{"id":948672,"date":"2024-12-27T00:05:49","date_gmt":"2024-12-26T16:05:49","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/948672.html"},"modified":"2024-12-27T00:05:51","modified_gmt":"2024-12-26T16:05:51","slug":"python%e6%a0%91%e5%a6%82%e4%bd%95%e9%81%8d%e5%8e%86","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/948672.html","title":{"rendered":"python\u6811\u5982\u4f55\u904d\u5386"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25083941\/b594d292-8200-4152-a084-ddad78b7cf7a.webp\" alt=\"python\u6811\u5982\u4f55\u904d\u5386\" \/><\/p>\n<p><p> <strong>Python\u6811\u904d\u5386\u7684\u65b9\u6cd5\u6709\uff1a\u6df1\u5ea6\u4f18\u5148\u904d\u5386\uff08\u5305\u62ec\u524d\u5e8f\u904d\u5386\u3001\u4e2d\u5e8f\u904d\u5386\u3001\u540e\u5e8f\u904d\u5386\uff09\u3001\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\uff08\u5c42\u5e8f\u904d\u5386\uff09\u3002\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u9002\u7528\u4e8e\u9700\u8981\u63a2\u5bfb\u8def\u5f84\u7684\u95ee\u9898\uff0c\u800c\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\u9002\u5408\u5bfb\u627e\u6700\u77ed\u8def\u5f84\u7684\u95ee\u9898\u3002<\/strong><\/p>\n<\/p>\n<p><p>\u6df1\u5ea6\u4f18\u5148\u904d\u5386\uff08DFS\uff09\u662f\u4e00\u79cd\u7cfb\u7edf\u5730\u63a2\u7d22\u6811\u7684\u6240\u6709\u8282\u70b9\u7684\u7b97\u6cd5\u3002\u5b83\u53ef\u4ee5\u901a\u8fc7\u9012\u5f52\u6216\u4f7f\u7528\u6808\u6765\u5b9e\u73b0\u3002\u524d\u5e8f\u904d\u5386\u9996\u5148\u8bbf\u95ee\u6839\u8282\u70b9\uff0c\u7136\u540e\u662f\u5de6\u5b50\u6811\uff0c\u6700\u540e\u662f\u53f3\u5b50\u6811\uff1b\u4e2d\u5e8f\u904d\u5386\u8bbf\u95ee\u5de6\u5b50\u6811\uff0c\u6839\u8282\u70b9\uff0c\u6700\u540e\u662f\u53f3\u5b50\u6811\uff1b\u540e\u5e8f\u904d\u5386\u5219\u662f\u5148\u8bbf\u95ee\u5de6\u5b50\u6811\uff0c\u518d\u53f3\u5b50\u6811\uff0c\u6700\u540e\u662f\u6839\u8282\u70b9\u3002\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\uff08BFS\uff09\u901a\u8fc7\u4f7f\u7528\u961f\u5217\u9010\u5c42\u8bbf\u95ee\u8282\u70b9\uff0c\u4ece\u6839\u8282\u70b9\u5f00\u59cb\uff0c\u4e00\u5c42\u4e00\u5c42\u5730\u5411\u4e0b\u79fb\u52a8\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u6df1\u5ea6\u4f18\u5148\u904d\u5386\uff08DFS\uff09<\/p>\n<\/p>\n<p><p>\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u662f\u4e00\u79cd\u7528\u4e8e\u904d\u5386\u6216\u641c\u7d22\u6811\u6216\u56fe\u7684\u7b97\u6cd5\u3002\u5b83\u603b\u662f\u6cbf\u7740\u6811\u7684\u6df1\u5ea6\u8fdb\u884c\u641c\u7d22\uff0c\u76f4\u5230\u8fbe\u5230\u4e86\u6700\u6df1\u7684\u8282\u70b9\uff0c\u7136\u540e\u56de\u6eaf\u3002<\/p>\n<\/p>\n<ol>\n<li>\u524d\u5e8f\u904d\u5386<\/li>\n<\/ol>\n<p><p>\u524d\u5e8f\u904d\u5386\u662f\u4e00\u79cd\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u7684\u65b9\u5f0f\uff0c\u5b83\u9996\u5148\u8bbf\u95ee\u6839\u8282\u70b9\uff0c\u7136\u540e\u8bbf\u95ee\u5de6\u5b50\u6811\uff0c\u6700\u540e\u8bbf\u95ee\u53f3\u5b50\u6811\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class Node:<\/p>\n<p>    def __init__(self, value):<\/p>\n<p>        self.value = value<\/p>\n<p>        self.left = None<\/p>\n<p>        self.right = None<\/p>\n<p>def preorder_traversal(root):<\/p>\n<p>    if root:<\/p>\n<p>        print(root.value, end=&#39; &#39;)<\/p>\n<p>        preorder_traversal(root.left)<\/p>\n<p>        preorder_traversal(root.right)<\/p>\n<h2><strong>\u793a\u4f8b\u4f7f\u7528<\/strong><\/h2>\n<p>root = Node(1)<\/p>\n<p>root.left = Node(2)<\/p>\n<p>root.right = Node(3)<\/p>\n<p>root.left.left = Node(4)<\/p>\n<p>root.left.right = Node(5)<\/p>\n<p>preorder_traversal(root)  # Output: 1 2 4 5 3<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u4e2d\u5e8f\u904d\u5386<\/li>\n<\/ol>\n<p><p>\u4e2d\u5e8f\u904d\u5386\u9996\u5148\u8bbf\u95ee\u5de6\u5b50\u6811\uff0c\u7136\u540e\u8bbf\u95ee\u6839\u8282\u70b9\uff0c\u6700\u540e\u8bbf\u95ee\u53f3\u5b50\u6811\u3002\u8fd9\u79cd\u904d\u5386\u65b9\u5f0f\u5728\u4e8c\u53c9\u641c\u7d22\u6811\uff08BST\uff09\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u6309\u5347\u5e8f\u987a\u5e8f\u8bbf\u95ee\u6240\u6709\u8282\u70b9\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def inorder_traversal(root):<\/p>\n<p>    if root:<\/p>\n<p>        inorder_traversal(root.left)<\/p>\n<p>        print(root.value, end=&#39; &#39;)<\/p>\n<p>        inorder_traversal(root.right)<\/p>\n<h2><strong>\u793a\u4f8b\u4f7f\u7528<\/strong><\/h2>\n<p>inorder_traversal(root)  # Output: 4 2 5 1 3<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u540e\u5e8f\u904d\u5386<\/li>\n<\/ol>\n<p><p>\u540e\u5e8f\u904d\u5386\u9996\u5148\u8bbf\u95ee\u5de6\u5b50\u6811\uff0c\u7136\u540e\u8bbf\u95ee\u53f3\u5b50\u6811\uff0c\u6700\u540e\u8bbf\u95ee\u6839\u8282\u70b9\u3002\u8fd9\u79cd\u904d\u5386\u65b9\u5f0f\u5728\u5220\u9664\u6811\u4e2d\u7684\u8282\u70b9\u65f6\u5f88\u6709\u7528\uff0c\u56e0\u4e3a\u5b83\u786e\u4fdd\u5728\u5220\u9664\u7236\u8282\u70b9\u4e4b\u524d\u5df2\u7ecf\u5220\u9664\u4e86\u5b50\u8282\u70b9\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def postorder_traversal(root):<\/p>\n<p>    if root:<\/p>\n<p>        postorder_traversal(root.left)<\/p>\n<p>        postorder_traversal(root.right)<\/p>\n<p>        print(root.value, end=&#39; &#39;)<\/p>\n<h2><strong>\u793a\u4f8b\u4f7f\u7528<\/strong><\/h2>\n<p>postorder_traversal(root)  # Output: 4 5 2 3 1<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e8c\u3001\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\uff08BFS\uff09<\/p>\n<\/p>\n<p><p>\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\u662f\u4e00\u79cd\u9010\u5c42\u8bbf\u95ee\u6811\u7684\u7b97\u6cd5\uff0c\u4ece\u6839\u8282\u70b9\u5f00\u59cb\uff0c\u6bcf\u6b21\u8bbf\u95ee\u4e00\u5c42\u7684\u6240\u6709\u8282\u70b9\uff0c\u7136\u540e\u518d\u8bbf\u95ee\u4e0b\u4e00\u5c42\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5c42\u5e8f\u904d\u5386<\/li>\n<\/ol>\n<p><p>\u5c42\u5e8f\u904d\u5386\u662f\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\u7684\u4e00\u79cd\u5b9e\u73b0\uff0c\u901a\u5e38\u4f7f\u7528\u961f\u5217\u6765\u5b9e\u73b0\u3002\u5b83\u9996\u5148\u8bbf\u95ee\u6839\u8282\u70b9\uff0c\u7136\u540e\u8bbf\u95ee\u4e0b\u4e00\u5c42\u7684\u6240\u6709\u8282\u70b9\uff0c\u4ee5\u6b64\u7c7b\u63a8\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from collections import deque<\/p>\n<p>def level_order_traversal(root):<\/p>\n<p>    if not root:<\/p>\n<p>        return<\/p>\n<p>    queue = deque([root])<\/p>\n<p>    while queue:<\/p>\n<p>        node = queue.popleft()<\/p>\n<p>        print(node.value, end=&#39; &#39;)<\/p>\n<p>        if node.left:<\/p>\n<p>            queue.append(node.left)<\/p>\n<p>        if node.right:<\/p>\n<p>            queue.append(node.right)<\/p>\n<h2><strong>\u793a\u4f8b\u4f7f\u7528<\/strong><\/h2>\n<p>level_order_traversal(root)  # Output: 1 2 3 4 5<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e09\u3001\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u4e0e\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\u7684\u6bd4\u8f83<\/p>\n<\/p>\n<ol>\n<li>\u4f7f\u7528\u573a\u666f<\/li>\n<\/ol>\n<p><p>\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u5728\u9700\u8981\u63a2\u7d22\u6240\u6709\u53ef\u80fd\u8def\u5f84\u7684\u95ee\u9898\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u6bd4\u5982\u89e3\u51b3\u8ff7\u5bab\u95ee\u9898\u3002\u800c\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\u9002\u5408\u7528\u4e8e\u5bfb\u627e\u6700\u77ed\u8def\u5f84\u7684\u95ee\u9898\uff0c\u6bd4\u5982\u5728\u56fe\u4e2d\u5bfb\u627e\u4e24\u4e2a\u8282\u70b9\u4e4b\u95f4\u7684\u6700\u77ed\u8def\u5f84\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u5b9e\u73b0\u590d\u6742\u5ea6<\/li>\n<\/ol>\n<p><p>\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u901a\u5e38\u4f7f\u7528\u9012\u5f52\u5b9e\u73b0\uff0c\u5185\u5b58\u5360\u7528\u8f83\u5c11\uff0c\u4f46\u5728\u975e\u5e38\u6df1\u7684\u6811\u4e2d\u53ef\u80fd\u5bfc\u81f4\u6808\u6ea2\u51fa\u3002\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\u9700\u8981\u4f7f\u7528\u961f\u5217\u6765\u5b58\u50a8\u6bcf\u4e00\u5c42\u7684\u8282\u70b9\uff0c\u53ef\u80fd\u9700\u8981\u66f4\u591a\u7684\u5185\u5b58\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u65f6\u95f4\u590d\u6742\u5ea6<\/li>\n<\/ol>\n<p><p>\u4e24\u79cd\u904d\u5386\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u90fd\u662fO(n)\uff0c\u5176\u4e2dn\u662f\u6811\u4e2d\u8282\u70b9\u7684\u6570\u91cf\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u8282\u70b9\u90fd\u53ea\u4f1a\u88ab\u8bbf\u95ee\u4e00\u6b21\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u4ee3\u7801\u4f18\u5316\u6280\u5de7<\/p>\n<\/p>\n<ol>\n<li>\u4f7f\u7528\u8fed\u4ee3\u4ee3\u66ff\u9012\u5f52<\/li>\n<\/ol>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u8fed\u4ee3\u53ef\u4ee5\u907f\u514d\u9012\u5f52\u5e26\u6765\u7684\u6808\u6ea2\u51fa\u95ee\u9898\u3002\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u53ef\u4ee5\u4f7f\u7528\u663e\u5f0f\u7684\u6808\u6765\u4ee3\u66ff\u9012\u5f52\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def iterative_preorder_traversal(root):<\/p>\n<p>    if not root:<\/p>\n<p>        return<\/p>\n<p>    stack = [root]<\/p>\n<p>    while stack:<\/p>\n<p>        node = stack.pop()<\/p>\n<p>        print(node.value, end=&#39; &#39;)<\/p>\n<p>        if node.right:<\/p>\n<p>            stack.append(node.right)<\/p>\n<p>        if node.left:<\/p>\n<p>            stack.append(node.left)<\/p>\n<h2><strong>\u793a\u4f8b\u4f7f\u7528<\/strong><\/h2>\n<p>iterative_preorder_traversal(root)  # Output: 1 2 4 5 3<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u4f7f\u7528\u751f\u6210\u5668<\/li>\n<\/ol>\n<p><p>\u5bf9\u4e8e\u6811\u7684\u904d\u5386\uff0c\u4f7f\u7528\u751f\u6210\u5668\u53ef\u4ee5\u8ba9\u904d\u5386\u8fc7\u7a0b\u66f4\u52a0\u7075\u6d3b\uff0c\u53ef\u4ee5\u968f\u65f6\u6682\u505c\u548c\u6062\u590d\u904d\u5386\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def generator_inorder_traversal(root):<\/p>\n<p>    if root:<\/p>\n<p>        yield from generator_inorder_traversal(root.left)<\/p>\n<p>        yield root.value<\/p>\n<p>        yield from generator_inorder_traversal(root.right)<\/p>\n<h2><strong>\u793a\u4f8b\u4f7f\u7528<\/strong><\/h2>\n<p>for value in generator_inorder_traversal(root):<\/p>\n<p>    print(value, end=&#39; &#39;)  # Output: 4 2 5 1 3<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e94\u3001\u5e94\u7528\u573a\u666f<\/p>\n<\/p>\n<ol>\n<li>\u8868\u8fbe\u5f0f\u6811\u7684\u6c42\u503c<\/li>\n<\/ol>\n<p><p>\u5728\u8868\u8fbe\u5f0f\u6811\u4e2d\uff0c\u540e\u5e8f\u904d\u5386\u53ef\u4ee5\u7528\u4e8e\u8ba1\u7b97\u8868\u8fbe\u5f0f\u7684\u503c\uff0c\u56e0\u4e3a\u5b83\u786e\u4fdd\u5728\u8fd0\u7b97\u7b26\u4e4b\u524d\u5df2\u7ecf\u8ba1\u7b97\u4e86\u6240\u6709\u64cd\u4f5c\u6570\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u6784\u5efa\u6811<\/li>\n<\/ol>\n<p><p>\u524d\u5e8f\u904d\u5386\u548c\u4e2d\u5e8f\u904d\u5386\u53ef\u4ee5\u7528\u4e8e\u91cd\u5efa\u4e8c\u53c9\u6811\uff0c\u56e0\u4e3a\u524d\u5e8f\u904d\u5386\u7684\u7b2c\u4e00\u4e2a\u8282\u70b9\u662f\u6839\u8282\u70b9\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u56fe\u7684\u904d\u5386<\/li>\n<\/ol>\n<p><p>\u867d\u7136\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u548c\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\u901a\u5e38\u4e0e\u6811\u76f8\u5173\uff0c\u4f46\u5b83\u4eec\u4e5f\u53ef\u4ee5\u7528\u4e8e\u904d\u5386\u56fe\u4e2d\u7684\u6240\u6709\u8282\u70b9\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001\u5e38\u89c1\u8bef\u533a<\/p>\n<\/p>\n<ol>\n<li>\u5fd8\u8bb0\u5904\u7406\u7a7a\u6811<\/li>\n<\/ol>\n<p><p>\u5728\u5b9e\u73b0\u904d\u5386\u7b97\u6cd5\u65f6\uff0c\u5fc5\u987b\u5904\u7406\u6811\u4e3a\u7a7a\u7684\u60c5\u51b5\uff0c\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u9519\u8bef\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u5fd8\u8bb0\u56de\u6eaf<\/li>\n<\/ol>\n<p><p>\u5728\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u4e2d\uff0c\u901a\u5e38\u9700\u8981\u5728\u8bbf\u95ee\u5b8c\u4e00\u4e2a\u5b50\u6811\u540e\u56de\u6eaf\u5230\u7236\u8282\u70b9\uff0c\u4ee5\u7ee7\u7eed\u8bbf\u95ee\u5176\u4ed6\u5b50\u6811\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u6df7\u6dc6\u904d\u5386\u987a\u5e8f<\/li>\n<\/ol>\n<p><p>\u786e\u4fdd\u5728\u5b9e\u73b0\u904d\u5386\u7b97\u6cd5\u65f6\uff0c\u6309\u6b63\u786e\u7684\u987a\u5e8f\u8bbf\u95ee\u8282\u70b9\u3002\u4f8b\u5982\uff0c\u540e\u5e8f\u904d\u5386\u5fc5\u987b\u5728\u8bbf\u95ee\u5b50\u8282\u70b9\u4e4b\u540e\u624d\u8bbf\u95ee\u7236\u8282\u70b9\u3002<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u7406\u89e3\u5e76\u638c\u63e1\u4ee5\u4e0a\u7684\u904d\u5386\u65b9\u6cd5\u548c\u6280\u5de7\uff0c\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u5904\u7406\u548c\u64cd\u4f5c\u5404\u79cd\u6811\u7ed3\u6784\u3002\u6811\u904d\u5386\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u4e2d\u4e00\u4e2a\u975e\u5e38\u57fa\u7840\u4e14\u91cd\u8981\u7684\u6982\u5ff5\uff0c\u901a\u8fc7\u4e0d\u540c\u7684\u904d\u5386\u65b9\u5f0f\uff0c\u53ef\u4ee5\u89e3\u51b3\u591a\u79cd\u590d\u6742\u7684\u95ee\u9898\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>1. \u4ec0\u4e48\u662f\u6811\u7ed3\u6784\uff0c\u4e3a\u4ec0\u4e48\u5728Python\u4e2d\u4f7f\u7528\u6811\uff1f<\/strong><br \/>\u6811\u662f\u4e00\u79cd\u6570\u636e\u7ed3\u6784\uff0c\u7531\u8282\u70b9\u548c\u8fb9\u7ec4\u6210\uff0c\u8282\u70b9\u4e4b\u95f4\u7684\u5173\u7cfb\u5448\u73b0\u51fa\u5c42\u7ea7\u7ed3\u6784\u3002\u6811\u7ed3\u6784\u5728\u8bb8\u591a\u5e94\u7528\u573a\u666f\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u4f8b\u5982\u6587\u4ef6\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u7d22\u5f15\u548c\u7f51\u7edc\u8def\u7531\u7b49\u3002\u5728Python\u4e2d\uff0c\u6811\u7684\u904d\u5386\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u6709\u6548\u5730\u8bbf\u95ee\u548c\u5904\u7406\u6570\u636e\uff0c\u7279\u522b\u662f\u5728\u9700\u8981\u8fdb\u884c\u641c\u7d22\u3001\u6392\u5e8f\u548c\u7ec4\u7ec7\u4fe1\u606f\u65f6\u3002<\/p>\n<p><strong>2. Python\u4e2d\u6709\u54ea\u4e9b\u5e38\u89c1\u7684\u6811\u904d\u5386\u65b9\u5f0f\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u5e38\u89c1\u7684\u6811\u904d\u5386\u65b9\u5f0f\u5305\u62ec\u6df1\u5ea6\u4f18\u5148\u904d\u5386\uff08DFS\uff09\u548c\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\uff08BFS\uff09\u3002\u6df1\u5ea6\u4f18\u5148\u904d\u5386\u5305\u62ec\u524d\u5e8f\u904d\u5386\u3001\u4e2d\u5e8f\u904d\u5386\u548c\u540e\u5e8f\u904d\u5386\uff0c\u800c\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\u5219\u662f\u9010\u5c42\u8bbf\u95ee\u6811\u7684\u8282\u70b9\u3002\u6bcf\u79cd\u904d\u5386\u65b9\u5f0f\u90fd\u6709\u5176\u7279\u5b9a\u7684\u5e94\u7528\u573a\u666f\u548c\u4f18\u7f3a\u70b9\uff0c\u9009\u62e9\u5408\u9002\u7684\u904d\u5386\u65b9\u5f0f\u53ef\u4ee5\u63d0\u9ad8\u7b97\u6cd5\u7684\u6548\u7387\u3002<\/p>\n<p><strong>3. \u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0\u6811\u7684\u904d\u5386\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u6811\u7684\u904d\u5386\u901a\u5e38\u4f7f\u7528\u9012\u5f52\u6216\u961f\u5217\u6765\u5b9e\u73b0\u3002\u9012\u5f52\u65b9\u6cd5\u76f8\u5bf9\u7b80\u5355\uff0c\u53ef\u4ee5\u76f4\u89c2\u5730\u8868\u8fbe\u904d\u5386\u903b\u8f91\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u524d\u5e8f\u904d\u5386\uff0c\u53ef\u4ee5\u5148\u8bbf\u95ee\u6839\u8282\u70b9\uff0c\u7136\u540e\u9012\u5f52\u8bbf\u95ee\u5de6\u5b50\u6811\u548c\u53f3\u5b50\u6811\u3002\u5bf9\u4e8e\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\uff0c\u53ef\u4ee5\u4f7f\u7528\u961f\u5217\u6765\u5b58\u50a8\u5f53\u524d\u8bbf\u95ee\u7684\u8282\u70b9\uff0c\u5e76\u9010\u5c42\u8bbf\u95ee\u3002\u901a\u8fc7\u793a\u4f8b\u4ee3\u7801\u53ef\u4ee5\u66f4\u597d\u5730\u7406\u89e3\u8fd9\u4e9b\u904d\u5386\u65b9\u6cd5\u7684\u5b9e\u73b0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u6811\u904d\u5386\u7684\u65b9\u6cd5\u6709\uff1a\u6df1\u5ea6\u4f18\u5148\u904d\u5386\uff08\u5305\u62ec\u524d\u5e8f\u904d\u5386\u3001\u4e2d\u5e8f\u904d\u5386\u3001\u540e\u5e8f\u904d\u5386\uff09\u3001\u5e7f\u5ea6\u4f18\u5148\u904d\u5386\uff08\u5c42\u5e8f\u904d\u5386\uff09\u3002\u6df1\u5ea6\u4f18 [&hellip;]","protected":false},"author":3,"featured_media":948681,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/948672"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=948672"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/948672\/revisions"}],"predecessor-version":[{"id":948683,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/948672\/revisions\/948683"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/948681"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=948672"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=948672"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=948672"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}