{"id":2458,"date":"2025-01-24T11:25:59","date_gmt":"2025-01-24T03:25:59","guid":{"rendered":"http:\/\/www.xzclass.com\/?p=2458"},"modified":"2025-03-28T10:36:16","modified_gmt":"2025-03-28T02:36:16","slug":"%e5%86%99%e7%bb%99%e5%b0%8f%e7%99%bd%e7%9a%84%e6%95%b0%e6%8d%ae%e5%ba%93%e5%85%a5%e9%97%a8%e7%a7%91%e6%99%ae","status":"publish","type":"post","link":"http:\/\/www.xzclass.com\/?p=2458","title":{"rendered":"\u5199\u7ed9\u5c0f\u767d\u7684\u6570\u636e\u5e93\u5165\u95e8\u79d1\u666e"},"content":{"rendered":"
\u4eca\u5929\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6211\u4eec\u6765\u804a\u804a\u6570\u636e\u5e93\u3002<\/span><\/section>\n
<\/section>\n
\u2588<\/span><\/strong><\/span> <\/span>\u4ec0\u4e48\u662f\u6570\u636e\u5e93<\/span><\/strong><\/section>\n

<\/span><\/section>\n
\u5bf9\u4e8e\u6570\u636e\u5e93\uff0c\u5927\u5bb6\u5e94\u8be5\u90fd\u4e0d\u4f1a\u89c9\u5f97\u964c\u751f\u3002\u4f5c\u4e3a\u91cd\u8981\u7684\u57fa\u7840\u8f6f\u4ef6\uff0c\u6570\u636e\u5e93\u5728\u6211\u4eec\u7684\u5de5\u4f5c\u548c\u751f\u6d3b\u65e0\u5904\u4e0d\u5728\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u6700\u7b80\u5355\u7684\uff0c\u6211\u4eec\u7535\u8111\u91cc\u6709\u5f88\u591a\u7684excel\u8868\uff0c\u5176\u5b9e\u4e5f\u53ef\u4ee5\u7b97\u662f\u4e00\u4e2a\u201c\u5fae\u578b\u6570\u636e\u5e93\u201d<\/span>\u3002
<\/span><\/section>\n
<\/section>\n
<\/section>\n
<\/section>\n
\u4ece\u5b9a\u4e49\u4e0a\u6765\u770b\uff0c\u6570\u636e\u5e93\uff0c\u662f\u4e00\u4e2a\u5b58\u653e\u548c\u7ba1\u7406\u6570\u636e\u7684\u4ed3\u5e93\u3002\u6216\u8005\u8bf4\uff0c\u662f\u4e00\u4e2a\u6570\u636e\u96c6\u5408\u3002<\/span><\/section>\n
<\/section>\n
\u90a3\u4e48\uff0c\u6211\u4eec\u786c\u76d8\u4e0a\u4e5f\u6709\u5927\u91cf\u7684\u6570\u636e\uff0c\u662f\u4e0d\u662f\u786c\u76d8\u4e5f\u662f\u4e00\u4e2a\u6570\u636e\u5e93\u5462\uff1f<\/span><\/section>\n

<\/span><\/section>\n
\u5f53\u7136\u4e0d\u662f\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u786c\u76d8\u662f\u4e00\u4e2a\u786c\u4ef6\u3002\u57fa\u4e8e\u786c\u76d8\u6784\u5efa\u7684\u6587\u4ef6\u7cfb\u7edf\uff0c\u5b58\u50a8\u4e86\u5927\u91cf\u7684\u6570\u636e\uff0c\u4f46\u8fd9\u4e9b\u6570\u636e\u662f\u4ee5\u4e0d\u540c\u7c7b\u578b\u6587\u4ef6\u7684\u5f62\u5f0f\u5b58\u5728\u7684\uff0c\u5f7c\u6b64\u72ec\u7acb\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u800c\u6570\u636e\u5e93\u662f\u4e00\u4e2a\u8f6f\u4ef6\u5c42\u9762\u7684\u6982\u5ff5\u3002\u5b83\u5bf9\u6570\u636e\u8fdb\u884c\u4e86\u767b\u8bb0\u548c\u6574\u7406\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u6574\u4f53\u7cfb\u7edf\uff0c\u65e2\u5305\u62ec\u4e86\u6570\u636e\uff0c\u4e5f\u5305\u62ec\u4e86\u6570\u636e\u4e4b\u95f4\u7684\u903b\u8f91\u5173\u7cfb\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u7b80\u5355\u6765\u8bf4\uff0c\u5982\u679c\u6709\u4e00\u4e2a\u4ed3\u5e93\uff0c\u4f60\u5f80\u91cc\u9762\u653e\u4e86\u5404\u79cd\u7c7b\u578b\u7684\u7269\u54c1\uff0c\u4f8b\u5982\u5bb6\u5177\u3001\u82b1\u8349\u3001\u4e66\u7c4d\u7b49\u3002\u90a3\u4e48\uff0c\u786c\u76d8\u5c31\u50cf\u662f\u8fd9\u4e2a\u4ed3\u5e93\uff0c\u6587\u4ef6\u5c31\u662f\u8fd9\u4e9b\u7269\u54c1\u3002
<\/span><\/section>\n

<\/span><\/section>\n
\u5982\u679c\u4f60\u5728\u4ed3\u5e93\u91cc\u5212\u5206\u4e86\u4e00\u4e2a\u533a\u57df\uff0c\u5b89\u6392\u4e86\u4e00\u4e2a\u7ba1\u7406\u5458\uff0c\u8d1f\u8d23\u5b58\u653e\u7269\u54c1\u5e76\u8fdb\u884c\u767b\u8bb0\u3002\u90a3\u4e48\uff0c\u8fd9\u4e2a\u533a\u57df\uff08\u8fd9\u5957\u4f53\u7cfb\uff09\uff0c\u5c31\u662f\u6570\u636e\u5e93\u3002
<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n
<\/span><\/section>\n

<\/span><\/section>\n
\u5e7f\u4e49\u7684\u6570\u636e\u5e93\uff0c\u662f\u4e00\u79cd\u6570\u636e\u96c6\u5408\u3002\u6211\u4eec\u53e3\u5934\u4e0a\u6240\u8bf4\u7684\u6570\u636e\u5e93\uff08\u72ed\u4e49\uff09\uff0c\u5927\u90e8\u5206\u662f\u6307\u90a3\u4e9b\u7528\u4e8e\u642d\u5efa\u3001\u4f7f\u7528\u548c\u7ef4\u62a4\u5e7f\u4e49\u6570\u636e\u5e93\u7684\u7cfb\u7edf\u8f6f\u4ef6\uff0c\u53eb\u505a\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff08DBMS\uff09\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n
<\/section>\n
\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf<\/span>\u5bf9\u6570\u636e\u8fdb\u884c\u7edf\u4e00\u63a7\u5236\u7ba1\u7406\uff0c\u4ee5\u4fdd\u8bc1\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u5b89\u5168\u6027\u3002\u5b83\u8fd8\u5177\u6709\u5bf9\u5916\u7684\u6807\u51c6\u63a5\u53e3\uff0c\u65b9\u4fbf\u5176\u5b83\u5e94\u7528\u8f6f\u4ef6\u5bf9\u6570\u636e\u8fdb\u884c\u8bfb\u5199\u64cd\u4f5c\u3002
<\/span><\/section>\n

<\/span><\/section>\n
\u6211\u4eec\u6bd4\u8f83\u719f\u6089\u7684\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff0c\u5305\u62ecMySQL\u3001SQL Server\u3001Oracle\u3001DB2\u3001Redis\u3001MongoDB\u7b49\u3002<\/span><\/section>\n

<\/span><\/section>\n

<\/span><\/section>\n
\u2588<\/strong><\/span> <\/span>\u6570\u636e\u5e93\u7684\u4f5c\u7528\u548c\u4f18\u52bf<\/strong><\/span><\/section>\n

<\/span><\/section>\n
\u4e4b\u6240\u4ee5\u8981\u6709\u6570\u636e\u5e93\uff0c\u4e3b\u8981\u662f\u4e3a\u4e86\u65b9\u4fbf\u7ba1\u7406\u548c\u4f7f\u7528\u6570\u636e\u3002<\/span><\/section>\n
<\/section>\n
\u6570\u636e\u5e93\u662f\u4fe1\u606f\u65f6\u4ee3\u6700\u91cd\u8981\u7684\u57fa\u7840\u8f6f\u4ef6\u4e4b\u4e00\uff0c\u5730\u4f4d\u4ec5\u6b21\u4e8e\u64cd\u4f5c\u7cfb\u7edf\u3002<\/span><\/section>\n
<\/section>\n
\u5982\u4eca\uff0c\u5927\u91cf\u7684\u4fe1\u606f\u5316\u7cfb\u7edf\u904d\u5e03\u793e\u4f1a\u7684\u6bcf\u4e2a\u89d2\u843d\uff0c\u6bcf\u65f6\u6bcf\u523b\u90fd\u5728\u4ea7\u751f\u6d77\u91cf\u7684\u6570\u636e\u3002\u5982\u679c\u6ca1\u6709\u4e00\u4e2a\u9ad8\u6548\u7684\u7cfb\u7edf\u548c\u5e73\u53f0\u5bf9\u8fd9\u4e9b\u6570\u636e\u8fdb\u884c\u7edf\u4e00\u7ba1\u7406\uff0c\u90a3\u4e48\uff0c\u6548\u7387\u5c31\u4f1a\u4e0b\u964d\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n
<\/span><\/section>\n

<\/span><\/section>\n
\u6570\u636e\u5e93\u5b58\u50a8\u4e86\u6d77\u91cf\u7684\u591a\u7c7b\u578b\u6570\u636e\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u5e93\uff0c\u521b\u5efa\u6570\u636e\u3001\u67e5\u627e\u6570\u636e\u3001\u4fee\u6539\u6570\u636e\u3001\u5220\u9664\u6570\u636e\u3001\u5206\u6790\u6570\u636e\u3001\u5171\u4eab\u6570\u636e\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u5bf9\u4e8e\u4e2a\u4eba\u3001\u4f01\u4e1a\u751a\u81f3\u56fd\u5bb6\u90e8\u95e8\uff0c\u6570\u636e\u5e93\u6709\u7740\u4e0d\u53ef\u66ff\u4ee3\u7684\u4f5c\u7528\u3002\u73b0\u5728\u6574\u4e2a\u793e\u4f1a\u90fd\u5728\u8bb2\u6570\u636e\u4ef7\u503c\u6316\u6398\u3002AI\u7684\u4e09\u5927\u8981\u7d20\u91cc\uff0c\u4e5f\u5305\u62ec\u4e86\u6570\u636e\u3002\u6570\u636e\u7684\u4ef7\u503c\u5728\u63d0\u5347\uff0c\u6570\u636e\u5e93\u7684\u4ef7\u503c\u4e5f\u968f\u4e4b\u63d0\u5347\u3002<\/span><\/section>\n
<\/section>\n
\u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff0c\u9700\u8981\u5177\u5907\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u7684\u4f18\u52bf\u3002
<\/span><\/section>\n

<\/span><\/section>\n
\u9996\u5148\uff0c\u662f\u6027\u80fd\u3002<\/span><\/strong><\/section>\n

<\/span><\/section>\n

\u6570\u636e\u5e93\u6d89\u53ca\u5230\u5927\u91cf\u7684\u6570\u636e\u8bfb\u5199\u64cd\u4f5c\uff0c\u6240\u4ee5\uff0c\u6027\u80fd\u5c31\u663e\u5f97\u975e\u5e38\u91cd\u8981\u3002<\/span><\/p>\n

<\/p>\n

\u5982\u679c\u6570\u636e\u5e93\u7684\u7528\u6237\u5c11\uff0c\u95ee\u9898\u5012\u662f\u4e0d\u5927\u3002\u4f46\u662f\u5982\u679c\u7528\u6237\u591a\uff0c\u4f8b\u598212306\u3001\u6dd8\u5b9d\u53cc11\u7b49\u573a\u666f\uff0c\u77ac\u65f6\u5e76\u53d1\u8bfb\u5199\u7279\u522b\u5927\uff0c\u5c31\u8981\u770b\u6570\u636e\u5e93\u662f\u5426\u80fdhold\u5f97\u4f4f\u3002<\/span><\/p>\n


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

\u8fd9\u91cc\u5c31\u8981\u63d0\u5230\u8457\u540d\u7684ACID\uff08\u539f\u5b50\u6027\u3001\u4e00\u81f4\u6027\u3001\u9694\u79bb\u6027\u3001\u6301\u4e45\u6027\uff09<\/strong>\u7279\u6027\u3002<\/span><\/p>\n

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

\u539f\u5b50\u6027\uff08Atomicity\uff09\uff1a\u4e3a\u907f\u514d\u7ea0\u7eb7\uff0c\u6570\u636e\u5e93\u4e2d\u7684\u4e8b\u52a1\u6267\u884c\u88ab\u89c6\u4f5c\u539f\u5b50\u4e0d\u53ef\u518d\u5206\uff0c\u4e8b\u52a1\uff08\u4f8b\u5982\u8f6c\u8d26\uff09\u4e2d\u7684\u64cd\u4f5c\u8981\u4e48\u5168\u90e8\u6267\u884c\uff0c\u8981\u4e48\u5931\u8d25\u56de\u6eda\uff08Rollback\uff09\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u4e00\u81f4\u6027\uff08Consistency\uff09\uff1a\u4e3a\u4fdd\u8bc1\u4e1a\u52a1\u903b\u8f91\u7684\u4e00\u81f4\u6027\uff0c\u6570\u636e\u5e93\u901a\u8fc7\u8bbe\u7f6e\u7ea6\u675f\u548c\u89e6\u53d1\u5668\u6765\u4fdd\u8bc1\u5176\u5b8c\u6574\u6027\u7ea6\u675f\u4e0d\u88ab\u7834\u574f\uff0c\u5373\u6bcf\u4e2a\u4e8b\u52a1\u80fd\u591f\u770b\u5230\u7684\u6570\u636e\u603b\u662f\u4fdd\u6301\u4e00\u81f4\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u9694\u79bb\u6027\uff08Isolation\uff09\uff1a\u4e3a\u9632\u6b62\u4e8b\u52a1\u4e4b\u95f4\u7684\u810f\u8bfb\u3001\u5e7b\u8bfb\u3001\u4e0d\u53ef\u91cd\u590d\u8bfb\uff0c\u6570\u636e\u5e93\u901a\u8fc7\u52a0\u9501\uff0c\u4fdd\u8bc1\u591a\u4e2a\u4e8b\u52a1\u5e76\u53d1\u8bbf\u95ee\u65f6\uff0c\u4e8b\u52a1\u4e4b\u95f4\u662f\u9694\u79bb\u7684\uff0c\u4e92\u4e0d\u5e72\u6270\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u6301\u4e45\u6027\uff08Durability\uff09\uff1a\u4e3a\u9632\u6b62\u610f\u5916\u4e8b\u6545\uff08\u4f8b\u5982\u65ad\u7535\uff09\u5bfc\u81f4\u6570\u636e\u7f3a\u5931\uff0c\u6570\u636e\u5e93\u4fdd\u8bc1\u4e8b\u52a1\u5bf9\u5176\u6240\u4f5c\u7684\u4fee\u6539\u88ab\u6c38\u4e45\u4fdd\u5b58\uff0c\u4e0d\u4f1a\u88ab\u56de\u6eda\u3002<\/span><\/section>\n
<\/section>\n
\u5176\u6b21\uff0c\u662f\u5bb9\u91cf\u3002
<\/span><\/strong><\/section>\n

<\/span><\/section>\n
\u6570\u636e\u5e93\u8981\u5b58\u653e\u6570\u636e\uff0c\u6240\u4ee5\uff0c\u5bb9\u91cf\u8981\u6ee1\u8db3\u8bbe\u8ba1\u9700\u6c42\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u73b0\u5728\u4e1a\u52a1\u9700\u6c42\u53d8\u5316\u5f88\u5feb\uff0c\u6570\u636e\u5e93\u7684\u6570\u636e\u5f88\u53ef\u80fd\u8fc5\u731b\u589e\u957f\u3002\u6240\u4ee5\uff0c\u6570\u636e\u5e93\u4e5f\u9700\u8981\u5177\u5907\u4e00\u5b9a\u7684\u6269\u5c55\u6027\u548c\u5f39\u6027\uff0c\u80fd\u591f\u7075\u6d3b\u5730\u53d8\u5927\u6216\u8005\u53d8\u5c0f\uff0c\u6ee1\u8db3\u9700\u6c42\u548c\u6210\u672c\u4e4b\u95f4\u7684\u5e73\u8861\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u7b2c\u4e09\uff0c\u662f\u5b89\u5168\u6027\u3002<\/span><\/strong>
<\/span><\/section>\n
<\/section>\n
\u6570\u636e\u5b89\u5168\u7684\u91cd\u8981\u6027\uff0c\u65e0\u9700\u591a\u8a00\u3002\u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5e93\uff0c\u9700\u8981\u62e5\u6709\u5b8c\u5584\u7684\u5b89\u5168\u673a\u5236\uff0c\u4fdd\u62a4\u6570\u636e\u514d\u53d7\u672a\u6388\u6743\u7684\u8bbf\u95ee\uff0c\u4ee5\u53ca\u6765\u81ea\u5916\u90e8\u7684\u653b\u51fb\u3002
<\/span><\/section>\n
<\/section>\n
\u6570\u636e\u5e93\u4e5f\u9700\u8981\u6709\u5b8c\u5584\u7684\u5907\u4efd\u548c\u6062\u590d\u673a\u5236\uff0c\u5728\u6781\u7aef\u60c5\u51b5\u4e0b\uff0c\u80fd\u591f\u5feb\u901f\u6062\u590d\u5230\u6700\u8fd1\u7684\u72b6\u6001\u3002
<\/span><\/section>\n
<\/section>\n
\u7b2c\u56db\uff0c\u662f\u517c\u5bb9\u6027\u3002<\/span><\/strong><\/section>\n
<\/section>\n
\u6570\u636e\u5e93\u9700\u8981\u9075\u5faa\u5f00\u653e\u6807\u51c6\u7684API\uff0c\u4f7f\u5f97\u81ea\u8eab\u66f4\u5bb9\u6613\u4e0e\u5176\u5b83\u5e94\u7528\u548c\u670d\u52a1\u96c6\u6210\uff0c\u4fc3\u8fdb\u6570\u636e\u5171\u4eab\u548c\u4e92\u64cd\u4f5c\u6027\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u603b\u4e4b\uff0c\u6570\u636e\u5e93\u7684\u4f5c\u7528\u8fdc\u4e0d\u6b62\u4e8e\u7b80\u5355\u7684\u6570\u636e\u5b58\u653e\u3002\u4f5c\u4e3a\u4e00\u4e2a\u6838\u5fc3\u7ec4\u4ef6\uff0c\u5b83\u5fc5\u987b\u7ecf\u8fc7\u4e25\u683c\u4e14\u7f1c\u5bc6\u7684\u8bbe\u8ba1\uff0c\u80fd\u591f\u4e3a\u5404\u7c7b\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u7a33\u5b9a\u53ef\u9760\u7684\u652f\u6491\uff0c\u4fdd\u969c\u6570\u636e\u7684\u5b89\u5168\u6027\u3001\u5b8c\u6574\u6027\u548c\u9ad8\u6548\u5229\u7528\u3002<\/span><\/section>\n
\n<\/section>\n
\u2588<\/span> \u6570\u636e\u5e93\u7684\u7c7b\u522b<\/strong>
<\/section>\n
<\/section>\n
\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u518d\u770b\u770b\u6570\u636e\u5e93\u7684\u7c7b\u522b\u3002<\/span><\/section>\n
<\/section>\n
\u6570\u636e\u5e93\u7684\u79cd\u7c7b\u5f88\u591a\uff0c\u5206\u7c7b\u65b9\u6cd5\u4e5f\u5f88\u591a\u3002\u6211\u4eec\u4e0d\u59a8\u5c31\u4ee5\u5386\u53f2\u65f6\u95f4\u7ebf\u7684\u7ef4\u5ea6\uff0c\u5bf9\u51e0\u79cd\u4e3b\u8981\u7684\u5206\u7c7b\u65b9\u5f0f\u8fdb\u884c\u4ecb\u7ecd\u3002
<\/span><\/section>\n

<\/span><\/section>\n
    \n
  • \n
    1960-1970\uff1a\u840c\u82bd\u9636\u6bb5<\/span><\/strong><\/section>\n<\/li>\n<\/ul>\n

    <\/span><\/section>\n
    \u4e0a\u4e16\u7eaa60\u5e74\u4ee3\uff0c\u968f\u7740\u8ba1\u7b97\u673a\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\u548c\u6210\u719f\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u5927\u578b\u673a\u5f00\u59cb\u5e94\u7528\u4e8e\u91d1\u878d\u8bc1\u5238\u3001\u822a\u7a7a\u822a\u5929\u3001\u5de5\u4e1a\u5236\u9020\u3001\u519b\u4e8b\u56fd\u9632\u7b49\u9886\u57df\uff0c\u6380\u8d77\u4e86\u4e00\u573a\u4fe1\u606f\u5316\u9769\u547d\u3002
    <\/span><\/section>\n

    <\/span><\/section>\n
    <\/section>\n
    <\/span><\/section>\n

    <\/span><\/section>\n
    \u6709\u4e86\u4fe1\u606f\u5316\uff0c\u5c31\u50ac\u751f\u4e86\u5927\u91cf\u7684\u6570\u636e\u3002\u4e3a\u4e86\u66f4\u597d\u5730\u7ba1\u7406\u8fd9\u4e9b\u6570\u636e\uff0c\u5c31\u6709\u4eba\u5f00\u59cb\u63d0\u51fa\u6570\u636e\u5e93\u7cfb\u7edf\u7684\u6982\u5ff5\u3002
    <\/span><\/section>\n

    <\/span><\/section>\n
    1961\u5e74\uff0c\u7f8e\u56fd\u901a\u7528\u7535\u6c14\u516c\u53f8\u7684\u67e5\u5c14\u65af\u00b7\u5df4\u8d6b\u66fc\uff08Charles Bachman\uff09\uff0c\u6210\u529f\u5f00\u53d1\u51fa\u4e16\u754c\u4e0a\u7b2c\u4e00\u4e2a\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u2014\u2014IDS\uff08IntegratedData Store\uff0c\u96c6\u6210\u6570\u636e\u5b58\u50a8\uff09\uff0c\u5960\u5b9a\u4e86\u7f51\u72b6\u6570\u636e\u5e93\u7684\u57fa\u7840\uff0c\u5e76\u5728\u5f53\u65f6\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u53d1\u884c\u548c\u5e94\u7528\u3002<\/span><\/section>\n
    <\/section>\n
    1968\u5e74\uff0cIBM\u516c\u53f8\u521b\u5efa\u4e86\u5c42\u6b21\u5f0f\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edfIMS\uff08Information Management System\uff09\uff0c\u662f\u4e16\u754c\u4e0a\u9996\u4e2a\u5546\u4e1a\u6570\u636e\u5e93\u7cfb\u7edf\u3002<\/span><\/section>\n

    <\/span><\/section>\n
      \n
    • \n
      1970-2000\uff1a\u5173\u7cfb\u578b\u3001\u4e8b\u52a1\u578b\u6570\u636e\u5e93<\/span><\/strong><\/section>\n<\/li>\n<\/ul>\n

      <\/span><\/section>\n
      \u53c8\u8fc7\u4e86\u4e24\u5e74\uff0c\u5230\u4e861970\u5e74\uff0cIBM\u516c\u53f8\u7684\u7814\u7a76\u5458\u57c3\u5fb7\u52a0\u00b7\u5f17\u5170\u514b\u00b7\u79d1\u5fb7\uff08Edgar Frank Codd\uff09\u53d1\u8868\u4e86\u4e00\u7bc7\u540d\u4e3a\u300a\u5927\u578b\u5171\u4eab\u6570\u636e\u5e93\u6570\u636e\u7684\u5173\u7cfb\u6a21\u578b\u300b\u7684\u91cd\u78c5\u8bba\u6587\u3002\u5728\u8bba\u6587\u4e2d\uff0c\u4ed6\u63d0\u51fa\u4e86\u6570\u636e\u5e93\u7684\u5173\u7cfb\u6a21\u578b\uff0c\u5f00\u521b\u4e86\u5173\u7cfb\u6570\u636e\u5e93\u65f6\u4ee3\u3002<\/span><\/section>\n

      <\/span><\/section>\n

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


      <\/span><\/section>\n
      1973\u5e74\uff0cIBM\u542f\u52a8\u4e86System R\u9879\u76ee\u3002\u540e\u6765\uff0c\u5728System R\u9879\u76ee\u7684\u57fa\u7840\u4e0a\uff0c<\/span>\u52a0\u5229\u798f\u5c3c\u4e9a\u5927\u5b66\u67cf\u514b\u83b1\u5206\u6821\u542f\u52a8\u4e86ingres\u9879\u76ee\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u8fd9\u4e24\u4e2a\u9879\u76ee\u7684\u610f\u4e49\u6781\u4e3a\u91cd\u5927\u30021970-80\u5e74\u4ee3\u51fa\u73b0\u7684\u591a\u4e2a\u7ecf\u5178\u6570\u636e\u5e93\u4ea7\u54c1\uff0c\u5305\u62ecOracle\u3001DB2\u3001Informix\u3001Sybase\u3001SQL Server\uff0c\u90fd\u662f\u57fa\u4e8eSystem R\u548cingres\u9879\u76ee<\/span><\/span>\u884d\u751f\u51fa\u6765\u7684\u3002\u8fd9\u4e9b\u6570\u636e\u5e93\u4ea7\u54c1\uff0c\u6781\u5927\u5730\u52a9\u529b\u4e86\u5f53\u65f6\u7684\u4fe1\u606f\u5316\u6d6a\u6f6e\uff0c\u4e3a\u8ba1\u7b97\u673a\u7684\u666e\u53ca\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      <\/section>\n
      <\/span><\/section>\n

      <\/span><\/section>\n
      \u521a\u624d\u63d0\u5230\u7684\u8fd9\u4e9b\u6570\u636e\u5e93\u4ea7\u54c1\uff0c\u5168\u90e8\u90fd\u662f\u5173\u7cfb\u578b\u6570\u636e\u5e93\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u6570\u636e\u5e93\u6709\u5f88\u591a\u79cd\u6a21\u578b\u3002\u6bd4\u8f83\u539f\u59cb\u7684\uff0c\u662f\u5c42\u6b21\u6a21\u578b\u548c\u7f51\u72b6\u6a21\u578b\u3002\u6bd4\u8f83\u4e3b\u6d41\u7684\uff0c\u662f\u5173\u7cfb\u6a21\u578b\u548c\u975e\u5173\u7cfb\u6a21\u578b\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      <\/section>\n
      <\/section>\n
      \u5173\u7cfb\u6a21\u578b\u7684\u6700\u5927\u7279\u70b9\uff0c\u5c31\u662f\u53ef\u4ee5\u4f7f\u7528\u8868\u683c\u6765\u8868\u793a\u5b9e\u4f53\u548c\u5b9e\u4f53\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u6bcf\u4e00\u884c\u4ee3\u8868\u4e00\u4e2a\u5b9e\u4f53\u5b9e\u4f8b\uff0c\u6bcf\u4e00\u5217\u4ee3\u8868\u5b9e\u4f53\u7684\u4e00\u4e2a\u5c5e\u6027\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\uff0c\u6bcf\u4e2a\u8868\u6709\u552f\u4e00\u7684\u540d\u5b57\u3002\u8868\u7684\u6bcf\u4e00\u884c\u4ee3\u8868\u4e86\u4e00\u7ec4\u503c\u4e4b\u95f4\u7684\u8054\u7cfb\uff0c\u79f0\u4e3a\u5143\u7ec4\uff08Tuple\uff09\u3002\u6bcf\u4e00\u5217\u662f\u5b9e\u4f53\u7684\u63cf\u8ff0\uff0c\u5177\u6709\u76f8\u540c\u7684\u6570\u636e\u7c7b\u578b\uff0c\u79f0\u4e3a\u5c5e\u6027\uff08Attribute\uff09\u6216\u8005\u5b57\u6bb5\uff08Field\uff09\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      <\/section>\n
      <\/span><\/section>\n

      <\/span><\/section>\n
      \u5927\u5bb6\u5e94\u8be5\u6ce8\u610f\u5230\u4e86\uff0c\u5f88\u591a\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff08\u5305\u62ecSQL Server\u3001MySQL\u3001PostgreSQL<\/span>\uff09\uff0c\u90fd\u6709\u4e00\u4e2aSQL<\/strong>\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      <\/span><\/section>\n

      <\/span><\/section>\n
      SQL\u7684\u610f\u601d\uff0c\u662fStructured Query Language\uff0c\u7ed3\u6784\u5316\u67e5\u8be2\u8bed\u8a00\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u8fd9\u662f\u4e00\u79cd\u7528\u4e8e\u8bbf\u95ee\u548c\u5904\u7406\u201c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u201d\u7684\u6807\u51c6\u8ba1\u7b97\u673a\u8bed\u8a00\u3002SQL\u8bed\u53e5\u65e2\u53ef\u4ee5\u67e5\u8be2\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\uff0c\u4e5f\u53ef\u4ee5\u6dfb\u52a0\u3001\u66f4\u65b0\u548c\u5220\u9664\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\uff0c\u8fd8\u53ef\u4ee5\u5bf9\u6570\u636e\u5e93\u8fdb\u884c\u7ba1\u7406\u548c\u7ef4\u62a4\u64cd\u4f5c\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u4f8b\u5982\uff0c\u4e0b\u9762\u8fd9\u4e2a\uff0c\u5c31\u662f\u4e00\u4e2a\u5178\u578b\u7684SQL\u547d\u4ee4\uff0c\u8868\u793a\u8981\u63d2\u5165\u4e00\u6761\u6570\u636e<\/span>\uff1a<\/span><\/section>\n

      <\/span><\/section>\n
      INSERT INTO students (id, name, age) VALUES (1, ‘\u5f20\u4e09’, 20);<\/span><\/em><\/section>\n

      <\/span><\/section>\n
      80-90\u5e74\u4ee3\u7684\u4e3b\u6d41\u6570\u636e\u5e93\uff0c\u9664\u4e86\u57fa\u672c\u5c5e\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e4b\u5916\uff0c\u5728\u4e1a\u52a1\u7c7b\u578b\u4e0a\uff0c\u4e5f\u5c5e\u4e8e\u4e8b\u52a1\u578b\u6570\u636e\u5e93\uff08\u4ea4\u6613\u578b\u6570\u636e\u5e93\uff09\uff0c\u5373OLTP\uff08Online Transactional Processing\uff09<\/strong>\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u8fd9\u7c7b\u6570\u636e\u5e93\u4e3b\u8981\u7528\u4e8e\u7ba1\u7406\u5b9e\u65f6\u4ea4\u6613\uff08\u94f6\u884c\u3001\u7535\u5546\u3001\u8ba2\u7968\u7b49\uff09\uff0c\u4e3b\u8981\u7279\u70b9\u662f\u80fd\u591f\u652f\u6301\u5927\u91cf\u7684\u8bfb\u5199\u64cd\u4f5c\uff08\u7b80\u77ed\u7684\u3001\u5c0f\u89c4\u6a21\uff09\uff0c\u80fd\u591f\u786e\u4fdd\u6570\u636e\u5e93\u7684\u5b8c\u6574\u6027\u548c\u4e00\u81f4\u6027\u3002<\/span><\/section>\n

      <\/span><\/section>\n
        \n
      • \n
        2000-2010\uff1a\u975e\u5173\u7cfb\u578b\u3001\u5206\u6790\u578b\u6570\u636e\u5e93<\/span><\/strong>
        <\/span><\/section>\n<\/li>\n<\/ul>\n

        <\/span><\/section>\n
        \u4e0a\u4e16\u7eaa90\u5e74\u4ee3\u672b\uff0c\u6570\u636e\u5e93\u7684\u53d1\u5c55\u8fdb\u5165\u4e00\u4e2a\u65b0\u7684\u9636\u6bb5\u3002\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5f00\u59cb\u5d1b\u8d77\u3002
        <\/span><\/section>\n

        <\/span><\/section>\n
        1998\u5e74\uff0c\u5361\u7f57\u00b7\u65af\u7279\u7f57\u5179\uff08Carlo Strozzi\uff09\u5f00\u53d1\u4e86\u4e00\u4e2a\u8f7b\u91cf\u3001\u5f00\u6e90\u3001\u4e0d\u63d0\u4f9bSQL\u529f\u80fd\u7684\u6570\u636e\u5e93\uff0c\u5373NoSQL\u3002<\/span><\/span><\/section>\n

        <\/span><\/span><\/section>\n
        <\/section>\n
        <\/section>\n
        \u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cNoSQL\u5e76\u4e0d\u662f\u201cNo SQL\u201d\uff08\u62d2\u7eddSQL\uff09<\/span>\u610f\u601d\uff0c\u800c\u662f\u201cNot Only SQL\u201d\uff08\u4e0d\u53ea\u662fSQL\uff09\u3002<\/span><\/span><\/section>\n

        <\/span><\/section>\n
        NoSQL\u5e76\u975e\u5b8c\u5168\u66ff\u4ee3\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u800c\u662f\u4e3a\u4e86\u5e94\u5bf9Web 2.0\u65f6\u4ee3\u4e92\u8054\u7f51\u5e94\u7528\u5feb\u901f\u589e\u957f\u6240\u5e26\u6765\u7684\u6311\u6218\u3002\u5b83\u9488\u5bf9\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\uff0c\u63d0\u4f9b\u4e86\u66f4\u591a\u9009\u62e9\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        \u975e\u5173\u7cfb\u6570\u636e\u6a21\u578b\u5e76\u4e0d\u9075\u5faa\u4f20\u7edf\u7684\u5173\u7cfb\u6570\u636e\u5e93\u6a21\u578b\u53ca\u5176SQL\u67e5\u8be2\u8bed\u8a00\u3002\u5b83\u7684\u51fa\u73b0\uff0c\u80fd\u591f\u89e3\u51b3\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5728\u6269\u5c55\u6027\u548c\u7075\u6d3b\u6027\u65b9\u9762\u7684\u4e00\u4e9b\u5c40\u9650\u6027\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        <\/section>\n
        <\/section>\n
        \u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5305\u62ec\u4e86\u5f88\u591a\u5b50\u7c7b\u578b\uff0c\u4f8b\u5982\u952e\u503c\u6570\u636e\u5e93\u3001\u5217\u65cf\u6570\u636e\u5e93\u3001\u6587\u6863\u6570\u636e\u5e93\u3001\u56fe\u6570\u636e\u5e93\u7b49\u3002\u5177\u4f53\u7c7b\u578b\u548c\u5178\u578b\u4ea7\u54c1\u5982\u4e0b\uff1a<\/span><\/section>\n

        <\/span><\/section>\n
        <\/section>\n
        <\/span><\/section>\n
        <\/section>\n
        \u9664\u4e86\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e4b\u5916\uff0c\u6570\u636e\u5e93\u4e5f\u4ece\u4e8b\u52a1\u6027\u5411\u5206\u6790\u578b\u53d1\u5c55\uff0c\u5373OLAP\uff08Online Analytical Processing\uff09\u3002<\/span><\/section>\n
        <\/section>\n
        \u8fd9\u4e5f\u662f\u7531\u65f6\u4ee3\u51b3\u5b9a\u7684\u3002\u56e0\u4e3a\u6570\u636e\u9664\u4e86\u7528\u4e8e\u67e5\u8be2\u548c\u8bb0\u5f55\u4e4b\u5916\uff0c\u8981\u5f00\u59cb\u4e3a\u5927\u6570\u636e\u3001\u6570\u636e\u5206\u6790\u7b49\u65b0\u5174\u4e1a\u52a1\u670d\u52a1\u3002<\/span><\/section>\n
        <\/section>\n
        \u5206\u6790\u578b\u6570\u636e\u5e93\u5141\u8bb8\u7528\u6237\u5bf9\u5927\u91cf\u5386\u53f2\u6570\u636e\u8fdb\u884c\u590d\u6742\u7684\u67e5\u8be2\u548c\u5206\u6790\uff0c\u4ee5\u63ed\u793a\u9690\u85cf\u5728\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u548c\u8d8b\u52bf\uff0c\u4e3a\u4e0a\u5c42\u51b3\u7b56\u63d0\u4f9b\u652f\u6301\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        <\/section>\n
        <\/section>\n
        \u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u90a3\u4e00\u65f6\u671f\uff0c\u6570\u636e\u4ed3\u5e93\uff08Data Warehouse\uff09\u7684\u6982\u5ff5\u51fa\u73b0\u4e86\u3002<\/span><\/section>\n
        <\/section>\n
        \u6240\u8c13\u6570\u636e\u4ed3\u5e93\uff0c\u5c31\u662f\u6570\u636e\u5e93\u7684\u4e00\u79cd\u6f14\u8fdb\u3002\u5b83\u96c6\u6210\u4e86\u6765\u81ea\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\uff0c\u5e76\u7ecf\u8fc7\u6e05\u6d17\u3001\u8f6c\u6362\u548c\u6574\u5408\uff0c\u4ee5\u4fbf\u4e8e\u8fdb\u884c\u9ad8\u6548\u7684\u6570\u636e\u5206\u6790\u548c\u62a5\u544a\u3002<\/span><\/section>\n

        <\/span><\/section>\n
        \u9650\u4e8e\u7bc7\u5e45\uff0c\u5173\u4e8e\u6570\u636e\u4ed3\u5e93\u548c\u5f85\u4f1a\u63d0\u5230\u7684\u6570\u636e\u6e56\uff0c\u5c0f\u67a3\u541b\u540e\u7eed\u4f1a\u4e13\u95e8\u4ecb\u7ecd\u3002<\/span><\/section>\n

        <\/span><\/section>\n
          \n
        • \n
          2010-\u73b0\u5728\uff1a\u878d\u5408\u3001\u4e91\u5316\u3001AI\u3001\u56fd\u4ea7<\/span><\/strong>
          <\/span><\/section>\n<\/li>\n<\/ul>\n

          <\/span><\/section>\n
          2010\u5e74\u4e4b\u540e\uff0c\u6570\u636e\u5e93\u6280\u672f\u7ee7\u7eed\u84ec\u52c3\u53d1\u5c55\uff0c\u51fa\u73b0\u4e86\u5f88\u591a\u65b0\u7684\u8d8b\u52bf\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u9996\u5148\uff0c\u7ee7SQL\u3001NoSQL\u4e4b\u540e\uff0c\u53c8\u51fa\u73b0\u4e86NewSQL\u7684\u6982\u5ff5\u3002<\/span><\/strong><\/span><\/section>\n

          <\/span><\/section>\n
          <\/span><\/section>\n

          <\/span><\/section>\n
          NewSQL<\/span>\u662f\u4e00\u7c7b\u65b0\u578b\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff0c\u7ed3\u5408\u4e86SQL\u548cNoSQL\u7684\u4f18\u70b9\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u5b83\u89e3\u51b3\u4e86\u4f20\u7edf\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u548c\u9ad8\u5e76\u53d1\u8bbf\u95ee\u65f6\u7684\u6027\u80fd\u74f6\u9888\uff0c\u540c\u65f6\u4fdd\u7559ACID\u7279\u6027\u4ee5\u53ca\u5bf9SQL\u67e5\u8be2\u8bed\u8a00\u7684\u652f\u6301\uff0c\u975e\u5e38\u9002\u7528\u4e8e\u9700\u8981\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u548c\u9ad8\u5e76\u53d1\u8bbf\u95ee\u7684\u573a\u666f\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          NewSQL\u7684\u4ee3\u8868\u4ea7\u54c1\uff0c\u5305\u62ecGoogle Spanner\u3001CockroachDB\u3001TiDB\u7b49\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u5176\u6b21\uff0c\u7ee7\u4e8b\u52a1\u6027\u3001\u5206\u6790\u578b\u4e4b\u540e\uff0c\u51fa\u73b0\u4e86\u6df7\u5408\u578b\u6570\u636e\u5e93\uff08HTAP\uff0cHybrid Transactional \/ Analytical Processing\uff09\u3002<\/span><\/strong><\/span><\/section>\n

          <\/span><\/section>\n
          \u8fd9\u4e5f\u662f\u4e00\u79cd\u878d\u5408\u8d8b\u52bf\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u7b80\u5355\u6765\u8bf4\uff0cHTAP\u662f\u7ed3\u5408\u4e86OLTP\u548cOLAP\u7684\u4f18\u70b9\u3002\u5b83\u662f\u4e00\u79cd\u65b0\u5174\u7684\u6570\u636e\u5e93\u67b6\u6784\uff0c\u80fd\u591f\u540c\u65f6\u652f\u6491OLTP\u548cOLAP\u573a\u666f\uff0c\u907f\u514d\u4f20\u7edf\u67b6\u6784\u4e2d\u5927\u91cf\u6570\u636e\u4ea4\u4e92\u9020\u6210\u7684\u8d44\u6e90\u6d6a\u8d39\u548c\u51b2\u7a81\u3002<\/span><\/span><\/section>\n

          <\/span><\/span><\/section>\n
          <\/span>
          <\/span><\/section>\n

          <\/span><\/section>\n
          \u7b2c\u4e09\uff0c\u662f\u4e91\u6570\u636e\u5e93\u548c\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u7684\u5d1b\u8d77\u3002<\/span><\/strong>
          <\/span><\/section>\n

          <\/span><\/section>\n
          \u8fd9\u4e2a\u6bd4\u8f83\u597d\u7406\u89e3\u3002\u4ee5\u524d\u90fd\u662f\u5355\u673a\u6570\u636e\u5e93\u3002\u540e\u6765\uff0c\u6570\u636e\u5e93\u5e76\u53d1\u8d8a\u6765\u8d8a\u5927\uff0c\u5bf9\u5b89\u5168\u8981\u6c42\u8d8a\u6765\u8d8a\u9ad8\uff0c\u5c31\u6709\u4e86\u4e3b\u4ece\u6570\u636e\u5e93\uff0c\u518d\u7136\u540e\uff0c\u5c31\u662f\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u5206\u5e03\u5f0f\u6570\u636e\u5e93\uff0c\u6570\u636e\u5206\u5e03\u5728\u591a\u53f0\u670d\u52a1\u5668\u4e0a\uff0c\u901a\u8fc7\u7f51\u7edc\u8fde\u63a5\u534f\u540c\u5de5\u4f5c\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u65e2\u53ef\u4ee5\u6269\u5c55\u5b58\u50a8\u548c\u5904\u7406\u80fd\u529b\uff0c\u4e5f\u53ef\u4ee5\u63d0\u9ad8\u7cfb\u7edf\u7684\u53ef\u7528\u6027\u548c\u5bb9\u9519\u6027\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          <\/section>\n
          <\/span><\/section>\n

          <\/span><\/section>\n
          \u5f53\u7136\uff0c\u5206\u5e03\u5f0f\u6570\u636e\u5e93\uff0c\u7ba1\u7406\u548c\u7ef4\u62a4\u65b9\u9762\u4f1a\u66f4\u590d\u6742\u4e00\u4e9b\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u4e91\u6570\u636e\u5e93\uff0c\u662f\u54cd\u5e94\u4e91\u8ba1\u7b97\u7684\u53d1\u5c55\uff0c\u628a\u672c\u5730\u6570\u636e\u5e93\u8fc1\u79fb\u5230\u4e91\u7aef\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u7b2c\u56db\uff0c\u7ee7\u6570\u636e\u4ed3\u5e93\u4e4b\u540e\uff0c\u53c8\u51fa\u73b0\u4e86\u6570\u636e\u6e56\u3001\u6e56\u4ed3\u4e00\u4f53\u3002<\/span><\/strong>
          <\/span><\/section>\n

          <\/span><\/section>\n
          \u9650\u4e8e\u7bc7\u5e45\uff0c\u540e\u7eed\u4e13\u95e8\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u8fd9\u51e0\u4e2a\u6982\u5ff5\u3002
          <\/span><\/section>\n

          <\/span><\/section>\n
          \u7b2c\u4e94\uff0c\u662f\u6570\u636e\u5e93\u5f00\u59cb\u5f15\u5165AI\uff0c\u8d70\u5411\u667a\u80fd\u5316\u3002<\/span><\/strong><\/section>\n

          <\/span><\/section>\n
          \u5c06AI\u4eba\u5de5\u667a\u80fd\u5f15\u5165\u6570\u636e\u5e93\uff0c\u4e5f\u662f\u4e00\u4e2a\u91cd\u8981\u8d8b\u52bf\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          AI\u80fd\u53d1\u6325\u7684\u4f5c\u7528\u5f88\u591a\u3002\u4e00\u65b9\u9762\uff0c\u53ef\u4ee5\u5b9e\u73b0\u66f4\u9ad8\u7684\u67e5\u8be2\u548c\u5b58\u50a8\u6548\u7387\uff0c\u5e76\u81ea\u52a8\u5316\u5904\u7406\u5404\u79cd\u4efb\u52a1\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u53ef\u4ee5\u5206\u6790\u5927\u91cf\u6570\u636e\u8bb0\u5f55\uff0c\u6807\u8bb0\u5f02\u5e38\u503c\u548c\u5f02\u5e38\u6a21\u5f0f\uff0c\u81ea\u52a8\u9632\u8303\u6076\u610f\u8bbf\u95ee\u4e0e\u653b\u51fb\uff0c\u63d0\u5347\u5b89\u5168\u6027\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u9664\u6b64\u4e4b\u5916\uff0cAI\u8fd8\u53ef\u4ee5\u4e3b\u52a8\u5b9e\u73b0\u6570\u636e\u5e93\u7684\u667a\u80fd\u8c03\u4f18\uff0c\u63d0\u5347\u6570\u636e\u5e93\u7684\u6574\u4f53\u6027\u80fd\u3002\u6216\u8005\uff0c\u81ea\u52a8\u8fdb\u884c\u7cfb\u7edf\u7ef4\u62a4\u64cd\u4f5c\uff0c\u51cf\u5c11\u8fd0\u8425\u7ef4\u62a4\u6210\u672c\uff0c\u4e5f\u907f\u514d\u4eba\u4e3a\u9519\u8bef\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u7b2c\u516d\uff0c\u662f\u56fd\u4ea7\u6570\u636e\u5e93\u66ff\u4ee3\u7684\u52a0\u901f\u3002<\/span><\/strong><\/span><\/section>\n
          <\/section>\n
          \u6700\u8fd1\u5341\u591a\u5e74\uff0c\u56fd\u4ea7\u6570\u636e\u5e93\u7684\u53d1\u5c55\u901f\u5ea6\u6781\u5feb\u3002\u5728\u4fe1\u521b\u6218\u7565\u7684\u63a8\u52a8\u4e0b\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u56fd\u5185\u4f01\u4e1a\u548c\u653f\u5e9c\u90e8\u95e8\u5f00\u59cb\u542f\u7528\u56fd\u4ea7\u6570\u636e\u5e93\uff0c\u8fdb\u884c\u56fd\u4ea7\u5316\u66ff\u4ee3\u3002<\/span>
          <\/section>\n

          <\/span><\/section>\n
          <\/section>\n
          <\/span><\/section>\n
          \u56fe\u7247\u5f15\u7528\u6765\u6e90\uff1a\u827e\u745e\u54a8\u8be2<\/span><\/section>\n

          <\/span><\/section>\n
          <\/section>\n
          \u2588<\/span> \u7ed3\u8bed<\/strong><\/span>
          <\/span><\/section>\n

          <\/span><\/section>\n
          \u597d\u5566\uff0c\u4ee5\u4e0a\u5c31\u662f\u5173\u4e8e\u6570\u636e\u5e93\u7684\u57fa\u672c\u4ecb\u7ecd\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u6570\u636e\u662f21\u4e16\u7eaa\u6700\u6709\u4ef7\u503c\u7684\u65e0\u5f62\u8d44\u4ea7\u3002\u5b58\u50a8\u548c\u5229\u7528\u6570\u636e\uff0c\u5bf9\u6bcf\u4e2a\u4eba\u3001\u6bcf\u4e2a\u4f01\u4e1a\u3001\u6bcf\u4e2a\u653f\u5e9c\u90fd\u610f\u4e49\u91cd\u5927\u3002\u50cf\u6570\u636e\u5e93\u3001\u6570\u636e\u4ed3\u5e93\u3001\u6570\u636e\u6e56\u8fd9\u6837\u7684\u6570\u636e\u5e73\u53f0\uff0c\u662f\u5145\u5206\u5229\u7528\u6570\u636e\u4ef7\u503c\u7684\u524d\u63d0\uff0c\u4e5f\u662f\u53d1\u5c55AI\u7684\u524d\u63d0\u3002<\/span><\/section>\n

          <\/span><\/section>\n
          \u76f8\u4fe1\u672a\u6765\u51e0\u5e74\uff0c\u6570\u636e\u5e93\u6280\u672f\u8fd8\u5c06\u4fdd\u6301\u9ad8\u901f\u53d1\u5c55\uff0c\u6d8c\u73b0\u51fa\u66f4\u591a\u7684\u521b\u65b0\u3002
          <\/span><\/section>\n
          <\/section>\n
          <\/section>\n

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

          \u6587\u7ae0\u8f6c\u8f7d\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a\u9c9c\u67a3\u8bfe\u5802<\/p>\n","protected":false},"excerpt":{"rendered":"

          \u4eca\u5929\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6211\u4eec\u6765\u804a\u804a\u6570\u636e\u5e93\u3002 \u2588 \u4ec0\u4e48\u662f\u6570\u636e\u5e93 \u5bf9\u4e8e\u6570\u636e\u5e93\uff0c\u5927\u5bb6\u5e94\u8be5\u90fd\u4e0d\u4f1a\u89c9\u5f97\u964c\u751f\u3002\u4f5c\u4e3a\u91cd\u8981\u7684\u57fa […]<\/p>\n","protected":false},"author":1,"featured_media":2460,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[470],"tags":[453,269],"class_list":["post-2458","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-470","tag-453","tag-269"],"_links":{"self":[{"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/posts\/2458"}],"collection":[{"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2458"}],"version-history":[{"count":1,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/posts\/2458\/revisions"}],"predecessor-version":[{"id":2461,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/posts\/2458\/revisions\/2461"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/media\/2460"}],"wp:attachment":[{"href":"http:\/\/www.xzclass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2458"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2458"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2458"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}