{"id":803,"date":"2025-07-16T00:53:00","date_gmt":"2025-07-15T16:53:00","guid":{"rendered":"http:\/\/www.applicationsofllm.com\/?p=803"},"modified":"2025-09-17T00:54:40","modified_gmt":"2025-09-16T16:54:40","slug":"%e6%95%b0%e6%8d%ae%e4%bb%93%e5%ba%93%e6%9c%89%e4%bd%95%e7%89%b9%e5%be%81%ef%bc%9f%e5%9f%ba%e6%9c%ac%e6%9e%b6%e6%9e%84%e4%bb%80%e4%b9%88%e6%a0%b7%ef%bc%9f%e5%b7%a5%e5%85%b7%e5%a6%82%e4%bd%95%e9%80%89","status":"publish","type":"post","link":"http:\/\/www.applicationsofllm.com\/index.php\/2025\/07\/16\/%e6%95%b0%e6%8d%ae%e4%bb%93%e5%ba%93%e6%9c%89%e4%bd%95%e7%89%b9%e5%be%81%ef%bc%9f%e5%9f%ba%e6%9c%ac%e6%9e%b6%e6%9e%84%e4%bb%80%e4%b9%88%e6%a0%b7%ef%bc%9f%e5%b7%a5%e5%85%b7%e5%a6%82%e4%bd%95%e9%80%89\/","title":{"rendered":"\u6570\u636e\u4ed3\u5e93\u6709\u4f55\u7279\u5f81\uff1f\u57fa\u672c\u67b6\u6784\u4ec0\u4e48\u6837\uff1f\u5de5\u5177\u5982\u4f55\u9009\uff1f"},"content":{"rendered":"\n

\u6570\u636e\u4ed3\u5e93<\/strong>\u662f\u4e00\u79cd\u7528\u4e8e\u5b58\u50a8\u548c\u7ba1\u7406\u5927\u91cf\u6570\u636e\u7684\u7cfb\u7edf\uff0c\u591a\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c\u5546\u4e1a\u667a\u80fdBI\uff0c\u5c06\u6765\u81ea\u591a\u4e2a\u5f02\u6784\u6570\u636e\u6e90\u7684\u5927\u91cf\u6570\u636e\u6574\u5408\u3001\u6e05\u6d17\u548c\u8f6c\u6362\uff0c\u4e3a\u540e\u7eed\u7684\u67e5\u8be2\u3001\u5206\u6790\u548c\u62a5\u8868\u751f\u6210\u63d0\u4f9b\u9ad8\u6548\u652f\u6301\u3002\u770b\u5b8c\u4eca\u5929\u8fd9\u7bc7\uff0c\u65b0\u624b\u5c0f\u767d\u90fd\u80fd\u61c2\u6570\u636e\u4ed3\u5e93\u6709\u4f55\u7279\u5f81\uff1f\u57fa\u672c\u67b6\u6784\u4ec0\u4e48\u6837\uff1f\u5de5\u5177\u5982\u4f55\u9009\uff1f

<\/p>\n\n\n\n

\u6570\u636e\u4ed3\u5e93\u7279\u5f81

<\/strong><\/p>\n\n\n\n

Bill Inmon \u6570\u4ed3\u4e4b\u7236\u5728\u300aBuilding the Data Warehouse\u300b\u4e00\u4e66\u4e2d\u63d0\u51fa\u4e86\u6700\u7ecf\u5178\u4e5f\u662f\u6700\u88ab\u5e7f\u6cdb\u63a5\u53d7\u7684\u201c\u56db\u7279\u5f81\u5b9a\u4e49\u201d<\/strong>\uff1a\u9762\u5411\u4e3b\u9898\u6027\u3001\u96c6\u6210\u6027\u3001\u7a33\u5b9a\u6027\u3001\u65f6\u53d8\u6027\u3002<\/p>\n\n\n\n

\u9762\u5411\u4e3b\u9898\u6027\uff1a<\/strong>\u6570\u636e\u4ed3\u5e93\u662f\u56f4\u7ed5\u4f01\u4e1a\u7684\u5177\u4f53\u4e1a\u52a1\u9700\u6c42<\/strong>\u8fdb\u884c\u6784\u5efa\u7684\u3001\u6309\u4e3b\u9898\u7ec4\u7ec7\u7684\uff0c\u65e8\u5728\u63d0\u5347\u7ba1\u7406\u6548\u7387\uff0c\u4f8b\u5982\u9500\u552e\u3001\u5ba2\u6237\u3001\u8d22\u52a1\u7b49\uff0c\u80fd\u591f\u66f4\u597d\u5730\u652f\u6301\u4e1a\u52a1\u5206\u6790\u548c\u51b3\u7b56\u3002<\/p>\n\n\n\n

\u96c6\u6210\u6027\uff1a<\/strong>\u6570\u636e\u4ed3\u5e93\u5c06\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u6574\u5408\u5230\u7edf\u4e00\u7684\u7ed3\u6784\u4e2d\uff0c\u6253\u7834\u6570\u636e\u5b64\u5c9b\uff0c\u4f7f\u6570\u636e\u66f4\u5177\u4e00\u81f4\u6027\u548c\u53ef\u9760\u6027<\/strong>\uff0c\u5b9e\u73b0\u6570\u636e\u6cbb\u7406\u548c\u7f16\u7801\u7684\u6807\u51c6\u5316\u3002<\/p>\n\n\n\n

\u7a33\u5b9a\u6027\uff1a<\/strong>\u6570\u636e\u4ed3\u5e93\u4e2d\u7684\u6570\u636e\u901a\u5e38\u662f\u53ea\u8bfb\u7684<\/strong>\uff0c\u4e0d\u4f1a\u4e1a\u52a1\u67e5\u8be2\u8fc7\u7a0b\u4e2d\u9891\u7e41\u4fee\u6539\uff0c\u4e3b\u8981\u662f\u5b9a\u65f6\u8c03\u5ea6\u6216\u540c\u6b65\u673a\u5236\u4ece\u4e1a\u52a1\u7cfb\u7edf\u63d0\u53d6\u6570\u636e\uff0c\u4ee5\u907f\u514d\u5bf9\u4e1a\u52a1\u7cfb\u7edf\u6027\u80fd\u9020\u6210\u5f71\u54cd\u3002<\/p>\n\n\n\n

\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u5728\u6570\u4ed3\u5efa\u8bbe\u6216\u6570\u636e\u66f4\u65b0\u9636\u6bb5\uff0c\u6570\u636e\u662f\u9700\u8981\u9891\u7e41\u5199\u5165\u548c\u66f4\u65b0\u7684\uff0c\u4f46\u8fd9\u4e9b\u64cd\u4f5c\u901a\u5e38\u5728\u79bb\u7ebf\u6279\u5904\u7406\u3001\u5f02\u6b65\u52a0\u8f7d\u4e2d\u5b8c\u6210\uff0c\u4e0d\u4f1a\u5f71\u54cd\u6570\u4ed3\u9762\u5411\u5206\u6790\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n

\u65f6\u53d8\u6027\uff1a<\/strong>\u6570\u636e\u4ed3\u5e93\u4e2d\u7684\u6570\u636e\u901a\u5e38\u5305\u542b\u65f6\u95f4\u6233<\/strong>\uff0c\u80fd\u591f\u5b58\u50a8\u4e1a\u52a1\u7cfb\u7edf\u7684\u5386\u53f2\u6570\u636e\uff0c\u4ee5\u53cd\u6620\u8fd9\u4e9b\u6570\u636e\u5728\u4e0d\u540c\u65f6\u95f4\u70b9\u7684\u72b6\u6001\uff0c\u4fbf\u4e8e\u5206\u6790\u5386\u53f2\u53d8\u5316\u548c\u8d8b\u52bf\uff0c\u4e3a\u672a\u6765\u7684\u5927\u6570\u636e\u6316\u6398\u4e0e\u5206\u6790\u63d0\u4f9b\u91cd\u8981\u4f9d\u636e\u3002<\/p>\n\n\n\n

\u6570\u636e\u4ed3\u5e93\u7684\u57fa\u672c\u67b6\u6784

<\/strong><\/p>\n\n\n\n

\u5728\u5efa\u8bbe\u6570\u636e\u4ed3\u5e93\u65f6\uff0c\u6211\u4eec\u901a\u5e38\u4f1a\u91c7\u7528\u4e00\u4e2a\u5206\u7ea7\u7684\u67b6\u6784\u6a21\u578b\uff0c\u5e76\u975e\u6240\u6709\u6570\u636e\u4ed3\u5e93\u90fd\u4e25\u683c\u9075\u5faa\u540c\u4e00\u5206\u5c42\u6807\u51c6\uff0c\u8fd9\u91cc\u6211\u4eec\u4ecb\u7ecd\u5e38\u89c1\u7684\u6709\u4e94\u5c42\u7ed3\u6784<\/strong>\uff1aODS \u2192 DWD \u2192 DWS \u2192 DM \u2192 ADS<\/strong>\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
    \n
  • ODS\uff08\u539f\u59cb\u6570\u636e\u5c42\uff09<\/strong>\u76f4\u63a5\u63a5\u5165\u4e1a\u52a1\u6570\u636e\u5e93\u3001\u65e5\u5fd7\u7b49\u539f\u59cb\u6570\u636e\uff0c\u4fdd\u7559\u672a\u52a0\u5de5\u7684\u660e\u7ec6\uff0c\u4e3a\u4e0a\u5c42\u63d0\u4f9b\u6570\u636e\u6e90\u5934\u3002<\/li>\n\n\n\n
  • DWD\uff08\u660e\u7ec6\u6570\u636e\u5c42\uff09<\/strong>\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u3001\u6807\u51c6\u5316\u3001\u683c\u5f0f\u7edf\u4e00\uff0c\u7edf\u4e00\u6807\u51c6\uff0c\u4fdd\u7559\u6700\u7ec6\u7c92\u5ea6\uff0c\u6bd4\u5982\u8ba2\u5355\u6d41\u6c34\uff0c\u652f\u6491\u660e\u7ec6\u67e5\u8be2\u3002<\/li>\n\n\n\n
  • DWS\uff08\u6c47\u603b\u6570\u636e\u5c42\uff09<\/strong>\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u628a\u6570\u636e\u6309\u4e3b\u9898\u5206\u533a\uff0c\u63d0\u5347\u5206\u6790\u6548\u7387\uff0c\u6bd4\u5982\u201c\u95e8\u5e97\u6708\u9500\u552e\u201d\u201c\u5730\u533a\u5e93\u5b58\u60c5\u51b5\u201d\u7b49\uff0c\u5f62\u6210\u7ed3\u6784\u6e05\u6670\u7684\u5bbd\u8868\u3002<\/li>\n\n\n\n
  • DM\uff08\u6570\u636e\u96c6\u5e02\u5c42\uff09<\/strong>\u9762\u5411\u90e8\u95e8\u7528\u6237\uff0c\u6bd4\u5982\u9500\u552e\u90e8\u3001\u8fd0\u8425\u90e8\uff0c\u63d0\u4f9b\u5b9a\u5236\u5316\u7684\u5206\u6790\u6570\u636e\u5b50\u96c6\uff0c\u90e8\u5206\u516c\u53f8\u6ca1\u6709 DM \u8fd9\u4e00\u5c42\uff0c\u867d\u7136\u4f1a\u964d\u4f4e\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u7684\u6548\u7387\uff0c\u4f46\u5bf9\u6574\u4f53\u800c\u8a00\u5e76\u6ca1\u6709\u592a\u5927\u7684\u5f71\u54cd\uff1b<\/li>\n\n\n\n
  • ADS\uff08\u5e94\u7528\u6570\u636e\u5c42\uff09<\/strong>\u505a\u6210\u62a5\u8868\u3001\u5927\u5c4f\u3001\u6570\u636e\u670d\u52a1API\uff0c\u76f4\u63a5\u7ed9\u7ba1\u7406\u5c42\u7528\uff0c\u5c55\u73b0\u7684\u662f\u6700\u5173\u952e\u7684\u4e1a\u52a1\u6307\u6807\u3002<\/li>\n<\/ul>\n\n\n\n

    \u5f53\u7136\uff0c\u5e76\u4e0d\u662f\u6bcf\u4e2a\u4f01\u4e1a\u90fd\u5fc5\u987b\u6309\u7167\u8fd9\u79cd\u6570\u4ed3\u67b6\u6784\u4eceODS\u642d\u5230ADS\uff0c\u6bd4\u5982\u4e2d\u5c0f\u578b\u4f01\u4e1a\uff0c\u6570\u636e\u91cf\u4e0d\u5927\uff0c\u4e5f\u53ef\u4ee5\u9009\u62e9\u4e09\u5c42\u7ed3\u6784<\/strong>\uff1aODS \u2192 DWD \u2192 DM\uff0c\u7b80\u5355\u9ad8\u6548\u5c31\u597d\u3002<\/p>\n\n\n\n

    \u603b\u4e4b\uff0c\u8d8a\u5f80\u4e0a\uff0c\u6570\u636e\u8d8a\u6574\u6d01\u3001\u53e3\u5f84\u8d8a\u7edf\u4e00\u3001\u4f7f\u7528\u8d8a\u5e7f\u6cdb\uff1b\u8d8a\u5f80\u4e0b\uff0c\u6570\u636e\u8d8a\u539f\u59cb\u3001\u5904\u7406\u8d8a\u590d\u6742\u3001\u4f9d\u8d56\u8d8a\u5f3a\u3002<\/strong><\/p>\n\n\n\n

    \u6570\u636e\u4ed3\u5e93VS\u6570\u636e\u5e93

    <\/strong><\/p>\n\n\n\n

    \u6570\u636e\u4ed3\u5e93\u548c\u6570\u636e\u5e93\u867d\u7136\u90fd\u7528\u4e8e\u5b58\u50a8\u6570\u636e\uff0c\u4f46\u5b83\u4eec\u7684\u8bbe\u8ba1\u76ee\u6807\u548c\u5e94\u7528\u573a\u666f\u4e0d\u540c\uff0c\u5177\u6709\u4ee5\u4e0b\u4e3b\u8981\u533a\u522b\uff1a<\/p>\n\n\n\n

    \"\"<\/figure>\n\n\n\n

    1\u3001\u7528\u9014<\/strong><\/p>\n\n\n\n

    \u6570\u636e\u5e93\uff1a<\/strong>\u4e3b\u8981\u7528\u4e8e\u652f\u6301\u65e5\u5e38\u4e8b\u52a1\u5904\u7406<\/strong>\uff08OLTP\uff0c\u5728\u7ebf\u4e8b\u52a1\u5904\u7406\uff09\uff0c\u5982\u5e94\u7528\u7a0b\u5e8f\u7684\u5b9e\u65f6\u6570\u636e\u5b58\u50a8\u3001\u67e5\u8be2\u548c\u66f4\u65b0\uff0c\u5b83\u66f4\u5173\u6ce8\u6570\u636e\u7684\u9ad8\u6548\u8bfb\u53d6\u3001\u5199\u5165\u548c\u4fee\u6539\uff0c\u9002\u7528\u4e8e\u5904\u7406\u77ed\u5c0f\u3001\u9891\u7e41\u7684\u4e8b\u52a1\u64cd\u4f5c\uff0c\u6bd4\u5982\u94f6\u884c\u7cfb\u7edf\u3001\u7535\u5b50\u5546\u52a1\u7f51\u7ad9\u8ba2\u5355\u7b49\u3002<\/p>\n\n\n\n

    \u6570\u636e\u4ed3\u5e93\uff1a<\/strong>\u4e3b\u8981\u7528\u4e8e\u652f\u6301\u51b3\u7b56\u5206\u6790<\/strong>\uff08OLAP\uff0c\u5728\u7ebf\u5206\u6790\u5904\u7406\uff09\uff0c\u4e13\u6ce8\u4e8e\u6570\u636e\u7684\u5206\u6790\u3001\u67e5\u8be2\u548c\u62a5\u8868\u751f\u6210\uff0c\u5b58\u50a8\u7684\u662f\u5927\u91cf\u5386\u53f2\u6570\u636e\uff0c\u4fbf\u4e8e\u8fdb\u884c\u590d\u6742\u7684\u67e5\u8be2\u3001\u5206\u6790\u548c\u4e1a\u52a1\u667a\u80fd\uff08BI\uff09\u64cd\u4f5c\u3002<\/p>\n\n\n\n

    2\u3001\u6570\u636e\u7ed3\u6784<\/strong><\/p>\n\n\n\n

    \u6570\u636e\u5e93\uff1a<\/strong>\u6570\u636e\u5f80\u5f80\u662f\u5b9e\u65f6\u3001\u52a8\u6001\u53d8\u5316\u7684\uff0c\u6570\u636e\u5e93\u8bbe\u8ba1\u4e3a\u652f\u6301\u4e8b\u52a1\u5904\u7406\uff0c\u6570\u636e\u8868\u901a\u5e38\u9ad8\u5ea6\u89c4\u8303\u5316<\/strong>\uff0c\u4ee5\u51cf\u5c11\u5197\u4f59\u5e76\u63d0\u9ad8\u6570\u636e\u7684\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n

    \u6570\u636e\u4ed3\u5e93\uff1a<\/strong>\u6570\u636e\u4e3b\u8981\u662f\u9759\u6001\u7684\u3001\u5386\u53f2\u6027\u7684\uff0c\u8ba1\u4e3a\u652f\u6301\u590d\u6742\u67e5\u8be2\u5206\u6790\uff0c\u901a\u5e38\u4f7f\u7528\u7684\u662f\u7ef4\u5ea6\u5efa\u6a21<\/strong>\uff08\u5982\u661f\u578b\u6a21\u578b\u6216\u96ea\u82b1\u6a21\u578b\uff09\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u652f\u6301\u6570\u636e\u805a\u5408\u548c\u62a5\u8868\u751f\u6210\u3002<\/p>\n\n\n\n

    3\u3001\u6570\u636e\u66f4\u65b0\u9891\u7387<\/strong><\/p>\n\n\n\n

    \u6570\u636e\u5e93\uff1a<\/strong>\u6570\u636e\u7ecf\u5e38\u66f4\u65b0\u3001\u63d2\u5165\u548c\u5220\u9664\uff0c\u9891\u7e41\u7684\u8bfb\u5199\u64cd\u4f5c<\/strong>\u662f\u6570\u636e\u5e93\u7684\u5e38\u89c1\u9700\u6c42\u3002<\/p>\n\n\n\n

    \u6570\u636e\u4ed3\u5e93\uff1a<\/strong>\u6570\u636e\u901a\u5e38\u662f\u4ece\u591a\u4e2a\u6765\u6e90\u5b9a\u671f\u6279\u91cf\u52a0\u8f7d\u7684<\/strong>\uff0c\u4e3b\u8981\u4fa7\u91cd\u4e8e\u67e5\u8be2\u548c\u5206\u6790\uff0c\u800c\u4e0d\u662f\u9891\u7e41\u7684\u66f4\u65b0\uff0c\u66f4\u5173\u6ce8\u5386\u53f2\u6570\u636e\u548c\u957f\u65f6\u95f4\u8de8\u5ea6\u7684\u6570\u636e\u5206\u6790\u3002<\/p>\n\n\n\n

    4\u3001\u6027\u80fd\u4f18\u5316<\/strong><\/p>\n\n\n\n

    \u6570\u636e\u5e93\uff1a<\/strong>\u4e3a\u4e8b\u52a1\u5904\u7406\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u4fa7\u91cd\u4e8e\u5feb\u901f\u7684\u589e\u5220\u6539\u64cd\u4f5c\uff0c\u56e0\u6b64\u4f7f\u7528\u4e86\u7d22\u5f15\u673a\u5236\u7b49\u6765\u4fdd\u8bc1\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n

    \u6570\u636e\u4ed3\u5e93\uff1a<\/strong>\u4e3a\u590d\u6742\u7684\u67e5\u8be2\u548c\u62a5\u8868\u751f\u6210\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5f80\u5f80\u4f7f\u7528\u4e13\u95e8\u7684\u6280\u672f\u6765\u63d0\u9ad8\u5927\u89c4\u6a21\u6570\u636e\u67e5\u8be2\u7684\u6027\u80fd\uff0c\u6bd4\u5982\u5217\u5f0f\u5b58\u50a8\u3001\u5206\u533a\u3001\u7d22\u5f15\u7b49\u3002<\/p>\n\n\n\n

    5\u3001\u6570\u636e\u6765\u6e90<\/strong><\/p>\n\n\n\n

    \u6570\u636e\u5e93\uff1a<\/strong>\u901a\u5e38\u662f\u5355\u4e00\u7684\u3001\u7ed3\u6784\u5316\u7684\u6570\u636e\u6765\u6e90\uff0c\u76f4\u63a5\u4ece\u5e94\u7528\u7cfb\u7edf\u4e2d\u91c7\u96c6\u5b9e\u65f6\u6570\u636e\u3002<\/p>\n\n\n\n

    \u6570\u636e\u4ed3\u5e93\uff1a<\/strong>\u6574\u5408\u4e86\u591a\u4e2a\u5f02\u6784\u6570\u636e\u6e90\uff0c\u5305\u62ec\u6570\u636e\u5e93\u3001\u6587\u4ef6\u7cfb\u7edf\u3001\u5916\u90e8\u6570\u636e\u7b49\uff0c\u901a\u8fc7ETL\uff08\u62bd\u53d6\u3001\u8f6c\u6362\u3001\u52a0\u8f7d\uff09\u6d41\u7a0b\u5c06\u8fd9\u4e9b\u6570\u636e\u7edf\u4e00\u5b58\u50a8\u5728\u6570\u636e\u4ed3\u5e93\u4e2d\u3002<\/p>\n\n\n\n

    6\u3001\u65f6\u95f4\u7ef4\u5ea6<\/strong><\/p>\n\n\n\n

    \u6570\u636e\u5e93\uff1a<\/strong>\u5173\u6ce8\u7684\u662f\u5f53\u524d\u7684\u6570\u636e\uff0c\u5b9e\u65f6\u6027\u66f4\u5f3a\uff0c\u6570\u636e\u4e3b\u8981\u7528\u4e8e\u65e5\u5e38\u64cd\u4f5c\u3002<\/p>\n\n\n\n

    \u6570\u636e\u4ed3\u5e93\uff1a<\/strong>\u5305\u542b\u5386\u53f2\u6570\u636e\uff0c\u901a\u5e38\u5e26\u6709\u65f6\u95f4\u6233\uff0c\u652f\u6301\u5bf9\u957f\u65f6\u95f4\u8303\u56f4\u5185\u7684\u6570\u636e\u8fdb\u884c\u8d8b\u52bf\u5206\u6790\u548c\u5386\u53f2\u6bd4\u8f83\u3002<\/p>\n\n\n\n

    \u603b\u7ed3<\/strong><\/p>\n\n\n\n

      \n
    • \u6570\u636e\u5e93\u9002\u5408\u652f\u6301\u9ad8\u5e76\u53d1\u7684\u4e8b\u52a1\u64cd\u4f5c\uff0c\u4e3b\u8981\u7528\u4e8e\u65e5\u5e38\u7684\u4e1a\u52a1\u7cfb\u7edf\u64cd\u4f5c\u3002<\/li>\n\n\n\n
    • \u6570\u636e\u4ed3\u5e93\u9002\u5408\u8fdb\u884c\u5927\u89c4\u6a21\u7684\u5206\u6790\uff0c\u5e2e\u52a9\u4f01\u4e1a\u4ece\u5386\u53f2\u4e2d\u6316\u6398\u51fa\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u652f\u6301\u4e1a\u52a1\u51b3\u7b56\u548c\u6218\u7565\u89c4\u5212\u3002<\/li>\n<\/ul>\n\n\n\n

      \u6570\u4ed3\u642d\u5efa\u5de5\u5177

      <\/strong><\/p>\n\n\n\n

      \u4ece\u5b9e\u8df5\u6765\u770b\uff0c\u6570\u4ed3\u642d\u5efa\u4e3b\u8981\u5305\u542b\u8fd9\u51e0\u4e2a\u6838\u5fc3\u73af\u8282<\/strong>\uff1a<\/p>\n\n\n\n

      \"\"<\/figure>\n\n\n\n

      1\u3001\u68b3\u7406\u4e1a\u52a1\u9700\u6c42<\/strong>

      <\/p>\n\n\n\n

      \u9996\u5148\u8981\u660e\u786e\u4f01\u4e1a\u5e0c\u671b\u901a\u8fc7\u6570\u4ed3\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898<\/strong>\uff0c\u662f\u7edf\u4e00\u62a5\u8868\uff1f\u662f\u6574\u5408\u591a\u7cfb\u7edf\u6570\u636e\uff1f\u8fd8\u662f\u652f\u6491\u5b9e\u65f6\u5206\u6790\uff1f\u8fd9\u4e2a\u9636\u6bb5\u9700\u8981\u4e1a\u52a1\u4eba\u5458\u548c\u6570\u636e\u56e2\u961f\u534f\u540c\uff0c\u68b3\u7406\u51fa\u6838\u5fc3\u4e3b\u9898\u3001\u5173\u952e\u6307\u6807\u548c\u4f7f\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

      2\u3001\u8bbe\u8ba1\u6570\u636e\u6a21\u578b<\/strong>

      <\/p>\n\n\n\n

      \u57fa\u4e8e\u4e3b\u9898\u5212\u5206\u4e8b\u5b9e\u8868\u3001\u7ef4\u5ea6\u8868<\/strong>\uff0c\u5e38\u7528\u5efa\u6a21\u65b9\u5f0f\u5305\u62ec\u661f\u578b\u6a21\u578b\u3001\u96ea\u82b1\u6a21\u578b<\/strong>\u6216\u8303\u5f0f\u5efa\u6a21<\/strong>\uff0c\u8fd9\u4e2a\u9636\u6bb5\u51b3\u5b9a\u4e86\u540e\u7eed\u6570\u4ed3\u7684\u53ef\u6269\u5c55\u6027\u548c\u5206\u6790\u6548\u7387\u3002<\/p>\n\n\n\n

      \u5efa\u6a21\u5de5\u5177<\/strong>\u4e5f\u6709\u591a\u79cd\u9009\u62e9\uff1a<\/p>\n\n\n\n

        \n
      • PowerDesigner\uff1a\u4f01\u4e1a\u7ea7\u5efa\u6a21\u5229\u5668\uff0c\u652f\u6301\u4ece\u903b\u8f91\u5230\u7269\u7406\u7684\u5168\u6d41\u7a0b\u8bbe\u8ba1\uff1b<\/li>\n\n\n\n
      • PDManer\u3001Excel\uff1a\u9002\u5408\u524d\u671f\u539f\u578b\u5efa\u6a21\u548c\u4e0e\u4e1a\u52a1\u4eba\u5458\u534f\u4f5c\uff1b<\/li>\n\n\n\n
      • ERwin\uff1a\u53ef\u652f\u6301\u590d\u6742\u6307\u6807\u8840\u7f18\u5173\u7cfb\u3001\u6570\u636e\u8d44\u4ea7\u68b3\u7406\u7b49\u66f4\u8fdb\u4e00\u6b65\u7684\u6570\u636e\u6cbb\u7406\u4efb\u52a1\u3002<\/li>\n<\/ul>\n\n\n\n

        3\u3001\u8fdb\u884cETL\u5f00\u53d1<\/strong>

        <\/p>\n\n\n\n

        \u628a\u68b3\u7406\u597d\u7684\u4e1a\u52a1\u6a21\u578b\u8f6c\u5316\u6210\u771f\u5b9e\u7684\u6570\u636e\u6d41\uff0c\u5305\u62ec\u6570\u636e\u7684\u8fdb\u884c\u62bd\u53d6\u3001\u6e05\u6d17\u548c\u8f6c\u6362<\/strong>\uff0c\u5199\u5165\u76ee\u6807\u6570\u4ed3\u7ed3\u6784\u4e2d\uff0c\u540c\u65f6\u9700\u8981\u8bbe\u7f6e\u8c03\u5ea6\u4efb\u52a1\u4fdd\u8bc1\u66f4\u65b0\u9891\u7387\u3002<\/p>\n\n\n\n

        \u5e38\u7528\u5de5\u5177\u6709\uff1a<\/p>\n\n\n\n

          \n
        • FineDataLink\uff1a\u652f\u6301\u53ef\u89c6\u5316\u6784\u5efaETL\u6d41\u7a0b\u3001\u4efb\u52a1\u8c03\u5ea6\u4e0e\u4f9d\u8d56\u914d\u7f6e\uff0c\u9002\u5408\u6784\u5efa\u7a33\u5b9a\u53ef\u8ffd\u6eaf\u7684\u751f\u4ea7\u7ea7\u7ba1\u9053\uff1b<\/li>\n\n\n\n
        • Kettle\uff1a\u5f00\u6e90\u7075\u6d3b\uff0c\u4f46\u9700\u8981\u8f83\u5f3a\u811a\u672c\u80fd\u529b\u548c\u7ef4\u62a4\u7ecf\u9a8c\u3002<\/li>\n<\/ul>\n\n\n\n

          4\u3001\u642d\u5efa\u67e5\u8be2\u4e0e\u670d\u52a1\u5c42<\/strong>

          <\/p>\n\n\n\n

          \u8fd9\u5305\u62ec\u4e3a BI \u5de5\u5177\u51c6\u5907\u6570\u636e\u63a5\u53e3<\/strong>\uff0c\u5982\u5bbd\u8868\u3001\u6307\u6807\u63a5\u53e3\uff0c\u4e5f\u53ef\u80fd\u642d\u5efa\u7edf\u4e00\u7684\u6570\u636e\u670d\u52a1\u5c42<\/strong>\uff0c\u5982 ADS \u4f9b\u4e0d\u540c\u7cfb\u7edf\u8bbf\u95ee\uff0c\u5b9e\u73b0\u7edf\u4e00\u6807\u51c6\u3001\u4fdd\u8bc1\u53e3\u5f84\u4e00\u81f4\u3001\u51cf\u5c11\u91cd\u590d\u5f00\u53d1\u3002<\/p>\n\n\n\n

          \"\"<\/figure>\n\n\n\n

          \u5728\u5177\u4f53\u4ea7\u54c1\u5de5\u5177\u9009\u62e9\u4e0a\uff0c\u50cf FineDataLink \u8fd9\u6837\u7684\u56fd\u4ea7\u6570\u636e\u96c6\u6210\u5e73\u53f0\u5177\u5907\u5b8c\u6574\u7684\u4e00\u4f53\u5316\u670d\u52a1\uff0c\u4ece\u6570\u636e\u63a5\u5165\u3001\u5efa\u6a21\u3001\u5230\u540c\u6b65\u4e0e\u5171\u4eab<\/strong>\uff0c\u6570\u4ed3\u5efa\u8bbe\u6240\u9700\u7684\u5173\u952e\u6b65\u9aa4\u90fd\u53ef\u4ee5\u5728\u8fd9\u4e2a\u5e73\u53f0\u4e0a\u8fdb\u884c\u5b9e\u73b0\u3002<\/p>\n\n\n\n

            \n
          • \u6570\u636e\u96c6\u6210<\/strong>\u652f\u6301\u5bf9\u63a5\u591a\u79cd\u6570\u636e\u6e90\uff08\u6570\u636e\u5e93\u3001\u63a5\u53e3\u3001Excel\u7b49\uff09\uff0c\u53ef\u89c6\u5316\u914d\u7f6eETL\u6d41\u7a0b\uff0c\u65b9\u4fbf\u5c06\u6e90\u6570\u636e\u5bfc\u5165ODS\u5c42\u3002<\/li>\n<\/ul>\n\n\n\n
            \"\"<\/figure>\n\n\n\n
              \n
            • \u5efa\u6a21\u4e0e\u6e05\u6d17<\/strong>\u5185\u7f6e\u5c5e\u6027\u6620\u5c04\u3001\u5b57\u6bb5\u8f6c\u6362\u3001\u7f16\u7801\u7edf\u4e00\u7b49\u5904\u7406\u903b\u8f91\uff0c\u4fbf\u4e8e\u6784\u5efa\u6807\u51c6\u5316\u7684DWD\u5c42\u3002<\/li>\n<\/ul>\n\n\n\n
              \"\"<\/figure>\n\n\n\n
                \n
              • \u4efb\u52a1\u8c03\u5ea6<\/strong>\u652f\u6301\u5b9a\u65f6\u3001\u4e8b\u4ef6\u89e6\u53d1\u7b49\u591a\u79cd\u65b9\u5f0f\uff0c\u9002\u914d\u590d\u6742\u4f9d\u8d56\u5173\u7cfb\uff0c\u786e\u4fdd\u6570\u636e\u5904\u7406\u6309\u8ba1\u5212\u6267\u884c\u3002<\/li>\n<\/ul>\n\n\n\n
                \"\"<\/figure>\n\n\n\n
                  \n
                • \u6570\u636e\u670d\u52a1\u8f93\u51fa<\/strong>\u53ef\u5c06\u6570\u4ed3\u4e2d\u5904\u7406\u597d\u7684\u6570\u636e\u901a\u8fc7API\u3001\u5bbd\u8868\u6216\u6307\u6807\u4e2d\u5fc3\u7684\u65b9\u5f0f\u5f00\u653e\u7ed9BI\u5de5\u5177\u6216\u4e1a\u52a1\u7cfb\u7edf\u8c03\u7528\uff0c\u5b9e\u73b0DM\/ADS\u5c42\u7684\u6253\u901a\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

                  \u6570\u636e\u4ed3\u5e93\u662f\u4e00\u79cd\u7528\u4e8e\u5b58\u50a8\u548c\u7ba1\u7406\u5927\u91cf\u6570\u636e\u7684\u7cfb\u7edf\uff0c\u591a\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c\u5546\u4e1a\u667a\u80fdBI\uff0c\u5c06\u6765\u81ea\u591a\u4e2a\u5f02\u6784\u6570\u636e\u6e90\u7684\u5927\u91cf\u6570\u636e\u6574\u5408\u3001 […]<\/p>\n","protected":false},"author":1,"featured_media":804,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-9"],"_links":{"self":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/803","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/comments?post=803"}],"version-history":[{"count":1,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/803\/revisions"}],"predecessor-version":[{"id":813,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/803\/revisions\/813"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/media\/804"}],"wp:attachment":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/media?parent=803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/categories?post=803"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/tags?post=803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}