{"id":10005974,"date":"2022-07-22T11:38:12","date_gmt":"2022-07-22T03:38:12","guid":{"rendered":"https:\/\/ityet.com\/?p=10005974"},"modified":"2022-07-22T11:38:12","modified_gmt":"2022-07-22T03:38:12","slug":"%e5%9f%ba%e4%ba%8e-oplg-%e4%bb%8e-0-%e5%88%b0-1-%e6%9e%84%e5%bb%ba%e7%bb%9f%e4%b8%80%e5%8f%af%e8%a7%82%e6%b5%8b%e5%b9%b3%e5%8f%b0%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10005974","title":{"rendered":"\u57fa\u4e8e OPLG \u4ece 0 \u5230 1 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src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204489\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br 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\u4e00\u4e9b\u6bd4\u8f83\u597d\u7684\u8bbe\u8ba1\uff0c\u53ef\u4ee5\u975e\u5e38\u7075\u6d3b\u5730\u7ec4\u7ec7\u53ef\u89c2\u6d4b\u6570\u636e\uff0c\u80fd\u591f\u7075\u6d3b\u5730\u5b9a\u5236\u6bcf\u4e00\u4e2a\u573a\u666f\u4e0b\u9700\u8981\u7684\u5927\u76d8\u56fe\u8868\uff0c\u6ee1\u8db3\u81ea\u5b9a\u4e49\u7684\u9700\u6c42\u3002\u00a04\u3001\u8fb9\u7f18\u8ba1\u7b97\uff1a\u57fa\u4e8e OpeTelemetry Collector\u6280\u672f\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u5904\u7406\u201c\u5de6\u79fb\u201d\u5230\u7528\u6237\u96c6\u7fa4\u5185\u3002\u901a\u8fc7\u8fb9\u7f18\u8ba1\u7b97\u7684\u6280\u672f\uff0c\u80fd\u591f\u63d0\u524d\u63d0\u70bc\u6570\u636e\u4ef7\u503c\uff0c\u5e76\u5c06\u63d0\u70bc\u597d\u7684\u6570\u636e\u518d\u53d1\u9001\u5230\u670d\u52a1\u7aef\uff0c\u964d\u4f4e\u516c\u7f51\u4f20\u8f93\u7684\u6210\u672c\u4ee5\u53ca\u670d\u52a1\u7aef\u7684\u5b58\u50a8\u6210\u672c\u3002\u00a0\u57fa\u4e8e OPLG \u6784\u5efa\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u5e73\u53f0\u65b9\u6848\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204492\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0OPLG\u00a0\u4e3b\u8981\u7531\u4ee5\u4e0b\u56db\u4e2a\u6a21\u5757\u6784\u6210\uff1a\u00a01\u3001\u7aef\u4fa7\u6570\u636e\u751f\u6210\u4e0e\u4e0a\u62a5\uff1a\u901a\u8fc7 OpenTelemetry \u5b8c\u6210 Traces \u6570\u636e\u7684\u751f\u6210\uff0c\u901a\u8fc7 Prometheus \u5b8c\u6210\u6307\u6807\u7c7b\u7684\u6570\u636e\uff0c\u901a\u8fc7 Loki \u7684\u65b9\u5f0f\u5b8c\u6210\u65e5\u5fd7\u91c7\u7528\u3002\u00a02\u3001\u8fb9\u7f18\u4fa7\u6570\u636e\u7edf\u4e00\u5904\u7406\u4e0e\u8def\u7531\uff1a\u6240\u6709\u6570\u636e\u91c7\u96c6\u5b8c\u6210\u4e4b\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7 OpenTelemetry Collector \u5b8c\u6210\u6570\u636e\u7edf\u4e00\u7684\u8fb9\u7f18\u5904\u7406\u548c\u8def\u7531\u8f6c\u53d1\u3002\u00a03\u3001\u5168\u6258\u7ba1\u670d\u52a1\u7aef\uff1a\u80fd\u591f\u63d0\u4f9b\u66f4\u597d\u7684\u6027\u80fd\u548c\u66f4\u7a33\u5b9a\u7684\u670d\u52a1\uff0c\u800c\u4e14\u4e0d\u4f1a\u7ed1\u5b9a\u6280\u672f\u6808\uff0c\u8fc1\u79fb\u7684\u81ea\u7531\u5ea6\u548c\u7075\u6d3b\u5ea6\u9ad8\u3002\u00a04\u3001\u7edf\u4e00\u53ef\u89c6\u5316\uff1a\u53ef\u4ee5\u901a\u8fc7 Grafana \u5b8c\u6210\u7edf\u4e00\u7684\u81ea\u5b9a\u4e49\u7075\u6d3b\u76d1\u63a7\uff0c\u4e5f\u53ef\u4ee5\u91c7\u7528\u4e91\u670d\u52a1\u5546\u6bd4\u5982 ARMS \u5728\u7279\u5b9a\u7684\u7cbe\u7ec6\u5316\u4ea4\u4e92\u573a\u666f\u63d0\u4f9b\u7cbe\u7ec6\u5316\u7684\u4ea4\u4e92\u5927\u76d8\uff0c\u63d0\u9ad8\u67e5\u8be2\u4f53\u9a8c\u3002\u6b64\u5916\uff0c\u5982\u82e5\u6709\u81ea\u5df1\u7684\u9700\u6c42\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5f00\u6e90\u7684\u6570\u636e\u683c\u5f0f\u6216\u5f00\u653e\u7684 OpenAPI \u5efa\u8bbe\u81ea\u5df1\u7684\u63a7\u5236\u53f0\u3002\u00a0\u57fa\u4e8e OpenTelemetry Collector \u5b9e\u73b0\u7edf\u4e00\u6570\u636e\u91c7\u96c6\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204493\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0OpenTelemetry Collector \u9996\u5148\u4f1a\u5b8c\u6210\u7edf\u4e00\u7684\u6570\u636e\u91c7\u96c6\uff0c\u4efb\u4f55\u6570\u636e\u7c7b\u578b\u90fd\u53ef\u4ee5\u8fdb\u884c\u6570\u636e\u91c7\u96c6\uff0c\u7136\u540e\u505a\u901a\u7528\u7684\u5904\u7406\uff0c\u6bd4\u5982\u683c\u5f0f\u5316\u3001\u6570\u636e\u7684\u6807\u7b7e\u6253\u6807\uff0c\u8fd8\u53ef\u4ee5\u8fdb\u884c\u4e00\u4e9b\u6307\u6807\u7684\u9884\u805a\u5408\u52a8\u4f5c\uff0c\u6700\u5e38\u89c1\u7684\u6bd4\u5982\u8c03\u7528\u94fe\uff0c\u53ef\u4ee5\u6839\u636e service IP \u7b49\u7c92\u5ea6\u5148\u5c06\u6570\u636e\u805a\u5408\u518d\u8fdb\u884c\u91c7\u6837\uff0c\u53ef\u4ee5\u4fdd\u8bc1\u6307\u6807\u7684\u7cbe\u51c6\u5ea6\uff0c\u800c\u4e14\u4e0a\u4f20\u5230\u670d\u52a1\u7aef\u4e5f\u53ef\u4ee5\u964d\u4f4e\u6210\u672c\u3002\u00a0OpenTelemetry Collector \u8fd8\u53ef\u63d0\u4f9b\u672c\u5730\u5b58\u50a8\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u5c06\u4e00\u90e8\u5206\u6700\u8fd1\u7684\u6570\u636e\u5148\u4e34\u65f6\u7f13\u5b58\uff0c\u7136\u540e\u8fdb\u884c\u6bd4\u5982\u6700\u8fd1 10 \u5206\u949f\u7684\u5168\u91cf\u67e5\u8be2\u3001\u9519\u6162\u5168\u91c7\u7b49\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u5229\u7528\u8fb9\u7f18\u7684\u5b58\u50a8\u80fd\u529b\u3002\u00a0\u9488\u5bf9\u5904\u7406\u597d\u7684\u6570\u636e\uff0c OpenTelemetry Collector \u63d0\u4f9b\u4e86\u975e\u5e38\u7075\u6d3b\u7684\u8f6c\u53d1\u65b9\u5f0f\uff0c\u53ef\u4ee5\u652f\u6301\u4e0d\u540c\u7684\u534f\u8bae\uff0c\u6bd4\u5982 Prometheus \u534f\u8bae\u3001OTLP \u534f\u8bae\u7b49\uff0c\u4e5f\u53ef\u4ee5\u652f\u6301\u591a\u6570\u636e\u6e90\u7684\u8f6c\u53d1\uff0c\u53ef\u4ee5\u53d1\u9001\u5230\u4e91\u670d\u52a1\u7aef\uff0c\u4e5f\u53ef\u4ee5\u8f6c\u5b58\u5230\u8fb9\u7f18\u5b58\u50a8\uff0c\u66f4\u52a0\u7075\u6d3b\u3002\u00a0\u57fa\u4e8e ARMS \u6258\u7ba1\u670d\u52a1\u7aef\u63d0\u4f9b\u5feb\u901f\u3001\u7a33\u5b9a\u7684\u67e5\u8be2\u4f53\u9a8c\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204494\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u57fa\u4e8e ARMS \u7684\u6258\u7ba1\u670d\u52a1\u7aef\u9488\u5bf9\u6d77\u91cf\u7684\u6570\u636e\u573a\u666f\u505a\u4e86\u5f88\u591a\u67e5\u8be2\u6027\u80fd\u4f18\u5316\u52a0\u901f\u7684\u6280\u672f\uff0c\u6bd4\u5982\u901a\u8fc7\u7b97\u5b50\u4e0b\u63a8\u7684\u65b9\u5f0f\uff0c\u5728 70% \u4ee5\u4e0a\u7684\u573a\u666f\u4e0b\u67e5\u8be2\u6027\u80fd\u76f8\u5bf9\u4e8e\u5f00\u6e90\u63d0\u5347\u4e86 10 \u500d\u4ee5\u4e0a\uff1b\u800c\u9488\u5bf9 7-10 \u5929\u7b49\u7684\u957f\u5468\u671f\u67e5\u8be2\uff0c\u901a\u8fc7\u964d\u91c7\u6837\u6280\u672f\u53c8\u8fdb\u4e00\u6b65\u5730\u63d0\u5347\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7\u7684\u67e5\u8be2\u6027\u80fd\uff1b\u9488\u5bf9 URL \u7b49\u53d1\u6563\u7ef4\u5ea6\uff0c\u901a\u8fc7\u81ea\u52a8\u6536\u655b\u7684\u6280\u672f\u5f88\u597d\u5730\u89e3\u51b3\u4e86\u70ed\u70b9\u5bfc\u81f4\u7684\u67e5\u8be2\u5361\u987f\u95ee\u9898\uff1b\u9488\u5bf9\u94fe\u8def\u6570\u636e\uff0c\u505a\u4e86\u5bf9\u5e94\u7528\u548c Traces ID \u4e24\u7ea7\u7684\u8def\u7531\u626b\u63cf\uff0c\u9488\u5bf9\u94fe\u8def\u67e5\u8be2\u7684\u4f7f\u7528\u7279\u5f81\u505a\u4e86\u76f8\u5e94\u7684\u4f18\u5316\u3002\u00a0\u9664\u4e86\u6d77\u91cf\u6570\u636e\u7684\u67e5\u8be2\u6027\u80fd\u4f18\u5316\u5916\uff0c\u6211\u4eec\u5728 HA \u4fa7\u4e5f\u505a\u4e86\u4f53\u7cfb\u5316\u7684\u5efa\u8bbe\uff0c\u6bd4\u5982\u9ed8\u8ba4\u652f\u6301\u5168\u7403\u90e8\u7f72\u3001\u591a\u53ef\u7528\u533a\u7684\u5bb9\u707e\uff0c\u907f\u514d\u4e86\u5355\u4e2a region \u6216 AZ \u4e0d\u53ef\u7528\u7684\u98ce\u9669\uff1b\u5176\u6b21\u4e1a\u52a1\u7ecf\u5e38\u4f1a\u9047\u5230\u7a81\u53d1\u7684\u6d41\u91cf\u6216\u7528\u6237\u5feb\u901f\u589e\u957f\uff0c\u5982\u679c\u662f\u81ea\u5efa\u673a\u623f\u5219\u9700\u8981\u8003\u8651\u5bb9\u91cf\u95ee\u9898\uff0c\u800c\u4f7f\u7528 ARMS \u53ef\u4ee5\u6839\u636e\u6d41\u91cf\u81ea\u9002\u5e94\u5730\u505a\u6269\u5145\uff0c\u65e0\u9700\u62c5\u5fc3\u7a81\u53d1\u6d41\u91cf\u5e26\u6765\u7684\u6027\u80fd\u74f6\u9888\uff1b\u6781\u7aef\u60c5\u51b5\u4e0b\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u52a8\u6001\u914d\u7f6e\u4e0b\u63a8\u6216\u81ea\u52a8\u6d41\u63a7\u964d\u7ea7\u4fdd\u969c\u6838\u5fc3\u529f\u80fd\u7684\u53ef\u7528\u6027\uff1b\u6700\u540e\uff0c\u63d0\u4f9b\u4e86\u5168\u94fe\u8def SLA \u76d1\u63a7\u548c\u9884\u8b66\u7684\u5efa\u8bbe\uff0c\u6709 7*24 \u5c0f\u65f6\u7684\u5e94\u6025\u54cd\u5e94\uff0c\u53ef\u53ca\u65f6\u53d1\u73b0\u53ef\u7528\u6027\u95ee\u9898\u5e76\u5feb\u901f\u6062\u590d\u3002\u00a0\u57fa\u4e8e Grafana+ARMS \u6784\u5efa\u7075\u6d3b\u3001\u7cbe\u7ec6\u7684\u53ef\u89c6\u5316\u754c\u9762\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204495\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u6b64\u5916\uff0c\u57fa\u4e8e Grafana +ARMS \u63d0\u4f9b\u4e86\u7075\u6d3b\u3001\u7cbe\u7ec6\u7684\u53ef\u89c6\u5316\u4f53\u9a8c\u3002\u00a0Grafana \u4e30\u5bcc\u7684\u4eea\u8868\u76d8\u63d2\u4ef6\u548c\u5e7f\u6cdb\u7684\u6570\u636e\u6e90\u652f\u6301\uff0c\u53ef\u4ee5\u5c06\u5404\u79cd\u6570\u636e\u90fd\u96c6\u6210\u5728\u4e00\u4e2a\u5927\u76d8\u91cc\u3002\u800c\u4e14\u901a\u8fc7 PromQL\u3001LogQL \u7b49\u7075\u6d3b\u7684\u67e5\u8be2\u8bed\u6cd5\uff0c\u4e0d\u9700\u8981\u524d\u7aef\u4ecb\u5165\u3002\u540e\u7aef\u7684\u7814\u53d1\uff0c\u6d4b\u8bd5\uff0cSRE \u7b49\u53ef\u4ee5\u901a\u8fc7\u4f4e\u4ee3\u7801\u7684\u5f62\u5f0f\u5feb\u901f\u6784\u5efa\u81ea\u5df1\u7684\u573a\u666f\u5927\u76d8\uff0c\u63d0\u5347\u53ef\u89c2\u6d4b\u7684\u6548\u7387\u3002\u00a0\u5f97\u76ca\u4e8e Grafana \u7684\u5f00\u6e90\u5c5e\u6027\uff0c\u5982\u679c\u60f3\u4ece\u81ea\u5efa\u673a\u623f\u8fc1\u79fb\u5230\u4e91\u4e0a\uff0c\u6216\u5728\u4e91\u4e4b\u95f4\u4e92\u76f8\u8fc1\u79fb\uff0c\u6574\u4e2a\u53ef\u89c6\u5316\u5e73\u53f0\u90fd\u80fd\u591f\u901a\u8fc7 JSON \u6587\u4ef6\u6216\u5176\u4ed6\u65b9\u5f0f\u5feb\u901f\u62f7\u8d1d\uff0c\u8f7b\u677e\u5b8c\u6210\u7aef\u5230\u7aef\u7684\u8fc1\u79fb\uff0c\u4e0d\u4f1a\u88ab\u7279\u5b9a\u7684\u5382\u5546\u5f3a\u7ed1\u5b9a\u3002\u00a0\u4f46\u662f Grafana \u4e5f\u5b58\u5728\u7f3a\u9677\uff0c\u6bd4\u5982\u5b83\u5728\u4ea4\u4e92\u573a\u666f\u7684\u4f53\u9a8c\u4e0d\u591f\u597d\uff0c\u56e0\u6b64 ARMS \u5728\u8c03\u7528\u94fe\u7684\u5173\u8054\u5206\u6790\u3001\u5728\u7ebf\u8bca\u65ad\u3001\u914d\u7f6e\u7ba1\u7406\u7b49\u5f3a\u4ea4\u4e92\u7684\u573a\u666f\u63d0\u4f9b\u4e86\u66f4\u7cbe\u7ec6\u5316\u7684\u4ea4\u4e92\u9875\u9762\u3002ARMS \u8fd8\u4f1a\u8fdb\u4e00\u6b65\u589e\u5f3a Grafana \u7684\u56fe\u8868\u63d2\u4ef6\uff0c\u63d0\u4f9b\u65b0\u7684\u56fe\u8868\u63d2\u4ef6\u4ee5\u63d0\u5347\u6258\u7ba1\u7248 Grafana \u7684\u53ef\u89c6\u5316\u80fd\u529b\u3002\u00a0Demo \u6f14\u793a 1\uff1a\u5982\u4f55\u57fa\u4e8e OpenTemeletry \u548c ARMS \u5b9e\u73b0\u5168\u94fe\u8def\u7684\u8ffd\u8e2a\u548c\u5e94\u7528\u8bca\u65ad\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204496\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u8fdb\u5165 ARMS \u63a7\u5236\u53f0-\u63a5\u5165\u4e2d\u5fc3\uff0c\u627e\u5230 OpenTelemetry \u7684\u63a5\u5165\u65b9\u5f0f\uff08\u4e5f\u53ef\u4ee5\u9009\u62e9\u5176\u4ed6\u7684\u63a5\u5165\u65b9\u5f0f\uff09\u3002\u4ee5 Java \u5e94\u7528\u4e3a\u4f8b\uff0c\u53ef\u4ee5\u901a\u8fc7 OT Java Aagent \u751f\u6210\u6570\u636e\uff0c\u7136\u540e\u4fee\u6539\u542f\u52a8\u53c2\u6570\uff0c\u6bd4\u5982\u63a5\u5165\u70b9\u6216\u9274\u6743\u7684 token \u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204497\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204498\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u9664\u4e86\u76f4\u63a5\u4e0a\u62a5\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7 OT Collector \u5b8c\u6210\u6570\u636e\u8f6c\u53d1\uff0c\u5b9e\u73b0\u65e0\u635f\u7edf\u8ba1\uff0c\u53ea\u9700\u8981\u5c06 endpoint \u6539\u6210\u672c\u5730\u670d\u52a1\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204499\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5373\u53ef\u901a\u8fc7 ARMS \u63d0\u4f9b\u7684 Traces Explorer \u9875\u9762\u8fdb\u884c\u8c03\u7528\u94fe\u7684\u5206\u6790\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204500\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u8c03\u7528\u94fe\u7684\u5206\u6790\u662f\u5f3a\u4ea4\u4e92\u573a\u666f\uff0c\u6bd4\u5982\u53ef\u4ee5\u901a\u8fc7\u5de6\u4fa7\u7684\u5feb\u6377\u7b5b\u9009\u5feb\u901f\u8fc7\u6ee4\u51fa\u5f02\u5e38\u8c03\u7528\u94fe\u8def\uff0c\u7136\u540e\u9009\u62e9\u5176\u4e2d\u4e00\u6761\u94fe\u8def\u67e5\u770b\u7aef\u5230\u7aef\u7684\u5168\u94fe\u8def\u8f68\u8ff9\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204501\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0ARMS \u5728 Java \u573a\u666f\u9488\u5bf9\u63a5\u53e3\u7c92\u5ea6\u505a\u4e86\u66f4\u8be6\u7ec6\u7684\u672c\u5730\u65b9\u6cd5\u57cb\u70b9\uff0c\u80fd\u591f\u66f4\u597d\u5730\u5b9a\u4f4d\u6839\u56e0\u3002\u4e0a\u56fe\u53f3\u4fa7\u53ef\u4ee5\u770b\u5230\u5f53\u524d span \u76f8\u5173\u7684\u9644\u52a0\u4fe1\u606f\uff0c\u5305\u62ec JVM \u548c\u4e3b\u673a\u7684\u76d1\u63a7\u6307\u6807\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204502\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u4e0e span \u76f8\u5173\u7684\u5e94\u7528\u65e5\u5fd7\u4e5f\u80fd\u5f88\u5feb\u901f\u5730\u96c6\u6210\uff0c\u6392\u67e5\u4e1a\u52a1\u95ee\u9898\u53ef\u4ee5\u7ed3\u5408\u65e5\u5fd7\u66f4\u597d\u5730\u5b9a\u4f4d\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204503\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0Traces Explorer \u9664\u4e86\u8c03\u7528\u94fe\u7684\u67e5\u8be2\u5916\uff0c\u4e5f\u53ef\u4ee5\u505a\u5b9e\u65f6\u7684\u52a8\u6001\u5206\u6790\u3002\u6bd4\u5982\u53ef\u4ee5\u67e5\u770b\u5f02\u5e38\u94fe\u8def\u662f\u5426\u96c6\u4e2d\u5728\u67d0\u7279\u5b9a IP \uff0c\u662f\u5426\u5b58\u5728\u5355\u673a\u6545\u969c\u7684\u53ef\u80fd\u6027\uff0c\u6216\u662f\u5426\u96c6\u4e2d\u5728\u7279\u5b9a\u7684\u63a5\u53e3\u3002\u4e5f\u53ef\u4ee5\u5c06\u5f88\u591a\u8c03\u7528\u94fe\u8fdb\u884c\u5168\u94fe\u8def\u7684\u805a\u5408\uff0c\u591a\u6761\u94fe\u8def\u53ef\u4ee5\u770b\u5230\u6bcf\u4e00\u4e2a\u5206\u652f\u7684\u60c5\u51b5\uff0c\u4e5f\u53ef\u4ee5\u770b\u5230\u5e94\u7528\u7ef4\u5ea6\u66f4\u76f4\u89c2\u7684\u62d3\u6251\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204504\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204505\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u6b64\u5916\uff0cARMS \u8fd8\u9488\u5bf9 Java \u63d0\u4f9b\u4e86\u8f83\u597d\u7684\u4ea4\u4e92\u56fe\u8868\u3002\u9664\u4e86 JVM \u76d1\u63a7\u3001\u4e3b\u673a\u76d1\u63a7\u5916\uff0c\u8fd8\u5305\u62ec\u5bb9\u5668\u7684 Pod \u76d1\u63a7\u3001\u7ebf\u7a0b\u6c60\u76d1\u63a7\u7b49\u3002\u4e1a\u52a1\u9ad8\u5cf0\u671f\u5f88\u5bb9\u6613\u51fa\u73b0\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u6253\u6ee1\u7b49\u60c5\u51b5\uff0c\u4ee5\u5f80\u6b64\u7c7b\u95ee\u9898\u96be\u4ee5\u6392\u67e5.\u4f46\u6709\u4e86\u6c60\u5316\u76d1\u63a7\uff0c\u5373\u53ef\u4e00\u773c\u5b9a\u4f4d\u5230\u95ee\u9898\u6240\u5728\u3002\u901a\u8fc7\u4e0a\u4e0b\u6e38\u7684\u5206\u6790\uff0c\u80fd\u591f\u5f88\u8f7b\u677e\u5730\u83b7\u77e5\u5f53\u524d\u5e94\u7528\u8c03\u7528\u65b9\u7684\u60c5\u51b5\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204506\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204507\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u5728\u6570\u636e\u5e93\u8c03\u7528\u91cc\u53ef\u4ee5\u770b\u5230 SQL \u7684\u660e\u7ec6\u7edf\u8ba1\u4ee5\u53ca\u7f13\u5b58\u7684\u64cd\u4f5c\u60c5\u51b5\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204508\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0ARMS \u8fd8\u63d0\u4f9b\u4e86\u9ad8\u9636\u7684\u8bca\u65ad\u80fd\u529b\uff0c\u6bd4\u5982\u7ebf\u7a0b\u5206\u6790\uff0c\u53ef\u4ee5\u9488\u5bf9\u6bcf\u4e00\u7c7b\u7ebf\u7a0b\u6c60\u89c2\u5bdf\u7ebf\u7a0b\u6d88\u8017\u7684 CPU \u3001\u8017\u65f6\u4ee5\u53ca\u7ebf\u7a0b\u6570\uff0c\u4e5f\u53ef\u4ee5\u67e5\u770b\u65b9\u6cd5\u6808\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204509\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u9488\u5bf9 Java \u5e94\u7528\u7684\u7591\u96be\u95ee\u9898\uff0c\u53ef\u4ee5\u901a\u8fc7\u767d\u5c4f\u5316\u7684 Arthas \u8bca\u65ad\u5b9e\u65f6\u6293\u53d6\u6355\u83b7 JVM \u8fd0\u884c\u6001\u7684\u6570\u636e\uff0c\u6bd4\u5982\u67e5\u770b\u65b9\u6cd5\u8c03\u7528\u7684\u8f68\u8ff9\u3001\u53c2\u6570\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204510\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u9664\u6b64\u4e4b\u5916\uff0c\u8fd8\u53ef\u5c06 APM \u7684\u6307\u6807\u6570\u636e\u5199\u5230 Prometheus\uff0c\u901a\u8fc7 Grafana \u505a\u5c55\u793a\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 PromQL \u5b9a\u5236\u81ea\u5df1\u60f3\u8981\u7684 APM \u5927\u76d8\uff0c\u53ef\u4ee5\u5c06 APM \u6570\u636e\u548c\u5176\u4ed6\u6307\u6807\u6570\u636e\u6bd4\u5982\u4e1a\u52a1\u3001\u57fa\u7840\u8bbe\u65bd\u3001\u4e91\u7ec4\u4ef6\u3001\u6570\u636e\u5e93\u670d\u52a1\u7aef\u3001\u5bb9\u5668\u7b49\u653e\u5728\u4e00\u8d77\uff0c\u5b9a\u5236\u81ea\u5df1\u7684\u5927\u76d8\u5f62\u6001\u3002\u00a0Demo \u6f14\u793a 2\uff1a:\u5982\u4f55\u57fa\u4e8e Prometheus \u548c Grafana \u505a\u7edf\u4e00\u7684\u76d1\u63a7\u548c\u544a\u8b66\u00a0\u9996\u5148\uff0c\u5728\u63a5\u5165\u4e2d\u5fc3\u9009\u62e9\u8981\u63a5\u5165\u7684\u7ec4\u4ef6\uff0c\u6709 MySQL \u3001Redis \u3001ES \u7b49\uff0c\u9ed8\u8ba4\u652f\u6301\u963f\u91cc\u4e91\u4e0a\u7684\u5f88\u591a\u7ec4\u4ef6\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204511\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u4ee5 MySQL \u4e3a\u4f8b\uff0c\u9996\u5148\u9009\u62e9\u8981\u63a5\u5165\u7684\u5b9e\u4f8b\uff0c\u586b\u5199 exporter \u540d\u79f0\uff0c\u9009\u62e9\u5730\u5740\uff0c\u518d\u5199\u5165\u7528\u6237\u5bc6\u7801\uff0c\u6b64\u5904\u4e5f\u53ef\u4ee5\u67e5\u770b\u5f53\u524d exporter \u91c7\u96c6\u7684\u6307\u6807\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204512\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204513\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u5982\u679c\u5b9e\u4f8b\u672a\u63a5\u5165\uff0c\u53ef\u4ee5\u9009\u62e9\u65b0\u5efa\u5b9e\u4f8b\u3002\u6bd4\u5982\u9488\u5bf9 ECS \u73af\u5883\u6216\u81ea\u5efa\u673a\u623f\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e0b\u8f7d ARMS \u63d0\u4f9b\u7684 helm \u5b89\u88c5 Prometheus Agent \uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7 Remote Write \u7684\u65b9\u5f0f\u76f4\u63a5\u4e0a\u62a5\u6570\u636e\u3002\u5982\u679c\u5e0c\u671b\u5c06\u591a\u4e2a\u5730\u57df\u7684\u6570\u636e\u6e90\u653e\u5728\u4e00\u8d77\u67e5\u770b\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7 Global View \u5168\u5c40\u63a5\u53e3\u5b9e\u4f8b\u5c06\u591a\u4e2a\u6570\u636e\u8fdb\u884c\u7edf\u4e00\u5c55\u793a\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204514\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204515\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u8fdb\u5165\u96c6\u6210\u4e2d\u5fc3\u540e\uff0c\u53ef\u4ee5\u770b\u5230\u5f53\u524d\u5b9e\u4f8b\u5df2\u7ecf\u5b89\u88c5\u7684\u7ec4\u4ef6\uff0c\u53ef\u4ee5\u67e5\u770b\u7ec4\u4ef6\u91c7\u96c6\u7684\u6307\u6807\uff0c\u53ef\u4ee5\u66f4\u7cbe\u7ec6\u5316\u5730\u9009\u62e9\u54ea\u4e9b\u6307\u6807\u9700\u8981\u91c7\u96c6\uff0c\u54ea\u4e9b\u4e0d\u9700\u8981\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204516\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u5927\u76d8\u5217\u8868\u91cc\uff0cARMS \u63d0\u4f9b\u4e86\u975e\u5e38\u591a\u9884\u7f6e\u7684 Grafana \u5927\u76d8\uff0c\u6bd4\u5982 K8s \u7684\u603b\u89c8\u89c6\u56fe\u6216 node \u8be6\u60c5\u89c6\u56fe\uff0c\u53ef\u4ee5\u67e5\u770b\u5f53\u524d\u8282\u70b9\u5404\u79cd\u72b6\u6001\uff0c\u7528\u6237\u4e5f\u53ef\u4ee5\u57fa\u4e8e\u89c6\u56fe\u81ea\u5df1\u7f16\u8f91\u65b0\u7684\u56fe\u8868\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204517\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u56e0\u4e3a\u6570\u636e\u90fd\u5199\u5230 Prometheus\uff0c\u6240\u4ee5\u544a\u8b66\u4e5f\u53ef\u4ee5\u57fa\u4e8e PromQL \u6269\u5c55\u3002\u6211\u4eec\u63d0\u4f9b\u4e86\u5f88\u591a\u9ed8\u8ba4\u7684\u544a\u8b66\u6a21\u677f\uff0c\u6bd4\u5982\u8282\u70b9\u7684 CPU \u4f7f\u7528\u7387\u7b49\u3002\u9664\u4e86\u53ef\u4ee5\u5b9a\u5236\u544a\u8b66\u5185\u5bb9\uff0c\u8fd8\u53ef\u4ee5\u9009\u62e9\u901a\u77e5\u7b56\u7565\uff0c\u6bd4\u5982\u4e0d\u540c\u7684\u544a\u8b66\u53d1\u7ed9\u4e0d\u540c\u7684\u503c\u73ed\u4eba\u5458\u3002\u00a0Grafana ARMS \u63d0\u4f9b\u4e86\u4e24\u79cd\u7c7b\u578b\u7684 Grafana\uff0c\u5206\u522b\u662f\u5171\u4eab\u7248\u672c\u548c\u6258\u7ba1\u7684\u72ec\u5360\u7248\u672c\u3002\u6211\u4eec\u66f4\u63a8\u8350\u5f00\u901a\u72ec\u5360\u7684\u6258\u7ba1\u7248\u672c\uff0c\u53ef\u4ee5\u505a\u81ea\u5b9a\u4e49\u7684\u8d26\u53f7\u7ba1\u7406\uff0c\u4e5f\u53ef\u4ee5\u5f97\u5230\u66f4\u597d\u7684\u53ef\u7528\u6027\u548c\u5b89\u5168\u6027\u4fdd\u969c\u3002\u00a0Demo \u6f14\u793a 3\uff1a\u57fa\u4e8e Loki \u7684\u65e5\u5fd7\u67e5\u8be2\u5206\u6790\u00a0\u7531\u4e8e ARMS \u76ee\u524d\u8fd8\u6ca1\u6709\u63d0\u4f9b\u5546\u4e1a\u5316\u7684 Loki \u670d\u52a1\uff0c\u56e0\u6b64\u672c\u6587\u5c06\u4ee5\u5b98\u7f51\u7684 Grafana \u793a\u4f8b\u6f14\u793a Loki \u7684\u63a5\u5165\u6548\u679c\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204518\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204519\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u5b8c\u6210\u65e5\u5fd7\u63a5\u5165\u4e4b\u540e\uff0c\u53ef\u4ee5\u57fa\u4e8e Loki \u63d0\u4f9b\u7684 LokiQL \u5feb\u901f\u8fc7\u6ee4\u3002\u5b83\u8fd8\u9488\u5bf9\u5173\u952e\u7684\u7d22\u5f15\u5b57\u6bb5\u5efa\u7acb\u4e86\u7d22\u5f15\uff0c\u57fa\u4e8e\u8fd9\u4e9b\u5b57\u6bb5\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u68c0\u7d22\u901f\u5ea6\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204520\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204521\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u57fa\u4e8e Loki \u53ef\u4ee5\u5b9a\u5236\u5f62\u6001\u8f83\u4e3a\u4e30\u5bcc\u7684\u56fe\u8868\u3002\u4e0a\u56fe\u4e3a\u5b98\u7f51\u63d0\u4f9b\u7684 Loki Nginx \u5927\u76d8\uff0c\u7edf\u8ba1\u7684\u6570\u503c\u6216\u5730\u57df\u7684\u5206\u5e03\u7b49\u90fd\u53ef\u4ee5\u901a\u8fc7 LogQL \u5b9a\u5236\uff0c\u975e\u5e38\u7075\u6d3b\u3002\u00a0Demo \u6f14\u793a 4\uff1a\u57fa\u4e8e RASP \u7684\u5e94\u7528\u5b89\u5168\u9632\u62a4\u00a0\u5371\u9669\u7ec4\u4ef6\u68c0\u6d4b\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204522\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204523\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u5e94\u7528\u63a5\u5165 RUSP \u4e4b\u540e\uff0c\u53ef\u4ee5\u81ea\u52a8\u6839\u636e cve \u6807\u51c6\u626b\u63cf\u51fa\u5f53\u524d\u5e94\u7528\u662f\u5426\u5b58\u5728\u5371\u9669\u7ec4\u4ef6\uff0c\u80fd\u591f\u5feb\u901f\u63d0\u793a\u5e94\u7528\u5f53\u524d\u53ef\u80fd\u5b58\u5728\u7684\u98ce\u9669\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204524\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u53ef\u4ee5\u67e5\u770b\u5b9e\u4f8b\u8be6\u60c5\u548c\u6f0f\u6d1e\u8be6\u60c5\uff0c\u5305\u62ec\u5177\u4f53\u7684\u6f0f\u6d1e\u63cf\u8ff0\u4ee5\u53ca\u76f8\u5e94\u7684\u4fee\u590d\u65b9\u6848\uff0c\u6839\u636e\u8fd9\u4e2a\u4fee\u590d\u65b9\u6848\uff0c\u5373\u53ef\u5b8c\u6210\u6f0f\u6d1e\u4fee\u590d\u3002\u00a0\u9664\u4e86\u5df2\u77e5\u7684\u5371\u9669\u7ec4\u4ef6\uff0c\u4e5f\u53ef\u4ee5\u57fa\u4e8e\u8fd8\u672a\u4e0a\u62a5\u6216\u7279\u6709\u7684\u7ec4\u4ef6\u505a\u5168\u91cf\u7ec4\u4ef6\u81ea\u67e5\u3002\u00a0\u5e94\u7528\u5b89\u5168\u7684\u653b\u51fb\u9632\u62a4\u00a0\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204525\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u906d\u5230\u6076\u610f\u653b\u51fb\u540e\uff0c\u7cfb\u7edf\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u51fa\u5f53\u524d\u5b58\u5728\u7684\u6076\u610f\u653b\u51fb\u884c\u4e3a\uff0c\u4e14\u53ef\u4ee5\u770b\u5230\u653b\u51fb\u53d1\u751f\u5728\u54ea\u4e2a\u8282\u70b9\u4ee5\u53ca\u8bf7\u6c42\u7684\u53c2\u6570\u548c\u8c03\u7528\u653b\u51fb\u7684\u5806\u6808\u60c5\u51b5\u3002\u00a0\u9664\u4e86\u653b\u51fb\u8bc6\u522b\u5916\uff0c\u8fd8\u53ef\u4ee5\u505a\u4e3b\u52a8\u9632\u62a4\uff0c\u5c06\u9632\u62a4\u6a21\u5f0f\u4ece\u76d1\u63a7\u8bbe\u7f6e\u4e3a\u76d1\u63a7\u5e76\u963b\u65ad\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204526\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u4fee\u6539\u9632\u62a4\u6a21\u5f0f\u540e\uff0c\u9488\u5bf9\u6700\u65b0\u7684\u653b\u51fb\u884c\u4e3a\uff0c\u5e73\u53f0\u4e0d\u53ea\u8fdb\u884c\u76d1\u63a7\uff0c\u8fd8\u80fd\u591f\u5c06\u5b83\u76f4\u63a5\u963b\u65ad\uff0c\u4e0d\u5f71\u54cd\u4e1a\u52a1\u7684\u5177\u4f53\u903b\u8f91\u3002\u540c\u65f6\u629b\u51fa\u5f02\u5e38\uff0c\u63d0\u793a\u5f53\u524d\u98ce\u9669\u884c\u4e3a\u5df2\u7ecf\u88ab\u963b\u65ad\u3002\u00a0Demo \u6f14\u793a 5\uff1aARMS \u63d0\u4f9b\u7684\u7528\u6237\u4f53\u9a8c\u76d1\u63a7<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204527\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204528\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u5728\u63a5\u5165\u4e2d\u5fc3\uff0c\u53ef\u4ee5\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u7aef\u4fa7\u8bbe\u5907\u8fdb\u884c\u76d1\u63a7\u3002\u4ee5 web \u7aef\u4e3a\u4f8b\uff0c\u53ef\u4ee5\u65b0\u5efa\u7ad9\u70b9\uff0c\u9009\u62e9\u76f8\u5e94\u7684\u914d\u7f6e\uff0c\u7136\u540e\u901a\u8fc7 CDN \u6216 NPM \u5305\u7684\u65b9\u5f0f\u5b8c\u6210\u63a5\u5165\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204529\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u63a5\u5165\u5b8c\u6210\u540e\uff0c\u53ef\u67e5\u770b\u5f53\u524d\u63a7\u5236\u53f0 PV\u3001UV \u4ee5\u53ca API \u7684\u8bf7\u6c42\u6210\u529f\u7387\uff0c\u5e76\u4e14\u53ef\u4ee5\u770b\u5230\u8bf7\u6c42\u5206\u5e03\u5728\u54ea\u4e9b\u5730\u7406\u4f4d\u7f6e\u3001\u8fd0\u8425\u5546\u6216\u6d4f\u89c8\u5668\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204530\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u6bd4\u5982\u65b0\u5f00\u53d1\u4e86\u529f\u80fd\u9875\u9762\uff0c\u53ef\u4ee5\u67e5\u770b\u9875\u9762 top 20 \u7528\u6237\u8bbf\u95ee\u7684\u60c5\u51b5\uff0c\u4e5f\u53ef\u4ee5\u9009\u62e9\u5177\u4f53\u7684\u7528\u6237\uff0c\u901a\u8fc7\u4f1a\u8bdd\u8ffd\u8e2a\u67e5\u770b\u7528\u6237\u5982\u4f55\u4f7f\u7528\u6b64\u4ea7\u54c1\uff0c\u80fd\u591f\u66f4\u597d\u5730\u89c2\u6d4b\u7528\u6237\u884c\u4e3a\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204531\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u5e94\u7528\u524d\u7aef\u76d1\u63a7\u8fd8\u53ef\u4ee5\u4e0e\u62e8\u6d4b\u7ed3\u5408\u4f7f\u7528\uff0c\u53ef\u4ee5\u901a\u8fc7\u62e8\u6d4b\u6a21\u62df\u771f\u5b9e\u7684\u7528\u6237\u884c\u4e3a\uff0c\u5bf9\u7f51\u7ad9\u8d28\u91cf\u3001\u7f51\u9875\u6027\u80fd\u3001\u6587\u4ef6\u4e0b\u8f7d\u6216 API \u7684\u6027\u80fd\u505a\u6a21\u62df\uff0c\u63d0\u524d\u53d1\u73b0\u95ee\u9898\uff0c\u5148\u4e8e\u7528\u6237\u611f\u77e5\u5230\u53ef\u80fd\u5b58\u5728\u7684\u98ce\u9669\u3002\u53d1\u73b0\u53ef\u7528\u6027\u51fa\u73b0\u5f02\u5e38\u540e\uff0c\u53ef\u4ee5\u9488\u5bf9\u4e0d\u540c\u7684\u7ad9\u70b9\u81ea\u52a8\u53d1\u9001\u901a\u77e5\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204532\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u4e0a\u56fe\u4e3a\u5df2\u521b\u5efa\u7684 demo \u4efb\u52a1\uff0c\u53ef\u4ee5\u89c2\u6d4b\u5230\u7f51\u7ad9\u7684\u65f6\u5ef6\u3001\u4e22\u5305\u7387\u4ee5\u53ca\u6bcf\u4e00\u6b21\u62e8\u6d4b\u7684\u72b6\u6001\u548c\u7ed3\u679c\uff0c\u5e76\u4e14\u901a\u8fc7\u591a\u7ef4\u7684\u62a5\u544a\u67e5\u770b\u95ee\u9898\u805a\u7126\u5728\u54ea\u4e9b\u5730\u533a\u7b49\u3002\u00a0\u867d\u7136 OPLG \u5e76\u4e0d\u80fd\u8986\u76d6\u6240\u6709\u53ef\u89c2\u6d4b\u9886\u57df\uff0c\u4f46\u5b83\u4e3a\u53ef\u89c2\u6d4b\u63d0\u4f9b\u4e86\u975e\u5e38\u826f\u597d\u7684\u5e95\u5ea7\u548c\u89c4\u8303\u3002\u5728\u8fd9\u5957\u4f53\u7cfb\u7684\u57fa\u7840\u4e4b\u4e0a\uff0c\u53ef\u4ee5\u4e0d\u65ad\u5730\u5c06\u5176\u4ed6\u53ef\u89c2\u6d4b\u6280\u672f\u6216\u4ea7\u54c1\u80fd\u529b\u96c6\u6210\u8fdb\u6765\uff0c\u6ee1\u8db3\u5404\u79cd\u573a\u666f\u7684\u53ef\u89c2\u6d4b\u8bc9\u6c42\uff0c\u4ece\u800c\u5e94\u5bf9\u6108\u52a0\u590d\u6742\u591a\u53d8\u7684\u73af\u5883\u5e26\u6765\u7684\u6311\u6218\u3002\u00a0\u4e91\u539f\u751f\u65f6\u4ee3\u53ef\u89c2\u6d4b\u6280\u672f\u7684\u8d8b\u52bf\u4e0e\u6280\u672f\u9009\u578b\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204533\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u4e91\u539f\u751f\u65f6\u4ee3\u7684\u53ef\u89c2\u6d4b\u6280\u672f\uff0c\u5728\u8f6f\u4ef6\u67b6\u6784\u5c42\u9762\u4f1a\u66f4\u591a\u5730\u5411\u5206\u5e03\u5f0f\u4e91\u548c\u6df7\u5408\u4e91\u7684\u65b9\u5411\u53d1\u5c55\u3002\u540c\u65f6\u5bb9\u5668\u5316\u3001\u5fae\u670d\u52a1\u3001 DevOps \u751a\u81f3 DevSecOps \u4e5f\u5c06\u9010\u6e10\u6210\u4e3a\u4e3b\u6d41\u3002\u00a0\u53ef\u89c2\u6d4b\u6280\u672f\u8d8b\u52bf\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\u00a01\u3001\u6807\u51c6\u9010\u6e10\u6210\u578b\u6536\u655b\u3002\u6280\u672f\u6808\u4f1a\u5411 OpenTelemetry\u3001Prometheus \u7b49\u65b9\u5411\u6536\u655b\u3002\u800c\u57fa\u4e8e\u66f4\u52a0\u6807\u51c6\u7684\u6570\u636e\uff0c\u81ea\u52a8\u5316\u7684\u6210\u672c\u5c06\u4f1a\u66f4\u4f4e\uff0c\u6548\u7387\u5c06\u4f1a\u66f4\u9ad8\u3002\u5206\u5c42\u4e4b\u95f4\u7684\u76d1\u63a7\u8fb9\u754c\u88ab\u6253\u7834\u4e4b\u540e\uff0c\u76d1\u63a7\u7acb\u4f53\u5316\u4e5f\u5c06\u6108\u53d1\u6210\u719f\u3002\u00a02\u3001\u57fa\u4e8e eBPF \u7684\u7f51\u7edc\u548c\u5185\u6838\u7684\u65e0\u4fb5\u5165\u63a2\u6d4b\uff0c\u5e26\u6765\u66f4\u591a\u89c2\u6d4b\u6280\u672f\u7684\u53ef\u80fd\u6027\u3002\u00a03\u3001\u53bb\u4e2d\u5fc3\u5316\u8d8b\u52bf\u3002\u9996\u5148\uff0c\u6570\u636e\u53bb\u4e2d\u5fc3\u5316\uff0c\u6bd4\u5982\u57fa\u4e8e OpenTelemetry Collector \u53ef\u4ee5\u5c06\u5f88\u591a\u53ef\u89c2\u6d4b\u7684\u9884\u5904\u7406\u5de6\u79fb\u5230\u7528\u6237\u96c6\u7fa4\u5185\uff0c\u964d\u4f4e\u4e2d\u5fc3\u5316\u670d\u52a1\u7aef\u7684\u538b\u529b\u3002\u5176\u6b21\uff0c\u534f\u540c\u53bb\u4e2d\u5fc3\u5316\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u5728\u7edf\u4e00\u7684\u63a7\u5236\u53f0\u67e5\u770b\u53ef\u89c2\u6d4b\u6570\u636e\uff0c\u4e5f\u53ef\u4ee5\u5728\u5373\u65f6\u901a\u8baf\u8f6f\u4ef6\u6bd4\u5982\u9489\u9489\u5b8c\u6210\u6574\u4e2a\u534f\u4f5c\u7684\u8fc7\u7a0b\u3002\u00a0\u66f4\u591a\u4ea7\u54c1\u9650\u65f6\u7279\u60e0\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042204534\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\" ><br \/>\u00a0\u70b9\u51fb\u6b64\u5904\uff0c\u67e5\u770b\u66f4\u591a\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u76f8\u5173\u4fe1\u606f~\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/link.segmentfault.com\/?enc=lt9NFo0GLeWqvLesTVF8mg%3D%3D.A9DYed9eoNQUjMrFlMh6%2FzcLT436vg%2F2f8S2SPlNU9lM46ZaP%2Fv4oWlIZ6PfxF6M\" rel=\"nofollow\">http:\/\/click.aliyun.com\/m\/100&#8230;<\/a>\u672c\u6587\u4e3a\u963f\u91cc\u4e91\u539f\u521b\u5185\u5bb9\uff0c\u672a\u7ecf\u5141\u8bb8\u4e0d\u5f97\u8f6c\u8f7d\u3002<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000042204487\">https:\/\/segmentfault.com\/a\/1190000042204487<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0\u968f\u7740\u8f6f\u4ef6\u590d\u6742\u5ea6\u7684\u4e0d\u65ad\u63d0\u5347\uff0c\u5355\u4f53\u5e94\u7528\u67b6\u6784\u9010\u6b65\u5411\u5206\u5e03\u5f0f\u548c\u5fae\u670d\u52a1\u7684\u67b6\u6784\u6f14\u8fdb\uff0c\u6574\u4f53\u7684\u8c03\u7528\u73af\u5883\u4e5f\u8d8a\u6765\u8d8a\u590d\u6742\uff0c\u4ec5\u9760 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-10005974","post","type-post","status-publish","format-standard","hentry"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10005974","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10005974"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10005974\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10005974"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10005974"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10005974"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}