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wp-block-paragraph\"><strong>01<\/strong> <strong>\u963f\u91cc\u5df4\u5df4\u6570\u636e\u9700\u6c42\u6d41\u8f6c\u4ecb\u7ecd<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-5.png\" alt=\"\" class=\"wp-image-3080\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u4ed3\u5e93\u5efa\u8bbe\u8fc7\u7a0b\u4e2d\u901a\u5e38\u4f1a\u6709\u4ee5\u4e0b\u51e0\u7c7b\u89d2\u8272\u53c2\u4e0e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u9700\u6c42\u65b9\uff1a\u5305\u62ec\u8fd0\u8425\u540c\u5b66\u3001BI\u3001\u4e1a\u52a1\u4ea7\u54c1\u7ecf\u7406\u7b49\u4e1a\u52a1\u89d2\u8272\uff0c\u8fd9\u7c7b\u89d2\u8272\u5bf9\u6570\u636e\u6982\u5ff5\u4e86\u89e3\u751a\u5c11\uff0c\u53ef\u80fd\u4e5f\u4e0d\u77e5\u9053\u6a21\u578b\u3001\u8868\u3001\u6d3e \u751f\u6307\u6807\u7b49\u4e13\u4e1a\u6570\u636e\u540d\u8bcd\uff0c\u4f46\u8fd9\u7c7b\u89d2\u8272\u5f80\u5f80\u90fd\u662f\u4e1a\u52a1\u4e13\u5bb6\uff0c\u5bf9\u4e1a\u52a1\u60c5\u51b5\u975e\u5e38\u4e86\u89e3\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u4ea7\u54c1\u7ecf\u7406\uff1a\u963f\u91cc\u5185\u90e8\u5927\u90e8\u5206 BU 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-7.png\" alt=\"\" class=\"wp-image-3082\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9664\u4e86\u521a\u624d\u8bb2\u5230\u7684\u6570\u4ed3\u9876\u5c42\u8bbe\u8ba1\u5916\uff0c\u6570\u636e\u89c4\u8303\u7684\u5236\u5b9a\u4e0e\u6267\u884c\uff0c\u4e5f\u662f\u6574\u4e2a\u6570\u4ed3\u5efa\u8bbe\u8fc7\u7a0b\u4e2d\u6700\u96be\u7684\u70b9\u3002\u6570\u636e\u89c4\u8303\uff0c\u5982\u8868\u540d\u89c4\u8303\u5230\u5e95\u5e94\u8be5\u600e\u4e48\u53bb\u5efa\uff0c\u6211\u4eec\u4e5f\u6709\u5df2\u7ecf\u5c06\u5176\u4ee5\u5185\u5bb9\u5448\u73b0\u7684\u65b9\u5f0f\uff0c\u5185\u7f6e\u5728\u6211\u4eec\u7684\u96f6\u552e\u884c\u4e1a\u6a21\u578b\u6a21\u7248\u4e2d\u3002\u8bf8\u5982\u5b57\u6bb5\u547d\u540d\u89c4\u8303\u3001\u5b58\u50a8\u7b56\u7565\u7684\u89c4\u8303\u547d\u540d\u7b49\uff0c\u6211\u4eec\u4e5f\u90fd\u4ee5\u5185\u5bb9\u5185\u7f6e\u3001\u8f93\u5165\u68c0\u6d4b\u3001\u63d0\u4ea4\u5361\u70b9\u7b49\u5f62\u5f0f\u4f53\u73b0\u5728\u4ea7\u54c1\u4e2d\uff0c\u5728\u6700\u5927\u7a0b\u5ea6\u4e0a\u4fdd\u8bc1\u89c4\u8303\u7684\u843d\u5730\u3002<\/p>\n\n\n\n<figure 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src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-9.png\" alt=\"\" class=\"wp-image-3084\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u4e8e\u6570\u636e\u5efa\u6a21\u7684\u4f7f\u7528\u5177\u5907\u4e00\u5b9a\u7684\u7406\u8bba\u95e8\u69db\uff0cDataWorks \u667a\u80fd\u6570\u636e\u5efa\u6a21\u5de5\u4f5c\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u7684\u96f6\u552e\u884c\u4e1a\u6570\u636e\u4ed3\u5e93\u6a21\u578b\u5185\u5bb9\uff0c\u6db5\u76d6\u5927\u90e8\u5206\u5206\u5c42\u5212\u57df\uff0c\u6d89\u53ca\u8ba2\u5355\u3001\u4f1a\u5458\u3001\u5546\u54c1\u7b49\u7ef4\u5ea6\u53ca\u5927\u90e8\u5206\u7684\u6a21\u578b\u548c\u6307\u6807\u3002\u6a21\u578b\u5bfc\u5165\u540e\uff0c\u5728\u5f53\u524d\u9875\u9762\u53ef\u4ee5\u5b8c\u6574\u5730\u770b\u5230\u8fd9\u4e9b\u6a21\u578b\u53ca\u6307\u6807\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>03 <\/strong><strong>\u963f\u91cc\u5df4\u5df4\u6570\u4ed3\u5efa\u6a21\u5b9e\u64cd\u6f14\u793a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-10.png\" alt=\"\" class=\"wp-image-3085\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a5\u4e0b\u6765\u6211\u4f1a\u5e26\u5927\u5bb6\u4e00\u8d77\u505a\u4e00\u4e2a\u6570\u636e\u4ed3\u5e93\u6a21\u578b\u8bbe\u8ba1\u7684\u5b9e\u64cd\u6f14\u793a\u3002\u6570\u636e\u5efa\u6a21\u4e3b\u8981\u6709\u56db\u65b9\u9762\u7684\u5de5\u4f5c\uff1a\u6570\u4ed3\u89c4\u5212\u3001\u6570\u636e\u6807\u51c6\u3001\u6570\u636e\u6307\u6807\u548c\u7ef4\u5ea6\u5efa\u6a21\u3002\u5728\u65e5\u5e38\u7684\u5efa\u6a21\u5de5\u4f5c\u4e2d\uff0c\u67b6\u6784\u5e08\u5148\u5b9a\u4e49\u597d\u6570\u4ed3\u89c4\u5212\u3001\u6570\u636e\u6807\u51c6\u3001\u539f\u5b50\u6307\u6807\u4fee\u9970\u8bcd\uff0c\u518d\u7531\u6a21\u578b\u8bbe\u8ba1\u5e08\u548c\u6570\u636e\u7814\u53d1\u540c\u5b66\u628a\u6a21\u578b\u548c\u6307\u6807\u521b\u5efa\u597d\u3002\u548c\u5efa\u6a21\u5206\u5de5\u4e00\u81f4\uff0cDataWorks \u667a\u80fd\u6570\u636e\u5efa\u6a21\u5728\u4ea7\u54c1\u8bbe\u8ba1\u4e0a\uff0c\u6570\u4ed3\u89c4\u5212\u3001\u6570\u636e\u6807\u51c6\u548c\u6570\u636e\u6307\u6807\u4e5f\u6700\u7ec8\u90fd\u662f\u670d\u52a1\u4e8e\u7ef4\u5ea6\u5efa\u6a21\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-11.png\" alt=\"\" class=\"wp-image-3086\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-12.png\" alt=\"\" class=\"wp-image-3087\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u73b0\u5728\u6211\u4eec\u4e00\u8d77\u770b\u4e00\u4e0b\uff0c\u6574\u4e2a\u6570\u4ed3\u5efa\u6a21\u5b9e\u8df5\u8fc7\u7a0b\u4e2d\uff0c\u5927\u5bb6\u53ef\u80fd\u90fd\u4f1a\u9047\u5230\u7684\u4e00\u4e9b\u95ee\u9898\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5efa\u6a21\u51b7\u542f\u52a8\u96be\u7684\u95ee\u9898\uff1a\u5bf9\u4e8e\u5927\u90e8\u5206\u60f3\u8981\u505a\u597d\u6a21\u578b\u8bbe\u8ba1\u5de5\u4f5c\u7684\u6570\u636e\u4ed3\u5e93\u56e2\u961f\u6765\u8bf4\uff0c\u5728\u6a21\u578b\u8bbe\u8ba1\u521d\u671f\uff0c\u53ef\u80fd\u4f1a\u9762\u4e34\u5f88\u591a\u7684\u5386\u53f2\u5305\u88b1\u3002<\/li>\n\n\n\n<li>\u89c4\u8303\u843d\u5730\u96be\u7684\u95ee\u9898\uff1a\u89c4\u8303\u5236\u5b9a\u975e\u5e38\u96be\uff0c\u5236\u5b9a\u597d\u4e4b\u540e\u843d\u5730\u4e5f\u5f88\u96be\u3002\u6211\u4eec\u4e4b\u524d\u7ecf\u5e38\u4f1a\u53d1\u73b0\u6ca1\u6709\u6309\u7167\u89c4\u8303\u53bb\u505a\u7814\u53d1\uff0c\u5bfc\u81f4\u4e86\u5f88\u591a\u989d\u5916\u7684\u6c9f\u901a\u3002<\/li>\n\n\n\n<li>\u5efa\u6a21\u6548\u7387\u4f4e\u7684\u95ee\u9898\uff1a\u4ece\u4e0d\u5efa\u6a21\u5230\u5efa\u6a21\uff0c\u65e5\u5e38\u5efa\u6a21\u65b9\u5f0f\u4e00\u5b9a\u4f1a\u6709\u6548\u7387\u7684\u964d\u4f4e\u3002<\/li>\n\n\n\n<li>\u6a21\u578b\u8bbe\u8ba1\u548c\u6570\u636e\u7814\u53d1\u8131\u8282\u7684\u95ee\u9898\uff1a\u963f\u91cc\u5185\u90e8\u6570\u636e\u7814\u53d1\u7684\u6a21\u578b\u8bbe\u8ba1\u66f4\u591a\u662f\u7528\u7ebf\u4e0b\u7684 Excel\uff0c\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u6570\u636e\u7814\u53d1\u9636\u6bb5\u6765\u8bb2\uff0c\u80fd\u83b7\u53d6\u7684\u5e2e\u52a9\u4e0d\u662f\u7279\u522b\u591a\uff0c\u8854\u63a5\u7684\u4f53\u9a8c\u5c31\u4f1a\u8f83\u5dee\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0b\u9762\u6765\u5177\u4f53\u5c55\u5f00\u4ecb\u7ecd\u6bcf\u4e00\u4e2a\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u6cd5\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95ee\u98981\uff1a\u5982\u4f55\u89e3\u51b3\u5df2\u6709\u6570\u4ed3\u5efa\u6a21\u51b7\u542f\u52a8\u96be\u7684\u95ee\u9898\uff1f<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-13.png\" alt=\"\" class=\"wp-image-3088\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u4e8e\u5386\u53f2\u539f\u56e0\uff0c\u5f88\u591a\u6a21\u578b\u6ca1\u6cd5\u7ef4\u62a4\uff0c\u8fd8\u5b58\u5728\u5f88\u591a\u76f8\u4f3c\u7684\u6a21\u578b\u6216\u4f4e\u4ef7\u503c\u7684\u6a21\u578b\uff0c\u5f88\u591a\u6a21\u578b\u6ca1\u6709\u5728\u7528\u4e86\uff0c\u4f46\u5b58\u50a8\u8fd8\u5728\u3002\u6211\u4eec\u5e0c\u671b\u5927\u5bb6\u80fd\u591f\u505a\u4e00\u6b21\u5386\u53f2\u6a21\u578b\u7684\u7ebf\u4e0b\u68b3\u7406\uff0c\u68b3\u7406\u51fa\u6765\u540e\uff08\u6211\u4eec\u79f0\u4e3a\u5168\u9762\u5206\u6790\u76d8\u70b9\uff09\uff0c\u4e0b\u7ebf\u5386\u53f2\u4e0a\u6ca1\u6709\u7528\u7684\u6216\u8005\u76f8\u4f3c\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u76f8\u4f3c\u6a21\u578b\u5904\u7406\u5b8c\u6210\u540e\uff0c\u4f1a\u5f62\u6210\u4e00\u4e2a\u6570\u636e\u6a21\u578b\u7684\u603b\u7ebf\u77e9\u9635\uff0c\u8fd9\u4e2a\u603b\u7ebf\u77e9\u9635\u9700\u8981\u53bb\u517c\u5bb9\u4e00\u4e9b\u5386\u53f2\u89c4\u8303\u95ee\u9898\uff0c\u6211\u4eec\u53ef\u4ee5\u501f\u6b64\u628a\u6574\u4e2a\u603b\u7ebf\u77e9\u9635\u68b3\u7406\u597d\uff0c\u6700\u540e\u901a\u8fc7\u4ea7\u54c1\u7684\u65b9\u5f0f\u628a\u5386\u53f2\u5b58\u91cf\u7684\u6a21\u578b\u5bfc\u5165\u5230\u4ea7\u54c1\u91cc\uff0c\u4e5f\u5c31\u5b8c\u6210\u4e86\u5b58\u91cf\u6a21\u578b\u7684\u7ebf\u4e0a\u5316\u7ba1\u7406\u3002\u6700\u7ec8\u7ebf\u4e0b\u6a21\u578b\u5904\u7406\u597d\u4e4b\u540e\uff0c\u5b58\u91cf\u6a21\u578b\u5f00\u59cb\u6b63\u5e38\u5728\u4ea7\u54c1\u4e0a\u505a\u5efa\u6a21\u4e4b\u524d\uff0c\u6211\u4eec\u4f1a\u628a\u7ebf\u4e0b\u5efa\u6a21\u7684\u53e3\u5b50\u5173\u6389\uff0c\u4ece\u800c\u4fdd\u969c\u6a21\u578b\u540e\u7eed\u90fd\u662f\u6bd4\u8f83\u89c4\u8303\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-14.png\" alt=\"\" class=\"wp-image-3089\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u591a\u6570\u67b6\u6784\u5e08\u4f1a\u901a\u8fc7 DataWorks \u9006\u5411\u5efa\u6a21\u628a\u5df2\u7ecf\u7ebf\u4e0b\u6cbb\u7406\u597d\u7684\u5b58\u91cf\u6a21\u578b\u4e00\u6b21\u6027\u6279\u91cf\u5bfc\u5165\u5230 DataWorks \u4ea7\u54c1\u91cc\uff0c\u5bfc\u5165\u540e\u518d\u53bb\u6b63\u5411\u5efa\u6a21\u6216\u4fee\u6539\u3002\u8fd9\u91cc\u6211\u4eec\u5efa\u8bae\u6700\u597d\u662f\u505a\u597d\u7ebf\u4e0b\u68b3\u7406\u4e4b\u540e\u518d\u4f7f\u7528\u8fd9\u4e2a\u529f\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95ee\u98982\uff1a\u5982\u4f55\u89e3\u51b3\u6570\u4ed3\u89c4\u8303\u843d\u5730\u96be\u7684\u95ee\u9898\uff1f&nbsp;<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-15.png\" alt=\"\" class=\"wp-image-3090\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9006\u5411\u5efa\u6a21\u4e4b\u540e\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u53bb\u5173\u6389\u7ebf\u4e0b\u6240\u6709\u80fd\u591f\u53bb\u5efa\u6a21\u7684\u53e3\u5b50\uff0c\u6211\u4eec\u7684\u505a\u6cd5\u662f\u5728\u7cfb\u7edf\u91cc\u628a\u5efa\u6a21\u68c0\u67e5\u5668\u914d\u7f6e\u597d\uff0c\u5176\u4f5c\u7528\u662f\u540e\u7eed\u6240\u6709\u4eba\u8981\u53bb\u5f00\u53d1\u6570\u4ed3\u6838\u5fc3\u8868\u65f6\uff0c\u5fc5\u987b\u8981\u5efa\u6a21\uff0c\u4e0d\u80fd\u76f4\u63a5\u4e0a\u7ebf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-16.png\" alt=\"\" class=\"wp-image-3091\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u89c4\u8303\u843d\u5730\u6bd4\u8f83\u5178\u578b\u7684\u573a\u666f\u662f\u8868\u540d\u89c4\u8303\uff0c\u8fc7\u53bb\u5927\u5bb6\u9700\u8981\u8bb0\u8868\u540d\u89c4\u5219\u662f\u4ec0\u4e48\uff0c\u89c4\u5219\u91cc\u7684\u6bcf\u4e2a\u8bcd\u5230\u5e95\u5e94\u8be5\u600e\u4e48\u5199\uff0c\u800c\u73b0\u5728\u5df2\u7ecf\u5b8c\u5168\u4ea7\u54c1\u5316\uff0c\u6a21\u578b\u8bbe\u8ba1\u5e08\u65b0\u5efa\u4e00\u4e2a\u6a21\u578b\u65f6\uff0c\u4f1a\u8c03\u7528\u5bf9\u5e94\u5206\u5c42\u4e0b\u7684\u6a21\u578b\u547d\u540d\u89c4\u5219\uff0c\u628a\u8868\u540d\u81ea\u52a8\u751f\u6210\u51fa\u6765\uff0c\u76f4\u63a5\u907f\u514d\u4e86\u6a21\u578b\u547d\u540d\u4e0d\u89c4\u8303\u7684\u60c5\u51b5\u51fa\u73b0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95ee\u98983\uff1a\u5982\u4f55\u63d0\u5347\u6a21\u578b\u8bbe\u8ba1\u7684\u5de5\u4f5c\u6548\u7387\uff1f<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-17.png\" alt=\"\" class=\"wp-image-3092\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6307\u6807\u8bbe\u8ba1\u65b9\u9762\uff0c\u6700\u91cd\u8981\u7684\u4e00\u4e2a\u70b9\u662f\u901a\u8fc7\u52fe\u9009\u539f\u5b50\u6307\u6807\u3001\u4fee\u9970\u8bcd\u3001\u65f6\u95f4\u5468\u671f\u6279\u91cf\u751f\u6210\u6d3e\u751f\u6307\u6807\uff0c\u751f\u6210\u540e\u518d\u505a\u6c47\u603b\u5c42\u6a21\u578b\u548c\u5e94\u7528\u5c42\u6a21\u578b\u5efa\u8bbe\uff0c\u6548\u7387\u5c31\u4f1a\u9ad8\u5f88\u591a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-18.png\" alt=\"\" class=\"wp-image-3093\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6570\u636e\u6a21\u578b\u521b\u5efa\u65f6\uff0c\u4e00\u4e2a\u7ecf\u5178\u7684\u5efa\u6a21\u573a\u666f\u662f\u4ece\u8868\u5bfc\u5165\u518d\u5b57\u6bb5\u5197\u4f59\u3002\u4ee5\u660e\u7ec6\u8868\u6a21\u578b\u521b\u5efa\u4e3a\u4f8b\uff0cDWD \u4f1a\u57fa\u4e8e ODS \u7684\u6570\u636e\u8868\u7ed3\u6784\uff0c\u76f4\u63a5\u5bfc\u5165\uff0c\u57fa\u672c\u4e0a\u4e0d\u4f1a\u505a\u6539\u53d8\uff0c\u53ea\u662f\u57fa\u4e8e\u8fd9\u4e2a\u57fa\u7840\u505a\u4e00\u4e9b\u810f\u6570\u636e\u5904\u7406\uff0c\u7136\u540e\u518d\u628a\u7ecf\u5e38\u9700\u8981\u5206\u6790\u7684\u7ef4\u5ea6\u5197\u4f59\u5230 DWD \u8fd9\u5f20\u8868\u91cc\u6765\uff0c\u8fd9\u65f6\u5c31\u53ef\u4ee5\u5feb\u901f\u5b8c\u6210 DWD \u7684\u6a21\u578b\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7\u8fd9\u6837\u7684\u5efa\u6a21\u65b9\u5f0f\u540e\u7eed\u751f\u6210\u7684 ETL \u4ee3\u7801\u5c31\u4f1a\u975e\u5e38\u89c4\u8303\u3002\u57fa\u672c\u4e0a\u53ea\u9700\u8981\u6dfb\u52a0\u4e00\u4e0b where \u6761\u4ef6\u4ee5\u53ca case when\u7b49\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u6c47\u603b\u8868\u548c\u5e94\u7528\u8868\uff0c\u901a\u5e38\u662f\u76f4\u63a5\u4ece\u6307\u6807\u5bfc\u5165\uff0c\u628a\u6570\u636e\u6307\u6807\u4e2d\u521b\u5efa\u597d\u7684\u6d3e\u751f\u6307\u6807\u76f4\u63a5\u5bfc\u5165\u5230\u6a21\u578b\u5b57\u6bb5\u91cc\u6765\uff0c\u6307\u6807\u540d\u79f0\u76f4\u63a5\u4f5c\u4e3a\u5b57\u6bb5\u540d\u79f0\uff0c\u8fd9\u6837\u540e\u7eed\u5e94\u7528\u7406\u89e3\u4e0a\u4e5f\u975e\u5e38\u65b9\u4fbf\uff0c\u800c\u4e14\u4e5f\u80fd\u591f\u7edf\u4e00\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-19.png\" alt=\"\" class=\"wp-image-3094\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8ff0\u4ecb\u7ecd\u7684\u662f\u65b0\u5efa\u6a21\u578b\u7684\u573a\u666f\uff0c\u5982\u679c\u8981\u4fee\u6539\u6a21\u578b\uff0c\u5efa\u8bae\u901a\u8fc7\u4ee3\u7801\u5efa\u6a21\uff0c\u4ee3\u7801\u6a21\u5f0f\u4f1a\u652f\u6301\u5e38\u7528\u7684 MaxCompute&nbsp;DDL\u3001Hive&nbsp;DDL \u7b49<strong>\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-20.png\" alt=\"\" class=\"wp-image-3095\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4ee3\u7801\u6a21\u5f0f\u4e2d\uff0c\u6211\u4eec\u4e5f\u652f\u6301\u6839\u636e select \u8bed\u53e5\u5feb\u901f\u751f\u6210\u6a21\u578b\uff0c\u8fd9\u4e2a\u529f\u80fd\u975e\u5e38\u9002\u7528\u4e8e\u5e73\u65f6\u559c\u6b22\u5148\u5206\u6790\u6570\u636e\uff0c\u5199\u597d ETL \u4ee3\u7801\uff0c\u518d\u53bb\u505a\u6a21\u578b\u8bbe\u8ba1\u7684\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95ee\u98984\uff1a\u5982\u4f55\u89e3\u51b3\u6a21\u578b\u8bbe\u8ba1\u4e0e\u6570\u636e\u7814\u53d1\u8131\u8282\u7684\u95ee\u9898\uff1f<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-21.png\" alt=\"\" class=\"wp-image-3096\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u5bb6\u5bf9\u76f4\u63a5\u521b\u5efa\u7269\u7406\u8868\u7684\u65b9\u5f0f\u53ef\u80fd\u4f1a\u6bd4\u8f83\u719f\u6089\uff0c\u5728 DataWorks \u667a\u80fd\u6570\u636e\u5efa\u6a21\u4e2d\u521b\u5efa\u6a21\u578b\u518d\u8fdb\u884c\u7269\u5316\u65f6\uff0c\u65e0\u9700\u518d\u7f16\u5199 DDL \u8bed\u53e5\uff0c\u53ef\u76f4\u63a5\u5c06\u6a21\u578b\u53d1\u5e03\u4e3a\u7269\u7406\u8868\uff0c\u53ea\u8981\u5728\u4ea7\u54c1\u4e0a\u9009\u8981\u53d1\u5e03\u5230\u54ea\u91cc\u3001\u53d1\u5e03\u5230\u54ea\u4e2a\u73af\u5883\u7b49\u5373\u53ef\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-22.png\" alt=\"\" class=\"wp-image-3097\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b80\u4ee3\u7801\u6253\u901a\u4e86\u6a21\u578b\u8bbe\u8ba1\u548c\u6570\u636e\u7814\u53d1\uff0c\u5148\u505a\u597d\u6a21\u578b\u8bbe\u8ba1\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u6a21\u578b\u7684\u6570\u636e\u5f00\u53d1\u529f\u80fd\uff0c\u81ea\u52a8\u751f\u6210\u6a21\u578b\u5bf9\u5e94\u7684 ETL \u4ee3\u7801\uff0c\u5e76\u6253\u901a\u6570\u636e\u5f00\u53d1\uff0c\u5c06\u4ee3\u7801\u52a0\u8f7d\u5230\u6570\u636e\u5f00\u53d1\u4e2d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-23.png\" alt=\"\" class=\"wp-image-3098\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u6a21\u578b\u8bbe\u8ba1\u597d\u4e4b\u540e\uff0c\u4e00\u822c\u90fd\u662f\u7528\u4e8e\u7ed9\u5927\u5bb6\u53bb\u4f7f\u7528\u7684\uff0c\u6211\u4eec\u4e00\u822c\u4f1a\u5c06\u7a33\u5b9a\u4e0b\u6765\u7684\u6a21\u578b\u5728\u8d44\u4ea7\u4e2d\u8fdb\u884c\u4e0a\u67b6\u64cd\u4f5c\uff0c\u8fd9\u6837\u6a21\u578b\u5c31\u53ef\u4ee5\u88ab\u5927\u5bb6\u627e\u5230\u548c\u6d88\u8d39\u3002\u6570\u636e\u5efa\u6a21\u7684\u5206\u5c42\u5212\u57df\u53ef\u4ee5\u548c\u8d44\u4ea7\u76ee\u5f55\u505a\u597d\u6620\u5c04\uff0c\u6253\u901a\u4e4b\u540e\u6a21\u578b\u53ef\u4ee5\u81ea\u52a8\u4e0a\u67b6\u5230\u6570\u636e\u8d44\u4ea7\u4ee5\u88ab\u627e\u5230\u548c\u6d88\u8d39\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>04<\/strong> <strong>\u6570\u636e\u6a21\u578b\u5e94\u7528-\u6570\u636e\u8d44\u4ea7\u4ecb\u7ecd<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-24.png\" alt=\"\" class=\"wp-image-3099\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">DataWorks \u6570\u636e\u8d44\u4ea7 3D \u5168\u666f\u56fe\uff0c\u65e8\u5728\u5c55\u793a\u4f01\u4e1a\u6570\u636e\u8d44\u4ea7\u7684\u5168\u8c8c\uff0c\u8ba9\u6570\u4ed3\u540c\u5b66\u7684\u5de5\u4f5c\u80fd\u591f\u663e\u6027\u5316\u4f53\u73b0\u51fa\u6765\u5e76\u4e14\u80fd\u4f53\u73b0\u51fa\u4e1a\u52a1\u4ef7\u503c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-25.png\" alt=\"\" class=\"wp-image-3100\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8d44\u4ea7\u6982\u89c8\u662f\u4e00\u4e9b\u6bd4\u8f83\u5e38\u89c4\u7684\u7edf\u8ba1\u6027\u7684\u4fe1\u606f\uff0c\u8d44\u4ea7\u7ba1\u7406\u5458\u53ef\u4ee5\u5728\u8fd9\u91cc\u4ece\u4e0d\u540c\u7ef4\u5ea6\u6765\u89c2\u5bdf\u4f01\u4e1a\u6570\u636e\u8d44\u4ea7\u7684\u5206\u5e03\u60c5\u51b5\uff0c\u4fbf\u4e8e\u505a\u597d\u4f01\u4e1a\u6570\u636e\u8d44\u4ea7\u76d8\u70b9\u5de5\u4f5c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-26.png\" alt=\"\" class=\"wp-image-3101\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8d44\u4ea7\u5e02\u573a\u66f4\u52a0\u9002\u5408\u4e8e\u4e1a\u52a1\u4eba\u5458\u65e5\u5e38\u53bb\u627e\u6570\u636e\u8d44\u4ea7\u53ca\u7528\u8d44\u4ea7\uff0c\u7ba1\u7406\u5458\u53ef\u4ee5\u5c06\u5e0c\u671b\u5f00\u653e\u7ed9\u4e1a\u52a1\u4eba\u5458\u7684\u6570\u636e\u8d44\u4ea7\u8fdb\u884c\u4e0a\u67b6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/12\/image-27.png\" alt=\"\" class=\"wp-image-3102\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u540e\u8bb2\u4e00\u4e0b\u6a21\u578b\u7684\u5e94\u7528\uff0c\u6a21\u578b\u4e00\u65e6\u7269\u5316\u4e4b\u540e\uff0c\u5728\u6570\u636e\u8d44\u4ea7\u4e0a\u4e5f\u53ef\u4ee5\u76f4\u63a5\u53bb\u505a\u5b57\u6bb5\u7684\u52fe\u9009\u4ee5\u53ca SQL \u5206\u6790\uff0c\u5b8c\u5168\u662f\u96f6\u4ee3\u7801\uff0c\u5f53\u7136\u53ea\u662f\u5355\u8868\u5efa\u6a21\u5355\u8868\u5206\u6790\uff0c\u7ed3\u675f\u540e\u5c31\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7d\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>05<\/strong> <strong>Q\u00a0&amp; A<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\"><strong>\u95ee\uff1aDataWorks \u662f\u5426\u652f\u6301\u62c9\u94fe\u8868\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b54\uff1a\u62c9\u94fe\u7684\u81ea\u52a8\u751f\u6210\uff0c\u73b0\u5728\u8fd8\u6ca1\u6709\u5bf9\u5916\u5f00\u653e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95ee\uff1a\u6570\u636e\u8d44\u4ea7\u662f\u600e\u4e48\u5206\u4eab\u7684\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b54\uff1a&nbsp;\u6211\u4eec\u662f\u7531\u7ba1\u7406\u5458\u5f00\u653e\u6240\u9700\u5171\u4eab\u7684\u8d44\u4ea7\uff0c\u653e\u5728\u6570\u636e\u8d44\u4ea7\u6a21\u5757\u91cc\u3002\u666e\u901a\u4e1a\u52a1\u4eba\u5458\u95f4\u7684\u8d44\u4ea7\u5206\u4eab\uff0c\u73b0\u5728\u8fd8\u662f\u901a\u8fc7\u76f4\u63a5\u53d1\u4ea7\u54c1\u5730\u5740\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DataWorks \u667a\u80fd\u6570\u636e\u5efa\u6a21\u76ee\u524d\u5df2\u7ecf\u5728\u963f\u91cc\u4e91\u4e0a\u5546\u4e1a\u5316\uff0c\u5f53\u524d\u63a8\u51fa\u4e2a\u4eba\u7248\u672c\uff0c6\u4e2a\u6708\u4ec5\u970060\u5143\uff0c\u5e76\u8d60\u9001\u96f6\u552e\u7535\u5b50\u5546\u52a1\u6a21\u677f\u548c\u5b66\u4e60\u6559\u7a0b\u4f9b\u5404\u4f4d\u5f00\u53d1\u8005\u4f7f\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ee5\u4e0a\u5c31\u662f\u672c\u6b21\u5206\u4eab\u7684\u5185\u5bb9\uff0c\u8c22\u8c22\u5927\u5bb6\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5206\u4eab\u5609\u5bbeINTRODUCTION<br>\u7231\u6850<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dataworks \u4ea7\u54c1\u4e13\u5bb6<br>\u963f\u91cc\u5df4\u5df4\u96c6\u56e2<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u963f\u91cc\u4e91&nbsp;DataWorks&nbsp;\u4ea7\u54c1\u4e13\u5bb6\uff0c\u4e3b\u8981\u8d1f\u8d23\u6570\u636e\u5efa\u6a21\u3001\u6570\u636e\u8d44\u4ea7\u53ca\u6570\u636e\u5206\u6790\u7b49\u4ea7\u54c1\u5de5\u4f5c\u3002\u963f\u91cc\u5df4\u5df49\u5e74\u6570\u636e\u4ea7\u54c1\u5de5\u4f5c\uff0c\u66fe\u5148\u540e\u5728\u5b89\u5168\u90e8\u53ca\u5929\u732b\u7cbe\u7075\u4ece\u4e8b\u6570\u636e\u4ea7\u54c1\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u6765\u6e90\uff1a\u201cDataFunSummit\u201d\u5fae\u4fe1\u516c\u4f17\u53f7<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bfb\u00a0\u963f\u91cc\u4e91\u5927\u6570\u636e\u5f00\u53d1\u6cbb\u7406\u5de5\u5177 Data &hellip;<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,15],"tags":[],"class_list":["post-3079","post","type-post","status-publish","format-standard","hentry","category-17","category-15"],"_links":{"self":[{"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/posts\/3079","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/comments?post=3079"}],"version-history":[{"count":2,"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/posts\/3079\/revisions"}],"predecessor-version":[{"id":3104,"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/posts\/3079\/revisions\/3104"}],"wp:attachment":[{"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/media?parent=3079"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/categories?post=3079"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dama.org.cn\/wordpress\/wp-json\/wp\/v2\/tags?post=3079"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}