{"id":10006418,"date":"2022-09-06T21:42:55","date_gmt":"2022-09-06T13:42:55","guid":{"rendered":"https:\/\/ityet.com\/?p=10006418"},"modified":"2022-09-06T21:42:55","modified_gmt":"2022-09-06T13:42:55","slug":"%e5%9f%ba%e4%ba%8e%e5%bc%80%e6%94%be%e5%85%b1%e4%ba%ab%e7%9a%84%e8%87%aa%e4%b8%bb%e7%a0%94%e5%8f%91-maxcompute-%e6%8c%81%e7%bb%ad%e5%a2%9e%e5%bc%ba%e7%94%9f%e6%80%81%e4%b8%8e%e5%bc%80%e6%94%be","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10006418","title":{"rendered":"\u57fa\u4e8e\u5f00\u653e\u5171\u4eab\u7684\u81ea\u4e3b\u7814\u53d1\u2014MaxCompute \u6301\u7eed\u589e\u5f3a\u751f\u6001\u4e0e\u5f00\u653e\u6027\u5efa\u8bbe"},"content":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0MaxCompute \u662f\u963f\u91cc\u5df4\u5df4\u81ea\u7814\u7684\u4e91\u539f\u751f\u6570\u636e\u4ed3\u5e93\uff0c\u540c\u65f6\u4e5f\u517c\u5bb9\u5927\u90e8\u5206\u5927\u6570\u636e\u751f\u6001\u7cfb\u7edf\u3002\u4e00\u4e2a\u5e73\u53f0\u65e0\u6cd5\u5b9e\u73b0\u6240\u6709\u529f\u80fd\u548c\u89e3\u51b3\u6240\u6709\u95ee\u9898\uff0cMaxCompute \u9700\u6301\u7eed\u589e\u5f3a\u751f\u6001\u4e0e\u5f00\u653e\u6027\u5efa\u8bbe\uff0c\u65b9\u80fd\u8d70\u5f97\u66f4\u8fdc\u3002\u672c\u6587\u4f5c\u8005 \u590f\u4fca\u4f1f \u963f\u91cc\u4e91\u667a\u80fd\u9ad8\u7ea7\u4ea7\u54c1\u4e13\u5bb6\u00a0MaxCompute\u4ea7\u54c1\u4e0e\u751f\u6001\u67b6\u6784\u00a0MaxCompute\u662f\u4e00\u4e2a\u5177\u6709\u5148\u8fdb\u67b6\u6784\u7684Serverless\u4e91\u6570\u636e\u4ed3\u5e93\uff0c\u81ea\u4ece\u5546\u4e1a\u5316\u540e\uff0c\u4f7f\u7528\u7684\u7528\u6237\u6d89\u53ca\u5404\u4e2a\u884c\u4e1a\u7684\u5934\u90e8\u5ba2\u6237\u3002\u5728\u751f\u6001\u4e0a\u9700\u8981\u652f\u6301\u4e3b\u6d41\u7684\u5f00\u6e90\u4ea7\u54c1\u4ee5\u53ca\u963f\u91cc\u4e91\u4e91\u4ea7\u54c1\u3002\u5176\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\u00a0\u6570\u636e\u63a5\u5165\u751f\u6001\u3002\u76ee\u524d\u5b98\u65b9\u63d0\u4f9b\u591a\u79cd\u6570\u636e\u63a5\u5165\u65b9\u5f0f\uff0c\u53ef\u4ee5\u63a5\u5165\u7edd\u5927\u591a\u6570\u7684\u6570\u636e\u5e93\uff0cNOSQL\u5e93\uff0c\u6d88\u606f\u961f\u5217\uff0c\u65e5\u5fd7\u7b49\u4e1a\u52a1\u7cfb\u7edf\u3002\u6570\u636e\u5f15\u64ce\u751f\u6001\u3002MaxCompute\u9664\u4e86\u81ea\u8eab\u652f\u6301SQL\u5f15\u64ce\uff0cSpark\uff0cmars\uff0cGraph\u7b49\uff0c\u8fd8\u652f\u6301\u7b2c\u4e09\u65b9\u5f15\u64ce\u5e73\u53f0\u63a5\u5165\uff0c\u4f8b\u5982\u5b9e\u73b0\u5e95\u5c42\u76f4\u8bfbHologres\u5f15\u64ce\uff0cPAI\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\uff0c\u667a\u80fd\u641c\u7d22\uff0c\u667a\u80fd\u63a8\u8350\u7b49\u3002\u6570\u636e\u5f00\u53d1\u7ba1\u7406\u5de5\u5177\u751f\u6001\u3002MaxCompute\u9664\u4e86\u5b98\u65b9\u63a8\u51fa\u7684Dataworks\u4ee5\u5916\uff0c\u8fd8\u652f\u6301\u5f00\u6e90\u7684Kettle\uff0cAirflow\u4ee5\u53caAzkaban\u5e73\u53f0\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u5f00\u53d1\u6cbb\u7406\u8c03\u5ea6\u7b49\u64cd\u4f5c\u3002\u6570\u636e\u6e56\u751f\u6001\u3002MaxCompute\u9664\u4e86\u53ef\u4ee5\u8ba1\u7b97\u81ea\u8eab\u5b58\u50a8\u6570\u636e\uff0c\u8fd8\u53ef\u4ee5\u8054\u5408mysql\u7b49\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0cHbase\uff0cTableStore\uff0cLindorm\u7b49NoSQL\u6570\u636e\u5e93\uff0cDLF+OSS\u5bf9\u8c61\u5b58\u50a8\uff0cHDFS\u548cHUDI\u7b49\u5927\u6570\u636e\u6587\u4ef6\u7cfb\u7edf\u505a\u8054\u5408\u8ba1\u7b97\u3002\u6570\u636e\u5e94\u7528\u751f\u6001\u3002\u76ee\u524d\u9664\u4e86\u53ef\u4ee5\u76f4\u63a5\u63a5\u5165QuickBI\u5b98\u65b9\u6570\u636eBI\u5e73\u53f0\uff0c\u540c\u65f6\u4e5f\u652f\u6301\u5e02\u9762\u4e3b\u6d41\u7684\u5f00\u6e90\u548c\u5546\u4e1a\u5316BI\u6570\u636e\u5206\u6790\u5de5\u5177\uff0c\u4f8b\u5982Superset\u548cTableau\u7b49\u3002\u00a0MaxCompute\u4ea7\u54c1\u751f\u6001\u67b6\u6784\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042441461\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0MaxCompute\u4ea7\u54c1\u751f\u6001<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042441462\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u6570\u636e\u63a5\u5165\u751f\u6001MaxCompute\u5b98\u65b9\u63d0\u4f9bDataWorks\u6570\u636e\u96c6\u6210\uff0c\u53ef\u4ee5\u652f\u6301\u51e0\u5341\u79cd\u6570\u636e\u96c6\u6210\u63a5\u5165\u6216\u8005\u6570\u636e\u5bfc\u51fa\u3002\u540c\u65f6\u4e5f\u652f\u6301\u4e3b\u6d41\u7684\u65f6\u5b9eKafka\uff0cDatahub\u6570\u636e\u76f4\u63a5\u5199\u5165\uff1b\u4e5f\u652f\u6301SLS\u65e5\u5fd7\u76f4\u63a5\u5199\u5165\u3002\u00a0DataWorks\u6570\u636e\u96c6\u6210\u63d0\u4f9b\u6570\u636e\u8bfb\u53d6\uff08Reader\uff09\u548c\u5199\u5165\u63d2\u4ef6\uff08Writer\uff09\u5b9e\u73b0\u5bf9\u6570\u636e\u6e90\u7684\u8bfb\u5199\u64cd\u4f5c\uff0c\u60a8\u53ef\u4ee5\u6839\u636e\u8981\u540c\u6b65\u7684\u6765\u6e90\u4e0e\u53bb\u5411\u6570\u636e\u6e90\uff0c\u5e76\u7ed3\u5408\u79bb\u7ebf\u540c\u6b65\u652f\u6301\u7684\u6570\u636e\u6e90\u60c5\u51b5\uff0c\u8fdb\u884c\u540c\u6b65\u4efb\u52a1\u7684\u914d\u7f6e\u3002\u79bb\u7ebf\u540c\u6b65\u652f\u6301\u5355\u8868\u7684\u589e\u91cf\u4e0e\u5168\u91cf\u6570\u636e\u8bfb\u5199\u3001\u5206\u5e93\u5206\u8868\u7684\u589e\u91cf\u4e0e\u5168\u91cf\u6570\u636e\u8bfb\u3002\u4e5f\u53ef\u4ee5\u652f\u6301\u60a8\u5c06\u591a\u79cd\u8f93\u5165\u53ca\u8f93\u51fa\u6570\u636e\u6e90\u642d\u914d\u7ec4\u6210\u540c\u6b65\u94fe\u8def\u8fdb\u884c\u5355\u8868\u6216\u6574\u5e93\u6570\u636e\u7684\u5b9e\u65f6\u589e\u91cf\u540c\u6b65\uff0c\u8fd8\u53ef\u4ee5\u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\u4e4b\u95f4\u8fdb\u884c\u4e0d\u540c\u6570\u636e\u540c\u6b65\u573a\u666f\uff08\u6574\u5e93\u79bb\u7ebf\u540c\u6b65\u3001\u5168\u589e\u91cf\u5b9e\u65f6\u540c\u6b65\uff09\u7684\u540c\u6b65\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u96c6\u6210\u4e3aMaxCompute\u63d0\u4f9b\u4e30\u5bcc\u7684\u6570\u636e\u901a\u9053\uff0c\u65b9\u4fbf\u7528\u6237\u76f4\u63a5\u63a5\u5165\u6570\u636e\u6216\u8005\u5bfc\u51fa\u6570\u636e\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0DataHubDataHub\u662f\u6d41\u5f0f\u6570\u636e\uff08Streaming Data\uff09\u7684\u5904\u7406\u5e73\u53f0\uff0c\u63d0\u4f9b\u5bf9\u6d41\u5f0f\u6570\u636e\u7684\u53d1\u5e03 (Publish)\uff0c\u8ba2\u9605\uff08Subscribe\uff09\u548c\u5206\u53d1\u529f\u80fd\uff0c\u8ba9\u60a8\u53ef\u4ee5\u8f7b\u677e\u6784\u5efa\u57fa\u4e8e\u6d41\u5f0f\u6570\u636e\u7684\u5206\u6790\u548c\u5e94\u7528\u3002\u6570\u636e\u603b\u7ebf DataHub\u670d\u52a1\u53ef\u4ee5\u5bf9\u5404\u79cd\u79fb\u52a8\u8bbe\u5907\uff0c\u5e94\u7528\u8f6f\u4ef6\uff0c\u7f51\u7ad9\u670d\u52a1\uff0c\u4f20\u611f\u5668\u7b49\u4ea7\u751f\u7684\u5927\u91cf\u6d41\u5f0f\u6570\u636e\u8fdb\u884c\u6301\u7eed\u4e0d\u65ad\u7684\u91c7\u96c6\uff0c\u5b58\u50a8\u548c\u5904\u7406\u3002\u7528\u6237\u53ef\u4ee5\u7f16\u5199\u5e94\u7528\u7a0b\u5e8f\u6216\u8005\u4f7f\u7528\u6d41\u8ba1\u7b97\u5f15\u64ce\u6765\u5904\u7406\u5199\u5165\u5230\u6570\u636e\u603b\u7ebf DataHub\u7684\u6d41\u5f0f\u6570\u636e\u6bd4\u5982\u5b9e\u65f6Web\u8bbf\u95ee\u65e5\u5fd7\u3001\u5e94\u7528\u65e5\u5fd7\u3001\u5404\u79cd\u4e8b\u4ef6\u7b49\uff0c\u5b98\u65b9\u5df2\u7ecf\u6df1\u5ea6\u96c6\u6210DataHub\u6570\u636e\u5199\u5165MaxCompute\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u6d88\u606f\u961f\u5217Kafka\u7248\u6d88\u606f\u961f\u5217Kafka\u7248\u662f\u963f\u91cc\u4e91\u63d0\u4f9b\u7684\u5206\u5e03\u5f0f\u3001\u9ad8\u541e\u5410\u3001\u53ef\u6269\u5c55\u7684\u6d88\u606f\u961f\u5217\u670d\u52a1\u3002\u6d88\u606f\u961f\u5217Kafka\u7248\u5e7f\u6cdb\u7528\u4e8e\u65e5\u5fd7\u6536\u96c6\u3001\u76d1\u63a7\u6570\u636e\u805a\u5408\u3001\u6d41\u5f0f\u6570\u636e\u5904\u7406\u3001\u5728\u7ebf\u548c\u79bb\u7ebf\u5206\u6790\u7b49\u5927\u6570\u636e\u9886\u57df\uff0c\u5df2\u6210\u4e3aMaxCompute\u5927\u6570\u636e\u751f\u6001\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u90e8\u5206\uff0c\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u7684\u901a\u8fc7Kafka\u628a\u6570\u636e\u5199\u5165MaxCompute\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u65e5\u5fd7\u670d\u52a1SLS\u65e5\u5fd7\u670d\u52a1SLS\u662f\u4e91\u539f\u751f\u89c2\u6d4b\u4e0e\u5206\u6790\u5e73\u53f0\uff0c\u4e3aLog\u3001Metric\u3001Trace\u7b49\u6570\u636e\u63d0\u4f9b\u5927\u89c4\u6a21\u3001\u4f4e\u6210\u672c\u3001\u5b9e\u65f6\u7684\u5e73\u53f0\u5316\u670d\u52a1\u3002\u65e5\u5fd7\u670d\u52a1\u4e00\u7ad9\u5f0f\u63d0\u4f9b\u6570\u636e\u91c7\u96c6\u3001\u52a0\u5de5\u3001\u67e5\u8be2\u4e0e\u5206\u6790\u3001\u53ef\u89c6\u5316\u3001\u544a\u8b66\u3001\u6d88\u8d39\u4e0e\u6295\u9012\u7b49\u529f\u80fd\uff0c\u5168\u9762\u63d0\u5347\u60a8\u5728\u7814\u53d1\u3001\u8fd0\u7ef4\u3001\u8fd0\u8425\u3001\u5b89\u5168\u7b49\u573a\u666f\u7684\u6570\u5b57\u5316\u80fd\u529b\u3002\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u5feb\u6377\u7684\u628a\u6570\u636e\u4eceSLS\u5199\u5165MaxCompute\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0DTS\u6570\u636e\u4f20\u8f93\u670d\u52a1DTS\uff08Data Transmission Service\uff09\u662f\u963f\u91cc\u4e91\u63d0\u4f9b\u7684\u5b9e\u65f6\u6570\u636e\u6d41\u670d\u52a1\uff0c\u652f\u6301RDBMS\u3001NoSQL\u3001OLAP\u7b49\uff0c\u96c6\u6570\u636e\u8fc1\u79fb\/\u8ba2\u9605\/\u540c\u6b65\u4e8e\u4e00\u4f53\uff0c\u4e3a\u60a8\u63d0\u4f9b\u7a33\u5b9a\u5b89\u5168\u7684\u4f20\u8f93\u94fe\u8def\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u6570\u636e\u5f15\u64ce\u751f\u6001MaxCompute\u81ea\u7814SQL\u5f15\u64ce\uff0c\u517c\u5bb9hive\u8bed\u6cd5\uff0c\u540c\u65f6\u4e5f\u652f\u6301\u5f00\u6e90Spark\u5f15\u64ce\uff0c\u96c6\u6210\u4e86Mars\uff0cGraph\u56fe\u8ba1\u7b97\u5f15\u64ce\u3002\u7528\u6237\u8fd8\u53ef\u4ee5\u901a\u8fc7MaxCompute CUPID\u81ea\u4e3b\u63a5\u5165Presto\uff0ckylin\u7b49\u5f00\u6e90\u5f15\u64ce\u8fdb\u884c\u6570\u636e\u5206\u6790\u8ba1\u7b97\u3002\u540c\u65f6\u7528\u6237\u53ef\u4ee5\u9002\u914d\u4e0d\u540c\u4e1a\u52a1\u573a\u666f\uff0c\u5f15\u5165\u4e0d\u540c\u8ba1\u7b97\u5f15\u64ce\uff0c\u5176\u4e2d\u5c31\u5305\u62ec\uff1a\u00a0Hologres\u7528\u6237\u5728\u505a\u5b9e\u65f6\u62a5\u8868\uff0c\u5b9e\u65f6\u6570\u636e\u770b\u677f\uff0c\u5728\u7ebf\u6570\u636e\u670d\u52a1\u7b49\u9ad8\u53ef\u7528\uff0c\u9ad8\u54cd\u5e94\u7684\u573a\u666f\uff0c\u9700\u8981\u5f15\u5165Hologres\u505a\u5b9e\u65f6\u6570\u4ed3\u5206\u6790\u670d\u52a1\u3002\u4e3a\u7528\u6237\u63d0\u4f9b\u5feb\u901f\u54cd\u5e94\u7684\u5728\u7ebf\u6570\u636e\u5206\u6790\u670d\u52a1\u3002\u76ee\u524dMaxCompute\u8ddfHologres\u5df2\u7ecf\u5b8c\u6210\u5e95\u5c42\u6570\u636e\u6253\u901a\uff0c\u53ef\u4ee5\u76f4\u63a5\u8fdb\u884c\u8bfb\u5199\u3002\u66f4\u8fdb\u4e00\u6b65\u63d0\u5347\u6570\u636e\u670d\u52a1\u6548\u7387\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0PAI\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\u7528\u6237\u5728\u8425\u9500\u573a\u666f\uff0c\u91d1\u878d\u4ea4\u6613\u98ce\u63a7\u573a\u666f\uff0c\u5df2\u7ecf\u667a\u80fd\u51b3\u7b56\uff0c\u667a\u80fd\u8bed\u97f3\u5ba2\u670d\u7b49\u573a\u666f\u90fd\u9700\u8981\u667a\u80fd\u5316\u7b97\u6cd5\u6a21\u578b\u652f\u6301\uff0cPAI\u53ef\u4ee5\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u7684\u673a\u5668\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u3002\u540c\u65f6PAI\u4e5f\u8ddfMaxCompute\u6df1\u5ea6\u96c6\u6210\uff0cPAI\u53ef\u4ee5\u5229\u7528MaxCompue\u5f3a\u5927\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u80fd\u529b\uff0c\u4e3aPAI\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\uff0c\u6570\u636e\u8ba1\u7b97\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u667a\u80fd\u641c\u7d22\u5f15\u64ce\u7528\u6237\u5728\u6587\u5b57\u3001\u56fe\u7247\u7b49\u641c\u7d22\u573a\u666f\u9700\u8981\u5f3a\u5927\u7684\u641c\u7d22\u5f15\u64ce\uff0cMaxComput\u53ef\u4ee5\u4e3a\u641c\u7d22\u548c\u63a8\u8350\u5f15\u64ce\u63d0\u4f9b\u6d77\u91cf\u7684\u6570\u636e\u5b58\u50a8\u548c\u8ba1\u7b97\u80fd\u529b\u3002\u00a0OpenSearchOpenSearch\u662f\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u641c\u7d22\u5f15\u64ce\u642d\u5efa\u7684\u4e00\u7ad9\u5f0f\u667a\u80fd\u641c\u7d22\u4e1a\u52a1\u5f00\u53d1\u5e73\u53f0\uff0c\u901a\u8fc7\u5185\u7f6e\u5404\u884c\u4e1a\u7684\u67e5\u8be2\u8bed\u4e49\u7406\u89e3\u3001\u673a\u5668\u5b66\u4e60\u6392\u5e8f\u7b97\u6cd5\u7b49\u80fd\u529b\uff0c\u63d0\u4f9b\u5145\u5206\u5f00\u653e\u7684\u5f15\u64ce\u80fd\u529b\uff0c\u52a9\u529b\u5f00\u53d1\u8005\u5feb\u901f\u642d\u5efa\u667a\u80fd\u641c\u7d22\u670d\u52a1\u3002\u540c\u65f6\u8ddfMaxCompute\u6df1\u5ea6\u96c6\u6210\uff0cMaxCompute\u4e3aOpenSearch\u63d0\u4f9b\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u4e0e\u6570\u636e\u8ba1\u7b97\u80fd\u529b\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0ElasticsearchElasticsearch\u81f4\u529b\u4e8e\u6253\u9020\u57fa\u4e8e\u5f00\u6e90\u751f\u6001\u7684\u3001\u4f4e\u6210\u672c\u3001\u573a\u666f\u5316\u7684\u4e91\u4e0aElasticsearch\u89e3\u51b3\u65b9\u6848\uff0c\u6e90\u4e8e\u5f00\u6e90\uff0c\u53c8\u4e0d\u6b62\u4e8e\u5f00\u6e90\u3002\u57fa\u4e8e\u4e91\u4e0a\u8d85\u5f3a\u7684\u8ba1\u7b97\u548c\u5b58\u50a8\u80fd\u529b\uff0c\u4ee5\u53ca\u5728\u96c6\u7fa4\u5b89\u5168\u548c\u8fd0\u7ef4\u9886\u57df\u79ef\u7d2f\u7684\u6280\u672f\u7ecf\u9a8c\uff0c\u963f\u91cc\u4e91Elasticsearch\u4e0d\u4ec5\u652f\u6301\u96c6\u7fa4\u4e00\u952e\u90e8\u7f72\u3001\u5f39\u6027\u4f38\u7f29\u3001\u667a\u80fd\u8fd0\u7ef4\u548c\u5404\u7c7b\u5185\u6838\u5f15\u64ce\u4f18\u5316\uff0c\u8fd8\u63d0\u4f9b\u4e86\u8fc1\u79fb\u3001\u5bb9\u707e\u3001\u5907\u4efd\u548c\u76d1\u63a7\u7b49\u5168\u5957\u89e3\u51b3\u65b9\u6848\u3002MaxCompute\u4e3aElasticsearch\u63d0\u4f9b\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u4e0e\u6570\u636e\u8ba1\u7b97\u80fd\u529b\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u667a\u80fd\u63a8\u8350\u667a\u80fd\u63a8\u8350AIRec\uff08Artificial Intelligence Recommendation\uff0c\u7b80\u79f0AIRec\uff09\u57fa\u4e8e\u963f\u91cc\u5df4\u5df4\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u7ed3\u5408\u5728\u7535\u5546\u3001\u5185\u5bb9\u3001\u65b0\u95fb\u8d44\u8baf\u3001\u89c6\u9891\u76f4\u64ad\u548c\u793e\u4ea4\u7b49\u591a\u4e2a\u884c\u4e1a\u9886\u57df\u7684\u79ef\u7d2f\uff0cMaxCompute\u4e3aAIRec\u63d0\u4f9b\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u4e0e\u6570\u636e\u8ba1\u7b97\u80fd\u529b\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u6570\u636e\u5f00\u53d1\u7ba1\u7406\u5de5\u5177\u751f\u6001\u00a0\u6570\u636e\u7ba1\u7406\u76ee\u524dMaxCompute\u652f\u6301\u4ee5\u4e0b\u51e0\u79cd\u5f00\u6e90\u6570\u636e\u4ed3\u5e93\u7ba1\u7406\u5de5\u5177\u5bf9\u63a5MaxCompute\uff0c\u5bf9MaxCompute\u7684\u9879\u76ee\u8fdb\u884c\u7ba1\u7406\u3002\u00a0DBeaverDBeaver\u662f\u4e00\u6b3e\u514d\u8d39\u7684\u591a\u5e73\u53f0\u6570\u636e\u5e93\u5de5\u5177\uff0c\u9002\u7528\u4e8e\u5f00\u53d1\u4eba\u5458\u3001\u6570\u636e\u5e93\u7ba1\u7406\u5458\u3001\u5206\u6790\u5e08\u548c\u6240\u6709\u9700\u8981\u4f7f\u7528\u6570\u636e\u5e93\u7684\u4eba\u5458\u3002\u66f4\u591aDBeaver\u4fe1\u606f\uff0c\u8bf7\u53c2\u89c1DBeaver\u3002\u5bf9\u63a5MaxCompute\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7DBeaver\u5bf9MaxCompute\u7684\u9879\u76ee\u8fdb\u884c\u7ba1\u7406\uff0c\u53ef\u4ee5\u76f4\u63a5\u67e5\u770bMaxCompute\u7684\u8868\uff0c\u8868\u7ed3\u6784\uff0c\u4ee5\u53ca\u8868\u6570\u636e\u7b49\u64cd\u4f5c\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0DataGripDataGrip\u662f\u9762\u5411\u5f00\u53d1\u4eba\u5458\u7684\u6570\u636e\u5e93\u7ba1\u7406\u73af\u5883\uff0c\u4e3a\u67e5\u8be2\u3001\u521b\u5efa\u548c\u7ba1\u7406\u6570\u636e\u5e93\u63d0\u4f9b\u4fbf\u5229\u3002\u6570\u636e\u5e93\u53ef\u4ee5\u5728\u672c\u5730\u3001\u670d\u52a1\u5668\u6216\u4e91\u4e2d\u5de5\u4f5c\u3002\u66f4\u591aDataGrip\u4fe1\u606f\uff0c\u8bf7\u53c2\u89c1DataGrip\u3002\u5bf9\u63a5MaxCompute\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7DataGrip\u5bf9MaxCompute\u7684\u9879\u76ee\u8fdb\u884c\u7ba1\u7406\uff0c\u53ef\u4ee5\u76f4\u63a5\u67e5\u770bMaxCompute\u7684\u8868\uff0c\u8868\u7ed3\u6784\uff0c\u4ee5\u53ca\u8868\u6570\u636e\u7b49\u64cd\u4f5c\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0SQL Workbench\/JSQL Workbench\/J\u662f\u4e00\u4e2a\u514d\u8d39\u7684\u3001\u72ec\u7acb\u4e8eDBMS\uff08Database Management System\uff09\u7684\u3001\u8de8\u5e73\u53f0\u7684SQL\u67e5\u8be2\u5de5\u5177\u3002SQL Workbench\/J\u91c7\u7528Java\u8bed\u8a00\u7f16\u5199\uff0c\u53ef\u4ee5\u5728\u4efb\u4f55\u63d0\u4f9bJava\u8fd0\u884c\u73af\u5883\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fd0\u884c\u3002\u66f4\u591aSQL Workbench\/J\u4fe1\u606f\uff0c\u8bf7\u53c2\u89c1SQL Workbench\/J\u3002\u5bf9\u63a5MaxCompute\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7SQL Workbench\/J\u5bf9MaxCompute\u7684\u9879\u76ee\u8fdb\u884c\u7ba1\u7406\uff0c\u53ef\u4ee5\u76f4\u63a5\u67e5\u770bMaxCompute\u7684\u8868\uff0c\u8868\u7ed3\u6784\uff0c\u4ee5\u53ca\u8868\u6570\u636e\u7b49\u64cd\u4f5c\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u6570\u636e\u5f00\u53d1\u8c03\u5ea6\u5e73\u53f0MaxCompute\u9664\u4e86\u53ef\u4ee5\u7528\u5b98\u65b9\u63a8\u51fa\u7684DataWorks\u505a\u6570\u636e\u96c6\u6210\uff0c\u6570\u636e\u5f00\u53d1\u4efb\u52a1\u8c03\u5ea6\uff0c\u4efb\u52a1\u8fd0\u7ef4\uff0c\u6570\u636e\u5206\u6790\u4ee5\u53ca\u6570\u636e\u670d\u52a1\u7b49\uff0c\u540c\u65f6\u4e5f\u652f\u6301\u4e3b\u6d41\u5f00\u5143\u6570\u636e\u5f00\u53d1\u7ba1\u7406\u5de5\u5177\u3002\u00a0\u5b98\u65b9\u5e73\u53f0DataWorksDataWorks\u57fa\u4e8eMaxCompute\u5927\u6570\u636e\u5f15\u64ce\uff0c\u4e3a\u6570\u636e\u4ed3\u5e93\u3001\u6570\u636e\u6e56\u3001\u6e56\u4ed3\u4e00\u4f53\u7b49\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u7edf\u4e00\u7684\u5168\u94fe\u8def\u5927\u6570\u636e\u5f00\u53d1\u6cbb\u7406\u5e73\u53f0\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u5f00\u6e90\u5de5\u5177\u76ee\u524dMaxCompute\u652f\u6301\u4ee5\u4e0b\u5f00\u6e90\u6570\u636e\u5f00\u53d1\u8c03\u5ea6\u5de5\u5177\u5bf9\u63a5MaxCompute\uff0c\u53ef\u4ee5\u5728\u8fd9\u4e9b\u5e73\u53f0\u4e0a\u5f00\u53d1\u6570\u636e\u4efb\u52a1\u4f5c\u4e1a\uff0c\u4f5c\u4e1a\u8c03\u5ea6\u7b49\u3002\u00a0KettleMaxCompute\u652f\u6301\u60a8\u901a\u8fc7ETL\u5de5\u5177Kettle\u5b9e\u73b0MaxCompute\u4f5c\u4e1a\u8c03\u5ea6\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u62d6\u62fd\u63a7\u4ef6\u7684\u65b9\u5f0f\uff0c\u65b9\u4fbf\u5730\u5b9a\u4e49\u6570\u636e\u4f20\u8f93\u7684\u62d3\u6251\u7ed3\u6784\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002AirflowMaxCompute\u652f\u6301\u60a8\u4f7f\u7528Apache Airflow\u901a\u8fc7Python\u63a5\u53e3\u5b9e\u73b0\u4f5c\u4e1a\u8c03\u5ea6\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002AzkabanMaxCompute\u652f\u6301\u60a8\u901a\u8fc7Azkaban\u5b9e\u73b0\u4f5c\u4e1a\u8c03\u5ea6\uff0c\u5e2e\u52a9\u60a8\u9ad8\u6548\u5730\u5b8c\u6210\u9ad8\u9891\u6570\u636e\u5206\u6790\u5de5\u4f5c\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u6570\u636e\u6e56\u751f\u6001MaxCompute\u4e0d\u4ec5\u53ef\u4ee5\u5bf9\u81ea\u8eab\u5b58\u50a8\u7684\u6570\u636e\u8fdb\u884c\u9ad8\u6548\u5feb\u6377\u7684\u8fdb\u884c\u8ba1\u7b97\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5916\u8868\uff0c\u6e56\u4ed3\u4e00\u4f53\uff08External Schema+Foriegn Server\uff09\u7684\u65b9\u5f0f\u8fdb\u884c\u6570\u636e\u8054\u5408\u8ba1\u7b97\u3002\u00a0\u5916\u90e8\u8868\u76ee\u524dMaxCompute\u652f\u6301RDS\uff0cOSS\uff0cTableStore\uff0cHbase\/Lindorm\u4ee5\u5916\u8868\u7684\u65b9\u5f0f\u8fdb\u884c\u8054\u5408\u8ba1\u7b97\u3002\u7528\u6237\u53ef\u4ee5\u4e0d\u52a0\u8f7d\u6570\u636e\u8fdbMaxCompute\uff0c\u4e5f\u53ef\u4ee5\u65b9\u4fbf\u7684\u7528MaxCompute\u8fdb\u884c\u6570\u636e\u8054\u5408\u8ba1\u7b97\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u6e56\u4ed3\u4e00\u4f53\u76ee\u524dMaxCompute\u6e56\u4ed3\u4e00\u4f53\uff0c\u53ef\u4ee5\u652f\u6301DLF+OSS\/HDFS\/HUDI\u7b49\u591a\u79cd\u6570\u636e\u6e90\uff0c\u8fdb\u884c\u6e56\u4ed3\u4e00\u4f53\u8054\u5408\u8ba1\u7b97\u3002\u7528\u6237\u53ef\u4ee5\u5728MaxCompute\u5efa\u7acb\u5916\u56f4\u6570\u636e\u6e90\uff0c\u901a\u8fc7External Schema\u5bf9\u5916\u56f4\u6570\u636e\u6e90\u8fdb\u884c\u5143\u6570\u636e\u7edf\u4e00\u7ba1\u7406\uff0c\u505a\u8054\u5408\u8ba1\u7b97\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u6570\u636e\u5e94\u7528\u751f\u6001\u76ee\u524dMaxCompute\u5df2\u7ecf\u5bf9\u63a5\u5e02\u573a\u4e0a\u4e3b\u6d41\u7684BI\u667a\u80fd\u5206\u6790\u5de5\u5177\uff0c\u53ef\u4ee5\u8ba9\u7528\u6237\u65b9\u4fbf\u7684\u5728BI\u667a\u80fd\u5206\u6790\u5de5\u5177\u4e0a\u5bf9MaxCompute\u7684\u6570\u636e\u8fdb\u884c\u5206\u6790\u4ee5\u53ca\u5c55\u73b0\u3002\u4e3b\u8981\u5bf9\u63a5\u7684\u5546\u4e1a\u667a\u80fd\u5206\u6790\u5de5\u5177\u6709\u963f\u91cc\u4e91\u4ea7\u54c1Quick BI\uff0c\u540c\u65f6\u4e5f\u652f\u6301\u4e3b\u6d41\u7684\u5f00\u6e90\u548c\u5546\u4e1a\u5316BI\u4ea7\u54c1\uff0c\u4f8b\u5982\u5f00\u6e90BI\u5206\u6790\u5de5\u5177superset\u5546\u4e1aBI\u5206\u6790\u5de5\u5177Tableau\u7b49\u3002\u00a0Quick BI\u667a\u80fd\u5206\u6790\u5957\u4ef6Quick BI\u662f\u4e00\u4e2a\u4e13\u4e3a\u4e91\u4e0a\u7528\u6237\u91cf\u8eab\u6253\u9020\u7684\u65b0\u4e00\u4ee3\u667a\u80fdBI\u670d\u52a1\u5e73\u53f0\u3002Quick BI\u53ef\u4ee5\u63d0\u4f9b\u6d77\u91cf\u6570\u636e\u5b9e\u65f6\u5728\u7ebf\u5206\u6790\u670d\u52a1\uff0c\u652f\u6301\u62d6\u62fd\u5f0f\u64cd\u4f5c\u548c\u4e30\u5bcc\u7684\u53ef\u89c6\u5316\u6548\u679c\uff0c\u5e2e\u52a9\u60a8\u8f7b\u677e\u81ea\u5982\u5730\u5b8c\u6210\u6570\u636e\u5206\u6790\u3001\u4e1a\u52a1\u6570\u636e\u63a2\u67e5\u3001\u62a5\u8868\u5236\u4f5c\u7b49\u5de5\u4f5c\u3002MaxCompute\u6df1\u5ea6\u96c6\u6210Quick Bi\uff0c\u65b9\u4fbf\u7528\u6237\u5728Quick BI\u505a\u6570\u636e\u5206\u6790\u5c55\u73b0\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0TableauMaxCompute\u652f\u6301\u60a8\u5c06MaxCompute\u9879\u76ee\u6570\u636e\u63a5\u5165Tableau\u8fdb\u884c\u53ef\u89c6\u5316\u5206\u6790\uff0c\u60a8\u53ef\u4ee5\u5229\u7528Tableau\u7b80\u4fbf\u7684\u62d6\u653e\u5f0f\u754c\u9762\uff0c\u81ea\u5b9a\u4e49\u89c6\u56fe\u3001\u5e03\u5c40\u3001\u5f62\u72b6\u3001\u989c\u8272\u7b49\uff0c\u5e2e\u52a9\u60a8\u5c55\u73b0\u81ea\u5df1\u7684\u6570\u636e\u89c6\u89d2\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0FineBIMaxCompute\u652f\u6301\u60a8\u5c06MaxCompute\u9879\u76ee\u6570\u636e\u63a5\u5165FineBI\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7684\u4e1a\u52a1\u4eba\u5458\u548c\u6570\u636e\u5206\u6790\u5e08\u5f00\u5c55\u4ee5\u95ee\u9898\u4e3a\u5bfc\u5411\u7684\u63a2\u7d22\u5f0f\u5206\u6790\u5de5\u4f5c\u3002\u8fde\u63a5FineBI\u548cMaxCompute\u9879\u76ee\uff0c\u5e76\u8fdb\u884c\u53ef\u89c6\u5316\u6570\u636e\u5206\u6790\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0FineReportMaxCompute\u652f\u6301\u60a8\u5c06MaxCompute\u9879\u76ee\u6570\u636e\u63a5\u5165FineReport\uff0c\u60a8\u901a\u8fc7\u7b80\u5355\u62d6\u62fd\u5f0f\u64cd\u4f5c\u4fbf\u53ef\u5236\u4f5c\u4e2d\u56fd\u5f0f\u590d\u6742\u62a5\u8868\u3002\u8fde\u63a5FineReport\u548cMaxCompute\u9879\u76ee\uff0c\u5e76\u8fdb\u884c\u62a5\u8868\u5206\u6790\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u89c2\u8fdcBIMaxCompute\u652f\u6301\u60a8\u5c06MaxCompute\u9879\u76ee\u6570\u636e\u63a5\u5165\u89c2\u8fdcBI\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7684\u4e1a\u52a1\u4eba\u5458\u548c\u6570\u636e\u5206\u6790\u5e08\u5f00\u5c55\u4ee5\u95ee\u9898\u4e3a\u5bfc\u5411\u7684\u63a2\u7d22\u5f0f\u5206\u6790\u5de5\u4f5c\u4ee5\u53ca\u5236\u4f5c\u6570\u636e\u5361\u7247\u548c\u6570\u636e\u770b\u677f\u3002\u8fde\u63a5\u89c2\u8fdcBI\u548cMaxCompute\u9879\u76ee\uff0c\u5e76\u8fdb\u884c\u53ef\u89c6\u5316\u6570\u636e\u5206\u6790\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u7f51\u6613\u6709\u6570BIMaxCompute\u652f\u6301\u60a8\u5c06MaxCompute\u9879\u76ee\u6570\u636e\u63a5\u5165\u7f51\u6613\u6709\u6570BI\uff0c\u5e2e\u52a9\u60a8\u8f7b\u677e\u5b8c\u6210\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u53ef\u89c6\u5316\u5de5\u4f5c\u3002\u4f7f\u7528\u7f51\u6613\u6709\u6570BI\u8fde\u63a5MaxCompute\u9879\u76ee\uff0c\u5e76\u8fdb\u884c\u53ef\u89c6\u5316\u6570\u636e\u5206\u6790\u5177\u4f53\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0Yonghong BIMaxCompute\u652f\u6301\u60a8\u5c06MaxCompute\u9879\u76ee\u6570\u636e\u63a5\u5165Yonghong BI\uff0c\u5e2e\u52a9\u60a8\u8f7b\u677e\u5b8c\u6210\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u53ef\u89c6\u5316\u5de5\u4f5c\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0SupersetMaxCompute\u652f\u6301\u60a8\u5c06MaxCompute\u9879\u76ee\u6570\u636e\u63a5\u5165Superset\uff0c\u5e2e\u52a9\u60a8\u5feb\u901f\u3001\u8f7b\u91cf\u3001\u76f4\u89c2\u5730\u63a2\u7d22\u548c\u53ef\u89c6\u5316\u5206\u6790\u6570\u636e\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0DavinciMaxCompute\u652f\u6301\u60a8\u5c06MaxCompute\u9879\u76ee\u6570\u636e\u63a5\u5165Davinci\uff0c\u60a8\u53ea\u9700\u5728\u53ef\u89c6\u5316UI\u754c\u9762\u4e0a\u7b80\u5355\u914d\u7f6e\u5373\u53ef\u670d\u52a1\u591a\u79cd\u6570\u636e\u53ef\u89c6\u5316\u5e94\u7528\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0MaxCompute\u67b6\u6784\u4e0e\u5f00\u653e\u6027MaxCompute\u4e3a\u4e86\u8ba9\u7528\u6237\u66f4\u597d\u7684\u7528\u597d\u4ea7\u54c1\uff0c\u5bf9\u5916\u63d0\u4f9b\u4e86\u5f00\u653e\u8fde\u63a5\u96c6\u6210\u80fd\u529b\u3002MaxCompute\u56e2\u961f\u805a\u7126\u505a\u597d\u6838\u5fc3\u5b58\u50a8\u4e0e\u8ba1\u7b97\u80fd\u529b\u3002\u76ee\u524d\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u5bf9\u63a5\u65b9\u5f0f\u4e0eMaxCompute\u505a\u96c6\u6210\u3002\u00a0MaxCompute\u5f00\u653e\u67b6\u6784<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042441463\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0SDK\u76ee\u524dMaxCompute\u652f\u6301Java\u548cPython\u7248\u672c\u7684SDK\u63d0\u4f9b\u7ed9\u5916\u56f4\u7cfb\u7edf\u8fdb\u884c\u96c6\u6210\u7ba1\u7406\u3002\u7528\u6237\u4e5f\u53ef\u4ee5\u901a\u8fc7SDK\u5bf9MaxCompute\u7684\u5b9e\u4f8b\uff0c\u8d44\u6e90\uff0c\u9879\u76ee\uff0c\u8868\u7b49\u8fdb\u884c\u7ba1\u7406\uff0c\u540c\u65f6\u53ef\u4ee5\u901a\u8fc7SDK\u63d0\u4ea4SQL Task\u8fdb\u884c\u6570\u636e\u8ba1\u7b97\uff0c\u5982\u679c\u7528\u6237\u9700\u8981\u81ea\u5b9a\u4e49\u51fd\u6570\uff0c\u53ef\u4ee5\u901a\u8fc7java\/python\u5f00\u53d1UDF\uff0cUDAF\u8ddfUDTF\uff0c\u5f00\u53d1\u81ea\u5df1\u7684\u4e1a\u52a1\u903b\u8f91\uff0c\u7136\u540e\u4e0a\u4f20\u5e76\u6ce8\u518c\u3002\u5728SQL\u4f5c\u4e1a\u4e2d\u76f4\u63a5\u4f7f\u7528\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0JDBC\u4e3a\u4e86\u65b9\u4fbf\u7528\u6237\u4f7f\u7528\uff0cMaxCompute\u8fd8\u63d0\u4f9b\u4e86JDBC\u9a71\u52a8\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7JDBC\u63a5\u5165\uff0c\u53ef\u4ee5\u901a\u8fc7\u6807\u51c6\u7684JDBC\u63a5\u53e3\u57fa\u4e8eMaxCompute\u6267\u884c\u6d77\u91cf\u6570\u636e\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u67e5\u8be2\uff0c\u76ee\u524d\u7528\u6237\u4e3b\u8981\u7528JDBC\u5bf9MaxCompute\u7684\u6570\u636e\u8fdb\u884c\u67e5\u8be2\uff0c\u4f8b\u5982BI\u667a\u80fd\u5206\u6790\u5e73\u53f0\uff0c\u91c7\u7528\u7684\u90fd\u662fJDBC\u65b9\u5f0f\u8fde\u63a5\u8fdb\u884c\u6570\u636e\u5206\u6790\u67e5\u8be2\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0Tunnel\u7528\u6237\u53ef\u4ee5\u901a\u8fc7Tunnel upload\u547d\u4ee4\u628a\u6307\u5b9a\u76ee\u6807\u5730\u5740\u4e0a\u6570\u636e\u4e0a\u4f20\u5230MaxCompute\uff0c\u652f\u6301\u8868\uff0c\u5206\u533a\u7ea7\u522b\u7684\u6570\u636e\u4e0a\u4f20\u3002\u53ef\u4ee5\u901a\u8fc7download\u7684\u547d\u4ee4\u628aMaxCompute\u7684\u6570\u636e\u4e0b\u8f7d\u5230\u6307\u5b9a\u76ee\u6807\u5730\u5740\u6216\u8005\u672c\u5730\uff0c\u53ef\u4ee5\u652f\u6301\u4e0b\u8f7d\u67d0\u4e2a\u8868\u6216\u8005\u67d0\u4e2a\u5206\u533a\u7684\u6570\u636e\uff0c\u540c\u65f6\u4e5f\u652f\u6301\u4e0b\u8f7d\u67d0\u4e2aSQL instance\u8ba1\u7b97\u597d\u7684\u7ed3\u679c\u6570\u636e\u3002\u4e3a\u4e86\u907f\u514d\u7f51\u7edc\u56e0\u7d20\u5bfc\u81f4\u6570\u636e\u4e0a\u4f20\u4e0b\u8f7d\u4e2d\u65ad\u7684\u60c5\u51b5\uff0cMaxCompute tunnel\u8fd8\u652f\u6301\u65ad\u70b9\u7eed\u4f20\u529f\u80fd\u3002\u8be6\u7ec6\u64cd\u4f5c\u8bf7\u70b9\u51fb\u3002\u00a0\u5f00\u653e\u6027\u4e0e\u751f\u6001\u573a\u666f\u5b9e\u8df5\u00a0\u67d0\u91d1\u878d\u4e92\u8054\u7f51\u516c\u53f8\uff0c\u5168\u4e1a\u52a1\u4e0a\u4e86\u963f\u91cc\u4e91\u540e\uff0c\u5927\u6570\u636e\u9009\u62e9\u4e86MaxCompute\u4f5c\u4e3a\u6838\u5fc3\u8ba1\u7b97\u5f15\u64ce\uff0c\u642d\u5efa\u4e86\u5927\u6570\u636e\u5e73\u53f0\uff0c\u76f8\u6bd4\u4e4b\u524d\u81ea\u5efa\u7684\u6a21\u5f0f\uff0c\u8ba1\u7b97\u901f\u5ea6\u63d0\u5347\u4e8610\u500d\uff0c\u6210\u672c\u8282\u7701\u4e86\u4e09\u6210\u3002\u00a0\u6570\u636e\u6e90\u7684\u6570\u636e\u901a\u8fc7kafka\uff0cDTS\u5b9e\u65f6\u540c\u6b65\u3002\u63a5\u5165Flink\u540e\u505a\u5b9e\u65f6\u6570\u636e\u8ba1\u7b97\uff0c\u8ba1\u7b97\u5b8c\u540e\u7684\u6570\u636e\u5b9e\u65f6\u5199\u5165MaxCompute\u505a\u79bb\u7ebf\u5206\u6790\uff0c\u6570\u636e\u4ed3\u5e93\u642d\u5efa\u3002\u96c6\u6210Dataworks\u6570\u636e\u5f00\u53d1\u8c03\u5ea6\u5e73\u53f0\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u52a0\u5de5\u5f00\u53d1\u8c03\u5ea6\uff0c\u6570\u636e\u7ba1\u7406\uff0c\u5305\u62ec\u6570\u636e\u5b89\u5168\uff0c\u6570\u636e\u8d28\u91cf\uff0c\u6743\u9650\u7b49\u3002\u6570\u636e\u540c\u6b65\u5230Hologres\uff0ckylin\uff0cES\uff0cHbase\u505a\u5b9e\u65f6\u6570\u636e\u4e1a\u52a1\u573a\u666f\u5e94\u7528\uff0c\u5305\u62ec\u5728\u7ebf\u5206\u6790\uff0c\u6807\u7b7e\u670d\u52a1\uff0c\u62a5\u8868\u770b\u677f\uff0c\u641c\u7d22\uff0c\u63a8\u8350\u7b49\u3002\u00a0\u4ea7\u54c1\u67b6\u6784\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042441464\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u00a0\u603b\u7ed3\u00a0MaxCompute\u7684\u751f\u6001\u5728\u4e0d\u65ad\u5b8c\u5584\u4e2d\uff0c\u4e3a\u4f01\u4e1a\u5e26\u6765\u66f4\u4e30\u5bcc\u7684\u7ec4\u4ef6\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u597d\u670d\u52a1\u3002\u5728\u5f00\u653e\u6027\u4e0a\uff0cMaxCompute\u4f1a\u5f00\u653e\u66f4\u591a\u80fd\u529b\uff0c\u8ddf\u5927\u6570\u636e\u751f\u6001\u4ea7\u54c1\u505a\u96c6\u6210\u3002\u5728\u8d44\u6e90\u8c03\u5ea6\u4e0a\u4f1a\u57fa\u4e8eK8s\u63a8\u51fafuxi\u8c03\u5ea6\u5f15\u64ce\u7edf\u4e00\u8c03\u5ea6\u7248\uff0c\u5728\u5e73\u53f0\u7ba1\u7406\u4e0a\u4f1a\u9010\u6e10\u5f00\u53d1\u6807\u51c6restful API\u63a5\u53e3\uff0c\u66f4\u65b9\u4fbf\u7528\u6237\u505a\u96c6\u6210\u3002\u5728\u5f00\u653e\u66f4\u591a\u80fd\u529b\u7684\u540c\u65f6\uff0c\u4f1a\u63a8\u51fa\u660e\u786e\u7684\u4ea7\u54c1\u9650\u5236\u9879\u548c\u80fd\u529b\u8fb9\u754c\uff0c\u63d0\u4f9b\u6709\u4fdd\u969c\u7684\u9ad8\u8d28\u91cf\u670d\u52a1\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042441465\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/link.segmentfault.com\/?enc=uNHn%2BAOLm1dB0vUWIfrVEA%3D%3D.F%2BNCDdI4JCnfRTWIHSpyOfe90QY41SXRW9P7KfdCoUmpQez2LdWCLhu4bDKAY1Og\" rel=\"nofollow\">https:\/\/click.aliyun.com\/m\/10&#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\/1190000042441459\">https:\/\/segmentfault.com\/a\/1190000042441459<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0MaxCompute \u662f\u963f\u91cc\u5df4\u5df4\u81ea\u7814\u7684\u4e91\u539f\u751f\u6570\u636e\u4ed3\u5e93\uff0c\u540c\u65f6\u4e5f\u517c\u5bb9\u5927\u90e8\u5206\u5927\u6570\u636e\u751f\u6001\u7cfb\u7edf\u3002\u4e00\u4e2a\u5e73\u53f0\u65e0\u6cd5\u5b9e\u73b0 [&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-10006418","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\/10006418","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=10006418"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006418\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10006418"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10006418"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10006418"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}