{"id":23492,"date":"2024-12-13T10:18:57","date_gmt":"2024-12-13T02:18:57","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=23492"},"modified":"2024-12-13T10:18:57","modified_gmt":"2024-12-13T02:18:57","slug":"%e7%a8%8b%e5%ba%8f%e5%91%98%e9%9c%80%e8%a6%81%e4%ba%86%e8%a7%a3%e7%9a%84%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%bc%80%e5%8f%91%e6%96%b9%e5%90%91%ef%bc%81","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/12\/13\/23492\/","title":{"rendered":"\u7a0b\u5e8f\u5458\u9700\u8981\u4e86\u89e3\u7684\u5927\u6a21\u578b\u5f00\u53d1\u65b9\u5411\uff01"},"content":{"rendered":"<div class=\"article-desc\">\u968f\u7740GPT\u7684\u7206\u706b\uff0c\u5927\u6a21\u578b\u65b9\u5411\u8fd1\u671f\u4e5f\u8fce\u6765\u8d8a\u6765\u8d8a\u591a\u7684\u673a\u4f1a\u548c\u53d1\u5c55\u3002\u800c\u4e14\u4f5c\u4e3a\u5de5\u4f5c\u51e0\u5e74CRUD\u7684\u540e\u7aef\uff0c\u611f\u89c9\u540e\u7aef\u5f00\u53d1\u662f\u8d8a\u6765\u8d8a\u5377\u4e86\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p><img data-dominant-color=\"1c3e5a\" data-has-transparency=\"false\" style=\"--dominant-color: #1c3e5a;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-23493\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/12\/44f0ccf896112c803ee9555c016a04c2111af9.jfif_.jpg\" width=\"416\" height=\"232\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/12\/44f0ccf896112c803ee9555c016a04c2111af9.jfif_.jpg 416w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/12\/44f0ccf896112c803ee9555c016a04c2111af9.jfif_-300x167.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/12\/44f0ccf896112c803ee9555c016a04c2111af9.jfif_-150x84.jpg 150w\" sizes=\"auto, (max-width: 416px) 100vw, 416px\" \/><\/p>\n<p>\u5927\u5bb6\u597d\u5440\uff0c\u6211\u662f\u98de\u9c7c\u3002<\/p>\n<p>\u968f\u7740GPT\u7684\u7206\u706b\uff0c\u5927\u6a21\u578b\u65b9\u5411\u8fd1\u671f\u4e5f\u8fce\u6765\u8d8a\u6765\u8d8a\u591a\u7684\u673a\u4f1a\u548c\u53d1\u5c55\u3002<\/p>\n<blockquote><p>\u275d\u800c\u4e14\u4f5c\u4e3a\u5de5\u4f5c\u51e0\u5e74CRUD\u7684\u540e\u7aef\uff0c\u611f\u89c9\u540e\u7aef\u5f00\u53d1\u662f\u8d8a\u6765\u8d8a\u5377\u4e86\u3002<\/p><\/blockquote>\n<p>\u8fd9\u91cc\u4e5f\u4e0d\u662f\u9f13\u52b1\u5927\u5bb6\u8d76\u7d27\u53bb\u8f6c\u5927\u6a21\u578b\uff0c\u53ef\u4ee5\u5148\u4e86\u89e3\u4e00\u4e0b\u65b0\u7684\u884c\u4e1a\uff0c\u65b0\u7684\u673a\u4f1a\uff0c\u66f4\u597d\u7684\u89c4\u5212\u81ea\u5df1\u672a\u6765\u7684\u804c\u4e1a\u53d1\u5c55\u3002<\/p>\n<blockquote><p>\u275d\u73b0\u5728\u62db\u8058\u5927\u6a21\u578b\u7684\u5c97\u4f4d\u8fd8\u662f\u6bd4\u8f83\u5c11\u7684\uff0c\u800c\u4e14\u4e5f\u51fa\u73b0\u5f88\u591a\u57f9\u8bad\u5927\u6a21\u578b\u7684\uff08\u5927\u90e8\u5206\u662f\u6536\u5272\u97ed\u83dc\u7684\uff0c\u5927\u5bb6\u4e5f\u522b\u88ab\u9a97\u4e86\uff09\u3002<\/p><\/blockquote>\n<h4>\u76ee\u524d\u5927\u6a21\u578b\u5de5\u7a0b\u5e08\u6709\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5411<\/h4>\n<blockquote><p>\u275d\u5927\u6a21\u578b\u6570\u636e\u5de5\u7a0b\u5e08\uff1a<\/p>\n<ul data-id=\"u738a58b-1jP7F7LW\">\n<li data-id=\"ld70c578-gJRcYf6l\">\u6570\u636e\u6e05\u6d17\/ETL\/Data Engine\/Pipeline<\/li>\n<\/ul>\n<p>\u5927\u6a21\u578b\u5e73\u53f0\u5de5\u7a0b\u5e08\uff1a<\/p>\n<ul data-id=\"u738a58b-59ScJRDQ\">\n<li data-id=\"ld70c578-gQec663R\">\u5206\u5e03\u5f0f\u8bad\u7ec3\/\u5927\u6a21\u578b\u96c6\u7fa4\/\u5de5\u7a0b\u57fa\u5efa<\/li>\n<\/ul>\n<p>\u5927\u6a21\u578b\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff1a<\/p>\n<ul data-id=\"u738a58b-NcgYd9bI\">\n<li data-id=\"ld70c578-QbJcc6Qi\">\u641c\u5e7f\u63a8\/\u5bf9\u8bdd\u673a\u5668\u4eba\/AIGC\u7b49<\/li>\n<\/ul>\n<p>\u5927\u6a21\u578b\u90e8\u7f72\u5de5\u7a0b\u5e08\uff1a<\/p>\n<ul data-id=\"u738a58b-ai2MR5ED\">\n<li data-id=\"ld70c578-i3INY02g\">\u63a8\u7406\u52a0\u901f\/\u8de8\u5e73\u53f0\/\u7aef\u667a\u80fd\/\u5d4c\u5165\u5f0f\u7b49<\/li>\n<\/ul>\n<\/blockquote>\n<p>\u5c31\u76ee\u524d\u7684\u73b0\u72b6\uff0c\u5bf9\u4e8e\u6570\u636e\u5de5\u7a0b\u5e08\uff0c\u7279\u522b\u662f\u6709\u7ecf\u9a8c\u7684\u6570\u636e\u5de5\u7a0b\u5e08\uff0c\u662f\u975e\u5e38\u7a00\u7f3a\u7684\u3002<\/p>\n<blockquote><p>\u275d\u591a\u5173\u5fc3\u6570\u636e\uff0c\u79ef\u7d2f\u9ad8\u8d28\u91cf\u8bad\u7ec3\/\u6d4b\u8bd5\u96c6\u7684\u6784\u5efa\u7ecf\u9a8c\uff0c\u5bf9\u6570\u636e\u7684Sense\uff0c\u662f\u6700\u76f4\u63a5\uff0c\u4e5f\u662f\u6700\u9002\u5408\u7528\u5230\u672a\u6765\u5de5\u4f5c\u5f53\u4e2d\u7684\u3002<\/p><\/blockquote>\n<p>\u60f3\u505a\u5e94\u7528\u7684\uff0c\u5efa\u8bae\u6df1\u8015\u67d0\u4e2a\u5782\u76f4\u9886\u57df\u3002<\/p>\n<blockquote><p>\u275d\u6bd4\u5982\u5bf9\u8bdd\u673a\u5668\u4eba\uff0c\u95ee\u7b54\u7cfb\u7edf\uff0c\u91d1\u878d\/\u533b\u7597\/\u6559\u80b2\u65b9\u5411\uff0c\u627e\u4e00\u4e2a\u5177\u4f53\u7684\u573a\u666f\uff0c\u628a\u5b83\u505a\u597d\uff0c\u505a\u6df1\u3002<\/p><\/blockquote>\n<h3>\u6bcf\u65e5\u4e00\u9898<\/h3>\n<h4>\u9898\u76ee\u63cf\u8ff0<\/h4>\n<blockquote><p>\u275d\u7ed9\u5b9a\u4e00\u4e2a\u4e8c\u53c9\u6811\uff0c\u5224\u65ad\u5b83\u662f\u5426\u662f \u5e73\u8861\u4e8c\u53c9\u6811\u3002<\/p><\/blockquote>\n<h4>\u89e3\u9898\u601d\u8def<\/h4>\n<blockquote><p>\u275d<strong>\u9012\u5f52<\/strong><\/p>\n<p>\u4e09\u70b9\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<ul data-id=\"u738a58b-cH8VXYRd\">\n<li data-id=\"ld70c578-6nBIRcVm\">\u5de6\u5b50\u6811\u662f\u5e73\u8861\u4e8c\u53c9\u6811<\/li>\n<li data-id=\"ld70c578-dfVJNrjJ\">\u53f3\u5b50\u6811\u662f\u5e73\u8861\u4e8c\u53c9\u6811<\/li>\n<li data-id=\"ld70c578-tqAUgW3C\">\u5de6\u53f3\u5b50\u6811\u9ad8\u5ea6\u4e0d\u8d85\u8fc71<\/li>\n<\/ul>\n<\/blockquote>\n<h4>\u4ee3\u7801\u5b9e\u73b0<\/h4>\n<p>Java\u4ee3\u7801\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">class Solution {\r\n    public boolean isBalanced(TreeNode root) {\r\n        \/\/\u53ea\u8981\u4e0d\u5b58\u5728\u4e0d\u5e73\u8861\u7684\u5b50\u6811\uff0c\u5219\u6574\u4e2a\u6811\u5e73\u8861\r\n        return depth(root) != -1;\r\n    }\r\n    \/\/\u9012\u5f52\u6c42\u89e3\u6bcf\u4e2a\u5b50\u4e8c\u53c9\u6811\u7684\u5e73\u8861\u6027\uff0c\u4e00\u65e6\u6709\u4e0d\u5e73\u8861\u7684\uff0c\u9012\u5f52\u5411\u4e0a\u8fd4\u56de-1\uff0c\u7ed3\u675f\u5224\u65ad\r\n    public int depth(TreeNode root) {\r\n        if (root == null) {\r\n            return 0;\r\n        }\r\n        \/\/\u8ba1\u7b97\u5de6\u8282\u70b9\u7684\u6df1\u5ea6\r\n        int left = depth(root.left);\r\n        \/\/\u8ba1\u7b97\u53f3\u8282\u70b9\u6df1\u5ea6\r\n        int right = depth(root.right);\r\n        \/\/\u5982\u679c\u672c\u5c42\u6839\u8282\u70b9\u7684\u4e8c\u53c9\u6811\u4e0d\u5e73\u8861\u5219\u8fd4\u56de-1\uff0c\u5982\u679c\u5176\u5b50\u6811\u4e0d\u5e73\u8861\u4e00\u6837\r\n        if (Math.abs(left - right) &gt; 1 || left == -1 || right == -1) {\r\n            return -1;\r\n        }\r\n        return Math.max(left, right) + 1;\r\n    }\r\n}<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>Python\u4ee3\u7801\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">class Solution:\r\n    def isBalanced(self, root):\r\n        # \u53ea\u8981\u4e0d\u5b58\u5728\u4e0d\u5e73\u8861\u7684\u5b50\u6811\uff0c\u5219\u6574\u4e2a\u6811\u5e73\u8861\uff0c\u8c03\u7528depth\u65b9\u6cd5\u5224\u65ad\uff0c\u82e5\u8fd4\u56de\u503c\u4e0d\u662f -1 \u5219\u8868\u793a\u5e73\u8861\r\n        return self.depth(root)!= -1\r\n    def depth(self, root):\r\n        if root is None:\r\n            return 0\r\n        # \u8ba1\u7b97\u5de6\u5b50\u6811\u6df1\u5ea6\r\n        left = self.depth(root.left)\r\n        # \u8ba1\u7b97\u53f3\u5b50\u6811\u6df1\u5ea6\r\n        right = self.depth(root.right)\r\n        # \u5982\u679c\u672c\u5c42\u6839\u8282\u70b9\u7684\u4e8c\u53c9\u6811\u4e0d\u5e73\u8861\uff08\u5de6\u53f3\u5b50\u6811\u9ad8\u5ea6\u5dee\u7edd\u5bf9\u503c\u5927\u4e8e1\uff09\u6216\u8005\u5de6\u3001\u53f3\u5b50\u6811\u6709\u8fd4\u56de -1 \u7684\u60c5\u51b5\uff08\u5373\u4e0d\u5e73\u8861\uff09\uff0c\u5219\u8fd4\u56de -1\r\n        if abs(left - right) &gt; 1 or left == -1 or right == -1:\r\n            return -1\r\n        return max(left, right) + 1<\/code><\/pre>\n<ul id=\"code_id_1\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>Go\u4ee3\u7801\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_2\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">func (s *Solution) IsBalanced(root *TreeNode) bool {\r\n    return s.Depth(root)!= -1\r\n}\r\nfunc (s *Solution) Depth(root *TreeNode) int {\r\n    if root == nil {\r\n        return 0\r\n    }\r\n    \/\/ \u9012\u5f52\u8ba1\u7b97\u5de6\u5b50\u6811\u6df1\u5ea6\r\n    left := s.Depth(root.Left)\r\n    \/\/ \u9012\u5f52\u8ba1\u7b97\u53f3\u5b50\u6811\u6df1\u5ea6\r\n    right := s.Depth(root.Right)\r\n    \/\/ \u5982\u679c\u5f53\u524d\u8282\u70b9\u7684\u5de6\u53f3\u5b50\u6811\u9ad8\u5ea6\u5dee\u7edd\u5bf9\u503c\u5927\u4e8e1\uff0c\u6216\u8005\u5de6\u3001\u53f3\u5b50\u6811\u6709\u8fd4\u56de -1 \u7684\u60c5\u51b5\uff08\u5373\u4e0d\u5e73\u8861\uff09\uff0c\u5219\u8fd4\u56de -1\r\n    if abs(left-right) &gt; 1 || left == -1 || right == -1 {\r\n        return -1\r\n    }\r\n    \/\/ \u8fd4\u56de\u5de6\u53f3\u5b50\u6811\u6df1\u5ea6\u6700\u5927\u503c\u52a01\uff08\u4ee3\u8868\u52a0\u4e0a\u5f53\u524d\u8282\u70b9\u8fd9\u4e00\u5c42\uff09\r\n    return max(left, right) + 1\r\n}\r\n\/\/ abs\u51fd\u6570\u7528\u4e8e\u8ba1\u7b97\u6574\u6570\u7684\u7edd\u5bf9\u503c\r\nfunc abs(a int) int {\r\n    if a &lt; 0 {\r\n        return -a\r\n    }\r\n    return a\r\n}\r\n\/\/ max\u51fd\u6570\u7528\u4e8e\u8fd4\u56de\u4e24\u4e2a\u6574\u6570\u4e2d\u7684\u8f83\u5927\u503c\r\nfunc max(a, b int) int {\r\n    if a &gt; b {\r\n        return a\r\n    }\r\n    return b\r\n}<\/code><\/pre>\n<ul id=\"code_id_2\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<li>30.<\/li>\n<li>31.<\/li>\n<li>32.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>\u590d\u6742\u5ea6\u5206\u6790<\/h4>\n<blockquote><p>\u275d\u65f6\u95f4\u590d\u6742\u5ea6\uff1aO(n)<\/p>\n<ul data-id=\"u738a58b-6FOPkHC7\">\n<li 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