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SQL \u811a\u672c\u8840\u7f18\u89e3\u6790\uff0c\u8840\u7f18\u51c6\u786e\u7387 99 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\u5168\u94fe\u8def\u6570\u636e\u8d28\u91cf\u98ce\u9669\u96be\u8bc6\u522b\uff0c\u6570\u636e\u53d8\u66f4\u4e0a\u4e0b\u6e38\u534f\u540c\u96be\uff0c\u4e8b\u524d\u9632\u63a7\u624b\u6bb5\u5c11\uff0c\u6570\u636e\u8d44\u635f\u5f71\u54cd\u5927\u3002<\/strong><\/p>\n\n\n\n<p>\u6570\u636e\u8d28\u91cf\u6cbb\u7406\u591a\u4e3a\u95ee\u9898\u5bfc\u5411\u3001\u88ab\u52a8\u5f0f\u5e94\u5bf9\uff0c\u96be\u4ee5\u8fdb\u884c\u6570\u636e\u8d28\u91cf\u95ee\u9898\u7684\u4e3b\u52a8\u524d\u7f6e\u9884\u8b66\uff0c\u4f8b\u5982\u4e0a\u6e38\u7cfb\u7edf\u5207\u5e93\uff0c\u4e0b\u6e38\u5f80\u5f80\u662f\u4e8b\u540e\u901a\u8fc7\u4e1a\u52a1\u53cd\u9988\u6216\u8005\u76d1\u63a7\u62a5\u8b66\u624d\u80fd\u611f\u77e5\uff0c\u5982\u679c\u6570\u636e\u8d44\u635f\u5df2\u7ecf\u53d1\u751f\uff0c\u5219\u65e0\u53ef\u633d\u56de\u3002\u5bf9\u91cd\u70b9\u4e1a\u52a1\u4f7f\u7528\u7684\u6570\u636e\u8303\u56f4\u7504\u522b\u4f9d\u8d56\u4eba\u5de5\u68b3\u7406\u548c\u6253\u6807\uff0c\u5bb9\u6613\u9020\u6210\u9519\u6f0f\uff1b\u94fe\u8def\u68b3\u7406\u7ed3\u679c\u4e5f\u662f\u9759\u6001\uff0c\u5982\u679c\u6709\u6570\u636e\u4e0a\u4e0b\u7ebf\u7684\u53d8\u66f4\uff0c\u8d44\u4ea7\u4fdd\u969c\u8303\u56f4\u65e0\u6cd5\u8fdb\u884c\u81ea\u52a8\u4fdd\u9c9c\uff0c\u5bb9\u6613\u5bfc\u81f4\u51b3\u7b56\u5ef6\u8bef\uff0c\u6216\u8005\u6295\u5165\u5927\u91cf\u4eba\u529b\u91cd\u65b0\u8fdb\u884c\u786e\u8ba4\u3002<\/p>\n\n\n\n<p>\u4e0a\u8ff0\u6570\u636e\u8d44\u4ea7\u7ba1\u7406\u5de5\u4f5c\u9762\u4e34\u7684\u6311\u6218\uff0c\u5f88\u5927\u539f\u56e0\u662f\u56e0\u4e3a\u5143\u6570\u636e\u6280\u672f\u80fd\u529b\u5b58\u5728\u74f6\u9888\uff0c\u7279\u522b\u662f\u5728\u6784\u5efa\u201c\u4f01\u4e1a\u6570\u636e\u8d44\u4ea7\u4e00\u5f20\u56fe\u201d\u7684\u8fc7\u7a0b\u4e2d\uff0c\u8840\u7f18\u89e3\u6790\u80fd\u529b\u3001\u5143\u6570\u636e\u6316\u6398\u5206\u6790\u80fd\u529b\u4e0d\u8db3\uff0c\u5bfc\u81f4\u6570\u636e\u7ba1\u7406\u65e0\u6cd5\u4ece\u201c\u624b\u52a8\u201d\u63d0\u5347\u5230\u201c\u81ea\u52a8\u201d\uff0c\u4ece\u4f9d\u8d56\u4eba\u5de5\u76d8\u70b9\u5230\u5b9e\u73b0\u5143\u6570\u636e\u77e5\u8bc6\u6df1\u5ea6\u6316\u6398\u3002<\/p>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u676d\u5dde\u94f6\u884c\u51b3\u5b9a\u5347\u7ea7\u8840\u7f18\u6280\u672f\u80fd\u529b\uff0c\u6784\u5efa\u4f01\u4e1a\u5168\u57df\u5143\u6570\u636e\u77e5\u8bc6\u56fe\u8c31\uff0c\u5229\u7528\u667a\u80fd\u8840\u7f18\u5206\u6790\u80fd\u529b\uff0c\u5c06\u4f01\u4e1a\u7684\u6570\u636e\u8d44\u4ea7\u8fdb\u884c\u5f52\u7eb3\u63d0\u70bc\uff0c\u8ba9\u4f01\u4e1a\u6570\u636e\u8d44\u4ea7\u4ece\u4fe1\u606f\u9636\u6bb5\u8fdb\u9636\u5230\u77e5\u8bc6\u9636\u6bb5\uff0c\u5e76\u8d4b\u4e88\u6570\u636e\u7ba1\u7406\u5de5\u4f5c\u957f\u6548\u5316\u548c\u667a\u80fd\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"154\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2024\/05\/image-91.png\" alt=\"\" class=\"wp-image-4137\" \/><\/figure>\n\n\n\n<p>\u4e3a\u5e94\u5bf9\u4e0a\u8ff0\u7ba1\u7406\u6311\u6218\uff0c\u89e3\u51b3\u5143\u6570\u636e\u6280\u672f\u80fd\u529b\u74f6\u9888\uff0c\u676d\u5dde\u94f6\u884c\u4e0e Aloudata \u5927\u5e94\u79d1\u6280\u5408\u4f5c\uff0c\u501f\u52a9 Aloudata BIG 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\/><\/figure>\n\n\n\n<p>\u5148\u524d\u7531\u4e8e\u4e1a\u52a1\u6e90\u3001\u6570\u636e\u6e56\u3001\u6570\u636e\u4ed3\u5e93\u548c\u4e1a\u52a1\u5e94\u7528\u5272\u88c2\uff0c\u5404\u7cfb\u7edf\u5185\u5143\u6570\u636e\u91c7\u96c6\u8986\u76d6\u5ea6\u548c\u8840\u7f18\u89e3\u6790\u51c6\u786e\u5ea6\u53c2\u5dee\u4e0d\u9f50\uff0c\u8de8\u96c6\u7fa4\u3001\u8de8\u5e73\u53f0\u3001\u8de8\u90e8\u95e8\u7684\u8840\u7f18\u4e00\u76f4\u65e0\u6cd5\u5b9e\u73b0\uff0c\u65e0\u6cd5\u4ee5\u4f01\u4e1a\u89c6\u89d2\u53bb\u53d1\u73b0\u548c\u6316\u6398\u6570\u636e\u4ef7\u503c\u3002\u5143\u6570\u636e\u91c7\u96c6\u548c\u8840\u7f18\u89e3\u6790\u5de5\u4f5c\u504f\u5411\u9700\u6c42\u9a71\u52a8\uff0c\u6ca1\u6709\u5f62\u6210\u7cfb\u7edf\u5316\u89e3\u51b3\u65b9\u6848\uff1b\u65b0\u5143\u6570\u636e\u6e90\u7684\u63a5\u5165\u8d39\u65f6\u8d39\u529b\uff0c\u65e7\u5143\u6570\u636e\u6e90\u7684\u66f4\u65b0\u9700\u8981\u6392\u671f\u89e3\u51b3\uff0c\u6574\u4f53\u5143\u6570\u636e\u4f53\u7cfb\u7684\u5efa\u8bbe\u6548\u7387\u4f4e\uff0c\u8ddf\u4e0d\u4e0a\u4e1a\u52a1\u5bf9\u5143\u6570\u636e\u667a\u80fd\u5316\u7684\u8981\u6c42\u3002<\/p>\n\n\n\n<p>\u4e3a\u6784\u5efa\u201c\u4f01\u4e1a\u6570\u636e\u8d44\u4ea7\u4e00\u5f20\u56fe\u201d\uff0c\u676d\u5dde\u94f6\u884c\u9996\u5148\u6807\u51c6\u5316\u4e86\u5143\u6570\u636e\u91c7\u96c6\u65b9\u6848\u548c\u5143\u6570\u636e\u6a21\u578b\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u91c7\u96c6\u4e00\u5207\u4e0e\u6570\u636e\u8d44\u4ea7\u76f8\u5173\u7684\u5143\u6570\u636e\uff0c\u5c24\u5176\u662f\u8868\u3001\u89c6\u56fe\u3001\u4efb\u52a1\u3001\u4ee3\u7801\u3001\u6307\u6807\u3001\u62a5\u8868\u7b49\u6838\u5fc3\u6570\u636e\u8d44\u4ea7\uff0c\u5c06\u4f01\u4e1a\u4e2d\u5f02\u6784\u5206\u6563\u7684\u5143\u6570\u636e\u6c47\u96c6\u5230\u4e00\u5904\u8fdb\u884c\u7edf\u4e00\u5efa\u6a21\u548c\u7ba1\u7406\uff0c\u5b9e\u73b0\u4f01\u4e1a\u7edf\u4e00\u7684\u5143\u6570\u636e\u7ba1\u7406\u548c\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u5728\u8840\u7f18\u7cbe\u7ec6\u5ea6\u4e0a\uff0c<strong>\u676d\u5dde\u94f6\u884c<\/strong><strong>\u5c06\u8868\u7ea7\u8840\u7f18\u5347\u7ea7\u5230\u4e86\u5217\u7b97\u5b50\u8840\u7f18<\/strong>\u3002\u5217\u7b97\u5b50\u8840\u7f18\u662f\u4e00\u79cd\u6bd4\u5b57\u6bb5\u8840\u7f18\u66f4\u7ec6\u81f4\u3001\u5e94\u7528\u573a\u666f\u66f4\u4e30\u5bcc\u7684\u8840\u7f18\u89e3\u6790\u548c\u5e94\u7528\u6280\u672f\u3002Aloudata \u5229\u7528 SQL \u7f16\u8bd1\u5668\u7684 AST(\u865a\u62df\u8bed\u6cd5\u6811\uff09\u6280\u672f\uff0c\u5c06 ETL \u4efb\u52a1\u811a\u672c\u6216\u8005\u6267\u884c\u65e5\u5fd7\u4e2d\u7684 SQL \u4ee3\u7801\u89e3\u6790\u6210\u201c\u7b97\u5b50\u5bf9\u8c61\u201d\uff0c\u7cbe\u51c6\u5730\u62bd\u53d6\u51fa\u5b57\u6bb5\u7684\u201c\u76f4\u63a5\u52a0\u5de5\u903b\u8f91\u201c\u548c\u8fc7\u6ee4\u6c47\u603b\u7b49\u201c\u95f4\u63a5\u5f71\u54cd\u5173\u7cfb\u201d\uff0c\u5b9e\u73b0\u66f4\u7cbe\u7ec6\u7684\u8840\u7f18\u5173\u7cfb\u523b\u753b\u3001\u66f4\u51c6\u786e\u7684\u6eaf\u6e90\u548c\u5f71\u54cd\u9762\u5206\u6790\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"539\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2024\/05\/image-88.png\" alt=\"\" class=\"wp-image-4134\" \/><\/figure>\n\n\n\n<p>\u501f\u52a9\u201c\u7b97\u5b50\u5bf9\u8c61\u201d\u8fd9\u6837\u7cbe\u7ec6\u7c92\u5ea6\u7684\u8840\u7f18\u5206\u6790\u80fd\u529b\uff0c\u4ee5\u5f80\u9700\u8981\u5927\u91cf\u4eba\u529b\u548c\u4e13\u5bb6\u7ecf\u9a8c\u624d\u80fd\u505a\u597d\u7684\u6570\u636e\u7ba1\u7406\u5de5\u4f5c\uff0c\u73b0\u5728\u53ef\u4ee5\u901a\u8fc7\u7a0b\u5e8f\u5316\u5b9e\u73b0\uff0c\u4f8b\u5982\u81ea\u52a8\u5316\u53d8\u66f4\u5f71\u54cd\u5206\u6790\u3001\u5168\u94fe\u8def\u6570\u636e\u8d28\u91cf\u5f71\u54cd\u5206\u6790\u3001\u201c\u540c\u4e49\u4e0d\u540c\u540d\u201d\u7684\u6307\u6807\u6eaf\u6e90\u5224\u91cd\u3001\u4e1a\u52a1\u5143\u6570\u636e\u8bed\u4e49\u6316\u6398\u3001\u6570\u636e\u6807\u51c6\u81ea\u52a8\u6253\u6807\u6269\u6563\u7b49\u65b9\u6848\u90fd\u80fd\u5728\u6211\u884c\u843d\u5730\uff0c\u8fd9\u4e5f\u662f\u4f20\u7edf\u8840\u7f18\u65e0\u6cd5\u505a\u5230\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u5728\u8840\u7f18\u51c6\u786e\u5ea6\u4e0a\u5c06\u4f7f\u7528\u91cf\u5316\u6307\u6807\u6765\u76d1\u63a7\u6574\u4f53\u8840\u7f18\u53ef\u7528\u6027\u6c34\u4f4d\uff0c\u76ee\u524d\u676d\u5dde\u94f6\u884c\u5df2\u7ecf<strong>\u8fbe\u5230\u4e86<\/strong><strong>\u8840\u7f18\u89e3\u6790\u51c6\u786e\u7387 99+% \u7684\u6210\u679c<\/strong>\uff0c\u53ef\u4ee5\u652f\u6301\u5404\u9879\u6570\u636e\u7ba1\u7406\u65b9\u6848\u7684\u201c\u653e\u5fc3\u201d\u4f7f\u7528\u3002\u6bcf\u65e5\u89e3\u6790\u62a5\u9519\u4f1a\u8fdb\u884c\u767d\u76d2\u5316\u95ee\u9898\u5c55\u793a\u5e76\u81ea\u52a8\u9519\u8bef\u5f52\u56e0\uff0c\u914d\u5408\u6309\u4e1a\u52a1\u89c4\u5219\u5b9a\u5236\u7684\u8840\u7f18\u81ea\u68c0\u65b9\u6848\uff0c\u4e3b\u52a8\u53d1\u73b0\u8840\u7f18\u56fe\u8c31\u4e2d\u7684 bad-case\uff0c\u4e0d\u65ad\u6539\u8fdb\u548c\u7ef4\u6301\u8840\u7f18\u9ad8\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\uff0c\u676d\u5dde\u94f6\u884c\u6570\u636e\u8d44\u4ea7\u7ba1\u7406\u5e73\u53f0\u5df2\u7ecf<strong>\u7eb3\u7ba1\u6570\u5341\u4e07\u4e2a\u5143\u6570\u636e\u5b9e\u4f53<\/strong>\uff0c\u5305\u62ec PostgreSQL\u3001Hive\u3001SparkSQL\u3001Impala\u3001Oracle\u3001MySQL \u7b49\u65b9\u8a00\u7f16\u5199\u7684 SQL \u811a\u672c\u3001\u8868\u548c\u89c6\u56fe\uff0c\u7aef\u5230\u7aef\u8fde\u901a\u4ece\u4e1a\u52a1\u6e90\u7aef\u6570\u636e\u5e93\u5230\u5e94\u7528\u7aef\u62a5\u8868\u7684\u7b97\u5b50\u8840\u7f18\u56fe\u8c31\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u76f8\u4e92\u5173\u8054\u7684\u6570\u636e\u8840\u7f18\u56fe\u8c31\u548c\u6570\u636e\u8bed\u4e49\u56fe\u8c31\uff0c\u6570\u636e\u8d44\u4ea7\u7ba1\u7406\u5e73\u53f0\u5b9e\u73b0\u4e86\u4e3b\u52a8\u4fdd\u9c9c\u3001\u667a\u80fd\u9a71\u52a8\u3001\u5f00\u653e\u96c6\u6210\u7684\u5143\u6570\u636e\u7ba1\u7406\u80fd\u529b\uff0c\u8ba9\u6bcf\u4e00\u4e2a\u4eba\u90fd\u80fd\u5feb\u901f\u53d1\u73b0\u548c\u7406\u89e3\u6570\u636e\uff0c\u5e76\u5b9e\u73b0\u4e3b\u52a8\u6301\u7eed\u7684\u6570\u636e\u8d44\u4ea7\u6cbb\u7406\u53ca\u4f18\u5316\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"101\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2024\/05\/image-87.png\" alt=\"\" class=\"wp-image-4133\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"675\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2024\/05\/image-86.png\" alt=\"\" class=\"wp-image-4132\" \/><\/figure>\n\n\n\n<p>\u8be5\u91cd\u70b9\u4e1a\u52a1\u7684\u6570\u636e\u8d28\u91cf\u4fdd\u969c\u89e3\u51b3\u65b9\u6848\u53ef\u4ee5\u6982\u8ff0\u4e3a\uff1a\u4e00\u4e2a\u6570\u636e\u57fa\u7840+\u4e09\u4e2a\u573a\u666f\u65b9\u6848\u3002\u201c\u4e00\u4e2a\u6570\u636e\u57fa\u7840\u201d\u662f\u6307\u524d\u9762\u63d0\u5230\u7684\u6784\u5efa\u7aef\u5230\u7aef\u6253\u901a\u3001\u9ad8\u51c6\u786e\u5ea6\u7684\u5217\u7b97\u5b50\u8840\u7f18\u56fe\u8c31\uff0c\u8fd9\u662f\u4fdd\u969c\u5de5\u4f5c\u7684\u57fa\u7840\u4f9d\u8d56\u3002\u201c\u4e09\u4e2a\u573a\u666f\u65b9\u6848\u201d\u5305\u62ec\uff1a<\/p>\n\n\n\n<p><strong>\uff081\uff09\u4e3b\u52a8\u611f\u77e5\uff1a\u91cd\u70b9\u94fe\u8def\u7cbe\u51c6\u8bc6\u522b\u3001\u94fe\u8def\u53d8\u5316\u52a8\u6001\u4fdd\u9c9c<\/strong><\/p>\n\n\n\n<p>\u5229\u7528 Aloudata BIG \u4ea7\u54c1\u80fd\u529b\uff0c\u676d\u5dde\u94f6\u884c\u6570\u636e\u8d44\u4ea7\u7ba1\u7406\u5e73\u53f0\u63d0\u4f9b\u5143\u6570\u636e\u6807\u7b7e\u81ea\u52a8\u5316\u6269\u6563\u529f\u80fd\uff0c\u53ef\u4ee5\u4ece\u5e94\u7528\u573a\u666f\u7aef\u7684\u79cd\u5b50\u8d44\u4ea7\u8868\u6216\u8005\u5b57\u6bb5\uff0c\u5411\u4e0a\u6e38\u94fe\u8def\u6309\u7167\u89c4\u5219\u4f20\u64ad\u573a\u666f\u6807\u7b7e\uff0c\u4ece\u800c\u5c06\u67d0\u4e2a\u573a\u666f\u4f7f\u7528\u5230\u7684\u4e0a\u6e38\u8868\u6216\u8005\u5b57\u6bb5\u90fd\u8bc6\u522b\u51fa\u6765\uff1b\u6216\u8005\u662f\u5c06\u5165\u4ed3\u8868\u7684\u7cfb\u7edf\u6765\u6e90\u6807\u7b7e\uff0c\u6309\u7167\u89c4\u5219\u5411\u4e0b\u6e38\u6269\u6563\uff0c\u8f85\u52a9\u8fdb\u884c\u7cfb\u7edf\u6eaf\u6e90\u3002\u8fd9\u4e9b\u6807\u7b7e\u4f1a\u51fa\u73b0\u5728\u8d44\u4ea7\u8868\u6216\u8005\u5b57\u6bb5\u4e0a\uff0c\u8f85\u52a9\u7528\u6237\u7406\u89e3\u6570\u636e\u3002\u4e5f\u53ef\u4ee5\u5c06\u6807\u7b7e\u8d44\u4ea7\u7eb3\u5165<strong>\u201c\u91cd\u70b9\u94fe\u8def\u57fa\u7ebf\u201d<\/strong>\uff0c\u5236\u5b9a\u5dee\u5f02\u5316\u7684\u57fa\u7ebf\u4fdd\u969c\u7b56\u7565\u3002<\/p>\n\n\n\n<p><strong>\uff082\uff09\u4e3b\u52a8\u5206\u6790\uff1a\u53d8\u66f4\u5185\u5bb9\u4e3b\u52a8\u8bc6\u522b\u3001\u5143\u6570\u636e\u7248\u672c\u53ef\u56de\u6eaf<\/strong><\/p>\n\n\n\n<p>\u5143\u6570\u636e\u5185\u5bb9<strong>\u82e5\u6709\u53d8\u66f4\u5219\u4f1a\u88ab\u81ea\u52a8\u8bc6\u522b<\/strong>\uff0c\u4f8b\u5982\u4e0a\u6e38\u7cfb\u7edf\u5207\u5e93\u9020\u6210\u7684\u8868\u3001\u5b57\u6bb5\u4e0b\u7ebf\u6216\u8005\u66f4\u540d\uff0c\u7528\u6237\u4fee\u6539\u4efb\u52a1\u4ee3\u7801\u5bfc\u81f4\u7684\u5b57\u6bb5\u53e3\u5f84\u53d8\u66f4\u7b49\u3002\u8fd9\u4e9b\u53d8\u66f4\u4fe1\u606f\u4f1a\u4ee5\u201c\u5143\u6570\u636e\u7248\u672c\u201d\u5f62\u5f0f\u4fdd\u5b58\u4e0b\u6765\uff0c\u65b9\u4fbf\u7528\u6237\u7406\u89e3\u8d44\u4ea7\u53d8\u5316\u5386\u53f2\uff0c\u4e5f\u7528\u4e8e\u4e0b\u6e38\u6392\u67e5\u5f02\u5e38\u6839\u56e0\u3002<\/p>\n\n\n\n<p><strong>\uff083\uff09\u4e3b\u52a8\u9884\u8b66\uff1a\u91cd\u70b9\u94fe\u8def\u53d8\u66f4\u901a\u77e5\u3001\u5f02\u5e38\u9884\u8b66\u80fd\u529b\u5f00\u653e<\/strong><\/p>\n\n\n\n<p>\u5728\u5168\u94fe\u8def\u7684\u77e5\u8bc6\u56fe\u8c31\u57fa\u7840\u4e0a\uff0c\u501f\u52a9\u4e8e\u56fe\u63a8\u7406\u53ca\u7b97\u5b50\u7ea7\u8840\u7f18\u5206\u6790\u7b97\u6cd5\uff0c\u5b9e\u73b0\u676d\u5dde\u94f6\u884c\u91cd\u70b9\u6570\u636e\u94fe\u8def\u7684\u4e3b\u52a8\u4fdd\u969c\u3001\u4e3b\u52a8\u5206\u6790\u7684\u9ad8\u6548\u534f\u540c\u3002\u5bf9\u4e8e\u6570\u636e\u53d8\u66f4\u4e8b\u4ef6\u3001\u4efb\u52a1\u8c03\u5ea6\u5f02\u5e38\u3001\u8d28\u91cf\u6821\u9a8c\u5f02\u5e38\u4e8b\u4ef6\uff0c\u6570\u636e\u8d44\u4ea7\u7ba1\u7406\u5e73\u53f0\u901a\u8fc7\u62c9\u53d6\u5f02\u5e38\u4e8b\u4ef6\u6d88\u606f\u961f\u5217\uff0c\u5224\u65ad\u662f\u5426\u91cd\u70b9\u94fe\u8def\u4e0a\u7684\u8d44\u4ea7\uff0c\u82e5\u662f\u5219\u542f\u52a8\u5bf9\u4e0b\u6e38\u7684\u5f71\u54cd\u9762\u5206\u6790\u5e76\u63a8\u9001\u98ce\u9669\u63d0\u793a\u6d88\u606f\uff0c<strong>\u4e3b\u52a8<\/strong><strong>\u63d0\u5347\u98ce\u9669\u534f\u540c\u6548\u7387<\/strong>\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u5f02\u5e38\u5206\u6790\u7ed3\u679c\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7 API \u5f62\u5f0f\u88ab\u5f02\u5e38\u4e8b\u4ef6\u4e0a\u62a5\u65b9\u4e3b\u52a8\u8c03\u7528\u3002\u4f8b\u5982\u8c03\u5ea6\u7cfb\u7edf\u3001\u8d28\u91cf\u6821\u9a8c\u5e73\u53f0\u53d1\u73b0\u8d44\u4ea7\u6709\u5f02\u5e38\u72b6\u6001\u65f6\uff0c\u8c03\u7528\u94fe\u8def\u5f71\u54cd\u9762\u5206\u6790 API\uff0c\u89e6\u53d1\u83b7\u53d6\u5f71\u54cd\u8bc4\u4f30\u7ed3\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"145\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2024\/05\/image-85.png\" alt=\"\" class=\"wp-image-4131\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"543\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2024\/05\/image-84.png\" alt=\"\" class=\"wp-image-4130\" \/><\/figure>\n\n\n\n<p>\u6211\u884c\u57fa\u4e8e\u56fd\u5bb6\u6807\u51c6\u300a\u4fe1\u606f\u5b89\u5168\u6280\u672f\u4e2a\u4eba\u4fe1\u606f\u53bb\u6807\u8bc6\u5316\u6548\u679c\u8bc4\u4f30\u6307\u5357&nbsp;&#8211; GB\/T42460-2023\u300b\u3001\u300a\u4fe1\u606f\u6280\u672f\u5927\u6570\u636e\u6570\u636e\u5206\u7c7b\u6307\u5357&nbsp;&#8211; GB\/T38667-2020\u300b\u3001\u300a\u8d44\u6e90\u7ba1\u7406-\u6570\u636e\u8d44\u4ea7\u7ba1\u7406\u6307\u5357&nbsp;&#8211; T\/NSSQ023-2022\u300b\u7b49\u8981\u6c42\uff0c\u9700\u8981<strong>\u9488\u5bf9\u6570\u636e\u8d44\u4ea7\u8fdb\u884c\u5206\u7c7b\u5206\u7ea7\u6807\u6ce8<\/strong>\u3002<\/p>\n\n\n\n<p>\u6570\u636e\u8d44\u4ea7\u7ba1\u7406\u5e73\u53f0\u96c6\u6210\u4e86\u4e2a\u4eba\u4fe1\u606f\u5e38\u7528\u5206\u7c7b\u5206\u7ea7\u6807\u51c6\u7b97\u6cd5\uff0c\u5b9e\u73b0\u57fa\u4e8e\u7b56\u7565\u7684\u6807\u6ce8\u53ca\u5168\u57df\u76f8\u5173\u8d44\u4ea7\u6807\u6ce8\u5e7f\u64ad\uff0c\u63d0\u4f9b\u591a\u573a\u666f\u6269\u6563\u3001\u591a\u7b56\u7565\u914d\u7f6e\u4ee5\u53ca\u4fbf\u6377\u7684\u4ea7\u54c1\u5316\u5b9e\u65bd\uff0c\u80fd\u591f\u9488\u5bf9\u94fe\u8def\u6d41\u8f6c\u53d8\u5316\u8fdb\u884c\u6807\u6ce8\u7684\u4e3b\u52a8\u66f4\u65b0\u3002\u8fd9\u79cd\u80fd\u529b\u8ba9\u6211\u4eec\u5177\u5907\u6301\u7eed\u6c89\u6dc0\u548c\u4e30\u5bcc\u6211\u884c\u6570\u636e\u8d44\u4ea7\u6807\u6ce8\u4fe1\u606f\uff0c\u540c\u65f6\u4e5f\u9ad8\u6548\u652f\u6301\u4e86\u6570\u636e\u7684\u5408\u89c4\u6d41\u8f6c\u53ca\u5b89\u5168\u7ba1\u7406\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"153\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2024\/05\/image-83.png\" alt=\"\" class=\"wp-image-4129\" \/><\/figure>\n\n\n\n<p>\u9879\u76ee\u843d\u5730\u540e\uff0c\u676d\u5dde\u94f6\u884c\u6784\u5efa\u5168\u94fe\u8def\u7b97\u5b50\u8840\u7f18\u56fe\u8c31\uff0c\u5c06\u5217\u7b97\u5b50\u8840\u7f18\u5206\u6790\u6280\u672f\u5e94\u7528\u5230\u6570\u636e\u8d44\u4ea7\u7ba1\u7406\u5e73\u53f0\u4e2d\uff0c\u9879\u76ee\u6536\u76ca\u4f53\u73b0\u5728\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6784\u5efa\u201c\u5168\u57df\u6570\u636e\u8d44\u4ea7\u4e00\u5f20\u56fe\u201d\uff0c\u8d4b\u80fd\u5404\u5e73\u53f0\u5143\u6570\u636e\u667a\u80fd<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u5efa\u8bbe\u676d\u5dde\u94f6\u884c<\/strong><strong>\u5168\u57df\u6570\u636e\u8d44\u4ea7\u77e5\u8bc6\u56fe\u8c31<\/strong>\uff0c\u8986\u76d6\u676d\u5dde\u94f6\u884c\u4e09\u7c7b\u6570\u636e\u6e56\u4ed3\u5e73\u53f0\uff0c\u7eb3\u7ba1\u5171\u8ba1\u8fd1\u767e\u4e07\u5f20\u6570\u636e\u8d44\u4ea7\u8868\uff0c\u6570\u5341\u4e07\u4e2a\u6570\u636e\u5904\u7406\u4efb\u52a1\u811a\u672c\uff0c\u4e0a\u767e\u4e2a\u5206\u6790\u5e94\u7528\uff0c\u6253\u901a\u4ece\u201c\u4e1a\u52a1\u6e90 -&gt; \u4ea4\u6362\u540c\u6b65\u5e73\u53f0 -&gt; \u5927\u6570\u636e\u5e73\u53f0\u548c\u591a\u79cd\u6570\u636e\u4ed3\u5e93 -&gt; \u6307\u6807\/\u62a5\u8868\/\u4e1a\u52a1\u7cfb\u7edf\u201d\u7684\u8de8\u5e73\u53f0\u8840\u7f18\u94fe\u8def\u3002<\/p>\n\n\n\n<p>\u5728\u57fa\u4e8e\u56fd\u5185\u6700\u5148\u8fdb\u7684 Aloudata BIG \u5217\u7b97\u5b50\u8840\u7f18\u89e3\u6790\u6280\u672f\u548c\u5e94\u7528\u7b97\u6cd5\u57fa\u7840\u4e0a\uff0c\u6316\u6398\u548c\u4e30\u5bcc\u5143\u6570\u636e\u8d44\u4ea7\uff0c\u5e2e\u52a9\u4e1a\u52a1\u548c\u5f00\u53d1\u4eba\u5458\u7cbe\u51c6\u5feb\u901f\u5730\u7406\u89e3\u6570\u636e\uff0c\u5e2e\u52a9\u7ba1\u7406\u4eba\u5458\u6301\u7eed\u53d1\u73b0\u4f01\u4e1a\u7684\u201c\u6697\u6570\u636e\u201d\u548c\u8bc4\u4f30\u6570\u636e\u4ef7\u503c\uff0c\u7528\u201c\u4e3b\u52a8\u5143\u6570\u636e\u201d\u8d4b\u80fd\u6570\u636e\u7814\u53d1\u5e73\u53f0\u3001\u6570\u636e\u8d28\u91cf\u7ba1\u63a7\u5e73\u53f0\u3001\u6570\u636e\u8c03\u5ea6\u8fd0\u7ef4\u5e73\u53f0\u7b49<strong>\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u548c\u6539\u8fdb\u5de5\u4f5c\u6d41\u7a0b<\/strong>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8d44\u4ea7\u7ba1\u7406\u201c\u7b97\u6cd5+\u7ecf\u9a8c\u201d\u81ea\u52a8\u5316\u65b9\u6848\u843d\u5730<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u57fa\u4e8e Aloudata BIG \u9ad8\u7cbe\u51c6\u7684\u5217\u7b97\u5b50\u8840\u7f18\uff0c\u63d0\u4f9b\u6570\u636e\u7ba1\u7406\u7684\u591a\u79cd\u81ea\u52a8\u5316\u7b97\u6cd5\u7b56\u7565\uff0c\u4f8b\u5982\u6570\u636e\u667a\u80fd\u5316\u6253\u6807\u53ca\u5168\u94fe\u8def\u7cbe\u51c6\u6269\u6563\uff0c\u53ef\u5b9e\u73b0\u8d44\u4ea7\u6807\u6ce8\u51c6\u786e\u7387 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