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\/><\/p>\n<p><strong>\u76d1\u63a7\u6e90<\/strong>\u4ece\u5c42\u6b21\u4e0a\u6765\u5206\uff0c\u5927\u81f4\u53ef\u4ee5\u5206\u4e3a\u4e09\u5c42\uff0c\u4e1a\u52a1\u5e94\u7528\u5c42\u3001\u4e2d\u95f4\u4ef6\u5c42\u3001\u57fa\u7840\u8bbe\u65bd\u5c42\u3002\u4e1a\u52a1\u5e94\u7528\u5c42\u4e3b\u8981\u5305\u62ec\u5e94\u7528\u8f6f\u4ef6\u3001\u4f01\u4e1a\u6d88\u606f\u603b\u7ebf\u7b49\uff0c\u4e2d\u95f4\u4ef6\u5c42\u5305\u62ec\u6570\u636e\u5e93\u3001\u7f13\u5b58\u3001\u914d\u7f6e\u4e2d\u5fc3\u3001\u7b49\u5404\u79cd\u7cfb\u7edf\u8f6f\u4ef6\uff0c\u57fa\u7840\u8bbe\u65bd\u5c42\u4e3b\u8981\u6709\u7269\u7406\u673a\u3001\u865a\u62df\u673a\u3001\u5bb9\u5668\u3001\u7f51\u7edc\u8bbe\u5907\u3001\u5b58\u50a8\u8bbe\u5907\u7b49\u7b49\u3002<\/p>\n<p><strong>\u6570\u636e\u91c7\u96c6<\/strong><\/p>\n<p>\u6570\u636e\u6e90\u5982\u6b64\u591a\u6837\uff0c\u6570\u636e\u91c7\u96c6\u7684\u4efb\u52a1\u81ea\u7136\u8f7b\u677e\u4e0d\u4e86\u3002\u6570\u636e\u91c7\u96c6\u4ece\u6307\u6807\u4e0a\u5212\u5206\u53ef\u4ee5\u5206\u4e3a\u4e1a\u52a1\u6307\u6807\u3001\u5e94\u7528\u6307\u6807\u3001\u7cfb\u7edf\u8f6f\u4ef6\u76d1\u63a7\u6307\u6807\u3001\u7cfb\u7edf\u6307\u6807\u3002<\/p>\n<p>\u5e94\u7528\u76d1\u63a7\u6307\u6807\u5982\uff1a\u53ef\u7528\u6027\u3001\u5f02\u5e38\u3001\u541e\u5410\u91cf\u3001\u54cd\u5e94\u65f6\u95f4\u3001\u5f53\u524d\u7b49\u5f85\u7b14\u6570\u3001\u8d44\u6e90\u5360\u7528\u7387\u3001\u8bf7\u6c42\u91cf\u3001\u65e5\u5fd7\u5927\u5c0f\u3001\u6027\u80fd\u3001\u961f\u5217\u6df1\u5ea6\u3001\u7ebf\u7a0b\u6570\u3001\u670d\u52a1\u8c03\u7528\u6b21\u6570\u3001\u8bbf\u95ee\u91cf\u3001\u670d\u52a1\u53ef\u7528\u6027\u7b49\uff0c\u4e1a\u52a1\u76d1\u63a7\u6307\u6807\u5982\u5927\u989d\u6d41\u6c34\u3001\u6d41\u6c34\u533a\u57df\u3001\u6d41\u6c34\u660e\u7ec6\u3001\u8bf7\u6c42\u7b14\u6570\u3001\u54cd\u5e94\u65f6\u95f4\u3001\u54cd\u5e94\u7b14\u6570\u7b49\uff0c\u7cfb\u7edf\u76d1\u63a7\u6307\u6807\u5982\uff1aCPU\u8d1f\u8f7d\u3001\u5185\u5b58\u8d1f\u8f7d\u3001\u78c1\u76d8\u8d1f\u8f7d\u3001\u7f51\u7edcIO\u3001\u78c1\u76d8IO\u3001tcp\u8fde\u63a5\u6570\u3001\u8fdb\u7a0b\u6570\u7b49\u3002<\/p>\n<p>\u4ece\u91c7\u96c6\u65b9\u5f0f\u6765\u8bf4\u901a\u5e38\u53ef\u4ee5\u5206\u4e3a\u63a5\u53e3\u91c7\u96c6\u3001\u5ba2\u6237\u7aefagent\u91c7\u96c6\u3001\u901a\u8fc7\u7f51\u7edc\u534f\u8bae\u4e3b\u52a8\u6293\u53d6\uff08http\u3001snmp\u7b49\uff09<\/p>\n<p><strong>\u6570\u636e\u5b58\u50a8<\/strong>\u91c7\u96c6\u5230\u7684\u6570\u636e\u4e00\u822c\u90fd\u4f1a\u5b58\u50a8\u5230\u6587\u4ef6\u7cfb\u7edf\uff08\u5982HDFS\uff09\u3001\u7d22\u5f15\u7cfb\u7edf\uff08\u5982elasticsearch\uff09\u3001\u6307\u6807\u5e93\uff08\u5982influxdb\uff09\u3001\u6d88\u606f\u961f\u5217\uff08\u5982kafka\uff0c\u505a\u6d88\u606f\u4e34\u65f6\u5b58\u50a8\u6216\u8005\u7f13\u51b2\uff09\u3001\u6570\u636e\u5e93\uff08\u5982mysql\uff09<\/p>\n<p><strong>\u6570\u636e\u5206\u6790<\/strong>\u9488\u5bf9\u91c7\u96c6\u5230\u7684\u6570\u636e\uff0c\u8fdb\u884c\u6570\u636e\u7684\u5904\u7406\u3002\u5904\u7406\u5206\u4e24\u7c7b\uff1a\u5b9e\u65f6\u5904\u7406\u548c\u6279\u5904\u7406\u3002\u6280\u672f\u5305\u62ecMap\/Reduce\u8ba1\u7b97\u3001\u5168\u65e5\u5fd7\u68c0\u7d22\u3001\u6d41\u5f0f\u8ba1\u7b97\u3001\u6307\u6807\u8ba1\u7b97\u7b49\uff0c\u91cd\u70b9\u662f\u6839\u636e\u4e0d\u540c\u7684\u573a\u666f\u9700\u6c42\u9009\u62e9\u4e0d\u540c\u7684\u8ba1\u7b97\u65b9\u5f0f\u3002<\/p>\n<p><strong>\u6570\u636e\u5c55\u73b0<\/strong>\u5c06\u5904\u7406\u7684\u7ed3\u679c\u8fdb\u884c\u56fe\u8868\u5c55\u73b0\uff0c\u5728\u591a\u5c4f\u65f6\u4ee3\uff0c\u8de8\u8bbe\u5907\u7684\u652f\u6301\u5fc5\u4e0d\u53ef\u5c11\u3002<\/p>\n<p><strong>\u9884\u8b66<\/strong>\u5982\u679c\u5728\u6570\u636e\u5904\u7406\u8fc7\u7a0b\u53d1\u73b0\u4e86\u95ee\u9898\uff0c\u5219\u9700\u8981\u8fdb\u884c\u5f02\u5e38\u7684\u5206\u6790\u3001\u98ce\u9669\u7684\u9884\u4f30\u4ee5\u53ca\u4e8b\u4ef6\u7684\u89e6\u53d1\u6216\u544a\u8b66\u3002<\/p>\n<p><strong>CMDB(\u4f01\u4e1a\u8f6f\u786c\u4ef6\u8d44\u4ea7\u7ba1\u7406)<\/strong><\/p>\n<p>CMDB\u5728\u7edf\u4e00\u76d1\u63a7\u5e73\u53f0\u4e2d\u662f\u5f88\u91cd\u8981\u7684\u4e00\u73af\uff0c\u76d1\u63a7\u6e90\u867d\u7136\u79cd\u7c7b\u7e41\u591a\uff0c\u4f46\u662f\u4ed6\u4eec\u5927\u90fd\u6709\u7740\u5173\u7cfb\uff0c\u5982\u5e94\u7528\u8fd0\u884c\u5728\u8fd0\u884c\u73af\u5883\u4e2d\uff0c\u5e94\u7528\u7684\u6b63\u5e38\u8fd0\u884c\u53c8\u4f9d\u8d56\u7f51\u7edc\u548c\u5b58\u50a8\u8bbe\u5907\uff0c\u4e00\u4e2a\u5e94\u7528\u4e5f\u4f1a\u4f9d\u8d56\u4e8e\u5176\u4ed6\u7684\u5e94\u7528\uff08\u4e1a\u52a1\u4f9d\u8d56\uff09\uff0c\u4e00\u65e6\u5176\u4e2d\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u4e86\u95ee\u9898\uff0c\u90fd\u4f1a\u5bfc\u81f4\u5e94\u7528\u7684\u4e0d\u53ef\u7528\u3002CMDB\u9664\u4e86\u5b58\u50a8\u8f6f\u786c\u4ef6\u8d44\u4ea7\u5916\uff0c\u8fd8\u8981\u5b58\u50a8\u8fd9\u6837\u4e00\u4efd\u8d44\u4ea7\u95f4\u7684\u5173\u8054\u5173\u7cfb\uff0c\u4e00\u4e2a\u8d44\u4ea7\u53d1\u751f\u4e86\u6545\u969c\uff0c\u8981\u80fd\u6839\u636e\u8fd9\u4e2a\u5173\u7cfb\u8fc5\u901f\u5f97\u77e5\u54ea\u4e9b\u5176\u4ed6\u7684\u8d44\u4ea7\u4f1a\u88ab\u5f71\u54cd\uff0c\u7136\u540e\u9010\u4e00\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<p>\u4e09\u3001\u65e5\u5fd7\u76d1\u63a7\u7684\u6280\u672f\u6808<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160437_68336.jpg\" alt=\"\" \/><\/p>\n<p>\u65e2\u7136\u524d\u9762\u8bb2\u4e86\u6574\u4e2a\u76d1\u63a7\u7cfb\u7edf\u7684\u67b6\u6784\uff0c\u4e0b\u9762\u5c31\u6309\u7167\u67b6\u6784\u4e2d\u7684\u89d2\u8272\u6765\u5206\u7c7b\u770b\u770b\u6709\u54ea\u4e9b\u5e38\u7528\u7684\u5f00\u6e90\u6280\u672f\u3002\u7531\u4e8e\u7bc7\u5e45\u539f\u56e0\uff0c\u8fd9\u91cc\u65e0\u6cd5\u8be6\u7ec6\u63cf\u8ff0\u6bcf\u4e00\u4e2a\u6280\u672f\u7684\u7ec6\u8282\uff0c\u5927\u5bb6\u611f\u5174\u8da3\u7684\u8bdd\uff0c\u53ef\u4ee5\u4e00\u4e00\u4e86\u89e3\u4e0b\u3002<\/p>\n<p><strong>\u65e5\u5fd7\u6e90<\/strong><\/p>\n<p>\u9996\u5148\u8c08\u8c08\u65e5\u5fd7\u7684\u6765\u6e90\uff0c\u65e5\u5fd7\u7684\u4e00\u822c\u5b58\u50a8\u5728\u4e09\u4e2a\u4f4d\u7f6e\uff1a\u6570\u636e\u5e93\u3001\u64cd\u4f5c\u7cfb\u7edf\u65e5\u5fd7\u3001\u65e5\u5fd7\u6587\u4ef6\u3002\u4e00\u822c\u64cd\u4f5c\u65e5\u5fd7\u4f1a\u4e60\u60ef\u4e8e\u5b58\u50a8\u5728\u6570\u636e\u5e93\u4e2d\uff0c\u5728\u8fd9\u91cc\u6682\u4e14\u4e0d\u63d0\u3002Syslog\u3001Rsyslog\u3001Journald\u90fd\u662flinux\u7cfb\u7edf\u7684\u65e5\u5fd7\u670d\u52a1\u3002<\/p>\n<p>syslog \u5b88\u62a4\u8fdb\u7a0b\u7684\u4efb\u52a1\u662f\u8bb0\u5f55\u7cfb\u7edf\u65e5\u5fd7\u3002\u5b83\u4ece\u5e94\u7528\u7a0b\u5e8f\u548c\u670d\u52a1\u4e2d\u83b7\u53d6\u683c\u5f0f\u5404\u5f02\u7684\u65e5\u5fd7\u6d88\u606f\u5e76\u4fdd\u5b58\u5230\u78c1\u76d8\u4e0a\uff0c\u6d88\u606f\u7684\u5143\u6570\u636e\u662f\u7ec4\u4ef6\u540d\u3001\u4f18\u5148\u7ea7\u3001\u65f6\u95f4\u6233\u3001\u8fdb\u7a0b\u6807\u7b7e\u548c PID\uff0c\u65e5\u5fd7\u683c\u5f0f\u5f88\u662f\u5bbd\u6cdb\uff0c\u6ca1\u6709\u5b9a\u4e49\u7ed3\u6784\u5316\u7684\u683c\u5f0f\uff0c\u6240\u4ee5\u7cfb\u7edf\u7684\u5206\u6790\u548c\u65e5\u5fd7\u6d88\u606f\u5904\u7406\u4e5f\u5c31\u53d8\u5f97\u5341\u5206\u6df7\u4e71\uff0c\u540c\u65f6\u6027\u80fd\u548c\u5176\u4ed6\u7684\u4e00\u4e9b\u7f3a\u70b9\u968f\u7740\u65f6\u95f4\u63a8\u79fb\u4e5f\u6162\u6162\u88ab\u653e\u5927\uff0c\u540e\u6765\u6162\u6162\u88abRsyslog\u6240\u53d6\u4ee3\u3002<\/p>\n<p>Rsyslog\u53ef\u4ee5\u8bf4\u662fSyslog\u7684\u5347\u7ea7\u7248\uff0c\u5b83\u6db5\u76d6SysLog\u7684\u5e38\u7528\u529f\u80fd\uff0c\u4e0d\u8fc7\u5728\u529f\u80fd\u548c\u6027\u80fd\u4e0a\u66f4\u4e3a\u51fa\u8272\u3002<\/p>\n<p>Red Hat Enterprise Linux 7\u4e0eSUSE Linux Enterprise Server 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decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160451_88827.jpg\" alt=\"\" \/><\/p>\n<p>\u5173\u4e8e\u5206\u5e03\u5f0f\u961f\u5217\u8fd9\u91cc\u5c31\u4e0d\u8be6\u7ec6\u8bb2\u89e3\u4e86\uff0c\u5e38\u7528\u6709kafka\uff0crabbitmq\uff0czeromq\u7b49\u3002<\/p>\n<p><strong>\u6570\u636e\u5b58\u50a8&amp;\u5206\u6790<\/strong><\/p>\n<p>\u5b58\u50a8\u548c\u5206\u6790\u606f\u606f\u76f8\u5173\uff0c\u76d1\u63a7\u6570\u636e\u7684\u5904\u7406\u901a\u5e38\u5206\u4e3a\u5b9e\u65f6\u5904\u7406\u548c\u975e\u5b9e\u65f6\u5904\u7406\uff08\u5982\u5927\u6570\u636e\u7684\u6279\u5904\u7406\u6846\u67b6hadoop\u7b49\uff09\uff0c\u5982Elasticsearch\u5c31\u662f\u4e00\u4e2a\u5b9e\u65f6\u7684\u5206\u5e03\u5f0f\u641c\u7d22\u548c\u5206\u6790\u5f15\u64ce\uff0c\u5b83\u53ef\u4ee5\u7528\u4e8e\u5168\u6587\u641c\u7d22\uff0c\u7ed3\u6784\u5316\u641c\u7d22\u4ee5\u53ca\u5206\u6790\u3002<\/p>\n<p>\u9664\u4e86ES\u5916\uff0c\u8fd8\u6709\u4e00\u4e9b\u6d41\u5f0f\u5927\u6570\u636e\u5904\u7406\u6846\u67b6\u53ef\u4ee5\u505a\u5230\u5b9e\u65f6\u6216\u8005\u51c6\u5b9e\u65f6\u7684\u5904\u7406\u5927\u6570\u636e\u6d41\u3002\u5982Spark\u548cStorm\u3002\u5173\u4e8e\u5927\u6570\u636e\u5904\u7406\u7684\u5185\u5bb9\u56e0\u4e3a\u672c\u4eba\u4e5f\u6ca1\u6709\u591a\u5c11\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u5c31\u4e0d\u5728\u6b64\u591a\u505a\u5206\u4eab\u4e86\u3002\u540e\u9762\u4e3b\u8981\u8fd8\u662f\u9488\u5bf9\u4e8eElasticsearch\u8fd9\u4e00\u6846\u67b6\u8fdb\u884c\u4ecb\u7ecd\u3002<\/p>\n<p><strong>\u6570\u636e\u5c55\u73b0<\/strong>Kibana\u548cElasticsearch\u53ef\u4ee5\u8bf4\u662f\u65e0\u7f1d\u8854\u63a5\uff0c\u518d\u52a0\u4e0aLogstash\uff0c\u7ec4\u6210\u7684ELK\u8d6b\u8d6b\u6709\u540d\uff0c\u5f88\u591a\u4f01\u4e1a\u90fd\u4f1a\u76f4\u63a5\u91c7\u7528\u8fd9\u4e00\u79cd\u6846\u67b6\u3002<\/p>\n<p>Kibana\u786e\u5b9e\u4e5f\u80fd\u6ee1\u8db3\u5927\u90e8\u5206\u7684\u76d1\u63a7\u9700\u6c42\uff0c\u4f46\u662f\u5176\u6bd5\u7adf\u53ea\u80fd\u4f9d\u9760\u73b0\u6709\u7684\u6570\u636e\u8fdb\u884c\u5c55\u73b0\uff0c\u5982\u679c\u9700\u8981\u548c\u5916\u90e8\u6570\u636e\u7ed3\u5408\u5904\u7406\uff0c\u5c31\u4f1a\u65e0\u6cd5\u6ee1\u8db3\u4e86\uff0c\u5e76\u4e14\u5728\u81ea\u5df1\u6784\u5efa\u4e00\u4e2a\u7edf\u4e00\u76d1\u63a7\u5e73\u53f0\u65f6\uff0c\u9700\u8981\u5c06\u65e5\u5fd7\u548c\u6027\u80fd\u7b49\u76d1\u63a7\u6570\u636e\u7ed3\u5408CMDB\u3001\u9884\u8b66\u4e2d\u5fc3\u3001\u7b49\u7edf\u4e00\u5c55\u73b0\uff0c\u6240\u4ee5\u5bf9\u4e8ekibana\u7684\u66ff\u6362\u5c31\u65e0\u6cd5\u907f\u514d\u4e86\u3002\u6211\u4eec\u662f\u901a\u8fc7\u4f7f\u7528JAVA\u53bb\u67e5\u8be2Elasticsearch\u7684\u6570\u636e\uff0c\u7ed3\u5408\u5176\u4ed6\u6570\u636e\u7edf\u4e00\u5206\u6790\uff0c\u5c06\u5c55\u73b0\u7684\u7ed3\u679c\u8fdb\u884c\u6eda\u52a8\u5c55\u73b0\u6216\u8005\u7528\u56fe\u8868\u663e\u793a\u3002<\/p>\n<p>\u56db\u3001ELK-\u65e5\u5fd7\u76d1\u63a7\u7ecf\u5178\u65b9\u6848<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160504_40540.jpg\" alt=\"\" \/><\/p>\n<p>ELK stack \uff1a\u662f\u4e00\u4e2a\u5b9e\u65f6\u7684\u5206\u5e03\u5f0f\u641c\u7d22\u548c\u5206\u6790\u5f15\u64ce\uff0c\u5b83\u53ef\u4ee5\u7528\u4e8e\u5168\u6587\u641c\u7d22\uff0c\u7ed3\u6784\u5316\u641c\u7d22\u4ee5\u53ca\u5206\u6790\u3002\u4ee5Elasticsearch\u3001Logstash\u3001Kibana\u7ec4\u6210\u7684\u6570\u636e\u5904\u7406\u5de5\u5177\u94fe,\u5728\u5b9e\u65f6\u6570\u636e\u68c0\u7d22\u548c\u5206\u6790\u573a\u5408\uff0c\u4e09\u8005\u901a\u5e38\u662f\u914d\u5408\u5171\u7528\uff0c\u800c\u4e14\u53c8\u90fd\u5148\u540e\u5f52\u4e8e\u00a0Elastic.co\u00a0\u516c\u53f8\u540d\u4e0b\uff0c\u6545\u6709\u6b64\u7b80\u79f0\u3002<\/p>\n<p>\u4f18\u70b9\uff1a<\/p>\n<p>\u5904\u7406\u65b9\u5f0f\u7075\u6d3b\uff1aElasticsearch\u662f\u5b9e\u65f6\u5168\u6587\u68c0\u7d22\uff0c\u4e0d\u9700\u8981\u50cfstorm\u90a3\u6837\u9884\u5148\u7f16\u7a0b\u624d\u80fd\u4f7f\u7528\u3002<\/p>\n<p>\u914d\u7f6e\u7b80\u6613\u4e0a\u624b\uff1aElasticsearch\u5168\u90e8\u91c7\u7528JSON\u63a5\u53e3\uff0cLogStash\u662fRuby DSL\u8bbe\u8ba1\uff0c\u90fd\u662f\u76ee\u524d\u4e1a\u754c\u6700\u901a\u7528\u7684\u914d\u7f6e\u8bed\u6cd5\u8bbe\u8ba1\u3002<\/p>\n<p>\u68c0\u7d22\u6027\u80fd\u9ad8\u6548\uff1aElasticsearch\u7684\u4f18\u79c0\u8bbe\u8ba1\u548c\u5b9e\u73b0\u57fa\u672c\u53ef\u4ee5\u8fbe\u5230\u767e\u4ebf\u7ea7\u6570\u636e\u67e5\u8be2\u7684\u79d2\u7ea7\u54cd\u5e94\u3002<\/p>\n<p>\u96c6\u7fa4\u7ebf\u6027\u6269\u5c55\uff1a\u4e0d\u7ba1\u662fElasticsearch\u96c6\u7fa4\u8fd8\u662fLogstash\u96c6\u7fa4\u90fd\u662f\u53ef\u4ee5\u7ebf\u6027\u6269\u5c55\u7684\u3002<\/p>\n<p>\u524d\u7aef\u5c55\u73b0\u7eda\u4e3d\uff1aKibana\u4e3a Elasticsearch \u63d0\u4f9b\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684 Web \u5e73\u53f0\u3002\u5b83\u53ef\u4ee5\u5728 Elasticsearch \u7684\u7d22\u5f15\u4e2d\u67e5\u627e\uff0c\u4ea4\u4e92\u6570\u636e\uff0c\u5e76\u751f\u6210\u5404\u79cd\u7ef4\u5ea6\u7684\u8868\u56fe\u3002<\/p>\n<p>\u5f00\u6e90\uff1a\u4e09\u4e2a\u8f6f\u4ef6\u5168\u90e8\u5f00\u6e90\uff0c\u4fbf\u4e8e\u81ea\u4e3b\u638c\u63a7\u3002<\/p>\n<p>\u4e09\u4e2a\u5de5\u5177\u76f8\u4e92\u7d27\u5bc6\u7ed3\u5408\uff1a\u7531\u540c\u4e00\u4e2a\u516c\u53f8\u63d0\u4f9b\uff0c\u5e76\u4e14\u4f5c\u4e3a\u4e00\u5957\u89e3\u51b3\u65b9\u6848ELK Stack\u5bf9\u5916\u63d0\u4f9b\uff0c\u4e0d\u7ba1\u662f\u90e8\u7f72\u8fd8\u662f\u529f\u80fd\u7684\u6574\u5408\uff0c\u4e09\u8005\u65e0\u7f1d\u8854\u63a5\uff0c\u4fbf\u4e8e\u5b89\u88c5\u548c\u4f7f\u7528\u3002<\/p>\n<p><strong>Logstash<\/strong><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160520_82268.jpg\" alt=\"\" \/><\/p>\n<p>logstash\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u3001\u670d\u52a1\u7aef\u7684\u6570\u636e\u6d41\u8f6c\u7ba1\u9053\uff0c\u652f\u6301\u4ece\u591a\u4e2a\u76ee\u6807\u4e2d\u6536\u53d6\u6570\u636e\u3001\u8f6c\u6362\u5e76\u4e14\u53d1\u9001\uff0c\u5728logstash\u4e2d\uff0c\u5305\u542b\u4e09\u4e2a\u9636\u6bb5\uff1ainputs\u3001filters\u3001outputs\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160540_66967.jpg\" alt=\"\" \/><\/p>\n<p>Inputs\u7528\u6765\u4ea7\u751f\u4e8b\u4ef6\u6570\u636e\uff0cFilters\u7528\u6765\u5b9a\u4e49\u3001\u8fc7\u6ee4\u6570\u636e\u4e8b\u4ef6\uff0coutputs\u7528\u6765\u628a\u4e8b\u4ef6\u6570\u636e\u53d1\u9001\u5230\u5916\u90e8\u3002Inputs\u548cOutputs\u652f\u6301\u901a\u8fc7codecs\u5728\u7ba1\u9053\u4e2d\u5bf9\u6570\u636e\u8fdb\u884c\u7f16\u7801\u548c\u53cd\u7f16\u7801\u3002Logstash\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u63d2\u4ef6\u673a\u5236\uff0c\u6bcf\u4e00\u4e2a\u89d2\u8272\u90fd\u5305\u542b\u4e86\u591a\u79cd\u63d2\u4ef6\uff0c\u6613\u4e8e\u6269\u5c55\u548c\u9009\u62e9\u3002\u6bd4\u8f83\u5178\u578b\u7684\u63d2\u4ef6\u5982\u4e0b\uff1a<\/p>\n<p>Input plugins\uff1abeats\u3001file\u3001syslog\u3001http\u3001kafka\u3001github\u3001jmx\u3001\u2026<\/p>\n<p>Filter plugins\uff1agrok\u3001json\u3001csv\u3001\u2026<\/p>\n<p>Output plugins\uff1afile\u3001http\u3001jira\u3001kafka\u3001elasticsearch\u3001mongodb\u3001opentsdb\u3001rabbitmq\u3001zeromq\u3001\u2026<\/p>\n<p>Codec plugins\uff1ajson\u3001msgpack\u3001plain\u3001\u2026<\/p>\n<p>\u82e5\u60f3\u4e86\u89e3\u66f4\u591a\u5173\u4e8elogstash\u7684\u63d2\u4ef6\uff0c\u53ef\u4ee5\u5230\u5b98\u7f51\u53bb\u81ea\u884c\u4e86\u89e3\uff1ahttps:\/\/www.elastic.co\/guide\/en\/logstash\/5.2\/index.html<\/p>\n<p><strong>Elasticsearch<\/strong><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160600_77009.jpg\" alt=\"\" \/><\/p>\n<p>Elasticsearch\u00a0\u662f\u4e00\u4e2a\u5b9e\u65f6\u7684\u5206\u5e03\u5f0f\u641c\u7d22\u548c\u5206\u6790\u5f15\u64ce\uff0c\u5b83\u53ef\u4ee5\u7528\u4e8e\u5168\u6587\u641c\u7d22\uff0c\u7ed3\u6784\u5316\u641c\u7d22\u4ee5\u53ca\u5206\u6790\u3002\u5b83\u662f\u4e00\u4e2a\u5efa\u7acb\u5728\u5168\u6587\u641c\u7d22\u5f15\u64ce\u00a0Apache\u00a0Lucene\u00a0\u57fa\u7840\u4e0a\u7684\u641c\u7d22\u5f15\u64ce\uff0c\u4f7f\u7528\u00a0Java\u00a0\u8bed\u8a00\u7f16\u5199\u3002\u636e\u8bf4Elasticsearch\u6700\u521d\u7684\u76ee\u7684\u53ea\u662f\u4e3a\u4e86\u7ed9\u4f5c\u8005\u5f53\u65f6\u6b63\u5728\u5b66\u53a8\u5e08\u7684\u59bb\u5b50\u505a\u4e00\u4e2a\u83dc\u8c31\u7684\u641c\u7d22\u5f15\u64ce\uff0c\u4e0d\u8fc7\u5230\u76ee\u524d\u8fd9\u4e2a\u83dc\u8c31\u641c\u7d22\u5f15\u64ce\u4ecd\u7136\u6ca1\u6709\u9762\u4e16\u3002<\/p>\n<p>\u4e3b\u8981\u7279\u70b9\u5982\u4e0b\uff1a<\/p>\n<p>\u5b9e\u65f6\u5206\u6790<\/p>\n<p>\u5206\u5e03\u5f0f\u5b9e\u65f6\u6587\u4ef6\u5b58\u50a8\uff0c\u5e76\u5c06\u6bcf\u4e00\u4e2a\u5b57\u6bb5\u90fd\u7f16\u5165\u7d22\u5f15<\/p>\n<p>\u6587\u6863\u5bfc\u5411\uff0c\u6240\u6709\u7684\u5bf9\u8c61\u5168\u90e8\u662f\u6587\u6863<\/p>\n<p>\u9ad8\u53ef\u7528\u6027\uff0c\u6613\u6269\u5c55\uff0c\u652f\u6301\u96c6\u7fa4\uff08Cluster\uff09\u3001\u5206\u7247\u548c\u590d\u5236\uff08Shards\u00a0\u548c\u00a0Replicas\uff09<\/p>\n<p>\u63a5\u53e3\u53cb\u597d\uff0c\u652f\u6301\u00a0JSON<\/p>\n<p>\u68c0\u7d22\u6027\u80fd\u5f3a\u5927\uff0cES\u57fa\u4e8elucene,\u5bf9\u4e8e\u6bcf\u4e2a\u65b0\u5199\u5165\u7684\u6570\u636e\uff0c\u4f1a\u9488\u5bf9\u4e8e\u6bcf\u4e2a\u5b57\u6bb5\u90fd\u521b\u5efa\u7d22\u5f15<\/p>\n<p><strong>Kibana<\/strong><img decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160610_12129.jpg\" alt=\"\" \/><\/p>\n<p>\u5982\u5b98\u7f51\u6240\u8ff0\uff0cKibana\u662fELK\u7684\u7a97\u53e3\uff0c\u4e13\u95e8\u9488\u5bf9\u4e8eElasticsearch\u8fdb\u884c\u6570\u636e\u5206\u6790\u5c55\u73b0\u3002\u5b83\u63d0\u4f9b\u7684\u8bf8\u5982\u9762\u677f\u3001\u4eea\u8868\u76d8\u3001\u53ef\u89c6\u5316\u529f\u80fd\u7b49\u80fd\u529b\uff0c\u57fa\u672c\u4e0a\u627f\u8f7d\u4e86\u5bf9es\u7684\u67e5\u8be2\u548c\u5206\u6790\u80fd\u529b\u3002<\/p>\n<p>\u4e94\u3001\u5fae\u670d\u52a1+\u5bb9\u5668\u4e91\u80cc\u666f\u4e0b\u7684\u65e5\u5fd7\u76d1\u63a7\u5b9e\u8df5<\/p>\n<p>Journald+fluentd+elasticsearch<\/p>\n<p>\u4e0b\u9762\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u4e0b\u6211\u4eec\u5728\u5fae\u670d\u52a1+\u5bb9\u5668\u4e91\u80cc\u666f\u4e0b\u7684\u65e5\u5fd7\u76d1\u63a7\u5b9e\u8df5\uff0c\u9996\u5148\u8981\u4ecb\u7ecd\u4e0b\u6211\u4eec\u7684DevOps\u5e73\u53f0\u67b6\u6784\uff0c\u5e73\u53f0\u8fd0\u884c\u5728\u7531kubernetes+docker\u6784\u5efa\u7684\u5bb9\u5668\u4e91\u4e2d\uff0ckubernetes\u3001docker\u7b49\u670d\u52a1\u8fd0\u884c\u5728IaaS\u5e73\u53f0\u4e0a\uff08\u6211\u4eec\u7684\u751f\u4ea7\u73af\u5883\u662f\u963f\u91cc\u4e91\uff09\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160623_65696.jpg\" alt=\"\" \/><\/p>\n<p>\u6211\u4eec\u7684\u76d1\u63a7\u7cfb\u7edf\u5728\u9009\u578b\u65f6\uff0c\u4e5f\u662f\u7ea0\u7ed3\u4e86\u597d\u4e45\u3002\u6211\u4eec\u7684\u9700\u6c42\u6765\u81ea\u4e8e\u591a\u65b9\u9762\u7684\uff0c\u4e00\u65b9\u9762\u8981\u5bf9\u7cfb\u7edf\u670d\u52a1\u7684\u65e5\u5fd7\u8fdb\u884c\u76d1\u63a7\uff08\u5728\u865a\u62df\u673a\u4e2d\uff09\uff0c\u5982kubernetes\u3001etcd\u7b49\u670d\u52a1\u7684\u65e5\u5fd7\uff0c\u53e6\u4e00\u65b9\u9762\u8981\u5bf9\u5e94\u7528\u3001\u6570\u636e\u5e93\u3001redis\u7b49\u5176\u4ed6\u8f6f\u4ef6\u7684\u65e5\u5fd7\u8fdb\u884c\u76d1\u63a7\uff08\u5728\u5bb9\u5668\u4e2d\uff09\u3002<\/p>\n<p>\u8003\u8651\u5230\u7edf\u4e00\u65e5\u5fd7\u6e90\uff0c\u6211\u4eec\u6700\u7ec8\u51b3\u5b9a\u8ba9\u6240\u6709\u7684\u65e5\u5fd7\u90fd\u8f93\u5165\u5230\u7cfb\u7edf\u65e5\u5fd7journald\u4e2d\uff0c\u7531journald\u4f5c\u4e3a\u7edf\u4e00\u5bf9\u5916\u65e5\u5fd7\u53d1\u9001\u6765\u6e90\u3002UMC\u7cfb\u7edf\u7684\u65e5\u5fd7\u76d1\u63a7\u67b6\u6784\u5982\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.primeton.com\/uploads\/image\/20170217\/20170217160633_95219.jpg\" alt=\"\" \/><\/p>\n<p>\u8dd1\u5728\u5bb9\u5668\u4e2d\u7684\u5e94\u7528\u3001\u6570\u636e\u5e93\u7b49\u8f6f\u4ef6\u90fd\u4f1a\u628a\u65e5\u5fd7\u843d\u5230\u5bb9\u5668\u65e5\u5fd7\uff08docker\u65e5\u5fd7\uff09\uff0c\u7136\u540e\u5728docker\u7cfb\u7edf\u670d\u52a1\u4e0a\u8fdb\u884c\u914d\u7f6e\uff0c\u5c06docker\u5bb9\u5668\u65e5\u5fd7\u8f93\u51fa\u5230\u7cfb\u7edf\u65e5\u5fd7\u670d\u52a1journald\u4e2d\u3002\u8fd9\u6837\uff0c\u5bb9\u5668\u4e2d\u7684\u65e5\u5fd7\u5c31\u7edf\u4e00\u5230\u4e86\u7cfb\u7edf\u65e5\u5fd7\u4e2d\u3002\u9488\u5bf9\u4e8e\u8fd0\u884c\u5728\u865a\u62df\u673a\u4e0a\u7684\u7cfb\u7edf\u8f6f\u4ef6\uff0c\u5982kubernetes\u3001etcd\u7b49\uff0c\u914d\u7f6e\u6210\u7cfb\u7edf\u670d\u52a1service\uff0c\u4f7f\u7528systemd\u7ba1\u7406\uff0c\u81ea\u7136\u4e5f\u5c31\u505a\u5230\u4e86\u5c06\u5176\u65e5\u5fd7\u8f93\u5165\u5230journald\u4e2d\u3002<\/p>\n<p>\u518d\u5f80\u4e0a\u5c31\u6bd4\u8f83\u7b80\u5355\u4e86\uff0c\u81ea\u5b9e\u73b0\u4e00\u4e2aagent\uff0c\u8bfb\u53d6journald\u4e2d\u7684\u65e5\u5fd7\uff0c\u901a\u8fc7tcp\u534f\u8bae\u53d1\u9001\u5230fluentd\u4e2d\uff0c\u8003\u8651\u5230\u73b0\u5728\u7684\u65e5\u5fd7\u91cf\u5e76\u4e0d\u4f1a\u592a\u5927\uff0c\u6240\u4ee5\u6ca1\u6709\u518d\u4f7f\u7528kafka\u8fdb\u884c\u7f13\u51b2\uff0c\u800c\u662f\u76f4\u63a5\u7ecf\u8fc7fluentd\u7684\u62e6\u622a\u548c\u8fc7\u6ee4\uff0c\u5c06\u65e5\u5fd7\u53d1\u9001\u5230Elasticsearch\u4e2d\u3002<\/p>\n<p><strong>\u4e3a\u4ec0\u4e48\u9009\u62e9Fluentd\u800c\u4e0d\u662f\u9009\u62e9logstash\uff1f<\/strong><\/p>\n<p>logstash\u63d2\u4ef6\u76f8\u5f53\u4e30\u5bcc\uff0c\u4f46\u662ffluentd\u7684\u63d2\u4ef6\u5df2\u7ecf\u80fd\u6ee1\u8db3\u8981\u6c42\u4e86<\/p>\n<p>Logstash\u662fJRuby\u8bed\u8a00\u5b9e\u73b0\u7684\uff0c\u4f9d\u8d56jvm\u8fd0\u884c\uff0c\u5185\u5b58\u5360\u7528\u8f83\u9ad8\uff0c\u6027\u80fd\u4e5f\u6bd4\u8f83\u5dee<\/p>\n<p>\u6211\u4eec\u7684\u65e5\u5fd7\u4e3b\u8981\u6765\u6e90\u8fd8\u662fdocker\uff0cFluentd\u7684\u65b9\u6848\u4e0eLogstash\u5dee\u4e0d\u591a\uff0c\u4f46\u662f\u5b83\u53ef\u4ee5\u7701\u6389Indexer\u8fd9\u5c42\uff0c\u800c\u4e14\u5b83\u7684\u6838\u5fc3\u4ee3\u7801\u662fC++\u5199\u7684\uff0c\u4ece\u6548\u7387\u4e0a\u8bf4\u4f1a\u6bd4Logstash\u9ad8\u5f88\u591a\u3002Fluentd\u662f\u9664\u4e86Splunk\u4ee5\u5916\u552f\u4e00\u4e00\u4e2a\u5728Docker\u5b98\u65b9\u65e5\u5fd7\u9a71\u52a8\u91cc\u9762\u7684\u5de5\u5177\u3002Fluentd\u5219\u4e0d\u4ec5\u652f\u6301Logstash\u90a3\u79cd\u6587\u4ef6\u7684\u65b9\u5f0f\u53bb\u641c\u96c6\u65e5\u5fd7\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7Docker\u7684Fluentd 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