{"id":1726,"date":"2023-07-16T17:50:23","date_gmt":"2023-07-16T09:50:23","guid":{"rendered":"http:\/\/www.dama.org.cn\/wordpress\/?p=1726"},"modified":"2023-07-16T17:50:23","modified_gmt":"2023-07-16T09:50:23","slug":"%e8%b4%be%e6%af%85%e5%ae%81-%e9%9d%a2%e5%90%91%e8%a1%8c%e4%b8%ba%e5%88%86%e6%9e%90%e7%9a%84%e6%95%b0%e6%8d%ae%e6%b2%bb%e7%90%86%e5%92%8c%e5%ba%94%e7%94%a8%e8%b4%be%e6%af%85%e5%ae%81","status":"publish","type":"post","link":"https:\/\/www.dama.org.cn\/wordpress\/2023\/07\/16\/%e8%b4%be%e6%af%85%e5%ae%81-%e9%9d%a2%e5%90%91%e8%a1%8c%e4%b8%ba%e5%88%86%e6%9e%90%e7%9a%84%e6%95%b0%e6%8d%ae%e6%b2%bb%e7%90%86%e5%92%8c%e5%ba%94%e7%94%a8%e8%b4%be%e6%af%85%e5%ae%81\/","title":{"rendered":"\u8d3e\u6bc5\u5b81 | \u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u6570\u636e\u6cbb\u7406\u548c\u5e94\u7528\u8d3e\u6bc5\u5b81 |"},"content":{"rendered":"\n<p><strong>\u5bfc\u8bfb<\/strong>&nbsp;\u672c\u6587\u5c06\u5206\u4eab\u5947\u5bcc\u79d1\u6280-\u6570\u636e\u751f\u6001\u56e2\u961f\u5982\u4f55\u5bf9\u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u6570\u636e\u8fdb\u884c\u6cbb\u7406\u548c\u5e94\u7528\u3002<br><strong>\u5168\u6587\u76ee\u5f55\uff1a<\/strong><\/p>\n\n\n\n<p>1.&nbsp;\u5e38\u89c1\u7684\u6570\u636e\u5206\u6790\u573a\u666f&nbsp;<\/p>\n\n\n\n<p>2.&nbsp;\u6570\u4ed3\u5efa\u6a21\u65b9\u6cd5&nbsp;<\/p>\n\n\n\n<p>3. \u6570\u4ed3\u5efa\u6a21\u65b9\u6cd5\u7684\u4f18\u52a3\u52bf\u00a0<\/p>\n\n\n\n<p>4. \u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u5206\u6790\u65b9\u6cd5-\u6982\u5ff5\u00a0<\/p>\n\n\n\n<p>5. \u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u5206\u6790\u65b9\u6cd5-\u6574\u4f53\u67b6\u6784\u00a0<\/p>\n\n\n\n<p>6. \u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u5206\u6790\u65b9\u6cd5-\u5206\u6790\u4e3e\u4f8b<\/p>\n\n\n\n<p>7. \u56de\u987e<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\"><strong>01<\/strong> <strong>\u5e38\u89c1\u7684\u6570\u636e\u5206\u6790\u573a\u666f<\/strong><\/p>\n\n\n\n<p>\u5e38\u89c1\u7684\u6570\u636e\u5206\u6790\u5c31\u662f\u5bf9\u4e1a\u52a1\u6570\u636e\u6216\u8005\u884c\u4e3a\u6570\u636e\u8fdb\u884c\u5206\u6790\u548c\u7ba1\u7406\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"615\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-82.png\" alt=\"\" class=\"wp-image-1728\" \/><\/figure>\n\n\n\n<p>\u4e1a\u52a1\u6570\u636e\u4e3b\u8981\u662f\u6307\u7528\u6237\u884c\u4e3a\u53d1\u751f\u4e4b\u540e\uff0c\u5b9e\u9645\u4ea7\u751f\u7684\u7ed3\u679c\uff0c\u6211\u4eec\u4f7f\u7528\u6570\u4ed3\u5efa\u6a21\u6765\u7ed9\u4e1a\u52a1\u63d0\u4f9b\u6307\u6807\uff0c\u4ece\u800c\u6307\u5bfc\u4e1a\u52a1\u8fdb\u884c\u4e00\u4e9b\u6b63\u5411\u7684\u64cd\u4f5c\u6216\u8005\u4fee\u6539\u4e4b\u524d\u7684\u4e00\u4e9b\u64cd\u4f5c\u3002\u884c\u4e3a\u6570\u636e\u4e3b\u8981\u662f\u6307\u7528\u6237\u4f7f\u7528\u4ea7\u54c1\u4e0a\u7684\u5404\u79cd\u884c\u4e3a\uff0c\u6211\u4eec\u53ef\u4ee5\u5bf9\u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u6570\u636e\u8fdb\u884c\u52a0\u5de5\u548c\u5206\u6790\uff0c\u4ece\u7528\u6237\u7684\u884c\u4e3a\u4e2d\u63a8\u5bfc\u51fa\u6765\u5230\u5e95\u662f\u54ea\u4e9b\u73af\u8282\u6ca1\u6709\u505a\u597d\uff0c\u4ece\u800c\u8c03\u6574\u548c\u4f18\u5316\u8fd9\u4e9b\u73af\u8282\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\"><br><strong>02 \u6570\u4ed3\u5efa\u6a21\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<p>\u5728\u5f15\u5165\u884c\u4e3a\u5206\u6790\u65b9\u6cd5\u4e4b\u524d\uff0c\u5148\u4ecb\u7ecd\u4e00\u4e0b\u6570\u4ed3\u5efa\u6a21\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-83.png\" alt=\"\" class=\"wp-image-1729\" \/><\/figure>\n\n\n\n<p><strong>\u6570\u4ed3\u5efa\u6a21\u65b9\u6cd5\u4e3b\u8981\u6d41\u7a0b\u5982\u4e0b\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u6237\u7a7a\u95f4\uff1a\u4ee5\u97f3\u4e50\u64ad\u653e\u4e3a\u4f8b\uff0c\u7528\u6237\u5728APP\u4e0a\u7684\u64cd\u4f5c\u4f1a\u4ea7\u751f\u884c\u4e3a\u65e5\u5fd7\uff0c\u6bd4\u5982\u5e7f\u544a\u8bf7\u6c42\u3001\u66dd\u5149\u3001\u70b9\u51fb\uff0cAPP\u6253\u5f00\u3001\u7528\u6237\u6ce8\u518c\u548c\u64ad\u653e\u3001\u4e0b\u8f7d\u6b4c\u66f2\u7b49\u64cd\u4f5c\u65e5\u5fd7\u3002<\/li>\n\n\n\n<li>\u6570\u4ed3\u5efa\u6a21\uff1a\u6211\u4eec\u5c06\u7528\u6237\u7684\u884c\u4e3a\u65e5\u5fd7\u91c7\u96c6\u8fc7\u6765\uff0c\u5f62\u6210ODS\u3001DWD\u5c42\u7684\u8868\uff0c\u518d\u5f80\u540e\u662f\u5404\u4e2a\u4e3b\u9898\u8868\u3002\u4e0d\u540c\u4e1a\u52a1\u56e2\u961f\u4f1a\u521b\u5efa\u81ea\u5df1\u7684\u4e1a\u52a1\u5bbd\u8868\uff0c\u4ece\u7528\u6237\u7a7a\u95f4\u4e2d\u62bd\u53d6\u611f\u5174\u8da3\u7684\u4e8b\u4ef6\u653e\u5230\u5404\u81ea\u7684\u4e3b\u9898\u4e1a\u52a1\u5bbd\u8868\u4e2d\u3002<\/li>\n\n\n\n<li>\u4e3b\u9898\u5e94\u7528\uff1a\u518d\u5f80\u4e0b\u662f\u8fd9\u4e9b\u4e3b\u9898\u5bbd\u8868\u6240\u652f\u6491\u7684\u4e1a\u52a1\uff0c\u6bd4\u5982\u62a5\u8868\u5efa\u8bbe\u3001\u7279\u5f81\u6316\u6398\u3001\u673a\u5668\u5b66\u4e60\u3001OneID\u7cfb\u7edf\u5efa\u8bbe\u7b49\u7b49\uff0c\u6700\u7ec8\u4e3a\u589e\u957f\u56e2\u961f\u3001\u7ecf\u8425\u56e2\u961f\u548c\u4ea7\u54c1\u56e2\u961f\u7b49\u63d0\u4f9b\u652f\u6301\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\"><strong><br>03<\/strong> <strong>\u6570\u4ed3\u5efa\u6a21\u65b9\u6cd5\u7684\u4f18\u52a3\u52bf<\/strong><\/p>\n\n\n\n<p><strong>1. \u4f18\u52bf<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65b9\u6cd5\u8bba\u6210\u719f : \u5df2\u7ecf\u5728\u65e0\u6570\u7684\u516c\u53f8\u4e2d\u88ab\u9a8c\u8bc1\u8fc7\uff0c\u66f4\u6709\u50cf\u300a\u963f\u91cc\u5df4\u5df4\u5927\u6570\u636e\u5b9e\u8df5\u300b\u300aBuilding The Data Warehouse\u300b \u7b49\u4f18\u79c0\u7684\u6307\u5bfc\u4e66\u7c4d\u3002<\/li>\n\n\n\n<li>\u6280\u672f\u6808\u6210\u719f:&nbsp;\u65e0\u8bba\u662f\u4ece\u6d88\u606f\u4e2d\u95f4\u4ef6\u3001\u6570\u636eETL\u7ba1\u8def\uff0c\u6570\u636e\u6e56\u3001\u6570\u636e\u4ed3\u5e93\u3001\u6570\u636e\u96c6\u5e02\u7684\u5404\u79cd\u9009\u578b\u7b49\uff0c\u5de5\u4e1a\u754c\u5df2\u7ecf\u8bde\u751f\u4e86\u65e0\u6570\u4f18\u79c0\u7684\u6846\u67b6\u548c\u6570\u636e\u5e93\u3002<\/li>\n\n\n\n<li>l\u6280\u672f\u4f9b\u5e94\u5546\u652f\u6301\u5b8c\u5584\uff1aGoogle\uff0cAmazon\uff0cMicrosoft\uff0c\u963f\u91cc\u4e91\uff0c\u817e\u8baf\u4e91\u7b49\u4f9b\u5e94\u90fd\u63d0\u4f9b\u51e0\u4e4e\u4e00\u7ad9\u5f0f\u7684\u670d\u52a1\u3002<\/li>\n\n\n\n<li>\u6280\u672f\u4eba\u624d\u4f9b\u7ed9: \u5404\u4e2a\u4e92\u8054\u7f51\u516c\u53f8\u90fd\u6709\u6570\u636e\u4ed3\u5e93\u5efa\u6a21\u7684\u9700\u6c42\uff0c\u4eba\u624d\u4f9b\u5e94\u5145\u5206\uff0c\u57f9\u517b\u4f53\u7cfb\u5b8c\u5907\u3002<\/li>\n\n\n\n<li>\u516c\u53f8\u63a8\u52a8\u963b\u529b\u5c0f: \u6570\u4ed3\u7684\u91cd\u8981\u6027\u7ecf\u5386\u4e86\u5145\u5206\u7684\u5e02\u573a\u6559\u80b2\uff0c\u63a8\u52a8\u8d77\u6765\u4f1a\u6bd4\u8f83\u987a\u7545\uff0c\u6295\u5165\u4ea7\u51fa\u6bd4\u4e5f\u6bd4\u8f83\u597d\u9610\u8ff0\u3002<\/li>\n\n\n\n<li>\u5e94\u7528\u573a\u666f:\u9002\u5408\u6307\u6807\u7c7b\u7684\u591a\u7ef4\u5206\u6790\u6570\u636e\u8fd0\u7b97\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>2. \u52a3\u52bf<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5efa\u8bbe\u94fe\u6761\u957f: \u6570\u636e\u91c7\u96c6-&gt;ODS-&gt;DWD-&gt;DWT-&gt;\u6570\u636e\u62a5\u8868\u548c\u5e94\u7528\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u4e00\u81f4\u6027\u4fdd\u8bc1\u6709\u6311\u6218:\u4e0d\u540c\u6570\u636e\u4e3b\u9898\u4e4b\u95f4\u4f1a\u6709\u6307\u6807\u548c\u5b57\u6bb5\u7684\u91cd\u5408\uff0c\u5728\u5de5\u7a0b\u548c\u4e1a\u52a1\u4e4b\u95f4\uff0c\u4e0d\u540c\u7684\u5de5\u7a0b\u56e2\u961f\u4e4b\u95f4\u90fd\u53ef\u80fd\u9020\u6210\u7406\u89e3\u7684\u504f\u5dee\u3002<\/li>\n\n\n\n<li>\u6269\u5c55\u5b57\u6bb5\u6d41\u7a0b\u590d\u6742:\u8868\u7ed3\u6784\u9700\u8981\u9884\u5148\u5b9a\u4e49, \u6269\u5c55\u65b0\u5b57\u6bb5\u5f80\u5f80\u9700\u8981\u8f83\u957f\u7684\u5f00\u53d1\u5468\u671f\u548c\u56de\u6eaf\u6570\u636e\u5468\u671f\u3002<\/li>\n\n\n\n<li>\u5de5\u7a0b\u5b9e\u73b0\u5f88\u96be\u7edf\u4e00: \u67b6\u6784\u8bc4\u4f30\u5f80\u5f80\u53d6\u51b3\u4e8e\u627f\u63a5\u7684\u5de5\u7a0b\u56e2\u961f\u7684\u8fc7\u5f80\u7ecf\u9a8c\u548c\u559c\u597d\uff0c\u540c\u6837\u9700\u6c42\u7684\u5b9e\u73b0\u5dee\u5f02\u8f83\u5927\u3002<\/li>\n\n\n\n<li>\u4e0d\u9002\u5408\u65f6\u5e8f\u884c\u4e3a\u6570\u636e\u5206\u6790:\u56e0\u4e3a\u9700\u8981\u6309\u7167\u7528\u6237\u7ef4\u5ea6shuffle\u548c\u5f00\u7a97\uff0c\u7528\u6237\u884c\u4e3a\u5206\u6790\u5f80\u5f80\u6bd4\u8f83\u8017\u8d44\u6e90\u3002<\/li>\n\n\n\n<li>\u9884\u805a\u5408\u4e0d\u591f\u7075\u6d3b:\u5f53\u7ef4\u5ea6\u4e0d\u80fd\u547d\u4e2d\u9884\u805a\u5408\u7684\u7ef4\u5ea6\u65f6\uff0c\u67e5\u8be2\u4f1a\u9000\u5316\u6210\u5168\u8868\u805a\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\"><strong><br>04<\/strong> <strong>\u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u5206\u6790\u65b9\u6cd5-\u6982\u5ff5<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"606\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-84.png\" alt=\"\" class=\"wp-image-1730\" \/><\/figure>\n\n\n\n<p>\u57fa\u4e8e\u4ee5\u4e0a\u6570\u4ed3\u5efa\u6a21\u7684\u4f18\u7f3a\u70b9\uff0c\u6211\u4eec\u9700\u8981\u5bf9\u884c\u4e3a\u6570\u636e\u8fdb\u884c\u4e00\u4e9b\u4e0d\u4e00\u6837\u7684\u62bd\u8c61\uff0c\u7528\u4e00\u4e9b\u4e0d\u4e00\u6837\u7684\u67e5\u8be2\u65b9\u5f0f\u6765\u89e3\u51b3\u9762\u5411\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u95ee\u9898\u3002\u9996\u5148\u6765\u4ecb\u7ecd\u4e00\u4e9b\u6982\u5ff5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u6237\u7a7a\u95f4\uff1a\u548c\u6570\u4ed3\u5efa\u6a21\u4e00\u6837\uff0c\u8fd9\u90e8\u5206\u4e0d\u53d8<\/li>\n\n\n\n<li>\u7528\u6237\u4e8b\u4ef6\u5e8f\u5217\uff1a\u548c\u6570\u4ed3\u5efa\u6a21\u65b9\u5f0f\u4e0d\u540c\uff0c\u6211\u4eec\u8fd9\u91cc\u4e0d\u5c06\u7528\u6237\u7684\u884c\u4e3a\u65e5\u5fd7\u62bd\u8c61\u5230ODS\u3001DWD\u5c42\uff0c\u5728\u8fd9\u91cc\u5c06\u884c\u4e3a\u65e5\u5fd7\u6570\u636e\u62bd\u8c61\u6210\u7528\u6237\u4e8b\u4ef6\u5e8f\u5217\uff0c\u6bd4\u5982\u5bf9\u4e8e\u64ad\u653e\u6b4c\u66f2\u4e8b\u4ef6\u4f1a\u5305\u542b\u7528\u6237\u5c5e\u6027\u548c\u4e8b\u4ef6\u5c5e\u6027\uff0c\u7528\u6237\u5c5e\u6027\u56de\u7b54\u8c01\u5728\u4ec0\u4e48\u6837\u7684\u8bbe\u5907\u4e0a\u8fd9\u4e2a\u95ee\u9898\uff0c\u4e8b\u4ef6\u5c5e\u6027\u56de\u7b54\u8fd9\u4e2a\u4eba\u4e3b\u8981\u505a\u4e86\u4ec0\u4e48\u4e8b\uff0c \u8fd9\u4e2a\u4e8b\u6211\u600e\u4e48\u53bb\u63cf\u8ff0\u5b83\u3002\u5bf9\u4e8e\u6240\u6709\u4e8b\u4ef6\uff0c\u6211\u4eec\u90fd\u53ef\u4ee5\u7528\u8fd9\u4e24\u79cd\u7c7b\u578b\u7684\u5143\u6570\u636e\u6765\u63cf\u8ff0\u8fd9\u4e2a\u4e8b\u4ef6,\u5728\u4e00\u4e2a\u65f6\u95f4\u8f74\u4e0a\u4e32\u8d77\u6765\uff0c\u5c31\u53ef\u4ee5\u77e5\u9053\u8fd9\u4ef6\u4e8b\u662f\u8c01\u505a\u7684\uff0c\u4ee5\u53ca\u505a\u4e86\u8fd9\u4ef6\u4e8b\u540e\u53d1\u751f\u4e86\u4ec0\u4e48<\/li>\n\n\n\n<li>\u4e8b\u4ef6\u62bd\u8c61\uff1a\u6709\u4e86\u7528\u6237\u5e8f\u5217\u7684\u62bd\u8c61\uff0c\u6211\u4eec\u53ef\u4ee5\u805a\u7126\u4e00\u4e0b\uff0c\u770b\u67d0\u4e2a\u4eba\u5728\u67d0\u4e2a\u5177\u4f53\u4e8b\u4ef6\u5e8f\u5217\u4e0a\u7684\u62bd\u8c61\u3002\u6bd4\u5982\u56fe\u4e2d\u4f1a\u5458\u5347\u7ea7\u7684\u4f8b\u5b50<\/li>\n\n\n\n<li>\u7528\u6237\u7fa4\u8ba1\u7b97\uff1a\u6709\u4e86\u4e8b\u4ef6\u62bd\u8c61\u4e4b\u540e\uff0c\u6700\u91cd\u8981\u7684\u5c31\u662f\u6211\u4eec\u600e\u4e48\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\uff0c\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u6765\u83b7\u53d6\u65b0\u589e\u7528\u6237\u7fa4\u3001\u6d3b\u8dc3\u7528\u6237\u7fa4\u4ee5\u53ca\u6ee1\u8db3X\u6761\u4ef6\u7684\u7528\u6237\u7fa4\u7b49\u7b49<\/li>\n<\/ul>\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\/07\/image-85.png\" alt=\"\" class=\"wp-image-1731\" \/><\/figure>\n\n\n\n<p>\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u4ee57\u65e5Android\u7528\u6237\u7684\u7559\u5b58\u7387\u4e3a\u4f8b\uff0c\u5de6\u8fb9\u662f\u4f20\u7edf\u6570\u4ed3\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u53f3\u8fb9\u662f\u884c\u4e3a\u5206\u6790\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f20\u7edf\u6570\u4ed3\u7684\u89e3\u51b3\u65b9\u6848\uff1a\u4e3b\u8981\u662f\u5199\u4e00\u4e2aSQL\u6765\u770b7\u5929\u524d\u7684\u65b0\u589e\u7528\u6237\u5728\u4eca\u5929\u7684\u6d3b\u8dc3\u7528\u6237\u4e2d\u662f\u5426\u6709\uff0c\u5982\u679c\u6709\u7684\u8bdd\uff0c7\u5929\u7684\u65b0\u589e\u7528\u6237\u4f5c\u4e3a\u5206\u6bcd\uff0c\u4eca\u5929\u7684\u6d3b\u8dc3\u7528\u6237\u4f5c\u4e3a\u5206\u5b50\uff0c\u9664\u51fa\u6765\u4e00\u4e2a\u6bd4\u4f8b\u8ba1\u7b97\u7559\u5b58\u7387\u3002\u4f46\u662f\u53ef\u80fd\u5728\u6570\u4ed3\u91cc\u9762\uff0c\u4e00\u6761\u8bb0\u5f55\u5e76\u4e0d\u662f\u7528\u7528\u6237\u7684ID\u6765\u5212\u5206\u7684\uff0c\u6240\u4ee5\u6700\u7ec8\u60f3\u8981\u8ba1\u7b97\u51fa\u7528\u6237ID\u7684\u7ed3\u679c\u4f1a\u6709\u4e00\u4e2ashuffle\u3001\u5173\u8054\u3001\u6570\u636e\u503e\u659c\u7684\u8fc7\u7a0b\uff0c\u8fd9\u90fd\u662f\u5728\u4f20\u7edf\u8f93\u51fa\u89e3\u51b3\u65b9\u6848\u5f53\u4e2d\u6211\u4eec\u9700\u8981\u53bb\u8003\u8651\u7684\u4e00\u4e9b\u70b9\u3002<\/li>\n\n\n\n<li>\u884c\u4e3a\u5206\u6790\u7684\u89e3\u51b3\u65b9\u6848\uff1a\u8fd9\u662f\u53e6\u5916\u4e00\u79cd\u7b80\u5316\u7684\u8ba1\u7b97\u7528\u6237\u7559\u5b58\u7684\u65b9\u5f0f\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u56fe\u4e2d\u7684\u4e09\u4e2a\u5708\u5708\u9009\u7684\u7528\u6237\u4e2d\u505a\u8ba1\u7b97\uff0c\u4e09\u4e2a\u5708\u7684\u4ea4\u96c6\u5c31\u662f7\u5929\u524d\u7684\u65b0\u589e\u7528\u6237\u5728\u4eca\u65e5\u6d3b\u8dc3\u7528\u6237\u4e2d\u7684\u6bd4\u4f8b\u3002\u6211\u4eec\u5c06\u590d\u6742\u7559\u5b58SQL\u8f6c\u6210\u4e86\u4e09\u4e2a\u7528\u6237\u7fa4\u4e4b\u95f4\u5e76\u96c6\u548c\u4ea4\u96c6\u7684\u8ba1\u7b97\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6240\u4ee5\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u6709\u4e86\u4e24\u5c42\u62bd\u8c61\uff0c\u5bf9\u4e8e\u6570\u636e\u7684\u62bd\u8c61\uff0c\u662f\u7528\u65f6\u95f4\u7ebf\u6392\u8fdb\u6765\u7684\u4e00\u4e2a\u4e2a\u7684\u4e8b\u4ef6\uff0c\u5bf9\u4e8e\u8ba1\u7b97\u7684\u62bd\u8c61\uff0c\u662f\u628a\u4e00\u4e2a\u67e5\u8be2\u62c6\u89e3\u6210\u4e00\u4e2a\u4e2a\u7528\u6237\u7fa4\u7684\u8ba1\u7b97\uff0c\u518d\u6839\u636e\u8ba1\u7b97\u7684\u7ed3\u679c\u56de\u7b54\u6211\u4eec\u4e00\u4e2a\u4e2a\u5173\u4e8e\u7528\u6237\u7fa4\u76f8\u5173\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\"><strong><br>05<\/strong> <strong>\u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u5206\u6790\u65b9\u6cd5-\u6574\u4f53\u67b6\u6784<\/strong><\/p>\n\n\n\n<p>\u4e0b\u9762\u662f\u9762\u5411\u884c\u4e3a\u6570\u636e\u5206\u6790\u7684\u6574\u4f53\u67b6\u6784\uff08\u8be5\u67b6\u6784\u53ef\u4f9b\u53c2\u8003\uff0c\u4f46\u5e76\u975e\u552f\u4e00\u89e3\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"609\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-86.png\" alt=\"\" class=\"wp-image-1733\" \/><\/figure>\n\n\n\n<p>\u4ece\u4e0b\u5f80\u4e0a\u770b\uff0c\u6700\u4e0b\u9762\u662f\u6570\u636e\u7684\u5b58\u50a8\uff0c\u91c7\u7528\u5217\u5f0f\u5b58\u50a8\uff0c\u5e76\u5728\u5176\u4e2d\u5e94\u7528\u4e00\u4e9b\u5bf9\u7528\u6237\u7fa4\u66f4\u53cb\u597d\u7684\u6280\u672f\uff0c\u4ece\u800c\u51cf\u5c11\u6570\u636e\u7684\u52a0\u8f7d\u91cf\u548c\u5206\u53d1\u91cf\u3002\u5f80\u4e0a\u662f\u6587\u4ef6\u5143\u6570\u636e\/\u5217\u5143\u6570\u636e\u3002\u518d\u4e0a\u9762\u662f\u7528\u6237\u6570\u636e\u8bbf\u95ee\u5c42\uff0c\u672c\u8d28\u4e0a\u5c31\u662f\u8ba1\u7b97\u5c42\u3002IDMapping\u5c42\u4e3b\u8981\u89e3\u51b3\u4e0d\u540cID\u5bf9\u5e94\u540c\u4e00\u7528\u6237\u7684\u95ee\u9898\u3002\u67e5\u8be2\u7f13\u5b58\u5c42\u3001\u67e5\u8be2\u7ed3\u679c\u805a\u5408\u5c42\uff0c\u4ee5\u53ca\u6700\u4e0a\u9762\u7684\u67e5\u8be2\u63a5\u5165\u5c42\uff0c\u90fd\u662f\u4e3a\u4e86\u63d0\u9ad8\u67e5\u8be2\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u4e0b\u56fe\u662f\u5bf9\u4e8e7\u65e5\u7684Android\u7528\u6237\u7559\u5b58\u7387\uff0c\u5728\u9762\u5411\u884c\u4e3a\u6570\u636e\u5206\u6790\u7684\u67b6\u6784\u4e2d\u7684\u5b9e\u73b0\u8fc7\u7a0b\u62bd\u8c61\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"612\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-87.png\" alt=\"\" class=\"wp-image-1734\" \/><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u662f\u5bf9\u4e8e\u9762\u5411\u884c\u4e3a\u6570\u636e\u5206\u6790\u67b6\u6784\u4e2d\u5173\u952e\u8282\u70b9\u7684\u4ecb\u7ecd\u3002<\/p>\n\n\n\n<p><strong>1. \u5217\u5b58\u50a8<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"605\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-88.png\" alt=\"\" class=\"wp-image-1735\" \/><\/figure>\n\n\n\n<p>\u9996\u5148\u4ecb\u7ecd\u6211\u4eec\u81ea\u5b9a\u4e49\u7684\u5217\u5b58\u50a8\u3002\u6211\u4eec\u6ca1\u6709\u4f7f\u7528ORC\u3001Parquet\u8fd9\u4e9b\u5217\u5b58\u50a8\u683c\u5f0f\uff0c\u4e3b\u8981\u662f\u56e0\u4e3aORC\u3001Parquet\u683c\u5f0f\u4e0d\u4f1a\u5bf9\u7528\u6237\u5b58\u50a8\u505a\u4e00\u4e9b\u81ea\u5b9a\u4e49\u7684\u4f18\u5316\uff0c\u5e02\u9762\u4e0a\u7684Druid\u3001HBase\u4e5f\u662f\u4e3a\u4e86\u52a0\u901f\u6570\u636e\u8bbf\u95ee\u5f15\u7528\u4e86\u5f88\u591a\u7684\u7ec4\u4ef6\u3002\u5bf9\u4e8e\u7279\u5b9a\u7684\u573a\u666f\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7ec4\u4ef6\u5e94\u7528\u8fc7\u6765\uff0c\u6bd4\u5982\u8bf4BloomFilter\uff08\u5e03\u9686\u8fc7\u6ee4\u5668\uff09\uff0c\u76ee\u7684\u662f\u5feb\u901f\u5224\u65ad\u4e00\u4e2a\u7528\u6237\u662f\u5426\u5728\u5f53\u524d\u6587\u4ef6\u4e2d\uff0c\u56e0\u4e3a\u6211\u4eec\u6240\u6709\u7684\u67e5\u8be2\u5176\u5b9e\u90fd\u662f\u9762\u5411\u7528\u6237ID\u7684\u3002\u8fd8\u6709Delta encoding\uff08\u5dee\u5206\u7f16\u7801\uff09\uff0c\u7528\u6765\u5bf9\u65f6\u95f4\u683c\u5f0f\u8fdb\u884c\u5b58\u50a8\uff0c\u51cf\u5c11\u65f6\u95f4\u6233\u7684\u5b58\u50a8\u4f53\u79ef\u3002<\/p>\n\n\n\n<p><strong>2. \u5143\u6570\u636e<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"603\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-89.png\" alt=\"\" class=\"wp-image-1736\" \/><\/figure>\n\n\n\n<p>\u5217\u5b58\u50a8\u518d\u5f80\u4e0a\u4e00\u5c42\u5c31\u662f\u5143\u6570\u636e\u3002\u9996\u5148\u662f\u6587\u4ef6\u5143\u6570\u636e\u3002\u6587\u4ef6\u7684\u7b2c\u4e00\u7ea7\u7d22\u5f15\u662f\u6309\u65f6\u95f4\u7684\uff0c\u800c\u65f6\u95f4\u662f\u52a8\u6001\u7684\uff0c\u56e0\u4e3a\u7528\u6237\u7684\u6d3b\u8dc3\u65f6\u95f4\u53ef\u80fd\u662f\u5728\u665a\u4e0a\u6216\u8005\u4e2d\u5348\u7684\u4f11\u606f\u65f6\u95f4\uff0c\u51cc\u6668\u53ef\u80fd\u7528\u6237\u5e76\u4e0d\u6d3b\u8dc3\u3002\u8fd9\u5c31\u5bfc\u81f4\u6211\u4eec\u6587\u4ef6\u4e2d\u5b58\u50a8\u7684\u7528\u6237\u6570\u636e\u5728\u65f6\u95f4\u4e0a\u4e0d\u662f\u5e73\u5747\u5206\u914d\u7684\uff0c\u6bd4\u5982\u60f3\u8981\u67e5\u8be2\u51cc\u66681\u70b9\u5230\u65e9\u4e0a9\u70b9\u7684\u6570\u636e\uff0c\u6709\u53ef\u80fd\u9700\u8981\u8bbf\u95ee\u591a\u4e2a\u6587\u4ef6\u3002\u8fd9\u4e2a\u65f6\u5019\u6211\u4eec\u9700\u8981\u77e5\u9053\u5e94\u8be5\u5728\u52a8\u6001\u65f6\u95f4\u5207\u7247\u6587\u4ef6\u4e2d\u8bbf\u95ee\u54ea\u4e9b\u6587\u4ef6\u3002\u56e0\u6b64\u6211\u4eec\u5c31\u9700\u8981\u4e00\u4e2a\u5143\u6570\u636e\u7684\u7ba1\u7406\uff0c\u57fa\u4e8e\u67e5\u8be2\u7684\u8d77\u6b62\u65f6\u95f4\uff0c\u627e\u51fa\u5b58\u50a8\u7684\u4f4d\u7f6e\uff0c\u8fd9\u6837\u53ef\u4ee5\u786e\u4fdd\u6bcf\u4e2a\u6587\u4ef6\u5b58\u50a8\u7684\u5927\u5c0f\u662f\u76f8\u8fd1\u7684\uff0c\u5c3d\u53ef\u80fd\u51cf\u5c11\u6570\u636e\u8ba1\u7b97\u8fc7\u7a0b\u4e2d\u7684\u6570\u636e\u504f\u79fb\u3002<\/p>\n\n\n\n<p>\u5176\u6b21\u662f\u5217\u5143\u6570\u636e\u3002\u6211\u4eec\u67e5\u8be2\u7684\u65f6\u5019\u5e76\u4e0d\u662f\u8981\u628a\u6240\u6709\u7684\u5217\u90fd\u52a0\u8f7d\u8fdb\u6765\uff0c\u8ba1\u7b97\u7684\u65f6\u5019\u53ea\u52a0\u8f7d\u6587\u4ef6\u4e2d\u5bf9\u5e94\u504f\u79fb\u91cf\u7684\u5217\u6570\u636e\uff0c\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c11\u7f51\u7edc\u4f20\u8f93\u7684\u5f00\u9500\u3001\u78c1\u76d8IO\u548c\u5185\u5b58\u4f7f\u7528\u91cf\u3002<\/p>\n\n\n\n<p><strong>3. OneID<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"593\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-91.png\" alt=\"\" class=\"wp-image-1738\" \/><\/figure>\n\n\n\n<p>OneID\u7684\u5efa\u8bbe\u5728\u6bcf\u5bb6\u516c\u53f8\u662f\u4e0d\u4e00\u6837\u7684\uff0c\u4f46\u672c\u8d28\u4e0a\u90fd\u662f\u7528\u6765\u8ffd\u8e2a\u7528\u6237\u7684\u8bbe\u5907\u53d8\u5316\uff0c\u8fd8\u539f\u7528\u6237\u4e8b\u4ef6\u7684\u6700\u771f\u5b9e\u72b6\u6001\uff0c\u8fdb\u800c\u63d0\u4f9bIDMapping\u3001ID Encoding\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p><strong>4. \u7f13\u5b58\u5c42<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"648\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-92.png\" alt=\"\" class=\"wp-image-1740\" \/><\/figure>\n\n\n\n<p>\u7f13\u5b58\u5c42\u4e3b\u8981\u662f\u5bf9\u4ee5\u524d\u8bbf\u95ee\u6570\u636e\u7684\u7f13\u5b58\uff0c\u52a0\u901f\u8bbf\u95ee\u3002\u7f13\u5b58key\u4e2d\u6709\u65f6\u95f4\u7684\u7248\u672c\u53f7\uff0c\u6570\u636e\u53ef\u80fd\u4f1a\u56e0\u4e3a\u56de\u586b\u7b49\u539f\u56e0\u5f15\u5165\u65b0\u6570\u636e\uff0c\u901a\u8fc7\u65f6\u95f4\u7248\u672c\u53f7\u7684\u65b9\u5f0f\u53ef\u4ee5\u81ea\u52a8\u5237\u65b0\u7f13\u5b58\u3002<\/p>\n\n\n\n<p><strong>5. \u7528\u6237\u6570\u636e\u8bbf\u95ee\u5c42<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"653\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-94.png\" alt=\"\" class=\"wp-image-1742\" \/><\/figure>\n\n\n\n<p>\u7528\u6237\u6570\u636e\u8bbf\u95ee\u5c42\u5305\u62ec\u6570\u636e\u7684\u805a\u5408\u5c42\u3001\u7528\u6237\u7fa4\u7b97\u5b50\u5c42\u4ee5\u53ca\u5143\u6570\u636e\u7ba1\u7406\u548c\u5e95\u5c42\u65f6\u5e8f\u6570\u636e\u7684\u52a0\u8f7d\u3002\u9996\u5148\uff0c\u7528\u6237\u8bf7\u6c42\u4f1a\u5305\u542b\u65f6\u95f4\u8303\u56f4\u3001\u8fc7\u6ee4\u6761\u4ef6\u3001\u7528\u6237\u7fa4\u805a\u5408\u6761\u4ef6\u7b49\uff1b\u7b2c\u4e8c\u6b65\uff0c\u6839\u636e\u7528\u6237\u8bf7\u6c42\uff0c\u8bf7\u6c42\u5143\u6570\u636e\uff0c\u786e\u5b9a\u8981\u8bbf\u95ee\u7684\u6587\u4ef6\u548c\u5217\u5728\u54ea\u91cc\uff1b\u7b2c\u4e09\u6b65\uff0c\u77e5\u9053\u4e86\u6570\u636e\u5728\u54ea\u540e\uff0c\u52a0\u8f7d\u6570\u636e\u5230\u8ba1\u7b97\u8282\u70b9\uff0c\u5e76\u7f13\u5b58\u5230\u672c\u5730\uff1b\u7b2c\u56db\u6b65\uff0c\u7528\u6237\u5206\u533a\u8ba1\u7b97\uff0c\u6700\u5927\u5316\u5e76\u884c\u67e5\u8be2\u6548\u679c\uff1b\u6700\u540e\uff0c\u8fdb\u884c\u805a\u5408\u8ba1\u7b97\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u4ee5\u4e0a\u67b6\u6784\uff0c\u6211\u4eec\u5e0c\u671b\u5728\u67e5\u8be2\u65f6\uff0c\u53ea\u53bb\u52a0\u8f7d\u6700\u4f4e\u5bc6\u5ea6\u7684\u6570\u636e\uff0c\u5728\u4e0d\u540c\u8282\u70b9\u4e4b\u95f4\u901a\u8baf\u65f6\u53ea\u53bb\u901a\u8baf\u6700\u5fc5\u8981\u7684\u7528\u6237\u7fa4\u7684bit\u6570\u7ec4\uff0c\u6700\u7ec8\u4e5f\u662f\u901a\u8fc7bit\u8fd0\u7b97\u7684\u65b9\u5f0f\u8fd4\u56de\uff0c\u518d\u901a\u8fc7OneID\u5c06bit\u6570\u7ec4\u8fd8\u539f\u6210\u6240\u5173\u5fc3\u7684\u7528\u6237\u7fa4\u7684\u4e00\u4e2a\u8be6\u7ec6\u7684\u63cf\u8ff0\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\"><br><strong>06<\/strong> <strong>\u9762\u5411\u884c\u4e3a\u5206\u6790\u7684\u5206\u6790\u65b9\u6cd5-\u5206\u6790\u4e3e\u4f8b<\/strong><\/p>\n\n\n\n<p>\u4e0b\u9762\u662f\u884c\u4e3a\u5206\u6790\u7684\u51e0\u4e2a\u4f8b\u5b50\u3002<\/p>\n\n\n\n<p>\u9996\u5148\u662f\u7528\u6237\u7559\u5b58\u5206\u6790\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"648\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-95.png\" alt=\"\" class=\"wp-image-1743\" \/><\/figure>\n\n\n\n<p>\u4e0a\u56fe\u4e2d\u5305\u542b\u4e867\u670829\u65e5\u81f38\u67088\u65e5\uff08\u7b2c5\u5929\u5230\u7b2c10\u5929\uff09\u4e4b\u95f4\u7684\u7559\u5b58\u7387\u3002\u5bf9\u4e8e\u884c\uff0c\u53ea\u9700\u8981\u8ba1\u7b977\u670829\u65e5\u81f38\u67088\u65e5\u4e4b\u95f4\u6bcf\u5929\u7684\u65b0\u589e\u7528\u6237\u3002\u5bf9\u4e8e\u5217\uff0c\u53ea\u9700\u8981\u8ba1\u7b97\u884c\u65f6\u95f4+\u504f\u79fb\u91cf\u7684\u6d3b\u8dc3\u7528\u6237\u6570\u3002\u800c\u6574\u4e2a\u8868\u683c\u7684\u8ba1\u7b97\u5c31\u662f\u5bf9\u4e24\u4e2a\u7528\u6237\u7fa4\u8fdb\u884c\u903b\u8f91\u4e0e\u3002\u8fd9\u6837\u5c31\u628a\u8868\u683c\u7684\u8ba1\u7b97\u62c6\u6210\u4e86\u4e00\u4e2a\u4e2a\u5355\u5143\u683c\u7684\u72ec\u7acb\u7684\u8ba1\u7b97\uff0c\u6bcf\u4e00\u4e2a\u72ec\u7acb\u7684\u8ba1\u7b97\u90fd\u53ef\u4ee5\u901a\u8fc7\u9884\u8ba1\u7b97\u4fdd\u5b58\u5728\u7f13\u5b58\u4e2d\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e9b\u597d\u7684\u7528\u6237\u4ea4\u4e92\u65b9\u5f0f\uff0c\u5b9e\u73b0\u81ea\u52a9\u7684\u7559\u5b58\u7387\u5206\u6790\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"653\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/07\/image-96.png\" alt=\"\" class=\"wp-image-1744\" \/><\/figure>\n\n\n\n<p>\u7b2c\u4e8c\u4e2a\u5e38\u7528\u7684\u5206\u6790\u662f\u6f0f\u6597\u5206\u6790\u3002\u6bd4\u5982\u5206\u6790\u505a\u4e86\u64ad\u653e\u7684\u7528\u6237\u4e2d\uff0c\u6709\u591a\u5c11\u8fdb\u884c\u4e86\u6536\u85cf\uff0c\u6536\u85cf\u7684\u7528\u6237\u53c8\u6709\u591a\u5c11\u8fdb\u884c\u4e86\u8d2d\u4e70\uff0c\u8d2d\u4e70\u7684\u7528\u6237\u4e2d\u6709\u591a\u5c11\u4e0b\u8f7d\u4e86\u6b4c\u66f2\u3002\u6f0f\u6597\u5206\u6790\u53c8\u6709\u65f6\u5e8f\u4e25\u683c\u548c\u975e\u4e25\u683c\u4e4b\u5206\u3002\u65f6\u5e8f\u4e25\u683c\u7684\u8f6c\u5316\u6f0f\u6597\uff0c\u5fc5\u987b\u662f\u53d1\u751f\u5728\u65f6\u5e8f\u4e25\u683c\u9012\u589e\u7684\u573a\u666f\u4e0b\uff0c\u540c\u4e00\u4e2asession\u5185\uff0c\u4e00\u5b9a\u662f\u5148\u64ad\u653e\uff0c\u518d\u6536\u85cf\uff0c\u518d\u8d2d\u4e70\uff0c\u6700\u540e\u4e0b\u8f7d\u3002\u975e\u65f6\u5e8f\u4e25\u683c\u7684\u8f6c\u5316\u6f0f\u6597\u5e38\u7528\u6765\u8fdb\u884c\u8d8b\u52bf\u5206\u6790\uff0c\u6709\u53ef\u80fd\u5148\u8d2d\u4e70\u518d\u64ad\u653e\u3002\u5bf9\u4e8e\u975e\u65f6\u5e8f\u4e25\u683c\u7684\u8f6c\u5316\u6f0f\u6597\uff0c\u91c7\u7528\u5782\u76f4\u5207\uff0c\u6211\u4eec\u53ea\u9700\u8981\u53bb\u5206\u522b\u8ba1\u7b97\u6bcf\u4e00\u4e2a\u4e8b\u4ef6\u7684\u7528\u6237\u7fa4\uff0c\u518d\u505a\u4e0e\u5173\u7cfb\u3002\u65f6\u5e8f\u4e25\u683c\u7684\u8f6c\u5316\u6f0f\u6597\uff0c\u8981\u91c7\u7528\u6c34\u5e73\u5207\uff0c\u8ba1\u7b97\u4e00\u4e2asession\u5185\u65e2\u64ad\u653e\uff0c\u53c8\u6536\u85cf\uff0c\u8d2d\u4e70\u5e76\u4e14\u4e0b\u8f7d\u4e86\u7684\u7528\u6237\u7fa4\uff0c\u518d\u7528\u642d\u79ef\u6728\u7684\u65b9\u5f0f\u8ba1\u7b97\u51fa\u6765\u3002<\/p>\n\n\n\n<figure 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