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\u6240\u4ee5\u4ece\u6839\u672c\u4e0a\u6765\u8bb2\u6211\u4eec\u9700\u8981\u5c06\u5bf9DevOps\u7406\u89e3\u4e0a\u7ee7\u7eed\u5f80\u524d\u8d70\u4e00\u6b65\uff0c\u671d\u7740\u9762\u5411\u5e73\u53f0\u4ea7\u54c1\u5316\u7684\u89d2\u5ea6\u4e0a\u524d\u8fdb\u4e00\u6b65\uff1a\u4e00\u662f\u5bf9\u7528\u6237\u5c4f\u853d\u914d\u7f6e\u6216\u8005code\u6216\u8005\u9886\u57df\u77e5\u8bc6\u590d\u6742\u5ea6\uff0c\u4e8c\u662f\u5c06\u7cfb\u7edf\u534f\u540c\u53d8\u6210\u4e00\u79cd\u7aef\u5bf9\u7aef\u4f53\u9a8c\u7684\u7ba1\u63a7\uff0c\u56e0\u4e3a\u53ea\u6709\u505a\u5230\u4e86\u7b80\u5316\u590d\u6742\u5ea6\u548c\u5168\u94fe\u8def\u7aef\u5bf9\u7aef\u4f53\u9a8c\u7684\u7ba1\u63a7\u624d\u80fd\u771f\u6b63\u8ba9\u590d\u6742\u641c\u7d22\u4e1a\u52a1\u8fed\u4ee3\u6548\u7387\u5f97\u5230\u672c\u8d28\u4e0a\u7684\u63d0\u5347\uff0c\u4e3a\u4e86\u8fbe\u6210\u4e0a\u8ff02\u4e2a\u76ee\u6807\u6211\u4eec\u7ecf\u8fc7\u591a\u5e74\u52aa\u529b\u9010\u6b65\u843d\u5730\u4e86sophon\u3001bahamut\u3001Maat\u7b49\u7cfb\u7edf\uff0c\u4e5f\u53d6\u5f97\u4e86\u5f88\u597d\u7684\u4e1a\u52a1\u8fed\u4ee3\u6548\u7387\u63d0\u5347\u3002<\/p>\n

\u4f46\u53ea\u505a\u5230DevOPS\u5bf9\u4e8e\u963f\u91cc\u8fd9\u6837\u4f53\u91cf\u7684\u5e73\u53f0\u5c31\u5b8c\u7f8e\u4e86\u5417\uff1f\u663e\u7136\u4e0d\u662f\uff0c\u5168\u94fe\u8def\u7684DevOps\u53ea\u662f\u6709\u6548\u89e3\u51b3\u4e86\u7814\u53d1\u3001PE\u3001\u7528\u6237\u914d\u5408\u6548\u7387\u548c\u7528\u6237\u4f7f\u7528\u4f53\u9a8c\u7684\u95ee\u9898\uff0c\u4f46\u662f\u5bf9\u4e8e\u5e73\u53f0\u65b9\u6765\u8bb2\u968f\u7740\u4e1a\u52a1\u89c4\u6a21\u7684\u6025\u5267\u81a8\u80c0\uff0c\u4ee5\u53ca\u641c\u7d22\u670d\u52a1\u7c7b\u578b\u7684\u590d\u6742\u591a\u6837\u53ca\u591a\u53d8\uff0c\u4e1a\u52a1\u8ddf\u5e73\u53f0\u7684\u77db\u76fe\u5176\u5b9e\u53c8\u53d1\u751f\u4e86\u672c\u8d28\u6027\u7684\u8f6c\u79fb\uff1a\u5982\u4f55\u7ed9\u5728\u6d77\u91cf\u89c4\u6a21\u4e0b\u4e3a\u6bcf\u4e2a\u4e1a\u52a1\u63d0\u4f9b\u66f4\u597d\u7684\u7a33\u5b9a\u6027\u4fdd\u969c\u548c\u5408\u7406\u7684\u8d44\u6e90\u5229\u7528\u7387\u3001\u4ee5\u53ca\u66f4\u9ad8\u7684\u8fed\u4ee3\u6548\u7387\u7b49\u5c31\u6210\u4e3a\u4e86\u6211\u4eec\u5e73\u53f0\u65b0\u76ee\u6807\u3002<\/p>\n

\u76ee\u524d\u6211\u4eec\u57fa\u4e8e\u5728AIOPS\u6570\u636e\u5316\u8fd0\u8425\u76843\u5e74\u5b9e\u8df5\u4e2d\u843d\u5730\u4e86Hawkeye -\u5728\u7ebf\u670d\u52a1\u4f18\u5316\u5e73\u53f0\u3001Torch-\u5bb9\u91cf\u6cbb\u7406\u5e73\u53f0\u3001Heracles-\u65e5\u5e38\u538b\u6d4b\u670d\u52a1\u5316\u5e73\u53f0\u3001CostMan-\u6210\u672c\u670d\u52a1\u7b49\u7cfb\u7edf\u3002\u8fd9\u4e9b\u670d\u52a1\u7cfb\u7edf\u5e2e\u52a9\u5e73\u53f0\u5728\u5bb9\u91cf\u7ba1\u7406\uff0c\u65e5\u5e38\u5de1\u68c0\u3001\u4e00\u952e\u8bca\u65ad\u4f18\u5316\u4e0a\u53d6\u5f97\u4e86\u4e00\u5b9a\u7684\u9636\u6bb5\u6027\u6210\u679c\uff0c\u4e5f\u8ba9\u6211\u4eec\u5bf9\u672a\u6765\u7edf\u4e00\u96c6\u56e2\u641c\u7d22\u8fd0\u7ef4\u7ba1\u63a7\uff0c\u4e1a\u52a1\u6570\u91cf\u5373\u4f7f\u8d85\u8fc710000+\u89c4\u6a21\u6548\u5e94\u4e0b\u5e73\u53f0\u4e5f\u80fd\u5e94\u5bf9\u81ea\u5982\uff0c\u6811\u7acb\u4e86\u575a\u5b9a\u7684\u4fe1\u5fc3\u3002<\/p>\n

\u867d\u7136\u7ecf\u8fc73\u5e74\u7684\u6570\u636e\u5316\u8fd0\u8425\u7684\u5b9e\u8df5\uff0c\u4f46\u6211\u4eec\u79bb\u771f\u6b63\u7684AIOps\u8fd8\u6709\u8f83\u8fdc\u8ddd\u79bb\uff0c\u56e0\u4e3a\u4e4b\u524d\u6211\u4eec\u7684\u6027\u80fd\u74f6\u9888\u5206\u6790\u3001\u95ee\u9898\u8bca\u65ad\u3001\u6545\u969c\u81ea\u6108\u3001\u590d\u6742\u8fd0\u7ef4\u51b3\u7b56\u4e3b\u8981\u8fd8\u662f\u505c\u7559\u5728\u4e13\u5bb6\u7ecf\u9a8c\u6c89\u6dc0\u4e0a\uff0c\u8bf4\u767d\u4e86\u8fd8\u662f\u628a\u4eba\u7684\u7ecf\u9a8c\u6c89\u6dc0\u5230\u7cfb\u7edf\u6765\u89e3\u51b3\u7ebf\u4e0a\u8fd0\u7ef4\u7684\u95ee\u9898\uff0c\u800cAIOPS\u671f\u5f85\u7684\u662f\u7528\u6570\u636e\u548c\u7b97\u6cd5\u80fd\u529b\u5e2e\u6211\u4eec\u81ea\u52a8\u5730\u53d1\u73b0\u89c4\u5f8b\u95ee\u9898\u5e76\u89e3\u51b3\u95ee\u9898\uff0c\u4ece\u8fd9\u70b9\u4e0a\u770bAIOps\u5728\u6211\u4eec\u7684\u5e73\u53f0\u4f9d\u7136\u8fd8\u6709\u975e\u5e38\u591a\u7684\u6f5c\u529b\u53ef\u6316\uff0c\u6240\u4ee5\u6211\u4eec\u5e0c\u671b\u672a\u6765\u5728\u6548\u7387\u63d0\u5347\u3001\u8d28\u91cf\u4fdd\u969c\u3001\u6210\u672c\u4f18\u5316\u4e0a\u80fd\u771f\u6b63\u501f\u52a9AI\u7684\u80fd\u529b\u5e2e\u5e73\u53f0\u66f4\u597d\u5730\u9002\u5e94\u672a\u6765\u7684\u53d1\u5c55\u3002<\/p>\n

\u641c\u7d22\u4e2d\u53f0\u5f00\u53d1\u8fd0\u7ef4\u4e00\u4f53\u5316\u5b9e\u8df5-Sophon<\/strong><\/span><\/p>\n

\u5f00\u53d1\u8fd0\u7ef4\u4e00\u4f53\u5316-DevOPS<\/strong><\/p>\n

\u5728\u6211\u4eec\u4ecb\u7ecd\u5f00\u53d1\u8fd0\u7ef4\u4e00\u4f53\u5316-sophon\u7684\u7cfb\u7edf\u524d\uff0c\u6211\u4eec\u5148\u770b\u770b\u4e00\u4e2a\u7a0d\u5fae\u590d\u6742\u641c\u7d22\u573a\u666f\u7684\u4e1a\u52a1\u63a5\u5165\u65f6\u9700\u8981\u6d89\u53ca\u5230\u7684\u7cfb\u7edf\u4ee5\u53ca\u4ed6\u4eec\u662f\u5982\u4f55\u534f\u8c03\u5de5\u4f5c\u7684\u3002<\/p>\n<\/p>\n

\u4ece\u4e0a\u56fe\u5176\u5b9e\u5927\u5bb6\u770b\u5230\u6574\u4e2a\u7cfb\u7edf\u6a21\u5757\u5927\u81f4\u5206\u4e3a3\u5927\u6a21\u5757\uff0cOPS\u3001Online\u3001Offline\u3002\u5176\u4e2d\u5982\u56fe\u6240\u793aOps\u5c42\u5f88\u660e\u663e\u5206\u6210\u4e86\u5728\u7ebf\u6709\u72b6\u6001\u670d\u52a1ops\u3001\u5728\u7ebf\u65e0\u72b6\u6001\u670d\u52a1ops\u548c\u79bb\u7ebfops\u3002<\/p>\n

\"\"<\/p>\n

\u5c31\u662f\u8bf4\u6bcf\u4e2a\u670d\u52a1\u90fd\u662f\u5355\u72ecOPS\u8fdb\u884c\u5355\u72ec\u7ba1\u63a7\uff0c\u4f46\u5b9e\u9645\u4e0a\u5982\u4e0a\u56fe\u6240\u793a\u4e00\u4e2a\u590d\u6742\u4e1a\u52a1\u5c31\u662f\u4e00\u4e2a\u591a\u670d\u52a1\u4f53\u7cfb\u534f\u540c\u7684\u7ed3\u679c\uff0c\u6240\u4ee5\u5728\u6211\u7684\u8bb0\u5fc6\u91cc\u5f53tisplus\u6ca1\u4e0a\u7ebf\u524d\uff0c\u6211\u4eec\u63a5\u5165\u590d\u6742\u4e1a\u52a1\u4e4b\u524d\u7b2c\u4e00\u4ef6\u4e8b\u60c5\u5c31\u662f\u53ec\u96c6\u5728\u7ebf\u6709\u72b6\u6001\u670d\u52a1\u56e2\u961f\u3001\u5728\u7ebf\u65e0\u72b6\u6001\u670d\u52a1\u56e2\u961f\u3001\u79bb\u7ebfDUMP\u56e2\u961f\u3001\u4e1a\u52a1\u65b9\u3001PE\u5f00\u4e2a\u4f1a\u4e92\u901a\u4e0b\u6709\u65e0\uff0c\u7136\u540e\u5b89\u6392\u600e\u4e48\u5408\u4f5c\u63a8\u8fdb\u8fd9\u4e2a\u9879\u76ee\u4e0a\u7ebf\uff0c\u4e0a\u7ebf\u540e\u7684\u7ebf\u4e0a\u53d8\u66f4\u548c\u95ee\u9898\u5904\u7406\u4e5f\u662f\u652f\u6301\u7fa4\u91cc\u76f8\u4e92\u543c\uff1a\u201c\u6211\u5df2\u7ecf\u505a\u5b8c\u8fd9\u4e00\u6b65\u4e86\uff0c\u4f60\u53ef\u4ee5\u505a\u4e0b\u4e00\u6b65\u4e86\u201d\uff0c\u201c\u4f60\u7a0d\u7b49\u4e0b\u518d\u64cd\u4f5c\uff0c\u6211\u8fd8\u8981\u91cd\u65b0\u53d1\u4e0b\u201d\u3002\u6240\u4ee5\u53ef\u4ee5\u60f3\u8c61\u8fd9\u6837\u7684\u4e1a\u52a1\u63a5\u5165\u5408\u4f5c\u6548\u7387\u5f97\u6709\u591a\u4f4e\uff0c\u76f8\u4fe1\u5927\u5bb6\u4ece\u6211\u521a\u624d\u7684\u63cf\u8ff0\u4e2d\u4e5f\u80fd\u77e5\u9053\u4e3a\u5565\u6211\u4eec\u4e4b\u524d\u652f\u630110\u6765\u4e2a\u4e1a\u52a1\u5df2\u7ecf\u662f\u6781\u9650\u7684\u539f\u56e0\u4e86\u5427\u3002<\/p>\n

\u6709\u4e86\u8fd9\u4e9b\u75db\u70b9\u9700\u6c42\uff0c\u90a3\u518d\u56de\u8fc7\u5934\u6765\u8bf4\u8bf4\u6211\u4eec\u6211\u4eec\u5728\u5b9e\u8df5\u8fc7\u7a0b\u4e2d\u8ba4\u4e3a\u590d\u6742\u641c\u7d22\u7cfb\u7edf\u7684devops\u5efa\u8bbe\u5fc5\u987b\u6709\uff1a<\/p>\n

    \n
  1. \u63d0\u4f9b\u7aef\u5bf9\u7aef\u4f53\u9a8c\u7684\u5168\u94fe\u8defOPS\u624d\u662f\u6211\u4eec\u8ba4\u4e3a\u7b26\u5408\u6211\u4eec\u573a\u666f\u7684devops\u6807\u51c6\u5b9a\u4e49\u3002<\/li>\n
  2. \u590d\u6742\u7684\u8fd0\u7ef4\u7ba1\u63a7\u94fe\u8def\u4e2d\u57fa\u4e8e\u6211\u4eec\u5e38\u8bc6\u8ba4\u77e5\u7684\u8fc7\u7a0b\u5f0f\u8fd0\u7ef4\u65b9\u5f0f\u9700\u8981\u5347\u7ea7\u5230\u57fa\u4e8e\u76ee\u6807\u9a71\u52a8\u5f0f\u7684\u8fd0\u7ef4\u7ba1\u63a7\u3002<\/li>\n
  3. \u8f83\u597d\u7684\u8fd0\u7ef4\u62bd\u8c61\u53ca\u4ea7\u54c1\u62bd\u8c61\uff0c\u66f4\u597d\u7684\u8d4b\u80fd\u7528\u6237\u3002<\/li>\n
  4. \u63d0\u9ad8\u4e1a\u52a1\u8fed\u4ee3\u6548\u7387\u5fc5\u987b\u662f\u4fdd\u969c\u4e1a\u52a1\u7a33\u5b9a\u6027\u4e3a\u57fa\u7840\u3002<\/li>\n<\/ol>\n

    \u6709\u4e86\u8fd9\u4e9b\u9700\u6c42\u75db\u70b9\uff0c\u4e5f\u5c31\u6709\u4e86\u6211\u4eec\u5728\u8fd9\u4e2a\u9886\u57df\u7684\u6280\u672f\u5e73\u53f0\u5e03\u5c40-Sophon\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5206\u7ae0\u8282\u8be6\u7ec6\u4ecb\u7ecd\u4e0b\u8be5\u7cfb\u7edf\u3002<\/p>\n

    \u641c\u7d22\u4e2d\u53f0devops\u5b9e\u8df5-Sophon<\/strong><\/span><\/p>\n

    \u76ee\u6807\u9a71\u52a8\u5f0f\u8fd0\u7ef4<\/strong><\/p>\n

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    \u4e13\u5bb6\u7ecf\u9a8c\u6c89\u6dc0<\/strong><\/p>\n

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    \u4e3e\u4e2a\u771f\u5b9e\u7684\u641c\u7d22\u573a\u666f\u6765\u8bf4\uff0c\u5982\u679c\u4e1a\u52a1\u65b9\u6709\u4e00\u4e2a\u5b57\u6bb5\u7684\u4fee\u6539\uff0c\u4f46\u771f\u5b9e\u60c5\u51b5\u4e0b\u4e00\u4e2a\u5b57\u6bb5\u7684\u4fee\u6539\u5176\u5b9e\u662f\u53ef\u80fd\u6d89\u53ca\u5230\u5728\u7ebf\u548c\u79bb\u7ebf\u7684\u914d\u7f6e\u8054\u52a8\u4fee\u6539\uff0c\u6362\u53e5\u8bdd\u8bf4\u4f60\u4e0d\u80fd\u8bf4\u8ba9\u7528\u6237\u5728\u4fee\u6539\u914d\u7f6e\u7684\u65f6\u5019\u8ba9\u4ed6\u5224\u65ad\u6211\u8fd9\u6b21\u4fee\u6539\u662f\u53ea\u4f1a\u5f71\u54cd\u5230\u5728\u7ebf\u670d\u52a1\u3001\u8fd8\u662f\u5f71\u54cd\u5230\u79bb\u7ebf\u670d\u52a1\uff0c\u8fd8\u662f\u5728\u79bb\u7ebf\u670d\u52a1\u90fd\u4f1a\u5f71\u54cd\u5230\uff0c\u6b64\u5916\u914d\u7f6e\u63a8\u9001\u9700\u8981\u5148\u79bb\u7ebf\u670d\u52a1\u751f\u6548\u8fd8\u662f\u5728\u7ebf\u670d\u52a1\u5148\u751f\u6548\uff0c\u8fd8\u662f\u8bf4\u914d\u7f6e\u5fc5\u987b\u505a\u5168\u91cf\u540e\u4e00\u8d77\u751f\u6548\u7b49\u7b49\uff0c\u8fd9\u4e9b\u90fd\u662f\u5f15\u64ce\u670d\u52a1\u7684\u4e13\u5bb6\u77e5\u8bc6\u3002<\/p>\n

    \u76ee\u524d\u6211\u4eec\u4f9d\u9760sophon devOPS\u8fd9\u5c42\u5c06\u8fd9\u4e9b\u9886\u57df\u77e5\u8bc6\u90fd\u5728\u80cc\u540e\u9ed8\u9ed8\u6d88\u8d39\u6389\u4e86\uff0c\u7528\u6237\u5b8c\u5168\u4e0d\u9700\u8981\u5173\u6ce8\u8fd9\u4e9b\u6f5c\u5728\u77e5\u8bc6\uff0c\u8fd0\u7ef4\u5e73\u53f0\u5185\u90e8\u4f1a\u5206\u89e3\u590d\u6742\u8fd0\u7ef4\u64cd\u4f5c\uff0c\u7136\u540e\u4f1a\u6839\u636e\u6211\u4eec\u5b9a\u4e49\u597d\u7684\u4e13\u5bb6\u8fd0\u7ef4DAG\u56fe\u6765\u6709\u6761\u4e0d\u7d0a\u5206\u9636\u6bb5\u7684\u8fdb\u884c\u8fd0\u7ef4\u6267\u884c\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<\/p>\n

    \u901a\u8fc7\u6211\u4eec\u4e0d\u65ad\u5c06\u8fd0\u7ef4\u4e13\u5bb6\u7ecf\u9a8c\u6c89\u6dc0\u5230\u7cfb\u7edf\uff08\u8fd0\u7ef4DAG\u6267\u884c\u6d41\u7a0b\u56fe\uff09\uff0c\u7528\u6237\u5bf9\u5e73\u53f0\u7684\u4f7f\u7528\u6210\u672c\u4f1a\u4e0d\u65ad\u53d8\u5c0f\uff0c\u540c\u65f6\u8fed\u4ee3\u6548\u7387\u4e5f\u4f1a\u8d8a\u6765\u8d8a\u9ad8\u3002\u5f53\u7136\u5982\u679c\u8fd0\u7ef4\u64cd\u4f5c\u53d8\u5f97\u8d8a\u6765\u8d8a\u590d\u6742\uff08\u6bd4\u5982\u6211\u4eec\u66b4\u9732\u7ed9\u7528\u6237\u7684\u4e1a\u52a1\u89c6\u89d2\u9700\u8981\u6db5\u76d6\u8d8a\u6765\u8d8a\u591a\u7684\u670d\u52a1\uff09\uff0c\u8fd0\u7ef4DAG\u6267\u884c\u94fe\u4ece\u7b80\u5355\u5c31\u4f1a\u53d1\u5c55\u5230\u53ef\u80fd\u5b58\u5728\u591a\u79cd\u6267\u884c\u5206\u652f\uff0c\u90a3\u4e48\u5982\u4f55\u5728\u8fd0\u7ef4\u6267\u884c\u4e2d\u5bfb\u627e\u5230\u6700\u4f18\u6267\u884c\u94fe\u8def\u5c31\u4f1a\u6210\u4e3a\u4e00\u4e2a\u6709\u8da3\u7684\u8bdd\u9898\uff08\u5982\u4e0a\u56fe\u53f3\u8fb9\u6240\u793a\uff09\uff0c\u76ee\u524d\u6211\u4eec\u79f0\u4e4b\u4e3a\u6700\u77ed\u8def\u5f84\u9009\u62e9\uff0c\u8fd9\u662f\u667a\u80fd\u5316\u8fd0\u7ef4\u4e00\u4e2a\u6709\u8da3\u7684\u5c1d\u8bd5\uff0c\u8fd9\u4e5f\u662f\u672a\u6765\u6211\u4eec\u6301\u7eed\u52aa\u529b\u7684\u65b9\u5411\u3002<\/p>\n

    \u4ece\u7cfb\u7edf\u5230\u5168\u94fe\u8def<\/strong><\/p>\n<\/p>\n

    \u524d\u9762\u5176\u5b9e\u4e5f\u4ecb\u7ecd\u4e86\u6211\u4eec\u7684\u6240\u6709\u4e1a\u52a1\u573a\u666f\u90fd\u662f\u4e00\u4e2a\u6280\u672f\u4f53\u7cfb\u534f\u540c\u7684\u7ed3\u679c\uff0c\u800c\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u6700\u91cd\u8981\u4e5f\u6700\u5177\u6311\u6218\u7684\u70b9\u4fbf\u662f\u5982\u4f55\u5c06\u5728\u7ebf\u548c\u79bb\u7ebf\u9ad8\u6548\u534f\u540c\u63d0\u4f9b\u7ed9\u7528\u6237\u7aef\u5bf9\u7aef\u7684\u4f53\u9a8c\u3002<\/p>\n

    \u4ece\u4e0a\u56fe\u53ef\u4ee5\u770b\u5230\u6700\u7ec8\u7528\u6237\u4f7f\u7528\u79bb\u7ebf\u6570\u636e\u6c38\u8fdc\u770b\u5230\u7684\u662f\u53ef\u89c6\u5316\u6570\u636e\u5173\u7cfb\u5b9a\u4e49\u548c\u7b80\u5355\u7684dump->Build->switchindex\u4efb\u52a1\u6267\u884c\u5217\u8868\u3002\u4f46\u662f\u5b9e\u9645\u4e0a\u662f\u6211\u4eec\u628a\u6240\u6709\u7684\u590d\u6742\u5ea6\u5c4f\u853d\u6389\uff0c\u7cfb\u7edf\u80cc\u540e\u5374\u662f\u6709\u4e00\u4e2a\u590d\u6742\u7684\u72b6\u6001\u673a\u5728\u7ba1\u63a7\u5728\u79bb\u7ebf\u7684\u534f\u540c\uff0c\u8fd9\u5f20\u56fe\u4e0d\u6253\u7b97\u5c55\u5f00\u8bb2\uff0c\u6574\u4e2a\u5728\u79bb\u7ebf\u534f\u540c\uff0c\u72b6\u6001\u673a\u4e0d\u662f\u5173\u952e\uff0c\u5173\u952e\u662f\u6211\u4eec\u5982\u4f55\u5c06\u6bcf\u4e2a\u5728\u7ebf\u641c\u7d22\u4e1a\u52a1\u5bf9\u79bb\u7ebf\u6570\u636e\u5904\u7406\u7684\u4e2a\u6027\u5316\u9700\u6c42\u8f6c\u6362\u6210\u4e00\u79cd\u62bd\u8c61\uff0c\u6700\u540e\u901a\u8fc7\u5e73\u53f0\u65b9\u5f0f\u6765\u652f\u6491\u7684\u3002<\/p>\n

    \u5728\u5c55\u5f00\u4ecb\u7ecd\u79bb\u7ebf\u5e73\u53f0\u6280\u672f\u524d\uff0c\u7a0d\u5fae\u8ddf\u5927\u5bb6\u4ecb\u7ecd\u4e0b\u4e00\u4e2a\u641c\u7d22\u4e1a\u52a1\u5bf9\u79bb\u7ebf\u5904\u7406\u7684\u666e\u4e16\u9700\u6c42\uff0c\u800c\u8fd9\u4e9b\u9700\u6c42\u4e5f\u662f\u6ca1\u6709\u79bb\u7ebf\u5e73\u53f0\u4e4b\u524d\u652f\u6301\u590d\u6742\u4e1a\u52a1\u5728\u79bb\u7ebf\u8de8\u56e2\u961f\u5408\u4f5c\u4e2d\u88ab\u91cd\u590d\u8ba8\u8bba\u8fc7\u591a\u6b21\u7684\u8bdd\u9898\u3002\u90a3\u5c31\u662f\u5230\u5f15\u64ce\u7684\u4e1a\u52a1\u6570\u636e\u5e76\u4e0d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u6570\u636e\u5e93\u8868\uff0c\u5b83\u53ef\u80fd\u6765\u6e90\u4e8e\u591a\u4e2a\u540c\u6784\u6216\u8005\u5f02\u6784\u6570\u636e\u6e90\uff0c\u540c\u65f6\u6bcf\u4e2a\u641c\u7d22\u4e1a\u52a1\u90fd\u6709\u5168\u91cf\u548c\u589e\u91cf\u7684\u9700\u6c42\uff0c\u6240\u4ee5\u5982\u4f55\u5c06\u8fd9\u4e9b\u6839\u636e\u4e1a\u52a1\u4e0d\u540c\u800c\u4e0d\u540c\u6570\u636e\u6e90\u5173\u7cfb\u5904\u7406\u53d8\u6210\u4e00\u79cd\u9ad8\u5c42\u62bd\u8c61\u5e76\u4e14\u5c4f\u853d\u5185\u90e8\u5904\u7406\u73af\u8282\u548c\u7edf\u4e00\u589e\u91cf\u548c\u5168\u91cf\u5904\u7406\u6d41\u7a0b\u5c31\u53d8\u5f97\u975e\u5e38\u91cd\u8981\uff0c\u5426\u5219\u6765\u4e00\u4e2a\u4e1a\u52a1\u6211\u4eec\u90fd\u8981\u4e3a\u5176\u5b9e\u73b0\u5168\u91cf\u548c\u589e\u91cf\u6570\u636e\u5904\u7406\u4ee3\u7801\u7b80\u76f4\u662f\u4e0d\u53ef\u5fcd\u7684\u4e8b\u60c5\u3002<\/p>\n

    \u73b0\u5728\u6765\u56de\u987e\u4e4b\u524d\u6211\u4eec\u79bb\u7ebf\u652f\u6301\u6548\u7387\u4f4e\u7684\u539f\u56e0\u8fd8\u662f\u6211\u4eec\u4e4b\u524d\u5bf9\u5f15\u64ceschema\u5b9a\u4e49\u7684\u6570\u636e\u6e90\u90fd\u662f\u88ab\u5f31\u5316\u6210\u4e00\u5bf9\u5bf9\u7684\u8d44\u6e90\u8fdb\u884c\u62bd\u8c61\u548c\u7ba1\u7406\uff0c\u4e5f\u5c31\u5bfc\u81f4\u6211\u4eec\u6ca1\u6709\u628a\u672c\u5e94\u8be5\u7684\u57fa\u7840\u7684\u62bd\u8c61\u7ed9\u63d0\u70bc\u51fa\u6765\uff0c\u5176\u5b9e\u4ed4\u7ec6\u60f3\u4e0b\u6765\u6211\u4eec\u76ee\u524d\u63a5\u5165\u7684\u6240\u6709\u6570\u636e\u8d44\u6e90\u90fd\u662fDynamic Table\uff0c\u6240\u4ee5\u5982\u679c\u6211\u4eec\u4ee5\u8868\u7684\u62bd\u8c61\u53bb\u5b9a\u4e49\u8fd9\u4e9b\u8d44\u6e90\uff0c\u90a3\u4e00\u4e9b\u901a\u7528\u7684\u7c7b\u4f3c\u521b\u5efa\u8868\u3001\u5220\u9664\u8868\u3001\u4fee\u6539\u8868\u3001\u589e\u5220\u6539\u67e5\u8868\u6570\u636e\uff0c\u5b9a\u4e49\u8868\u4e4b\u95f4\u5173\u7cfb\u7b49API\u90fd\u5e94\u8be5\u53ef\u4ee5\u88ab\u6536\u655b\u6389\u800c\u4e0d\u4f1a\u5b58\u5728\u91cd\u590d\u5f00\u53d1\u95ee\u9898\uff0c\u6240\u4ee5\u6709\u4e86\u8fd9\u6837\u4e00\u4e2a\u601d\u8003\uff0c\u4e5f\u5c31\u6709\u4e86\u6211\u4eec\u6253\u9020\u79bb\u7ebf\u7ec4\u4ef6\u5e73\u53f0-bahamut\u7684\u6574\u4f53\u8bbe\u8ba1\u601d\u8def\u3002<\/p>\n

    \u5e73\u53f0\u652f\u6301\u7528\u6237\u5728\u5e73\u53f0\u753b\u5e03\u4e0a\u5b9a\u4e49\u597d\u5404\u81ea\u6570\u636e\u6e90\u4fe1\u606f\u548c\u8868\u4e4b\u95f4\u5173\u7cfb\u5b9a\u4e49\u540e\uff08\u6211\u4eec\u53ef\u4ee5\u652f\u6301\u5f02\u6784\u8868\u4e4b\u95f4\u7684join\uff0c\u4f8b\u5982odps\u548cmysql\uff09\uff0c\u6211\u4eec\u4f1a\u5c06\u8fd9\u4e2a\u524d\u7aef\u7684Graph\u63d0\u4ea4\u7ed9Bahamut\u8fdb\u884c\u7ffb\u8bd1\uff0cbahamut\u5c06\u8fd9\u4e2a\u524d\u7aef\u7684Graph\u89e3\u6790\u3001\u4f18\u5316\u3001\u62c6\u5206\u3001\u7ffb\u8bd1\u6210\u6210\u82e5\u5e72\u4e2ablink\u53ef\u6267\u884c\u7684graph\uff0c\u6bd4\u5982\u589e\u91cf\u7684syncBlink \u3001\u5168\u91cf\u7684BulkLoad MR\u4efb\u52a1\uff0c\u548cBlink Join \u4efb\u52a1\u7b49\u3002<\/p>\n

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