{"id":1490,"date":"2025-08-01T00:00:48","date_gmt":"2025-07-31T16:00:48","guid":{"rendered":"https:\/\/cleardatascience.com\/?p=1490"},"modified":"2025-03-20T16:49:54","modified_gmt":"2025-03-20T08:49:54","slug":"data-vault-2-0-the-proven-future-of-data-modeling","status":"publish","type":"post","link":"https:\/\/cleardatascience.com\/zh-hant\/data-vault-2-0-the-proven-future-of-data-modeling\/","title":{"rendered":"Data Vault 2.0 &#8211; \u4e45\u7d93\u8003\u9a57\u7684\u6578\u64da\u5efa\u6a21\u672a\u4f86"},"content":{"rendered":"<h2><strong>\u4ecb\u7d39<\/strong><\/h2>\n<ul>\n<li><strong>\u8cc7\u6599\u5009\u5eab\u4e2d\u7684\u6578\u64da\u5efa\u6a21\u6982\u8ff0<\/strong><\/li>\n<\/ul>\n<p>\u89e3\u91cb\u6578\u64da\u5efa\u6a21\u5728\u6578\u64da\u5009\u5eab\u548c\u5546\u696d\u667a\u6167\u4e2d\u7684\u4f5c\u7528\u3002\u63d0\u5230 3NF\uff08\u7b2c\u4e09\u7bc4\u5f0f\uff09\u3001\u661f\u578b\u6a21\u5f0f\u548c\u975e\u898f\u7bc4\u5316\u8868\u7b49\u50b3\u7d71\u6a21\u578b\u5982\u4f55\u5f97\u5230\u5ee3\u6cdb\u4f7f\u7528\uff0c\u4f46\u5728\u7576\u4eca\u5feb\u7bc0\u594f\u548c\u4e0d\u65b7\u8b8a\u5316\u7684\u6578\u64da\u74b0\u5883\u4e2d\u9762\u81e8\u6311\u6230\u3002<\/p>\n<ul>\n<li><strong>Data Vault 2.0 <\/strong><strong>\u7c21\u4ecb<\/strong><\/li>\n<\/ul>\n<p>\u5c07 Data Vault 2.0 \u4f5c\u70ba\u4e00\u7a2e\u65b0\u8208\u7684\u73fe\u4ee3\u6578\u64da\u5efa\u6a21\u65b9\u6cd5\u5f15\u5165\uff0c\u8a72\u65b9\u6cd5\u6709\u671b\u70ba\u5728\u7576\u4eca\u8907\u96dc\u7cfb\u7d71\u4e2d\u7ba1\u7406\u6578\u64da\u63d0\u4f9b\u9748\u6d3b\u6027\u3001\u53ef\u64f4\u5c55\u6027\u548c\u6548\u7387\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/03\/design-whiteboard-hand-diagram-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" class=\"aligncenter size-medium wp-image-1487\" srcset=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/03\/design-whiteboard-hand-diagram-300x200.jpg 300w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/03\/design-whiteboard-hand-diagram-1024x683.jpg 1024w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/03\/design-whiteboard-hand-diagram-768x512.jpg 768w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/03\/design-whiteboard-hand-diagram-1536x1024.jpg 1536w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/03\/design-whiteboard-hand-diagram-2048x1365.jpg 2048w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/03\/design-whiteboard-hand-diagram-360x240.jpg 360w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u6578\u64da\u5efa\u6a21\u6280\u8853\u7684\u6f14\u8b8a<\/strong><\/h2>\n<ul>\n<li><strong>\u7b2c\u4e09\u7bc4\u5f0f <\/strong><strong>\uff083NF<\/strong><strong>\uff09 <\/strong><strong>\u548c\u6311\u6230<\/strong>\n<ul>\n<li>\u8a0e\u8ad6 3NF \u65b9\u6cd5\uff0c\u8a72\u65b9\u6cd5\u5c0d\u6578\u64da\u9032\u884c\u898f\u7bc4\u5316\u4ee5\u6e1b\u5c11\u5197\u9918\u4e26\u63d0\u9ad8\u6578\u64da\u5b8c\u6574\u6027\u3002<\/li>\n<li>\u5f37\u8abf\u6027\u80fd\u3001\u53ef\u64f4\u5c55\u6027\u548c\u5c0d\u8b8a\u5316\u7684\u9069\u61c9\u6027\u65b9\u9762\u7684\u9650\u5236\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u661f\u578b\u67b6\u69cb\u548c\u975e\u898f\u7bc4\u5316\u8868<\/strong>\n<ul>\n<li>\u89e3\u91cb\u661f\u578b\u67b6\u69cb\u6a21\u578b\uff0c\u8a72\u6a21\u578b\u5074\u91cd\u65bc\u901a\u904e\u4f7f\u7528\u4e8b\u5be6\u6578\u64da\u8868\u548c\u7dad\u5ea6\u8868\u4f86\u7c21\u5316\u7d50\u69cb\u3002<\/li>\n<li>\u8a0e\u8ad6\u975e\u898f\u7bc4\u5316\u8868\u53ca\u5176\u5c0d\u67e5\u8a62\u6027\u80fd\u7684\u597d\u8655\uff0c\u4ee5\u53ca\u5728\u6578\u64da\u4e00\u81f4\u6027\u548c\u9748\u6d3b\u6027\u65b9\u9762\u7684\u6b0a\u8861\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>Data Vault 2.0 <\/strong><strong>\u7c21\u4ecb<\/strong>\n<ul>\n<li>\u8207\u820a\u65b9\u6cd5\u76f8\u6bd4\uff0cData Vault 2.0 \u5982\u4f55\u6210\u70ba\u9069\u61c9\u6027\u66f4\u5f37\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/li>\n<li>\u91cd\u9ede\u4ecb\u7d39 Data Vault 2.0 \u80cc\u5f8c\u7684\u95dc\u9375\u539f\u5247 &#8211; \u6578\u64da\u89e3\u8026\u3001\u9069\u61c9\u696d\u52d9\u8b8a\u5316\u4ee5\u53ca\u66f4\u597d\u5730\u8655\u7406\u6b77\u53f2\u6578\u64da\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>Data Vault 2.0 <\/strong><strong>\u7684\u4e3b\u8981\u529f\u80fd<\/strong><\/h2>\n<ul>\n<li><strong> <\/strong><strong>\u53ef\u64f4\u5c55\u6027\u548c\u9748\u6d3b\u6027<\/strong>\n<ul>\n<li>\u5f37\u8abf Data Vault 2.0 \u5982\u4f55\u8a2d\u8a08\u70ba\u96a8\u8457\u6578\u64da\u91cf\u7684\u589e\u52a0\u800c\u6c34\u5e73\u64f4\u5c55\uff0c\u4ee5\u53ca\u5b83\u5982\u4f55\u9069\u61c9\u696d\u52d9\u9700\u6c42\u548c\u6578\u64da\u6e90\u7684\u8b8a\u5316\u3002<\/li>\n<li>Data Vault 2.0 \u5728\u6574\u5408\u65b0\u6578\u64da\u6e90\u548c\u9069\u61c9\u983b\u7e41\u67b6\u69cb\u66f4\u6539\u65b9\u9762\u7684\u9748\u6d3b\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u95dc\u6ce8\u9ede\u5206\u96e2<\/strong>\n<ul>\n<li>Data Vault 2.0 \u5c07\u696d\u52d9\u5bc6\u9470 \uff08Hub\uff09\u3001\u63cf\u8ff0\u6027\u6578\u64da \uff08Satellite\uff09 \u548c\u95dc\u4fc2 \uff08Link\uff09 \u5206\u958b\uff0c\u78ba\u4fdd\u6bcf\u500b\u5143\u4ef6\u90fd\u6709\u4e0d\u540c\u7684\u8077\u8cac\u3002<\/li>\n<li>\u8aaa\u660e\u9019\u7a2e\u5206\u96e2\u5982\u4f55\u8aac\u660e\u907f\u514d\u74f6\u9838\u3001\u63d0\u9ad8\u6578\u64da\u5b8c\u6574\u6027\u548c\u5be6\u73fe\u4e26\u884c\u8655\u7406\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u6b77\u53f2\u6578\u64da\u7684\u8655\u7406<\/strong>\n<ul>\n<li>\u8aaa\u660e Data Vault 2.0 \u6a21\u578b\u5982\u4f55\u69cb\u5efa\u4ee5\u9ad8\u6548\u5b58\u5132\u548c\u8ddf\u8e64\u6b77\u53f2\u6578\u64da\u3002<\/li>\n<li>\u6b77\u53f2\u8ddf\u8e64\u5c0d\u5546\u696d\u667a\u6167\u3001\u5831\u544a\u548c\u5408\u898f\u6027\u7684\u91cd\u8981\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u6578\u64da\u96c6\u6210\u7684\u654f\u6377\u6027<\/strong>\n<ul>\n<li>Data Vault 2.0 \u5c08\u6ce8\u65bc\u4ee5\u654f\u6377\u7684\u65b9\u5f0f\u96c6\u6210\u6578\u64da\uff0c\u5f9e\u800c\u66f4\u8f15\u9b06\u5730\u6dfb\u52a0\u65b0\u6578\u64da\u6e90\uff0c\u800c\u4e0d\u6703\u4e2d\u65b7\u73fe\u6709\u67b6\u69cb\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>Data Vault 2.0 <\/strong><strong>\u7684\u512a\u52e2<\/strong><\/h2>\n<ul>\n<li><strong> <\/strong><strong>\u9762\u5411\u672a\u4f86\u7684\u6578\u64da\u67b6\u69cb<\/strong>\n<ul>\n<li>\u8a0e\u8ad6 Data Vault 2.0 \u5982\u4f55\u66f4\u9069\u5408\u6578\u64da\u6e90\u548c\u9700\u6c42\u4e0d\u65b7\u8b8a\u5316\u7684\u4e0d\u65b7\u767c\u5c55\u7684\u4f01\u696d\u3002<\/li>\n<li>\u6dfb\u52a0\u65b0\u6578\u64da\u6e90\u548c\u66f4\u65b0\u696d\u52d9\u908f\u8f2f\u7684\u80fd\u529b\uff0c\u800c\u7121\u9700\u5c0d\u6578\u64da\u5009\u5eab\u9032\u884c\u91cd\u5927\u6539\u9020\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u6539\u9032\u7684\u6578\u64da\u54c1\u8cea\u548c\u6cbb<\/strong><strong>\u7406<\/strong>\n<ul>\n<li>\u4f7f\u7528 Data Vault 2.0\uff0c\u6578\u64da\u66f4\u6613\u65bc\u8a2a\u554f\uff0c\u5f9e\u800c\u53ef\u4ee5\u66f4\u597d\u5730\u9032\u884c\u76e3\u63a7\u3001\u9a57\u8b49\u548c\u6cbb\u7406\u3002<\/li>\n<li>\u8aaa\u660e Data Vault 2.0 \u5982\u4f55\u901a\u904e\u4fdd\u7559\u8a73\u7d30\u7684\u6b77\u53f2\u8a18\u9304\u4f86\u652f\u6301\u6578\u64da\u6cbf\u8972\u548c\u5be9\u8a08\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u589e\u5f37\u696d\u52d9\u8207<\/strong><strong>IT<\/strong><strong>\u4e4b\u9593\u7684\u5354\u4f5c<\/strong>\n<ul>\n<li>\u6578\u64da\u8207\u696d\u52d9\u908f\u8f2f\u7684\u89e3\u8026\u4f7f\u696d\u52d9\u4f7f\u7528\u8005\u548cIT<span>\u5718\u968a\u4e4b\u9593\u7684\u5354\u4f5c\u66f4\u52a0\u9806\u66a2\u3002<\/span><\/li>\n<li>\u696d\u52d9\u5718\u968a\u53ef\u4ee5\u66f4\u6539\u696d\u52d9\u898f\u5247\u6216\u6574\u5408\u65b0\u7684\u6578\u64da\u6e90\uff0c\u800c\u7121\u9700\u7b49\u5f85 IT <span>\u5718\u968a\u91cd\u65b0\u8a2d\u8a08\u6574\u500b\u6578\u64da\u6a21\u578b\u3002<\/span><\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u66f4\u597d\u7684\u5206\u6790\u6027\u80fd<\/strong>\n<ul>\n<li>\u5118\u7ba1 Data Vault 2.0 \u6700\u521d\u53ef\u80fd\u88ab\u8a8d\u70ba\u66f4\u8907\u96dc\uff0c\u4f46\u5b83\u53ef\u4ee5\u63d0\u9ad8\u5206\u6790\u6027\u80fd\uff0c\u56e0\u70ba\u5b83\u5728\u8a2d\u8a08\u6642\u8003\u616e\u4e86\u9ad8\u6548\u7684\u6578\u64da\u67e5\u8a62\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>\u5be6\u969b\u7528\u4f8b<\/strong><\/h2>\n<ul>\n<li><strong> <\/strong><strong>\u5927\u578b\u4f01\u696d\u548c\u8907\u96dc\u7684\u6578\u64da\u74b0\u5883<\/strong>\n<ul>\n<li>\u5177\u6709\u591a\u500b\u6578\u64da\u6e90\u7684\u5927\u578b\u4f01\u696d\u7684\u6210\u529f\u5be6\u65bdData Vault\u7684\u6848\u4f8b\u7814\u7a76\u6216\u793a\u4f8b\u3002<\/li>\n<li>\u512a\u52e2\u5305\u62ec\u6e1b\u5c11\u96c6\u6210\u65b0\u6578\u64da\u7684\u6642\u9593\u3001\u63d0\u9ad8\u6578\u64da\u53ef\u7528\u6027\u548c\u66f4\u9748\u6d3b\u7684\u5831\u544a\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li><strong> <\/strong><strong>\u5feb\u7bc0\u594f\u884c\u696d\u7684\u654f\u6377\u6027<\/strong>\n<ul>\n<li>\u91d1\u878d\u3001\u96fb\u5b50\u5546\u52d9\u6216\u91ab\u7642\u4fdd\u5065\u7b49\u5feb\u7bc0\u594f\u884c\u696d\u7684\u4f01\u696d\u5982\u4f55\u5f9e Data Vault 2.0 \u9069\u61c9\u6cd5\u898f\u3001\u5ba2\u6236\u884c\u70ba\u548c\u6578\u64da\u6e90\u983b\u7e41\u8b8a\u5316\u7684\u80fd\u529b\u4e2d\u53d7\u76ca\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u653f\u5e9c\u8207\u5408\u898f<\/strong>\n<ul>\n<li>Data Vault 2.0 \u80fd\u5920\u8aac\u660e\u53d7\u76e3\u7ba1\u884c\u696d\u7684\u7d44\u7e54\u8ddf\u8e64\u548c\u4fdd\u7559\u6b77\u53f2\u6578\u64da\u4ee5\u5be6\u73fe\u5408\u898f\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>\u5c07<\/strong><strong> Data Vault <\/strong><strong>\u8207\u5176\u4ed6\u5efa\u6a21\u6280\u8853\u9032\u884c\u6bd4\u8f03<\/strong><\/h2>\n<ul>\n<li><strong> <\/strong><strong>Data Vault 2.0 <\/strong><strong>\u8207<\/strong><strong> 3NF<\/strong>\n<ul>\n<li>\u96d6\u7136 3NF \u5728\u6700\u5927\u9650\u5ea6\u5730\u6e1b\u5c11\u5197\u9918\u548c\u78ba\u4fdd\u6578\u64da\u5b8c\u6574\u6027\u65b9\u9762\u8868\u73fe\u51fa\u8272\uff0c\u4f46\u7576\u4f01\u696d\u9700\u8981\u5176\u6578\u64da\u67b6\u69cb\u7684\u654f\u6377\u6027\u548c\u53ef\u64f4\u5145\u6027\u6642\uff0c\u5b83\u5c31\u986f\u5f97\u4e0d\u5920\u4e86\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>Data Vault 2.0 <\/strong><strong>\u8207<\/strong><strong> Star Schema<\/strong>\n<ul>\n<li>Star Schema \u901a\u5e38\u7528\u65bc\u696d\u52d9\u5831\u544a\u548c\u5206\u6790\uff0c\u4f46\u7f3a\u4e4f\u50cf Data Vault \u90a3\u6a23\u8655\u7406\u6e90\u7cfb\u7d71\u66f4\u6539\u6216\u4e0d\u65b7\u8b8a\u5316\u7684\u696d\u52d9\u9700\u6c42\u7684\u9748\u6d3b\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>Data Vault 2.0 <\/strong><strong>\u8207\u975e\u898f\u7bc4\u5316<\/strong>\n<ul>\n<li>\u975e\u898f\u7bc4\u5316\u8868\u63d0\u4f9b\u5feb\u901f\u67e5\u8a62\u6027\u80fd\uff0c\u4f46\u5b58\u5728\u7dad\u8b77\u554f\u984c\u3001\u6578\u64da\u8cea\u91cf\u554f\u984c\u548c\u53ef\u64f4\u5c55\u6027\u5dee\u7684\u554f\u984c\u3002Data Vault \u5be6\u73fe\u4e86\u66f4\u597d\u7684\u5e73\u8861\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>\u5be6\u65bd Data Vault 2.0 <\/strong><strong>\u7684\u6311\u6230<\/strong><\/h2>\n<ul>\n<li><strong> <\/strong><strong>\u8907\u96dc\u6027\u548c\u5b78\u7fd2\u66f2\u7dda<\/strong>\n<ul>\n<li>Data Vault 2.0 \u6a21\u578b\u7684\u521d\u59cb\u8a2d\u7f6e\u9700\u8981\u719f\u7df4\u7684\u4eba\u54e1\uff0c\u4e26\u4e14\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u6642\u9593\u4f86\u5b78\u7fd2\uff0c\u7279\u5225\u662f\u5c0d\u65bc\u7fd2\u6163\u65bc\u50b3\u7d71\u6578\u64da\u6a21\u578b\u7684\u5718\u968a\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u5de5\u5177\u548c\u81ea\u52d5\u5316<\/strong>\n<ul>\n<li>\u5be6\u65bd Data Vault 2.0 \u901a\u5e38\u9700\u8981\u7279\u5b9a\u7684\u5de5\u5177\u4f86\u5be6\u73fe\u81ea\u52d5\u5316\u3001\u6578\u64da\u96c6\u6210\u548c\u7ba1\u7406\u3002\u6b63\u78ba\u7684\u5de5\u5177\u53ef\u80fd\u4e0d\u5bb9\u6613\u7372\u5f97\u6216\u53ef\u80fd\u9700\u8981\u6295\u8cc7\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong> <\/strong><strong>\u521d\u59cb\u6295\u8cc7<\/strong>\n<ul>\n<li>\u8a2d\u8a08\u548c\u5be6\u65bd Data Vault 2.0 \u6240\u9700\u7684\u524d\u671f\u5de5\u4f5c\u53ef\u80fd\u66f4\u9ad8\uff0c\u4f46\u53ef\u64f4\u5c55\u6027\u548c\u9748\u6d3b\u6027\u65b9\u9762\u7684\u9577\u671f\u5229\u76ca\u5f80\u5f80\u8d85\u904e\u9019\u4e9b\u6210\u672c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>\u7d50\u8ad6<\/strong><\/h2>\n<ul>\n<li><strong> <\/strong><strong>\u6578\u64da\u5efa\u6a21\u7684\u6210\u719f\u672a\u4f86<\/strong><\/li>\n<\/ul>\n<p>\u7e3d\u7d50 Data Vault 2.0 \u5982\u4f55\u8b49\u660e\u81ea\u5df1\u662f\u4e00\u7a2e\u53ef\u884c\u4e14\u9762\u5411\u672a\u4f86\u7684\u6578\u64da\u5efa\u6a21\u65b9\u6cd5\uff0c\u9069\u7528\u65bc\u5c0b\u6c42\u53ef\u64f4\u5c55\u3001\u9748\u6d3b\u4e14\u9ad8\u6548\u7684\u6578\u64da\u67b6\u69cb\u7684\u7d44\u7e54\u3002\u8a0e\u8ad6 Data Vault \u5728\u5404\u884c\u5404\u696d\u7684\u65e5\u76ca\u666e\u53ca\uff0c\u4ee5\u53ca\u5b83\u5728\u6578\u64da\u5009\u5eab\u548c\u5206\u6790\u9818\u57df\u65e5\u76ca\u7a81\u51fa\u7684\u5730\u4f4d\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ecb\u7d39 \u8cc7\u6599\u5009\u5eab\u4e2d\u7684\u6578\u64da\u5efa\u6a21\u6982\u8ff0 \u89e3\u91cb\u6578\u64da 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