\u4e2a\u6307\u5b9aAppender\u7684\u65e5\u5fd7\u6587\u4ef6\u8fdb\u884c\u6570\u636e\u91c7\u96c6\u3002<\/p>\n\n\n\n

                  • \u3010\u5fc5\u586b\u3011\u3010\u6307\u6807\u7c7b\u578b\u3011\u4e3a\u201c\u666e\u901a\u201d\u3001\u201c\u590d\u5408\u201d\u4e24\u79cd\uff0c\u590d\u5408\u662f\u5c06\u591a\u4e2a\u666e\u901a\u6307\u6807\u4e8c\u6b21\u805a\u5408\uff0c\u6240\u4ee5\u6b63\u5e38\u60c5\u51b5\u4e0b\u9700\u8981\u5148\u65b0\u589e\u666e\u901a\u6307\u6807\u3002<\/li><\/ul>\n\n\n\n
                    • \u3010\u5fc5\u586b\u3011\u3010\u56fe\u8868\u987a\u5e8f\u3011\u6b63\u5e8f\u6392\u5217\uff0c\u63a7\u5236\u6307\u6807\u56fe\u8868\u5728\u6570\u636e\u9875\u9762\u4e0a\u7684\u5c55\u793a\u987a\u5e8f\u3002<\/li><\/ul>\n\n\n\n
                      • \u3010\u5fc5\u586b\u3011\u3010\u6307\u6807\u4ee3\u7801\u3011\u9ed8\u8ba4\u81ea\u52a8\u751f\u6210UUID\u77ed\u7801\u3002<\/li><\/ul>\n\n\n\n
                        • \u3010\u53ef\u9009\u3011\u3010Appender\u3011\u4e3alog4j\u65e5\u5fd7\u6587\u4ef6\u7684appender\u540d\u79f0\uff0c\u8981\u6c42\u8be5appender\u5fc5\u987b\u88ablogger\u7684ref\u5f15\u7528\uff1b\u5982\u679c\u4f7f\u7528\u4fb5\u5165\u5f0f\u91c7\u96c6\u6570\u636e\u5219\u65e0\u9700\u6307\u5b9a\u3002<\/li><\/ul>\n\n\n\n
                          • \u3010\u53ef\u9009\u3011\u3010\u5173\u952e\u5b57\u3011\u4e3a\u8fc7\u6ee4\u65e5\u5fd7\u6587\u4ef6\u884c\u7684\u5173\u952e\u8bcd\u3002<\/li><\/ul>\n\n\n\n
                            • \u3010\u53ef\u9009\u3011\u3010\u5206\u9694\u7b26\u3011\u662f\u6307\u5355\u884c\u65e5\u5fd7\u5217\u5206\u5272\u7684\u7b26\u53f7\uff0c\u4e00\u822c\u4e3a”,”\u82f1\u6587\u9017\u53f7\u6216\u5176\u5b83\u7b26\u53f7\u3002<\/li><\/ul>\n\n\n\n
                              \"\"\/<\/figure>\n\n\n\n

                              \u516d\u3001\u4e3b\u6d41\u76d1\u63a7\u5bf9\u6bd4<\/strong><\/p>\n\n\n\n

                              1\u3001Zabbix<\/strong><\/p>\n\n\n\n

                              Zabbix \u4e8e 1998 \u5e74\u8bde\u751f\uff0c\u6838\u5fc3\u7ec4\u4ef6\u91c7\u7528 C \u8bed\u8a00\u5f00\u53d1\uff0cWeb \u7aef\u91c7\u7528 PHP \u5f00\u53d1\uff0c\u5b83\u5c5e\u4e8e\u8001\u724c\u76d1\u63a7\u7cfb\u7edf\u4e2d\u7684\u4f18\u79c0\u4ee3\u8868\uff0c\u80fd\u591f\u76d1\u63a7\u7f51\u7edc\u53c2\u6570\uff0c\u670d\u52a1\u5668\u5065\u5eb7\u548c\u8f6f\u4ef6\u5b8c\u6574\u6027\uff0c\u4f7f\u7528\u4e5f\u5f88\u5e7f\u6cdb\u3002<\/p>\n\n\n\n

                              Zabbix\u91c7\u7528MySQL \u8fdb\u884c\u6570\u636e\u5b58\u50a8\uff0c\u6240\u6709\u6ca1\u6709OpenTSDB\u652f\u6301 Tag\u7684\u7279\u6027\uff0c\u56e0\u6b64\u6ca1\u6cd5\u6309\u591a\u7ef4\u5ea6\u8fdb\u884c\u805a\u5408\u7edf\u8ba1\u548c\u544a\u8b66\u914d\u7f6e\uff0c\u4f7f\u7528\u8d77\u6765\u4e0d\u7075\u6d3b\u3002Zabbix \u6ca1\u6709\u63d0\u4f9b\u5bf9\u5e94\u7684 SDK\uff0c\u5e94\u7528\u5c42\u76d1\u63a7\u652f\u6301\u6709\u9650\uff0c\u4e5f\u6ca1\u6709\u6211\u4eec\u81ea\u7814\u7684\u76d1\u63a7\u63d0\u4f9b\u4e86\u4fb5\u5165\u5f0f\u7684\u57cb\u70b9\u548c\u91c7\u96c6\u529f\u80fd\u3002<\/p>\n\n\n\n

                              \u603b\u4f53\u800c\u8a00Zabbix \u7684\u6210\u719f\u5ea6\u66f4\u9ad8\uff0c\u9ad8\u96c6\u6210\u5ea6\u5bfc\u81f4\u7075\u6d3b\u6027\u8f83\u5dee\uff0c\u5728\u76d1\u63a7\u590d\u6742\u5ea6\u589e\u52a0\u540e\uff0c\u5b9a\u5236\u96be\u5ea6\u4f1a\u5347\u9ad8\uff0c\u800c\u4e14\u4f7f\u7528\u7684MySQL\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u5bf9\u4e8e\u5927\u89c4\u6a21\u7684\u76d1\u63a7\u6570\u636e\u63d2\u5165\u548c\u67e5\u8be2\u662f\u4e2a\u95ee\u9898\u3002<\/p>\n\n\n\n

                              \"\"\/<\/figure>\n\n\n\n

                              2\u3001Open-Falcon<\/strong><\/p>\n\n\n\n

                              OpenFalcon \u662f\u4e00\u6b3e\u4f01\u4e1a\u7ea7\u3001\u9ad8\u53ef\u7528\u3001\u53ef\u6269\u5c55\u7684\u5f00\u6e90\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\uff0c\u63d0\u4f9b\u5b9e\u65f6\u62a5\u8b66\u3001\u6570\u636e\u76d1\u63a7\u7b49\u529f\u80fd\uff0c\u91c7\u7528 Go \u548c Python \u8bed\u8a00\u5f00\u53d1\uff0c\u7531\u5c0f\u7c73\u516c\u53f8\u5f00\u6e90\u3002\u4f7f\u7528 Falcon \u53ef\u4ee5\u975e\u5e38\u5bb9\u6613\u7684\u76d1\u63a7\u6574\u4e2a\u670d\u52a1\u5668\u7684\u72b6\u6001\uff0c\u6bd4\u5982\u78c1\u76d8\u7a7a\u95f4\uff0c\u7aef\u53e3\u5b58\u6d3b\uff0c\u7f51\u7edc\u6d41\u91cf\u7b49\u7b49\u3002\u57fa\u4e8e Proxy-gateway\uff0c\u5f88\u5bb9\u6613\u901a\u8fc7\u81ea\u4e3b\u57cb\u70b9\u5b9e\u73b0\u5e94\u7528\u5c42\u7684\u76d1\u63a7\uff08\u6bd4\u5982\u76d1\u63a7\u63a5\u53e3\u7684\u8bbf\u95ee\u91cf\u548c\u8017\u65f6\uff09\u548c\u5176\u4ed6\u4e2a\u6027\u5316\u76d1\u63a7\u9700\u6c42\uff0c\u96c6\u6210\u65b9\u4fbf\u3002<\/p>\n\n\n\n

                              \"\"\/<\/figure>\n\n\n\n

                              \u5b98\u65b9\u7684\u67b6\u6784\u56fe\u5982\u4e0b\uff1a<\/p>\n\n\n\n

                              \"\"\/<\/figure>\n\n\n\n

                              3\u3001Prometheus<\/strong><\/p>\n\n\n\n

                              Prometheus\u662f\u7531SoundCloud\u5f00\u53d1\u7684\u5f00\u6e90\u76d1\u63a7\u62a5\u8b66\u7cfb\u7edf\u548c\u65f6\u5e8f\u5217\u6570\u636e\u5e93(TSDB)\uff0cPrometheus\u4f7f\u7528Go\u8bed\u8a00\u5f00\u53d1\uff0c\u662fGoogle BorgMon\u76d1\u63a7\u7cfb\u7edf\u7684\u5f00\u6e90\u7248\u672c\u3002<\/p>\n\n\n\n

                              \u548c\u5c0f\u7c73\u7684Open-Falcon\u4e00\u6837\uff0c\u501f\u9274 OpenTSDB\uff0c\u6570\u636e\u6a21\u578b\u4e2d\u5f15\u5165\u4e86 Tag\uff0c\u8fd9\u6837\u80fd\u652f\u6301\u591a\u7ef4\u5ea6\u7684\u805a\u5408\u7edf\u8ba1\u4ee5\u53ca\u544a\u8b66\u89c4\u5219\u8bbe\u7f6e\uff0c\u5927\u5927\u63d0\u9ad8\u4e86\u4f7f\u7528\u6548\u7387\u3002\u76d1\u63a7\u6570\u636e\u76f4\u63a5\u5b58\u50a8\u5728 Prometheus Server \u672c\u5730\u7684\u65f6\u5e8f\u6570\u636e\u5e93\u4e2d\uff0c\u5355\u4e2a\u5b9e\u4f8b\u53ef\u4ee5\u5904\u7406\u6570\u767e\u4e07\u7684 Metrics\uff0c\u67b6\u6784\u7b80\u5355\uff0c\u4e0d\u4f9d\u8d56\u5916\u90e8\u5b58\u50a8\uff0c\u5355\u4e2a\u670d\u52a1\u5668\u8282\u70b9\u53ef\u76f4\u63a5\u5de5\u4f5c\u3002<\/p>\n\n\n\n

                              \"\"\/<\/figure>\n\n\n\n

                              \u5b98\u65b9\u7684\u67b6\u6784\u56fe\u5982\u4e0b\uff1a<\/p>\n\n\n\n

                              \"\"\/<\/figure>\n\n\n\n

                              4\u3001vivo\u670d\u52a1\u7aef\u76d1\u63a7vmonitor<\/strong><\/p>\n\n\n\n

                              vmonitor\u4f5c\u4e3a\u76d1\u63a7\u540e\u53f0\u7ba1\u7406\u7cfb\u7edf\uff0c\u53ef\u4ee5\u8fdb\u884c\u53ef\u89c6\u5316\u67e5\u770b\uff0c\u544a\u8b66\u7684\u914d\u7f6e\uff0c\u4e1a\u52a1\u6307\u6807\u7684\u914d\u7f6e\u7b49\uff0c\u5177\u5907JVM\u76d1\u63a7\u3001\u7cfb\u7edf\u76d1\u63a7\u548c\u4e1a\u52a1\u76d1\u63a7\u7684\u529f\u80fd\u3002\u901a\u8fc7\u91c7\u96c6\u5c42\uff08vmonitor-collector\u91c7\u96c6\u5668\uff09\u548c\u6570\u636e\u4ee3\u7406\u5c42\uff08vmonitor-gateway\u7f51\u5173\uff09\u7684\u961f\u5217\u5b9e\u73b0\u707e\u65f6\u6570\u636e\u6700\u5927\u7a0b\u5ea6\u7684\u633d\u6551\u3002<\/p>\n\n\n\n

                              \u63d0\u4f9b\u4e86SDK\u65b9\u4fbf\u4e1a\u52a1\u65b9\u96c6\u6210\uff0c\u652f\u6301\u65e5\u5fd7\u8f93\u51fa\u8fc7\u6ee4\u548c\u4fb5\u5165\u5f0f\u4ee3\u7801\u4e0a\u62a5\u6570\u636e\u7b49\u5e94\u7528\u5c42\u76d1\u63a7\u7edf\u8ba1\uff0c\u57fa\u4e8eOpenTSDB\u65f6\u5e8f\u5f00\u6e90\u6570\u636e\u5e93\uff0c\u5bf9\u5176\u6e90\u7801\u8fdb\u884c\u4e86\u6539\u9020\uff0c\u65b0\u589e\u4e86nimavg\u51fd\u6570\uff0c\u914d\u5408\u81ea\u5e26\u7684zimsum\u51fd\u6570\u6ee1\u8db3\u7a7a\u503c\u63d2\u5165\u9700\u6c42\uff0c\u5177\u6709\u5f3a\u5927\u7684\u6570\u636e\u805a\u5408\u80fd\u529b\uff0c\u53ef\u4ee5\u63d0\u4f9b\u5b9e\u65f6\u3001\u591a\u7ef4\u5ea6\u3001\u591a\u6e20\u9053\u7684\u544a\u8b66\u670d\u52a1\u3002<\/p>\n\n\n\n

                              \"\"\/<\/figure>\n\n\n\n

                              \u4e03\u3001\u603b\u7ed3<\/strong><\/p>\n\n\n\n

                              \"\"\/<\/figure>\n\n\n\n

                              \u672c\u6587\u4e3b\u8981\u4ecb\u7ecd\u4e86vivo\u670d\u52a1\u7aef\u76d1\u63a7\u67b6\u6784\u7684\u8bbe\u8ba1\u4e0e\u6f14\u8fdb\u4e4b\u8def\uff0c\u662f\u57fa\u4e8ejava\u6280\u672f\u6808\u505a\u7684\u4e00\u5957\u5b9e\u65f6\u76d1\u63a7\u7cfb\u7edf\uff0c\u540c\u65f6\u4e5f\u7b80\u5355\u5217\u4e3e\u4e86\u884c\u4e1a\u5185\u4e3b\u6d41\u7684\u51e0\u79cd\u7c7b\u578b\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u5e0c\u671b\u6709\u52a9\u4e8e\u5927\u5bb6\u5bf9\u76d1\u63a7\u7cfb\u7edf\u7684\u8ba4\u8bc6\uff0c\u4ee5\u53ca\u5728\u6280\u672f\u9009\u578b\u65f6\u505a\u51fa\u66f4\u5408\u9002\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n

                              \u76d1\u63a7\u4f53\u7cfb\u91cc\u9762\u6d89\u53ca\u5230\u7684\u9762\u5f88\u5e7f\uff0c\u662f\u4e00\u4e2a\u5e9e\u5927\u590d\u6742\u7684\u4f53\u7cfb\uff0c\u672c\u6587\u53ea\u662f\u4ecb\u7ecd\u4e86\u670d\u52a1\u7aef\u76d1\u63a7\u91cc\u7684JVM\u76d1\u63a7\uff0c\u7cfb\u7edf\u76d1\u63a7\u4ee5\u53ca\u4e1a\u52a1\u76d1\u63a7\uff08\u5305\u542b\u65e5\u5fd7\u76d1\u63a7\u548c\u5de5\u5177\u7c7b\u4ee3\u7801\u4fb5\u5165\u5f0f\u4e0a\u62a5\uff09\uff0c\u672a\u6d89\u53ca\u5230\u5ba2\u6237\u7aef\u76d1\u63a7\u548c\u5168\u94fe\u8def\u76d1\u63a7\u7b49\uff0c\u5982\u679c\u60f3\u7406\u89e3\u900f\u5f7b\uff0c\u5fc5\u987b\u7406\u8bba\u7ed3\u5408\u5b9e\u8df5\u518d\u505a\u6df1\u5165\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

                              \u4e00\u3001\u4e1a\u52a1\u80cc\u666f \u5f53\u4eca\u65f6\u4ee3\u5904\u5728\u4fe1\u606f\u5927\u7206\u53d1\u7684\u65f6\u4ee3\uff0c\u4fe1\u606f\u501f\u52a9\u4e92\u8054\u7f51\u7684\u6f6e\u6d41\u5728\u5168\u7403\u81ea\u7531\u7684\u6d41\u52a8\uff0c\u4ea7\u751f\u4e86\u5404\u5f0f\u5404\u6837\u7684\u5e73… \u7ee7\u7eed\u9605\u8bfb \u5b9e\u8df5\u6848\u4f8b – vivo\u76d1\u63a7\u7cfb\u7edf\u8fd9\u6837\u6f14\u8fdb\u624d\u7a33\u59a5<\/span><\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[16,14],"views":529,"_links":{"self":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/390"}],"collection":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/comments?post=390"}],"version-history":[{"count":1,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/390\/revisions"}],"predecessor-version":[{"id":391,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/390\/revisions\/391"}],"wp:attachment":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/media?parent=390"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/categories?post=390"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/tags?post=390"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}