{"id":47149,"date":"2023-09-16T21:56:15","date_gmt":"2024-01-09T15:22:57","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%ba%e4%ba%86%e5%a2%9e%e5%bc%ba%e7%8e%b0%e4%bb%a3%e6%95%b0%e6%8d%ae%e5%a0%86%e6%a0%88%e7%9a%84%e5%8a%9f%e8%83%bd%ef%bc%8c%e6%b5%81%e5%bc%8f%e6%95%b0%e6%8d%ae%e6%98%af%e5%bf%85%e4%b8%8d\/"},"modified":"2024-05-04T00:04:49","modified_gmt":"2024-05-03T16:04:49","slug":"%e4%b8%ba%e4%ba%86%e5%a2%9e%e5%bc%ba%e7%8e%b0%e4%bb%a3%e6%95%b0%e6%8d%ae%e5%a0%86%e6%a0%88%e7%9a%84%e5%8a%9f%e8%83%bd%ef%bc%8c%e6%b5%81%e5%bc%8f%e6%95%b0%e6%8d%ae%e6%98%af%e5%bf%85%e4%b8%8d","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%ba%e4%ba%86%e5%a2%9e%e5%bc%ba%e7%8e%b0%e4%bb%a3%e6%95%b0%e6%8d%ae%e5%a0%86%e6%a0%88%e7%9a%84%e5%8a%9f%e8%83%bd%ef%bc%8c%e6%b5%81%e5%bc%8f%e6%95%b0%e6%8d%ae%e6%98%af%e5%bf%85%e4%b8%8d\/","title":{"rendered":"\u4e3a\u4e86\u589e\u5f3a&#8221;\u73b0\u4ee3\u6570\u636e\u5806\u6808&#8221;\u7684\u529f\u80fd\uff0c\u6d41\u5f0f\u6570\u636e\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u539f\u56e0"},"content":{"rendered":"<p>\u4e3a\u4ec0\u4e48\u6d41\u5f0f\u6570\u636e\u5bf9\u4e8e\u8d4b\u4e88\u201c\u73b0\u4ee3\u6570\u636e\u6808\u201d\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p>\u4e8c\u96f6\u4e8c\u4e8c\u5e74\u4e03\u6708\u5341\u4e8c\u65e5<\/p>\n<h1>\u4e3a\u4e86\u589e\u5f3a&#8221;\u73b0\u4ee3\u6570\u636e\u6808&#8221;\u7684\u80fd\u529b\uff0c\u6d41\u5f0f\u6570\u636e\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u539f\u56e0\u3002<\/h1>\n<p>\u8d8a\u6765\u8d8a\u591a\u7684\u60c5\u51b5\u8868\u660e\u6d41\u6570\u636e\u6bd4\u6279\u5904\u7406\u6570\u636e\u66f4\u5177\u4f18\u52bf\u3002\u8bf7\u770b\u6211\u4eec\u7684\u7ecf\u9a8c\u5982\u4f55\u652f\u6301\u8fd9\u4e00\u89c2\u70b9\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u6d41\u5a92\u4f53\u6570\u636e\u5728\u73b0\u4ee3\u6570\u636e\u5806\u6808\u4e2d\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\uff1f<\/h2>\n<p>\u4f5c\u4e3a\u4e00\u5bb6\u4ee5\u4ea7\u54c1\u4e3a\u4e3b\u5bfc\u7684\u4f01\u4e1a\uff0cAiven\u5927\u91cf\u6295\u8d44\u4e8e\u5148\u8fdb\u7684\u5206\u6790\u529f\u80fd\u7684\u6784\u5efa\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u5bfb\u6c42\u83b7\u53d6\u548c\u6536\u96c6\u6570\u636e\u7684\u6700\u4f73\u65b9\u6cd5\u3002<\/p>\n<p>\u6211\u53ebAnton 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class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u306e\u9069\u6642\u6027**\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u30c7\u30fc\u30bf\u306e\u5230\u7740\u3092\u4f55\u6642\u9593\u3082\u5f85\u3064\u5fc5\u8981\u304c\u306a\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u54c1\u8cea\u3068\u5b8c\u5168\u6027**\u3001CDC\uff08Change Data Capture\uff09\u3068\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30c1\u30fc\u30e0\u306f\u53d6\u308a\u8fbc\u3080\u524d\u306b\u30c7\u30fc\u30bf\u306e\u5b8c\u5168\u6027\u3068\u54c1\u8cea\u3092\u7ba1\u7406\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30b3\u30b9\u30c8\u524a\u6e1b**\u3001\u53d6\u308a\u8fbc\u307f\u524d\u306b\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u30fb\u7d50\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u306f\u901a\u5e38\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u51e6\u7406\u306e\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u904b\u7528\u4e0a\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u5c11\u306a\u3044**\u3001\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3092\u4e2d\u5fc3\u306b\u69cb\u7bc9\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30fb\u30b9\u30bf\u30c3\u30af\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u540c\u671f\u4e0d\u826f\u3092\u5fc3\u914d\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u3002<\/ul>\n<h3>\u6570\u636e\u7684\u65f6\u6548\u6027<\/h3>\n<p>\u4e0d\u4ec5\u4ec5\u9650\u4e8e\u4f20\u7edf\u7684\u4eea\u8868\u76d8\u548c\u62a5\u544a\uff0c\u6570\u636e\u56e2\u961f\u76ee\u524d\u8fd8\u81f4\u529b\u4e8e\u5904\u7406\u76f4\u63a5\u5f71\u54cd\u4e1a\u52a1\u6d41\u7a0b\u7684\u7528\u4f8b\u3002\u6570\u636e\u9886\u57df\u7684\u65b0\u8d8b\u52bf\u662f\u53cd\u5411ETL\uff0c\u6570\u636e\u4ece\u4e1a\u52a1\u7cfb\u7edf\u53d1\u9001\u5230\u6570\u636e\u4ed3\u5e93\uff0c\u7ecf\u8fc7\u6570\u636e\u4ed3\u5e93\u7684\u5904\u7406\u540e\u518d\u53d1\u9001\u56de\u4e1a\u52a1\u7cfb\u7edf\u3002\u53cd\u5411ETL\u7684\u4e00\u4e2a\u4f8b\u5b50\u662f\u8425\u9500\u901a\u4fe1\uff0c\u9488\u5bf9\u5ba2\u6237\u7684\u901a\u4fe1\u6839\u636eCLTV\uff08\u5ba2\u6237\u751f\u547d\u5468\u671f\u4ef7\u503c\uff09\u3001\u5ba2\u6237\u5206\u6bb5\u3001\u5ba2\u6237\u5065\u5eb7\u8bc4\u5206\u7b49\u8ba1\u7b97\u503c\u8fdb\u884c\u4e2a\u6027\u5316\u5b9a\u5236\u3002<\/p>\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b0\u7684\u6570\u636e\u4ed3\u5e93\u4e1a\u52a1\u7528\u4f8b\uff0c\u6570\u636e\u65f6\u6548\u6027\u7684\u91cd\u8981\u6027\u663e\u8457\u63d0\u9ad8\u3002Aiven\u5185\u90e8\u5c06\u7f29\u77ed\u4ece\u6570\u636e\u5728\u540e\u7aef\u751f\u6210\u5230\u5230\u8fbe\u5404\u4e1a\u52a1\u7cfb\u7edf\u7684\u65f6\u95f4\u4f5c\u4e3a\u5176\u4e2d\u4e00\u4e2a\u5173\u952e\u7ee9\u6548\u6307\u6807\uff08KPI\uff09\u3002\u4f7f\u7528Apache Kafka\u00ae\u53ef\u4ee5\u5728\u6570\u636e\u751f\u6210\u540e\u7acb\u5373\u53d1\u9001\u6570\u636e\uff0c\u4f7f\u7528\u8bf8\u5982Apache Flink\u00ae\u4e4b\u7c7b\u7684\u6d41\u5904\u7406\u6846\u67b6\u53ef\u4ee5\u5b9e\u65f6\u4e30\u5bcc\u6570\u636e\u3002<\/p>\n<h3>\u6570\u636e\u7684\u8d28\u91cf\u548c\u5b8c\u6574\u6027<\/h3>\n<p>\u6700\u65b0\u7684\u6570\u636e\u5806\u6808\u4e3b\u8981\u662f\u4ee5ELT\uff08Extract Load Transform\uff09\u6d41\u7a0b\u4e3a\u6838\u5fc3\u6784\u5efa\u7684\u3002\u4e0e\u4f20\u7edf\u7684ETL\uff08Extract Transform 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