{"id":10006097,"date":"2022-08-03T15:58:17","date_gmt":"2022-08-03T07:58:17","guid":{"rendered":"https:\/\/ityet.com\/?p=10006097"},"modified":"2022-08-03T15:58:17","modified_gmt":"2022-08-03T07:58:17","slug":"%e8%a1%8c%e4%b8%9a-saas-%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%a8%b3%e5%ae%9a%e6%80%a7%e4%bf%9d%e9%9a%9c%e5%ae%9e%e6%88%98","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10006097","title":{"rendered":"\u884c\u4e1a SaaS \u5fae\u670d\u52a1\u7a33\u5b9a\u6027\u4fdd\u969c\u5b9e\u6218"},"content":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0\u5bf9\u4e8eTob\u4f01\u4e1a\u800c\u8a00\uff0c\u7a33\u5b9a\u6027\u5373\u662f\u751f\u547d\u7ebf\u3002\u90a3\u4e48\uff0c\u9762\u5bf9\u5546\u6237\u6570\u76ee\u66b4\u589e\uff0c C 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decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262277\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>F6 \u6c7d\u8f66\u79d1\u6280\u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u6c7d\u8f66\u540e\u5e02\u573a\u4fe1\u606f\u5316\u5efa\u8bbe\u7684\u4e92\u8054\u7f51\u5e73\u53f0\u516c\u53f8\uff0c\u76ee\u524d\u5904\u4e8e\u884c\u4e1a\u5185\u5934\u90e8\u4f4d\u7f6e\u3002\u968f\u7740\u4e1a\u52a1\u84ec\u52c3\u53d1\u5c55\uff0cF6 \u652f\u6301\u7684\u5546\u6237\u6570\u76ee\u77ed\u65f6\u95f4\u5185\u66b4\u589e\u6570\u5341\u500d\uff0c\u540c\u65f6\u4e5f\u9010\u6b65\u5f00\u5c55\u4e86\u9762\u5411\u6280\u5e08\u7b49 C \u7aef\u573a\u666f\u7684\u4e1a\u52a1\uff0c\u6bd4\u5982 Vin \u7801\u89e3\u6790\u3001\u6570\u636e\u67e5\u8be2\u7b49\uff0c\u5bf9\u4e8e\u7a33\u5b9a\u6027\u7684\u8981\u6c42\u663e\u8457\u63d0\u9ad8\u3002\u00a0\u5eb7\u5a01\u5b9a\u5f8b\u7684\u4f5c\u7528<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262278\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262279\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u5eb7\u5a01\u5b9a\u5f8b\u662f IT 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\u7684\u62a5\u8b66\u7cfb\u7edf ElastAlert \u7ec4\u4ef6\uff0c\u4e3b\u8981\u529f\u80fd\u662f\u4ece ES \u4e2d\u67e5\u8be2\u51fa\u5339\u914d\u89c4\u5219\uff0c\u5bf9\u76f8\u5173\u7c7b\u578b\u6570\u636e\u8fdb\u884c\u62a5\u8b66\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262284\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u4e0a\u56fe\u63cf\u8ff0\u4e86\u901a\u8fc7\u65e5\u5fd7\u6536\u96c6\u8fdb\u884c\u65e5\u5e38\u67e5\u8be2\u7684\u601d\u8def\u3002\u6bd4\u5982\u7814\u53d1\u4eba\u5458\u4f1a\u901a\u8fc7 pipeling \u67e5\u8be2\u7ebf\u4e0a\u65e5\u5fd7\uff0cElastAlert \u901a\u8fc7\u5339\u914d\u89c4\u5219\u544a\u8b66\u83b7\u53d6\u5230 ES \u65e5\u5fd7\u4e2d\u53d1\u6398\u51fa\u6765\u5f02\u5e38\u6570\u636e\uff0ckibana \u53ef\u4ee5\u8fdb\u884c\u67e5\u8be2\uff0c\u4e5f\u53ef\u4ee5\u4f18\u5148\u5b9a\u4f4d\u51fa\u7cfb\u7edf\u4e2d\u53d1\u751f\u7684\u5f02\u5e38\u3002\u00a0\u67b6\u6784\u5347\u7ea7+\u53ef\u89c2\u6d4b\u6027\u5f15\u5165\u00a0Grafana \u770b\u677f+Zorka \u652f\u6301 jvm \u76d1\u63a7\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262285\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u968f\u7740\u4e1a\u52a1\u53d1\u5c55\uff0c\u7cfb\u7edf\u5bf9\u65e5\u5fd7\u7684\u8981\u6c42\u4e5f\u9010\u6b65\u589e\u52a0\uff0c\u6bd4\u5982\u56e2\u961f\u975e\u5e38\u591a\uff0c\u9700\u8981\u914d\u7f6e\u5404\u79cd\u5404\u6837\u7684\u544a\u8b66\u89c4\u5219\uff0c\u56e0\u6b64\u6211\u4eec\u5f15\u5165\u4e86 Grafana \u9010\u6b65\u66ff\u4ee3 kibana \u548c Zabbix \u7684\u67e5\u8be2\u529f\u80fd\u3002\u53ef\u4ee5\u901a\u8fc7 Grafana \u7684 ES \u63d2\u4ef6\u67e5\u8be2\u5bf9\u65e5\u5fd7\u8fdb\u884c\u544a\u8b66\uff0c\u7136\u540e\u901a\u8fc7 alert \u529f\u80fd\u5b8c\u6210\u539f\u5148 ElastAlert \u7684\u6392\u9664\uff0c\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528 Grafana \u505a\u51fa\u66f4\u76f4\u89c2\u7684\u53ef\u89c6\u5316\u5927\u5c4f\u8fdb\u884c\u5c55\u793a\u3002\u00a0\u9664\u4e86\u65e5\u5fd7\u5916\uff0c\u6211\u4eec\u4e5f\u671f\u671b\u6536\u96c6\u5230 Java \u5e94\u7528\u6307\u6807\uff0c\u56e0\u6b64\u53c8\u5f15\u5165\u4e86 Zorka \u5f00\u6e90\u7ec4\u4ef6\u3002Zorka \u548c Zabbix \u53ef\u4ee5\u7b80\u5355\u5730\u8fdb\u884c\u7ed3\u5408\uff0c\u53ef\u4ee5\u901a\u8fc7 Zorka \u5c06\u6536\u96c6\u5230\u7684\u4fe1\u606f\u4e0a\u62a5\u7ed9 Zabbix \u8fdb\u884c\u5c55\u793a\u3002\u800c Zabbix \u53c8\u53ef\u4ee5\u901a\u8fc7 Grafana Zabbix \u63d2\u4ef6\u76f4\u63a5\u8f93\u51fa\u6570\u636e\uff0c\u6700\u7ec8\u5c06\u6574\u4e2a\u5e94\u7528\u5927\u5c4f\u548c\u770b\u677f\u4fe1\u606f\u90fd\u6536\u96c6\u5230 Grafana \u754c\u9762\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262286\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262287\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0Zorka \u7684\u5de5\u4f5c\u673a\u5236\u7c7b\u4f3c\u4e8e\u901a\u8fc7 Zabbix Java gateway \u7684\u65b9\u5f0f\uff0c\u901a\u8fc7 Java Agent \u81ea\u52a8\u6302\u8f7d\u5230 Java \u8fdb\u7a0b\u4e2d\uff0c\u7528\u4e8e\u7edf\u8ba1\u5e38\u89c1\u5e94\u7528\u5bb9\u5668\u548c\u8bf7\u6c42\u6570\u6307\u6807\u7b49\uff0c\u521d\u6b65\u89e3\u51b3\u4e86\u6211\u4eec\u5bf9\u4e8e Java \u8fdb\u7a0b\u7684\u89c2\u6d4b\u9700\u6c42\u3002\u00a0\u4e91\u539f\u751f\u6539\u9020\u00a0K8s \u7684\u7f16\u6392\u80fd\u529b\u548c\u5fae\u670d\u52a1\u76f8\u8f85\u76f8\u6210\u8feb\u5207\u9700\u8981 trace \u7ec4\u4ef6\u7684\u652f\u6301\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262288\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262289\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u968f\u7740\u5fae\u670d\u52a1\u7a0b\u5ea6\u4e0d\u65ad\u63d0\u5347\uff0c\u4f20\u7edf\u65b9\u5f0f\u7684\u8fd0\u7ef4\u6210\u672c\u8d8a\u6765\u8d8a\u9ad8\uff0c\u56e0\u6b64\uff0c\u6211\u4eec\u542f\u52a8\u4e86\u4e91\u539f\u751f\u5316\u6539\u9020\u3002\u00a0\u9996\u5148\uff0c\u4e91\u539f\u751f\u5316\u7684\u6539\u9020\u662f K8s \u4fa7\u5c31\u7eea\u63a2\u9488\u548c\u5b58\u6d3b\u63a2\u9488\u7684\u7f16\u5199\u3002\u5b58\u6d3b\u63a2\u9488\u7684\u7f16\u5199\u63d0\u5347\u4e86\u670d\u52a1\u7684\u81ea\u6108\u80fd\u529b\uff0c\u51fa\u73b0\u4e86 OOM \u540e\u670d\u52a1\u80fd\u591f\u81ea\u52a8\u6062\u590d\u3001\u542f\u52a8\u65b0\u8282\u70b9\uff0c\u4fdd\u8bc1\u6570\u636e\u670d\u52a1\u6b63\u5e38\u63d0\u4f9b\u3002\u9664\u4e86 K8s \u5916\uff0c\u6211\u4eec\u8fd8\u5f15\u5165\u4e86 Prometheus \u548c ARMS \u5e94\u7528\u76d1\u63a7\u3002\u00a0Prometheus \u4f5c\u4e3a CNCF \u4ec5\u6b21\u4e8e K8s \u7684 2 \u53f7\u9879\u76ee\uff0c\u5728\u6574\u4e2a metrics \u9886\u57df\u5f62\u6210\u4e86\u8db3\u591f\u7684\u8bdd\u8bed\u6743\uff1bARMS \u5e94\u7528\u76d1\u63a7\u4f5c\u4e3a\u963f\u91cc\u4e91\u5546\u4e1a APM \u7684\u62f3\u5934\u4ea7\u54c1\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u7ed3\u5408\u4e91\u539f\u751f\u7684\u65b9\u5f0f\uff0c\u5b9e\u73b0\u7814\u53d1\u65e0\u611f\uff0c\u65e0\u9700\u8fdb\u884c\u4efb\u4f55\u4ee3\u7801\u6539\u52a8\u5373\u53ef\u62e5\u6709 trace \u529f\u80fd\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u963f\u91cc\u4e91\u56e2\u961f\u80fd\u591f\u4fdd\u6301\u6301\u7eed\u8fed\u4ee3\uff0c\u652f\u6301\u8d8a\u6765\u8d8a\u591a\u4e2d\u95f4\u4ef6\uff0c\u56e0\u6b64\u6211\u4eec\u8ba4\u4e3a\u5b83\u5fc5\u5b9a\u4f1a\u6210\u4e3a\u8bca\u65ad\u5229\u5668\u3002\u00a0JmxExporter \u5feb\u901f\u652f\u6301\u4e91\u539f\u751f Java \u7ec4\u4ef6\u7684 jvm \u4fe1\u606f\u5c55\u793a\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262290\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262291\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u8fdb\u884c\u4e91\u539f\u751f\u5316\u6539\u9020\u540e\uff0c\u76d1\u63a7\u6a21\u578b\u4e5f\u53d1\u751f\u4e86\u6539\u53d8\u3002\u6700\u65e9\u7684\u76d1\u63a7\u6a21\u578b\u662f push\uff0cZorka \u6bcf\u6b21\u53d1\u5e03\u90fd\u5728\u540c\u4e00\u53f0\u673a\u5668\u4e0a\uff0c\u56e0\u6b64\u5b83\u6709\u56fa\u5b9a\u7684 host\uff1b\u800c\u4e0a\u4e91\u540e\uff0c\u5bb9\u5668\u5316\u6539\u9020\u5bfc\u81f4 Pod \u4e0d\u518d\u56fa\u5b9a\uff0c\u4e14\u53ef\u80fd\u4f1a\u51fa\u73b0\u65b0\u7684\u5e94\u7528\u6269\u7f29\u5bb9\u7b49\u95ee\u9898\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5c06\u76d1\u63a7\u6a21\u578b\u9010\u6b65\u4ece push \u8f6c\u6362\u6210 pull \u6a21\u5f0f\uff0c\u4e5f\u66f4\u52a0\u5951\u5408 Prometheus \u7684\u6536\u96c6\u6a21\u578b\uff0c\u5e76\u9010\u6b65\u5c06 Zorka \u4ece\u53ef\u89c2\u6d4b\u4f53\u7cfb\u4e2d\u5265\u79bb\u3002\u00a0\u6ca1\u6709\u4f7f\u7528 ARMS \u76f4\u63a5\u6536\u96c6 JMX \u6307\u6807\u662f\u56e0\u4e3a ARMS \u4e0d\u4f1a\u8986\u76d6\u7ebf\u4e0a\u548c\u7ebf\u4e0b\u6240\u6709 java \u5e94\u7528\uff0c\u6ca1\u6709\u88ab\u8986\u76d6\u7684\u5e94\u7528\u4e5f\u671f\u671b\u6709 JVM \u6570\u636e\u6536\u96c6\u529f\u80fd\uff0c\u800c ARMS \u6210\u672c\u7565\u9ad8\u3002\u56e0\u6b64\uff0c\u51fa\u4e8e\u6210\u672c\u7684\u8003\u8651\uff0c\u6211\u4eec\u6ca1\u6709\u5c06 ARMS \u4f5c\u4e3a\u5b8c\u6574\u63a5\u5165\uff0c\u800c\u662f\u9009\u62e9\u4e86 JMX Exporter \u7ec4\u4ef6\u3002\u00a0JMX Export \u4e5f\u662f Prometheus \u5b98\u65b9\u793e\u533a\u63d0\u4f9b\u7684 exporter \u4e4b\u4e00\u3002\u5b83\u901a\u8fc7 Java Agent \u5229\u7528 Java JMX \u673a\u5236\u8bfb\u53d6 JVM \u4fe1\u606f\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u76f4\u63a5\u8f6c\u5316\u6210\u4e3a Prometheus \u53ef\u4ee5\u8fa8\u8bc6\u7684 metrics \u683c\u5f0f\uff0c\u4f7f Prometheus \u80fd\u591f\u5bf9\u5176\u8fdb\u884c\u76d1\u63a7\u548c\u91c7\u96c6\uff0c\u5e76\u901a\u8fc7 Prometheus Operator \u6ce8\u518c\u5bf9\u5e94\u7684 Service Moninor \u5b8c\u6210\u6307\u6807\u6536\u96c6\u3002\u00a0\u5229\u7528\u914d\u7f6e\u4e2d\u5fc3\u5b8c\u6210\u5e94\u7528\u5230 owner \u7684\u7cbe\u51c6\u544a\u8b66<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262292\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262293\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u968f\u7740\u516c\u53f8\u4e1a\u52a1\u84ec\u52c3\u53d1\u5c55\uff0c\u4eba\u5458\u6fc0\u589e\uff0c\u5fae\u670d\u52a1\u66b4\u589e\uff0c\u7814\u53d1\u4eba\u6570\u548c\u544a\u8b66\u4e5f\u5267\u70c8\u589e\u957f\u3002\u4e3a\u4e86\u63d0\u5347\u544a\u8b66\u89e6\u8fbe\u7387\u548c\u54cd\u5e94\u7387\uff0c\u6211\u4eec\u91cd\u65b0\u4f7f\u7528\u4e86 Apollo \u914d\u7f6e\u4e2d\u5fc3\u7684\u591a\u8bed\u8a00 SDK\uff0c\u901a\u8fc7 Go \u81ea\u7814\u4e86\u4e00\u5957\u57fa\u4e8e Apollo \u4e1a\u52a1\u7684\u5e94\u7528\u63d0\u9192\uff0c\u6574\u4f53\u6d41\u7a0b\u5982\u4e0b\uff1a\u00a0\u901a\u8fc7 Grafana \u6536\u96c6\u5230 ES \u544a\u8b66\u6216\u5176\u4ed6\u573a\u666f\u4e0b\u7684\u544a\u8b66\uff0c\u518d\u901a\u8fc7 metrics \u5e94\u7528\u5173\u8054\u5230 alert \uff0c\u544a\u8b66\u65f6\u4f1a\u8f6c\u53d1\u5230\u524d\u6587\u63d0\u5230\u7684 Go \u8bed\u8a00\u7f16\u5199\u7684\u7cbe\u51c6\u544a\u8b66\u670d\u52a1\u4e0a\u3002\u7cbe\u51c6\u544a\u8b66\u670d\u52a1\u89e3\u6790\u5230\u5bf9\u5e94\u5e94\u7528\uff0c\u6839\u636e\u5e94\u7528\u4ece Apollo \u914d\u7f6e\u4e2d\u5fc3\u4e2d\u83b7\u53d6\u5230 owner \u59d3\u540d\u3001\u624b\u673a\u53f7\u7b49\u4fe1\u606f\uff0c\u518d\u57fa\u4e8e\u6b64\u4fe1\u606f\u901a\u8fc7\u9489\u9489\u8fdb\u884c\u544a\u8b66\uff0c\u6781\u5927\u63d0\u5347\u4e86\u6d88\u606f\u9605\u8bfb\u7387\u3002\u00a0ARMS\uff1a\u65e0\u4fb5\u5165\u652f\u6301 Trace\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262294\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262295\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u5f15\u5165\u4e86\u963f\u91cc\u4e91\u7684\u5e94\u7528\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1 ARMS \uff0c\u80fd\u591f\u5728\u6ca1\u6709\u4efb\u4f55\u4ee3\u7801\u6539\u9020\u7684\u524d\u63d0\u4e0b\uff0c\u652f\u6301\u7edd\u5927\u90e8\u5206\u4e2d\u95f4\u4ef6\u548c\u6846\u67b6\uff0c\u6bd4\u5982 Kafka\u3001MySQL\u3001Dubbo \u7b49\u3002\u4e91\u539f\u751f\u5316\u540e\uff0c\u4ec5\u9700\u8981\u5728 deployment \u91cc\u6dfb\u52a0\u6ce8\u89e3\u5373\u53ef\u652f\u6301\u76f8\u5173\u63a2\u9488\u7684\u52a0\u8f7d\uff0c\u5fae\u670d\u52a1\u7684\u53ef\u7ef4\u62a4\u6027\u6781\u4e3a\u53cb\u597d\u3002\u540c\u65f6\uff0c\u8fd8\u63d0\u4f9b\u4e86\u8f83\u4e3a\u5b8c\u6574\u7684 trace \u89c6\u56fe\uff0c\u53ef\u4ee5\u67e5\u770b\u7ebf\u4e0a\u5e94\u7528\u8282\u70b9\u8c03\u7528\u65e5\u5fd7\u7684\u6574\u4e2a trace \u94fe\u8def\uff0c\u4e5f\u63d0\u4f9b\u4e86\u7518\u7279\u56fe\u7684\u67e5\u770b\u65b9\u5f0f\u548c\u4f9d\u8d56\u62d3\u6251\u56fe\u3001\u4e0a\u4e0b\u6e38\u8017\u65f6\u56fe\u7b49\u6570\u636e\u3002\u00a0\u53ef\u89c2\u6d4b\u5347\u7ea7\u00a0Log Trace Metrics \u7406\u5ff5\u5347\u7ea7<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262296\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262297\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u53ef\u89c2\u6d4b\u5728\u56fd\u5185\u5fae\u670d\u52a1\u9886\u57df\u5df2\u904d\u5730\u5f00\u82b1\u3002\u56e0\u6b64\uff0cF6 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SLA \u3002\u00a0\u53ef\u89c2\u6d4b\u6027\u8fd8\u53ef\u4ee5\u5f88\u597d\u7684\u5256\u6790\u95ee\u9898\uff0c\u6bd4\u5982\u7ebf\u4e0a\u670d\u52a1\u6162\uff0c\u53ef\u4ee5\u89c2\u6d4b\u5176\u6bcf\u4e2a\u8282\u70b9\u7684\u8017\u65f6\u3001\u6bcf\u4e2a\u8bf7\u6c42\u4e2d\u7684\u8017\u65f6\u7b49\u3002\u4f9d\u8d56\u5206\u6790\u4e5f\u53ef\u4ee5\u5f97\u5230\u89e3\u51b3\uff0c\u6bd4\u5982\u670d\u52a1\u4f9d\u8d56\u662f\u5426\u5408\u7406\u3001\u670d\u52a1\u4f9d\u8d56\u8c03\u7528\u94fe\u8def\u662f\u5426\u6b63\u5e38\u7b49\u3002\u00a0\u968f\u7740\u5e94\u7528\u8d8a\u6765\u8d8a\u591a\uff0c\u5bf9\u4e8e\u53ef\u89c2\u6d4b\u6027\u548c\u7a33\u5b9a\u6027\u7684\u8bc9\u6c42\u4e5f\u8d8a\u6765\u8d8a\u591a\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u81ea\u7814\u4e86\u4e00\u5957\u7b80\u5355\u7684\u6839\u56e0\u5206\u6790\u7cfb\u7edf\uff0c\u901a\u8fc7\u6587\u672c\u76f8\u4f3c\u5ea6\u7b97\u6cd5\u5c06\u5f53\u524d\u670d\u52a1\u65e5\u5fd7\u8fdb\u884c\u5f52\u7c7b\u805a\u7c7b\u5206\u6790\u3002\u00a0\u7b80\u7248\u6839\u56e0\u5206\u6790\u4e0a\u7ebf\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262298\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u4e0a\u56fe\u4e3a\u5178\u578b ONS \u6545\u969c\uff0c\u4f9d\u8d56\u670d\u52a1\u8fdb\u884c\u670d\u52a1\u5347\u7ea7\u3002\u5982\u679c\u8fd9\u662f\u901a\u8fc7\u65e5\u5fd7\u6293\u53d6\u667a\u80fd\u5206\u6790\u51fa\u6765\u7684\u65e5\u5fd7\uff0c\u505a\u4e86\u5f88\u957f\u65f6\u95f4 SRE \u540e\uff0c\u53d8\u66f4\u4e5f\u4f1a\u5bf9\u4e8e\u7ebf\u4e0a\u7a33\u5b9a\u6027\u9020\u6210\u5f88\u5927\u7834\u574f\u3002\u5982\u679c\u80fd\u5c06\u53d8\u66f4\u7b49\u4e5f\u6536\u96c6\u5230\u53ef\u89c2\u6d4b\u4f53\u7cfb\u4e2d\uff0c\u5c06\u4f1a\u5e26\u6765\u5f88\u5927\u597d\u5904\u3002\u540c\u7406\uff0c\u5982\u679c\u80fd\u5c06 ONS \u8981\u5347\u7ea7\u7684\u4fe1\u606f\u6536\u96c6\u5230\u53ef\u89c2\u6d4b\u4f53\u7cfb\u7edf\u4e2d\uff0c\u901a\u8fc7\u79cd\u79cd\u4e8b\u4ef6\u5173\u8054\uff0c\u80fd\u591f\u5206\u6790\u51fa\u6839\u56e0\uff0c\u5bf9\u4e8e\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u95ee\u9898\u6392\u67e5\u5c06\u6781\u4e3a\u6709\u76ca\u3002\u00a0ARMS \u652f\u6301 traceId \u900f\u51fa responseHeader<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262299\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262300\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0F6 \u516c\u53f8\u548c ARMS \u56e2\u961f\u4e5f\u8fdb\u884c\u4e86\u6df1\u5165\u5408\u4f5c\uff0c\u63a2\u7d22\u4e86\u53ef\u89c2\u6d4b\u7684\u6700\u4f73\u5b9e\u8df5\u3002ARMS 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\u7b49\uff0c\u4e5f\u53ef\u4ee5\u5c06 traceID \u4f5c\u4e3a\u6807\u51c6 Python \u8f93\u51fa\u3002\u00a0\u4e0a\u56fe\u5c55\u793a\u4e86\u5178\u578b\u7684\u65e5\u5fd7\u8f93\u51fa\u573a\u666f\u4e0b ARMS \u7684\u540e\u53f0\u914d\u7f6e\uff0c\u53ef\u4ee5\u6253\u5f00\u5173\u8054\u4e1a\u52a1\u65e5\u5fd7\u548c traceID \uff0c\u652f\u6301\u5404\u79cd\u5404\u6837\u7684\u7ec4\u4ef6\uff0c\u53ea\u9700\u5728\u65e5\u5fd7\u7cfb\u7edf\u4e2d\u5b9a\u4e49 eagleeye_traceid \u5373\u53ef\u8f93\u51fa traceID\u3002\u00a0\u4e0a\u8ff0\u65b9\u6848\u8f83\u4e3a\u7b80\u5355\uff0c\u7814\u53d1\u7684\u4fee\u6539\u4e5f\u5f88\u5c11\uff0c\u751a\u81f3\u53ef\u4ee5\u505a\u5230\u514d\u4fee\u6539\uff0c\u4e14\u5bf9\u4e8e Loggin \u548c Trace \u7684\u5173\u8054\u7a0b\u5ea6\u505a\u5230\u4e86\u8f83\u5927\u63d0\u5347\uff0c\u51cf\u5c11\u4e86\u6570\u636e\u5b64\u5c9b\u3002\u00a0ARMS \u652f\u6301\u8fd0\u7ef4\u544a\u8b66\u5e73\u53f0\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262301\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262302\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0ARMS \u4e3a\u8fdb\u4e00\u6b65\u964d\u4f4e MTTR \uff0c\u63d0\u4f9b\u4e86\u5f88\u591a\u6570\u636e\uff0c\u4f46\u662f\u6570\u636e\u5982\u4f55\u5230\u8fbe SRE \u3001DevOps \u6216\u7814\u53d1\u8fd0\u7ef4\u4eba\u5458\u624b\u91cc\uff0c\u4f9d\u7136\u9700\u8981\u82b1\u8d39\u4e00\u4e9b\u5fc3\u601d\u3002\u00a0\u56e0\u6b64\uff0cARMS \u4e0a\u7ebf\u4e86\u8fd0\u7ef4\u544a\u8b66\u5e73\u53f0\uff0c\u901a\u8fc7\u53ef\u89c6\u5316\u65b9\u5f0f\u5b8c\u6210\u4e86\u544a\u8b66\u8f6c\u53d1\u3001\u5206\u6d41\u7b49\u4e8b\u4ef6\u5904\u7406\uff0c\u53ef\u4ee5\u901a\u8fc7\u9759\u9ed8\u529f\u80fd\u3001\u5206\u7ec4\u7b49\uff0c\u652f\u6301\u591a\u79cd\u96c6\u6210\u65b9\u5f0f\u3002\u76ee\u524d F6 \u5728\u7528\u7684\u5305\u62ec Prometheus\u3001buffalo\u3001ARMS \u4ee5\u53ca\u4e91\u76d1\u63a7\uff0c\u5176\u4e2d\u4e91\u76d1\u63a7\u5305\u542b\u4e86\u5305\u62ec ONS\u3001Redis \u5728\u5185\u7684\u5f88\u591a\u6570\u636e\uff0c\u7814\u53d1\u4eba\u5458\u6216 SRE \u4eba\u5458\u5728\u9489\u9489\u7fa4\u91cc\u8ba4\u9886\u5bf9\u5e94\u7684\u54cd\u5e94\u4e8b\u4ef6\u5373\u53ef\u3002\u540c\u65f6\u8fd8\u652f\u6301\u62a5\u8868\u3001\u5b9a\u65f6\u63d0\u9192\u3001\u4e8b\u4ef6\u5347\u7ea7\u7b49\u529f\u80fd\uff0c\u4fbf\u4e8e\u4e8b\u540e\u590d\u76d8\u548c\u6539\u5584\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262303\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262304\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u4e0a\u56fe\u4e3a\u7ebf\u4e0a\u5904\u7406\u95ee\u9898\u7684\u754c\u9762\u622a\u56fe\u3002\u6bd4\u5982\u9489\u9489\u7fa4\u91cc\u7684\u544a\u8b66\u4f1a\u63d0\u793a\u4e0a\u4e00\u6b21\u76f8\u4f3c\u544a\u8b66\u7531\u8c01\u5904\u7406\u3001\u544a\u8b66\u5217\u8868\u4ee5\u53ca\u5bf9\u5e94\u4e8b\u4ef6\u5904\u7406\u6d41\u7a0b\u7b49\u3002\u540c\u65f6\uff0c\u8fd8\u63d0\u4f9b\u4e86\u8fc7\u6ee4\u529f\u80fd\uff0c\u53ef\u4ee5\u5206\u5272\u5185\u5bb9\uff0c\u901a\u8fc7\u5b57\u6bb5\u4e30\u5bcc\u6216\u5339\u914d\u66f4\u65b0\u7b49\u65b9\u5f0f\u66ff\u6362\u5185\u5bb9\u586b\u5145\u6a21\u677f\uff0c\u7528\u4e8e\u7cbe\u51c6\u544a\u8b66\uff0c\u6bd4\u5982\u8bc6\u522b\u5230\u5e94\u7528\u540d\u79f0\u540e\uff0c\u53ef\u4ee5\u5173\u8054\u5230\u5bf9\u5e94\u5e94\u7528\u7684 owner \u6216\u544a\u8b66\u4eba\u5458\u3002\u6b64\u529f\u80fd\u540e\u7eed\u4e5f\u5c06\u9010\u6b65\u66ff\u4ee3\u524d\u6587\u7528 Go \u8bed\u8a00\u5199\u7684 Apollo SDK \u5e94\u7528\u3002\u00a0Java \u751f\u6001\u514d\u4fee\u6539\u6ce8\u5165 agent \u65b9\u5f0f-JAVA_TOOL_OPTIONS\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262305\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262306\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u501f\u9274\u4e86 ARMS \u514d\u4fee\u6539\u6ce8\u5165 Agent \u7684\u65b9\u5f0f\u3002ARMS \u901a\u8fc7one point initContainer \u7684\u65b9\u5f0f\u6ce8\u5165\u4e86\u5f88\u591a ARMS \u4fe1\u606f\uff0c\u4e5f\u6302\u8f7d\u4e86\u4e00\u4e2a\u540d\u4e3a home\/admin\/.opt \u7684 mount \u7528\u4e8e\u5b58\u50a8\u65e5\u5fd7\u3002\u6b63\u56e0\u4e3a\u6709 initContainer \uff0c\u5b83\u624d\u80fd\u591f\u5b9e\u73b0\u81ea\u52a8\u5347\u7ea7\u3002\u00a0\u5728 initContainer \u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528 ARMS \u63a5\u53e3\u83b7\u53d6\u5230\u5f53\u524d ARMS Agent \u6700\u65b0\u7248\u672c\uff0c\u7136\u540e\u4e0b\u8f7d Java Agent \u6700\u65b0\u7248\u672c\uff0c\u653e\u5230 mount \u76ee\u5f55\u4e0b\uff0c\u4e0e\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u6570\u7ec4 Pod \u8fdb\u884c\u901a\u4fe1\uff0c\u901a\u8fc7\u5171\u4eab volume \u7684\u65b9\u5f0f\u5b8c\u6210 Java Agent \u5171\u4eab\u3002\u8fc7\u7a0b\u4e2d\u6700\u6838\u5fc3\u7684\u70b9\u5728\u4e8e\uff0c\u901a\u8fc7 JAVA_TOOL_OPTIONS \u5b9e\u73b0\u4e86 Java Agent \u6302\u8f7d\u3002\u00a0\u901a\u8fc7\u4e0a\u8ff0\u65b9\u5f0f\uff0c\u6211\u4eec\u6a21\u62df\u4e86\u4e00\u5957\u6d41\u7a0b\uff0c\u901a\u8fc7openkruise \u7ec4\u4ef6 workspread \u4f7f\u7528 patch \u65b9\u5f0f\u4fee\u6539 deployment\u3002\u6700\u7b80\u5355\u7684\u5b9e\u8df5\u662f\u5229\u7528 openkruise workspread\u7ed9\u5bf9\u5e94\u7684 deployment \u6253\u6ce8\u89e3\uff0c\u4ece\u800c\u4f7f\u5f97\u65e0\u9700\u7531\u7814\u53d1\u6216 SRE \u56e2\u961f\u8fdb\u884c\u5904\u7406\uff0c\u53ea\u8981\u7f16\u5199\u5bf9\u5e94 CRD \u5373\u53ef\uff0cCRD \u8fc7\u7a0b\u76f4\u63a5\u6ce8\u5165 JAVA_TOOL_OPTIONS\uff08\u89c1\u4e0a\u56fe\u53f3\u4e0b\u89d2\u4ee3\u7801\uff09\u3002\u5176\u5e94\u7528\u573a\u666f\u4e5f\u8f83\u4e3a\u4e30\u5bcc\uff0c\u53ef\u4ee5\u505a\u5e94\u7528\u6d41\u91cf\u56de\u653e\u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u7b49\u3002\u00a0Prometheus Exporter\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262307\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262308\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u9664\u4e86 ARMS \u7b49\u5546\u4e1a\u5316\u4ea7\u54c1\u5916\uff0c\u6211\u4eec\u4e5f\u79ef\u6781\u5f00\u6e90\uff0c\u62e5\u62b1 Prometheus \u793e\u533a\uff0c\u63a5\u5165\u4e86\u8f83\u591a Exporter \u7ec4\u4ef6\uff0c\u5305\u62ec SSLExport \u548c BlackBoxExporter\uff0c\u6781\u5927\u63d0\u5347\u4e86\u6574\u4e2a\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u3002Exporter \u53ef\u4ee5\u7528\u4e8e\u9ed1\u76d2\u63a2\u9488\uff0c\u6bd4\u5982\u63a2\u6d4b HTTP \u8bf7\u6c42\u662f\u5426\u6b63\u5e38\u3001HTTPS \u8bf7\u6c42\u662f\u5426\u6b63\u3001DNS \u662f\u5426\u6b63\u5e38\u3001TCP \u662f\u5426\u6b63\u5e38\u7b49\uff0c\u5178\u578b\u7684\u4f7f\u7528\u573a\u666f\u662f\u63a2\u6d4b\u5f53\u524d\u670d\u52a1\u5165\u53e3\u5730\u5740\u662f\u5426\u6b63\u5e38\u3002SSL \u8bc1\u4e66\u5f02\u5e38\u66f4\u4e3a\u5e38\u89c1\uff0c\u901a\u8fc7 SSLExporter \u53ef\u4ee5\u5b9a\u671f\u8f6e\u8be2\u8bc1\u4e66\u662f\u5426\u8fc7\u671f\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u53ef\u89c2\u6d4b\u6027\u3002\u00a0\u6210\u672c\u89c2\u6d4b\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262309\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262310\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u9664\u4e86\u65e5\u5e38\u670d\u52a1\u53ef\u89c2\u6d4b\uff0c\u6211\u4eec\u8fd8\u5b9e\u8df5\u4e86\u6210\u672c\u53ef\u89c2\u6d4b\u7b49\u4f18\u5316\u9879\u76ee\u3002\u5bf9\u4e8e\u4e91\u539f\u751f\u73af\u5883\uff0c\u53ef\u4ee5\u5229\u7528 kubecost \u5f00\u6e90\u7ec4\u4ef6\u8fdb\u884c\u6210\u672c\u4f18\u5316\uff0c\u76f4\u63a5\u8f93\u51fa\u8d44\u6e90\u4f7f\u7528\u7387\u4ee5\u53ca\u62a5\u8868\u7b49\uff0c\u53cd\u9988\u7ed9\u7814\u53d1\u4eba\u5458\u8fdb\u884c\u4f18\u5316\uff0c\u751a\u81f3\u53ef\u4ee5\u7528\u6765\u53d1\u73b0 CPU \u548c\u5185\u5b58\u662f\u5426\u5448\u6b63\u5e38\u6bd4\u4f8b\uff0c\u5c3d\u53ef\u80fd\u5b9e\u73b0\u8d44\u6e90\u5408\u7406\u5206\u914d\u3002\u00a0\u672a\u6765\u7545\u60f3\u00a0\u57fa\u4e8e eBPF \u7684 Kuberneters \u4e00\u7ad9\u5f0f\u53ef\u89c2\u6d4b\u6027\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262311\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0eBPF \u4e91\u539f\u751f\u7ec4\u4ef6\u6108\u53d1\u8fdb\u5165\u5230\u6df1\u6c34\u533a\uff0c\u5f88\u591a\u95ee\u9898\u4e0d\u518d\u53ea\u505c\u7559\u4e8e\u5e94\u7528\u5c42\u9762\uff0c\u66f4\u591a\u5730\u4f1a\u51fa\u73b0\u5728\u7cfb\u7edf\u5c42\u9762\u548c\u7f51\u7edc\u5c42\u9762\uff0c\u9700\u8981\u66f4\u52a0\u5e95\u5c42\u7684\u6570\u636e\u8fdb\u884c\u8ffd\u8e2a\u548c\u6392\u969c\u3002\u5229\u7528 eBPF \u53ef\u4ee5\u66f4\u597d\u5730\u56de\u7b54 Google SRE \u63d0\u51fa\u7684\u6bd4\u5982\u5ef6\u8fdf\u3001\u6d41\u91cf\u3001\u9519\u8bef\u7387\u3001\u9971\u548c\u5ea6\u7b49\u9ec4\u91d1\u6307\u6807\u51fa\u73b0\u7684\u95ee\u9898\u3002\u00a0\u6bd4\u5982 Redis \u8fdb\u884c\u95ea\u65ad\u5207\u6362\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u4f1a\u5f62\u6210 TCP \u534a\u5f00\u8fde\u63a5\uff0c\u4ece\u800c\u5bf9\u4e1a\u52a1\u4ea7\u751f\u5f71\u54cd\uff1b\u518d\u6bd4\u5982 TCP \u8fde\u63a5\u521a\u5efa\u7acb\u65f6\uff0cbacklog \u662f\u5426\u5408\u7406\u7b49\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u5f97\u5230\u76f8\u5e94\u7ed3\u8bba\u3002\u00a0Chaos-engineering<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262312\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262313\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0Chaos-engineering \u6df7\u6c8c\u5de5\u7a0b\u9f13\u52b1\u548c\u5229\u7528\u53ef\u89c2\u6d4b\u6027\uff0c\u8bd5\u56fe\u5e2e\u52a9\u7528\u6237\u5148\u53d1\u5236\u4eba\u5730\u53d1\u73b0\u548c\u514b\u670d\u7cfb\u7edf\u5f31\u70b9\u30022020 \u5e74 6 \u6708\uff0cCNCF \u9488\u5bf9\u53ef\u89c2\u6d4b\u6027\u63d0\u51fa\u4e86\u7279\u522b\u5174\u8da3\u5c0f\u7ec4\u3002\u9664\u4e86\u4e09\u5927\u652f\u67f1\u5916\uff0cCNCF \u8fd8\u63d0\u51fa\u4e86\u6df7\u6c8c\u5de5\u7a0b\u548c\u6301\u7eed\u4f18\u5316\u3002\u00a0\u5bf9\u4e8e\u6df7\u6c8c\u5de5\u7a0b\u662f\u5426\u80fd\u5212\u5206\u5728\u53ef\u89c2\u6d4b\u6027\u91cc\uff0c\u5f53\u524d\u793e\u533a\u4f9d\u7136\u5b58\u5728\u7591\u8bae\uff0c\u800c CNCF \u7684\u53ef\u89c2\u6d4b\u6027\u7279\u522b\u5174\u8da3\u5c0f\u7ec4\u91cc\u5df2\u5305\u542b\u4e86 chaos-engineering \u548c\u6301\u7eed\u4f18\u5316\u3002\u6211\u4eec\u8ba4\u4e3a\uff0cCNCF 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referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262314\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042262315\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0OpenTelemetry \u662f\u4e00\u4e2a\u901a\u8fc7\u591a\u4e2a\u9879\u76ee\u5408\u5e76\u800c\u6765\u7684\u5f00\u6e90\u6846\u67b6\u3002\u6211\u4eec\u9700\u8981\u66f4\u52a0\u9762\u5411\u7ec8\u7aef\u7814\u53d1\u7edf\u4e00\u7684\u53ef\u89c2\u6d4b\u6027\u89c6\u56fe\uff0c\u6bd4\u5982\u671f\u671b\u5c06 logging\u3001metrics \u548c tracing 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