{"id":206848,"date":"2025-06-12T09:10:19","date_gmt":"2025-06-12T01:10:19","guid":{"rendered":"https:\/\/server.hk\/cnblog\/206848\/"},"modified":"2025-06-12T09:10:19","modified_gmt":"2025-06-12T01:10:19","slug":"kontroler-%e7%ae%80%e4%bb%8b%ef%bc%9a%e7%94%a8%e4%ba%8e-dag-%e7%9a%84-kubernetes-%e8%b0%83%e5%ba%a6%e5%bc%95%e6%93%8e","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/206848\/","title":{"rendered":"Kontroler \u7b80\u4ecb\uff1a\u7528\u4e8e DAG \u7684 Kubernetes \u8c03\u5ea6\u5f15\u64ce"},"content":{"rendered":"

GOLANG<\/span>\u4e0d\u77e5\u9053\u5927\u5bb6\u662f\u5426\u719f\u6089\uff1f\u4eca\u5929\u6211\u5c06\u7ed9\u5927\u5bb6\u4ecb\u7ecd
\n\u300aKontroler \u7b80\u4ecb\uff1a\u7528\u4e8e DAG \u7684 Kubernetes \u8c03\u5ea6\u5f15\u64ce\u300b<\/span>\uff0c\u8fd9\u7bc7\u6587\u7ae0\u4e3b\u8981\u4f1a\u8bb2\u5230
\n<\/span>\u7b49\u7b49\u77e5\u8bc6\u70b9\uff0c\u5982\u679c\u4f60\u5728\u770b\u5b8c\u672c\u7bc7\u6587\u7ae0\u540e\uff0c\u6709\u66f4\u597d\u7684\u5efa\u8bae\u6216\u8005\u53d1\u73b0\u54ea\u91cc\u6709\u95ee\u9898\uff0c\u5e0c\u671b\u5927\u5bb6\u90fd\u80fd\u79ef\u6781\u8bc4\u8bba\u6307\u51fa\uff0c\u8c22\u8c22\uff01\u5e0c\u671b\u6211\u4eec\u80fd\u4e00\u8d77\u52a0\u6cb9\u8fdb\u6b65\uff01
\n
,kontroler \u662f\u4e00\u4e2a\u5f00\u6e90 kubernetes \u8c03\u5ea6\u5f15\u64ce\uff0c\u65e8\u5728\u7b80\u5316\u6709\u5411\u65e0\u73af\u56fe (dag) \u7684\u7ba1\u7406\u3002\u501f\u52a9 kontroler\uff0c\u60a8\u53ef\u4ee5\u5728 yaml \u4e2d\u5b9a\u4e49\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5c06\u4efb\u52a1\u4f5c\u4e3a\u5bb9\u5668\u5316\u4f5c\u4e1a\u8fd0\u884c\uff0c\u751a\u81f3\u53ef\u4ee5\u901a\u8fc7\u53ef\u9009\u7684\u57fa\u4e8e web \u7684 ui \u5c06\u5176\u53ef\u89c6\u5316\u3002\u65e0\u8bba\u60a8\u9700\u8981\u6309\u8ba1\u5212\u6267\u884c\u5de5\u4f5c\u6d41\u7a0b\u8fd8\u662f\u54cd\u5e94\u5b9e\u65f6\u4e8b\u4ef6\uff0ckontroler \u90fd\u80fd\u63d0\u4f9b\u7075\u6d3b\u7684 kubernetes \u539f\u751f\u89e3\u51b3\u65b9\u6848\u3002,\u4e5f\u5c31\u662f\u8bf4\uff0c\u6211\u5fc5\u987b\u8b66\u544a kontroler \u76ee\u524d\u5904\u4e8e alpha \u72b6\u6001\u3002\u5b83\u975e\u5e38\u9002\u5408\u5b9e\u9a8c\u548c\u539f\u578b\u8bbe\u8ba1\uff0c\u4f46\u53ef\u80fd\u5c1a\u672a\u51c6\u5907\u597d\u7528\u4e8e\u751f\u4ea7\u4f7f\u7528\u3002\u4f5c\u4e3a\u4e00\u4e2a\u526f\u9879\u76ee\uff0ckontroler \u4e0d\u63d0\u4f9b\u652f\u6301\uff0c\u56e0\u6b64\u5728\u751f\u4ea7\u4e2d\u4f7f\u7528\u5b83\u9700\u8981\u60a8\u81ea\u62c5\u98ce\u9669\uff01,\u5982\u679c\u60a8\u60f3\u67e5\u770b github \u5b58\u50a8\u5e93\uff0c\u8bf7\u8bbf\u95ee\uff1ahttps:\/\/github.com\/greedykomododragon\/kontroler,\u7ba1\u7406 kubernetes \u4e0a\u7684\u5de5\u4f5c\u6d41\u7a0b\u53ef\u80fd\u5177\u6709\u6311\u6218\u6027\u3002\u867d\u7136 kubernetes \u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u539f\u8bed\uff08\u5982 cronjobs \u548c jobs\uff09\uff0c\u4f46\u534f\u8c03\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u7a0b\u4e0e\u4f9d\u8d56\u9879\u3001\u91cd\u8bd5\u548c\u52a8\u6001\u89e6\u53d1\u5668\u901a\u5e38\u9700\u8981\u81ea\u5b9a\u4e49\u811a\u672c\u6216\u5916\u90e8\u5de5\u5177\u3002 kontroler \u901a\u8fc7\u63d0\u4f9b kubernetes \u539f\u751f\u89e3\u51b3\u65b9\u6848\u6765\u5b9a\u4e49\u3001\u5b89\u6392\u548c\u7ba1\u7406\u6709\u5411\u65e0\u73af\u56fe (dag) \u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ece\u800c\u7b80\u5316\u4e86\u6b64\u8fc7\u7a0b\u3002,\u4ee5\u4e0b\u662f kontroler \u8131\u9896\u800c\u51fa\u7684\u539f\u56e0\uff1a,kontroler \u4f7f\u60a8\u80fd\u591f\u4f7f\u7528\u7b80\u5355\u7684 yaml \u6587\u4ef6\u5b9a\u4e49\u6574\u4e2a\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5305\u62ec\u4efb\u52a1\u3001\u4f9d\u8d56\u9879\u3001\u91cd\u8bd5\u903b\u8f91\u548c\u6761\u4ef6\u6267\u884c\u3002\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u60a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u4fdd\u6301\u58f0\u660e\u6027\u3001\u7248\u672c\u63a7\u5236\uff0c\u5e76\u4e14\u6613\u4e8e\u5728\u56e2\u961f\u4e4b\u95f4\u5171\u4eab\u3002,\u5c06\u5b83\u4eec\u5305\u88c5\u5728 helm \u56fe\u8868\u4e2d\u5e76\u4f7f\u7528\u81ea\u52a8\u5316\u90e8\u7f72\u7cfb\u7edf\uff08\u4f8b\u5982 argocd \u6216 fluxcd\uff09\uff0c\u60a8\u5c31\u53ef\u4ee5\u5728 gitops \u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7ba1\u7406 dag\u3002,\u65e0\u8bba\u60a8\u9700\u8981\u5de5\u4f5c\u6d41\u7a0b\u5b9a\u671f\u8fd0\u884c\uff08\u4f8b\u5982 cronjobs\uff09\u8fd8\u662f\u5bf9\u5b9e\u65f6\u89e6\u53d1\u5668\u505a\u51fa\u53cd\u5e94\uff08\u4f8b\u5982\u6765\u81ea\u961f\u5217\u7684\u6d88\u606f\uff09\uff0ckontroler \u90fd\u80fd\u6ee1\u8db3\u60a8\u7684\u9700\u6c42\u3002\u5b83\u65e0\u7f1d\u96c6\u6210\u4e86\u4e24\u79cd\u8c03\u5ea6\u8303\u4f8b\uff0c\u4f7f\u5176\u9002\u7528\u4e8e\u5404\u79cd\u7528\u4f8b\u3002,kontroler \u4f7f\u7528 dagruns\uff08kontroler \u53ef\u4ee5\u76d1\u63a7\u7684\u81ea\u5b9a\u4e49\u8d44\u6e90\u5b9a\u4e49\u6216 crd\uff09\u8fdb\u884c\u64cd\u4f5c\u3002\u8981\u6267\u884c dag \u8fd0\u884c\uff0c\u60a8\u53ea\u9700\u521b\u5efa\u4e00\u4e2a dagrun\uff0c\u7136\u540e kontroler \u7ba1\u7406\u6267\u884c\u3002\u901a\u8fc7\u5728\u63a7\u5236\u5668\u5916\u90e8\u516c\u5f00\u6b64\u529f\u80fd\uff0ckontroler \u53ef\u4ee5\u4e0e\u5916\u90e8\u7cfb\u7edf\u65e0\u7f1d\u96c6\u6210\u3002\u8bf7\u53c2\u9605\u4e0b\u9762\u7684 dagrun \u793a\u4f8b\uff1a
\n
,\u60a8\u53ea\u9700\u63d0\u4f9b dag \u7684\u540d\u79f0\uff0c\u53ef\u4ee5\u9009\u62e9\u5305\u542b\u4efb\u4f55\u53c2\u6570\u3002\u5982\u679c\u672a\u6307\u5b9a\uff0c\u53c2\u6570\u5c06\u4f7f\u7528\u9ed8\u8ba4\u503c\u3002,\u4f5c\u4e3a kubernetes \u539f\u751f\u5e94\u7528\u7a0b\u5e8f\uff0ckontroler \u5229\u7528\u4e86\u8be5\u5e73\u53f0\u7684\u4f18\u52bf\u3002\u4ece\u7b80\u5355\u7684\u811a\u672c\u5230\u590d\u6742\u7684\u5e94\u7528\u7a0b\u5e8f\uff0ckontroler \u7684\u5bb9\u5668\u4f18\u5148\u8bbe\u8ba1\u786e\u4fdd\u4efb\u4f55\u5de5\u4f5c\u8d1f\u8f7d\u90fd\u53ef\u4ee5\u8f7b\u677e\u96c6\u6210\u5230 dag \u4e2d\u3002,\u4e3a\u4e86\u8fdb\u4e00\u6b65\u51cf\u5c11\u91cd\u590d\u5de5\u4f5c\uff0c\u6211\u4eec\u6dfb\u52a0\u4e86\u5bf9 crd \u5f62\u5f0f\u7684\u4efb\u52a1\u7684\u652f\u6301\u3002,\u867d\u7136 yaml \u975e\u5e38\u9002\u5408\u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801\uff0c\u4f46\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u7a0b\u5e76\u8ddf\u8e2a\u5176\u6267\u884c\u53ef\u4ee5\u663e\u7740\u7b80\u5316\u8c03\u8bd5\u548c\u4f18\u5316\u3002 kontroler \u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u9009\u7684\u57fa\u4e8e web \u7684 ui\uff0c\u7528\u4e8e\u521b\u5efa\u548c\u76d1\u63a7 dag\uff0c\u4e3a\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u79cd\u76f4\u89c2\u7684\u65b9\u5f0f\u6765\u7ba1\u7406\u5de5\u4f5c\u6d41\u7a0b\u3002,
\n,\u5728\u4e0a\u9762\u7684\u5c4f\u5e55\u622a\u56fe\u4e2d\uff0c\u5b83\u5411\u60a8\u5c55\u793a\u4e86\uff1a,\u5728\u5e95\u5c42\uff0c\u6b64\u529f\u80fd\u7531 vis-network \u63d0\u4f9b\u652f\u6301\uff0cvis-network \u662f\u4e00\u4e2a\u7528\u4e8e\u521b\u5efa\u56fe\u5f62\u7684\u5f00\u6e90\u9879\u76ee\u3002\u60a8\u53ef\u4ee5\u5728\u6b64\u5904\u627e\u5230\u4ed6\u4eec\u7684 github \u5b58\u50a8\u5e93\u3002\u6700\u521d\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u81ea\u5df1\u7684\u56fe\u5f62\u5de5\u5177\uff0c\u4f46\u53d1\u73b0\u5f88\u96be\u6269\u5c55\u5e76\u4e14\u4f7f\u590d\u6742\u7684\u56fe\u5f62\u53ef\u8bfb\u5177\u6709\u6311\u6218\u6027\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u8fd9\u4e2a\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u3002,kontroler \u7684 pod \u6a21\u677f\u53ef\u8ba9\u60a8\u4f7f\u7528\u9ad8\u7ea7 kubernetes \u529f\u80fd\uff08\u5982\u673a\u5bc6\u3001pvc\u3001\u8282\u70b9\u4eb2\u548c\u6027\u3001\u5b89\u5168\u4e0a\u4e0b\u6587\u7b49\uff09\u81ea\u5b9a\u4e49\u4efb\u52a1\u3002\u8fd9\u4f7f\u60a8\u53ef\u4ee5\u5bf9\u4efb\u52a1\u7684\u6267\u884c\u65b9\u5f0f\u8fdb\u884c\u7ec6\u7c92\u5ea6\u63a7\u5236\uff0c\u786e\u4fdd\u4e0e\u96c6\u7fa4\u7684\u7279\u5b9a\u8981\u6c42\u517c\u5bb9\u3002,\u7ba1\u7406\u5de5\u4f5c\u6d41\u7a0b\u7684\u5173\u952e\u6311\u6218\u4e4b\u4e00\u662f\u786e\u4fdd\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u53ef\u4ee5\u6839\u636e\u60a8\u7684\u9700\u6c42\u8fdb\u884c\u6269\u5c55\u3002 kontroler \u63d0\u4f9b\u7075\u6d3b\u7684\u6570\u636e\u5e93\u652f\u6301\u548c\u65e5\u5fd7\u8bb0\u5f55\u529f\u80fd\uff0c\u4f7f\u56e2\u961f\u80fd\u591f\u66f4\u8f7b\u677e\u5730\u7ba1\u7406 dag \u5e76\u6355\u83b7\u8be6\u7ec6\u7684\u6267\u884c\u65e5\u5fd7\u3002\u65e0\u8bba\u60a8\u4f7f\u7528\u7684\u662f\u8f7b\u91cf\u7ea7\u8bbe\u7f6e\u8fd8\u662f\u66f4\u5f3a\u5927\u7684\u751f\u4ea7\u73af\u5883\uff0ckontroler \u90fd\u6709\u53ef\u4ee5\u6ee1\u8db3\u60a8\u9700\u6c42\u7684\u9009\u9879\u3002,\u5bf9\u4e8e\u8f83\u5c0f\u7684\u8bbe\u7f6e\u6216\u5f00\u53d1\u8fc7\u7a0b\uff0csqlite \u662f kontroler \u4f7f\u7528\u7684\u9ed8\u8ba4\u6570\u636e\u5e93\u3002\u5b83\u7b80\u5355\u3001\u8f7b\u91cf\uff0c\u4e0d\u9700\u8981\u592a\u591a\u914d\u7f6e\u3002\u5982\u679c\u60a8\u521a\u521a\u5f00\u59cb\u6216\u51fa\u4e8e\u6d4b\u8bd5\u76ee\u7684\u8fd0\u884c kontroler\uff0csqlite \u662f\u4e00\u4e2a\u65b9\u4fbf\u7684\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u201c\u5f00\u7bb1\u5373\u7528\u201d\uff0c\u65e0\u9700\u989d\u5916\u7684\u6570\u636e\u5e93\u8bbe\u7f6e\u3002,\u5982\u679c\u60a8\u66f4\u559c\u6b22\u4f7f\u7528 sqlite\uff0c\u5219\u65e0\u9700\u5bf9\u90e8\u7f72\u8fdb\u884c\u4efb\u4f55\u5176\u4ed6\u66f4\u6539\u3002\u53ea\u9700\u6309\u7167\u5b89\u88c5\u8bf4\u660e\u8fdb\u884c\u64cd\u4f5c\uff0ckontroler \u5c31\u4f1a\u5904\u7406\u5269\u4e0b\u7684\u4e8b\u60c5\u3002,\u5bf9\u4e8e\u5927\u578b\u751f\u4ea7\u7ea7\u90e8\u7f72\uff0c\u63a8\u8350\u4f7f\u7528 postgresql \u6765\u5b58\u50a8 dag \u548c dagrun\u3002 kontroler \u4f7f\u7528 postgresql \u63d0\u4f9b\u5904\u7406\u5927\u91cf\u5de5\u4f5c\u6d41\u6570\u636e\u6240\u9700\u7684\u66f4\u9ad8\u6027\u80fd\u3001\u53ef\u6269\u5c55\u6027\u548c\u53ef\u9760\u6027\u3002 kontroler \u517c\u5bb9 postgresql 16 \u53ca\u4ee5\u4e0a\u7248\u672c,\u5bf9\u4e8e\u8bb8\u591a kubernetes \u7528\u6237\u6765\u8bf4\uff0c\u96c6\u4e2d\u5f0f\u65e5\u5fd7\u5b58\u50a8\u662f\u53ef\u89c2\u5bdf\u6027\u548c\u6545\u969c\u6392\u9664\u7684\u5173\u952e\u8981\u6c42\u3002 kontroler \u4e0e amazon s3 \u65e0\u7f1d\u96c6\u6210\u4ee5\u8fdb\u884c\u65e5\u5fd7\u5b58\u50a8\uff0c\u4ece\u800c\u53ef\u4ee5\u8f7b\u677e\u6536\u96c6\u3001\u5b58\u50a8\u548c\u5206\u6790 dag \u6267\u884c\u7684\u65e5\u5fd7\u3002\u8fd9\u79cd\u96c6\u6210\u786e\u4fdd\u60a8\u53ef\u4ee5\u6355\u83b7\u8be6\u7ec6\u7684\u65e5\u5fd7\uff0c\u957f\u671f\u4fdd\u5b58\u5b83\u4eec\u4ee5\u4f9b\u5ba1\u6838\uff0c\u5e76\u5728\u51fa\u73b0\u95ee\u9898\u65f6\u4f7f\u7528\u5b83\u4eec\u8fdb\u884c\u4e8b\u540e\u5206\u6790\u3002,\u6211\u4eec\u6b63\u5728\u4f7f\u7528 minio \u8fdb\u884c\u6d4b\u8bd5\u4ee5\u907f\u514d\u6210\u672c\uff0c\u4f46\u5728\u5e55\u540e\uff0c\u5b83\u4f7f\u7528 aws s3 api\uff0c\u5e76\u4e14\u5e94\u8be5\u80fd\u591f\u68c0\u6d4b\u60a8\u7684 iam \u5c5e\u6027\u4ee5\u6388\u4e88\u5bf9 s3 \u5b58\u50a8\u6876\u7684\u8bbf\u95ee\u6743\u9650\u3002,\u6211\u4eec\u5e0c\u671b\u60a8\u80fd\u770b\u770b kontroler\uff01\u60a8\u53ef\u4ee5\u5728\u8fd9\u91cc\u627e\u5230\u5b83\uff1ahttps:\/\/github.com\/greedykomododragon\/kontroler\u3002,\u5c3d\u7ba1\u4ecd\u5904\u4e8e alpha \u9636\u6bb5\uff0ckontroler \u5bf9\u4e8e\u5e0c\u671b\u7b80\u5316 kubernetes \u8fd0\u8425\u7684\u56e2\u961f\u6765\u8bf4\u5177\u6709\u5de8\u5927\u7684\u6f5c\u529b\u3002\u968f\u7740\u5b83\u7684\u53d1\u5c55\uff0ckontroler \u7684\u76ee\u6807\u662f\u6210\u4e3a\u5728 kubernetes \u4e2d\u7f16\u6392\u5de5\u4f5c\u6d41\u7a0b\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u4e3a\u56e2\u961f\u63d0\u4f9b\u8f7b\u677e\u81ea\u52a8\u5316\u590d\u6742\u6d41\u7a0b\u6240\u9700\u7684\u53ef\u9760\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002,kontroler \u6b63\u5728\u4e0d\u65ad\u6539\u8fdb\uff0c\u56e0\u6b64\u8bf7\u5bc6\u5207\u5173\u6ce8\u672a\u6765\u7684\u66f4\u65b0\uff01\u5982\u679c\u60a8\u60f3\u4e3a\u8be5\u9879\u76ee\u505a\u51fa\u8d21\u732e\uff0c\u6211\u4eec\u6b22\u8fce\u5404\u79cd\u5f62\u5f0f\u7684\u8d21\u732e\u3002,\u7ec8\u4e8e\u4ecb\u7ecd\u5b8c\u5566\uff01\u5c0f\u4f19\u4f34\u4eec\uff0c\u8fd9\u7bc7\u5173\u4e8e\u300aKontroler \u7b80\u4ecb\uff1a\u7528\u4e8e DAG \u7684 Kubernetes \u8c03\u5ea6\u5f15\u64ce\u300b\u7684\u4ecb\u7ecd\u5e94\u8be5\u8ba9\u4f60\u6536\u83b7\u591a\u591a\u4e86\u5427\uff01\u6b22\u8fce\u5927\u5bb6\u6536\u85cf\u6216\u5206\u4eab\u7ed9\u66f4\u591a\u9700\u8981\u5b66\u4e60\u7684\u670b\u53cb\u5427~GOLANG\u516c\u4f17\u53f7\u4e5f\u4f1a\u53d1\u5e03GOLANG\u76f8\u5173\u77e5\u8bc6\uff0c\u5feb\u6765\u5173\u6ce8\u5427\uff01,\u5728 dagrun \u4e2d\u5b83\u5c06\u663e\u793a\u72b6\u6001,\u4efb\u52a1\u4e4b\u95f4\u7684\u8054\u7cfb,\u5355\u51fb\u7f51\u7edc\u65f6\u7684 pod \u7ed3\u679c,
\nGOLANG<\/span>\u4e0d\u77e5\u9053\u5927\u5bb6\u662f\u5426\u719f\u6089\uff1f\u4eca\u5929\u6211\u5c06\u7ed9\u5927\u5bb6\u4ecb\u7ecd
\n\u300aKontroler \u7b80\u4ecb\uff1a\u7528\u4e8e DAG \u7684 Kubernetes \u8c03\u5ea6\u5f15\u64ce\u300b<\/span>\uff0c\u8fd9\u7bc7\u6587\u7ae0\u4e3b\u8981\u4f1a\u8bb2\u5230
\n<\/span>\u7b49\u7b49\u77e5\u8bc6\u70b9\uff0c\u5982\u679c\u4f60\u5728\u770b\u5b8c\u672c\u7bc7\u6587\u7ae0\u540e\uff0c\u6709\u66f4\u597d\u7684\u5efa\u8bae\u6216\u8005\u53d1\u73b0\u54ea\u91cc\u6709\u95ee\u9898\uff0c\u5e0c\u671b\u5927\u5bb6\u90fd\u80fd\u79ef\u6781\u8bc4\u8bba\u6307\u51fa\uff0c\u8c22\u8c22\uff01\u5e0c\u671b\u6211\u4eec\u80fd\u4e00\u8d77\u52a0\u6cb9\u8fdb\u6b65\uff01
\n
,
\n<\/b> <\/p>\n

\u5f53\u524d\u4f4d\u7f6e\uff1a ><\/span> ><\/span> ><\/span> ><\/span> Kontroler \u7b80\u4ecb\uff1a\u7528\u4e8e DAG \u7684 Kubernetes \u8c03\u5ea6\u5f15\u64ce<\/span><\/p>\n

Kontroler \u7b80\u4ecb\uff1a\u7528\u4e8e DAG \u7684 Kubernetes \u8c03\u5ea6\u5f15\u64ce<\/h1>\n

\u6765\u6e90\uff1adev.to<\/span>
\n2024-11-25 21:22:06<\/span>
\n<\/i>0\u6d4f\u89c8<\/span>
\n<\/i>\u6536\u85cf<\/span> <\/p>\n

GOLANG<\/span>\u4e0d\u77e5\u9053\u5927\u5bb6\u662f\u5426\u719f\u6089\uff1f\u4eca\u5929\u6211\u5c06\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u300aKontroler \u7b80\u4ecb\uff1a\u7528\u4e8e DAG \u7684 Kubernetes \u8c03\u5ea6\u5f15\u64ce\u300b<\/span>\uff0c\u8fd9\u7bc7\u6587\u7ae0\u4e3b\u8981\u4f1a\u8bb2\u5230<\/span>\u7b49\u7b49\u77e5\u8bc6\u70b9\uff0c\u5982\u679c\u4f60\u5728\u770b\u5b8c\u672c\u7bc7\u6587\u7ae0\u540e\uff0c\u6709\u66f4\u597d\u7684\u5efa\u8bae\u6216\u8005\u53d1\u73b0\u54ea\u91cc\u6709\u95ee\u9898\uff0c\u5e0c\u671b\u5927\u5bb6\u90fd\u80fd\u79ef\u6781\u8bc4\u8bba\u6307\u51fa\uff0c\u8c22\u8c22\uff01\u5e0c\u671b\u6211\u4eec\u80fd\u4e00\u8d77\u52a0\u6cb9\u8fdb\u6b65\uff01<\/p>\n

\u4ec0\u4e48\u662f\u63a7\u5236\u5668\uff1f <\/h2>\n

kontroler \u662f\u4e00\u4e2a\u5f00\u6e90 kubernetes \u8c03\u5ea6\u5f15\u64ce\uff0c\u65e8\u5728\u7b80\u5316\u6709\u5411\u65e0\u73af\u56fe (dag) \u7684\u7ba1\u7406\u3002\u501f\u52a9 kontroler\uff0c\u60a8\u53ef\u4ee5\u5728 yaml \u4e2d\u5b9a\u4e49\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5c06\u4efb\u52a1\u4f5c\u4e3a\u5bb9\u5668\u5316\u4f5c\u4e1a\u8fd0\u884c\uff0c\u751a\u81f3\u53ef\u4ee5\u901a\u8fc7\u53ef\u9009\u7684\u57fa\u4e8e web \u7684 ui \u5c06\u5176\u53ef\u89c6\u5316\u3002\u65e0\u8bba\u60a8\u9700\u8981\u6309\u8ba1\u5212\u6267\u884c\u5de5\u4f5c\u6d41\u7a0b\u8fd8\u662f\u54cd\u5e94\u5b9e\u65f6\u4e8b\u4ef6\uff0ckontroler \u90fd\u80fd\u63d0\u4f9b\u7075\u6d3b\u7684 kubernetes \u539f\u751f\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0c\u6211\u5fc5\u987b\u8b66\u544a kontroler \u76ee\u524d\u5904\u4e8e alpha \u72b6\u6001\u3002\u5b83\u975e\u5e38\u9002\u5408\u5b9e\u9a8c\u548c\u539f\u578b\u8bbe\u8ba1\uff0c\u4f46\u53ef\u80fd\u5c1a\u672a\u51c6\u5907\u597d\u7528\u4e8e\u751f\u4ea7\u4f7f\u7528\u3002\u4f5c\u4e3a\u4e00\u4e2a\u526f\u9879\u76ee\uff0ckontroler \u4e0d\u63d0\u4f9b\u652f\u6301\uff0c\u56e0\u6b64\u5728\u751f\u4ea7\u4e2d\u4f7f\u7528\u5b83\u9700\u8981\u60a8\u81ea\u62c5\u98ce\u9669\uff01<\/p>\n

\u5982\u679c\u60a8\u60f3\u67e5\u770b github \u5b58\u50a8\u5e93\uff0c\u8bf7\u8bbf\u95ee\uff1ahttps:\/\/github.com\/greedykomododragon\/kontroler<\/p>\n

\u4e3a\u4ec0\u4e48\u8981\u4f7f\u7528\u63a7\u5236\u5668\uff1f <\/h2>\n

\u7ba1\u7406 kubernetes \u4e0a\u7684\u5de5\u4f5c\u6d41\u7a0b\u53ef\u80fd\u5177\u6709\u6311\u6218\u6027\u3002\u867d\u7136 kubernetes \u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u539f\u8bed\uff08\u5982 cronjobs \u548c jobs\uff09\uff0c\u4f46\u534f\u8c03\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u7a0b\u4e0e\u4f9d\u8d56\u9879\u3001\u91cd\u8bd5\u548c\u52a8\u6001\u89e6\u53d1\u5668\u901a\u5e38\u9700\u8981\u81ea\u5b9a\u4e49\u811a\u672c\u6216\u5916\u90e8\u5de5\u5177\u3002 kontroler \u901a\u8fc7\u63d0\u4f9b kubernetes \u539f\u751f\u89e3\u51b3\u65b9\u6848\u6765\u5b9a\u4e49\u3001\u5b89\u6392\u548c\u7ba1\u7406\u6709\u5411\u65e0\u73af\u56fe (dag) \u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ece\u800c\u7b80\u5316\u4e86\u6b64\u8fc7\u7a0b\u3002<\/p>\n

\u4ee5\u4e0b\u662f kontroler \u8131\u9896\u800c\u51fa\u7684\u539f\u56e0\uff1a<\/p>\n

1. \u4f7f\u7528 yaml \u8fdb\u884c gitops dag \u7ba1\u7406 <\/h3>\n

kontroler \u4f7f\u60a8\u80fd\u591f\u4f7f\u7528\u7b80\u5355\u7684 yaml \u6587\u4ef6\u5b9a\u4e49\u6574\u4e2a\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5305\u62ec\u4efb\u52a1\u3001\u4f9d\u8d56\u9879\u3001\u91cd\u8bd5\u903b\u8f91\u548c\u6761\u4ef6\u6267\u884c\u3002\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u60a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u4fdd\u6301\u58f0\u660e\u6027\u3001\u7248\u672c\u63a7\u5236\uff0c\u5e76\u4e14\u6613\u4e8e\u5728\u56e2\u961f\u4e4b\u95f4\u5171\u4eab\u3002<\/p>\n

\u5c06\u5b83\u4eec\u5305\u88c5\u5728 helm \u56fe\u8868\u4e2d\u5e76\u4f7f\u7528\u81ea\u52a8\u5316\u90e8\u7f72\u7cfb\u7edf\uff08\u4f8b\u5982 argocd \u6216 fluxcd\uff09\uff0c\u60a8\u5c31\u53ef\u4ee5\u5728 gitops \u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7ba1\u7406 dag\u3002<\/p>\n

2. \u652f\u6301\u4e8b\u4ef6\u9a71\u52a8\u548c\u9884\u5b9a\u7684\u5de5\u4f5c\u6d41\u7a0b <\/h3>\n

\u65e0\u8bba\u60a8\u9700\u8981\u5de5\u4f5c\u6d41\u7a0b\u5b9a\u671f\u8fd0\u884c\uff08\u4f8b\u5982 cronjobs\uff09\u8fd8\u662f\u5bf9\u5b9e\u65f6\u89e6\u53d1\u5668\u505a\u51fa\u53cd\u5e94\uff08\u4f8b\u5982\u6765\u81ea\u961f\u5217\u7684\u6d88\u606f\uff09\uff0ckontroler \u90fd\u80fd\u6ee1\u8db3\u60a8\u7684\u9700\u6c42\u3002\u5b83\u65e0\u7f1d\u96c6\u6210\u4e86\u4e24\u79cd\u8c03\u5ea6\u8303\u4f8b\uff0c\u4f7f\u5176\u9002\u7528\u4e8e\u5404\u79cd\u7528\u4f8b\u3002<\/p>\n

kontroler \u4f7f\u7528 dagruns\uff08kontroler \u53ef\u4ee5\u76d1\u63a7\u7684\u81ea\u5b9a\u4e49\u8d44\u6e90\u5b9a\u4e49\u6216 crd\uff09\u8fdb\u884c\u64cd\u4f5c\u3002\u8981\u6267\u884c dag \u8fd0\u884c\uff0c\u60a8\u53ea\u9700\u521b\u5efa\u4e00\u4e2a dagrun\uff0c\u7136\u540e kontroler \u7ba1\u7406\u6267\u884c\u3002\u901a\u8fc7\u5728\u63a7\u5236\u5668\u5916\u90e8\u516c\u5f00\u6b64\u529f\u80fd\uff0ckontroler \u53ef\u4ee5\u4e0e\u5916\u90e8\u7cfb\u7edf\u65e0\u7f1d\u96c6\u6210\u3002\u8bf7\u53c2\u9605\u4e0b\u9762\u7684 dagrun \u793a\u4f8b\uff1a<\/p>\n

apiVersion: kontroler.greedykomodo\/v1alpha1\nkind: DagRun\nmetadata:\n  labels:\n    app.kubernetes.io\/name: dagrun\n    app.kubernetes.io\/instance: dagrun-sample\n  name: dagrun-sample\nspec:\n  dagName: dag-sample\n  parameters:\n    - name: first\n      fromSecret: secret-name-new\n    - name: second\n      value: value_new\n<\/pre>\n
\u60a8\u53ea\u9700\u63d0\u4f9b dag \u7684\u540d\u79f0\uff0c\u53ef\u4ee5\u9009\u62e9\u5305\u542b\u4efb\u4f55\u53c2\u6570\u3002\u5982\u679c\u672a\u6307\u5b9a\uff0c\u53c2\u6570\u5c06\u4f7f\u7528\u9ed8\u8ba4\u503c\u3002<\/p>\n
 3. \u4e0e\u5bb9\u5668\u65e0\u7f1d\u96c6\u6210 <\/h3>\n
\u4f5c\u4e3a kubernetes \u539f\u751f\u5e94\u7528\u7a0b\u5e8f\uff0ckontroler \u5229\u7528\u4e86\u8be5\u5e73\u53f0\u7684\u4f18\u52bf\u3002\u4ece\u7b80\u5355\u7684\u811a\u672c\u5230\u590d\u6742\u7684\u5e94\u7528\u7a0b\u5e8f\uff0ckontroler \u7684\u5bb9\u5668\u4f18\u5148\u8bbe\u8ba1\u786e\u4fdd\u4efb\u4f55\u5de5\u4f5c\u8d1f\u8f7d\u90fd\u53ef\u4ee5\u8f7b\u677e\u96c6\u6210\u5230 dag \u4e2d\u3002<\/p>\n
\u4e3a\u4e86\u8fdb\u4e00\u6b65\u51cf\u5c11\u91cd\u590d\u5de5\u4f5c\uff0c\u6211\u4eec\u6dfb\u52a0\u4e86\u5bf9 crd \u5f62\u5f0f\u7684\u4efb\u52a1\u7684\u652f\u6301\u3002<\/p>\n
 4. \u63d0\u4f9b\u53ef\u9009 ui \u4ee5\u63d0\u9ad8\u53ef\u89c1\u6027 <\/h3>\n
\u867d\u7136 yaml \u975e\u5e38\u9002\u5408\u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801\uff0c\u4f46\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u7a0b\u5e76\u8ddf\u8e2a\u5176\u6267\u884c\u53ef\u4ee5\u663e\u7740\u7b80\u5316\u8c03\u8bd5\u548c\u4f18\u5316\u3002 kontroler \u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u9009\u7684\u57fa\u4e8e web \u7684 ui\uff0c\u7528\u4e8e\u521b\u5efa\u548c\u76d1\u63a7 dag\uff0c\u4e3a\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u79cd\u76f4\u89c2\u7684\u65b9\u5f0f\u6765\u7ba1\u7406\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n
<\/p>\n
\u5728\u4e0a\u9762\u7684\u5c4f\u5e55\u622a\u56fe\u4e2d\uff0c\u5b83\u5411\u60a8\u5c55\u793a\u4e86\uff1a<\/p>\n
    \n
  • \u4efb\u52a1\u4e4b\u95f4\u7684\u8054\u7cfb<\/li>\n
  • \u5728 dagrun \u4e2d\u5b83\u5c06\u663e\u793a\u72b6\u6001<\/li>\n
  • \u5355\u51fb\u7f51\u7edc\u65f6\u7684 pod \u7ed3\u679c<\/li>\n<\/ul>\n
    \u5728\u5e95\u5c42\uff0c\u6b64\u529f\u80fd\u7531 vis-network \u63d0\u4f9b\u652f\u6301\uff0cvis-network \u662f\u4e00\u4e2a\u7528\u4e8e\u521b\u5efa\u56fe\u5f62\u7684\u5f00\u6e90\u9879\u76ee\u3002\u60a8\u53ef\u4ee5\u5728\u6b64\u5904\u627e\u5230\u4ed6\u4eec\u7684 github \u5b58\u50a8\u5e93\u3002\u6700\u521d\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u81ea\u5df1\u7684\u56fe\u5f62\u5de5\u5177\uff0c\u4f46\u53d1\u73b0\u5f88\u96be\u6269\u5c55\u5e76\u4e14\u4f7f\u590d\u6742\u7684\u56fe\u5f62\u53ef\u8bfb\u5177\u6709\u6311\u6218\u6027\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u8fd9\u4e2a\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n
     5. \u7528\u4e8e\u9ad8\u7ea7\u914d\u7f6e\u7684\u7075\u6d3b pod \u6a21\u677f <\/h3>\n
    kontroler \u7684 pod \u6a21\u677f\u53ef\u8ba9\u60a8\u4f7f\u7528\u9ad8\u7ea7 kubernetes \u529f\u80fd\uff08\u5982\u673a\u5bc6\u3001pvc\u3001\u8282\u70b9\u4eb2\u548c\u6027\u3001\u5b89\u5168\u4e0a\u4e0b\u6587\u7b49\uff09\u81ea\u5b9a\u4e49\u4efb\u52a1\u3002\u8fd9\u4f7f\u60a8\u53ef\u4ee5\u5bf9\u4efb\u52a1\u7684\u6267\u884c\u65b9\u5f0f\u8fdb\u884c\u7ec6\u7c92\u5ea6\u63a7\u5236\uff0c\u786e\u4fdd\u4e0e\u96c6\u7fa4\u7684\u7279\u5b9a\u8981\u6c42\u517c\u5bb9\u3002<\/p>\n
     \u6570\u636e\u5b58\u50a8\u7684\u7075\u6d3b\u6027 <\/h2>\n
    \u7ba1\u7406\u5de5\u4f5c\u6d41\u7a0b\u7684\u5173\u952e\u6311\u6218\u4e4b\u4e00\u662f\u786e\u4fdd\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u53ef\u4ee5\u6839\u636e\u60a8\u7684\u9700\u6c42\u8fdb\u884c\u6269\u5c55\u3002 kontroler \u63d0\u4f9b\u7075\u6d3b\u7684\u6570\u636e\u5e93\u652f\u6301\u548c\u65e5\u5fd7\u8bb0\u5f55\u529f\u80fd\uff0c\u4f7f\u56e2\u961f\u80fd\u591f\u66f4\u8f7b\u677e\u5730\u7ba1\u7406 dag \u5e76\u6355\u83b7\u8be6\u7ec6\u7684\u6267\u884c\u65e5\u5fd7\u3002\u65e0\u8bba\u60a8\u4f7f\u7528\u7684\u662f\u8f7b\u91cf\u7ea7\u8bbe\u7f6e\u8fd8\u662f\u66f4\u5f3a\u5927\u7684\u751f\u4ea7\u73af\u5883\uff0ckontroler \u90fd\u6709\u53ef\u4ee5\u6ee1\u8db3\u60a8\u9700\u6c42\u7684\u9009\u9879\u3002<\/p>\n
     sqlite\uff08\u9ed8\u8ba4 \u5c0f\u89c4\u6a21\uff09 <\/h3>\n
    \u5bf9\u4e8e\u8f83\u5c0f\u7684\u8bbe\u7f6e\u6216\u5f00\u53d1\u8fc7\u7a0b\uff0csqlite \u662f kontroler \u4f7f\u7528\u7684\u9ed8\u8ba4\u6570\u636e\u5e93\u3002\u5b83\u7b80\u5355\u3001\u8f7b\u91cf\uff0c\u4e0d\u9700\u8981\u592a\u591a\u914d\u7f6e\u3002\u5982\u679c\u60a8\u521a\u521a\u5f00\u59cb\u6216\u51fa\u4e8e\u6d4b\u8bd5\u76ee\u7684\u8fd0\u884c kontroler\uff0csqlite \u662f\u4e00\u4e2a\u65b9\u4fbf\u7684\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u201c\u5f00\u7bb1\u5373\u7528\u201d\uff0c\u65e0\u9700\u989d\u5916\u7684\u6570\u636e\u5e93\u8bbe\u7f6e\u3002<\/p>\n
    \u5982\u679c\u60a8\u66f4\u559c\u6b22\u4f7f\u7528 sqlite\uff0c\u5219\u65e0\u9700\u5bf9\u90e8\u7f72\u8fdb\u884c\u4efb\u4f55\u5176\u4ed6\u66f4\u6539\u3002\u53ea\u9700\u6309\u7167\u5b89\u88c5\u8bf4\u660e\u8fdb\u884c\u64cd\u4f5c\uff0ckontroler \u5c31\u4f1a\u5904\u7406\u5269\u4e0b\u7684\u4e8b\u60c5\u3002<\/p>\n
     postgresql\uff08\u7528\u4e8e\u751f\u4ea7\/\u5927\u89c4\u6a21\uff09 <\/h3>\n
    \u5bf9\u4e8e\u5927\u578b\u751f\u4ea7\u7ea7\u90e8\u7f72\uff0c\u63a8\u8350\u4f7f\u7528 postgresql \u6765\u5b58\u50a8 dag \u548c dagrun\u3002 kontroler \u4f7f\u7528 postgresql \u63d0\u4f9b\u5904\u7406\u5927\u91cf\u5de5\u4f5c\u6d41\u6570\u636e\u6240\u9700\u7684\u66f4\u9ad8\u6027\u80fd\u3001\u53ef\u6269\u5c55\u6027\u548c\u53ef\u9760\u6027\u3002 kontroler \u517c\u5bb9 postgresql 16 \u53ca\u4ee5\u4e0a\u7248\u672c<\/p>\n
     \u65e5\u5fd7\u6536\u96c6 <\/h2>\n
    \u5bf9\u4e8e\u8bb8\u591a kubernetes \u7528\u6237\u6765\u8bf4\uff0c\u96c6\u4e2d\u5f0f\u65e5\u5fd7\u5b58\u50a8\u662f\u53ef\u89c2\u5bdf\u6027\u548c\u6545\u969c\u6392\u9664\u7684\u5173\u952e\u8981\u6c42\u3002 kontroler \u4e0e amazon s3 \u65e0\u7f1d\u96c6\u6210\u4ee5\u8fdb\u884c\u65e5\u5fd7\u5b58\u50a8\uff0c\u4ece\u800c\u53ef\u4ee5\u8f7b\u677e\u6536\u96c6\u3001\u5b58\u50a8\u548c\u5206\u6790 dag \u6267\u884c\u7684\u65e5\u5fd7\u3002\u8fd9\u79cd\u96c6\u6210\u786e\u4fdd\u60a8\u53ef\u4ee5\u6355\u83b7\u8be6\u7ec6\u7684\u65e5\u5fd7\uff0c\u957f\u671f\u4fdd\u5b58\u5b83\u4eec\u4ee5\u4f9b\u5ba1\u6838\uff0c\u5e76\u5728\u51fa\u73b0\u95ee\u9898\u65f6\u4f7f\u7528\u5b83\u4eec\u8fdb\u884c\u4e8b\u540e\u5206\u6790\u3002<\/p>\n
    \u6211\u4eec\u6b63\u5728\u4f7f\u7528 minio \u8fdb\u884c\u6d4b\u8bd5\u4ee5\u907f\u514d\u6210\u672c\uff0c\u4f46\u5728\u5e55\u540e\uff0c\u5b83\u4f7f\u7528 aws s3 api\uff0c\u5e76\u4e14\u5e94\u8be5\u80fd\u591f\u68c0\u6d4b\u60a8\u7684 iam \u5c5e\u6027\u4ee5\u6388\u4e88\u5bf9 s3 \u5b58\u50a8\u6876\u7684\u8bbf\u95ee\u6743\u9650\u3002<\/p>\n
     \u6700\u540e\u7684\u8bc4\u8bba <\/h2>\n
    \u6211\u4eec\u5e0c\u671b\u60a8\u80fd\u770b\u770b kontroler\uff01\u60a8\u53ef\u4ee5\u5728\u8fd9\u91cc\u627e\u5230\u5b83\uff1ahttps:\/\/github.com\/greedykomododragon\/kontroler\u3002<\/p>\n
    \u5c3d\u7ba1\u4ecd\u5904\u4e8e alpha \u9636\u6bb5\uff0ckontroler \u5bf9\u4e8e\u5e0c\u671b\u7b80\u5316 kubernetes \u8fd0\u8425\u7684\u56e2\u961f\u6765\u8bf4\u5177\u6709\u5de8\u5927\u7684\u6f5c\u529b\u3002\u968f\u7740\u5b83\u7684\u53d1\u5c55\uff0ckontroler \u7684\u76ee\u6807\u662f\u6210\u4e3a\u5728 kubernetes \u4e2d\u7f16\u6392\u5de5\u4f5c\u6d41\u7a0b\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u4e3a\u56e2\u961f\u63d0\u4f9b\u8f7b\u677e\u81ea\u52a8\u5316\u590d\u6742\u6d41\u7a0b\u6240\u9700\u7684\u53ef\u9760\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002<\/p>\n
    kontroler \u6b63\u5728\u4e0d\u65ad\u6539\u8fdb\uff0c\u56e0\u6b64\u8bf7\u5bc6\u5207\u5173\u6ce8\u672a\u6765\u7684\u66f4\u65b0\uff01\u5982\u679c\u60a8\u60f3\u4e3a\u8be5\u9879\u76ee\u505a\u51fa\u8d21\u732e\uff0c\u6211\u4eec\u6b22\u8fce\u5404\u79cd\u5f62\u5f0f\u7684\u8d21\u732e\u3002<\/p>\n
    \u7ec8\u4e8e\u4ecb\u7ecd\u5b8c\u5566\uff01\u5c0f\u4f19\u4f34\u4eec\uff0c\u8fd9\u7bc7\u5173\u4e8e\u300aKontroler \u7b80\u4ecb\uff1a\u7528\u4e8e DAG \u7684 Kubernetes \u8c03\u5ea6\u5f15\u64ce\u300b\u7684\u4ecb\u7ecd\u5e94\u8be5\u8ba9\u4f60\u6536\u83b7\u591a\u591a\u4e86\u5427\uff01\u6b22\u8fce\u5927\u5bb6\u6536\u85cf\u6216\u5206\u4eab\u7ed9\u66f4\u591a\u9700\u8981\u5b66\u4e60\u7684\u670b\u53cb\u5427~GOLANG\u516c\u4f17\u53f7\u4e5f\u4f1a\u53d1\u5e03GOLANG\u76f8\u5173\u77e5\u8bc6\uff0c\u5feb\u6765\u5173\u6ce8\u5427\uff01<\/p>\n
     \u7248\u672c\u58f0\u660e \u672c\u6587\u8f6c\u8f7d\u4e8e\uff1adev.to \u5982\u6709\u4fb5\u72af\uff0c\u8bf7\u8054\u7cfb \u5220\u9664  <\/p>\n
    \n
    \n <\/dt>\n
    \n   MySQL\u9a71\u52a8\u4e3a\u4f55\u9700\u8981\u4f9d\u8d56protobuf\uff1f\n <\/dd>\n<\/dl>\n
    \n
    \n <\/dt>\n
    \n   \u5168\u9762\u89e3\u6790\uff1aAM\u7535\u8111\u7684\u4f18\u52bf\u4e0e\u9009\u62e9\u6307\u5357\n <\/dd>\n<\/dl>\n","protected":false},"excerpt":{"rendered":"
    GOLANG\u4e0d\u77e5\u9053\u5927\u5bb6\u662f\u5426\u719f\u6089\uff1f...<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4925],"tags":[],"class_list":["post-206848","post","type-post","status-publish","format-standard","hentry","category-4925"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/206848","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=206848"}],"version-history":[{"count":0,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/206848\/revisions"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=206848"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=206848"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=206848"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}