{"id":62383,"date":"2026-01-19T22:42:29","date_gmt":"2026-01-19T14:42:29","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/62383.html"},"modified":"2026-01-19T22:42:29","modified_gmt":"2026-01-19T14:42:29","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%ae%9e%e6%88%98%ef%bc%9a%e5%9f%ba%e4%ba%8e%e5%a4%a7%e6%95%b0%e6%8d%ae%e6%88%bf%e5%b1%8b%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-python%e6%88%bf%e4%bb%b7%e9%a2%84","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/62383.html","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7"},"content":{"rendered":"

<\/h2>\n

\u535a\u4e3b\u4ecb\u7ecd：\u270c\u5168\u7f51\u7c89\u4e1d10W+，\u524d\u4e92\u8054\u7f51\u5927\u5382\u8f6f\u4ef6\u7814\u53d1\u3001\u96c6\u7ed3\u7855\u535a\u82f1\u8c6a\u6210\u7acb\u8f6f\u4ef6\u5f00\u53d1\u5de5\u4f5c\u5ba4，\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\u9879\u76ee\u5b9e\u62186\u5e74\u4e4b\u4e45，\u7d2f\u8ba1\u5f00\u53d1\u9879\u76ee\u4f5c\u54c1\u4e0a\u4e07\u5957\u3002\u51ed\u501f\u4e30\u5bcc\u7684\u7ecf\u9a8c\u4e0e\u4e13\u4e1a\u5b9e\u529b，\u5df2\u5e2e\u52a9\u6210\u5343\u4e0a\u4e07\u7684\u5b66\u751f\u987a\u5229\u6bd5\u4e1a，\u9009\u62e9\u6211\u4eec，\u5c31\u662f\u9009\u62e9\u653e\u5fc3\u3001\u9009\u62e9\u5b89\u5fc3\u6bd5\u4e1a\u270c > 🍅\u60f3\u8981\u83b7\u53d6\u5b8c\u6574\u6587\u7ae0\u6216\u8005\u6e90\u7801，\u6216\u8005\u4ee3\u505a，\u62c9\u5230\u6587\u7ae0\u5e95\u90e8\u5373\u53ef\u4e0e\u6211\u8054\u7cfb\u4e86\u3002🍅<\/p>\n

\u70b9\u51fb\u67e5\u770b\u4f5c\u8005\u4e3b\u9875，\u4e86\u89e3\u66f4\u591a\u9879\u76ee！<\/p>\n

🍅\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u5148\u6536\u85cf\u8d77\u6765，\u70b9\u8d5e\u3001\u5173\u6ce8\u4e0d\u8ff7\u8def，\u5927\u5bb6\u5728\u6bd5\u8bbe\u9009\u9898，\u9879\u76ee\u4ee5\u53ca\u8bba\u6587\u7f16\u5199\u7b49\u76f8\u5173\u95ee\u9898\u90fd\u53ef\u4ee5\u7ed9\u6211\u7559\u8a00\u54a8\u8be2，\u5e0c\u671b\u5e2e\u52a9\u540c\u5b66\u4eec\u987a\u5229\u6bd5\u4e1a\u00a0\u3002🍅<\/p>\n

1\u3001\u6bd5\u4e1a\u8bbe\u8ba1：2026\u5e74\u8ba1\u7b97\u673a\u4e13\u4e1a\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u6c47\u603b（\u5efa\u8bae\u6536\u85cf）\u2705<\/p>\n

2\u3001\u6700\u5168\u8ba1\u7b97\u673a\u4e13\u4e1a\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u5927\u5168（\u5efa\u8bae\u6536\u85cf）\u2705<\/p>\n

1\u3001\u9879\u76ee\u4ecb\u7ecd<\/h3>\n

58\u540c\u57ce\u623f\u4ea7\u6570\u636e\u5206\u6790\u4e0e\u9884\u6d4b\u9879\u76ee\u4ecb\u7ecd<\/p>\n

\u672c\u9879\u76ee\u4ee558\u540c\u57ce\u623f\u4ea7\u6570\u636e\u4e3a\u6838\u5fc3，\u57fa\u4e8ePython\u8bed\u8a00\u6784\u5efa，\u878d\u5408MySQL\u3001Flask\u3001Echarts\u7b49\u591a\u6280\u672f\u6808，\u6253\u9020\u96c6\u6570\u636e\u91c7\u96c6\u3001\u5206\u6790\u3001\u9884\u6d4b\u4e8e\u4e00\u4f53\u7684\u7efc\u5408\u623f\u4ea7\u6570\u636e\u5e73\u53f0\u3002\u901a\u8fc7requests\u722c\u866b\u5b9a\u5411\u6293\u53d6\u623f\u4ea7\u4fe1\u606f，\u7ecfMySQL\u9ad8\u6548\u5b58\u50a8\u540e，\u4f9d\u6258Flask\u6846\u67b6\u642d\u5efa\u7a33\u5b9a\u4ea4\u4e92\u754c\u9762，\u5b9e\u73b0\u5168\u6d41\u7a0b\u6570\u636e\u5904\u7406\u4e0e\u53ef\u89c6\u5316\u5c55\u793a\u3002<\/p>\n

\u5e73\u53f0\u6838\u5fc3\u529f\u80fd\u6db5\u76d6\u591a\u7ef4\u5ea6\u6570\u636e\u5206\u6790\u4e0e\u667a\u80fd\u9884\u6d4b：\u5229\u7528Echarts\u751f\u6210\u623f\u6e90\u6570\u91cf\u3001\u623f\u5c4b\u5747\u4ef7\u3001\u623f\u4ef7\u65f6\u5e8f\u53d8\u5316\u7b49\u76f4\u89c2\u56fe\u8868，\u901a\u8fc7\u8bcd\u4e91\u56fe\u3001\u671d\u5411\u5206\u5e03\u3001\u5c45\u5ba4\u5360\u6bd4\u7b49\u53ef\u89c6\u5316\u7ed3\u679c\u5448\u73b0\u623f\u4ea7\u5e02\u573a\u7279\u5f81；\u57fa\u4e8escikit-learn\u7684CART\u5206\u7c7b\u56de\u5f52\u6811\u7b97\u6cd5，\u6784\u5efa\u623f\u4ef7\u9884\u6d4b\u6a21\u578b，\u4e3a\u7528\u6237\u63d0\u4f9b\u7cbe\u51c6\u623f\u4ef7\u53c2\u8003\u3002<\/p>\n

\u7cfb\u7edf\u652f\u6301\u6ce8\u518c\u767b\u5f55\u6743\u9650\u7ba1\u7406，\u914d\u5907\u623f\u5c4b\u4e0e\u7528\u6237\u4fe1\u606f\u7ba1\u7406\u6a21\u5757，\u5b9e\u73b0\u6570\u636e\u589e\u5220\u6539\u67e5\u9ad8\u6548\u64cd\u4f5c\u3002\u6570\u636e\u91c7\u96c6\u6a21\u5757\u53ef\u7075\u6d3b\u83b7\u53d6\u6700\u65b0\u623f\u4ea7\u6570\u636e，\u623f\u5c4b\u6570\u636e\u5217\u8868\u6e05\u6670\u5448\u73b0\u623f\u6e90\u8be6\u60c5，\u6ee1\u8db3\u7528\u6237\u67e5\u8be2\u9700\u6c42\u3002\u9879\u76ee\u517c\u5177\u6570\u636e\u53ef\u89c6\u5316\u7684\u76f4\u89c2\u6027\u4e0e\u673a\u5668\u5b66\u4e60\u7684\u9884\u6d4b\u80fd\u529b，\u4e3a\u8d2d\u623f\u8005\u3001\u623f\u4ea7\u4ece\u4e1a\u8005\u63d0\u4f9b\u6570\u636e\u652f\u6491，\u52a9\u529b\u7406\u6027\u51b3\u7b56\u4e0e\u5e02\u573a\u7814\u5224\u3002<\/p>\n

\u6280\u672f\u6808： python\u8bed\u8a00\u3001MySQL\u6570\u636e\u5e93\u3001Flask\u6846\u67b6\u3001Echarts\u53ef\u89c6\u5316\u3001scikit-learn\u673a\u5668\u5b66\u4e60\u3001\u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5\u3001requests\u722c\u866b\u300158\u540c\u57ce\u623f\u4ea7 58\u540c\u57ce\u623f\u4ea7 \u623f\u4ef7\u9884\u6d4b scikit-learn\u673a\u5668\u5b66\u4e60 （\u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5-CART\u5206\u7c7b\u56de\u5f52\u6811）<\/p>\n

2\u3001\u9879\u76ee\u754c\u9762<\/h3>\n

（1）\u623f\u6e90\u6570\u91cf\u5206\u6790\u3001\u623f\u5c4b\u5747\u4ef7\u5206\u6790<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（2）\u9996\u9875<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（3）\u623f\u4ef7\u968f\u65f6\u95f4\u53d8\u5316\u5206\u6790<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（4）\u8bcd\u4e91\u56fe\u5206\u6790<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（5）\u623f\u5c4b\u671d\u5411\u5206\u6790<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（6）\u623f\u5c4b\u5c45\u5ba4\u5206\u6790<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（7）\u623f\u5c4b\u9762\u79ef\u5927\u5c0f\u5206\u6790<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（8）\u623f\u5c4b\u6570\u91cf\u6298\u7ebf\u56fe\u5206\u6790<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（9）\u623f\u5c4b\u6570\u636e\u5217\u8868<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（10）\u623f\u4ef7\u9884\u6d4b \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（11）\u623f\u5c4b\u4fe1\u606f\u7ba1\u7406<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（12）\u7528\u6237\u4fe1\u606f\u7ba1\u7406<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（13）\u6ce8\u518c\u767b\u5f55<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

（14）\u6570\u636e\u91c7\u96c6<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

3\u3001\u9879\u76ee\u8bf4\u660e<\/h3>\n

\u6458 \u8981<\/p>\n

\u968f\u7740\u623f\u5730\u4ea7\u5e02\u573a\u7684\u5feb\u901f\u53d1\u5c55，\u623f\u4ef7\u5206\u6790\u6210\u4e3a\u516c\u4f17\u548c\u51b3\u7b56\u8005\u5173\u6ce8\u7684\u7126\u70b9\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4e2a\u57fa\u4e8e\u5927\u6570\u636e\u6280\u672f\u7684\u623f\u4ef7\u6570\u636e\u91c7\u96c6\u53ca\u53ef\u89c6\u5316\u5206\u6790\u7cfb\u7edf，\u8be5\u7cfb\u7edf\u5229\u7528\u7f51\u7edc\u722c\u866b\u6280\u672f\u83b7\u53d6\u623f\u4ef7\u6570\u636e，\u5e76\u901a\u8fc7\u6570\u636e\u6e05\u6d17\u548c\u53ef\u89c6\u5316\u6280\u672f，\u5c06\u5f71\u54cd\u623f\u4ef7\u7684\u56e0\u7d20\u4ee5\u76f4\u89c2\u7684\u56fe\u8868\u5f62\u5f0f\u5c55\u73b0\u7ed9\u7528\u6237\u3002\u7cfb\u7edf\u91c7\u7528Python\u8bed\u8a00\u8fdb\u884c\u5f00\u53d1，\u7ed3\u5408\u4e86beautifulsoup\u6846\u67b6\u8fdb\u884c\u6570\u636e\u91c7\u96c6\u3001pandas\u5e93\u8fdb\u884c\u6570\u636e\u5904\u7406\u3001MySQL\u6570\u636e\u5e93\u8fdb\u884c\u6570\u636e\u5b58\u50a8，\u4ee5\u53capyecharts\u5e93\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u5c55\u793a\u3002\u901a\u8fc7\u5bf9\u5e7f\u5dde\u7b49\u5730\u533a\u7684\u623f\u4ef7\u6570\u636e\u8fdb\u884c\u5b9e\u8bc1\u5206\u6790，\u9a8c\u8bc1\u4e86\u7cfb\u7edf\u7684\u6709\u6548\u6027\u548c\u5b9e\u7528\u6027\u3002\u4e0e\u4f20\u7edf\u7684\u6570\u636e\u91c7\u96c6\u548c\u5206\u6790\u65b9\u6cd5\u76f8\u6bd4，\u672c\u7cfb\u7edf\u5728\u6570\u636e\u91cf\u5904\u7406\u3001\u5b9e\u65f6\u6027\u3001\u7528\u6237\u4ea4\u4e92\u7b49\u65b9\u9762\u5177\u6709\u660e\u663e\u4f18\u52bf\u3002<\/p>\n

\u5173\u952e\u8bcd： \u5927\u6570\u636e\u5206\u6790；\u623f\u4ef7\u6570\u636e\u91c7\u96c6；\u6570\u636e\u6e05\u6d17；\u53ef\u89c6\u5316\u6280\u672f；Python\u5f00\u53d1<\/p>\n

\u672c\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u4e2a\u57fa\u4e8eWeb\u7684\u623f\u5730\u4ea7\u4ef7\u683c\u9884\u6d4b\u7cfb\u7edf，\u8be5\u7cfb\u7edf\u901a\u8fc7\u96c6\u6210\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u548c\u6570\u636e\u5e93\u6280\u672f，\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u76f4\u89c2\u7684\u623f\u4ef7\u9884\u6d4b\u5de5\u5177\u3002\u7cfb\u7edf\u540e\u7aef\u91c7\u7528Flask\u6846\u67b6\u5904\u7406HTTP\u8bf7\u6c42，\u5e76\u901a\u8fc7\u51b3\u7b56\u6811\u56de\u5f52\u6a21\u578b（DecisionTreeRegressor）\u5bf9\u7528\u6237\u63d0\u4ea4\u7684\u623f\u5c4b\u7279\u5f81\u8fdb\u884c\u5206\u6790，\u4ece\u800c\u9884\u6d4b\u623f\u4ef7\u3002\u8be5\u6a21\u578b\u901a\u8fc7\u5386\u53f2\u623f\u4ef7\u6570\u636e\u8fdb\u884c\u8bad\u7ec3，\u5229\u7528\u51b3\u7b56\u6811\u7684\u76f4\u89c2\u6027\u548c\u53ef\u89e3\u91ca\u6027\u4e3a\u7528\u6237\u63d0\u4f9b\u51c6\u786e\u7684\u9884\u6d4b\u7ed3\u679c\u3002\u7cfb\u7edf\u524d\u7aef\u5219\u901a\u8fc7\u6e32\u67d3\u6a21\u677f\u5c06\u9884\u6d4b\u7ed3\u679c\u548c\u76f8\u5173\u7684\u7edf\u8ba1\u6570\u636e\u5c55\u793a\u7ed9\u7528\u6237，\u589e\u5f3a\u4e86\u7528\u6237\u7684\u4ea4\u4e92\u4f53\u9a8c<\/p>\n

\u623f\u5730\u4ea7\u5e02\u573a\u4f5c\u4e3a\u56fd\u6c11\u7ecf\u6d4e\u7684\u91cd\u8981\u652f\u67f1，\u5176\u4ef7\u683c\u6ce2\u52a8\u5bf9\u7ecf\u6d4e\u53d1\u5c55\u3001\u5c45\u6c11\u751f\u6d3b\u4ee5\u53ca\u793e\u4f1a\u7a33\u5b9a\u90fd\u5177\u6709\u6df1\u8fdc\u7684\u5f71\u54cd\u3002\u8fd1\u5e74\u6765，\u623f\u4ef7\u7684\u5feb\u901f\u4e0a\u6da8\u5f15\u8d77\u4e86\u793e\u4f1a\u5404\u754c\u7684\u5e7f\u6cdb\u5173\u6ce8，\u5982\u4f55\u79d1\u5b66\u5206\u6790\u623f\u4ef7\u8d70\u52bf，\u4e3a\u653f\u5e9c\u8c03\u63a7\u3001\u6295\u8d44\u8005\u51b3\u7b56\u548c\u5c45\u6c11\u8d2d\u623f\u63d0\u4f9b\u53c2\u8003，\u6210\u4e3a\u4e86\u4e00\u4e2a\u8feb\u5207\u9700\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002\u968f\u7740\u5927\u6570\u636e\u6280\u672f\u7684\u53d1\u5c55，\u6d77\u91cf\u7684\u623f\u5730\u4ea7\u4ea4\u6613\u6570\u636e\u4e3a\u623f\u4ef7\u5206\u6790\u63d0\u4f9b\u4e86\u65b0\u7684\u89c6\u89d2\u548c\u53ef\u80fd\u6027\u3002\u5229\u7528\u5927\u6570\u636e\u6280\u672f，\u53ef\u4ee5\u66f4\u5168\u9762\u5730\u6536\u96c6\u548c\u5206\u6790\u623f\u4ef7\u6570\u636e，\u6316\u6398\u5f71\u54cd\u623f\u4ef7\u7684\u6df1\u5c42\u6b21\u56e0\u7d20，\u4ece\u800c\u4e3a\u5404\u65b9\u63d0\u4f9b\u51b3\u7b56\u652f\u6301\u3002 \u672c\u7814\u7a76\u65e8\u5728\u5f00\u53d1\u4e00\u4e2a\u57fa\u4e8e\u5927\u6570\u636e\u6280\u672f\u7684\u623f\u4ef7\u6570\u636e\u91c7\u96c6\u53ca\u53ef\u89c6\u5316\u5206\u6790\u7cfb\u7edf，\u901a\u8fc7\u81ea\u52a8\u5316\u7684\u6570\u636e\u91c7\u96c6\u3001\u79d1\u5b66\u7684\u6570\u636e\u5904\u7406\u65b9\u6cd5\u548c\u76f4\u89c2\u7684\u53ef\u89c6\u5316\u5c55\u793a，\u63d0\u9ad8\u623f\u4ef7\u5206\u6790\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\u3002\u7cfb\u7edf\u7684\u5f00\u53d1\u4e0d\u4ec5\u80fd\u591f\u4e3a\u653f\u5e9c\u548c\u5e02\u573a\u53c2\u4e0e\u8005\u63d0\u4f9b\u4e00\u4e2a\u57fa\u4e8e\u6570\u636e\u7684\u623f\u4ef7\u5206\u6790\u5de5\u5177，\u6709\u52a9\u4e8e\u5236\u5b9a\u66f4\u52a0\u5408\u7406\u7684\u653f\u7b56\u548c\u5e02\u573a\u7b56\u7565，\u800c\u4e14\u80fd\u591f\u901a\u8fc7\u53ef\u89c6\u5316\u6280\u672f\u63d0\u5347\u5e02\u573a\u900f\u660e\u5ea6，\u5e2e\u52a9\u6d88\u8d39\u8005\u66f4\u6e05\u6670\u5730\u4e86\u89e3\u623f\u4ef7\u5206\u5e03\u548c\u8d8b\u52bf\u3002\u6b64\u5916，\u7cfb\u7edf\u6536\u96c6\u7684\u5927\u91cf\u623f\u4ef7\u6570\u636e\u4e3a\u5b66\u672f\u7814\u7a76\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u8d44\u6e90，\u6709\u52a9\u4e8e\u6df1\u5316\u5bf9\u623f\u5730\u4ea7\u5e02\u573a\u89c4\u5f8b\u7684\u8ba4\u8bc6\u3002\u540c\u65f6，\u672c\u7814\u7a76\u5b9e\u8df5\u4e86\u5927\u6570\u636e\u6280\u672f\u5728\u623f\u5730\u4ea7\u5e02\u573a\u7684\u5e94\u7528，\u4e3a\u5176\u4ed6\u9886\u57df\u7684\u5927\u6570\u636e\u5e94\u7528\u63d0\u4f9b\u4e86\u53c2\u8003\u3002 \u7cfb\u7edf\u7684\u5b9e\u65f6\u66f4\u65b0\u80fd\u529b\u4fdd\u8bc1\u4e86\u7528\u6237\u80fd\u591f\u83b7\u53d6\u6700\u65b0\u7684\u5e02\u573a\u4fe1\u606f，\u800c\u96c6\u6210\u7684\u9884\u6d4b\u6a21\u578b\u5219\u4e3a\u623f\u4ef7\u8d70\u52bf\u63d0\u4f9b\u4e86\u524d\u77bb\u6027\u5206\u6790\u3002\u603b\u4f53\u800c\u8a00，\u672c\u7814\u7a76\u4e0d\u4ec5\u5177\u6709\u91cd\u8981\u7684\u7406\u8bba\u7814\u7a76\u4ef7\u503c，\u800c\u4e14\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u5177\u6709\u5e7f\u9614\u7684\u524d\u666f，\u5bf9\u4e8e\u4fc3\u8fdb\u623f\u5730\u4ea7\u5e02\u573a\u7684\u5065\u5eb7\u53d1\u5c55\u3001\u63d0\u5347\u5e02\u573a\u5206\u6790\u5de5\u5177\u7684\u73b0\u4ee3\u5316\u6c34\u5e73\u5177\u6709\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n

4\u3001\u6838\u5fc3\u4ee3\u7801<\/h3>\n

# \u623f\u5c4b\u6570\u91cf\u6298\u7ebf\u56fe<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/jobCity"<\/span>)<\/span>
\ndef<\/span> jobCity<\/span>(<\/span>)<\/span>:<\/span>
\n sql =<\/span> 'select * from part1'<\/span>
\n cursor =<\/span> conn.<\/span>cursor(<\/span>)<\/span>
\n cursor.<\/span>execute(<\/span>sql)<\/span>
\n list<\/span> =<\/span> cursor.<\/span>fetchall(<\/span>)<\/span>
\n sj_list =<\/span> [<\/span>]<\/span>
\n zj_list =<\/span> [<\/span>]<\/span>
\n for<\/span> item in<\/span> list<\/span>:<\/span>
\n sj_list.<\/span>append(<\/span>item[<\/span>0<\/span>]<\/span>)<\/span>
\n zj_list.<\/span>append(<\/span>item[<\/span>1<\/span>]<\/span>)<\/span>
\n print<\/span>(<\/span>sj_list)<\/span>
\n return<\/span> render_template(<\/span>"jobCity.html"<\/span>,<\/span> sj_list=<\/span>sj_list,<\/span> zj_list=<\/span>zj_list,<\/span> list<\/span>=<\/span>list<\/span>)<\/span><\/p>\n

# \u6307\u5b9a\u533a\u57df\u623f\u5c4b\u6570\u91cf\u548c\u533a\u57df\u5747\u4ef7<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/world"<\/span>)<\/span>
\ndef<\/span> world<\/span>(<\/span>)<\/span>:<\/span>
\n sql =<\/span> 'select * from part2 limit 20'<\/span>
\n cursor =<\/span> conn.<\/span>cursor(<\/span>)<\/span>
\n cursor.<\/span>execute(<\/span>sql)<\/span>
\n list<\/span> =<\/span> cursor.<\/span>fetchall(<\/span>)<\/span>
\n qy_list =<\/span> [<\/span>]<\/span>
\n sl_list =<\/span> [<\/span>]<\/span>
\n mean =<\/span> [<\/span>]<\/span>
\n for<\/span> item in<\/span> list<\/span>:<\/span>
\n qy_list.<\/span>append(<\/span>item[<\/span>0<\/span>]<\/span>)<\/span>
\n sl_list.<\/span>append(<\/span>item[<\/span>1<\/span>]<\/span>)<\/span>
\n mean.<\/span>append(<\/span>item[<\/span>2<\/span>]<\/span>)<\/span>
\n return<\/span> render_template(<\/span>"world.html"<\/span>,<\/span> mean=<\/span>mean,<\/span> qy_list=<\/span>qy_list,<\/span> sl_list=<\/span>sl_list,<\/span> list<\/span>=<\/span>list<\/span>)<\/span><\/p>\n

# \u623f\u4ef7\u968f\u65f6\u95f4\u53d8\u5316<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/price"<\/span>)<\/span>
\ndef<\/span> price<\/span>(<\/span>)<\/span>:<\/span>
\n sql =<\/span> 'select * from part3'<\/span>
\n cursor =<\/span> conn.<\/span>cursor(<\/span>)<\/span>
\n cursor.<\/span>execute(<\/span>sql)<\/span>
\n list<\/span> =<\/span> cursor.<\/span>fetchall(<\/span>)<\/span>
\n sj_list =<\/span> [<\/span>]<\/span>
\n mean =<\/span> [<\/span>]<\/span>
\n for<\/span> item in<\/span> list<\/span>:<\/span>
\n sj_list.<\/span>append(<\/span>item[<\/span>0<\/span>]<\/span>)<\/span>
\n mean.<\/span>append(<\/span>float<\/span>(<\/span>item[<\/span>1<\/span>]<\/span>)<\/span>)<\/span>
\n print<\/span>(<\/span>mean)<\/span>
\n return<\/span> render_template(<\/span>"price.html"<\/span>,<\/span> mean=<\/span>mean,<\/span> x_list=<\/span>sj_list)<\/span><\/p>\n

# \u623f\u5c4b\u5927\u5c0f\u5206\u6790 size<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/num"<\/span>)<\/span>
\ndef<\/span> num<\/span>(<\/span>)<\/span>:<\/span>
\n # df = pd.read_csv('clean.csv')<\/span>
\n df =<\/span> pd.<\/span>read_csv(<\/span>'clean.csv'<\/span>,<\/span> encoding=<\/span>'utf-8'<\/span>)<\/span>
\n # \u5220\u9664id\u5217\u548ctags\u5217，\u5e76\u5728\u539f\u5730\u4fee\u6539df<\/span>
\n df.<\/span>drop(<\/span>columns=<\/span>[<\/span>'id'<\/span>,<\/span> 'tags'<\/span>]<\/span>,<\/span> inplace=<\/span>True<\/span>)<\/span><\/p>\n

df[<\/span>'size'<\/span>]<\/span> =<\/span> df[<\/span>'size'<\/span>]<\/span>.<\/span>astype(<\/span>int<\/span>)<\/span>
\n res_dict =<\/span> {<\/span>
\n '200\u4ee5\u4e0a'<\/span>:<\/span> 0<\/span>,<\/span>
\n '120\u5230200'<\/span>:<\/span> 0<\/span>,<\/span>
\n '100\u5230120'<\/span>:<\/span> 0<\/span>,<\/span>
\n '80\u5230100'<\/span>:<\/span> 0<\/span>,<\/span>
\n '60\u523080'<\/span>:<\/span> 0<\/span>,<\/span>
\n '40\u523060'<\/span>:<\/span> 0<\/span>,<\/span>
\n '40\u4ee5\u4e0b'<\/span>:<\/span> 0<\/span>
\n }<\/span>
\n for<\/span> item in<\/span> list<\/span>(<\/span>df[<\/span>'size'<\/span>]<\/span>)<\/span>:<\/span>
\n if<\/span> item ><\/span> 200<\/span>:<\/span>
\n res_dict[<\/span>'200\u4ee5\u4e0a'<\/span>]<\/span> +=<\/span> 1<\/span>
\n elif<\/span> 200<\/span> ><\/span> item >=<\/span> 120<\/span>:<\/span>
\n res_dict[<\/span>'120\u5230200'<\/span>]<\/span> +=<\/span> 1<\/span>
\n elif<\/span> 120<\/span> ><\/span> item >=<\/span> 100<\/span>:<\/span>
\n res_dict[<\/span>'100\u5230120'<\/span>]<\/span> +=<\/span> 1<\/span>
\n elif<\/span> 100<\/span> ><\/span> item >=<\/span> 80<\/span>:<\/span>
\n res_dict[<\/span>'80\u5230100'<\/span>]<\/span> +=<\/span> 1<\/span>
\n elif<\/span> 80<\/span> ><\/span> item >=<\/span> 60<\/span>:<\/span>
\n res_dict[<\/span>'60\u523080'<\/span>]<\/span> +=<\/span> 1<\/span>
\n elif<\/span> 60<\/span> ><\/span> item >=<\/span> 40<\/span>:<\/span>
\n res_dict[<\/span>'40\u523060'<\/span>]<\/span> +=<\/span> 1<\/span>
\n elif<\/span> item <<\/span> 40<\/span>:<\/span>
\n res_dict[<\/span>'40\u4ee5\u4e0b'<\/span>]<\/span> +=<\/span> 1<\/span>
\n x_list =<\/span> [<\/span>]<\/span>
\n y_list =<\/span> [<\/span>]<\/span>
\n for<\/span> k,<\/span> v in<\/span> res_dict.<\/span>items(<\/span>)<\/span>:<\/span>
\n x_list.<\/span>append(<\/span>k)<\/span>
\n y_list.<\/span>append(<\/span>v)<\/span><\/p>\n

return<\/span> render_template(<\/span>"num.html"<\/span>,<\/span> x_list=<\/span>x_list,<\/span> y_list=<\/span>y_list)<\/span><\/p>\n

# \u623f\u578b\u5206\u6790 home_num \u623f\u95f4\u6570<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/time"<\/span>)<\/span>
\ndef<\/span> time<\/span>(<\/span>)<\/span>:<\/span>
\n # df = pd.read_csv('clean.csv')<\/span>
\n df =<\/span> pd.<\/span>read_csv(<\/span>'clean.csv'<\/span>,<\/span> encoding=<\/span>'utf-8'<\/span>)<\/span>
\n # \u5220\u9664id\u5217\u548ctags\u5217，\u5e76\u5728\u539f\u5730\u4fee\u6539df<\/span>
\n df.<\/span>drop(<\/span>columns=<\/span>[<\/span>'id'<\/span>,<\/span> 'tags'<\/span>]<\/span>,<\/span> inplace=<\/span>True<\/span>)<\/span><\/p>\n

v_list =<\/span> list<\/span>(<\/span>df[<\/span>'home_num'<\/span>]<\/span>.<\/span>value_counts(<\/span>)<\/span>.<\/span>sort_values(<\/span>ascending=<\/span>False<\/span>)<\/span>)<\/span>[<\/span>:<\/span>30<\/span>]<\/span>
\n k_list =<\/span> list<\/span>(<\/span>df[<\/span>'home_num'<\/span>]<\/span>.<\/span>value_counts(<\/span>)<\/span>.<\/span>sort_values(<\/span>ascending=<\/span>False<\/span>)<\/span>.<\/span>index)<\/span>[<\/span>:<\/span>30<\/span>]<\/span>
\n result =<\/span> [<\/span>]<\/span>
\n for<\/span> item in<\/span> range<\/span>(<\/span>len<\/span>(<\/span>v_list)<\/span>)<\/span>:<\/span>
\n result.<\/span>append(<\/span>(<\/span>v_list[<\/span>item]<\/span>,<\/span> k_list[<\/span>item]<\/span>)<\/span>)<\/span><\/p>\n

xiangxing =<\/span> [<\/span>]<\/span>
\n for<\/span> n in<\/span> k_list:<\/span>
\n xiangxing.<\/span>append(<\/span>list<\/span>(<\/span>df[<\/span>df[<\/span>'home_num'<\/span>]<\/span> ==<\/span> n]<\/span>[<\/span>'price'<\/span>]<\/span>)<\/span>)<\/span><\/p>\n

return<\/span> render_template(<\/span>"time.html"<\/span>,<\/span> result=<\/span>result,<\/span> k_list=<\/span>k_list,<\/span> xiangxing=<\/span>xiangxing)<\/span><\/p>\n

# \u671d\u5411\u5206\u6790 chaoxiang<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/chaoxiang"<\/span>)<\/span>
\ndef<\/span> chaoxiang<\/span>(<\/span>)<\/span>:<\/span>
\n # df = pd.read_csv('clean.csv')<\/span>
\n df =<\/span> pd.<\/span>read_csv(<\/span>'clean.csv'<\/span>,<\/span> encoding=<\/span>'utf-8'<\/span>)<\/span>
\n # \u5220\u9664id\u5217\u548ctags\u5217，\u5e76\u5728\u539f\u5730\u4fee\u6539df<\/span>
\n df.<\/span>drop(<\/span>columns=<\/span>[<\/span>'id'<\/span>,<\/span> 'tags'<\/span>]<\/span>,<\/span> inplace=<\/span>True<\/span>)<\/span><\/p>\n

v_list =<\/span> list<\/span>(<\/span>df[<\/span>'chaoxiang'<\/span>]<\/span>.<\/span>str<\/span>.<\/span>split(<\/span>' '<\/span>,<\/span> expand=<\/span>True<\/span>)<\/span>[<\/span>0<\/span>]<\/span>.<\/span>value_counts(<\/span>)<\/span>)<\/span>
\n k_list =<\/span> list<\/span>(<\/span>df[<\/span>'chaoxiang'<\/span>]<\/span>.<\/span>str<\/span>.<\/span>split(<\/span>' '<\/span>,<\/span> expand=<\/span>True<\/span>)<\/span>[<\/span>0<\/span>]<\/span>.<\/span>value_counts(<\/span>)<\/span>.<\/span>index)<\/span>
\n result =<\/span> [<\/span>]<\/span>
\n for<\/span> item in<\/span> range<\/span>(<\/span>len<\/span>(<\/span>v_list)<\/span>)<\/span>:<\/span>
\n result.<\/span>append(<\/span>(<\/span>v_list[<\/span>item]<\/span>,<\/span> k_list[<\/span>item]<\/span>)<\/span>)<\/span>
\n xiangxing =<\/span> [<\/span>]<\/span>
\n for<\/span> n in<\/span> k_list:<\/span>
\n xiangxing.<\/span>append(<\/span>list<\/span>(<\/span>df[<\/span>df[<\/span>'chaoxiang'<\/span>]<\/span> ==<\/span> n]<\/span>[<\/span>'price'<\/span>]<\/span>)<\/span>)<\/span>
\n return<\/span> render_template(<\/span>"chaoxiang.html"<\/span>,<\/span> result=<\/span>result,<\/span> k_list=<\/span>k_list,<\/span> xiangxing=<\/span>xiangxing)<\/span><\/p>\n

# \u8bcd\u4e91<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/worldCloud"<\/span>)<\/span>
\ndef<\/span> worldCloud<\/span>(<\/span>)<\/span>:<\/span>
\n return<\/span> render_template(<\/span>"worldCloud.html"<\/span>)<\/span><\/p>\n

# \u4ef7\u683c\u9884\u6d4b<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/group"<\/span>)<\/span>
\ndef<\/span> group<\/span>(<\/span>)<\/span>:<\/span>
\n sql =<\/span> 'select * from line'<\/span>
\n cursor =<\/span> conn.<\/span>cursor(<\/span>)<\/span>
\n cursor.<\/span>execute(<\/span>sql)<\/span>
\n list<\/span> =<\/span> cursor.<\/span>fetchall(<\/span>)<\/span><\/p>\n

qy_list =<\/span> [<\/span>]<\/span>
\n mean =<\/span> [<\/span>]<\/span>
\n for<\/span> item in<\/span> list<\/span>:<\/span>
\n qy_list.<\/span>append(<\/span>item[<\/span>1<\/span>]<\/span>)<\/span>
\n mean.<\/span>append(<\/span>item[<\/span>2<\/span>]<\/span>)<\/span>
\n return<\/span> render_template(<\/span>"group.html"<\/span>,<\/span> k_list=<\/span>qy_list,<\/span> p_list=<\/span>mean)<\/span><\/p>\n

# \u623f\u4ea7\u63a8\u8350<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/rec"<\/span>)<\/span>
\ndef<\/span> rec<\/span>(<\/span>)<\/span>:<\/span>
\n uname =<\/span> session[<\/span>'uname'<\/span>]<\/span>
\n user1 =<\/span> User.<\/span>query.<\/span>filter<\/span>(<\/span>User.<\/span>username ==<\/span> uname)<\/span>[<\/span>0<\/span>]<\/span>
\n sql =<\/span> 'select * from rec where userid='<\/span> +<\/span> str<\/span>(<\/span>user1.<\/span>id<\/span>)<\/span>
\n cursor =<\/span> conn.<\/span>cursor(<\/span>)<\/span>
\n cursor.<\/span>execute(<\/span>sql)<\/span>
\n list<\/span> =<\/span> cursor.<\/span>fetchall(<\/span>)<\/span>
\n f_list =<\/span> [<\/span>]<\/span>
\n for<\/span> f in<\/span> list<\/span>:<\/span>
\n f_list.<\/span>append(<\/span>Fangwu.<\/span>query.<\/span>filter<\/span>(<\/span>Fangwu.<\/span>id<\/span> ==<\/span> f[<\/span>2<\/span>]<\/span>)<\/span>.<\/span>first(<\/span>)<\/span>)<\/span>
\n print<\/span>(<\/span>f_list)<\/span>
\n return<\/span> render_template(<\/span>"rec.html"<\/span>,<\/span> k_list=<\/span>f_list)<\/span><\/p>\n

# \u540e\u53f0\u623f\u4ea7\u6dfb\u52a0api<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/admin_zufangaddapi"<\/span>,<\/span> methods=<\/span>[<\/span>'POST'<\/span>]<\/span>)<\/span>
\ndef<\/span> admin_zufangaddapi<\/span>(<\/span>)<\/span>:<\/span>
\n fangwuid =<\/span> request.<\/span>values.<\/span>get(<\/span>"fangwuid"<\/span>)<\/span>
\n title =<\/span> request.<\/span>values.<\/span>get(<\/span>"title"<\/span>)<\/span>
\n price_count =<\/span> request.<\/span>values.<\/span>get(<\/span>"price_count"<\/span>)<\/span>
\n price =<\/span> request.<\/span>values.<\/span>get(<\/span>"price"<\/span>)<\/span>
\n xiaoqu =<\/span> request.<\/span>values.<\/span>get(<\/span>"xiaoqu"<\/span>)<\/span>
\n quyu =<\/span> request.<\/span>values.<\/span>get(<\/span>"quyu"<\/span>)<\/span>
\n home_num =<\/span> request.<\/span>values.<\/span>get(<\/span>"home_num"<\/span>)<\/span>
\n size =<\/span> request.<\/span>values.<\/span>get(<\/span>"size"<\/span>)<\/span>
\n chaoxiang =<\/span> request.<\/span>values.<\/span>get(<\/span>"chaoxiang"<\/span>)<\/span>
\n jianzao =<\/span> request.<\/span>values.<\/span>get(<\/span>"jianzao"<\/span>)<\/span>
\n tags =<\/span> request.<\/span>values.<\/span>get(<\/span>"tags"<\/span>)<\/span>
\n result =<\/span> Fangwu.<\/span>query.<\/span>filter<\/span>(<\/span>Fangwu.<\/span>title ==<\/span> title)<\/span>
\n if<\/span> result.<\/span>count(<\/span>)<\/span>:<\/span>
\n print<\/span>(<\/span>'error'<\/span>)<\/span>
\n return<\/span> json.<\/span>dumps(<\/span>{<\/span>"id"<\/span>:<\/span> False<\/span>}<\/span>)<\/span>
\n try<\/span>:<\/span>
\n fangwu =<\/span> Fangwu(<\/span>title=<\/span>title,<\/span> price_count=<\/span>price_count,<\/span> size=<\/span>size,<\/span> chaoxiang=<\/span>chaoxiang,<\/span> home_num=<\/span>home_num,<\/span>
\n price=<\/span>price,<\/span> xiaoqu=<\/span>xiaoqu,<\/span>
\n quyu=<\/span>quyu,<\/span> jianzao=<\/span>jianzao,<\/span> tags=<\/span>tags)<\/span>
\n db.<\/span>session.<\/span>add(<\/span>fangwu)<\/span>
\n db.<\/span>session.<\/span>commit(<\/span>)<\/span>
\n return<\/span> json.<\/span>dumps(<\/span>{<\/span>"id"<\/span>:<\/span> True<\/span>}<\/span>)<\/span>
\n except<\/span>:<\/span>
\n return<\/span> json.<\/span>dumps(<\/span>{<\/span>"id"<\/span>:<\/span> False<\/span>}<\/span>)<\/span><\/p>\n

# \u540e\u53f0\u623f\u4ea7\u4fee\u6539<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/admin_zufangedit"<\/span>)<\/span>
\ndef<\/span> admin_zufangedit<\/span>(<\/span>)<\/span>:<\/span>
\n room_id =<\/span> request.<\/span>args.<\/span>get(<\/span>"room_id"<\/span>)<\/span>
\n fangwu1 =<\/span> Fangwu.<\/span>query.<\/span>filter<\/span>(<\/span>Fangwu.<\/span>id<\/span> ==<\/span> room_id)<\/span>[<\/span>0<\/span>]<\/span>
\n print<\/span>(<\/span>room_id)<\/span>
\n return<\/span> render_template(<\/span>"admin\/admin_zufangedit.html"<\/span>,<\/span> fangwu1=<\/span>fangwu1)<\/span><\/p>\n

@app.<\/span>route<\/span>(<\/span>"\/admin_zufangeditapi"<\/span>,<\/span> methods=<\/span>[<\/span>'POST'<\/span>]<\/span>)<\/span>
\ndef<\/span> admin_zufangeditapi<\/span>(<\/span>)<\/span>:<\/span>
\n fangwuid =<\/span> request.<\/span>values.<\/span>get(<\/span>"fangwuid"<\/span>)<\/span>
\n title =<\/span> request.<\/span>values.<\/span>get(<\/span>"title"<\/span>)<\/span>
\n price_count =<\/span> request.<\/span>values.<\/span>get(<\/span>"price_count"<\/span>)<\/span>
\n price =<\/span> request.<\/span>values.<\/span>get(<\/span>"price"<\/span>)<\/span>
\n xiaoqu =<\/span> request.<\/span>values.<\/span>get(<\/span>"xiaoqu"<\/span>)<\/span>
\n quyu =<\/span> request.<\/span>values.<\/span>get(<\/span>"quyu"<\/span>)<\/span>
\n home_num =<\/span> request.<\/span>values.<\/span>get(<\/span>"home_num"<\/span>)<\/span>
\n size =<\/span> request.<\/span>values.<\/span>get(<\/span>"size"<\/span>)<\/span>
\n chaoxiang =<\/span> request.<\/span>values.<\/span>get(<\/span>"chaoxiang"<\/span>)<\/span>
\n jianzao =<\/span> request.<\/span>values.<\/span>get(<\/span>"jianzao"<\/span>)<\/span>
\n tags =<\/span> request.<\/span>values.<\/span>get(<\/span>"tags"<\/span>)<\/span>
\n fangwuid =<\/span> int<\/span>(<\/span>fangwuid)<\/span>
\n try<\/span>:<\/span>
\n fangwu1 =<\/span> Fangwu.<\/span>query.<\/span>get(<\/span>fangwuid)<\/span>
\n print<\/span>(<\/span>fangwu1.<\/span>title)<\/span>
\n fangwu1.<\/span>title =<\/span> title
\n fangwu1.<\/span>price_count =<\/span> price_count
\n fangwu1.<\/span>price =<\/span> price
\n fangwu1.<\/span>xiaoqu =<\/span> xiaoqu
\n fangwu1.<\/span>quyu =<\/span> quyu
\n fangwu1.<\/span>home_num =<\/span> home_num
\n fangwu1.<\/span>size =<\/span> size
\n fangwu1.<\/span>chaoxiang =<\/span> chaoxiang
\n fangwu1.<\/span>tags =<\/span> tags
\n fangwu1.<\/span>jianzao =<\/span> jianzao
\n db.<\/span>session.<\/span>add(<\/span>fangwu1)<\/span>
\n db.<\/span>session.<\/span>commit(<\/span>)<\/span>
\n return<\/span> json.<\/span>dumps(<\/span>{<\/span>"id"<\/span>:<\/span> True<\/span>}<\/span>)<\/span>
\n except<\/span>:<\/span>
\n return<\/span> json.<\/span>dumps(<\/span>{<\/span>"id"<\/span>:<\/span> False<\/span>}<\/span>)<\/span><\/p>\n

# \u540e\u53f0\u623f\u4ea7\u5220\u9664<\/span>
\n@app.<\/span>route<\/span>(<\/span>"\/admin_zufangdel"<\/span>)<\/span>
\ndef<\/span> admin_zufangdel<\/span>(<\/span>)<\/span>:<\/span>
\n room_id =<\/span> request.<\/span>values.<\/span>get(<\/span>"room_id"<\/span>)<\/span>
\n try<\/span>:<\/span>
\n fangwu =<\/span> Fangwu.<\/span>query.<\/span>get(<\/span>room_id)<\/span>
\n db.<\/span>session.<\/span>delete(<\/span>fangwu)<\/span>
\n db.<\/span>session.<\/span>commit(<\/span>)<\/span>
\n return<\/span> json.<\/span>dumps(<\/span>{<\/span>"id"<\/span>:<\/span> True<\/span>}<\/span>)<\/span>
\n except<\/span>:<\/span>
\n return<\/span> json.<\/span>dumps(<\/span>{<\/span>"id"<\/span>:<\/span> False<\/span>}<\/span>)<\/span><\/p>\n

# \u4ef7\u683c\u9884\u6d4b<\/span>
\n@app.<\/span>route<\/span>(<\/span>'\/calculate'<\/span>,<\/span> methods=<\/span>[<\/span>'POST'<\/span>]<\/span>)<\/span>
\ndef<\/span> calculate<\/span>(<\/span>)<\/span>:<\/span>
\n sql =<\/span> 'select * from line'<\/span>
\n cursor =<\/span> conn.<\/span>cursor(<\/span>)<\/span>
\n cursor.<\/span>execute(<\/span>sql)<\/span>
\n list<\/span> =<\/span> cursor.<\/span>fetchall(<\/span>)<\/span>
\n qy_list =<\/span> [<\/span>]<\/span>
\n mean =<\/span> [<\/span>]<\/span>
\n for<\/span> item in<\/span> list<\/span>:<\/span>
\n qy_list.<\/span>append(<\/span>item[<\/span>1<\/span>]<\/span>)<\/span>
\n mean.<\/span>append(<\/span>item[<\/span>2<\/span>]<\/span>)<\/span><\/p>\n

# \u4ece\u524d\u7aef\u63a5\u6536\u6570\u636e<\/span>
\n if<\/span> request.<\/span>form[<\/span>'city'<\/span>]<\/span> and<\/span> request.<\/span>form[<\/span>'area'<\/span>]<\/span> and<\/span> request.<\/span>form[<\/span>'chaoxiang'<\/span>]<\/span> and<\/span> request.<\/span>form[<\/span>'tags'<\/span>]<\/span> and<\/span> \\\\
\n request.<\/span>form[<\/span>'yaer'<\/span>]<\/span> and<\/span> request.<\/span>form[<\/span>'num'<\/span>]<\/span> and<\/span> request.<\/span>form[<\/span>'size'<\/span>]<\/span>:<\/span>
\n city =<\/span> int<\/span>(<\/span>request.<\/span>form[<\/span>'city'<\/span>]<\/span>)<\/span>
\n area =<\/span> int<\/span>(<\/span>request.<\/span>form[<\/span>'area'<\/span>]<\/span>)<\/span>
\n chaoxiang =<\/span> int<\/span>(<\/span>request.<\/span>form[<\/span>'chaoxiang'<\/span>]<\/span>)<\/span>
\n tags =<\/span> int<\/span>(<\/span>request.<\/span>form[<\/span>'tags'<\/span>]<\/span>)<\/span>
\n year =<\/span> int<\/span>(<\/span>request.<\/span>form[<\/span>'yaer'<\/span>]<\/span>)<\/span>
\n num =<\/span> int<\/span>(<\/span>request.<\/span>form[<\/span>'num'<\/span>]<\/span>)<\/span>
\n size =<\/span> int<\/span>(<\/span>request.<\/span>form[<\/span>'size'<\/span>]<\/span>)<\/span><\/p>\n

# if area in [0, 1, 2, 3, 4, 5, 6]: # \u533a\u57df\u5b57\u6bb5<\/span>
\n if<\/span> 19<\/span> <=<\/span> area <=<\/span> 62<\/span>:<\/span>
\n # if area in [0, 1, 2, 3, 4, 5, 6]: # \u533a\u57df\u5b57\u6bb5<\/span><\/p>\n

X =<\/span> [<\/span>[<\/span>area,<\/span> num,<\/span> size,<\/span> chaoxiang,<\/span> year,<\/span> tags,<\/span> city]<\/span>]<\/span>
\n X =<\/span> pd.<\/span>DataFrame(<\/span>X,<\/span> columns=<\/span>[<\/span>'quyu'<\/span>,<\/span> 'home_num'<\/span>,<\/span> 'size'<\/span>,<\/span> 'chaoxiang'<\/span>,<\/span> 'jianzao'<\/span>,<\/span> 'tags'<\/span>,<\/span> 'city'<\/span>]<\/span>)<\/span>
\n a =<\/span> recommend(<\/span>X)<\/span>
\n result =<\/span> f'\u9884\u6d4b\u7ed3\u679c\u4e3a：<\/span>{<\/span>a}<\/span><\/span> \u5143\/\u6bcf\u5e73\u65b9'<\/span><\/span>
\n return<\/span> render_template(<\/span>'group.html'<\/span>,<\/span> result=<\/span>result,<\/span> k_list=<\/span>qy_list,<\/span> p_list=<\/span>mean)<\/span>
\n else<\/span>:<\/span>
\n result =<\/span> f'\u533a\u57df\u9009\u62e9\u9519\u8bef'<\/span><\/span>
\n return<\/span> render_template(<\/span>'group.html'<\/span>,<\/span> result=<\/span>result,<\/span> k_list=<\/span>qy_list,<\/span> p_list=<\/span>mean)<\/span><\/p>\n

else<\/span>:<\/span>
\n result =<\/span> f'\u8f93\u5165\u6846\u4e0d\u53ef\u4e3a\u7a7a'<\/span><\/span>
\n return<\/span> render_template(<\/span>'group.html'<\/span>,<\/span> result=<\/span>result,<\/span> k_list=<\/span>qy_list,<\/span> p_list=<\/span>mean)<\/span><\/p>\n

# \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5<\/span>
\ndef<\/span> recommend<\/span>(<\/span>X)<\/span>:<\/span>
\n dataX =<\/span> pd.<\/span>read_csv(<\/span>".\/forecast\/data.csv"<\/span>,<\/span> index_col=<\/span>0<\/span>)<\/span>
\n dataY =<\/span> pd.<\/span>read_csv(<\/span>".\/forecast\/target.csv"<\/span>,<\/span> index_col=<\/span>0<\/span>)<\/span>
\n trainX,<\/span> testX,<\/span> trainY,<\/span> testY =<\/span> train_test_split(<\/span>dataX,<\/span> dataY,<\/span> test_size=<\/span>0.3<\/span>)<\/span>
\n # \u521b\u5efaCART\u56de\u5f52\u6811<\/span>
\n dtr =<\/span> DecisionTreeRegressor(<\/span>max_depth=<\/span>13<\/span>,<\/span> min_impurity_decrease=<\/span>0.02<\/span>,<\/span> min_samples_leaf=<\/span>10<\/span>)<\/span>
\n # \u62df\u5408\u6784\u9020CART\u56de\u5f52\u6811<\/span>
\n dtr.<\/span>fit(<\/span>trainX,<\/span> trainY)<\/span>
\n # \u8bbe\u7f6e\u5217\u540d<\/span>
\n X.<\/span>columns =<\/span> dataX.<\/span>columns
\n # \u5c06X\u7684\u503c\u8f6c\u6362\u4e3a\u6570\u503c\u7c7b\u578b<\/span>
\n X =<\/span> X.<\/span>astype(<\/span>float<\/span>)<\/span>
\n a =<\/span> float<\/span>(<\/span>str<\/span>(<\/span>dtr.<\/span>predict(<\/span>X)<\/span>)<\/span>[<\/span>1<\/span>:<\/span>–<\/span>1<\/span>]<\/span>)<\/span>
\n a =<\/span> '{:.2f}'<\/span>.<\/span>format<\/span>(<\/span>a)<\/span>
\n return<\/span> a<\/p>\n

if<\/span> __name__ ==<\/span> '__main__'<\/span>:<\/span>
\n app.<\/span>run(<\/span>debug=<\/span>True<\/span>)<\/span>
\n # db.create_all()<\/span><\/p>\n

🍅\u270c\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u5148\u6536\u85cf\u8d77\u6765，\u70b9\u8d5e\u5173\u6ce8\u4e0d\u8ff7\u8def，\u60f3\u5b66\u4e60\u66f4\u591a\u9879\u76ee\u53ef\u4ee5\u67e5\u770b\u4e3b\u9875，\u5927\u5bb6\u5728\u6bd5\u8bbe\u9009\u9898，\u9879\u76ee\u7f16\u7a0b\u4ee5\u53ca\u8bba\u6587\u7f16\u5199\u7b49\u76f8\u5173\u95ee\u9898\u90fd\u53ef\u4ee5\u7ed9\u6211\u7559\u8a00\u54a8\u8be2，\u5e0c\u671b\u53ef\u4ee5\u5e2e\u52a9\u540c\u5b66\u4eec\u987a\u5229\u6bd5\u4e1a！🍅\u270c<\/p>\n

5\u3001\u6e90\u7801\u83b7\u53d6\u65b9\u5f0f<\/h3>\n

🍅\u7531\u4e8e\u7bc7\u5e45\u9650\u5236，\u83b7\u53d6\u5b8c\u6574\u6587\u7ae0\u6216\u6e90\u7801\u3001\u4ee3\u505a\u9879\u76ee\u7684，\u62c9\u5230\u6587\u7ae0\u5e95\u90e8\u5373\u53ef\u770b\u5230\u4e2a\u4eba\u8054\u7cfb\u65b9\u5f0f\u3002🍅<\/p>\n

\u70b9\u8d5e\u3001\u6536\u85cf\u3001\u5173\u6ce8，\u4e0d\u8ff7\u8def，\u4e0b\u65b9\u67e5\u770b👇🏻\u83b7\u53d6\u8054\u7cfb\u65b9\u5f0f👇🏻<\/p>\n","protected":false},"excerpt":{"rendered":"

\u535a\u4e3b\u4ecb\u7ecd：\u270c\u5168\u7f51\u7c89\u4e1d10W，\u524d\u4e92\u8054\u7f51\u5927\u5382\u8f6f\u4ef6\u7814\u53d1\u3001\u96c6\u7ed3\u7855\u535a\u82f1\u8c6a\u6210\u7acb\u8f6f\u4ef6\u5f00\u53d1\u5de5\u4f5c\u5ba4，\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\u9879\u76ee\u5b9e\u62186\u5e74\u4e4b\u4e45，\u7d2f\u8ba1\u5f00\u53d1\u9879\u76ee\u4f5c\u54c1\u4e0a\u4e07\u5957\u3002\u51ed\u501f\u4e30\u5bcc\u7684\u7ecf\u9a8c\u4e0e\u4e13\u4e1a\u5b9e\u529b，\u5df2\u5e2e\u52a9\u6210\u5343\u4e0a\u4e07\u7684\u5b66\u751f\u987a\u5229\u6bd5\u4e1a，\u9009\u62e9\u6211\u4eec，\u5c31\u662f\u9009\u62e9\u653e\u5fc3\u3001\u9009\u62e9\u5b89\u5fc3\u6bd5\u4e1a\u270c > 🍅\u60f3\u8981\u83b7\u53d6\u5b8c\u6574\u6587\u7ae0\u6216\u8005\u6e90\u7801，\u6216\u8005\u4ee3\u505a，\u62c9\u5230\u6587\u7ae0\u5e95\u90e8\u5373\u53ef\u4e0e\u6211\u8054\u7cfb\u4e86\u3002🍅 \u70b9\u51fb\u67e5\u770b<\/p>\n","protected":false},"author":2,"featured_media":62369,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[81,365,323,5098,801,207,427],"topic":[],"class_list":["post-62383","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-python","tag-spark","tag-323","tag-5098","tag-801","tag-207","tag-427"],"yoast_head":"\n\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/62383.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u535a\u4e3b\u4ecb\u7ecd：\u270c\u5168\u7f51\u7c89\u4e1d10W，\u524d\u4e92\u8054\u7f51\u5927\u5382\u8f6f\u4ef6\u7814\u53d1\u3001\u96c6\u7ed3\u7855\u535a\u82f1\u8c6a\u6210\u7acb\u8f6f\u4ef6\u5f00\u53d1\u5de5\u4f5c\u5ba4，\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\u9879\u76ee\u5b9e\u62186\u5e74\u4e4b\u4e45，\u7d2f\u8ba1\u5f00\u53d1\u9879\u76ee\u4f5c\u54c1\u4e0a\u4e07\u5957\u3002\u51ed\u501f\u4e30\u5bcc\u7684\u7ecf\u9a8c\u4e0e\u4e13\u4e1a\u5b9e\u529b，\u5df2\u5e2e\u52a9\u6210\u5343\u4e0a\u4e07\u7684\u5b66\u751f\u987a\u5229\u6bd5\u4e1a，\u9009\u62e9\u6211\u4eec，\u5c31\u662f\u9009\u62e9\u653e\u5fc3\u3001\u9009\u62e9\u5b89\u5fc3\u6bd5\u4e1a\u270c > 🍅\u60f3\u8981\u83b7\u53d6\u5b8c\u6574\u6587\u7ae0\u6216\u8005\u6e90\u7801，\u6216\u8005\u4ee3\u505a，\u62c9\u5230\u6587\u7ae0\u5e95\u90e8\u5373\u53ef\u4e0e\u6211\u8054\u7cfb\u4e86\u3002🍅 \u70b9\u51fb\u67e5\u770b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/62383.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-19T14:42:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260119144219-696e42cb3772c.jpg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/62383.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/62383.html\",\"name\":\"\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-01-19T14:42:29+00:00\",\"dateModified\":\"2026-01-19T14:42:29+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/62383.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/62383.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/62383.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/62383.html","og_locale":"zh_CN","og_type":"article","og_title":"\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u535a\u4e3b\u4ecb\u7ecd：\u270c\u5168\u7f51\u7c89\u4e1d10W，\u524d\u4e92\u8054\u7f51\u5927\u5382\u8f6f\u4ef6\u7814\u53d1\u3001\u96c6\u7ed3\u7855\u535a\u82f1\u8c6a\u6210\u7acb\u8f6f\u4ef6\u5f00\u53d1\u5de5\u4f5c\u5ba4，\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\u9879\u76ee\u5b9e\u62186\u5e74\u4e4b\u4e45，\u7d2f\u8ba1\u5f00\u53d1\u9879\u76ee\u4f5c\u54c1\u4e0a\u4e07\u5957\u3002\u51ed\u501f\u4e30\u5bcc\u7684\u7ecf\u9a8c\u4e0e\u4e13\u4e1a\u5b9e\u529b，\u5df2\u5e2e\u52a9\u6210\u5343\u4e0a\u4e07\u7684\u5b66\u751f\u987a\u5229\u6bd5\u4e1a，\u9009\u62e9\u6211\u4eec，\u5c31\u662f\u9009\u62e9\u653e\u5fc3\u3001\u9009\u62e9\u5b89\u5fc3\u6bd5\u4e1a\u270c > 🍅\u60f3\u8981\u83b7\u53d6\u5b8c\u6574\u6587\u7ae0\u6216\u8005\u6e90\u7801，\u6216\u8005\u4ee3\u505a，\u62c9\u5230\u6587\u7ae0\u5e95\u90e8\u5373\u53ef\u4e0e\u6211\u8054\u7cfb\u4e86\u3002🍅 \u70b9\u51fb\u67e5\u770b","og_url":"https:\/\/www.wsisp.com\/helps\/62383.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-01-19T14:42:29+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260119144219-696e42cb3772c.jpg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"7 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/62383.html","url":"https:\/\/www.wsisp.com\/helps\/62383.html","name":"\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-01-19T14:42:29+00:00","dateModified":"2026-01-19T14:42:29+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/62383.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/62383.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/62383.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u623f\u5c4b\u6570\u636e\u5206\u6790 python\u623f\u4ef7\u9884\u6d4b\u7cfb\u7edf \u5546\u54c1\u623f \u673a\u5668\u5b66\u4e60\u623f\u6e90\u4fe1\u606f\u5206\u6790\u53ef\u89c6\u5316 \u9884\u6d4b\u7b97\u6cd5 \u722c\u866b Flask\u6846\u67b6 \u51b3\u7b56\u6811\u9884\u6d4b\u7b97\u6cd5 58\u540c\u57ce\u623f\u4ea7"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/62383","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=62383"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/62383\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/62369"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=62383"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=62383"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=62383"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=62383"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}