{"id":972616,"date":"2024-12-27T05:50:08","date_gmt":"2024-12-26T21:50:08","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/972616.html"},"modified":"2024-12-27T05:50:10","modified_gmt":"2024-12-26T21:50:10","slug":"python%e5%a6%82%e4%bd%95%e7%bb%9f%e8%ae%a1%e5%ad%97%e6%af%8d%e4%b8%aa%e6%95%b0","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/972616.html","title":{"rendered":"python\u5982\u4f55\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24195207\/66713f72-414f-4e7a-9fa5-52ecaafbd73e.webp\" alt=\"python\u5982\u4f55\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\" \/><\/p>\n<p><p> \u4e00\u3001\u5f00\u5934\u6bb5\u843d<\/p>\n<\/p>\n<p><p><strong>\u8981\u7edf\u8ba1Python\u4e2d\u5b57\u7b26\u4e32\u4e2d\u5b57\u6bcd\u7684\u4e2a\u6570\uff0c\u53ef\u4ee5\u4f7f\u7528\u5faa\u73af\u904d\u5386\u5b57\u7b26\u4e32\u3001\u4f7f\u7528\u5b57\u5178\u5b58\u50a8\u5b57\u6bcd\u9891\u7387\u3001\u5229\u7528Counter\u7c7b\u7b49\u65b9\u6cd5<\/strong>\u3002\u5176\u4e2d\uff0c\u4f7f\u7528Counter\u7c7b\u662f\u6700\u4e3a\u7b80\u4fbf\u548c\u9ad8\u6548\u7684\u65b9\u6cd5\uff0c\u56e0\u4e3a\u5b83\u662fPython\u5185\u7f6ecollections\u6a21\u5757\u7684\u4e00\u90e8\u5206\uff0c\u4e13\u95e8\u7528\u4e8e\u7edf\u8ba1\u53ef\u8fed\u4ee3\u5bf9\u8c61\u4e2d\u5143\u7d20\u7684\u9891\u7387\u3002Counter\u7c7b\u4e0d\u4ec5\u80fd\u5feb\u901f\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\uff0c\u8fd8\u53ef\u4ee5\u8fd4\u56de\u9891\u7387\u6700\u9ad8\u7684\u5b57\u6bcd\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\uff0c\u4f7f\u5f97\u7edf\u8ba1\u4efb\u52a1\u53d8\u5f97\u66f4\u52a0\u8f7b\u677e\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Counter\u7c7b\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\u3002<\/p>\n<\/p>\n<p><p>Counter\u7c7b\u662f\u4e00\u4e2a\u5b50\u7c7b\uff0c\u53ef\u4ee5\u7528\u6765\u5904\u7406\u6570\u636e\u7ed3\u6784\u3001\u7edf\u8ba1\u5143\u7d20\u4e2a\u6570\u3002\u5b83\u63a5\u53d7\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61\u4f5c\u4e3a\u8f93\u5165\u53c2\u6570\uff0c\u5e76\u8fd4\u56de\u4e00\u4e2a\u5b57\u5178\uff0c\u5b57\u5178\u7684\u952e\u662f\u5143\u7d20\uff0c\u503c\u662f\u5143\u7d20\u51fa\u73b0\u7684\u6b21\u6570\u3002\u4f7f\u7528Counter\u7c7b\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\u7684\u57fa\u672c\u6b65\u9aa4\u662f\uff1a\u9996\u5148\u5bfc\u5165collections\u6a21\u5757\uff0c\u7136\u540e\u521b\u5efaCounter\u5bf9\u8c61\uff0c\u5c06\u5b57\u7b26\u4e32\u4f20\u5165\u5176\u4e2d\u3002\u6700\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbf\u95eeCounter\u5bf9\u8c61\u6765\u83b7\u53d6\u6bcf\u4e2a\u5b57\u6bcd\u7684\u9891\u7387\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u4f7f\u7528\u5faa\u73af\u904d\u5386\u5b57\u7b26\u4e32\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570<\/p>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u5faa\u73af\u904d\u5386\u5b57\u7b26\u4e32\u662f\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\u7684\u57fa\u7840\u65b9\u6cd5\u4e4b\u4e00\u3002\u8fd9\u79cd\u65b9\u6cd5\u7684\u6838\u5fc3\u601d\u60f3\u662f\u904d\u5386\u5b57\u7b26\u4e32\u4e2d\u7684\u6bcf\u4e2a\u5b57\u7b26\uff0c\u5e76\u5224\u65ad\u8be5\u5b57\u7b26\u662f\u5426\u4e3a\u5b57\u6bcd\u3002\u82e5\u662f\u5b57\u6bcd\uff0c\u5219\u5728\u5b57\u5178\u4e2d\u8bb0\u5f55\u6216\u66f4\u65b0\u5176\u51fa\u73b0\u7684\u6b21\u6570\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u904d\u5386\u5b57\u7b26\u4e32<\/strong><\/li>\n<\/ol>\n<p><p>\u904d\u5386\u5b57\u7b26\u4e32\u662f\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\u7684\u7b2c\u4e00\u6b65\u3002\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528for\u5faa\u73af\u76f4\u63a5\u904d\u5386\u5b57\u7b26\u4e32\u3002\u6bcf\u6b21\u5faa\u73af\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u83b7\u53d6\u5b57\u7b26\u4e32\u7684\u4e00\u4e2a\u5b57\u7b26\uff0c\u5e76\u5bf9\u5176\u8fdb\u884c\u5224\u65ad\u548c\u5904\u7406\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">text = &quot;Hello, World!&quot;<\/p>\n<p>for char in text:<\/p>\n<p>    print(char)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u5224\u65ad\u5b57\u6bcd<\/strong><\/li>\n<\/ol>\n<p><p>\u8981\u5224\u65ad\u4e00\u4e2a\u5b57\u7b26\u662f\u5426\u4e3a\u5b57\u6bcd\uff0c\u53ef\u4ee5\u4f7f\u7528\u5b57\u7b26\u4e32\u7684isalpha()\u65b9\u6cd5\u3002\u8be5\u65b9\u6cd5\u8fd4\u56de\u4e00\u4e2a\u5e03\u5c14\u503c\uff0c\u8868\u793a\u5b57\u7b26\u662f\u5426\u4e3a\u5b57\u6bcd\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">char = &#39;H&#39;<\/p>\n<p>if char.isalpha():<\/p>\n<p>    print(f&quot;{char} is a letter.&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li><strong>\u4f7f\u7528\u5b57\u5178\u8bb0\u5f55\u9891\u7387<\/strong><\/li>\n<\/ol>\n<p><p>\u4f7f\u7528\u5b57\u5178\u6765\u8bb0\u5f55\u6bcf\u4e2a\u5b57\u6bcd\u7684\u9891\u7387\u662f\u904d\u5386\u5b57\u7b26\u4e32\u65f6\u5e38\u7528\u7684\u6280\u672f\u3002\u5728\u9047\u5230\u4e00\u4e2a\u5b57\u6bcd\u65f6\uff0c\u68c0\u67e5\u5b83\u662f\u5426\u5df2\u7ecf\u5728\u5b57\u5178\u4e2d\uff0c\u5982\u679c\u5728\uff0c\u5219\u5c06\u5176\u5bf9\u5e94\u7684\u503c\u52a01\uff1b\u5982\u679c\u4e0d\u5728\uff0c\u5219\u5c06\u5176\u6dfb\u52a0\u5230\u5b57\u5178\u4e2d\uff0c\u5e76\u5c06\u5176\u503c\u8bbe\u4e3a1\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">text = &quot;Hello, World!&quot;<\/p>\n<p>letter_count = {}<\/p>\n<p>for char in text:<\/p>\n<p>    if char.isalpha():<\/p>\n<p>        char = char.lower()<\/p>\n<p>        if char in letter_count:<\/p>\n<p>            letter_count[char] += 1<\/p>\n<p>        else:<\/p>\n<p>            letter_count[char] = 1<\/p>\n<p>print(letter_count)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e09\u3001\u5229\u7528Counter\u7c7b\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570<\/p>\n<\/p>\n<p><p>Counter\u7c7b\u662fPython\u4e2d\u4e13\u95e8\u7528\u4e8e\u7edf\u8ba1\u5143\u7d20\u9891\u7387\u7684\u7c7b\uff0c\u4f7f\u7528\u5b83\u53ef\u4ee5\u7b80\u5316\u5b57\u6bcd\u4e2a\u6570\u7edf\u8ba1\u7684\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u5bfc\u5165collections\u6a21\u5757<\/strong><\/li>\n<\/ol>\n<p><p>\u9996\u5148\uff0c\u9700\u8981\u5bfc\u5165collections\u6a21\u5757\u4e2d\u7684Counter\u7c7b\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from collections import Counter<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u521b\u5efaCounter\u5bf9\u8c61<\/strong><\/li>\n<\/ol>\n<p><p>\u521b\u5efaCounter\u5bf9\u8c61\u65f6\uff0c\u5c06\u5b57\u7b26\u4e32\u4f20\u5165Counter\u7c7b\u7684\u6784\u9020\u51fd\u6570\u4e2d\u5373\u53ef\u3002Counter\u4f1a\u81ea\u52a8\u7edf\u8ba1\u6bcf\u4e2a\u5b57\u7b26\u7684\u9891\u7387\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">text = &quot;Hello, World!&quot;<\/p>\n<p>counter = Counter(text)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li><strong>\u83b7\u53d6\u5b57\u6bcd\u9891\u7387<\/strong><\/li>\n<\/ol>\n<p><p>Counter\u5bf9\u8c61\u7684\u7ed3\u679c\u662f\u4e00\u4e2a\u5b57\u5178\uff0c\u952e\u4e3a\u5b57\u7b26\u4e32\u4e2d\u7684\u5b57\u7b26\uff0c\u503c\u4e3a\u5b57\u7b26\u7684\u51fa\u73b0\u9891\u7387\u3002\u53ef\u4ee5\u901a\u8fc7\u904d\u5386Counter\u5bf9\u8c61\u6765\u83b7\u53d6\u5b57\u6bcd\u7684\u9891\u7387\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">letter_count = Counter(text)<\/p>\n<p>for char, count in letter_count.items():<\/p>\n<p>    if char.isalpha():<\/p>\n<p>        print(f&quot;{char}: {count}&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u56db\u3001\u5176\u4ed6\u65b9\u6cd5\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570<\/p>\n<\/p>\n<p><p>\u9664\u4e86\u5faa\u73af\u904d\u5386\u5b57\u7b26\u4e32\u548c\u4f7f\u7528Counter\u7c7b\u4ee5\u5916\uff0c\u8fd8\u6709\u5176\u4ed6\u4e00\u4e9b\u65b9\u6cd5\u53ef\u4ee5\u7528\u6765\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f<\/strong><\/li>\n<\/ol>\n<p><p>\u6b63\u5219\u8868\u8fbe\u5f0f\u662f\u5904\u7406\u5b57\u7b26\u4e32\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u53ef\u4ee5\u7528\u6765\u5339\u914d\u548c\u63d0\u53d6\u5b57\u6bcd\u3002\u901a\u8fc7re\u6a21\u5757\u4e2d\u7684findall()\u65b9\u6cd5\uff0c\u53ef\u4ee5\u627e\u5230\u5b57\u7b26\u4e32\u4e2d\u7684\u6240\u6709\u5b57\u6bcd\uff0c\u5e76\u8ba1\u7b97\u5176\u6570\u91cf\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import re<\/p>\n<p>text = &quot;Hello, World!&quot;<\/p>\n<p>letters = re.findall(r&#39;[a-zA-Z]&#39;, text)<\/p>\n<p>letter_count = len(letters)<\/p>\n<p>print(letter_count)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u4f7f\u7528collections.defaultdict<\/strong><\/li>\n<\/ol>\n<p><p>defaultdict\u662fcollections\u6a21\u5757\u4e2d\u7684\u4e00\u79cd\u5b57\u5178\u7c7b\u578b\uff0c\u5b83\u53ef\u4ee5\u4e3a\u5b57\u5178\u4e2d\u7684\u6bcf\u4e2a\u952e\u63d0\u4f9b\u4e00\u4e2a\u9ed8\u8ba4\u503c\u3002\u4f7f\u7528defaultdict\u6765\u7edf\u8ba1\u5b57\u6bcd\u9891\u7387\uff0c\u53ef\u4ee5\u907f\u514d\u5728\u66f4\u65b0\u5b57\u6bcd\u9891\u7387\u65f6\u68c0\u67e5\u5b57\u6bcd\u662f\u5426\u5df2\u7ecf\u5728\u5b57\u5178\u4e2d\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from collections import defaultdict<\/p>\n<p>text = &quot;Hello, World!&quot;<\/p>\n<p>letter_count = defaultdict(int)<\/p>\n<p>for char in text:<\/p>\n<p>    if char.isalpha():<\/p>\n<p>        letter_count[char.lower()] += 1<\/p>\n<p>print(letter_count)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e94\u3001\u603b\u7ed3\u4e0e\u4f18\u5316\u5efa\u8bae<\/p>\n<\/p>\n<p><p>\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\u662fPython\u4e2d\u5e38\u89c1\u7684\u4efb\u52a1\u4e4b\u4e00\uff0c\u4e86\u89e3\u591a\u79cd\u65b9\u6cd5\u6709\u52a9\u4e8e\u7f16\u5199\u9ad8\u6548\u548c\u7b80\u6d01\u7684\u4ee3\u7801\u3002\u5728\u9009\u62e9\u5177\u4f53\u65b9\u6cd5\u65f6\uff0c\u5e94\u6839\u636e\u4efb\u52a1\u7684\u590d\u6742\u6027\u548c\u9700\u8981\u5904\u7406\u7684\u6570\u636e\u91cf\u8fdb\u884c\u9009\u62e9\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5<\/strong><\/li>\n<\/ol>\n<p><p>\u5bf9\u4e8e\u7b80\u5355\u7684\u4efb\u52a1\uff0c\u4f7f\u7528\u5faa\u73af\u904d\u5386\u5b57\u7b26\u4e32\u548c\u5b57\u5178\u5373\u53ef\u6ee1\u8db3\u9700\u6c42\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u4efb\u52a1\u6216\u9700\u8981\u5904\u7406\u5927\u91cf\u6570\u636e\u65f6\uff0cCounter\u7c7b\u7531\u4e8e\u5176\u5185\u7f6e\u4f18\u5316\uff0c\u5f80\u5f80\u662f\u66f4\u597d\u7684\u9009\u62e9\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u6ce8\u610f\u5927\u5c0f\u5199<\/strong><\/li>\n<\/ol>\n<p><p>\u5728\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\u65f6\uff0c\u901a\u5e38\u9700\u8981\u5ffd\u7565\u5b57\u6bcd\u7684\u5927\u5c0f\u5199\u3002\u8fd9\u610f\u5473\u7740\u5728\u5904\u7406\u6bcf\u4e2a\u5b57\u6bcd\u65f6\uff0c\u5e94\u5c06\u5176\u8f6c\u6362\u4e3a\u5c0f\u5199\u6216\u5927\u5199\uff0c\u4ee5\u786e\u4fdd\u5b57\u6bcd\u9891\u7387\u7684\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li><strong>\u4f18\u5316\u6027\u80fd<\/strong><\/li>\n<\/ol>\n<p><p>\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u65f6\uff0c\u5e94\u5c3d\u91cf\u9009\u62e9\u6027\u80fd\u66f4\u4f18\u7684\u65b9\u6cd5\u3002\u4f8b\u5982\uff0cCounter\u7c7b\u7684\u5b9e\u73b0\u91c7\u7528\u4e86C\u8bed\u8a00\u4f18\u5316\uff0c\u80fd\u63d0\u4f9b\u66f4\u9ad8\u7684\u6027\u80fd\u3002\u6b64\u5916\uff0c\u5408\u7406\u4f7f\u7528\u5b57\u5178\u548cset\u7b49\u6570\u636e\u7ed3\u6784\uff0c\u4e5f\u80fd\u63d0\u9ad8\u4ee3\u7801\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<ol start=\"4\">\n<li><strong>\u4ee3\u7801\u53ef\u8bfb\u6027<\/strong><\/li>\n<\/ol>\n<p><p>\u867d\u7136\u6027\u80fd\u5f88\u91cd\u8981\uff0c\u4f46\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u540c\u6837\u4e0d\u53ef\u5ffd\u89c6\u3002\u5e94\u5c3d\u91cf\u7f16\u5199\u7b80\u5355\u6613\u61c2\u7684\u4ee3\u7801\uff0c\u5e76\u6dfb\u52a0\u5fc5\u8981\u7684\u6ce8\u91ca\uff0c\u4ee5\u4fbf\u4ed6\u4eba\u7406\u89e3\u548c\u7ef4\u62a4\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u7edf\u8ba1\u5b57\u7b26\u4e32\u4e2d\u5404\u4e2a\u5b57\u6bcd\u7684\u51fa\u73b0\u6b21\u6570\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528Python\u4e2d\u7684\u5b57\u5178\u6765\u7edf\u8ba1\u5b57\u7b26\u4e32\u4e2d\u6bcf\u4e2a\u5b57\u6bcd\u7684\u51fa\u73b0\u6b21\u6570\u3002\u9996\u5148\uff0c\u521d\u59cb\u5316\u4e00\u4e2a\u7a7a\u5b57\u5178\uff0c\u7136\u540e\u904d\u5386\u5b57\u7b26\u4e32\u4e2d\u7684\u6bcf\u4e2a\u5b57\u7b26\uff0c\u5982\u679c\u5b57\u7b26\u662f\u5b57\u6bcd\uff0c\u5219\u5728\u5b57\u5178\u4e2d\u66f4\u65b0\u5176\u8ba1\u6570\u3002\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-python\">def count_letters(s):\n    letter_count = {}\n    for char in s:\n        if char.isalpha():  # \u68c0\u67e5\u5b57\u7b26\u662f\u5426\u4e3a\u5b57\u6bcd\n            char = char.lower()  # \u8f6c\u6362\u4e3a\u5c0f\u5199\u4ee5\u907f\u514d\u91cd\u590d\n            letter_count[char] = letter_count.get(char, 0) + 1\n    return letter_count\n\nstring = &quot;Hello World&quot;\nprint(count_letters(string))\n<\/code><\/pre>\n<p><strong>\u662f\u5426\u53ef\u4ee5\u4f7f\u7528Python\u4e2d\u7684\u5185\u7f6e\u6a21\u5757\u6765\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\uff1f<\/strong><br \/>\u5f53\u7136\u53ef\u4ee5\u3002Python\u7684<code>collections<\/code>\u6a21\u5757\u4e2d\u7684<code>Counter<\/code>\u7c7b\u80fd\u591f\u5feb\u901f\u7edf\u8ba1\u5b57\u7b26\u4e32\u4e2d\u5404\u4e2a\u5b57\u7b26\u7684\u51fa\u73b0\u9891\u7387\u3002\u53ea\u9700\u7b80\u5355\u5730\u5bfc\u5165Counter\u7c7b\uff0c\u5e76\u5c06\u5b57\u7b26\u4e32\u4f20\u9012\u7ed9\u5b83\uff0c\u5373\u53ef\u83b7\u5f97\u5b57\u6bcd\u7684\u7edf\u8ba1\u7ed3\u679c\u3002\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-python\">from collections import Counter\n\nstring = &quot;Hello World&quot;\nletter_count = Counter(c.lower() for c in string if c.isalpha())\nprint(letter_count)\n<\/code><\/pre>\n<p><strong>\u5728\u7edf\u8ba1\u5b57\u6bcd\u4e2a\u6570\u65f6\uff0c\u5982\u4f55\u5904\u7406\u5927\u5c0f\u5199\u548c\u7279\u6b8a\u5b57\u7b26\uff1f<\/strong><br \/>\u5728\u8fdb\u884c\u5b57\u6bcd\u7edf\u8ba1\u65f6\uff0c\u53ef\u4ee5\u9009\u62e9\u5c06\u6240\u6709\u5b57\u6bcd\u8f6c\u6362\u4e3a\u7edf\u4e00\u7684\u5927\u5c0f\u5199\u5f62\u5f0f\uff08\u5982\u5c0f\u5199\uff09\uff0c\u4ee5\u907f\u514d\u5927\u5199\u5b57\u6bcd\u548c\u5c0f\u5199\u5b57\u6bcd\u88ab\u89c6\u4e3a\u4e0d\u540c\u5b57\u7b26\u3002\u6b64\u5916\uff0c\u53ef\u4ee5\u901a\u8fc7\u6761\u4ef6\u8bed\u53e5\u8fc7\u6ee4\u6389\u975e\u5b57\u6bcd\u5b57\u7b26\uff0c\u4ece\u800c\u786e\u4fdd\u7edf\u8ba1\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002\u4ee5\u4e0a\u63d0\u5230\u7684\u4ee3\u7801\u793a\u4f8b\u5747\u5df2\u8003\u8651\u8fd9\u4e9b\u56e0\u7d20\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u4e00\u3001\u5f00\u5934\u6bb5\u843d \u8981\u7edf\u8ba1Python\u4e2d\u5b57\u7b26\u4e32\u4e2d\u5b57\u6bcd\u7684\u4e2a\u6570\uff0c\u53ef\u4ee5\u4f7f\u7528\u5faa\u73af\u904d\u5386\u5b57\u7b26\u4e32\u3001\u4f7f\u7528\u5b57\u5178\u5b58\u50a8\u5b57\u6bcd\u9891\u7387\u3001\u5229\u7528Cou [&hellip;]","protected":false},"author":3,"featured_media":972625,"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\/972616"}],"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=972616"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/972616\/revisions"}],"predecessor-version":[{"id":972627,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/972616\/revisions\/972627"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/972625"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=972616"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=972616"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=972616"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}