{"id":1120514,"date":"2025-01-08T18:57:18","date_gmt":"2025-01-08T10:57:18","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1120514.html"},"modified":"2025-01-08T18:57:21","modified_gmt":"2025-01-08T10:57:21","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e7%bb%9f%e8%ae%a1%e6%96%87%e4%bb%b6%e5%87%ba%e7%8e%b0%e7%9a%84%e5%8d%95%e8%af%8d%e6%ac%a1%e6%95%b0","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1120514.html","title":{"rendered":"\u5982\u4f55\u7528python\u7edf\u8ba1\u6587\u4ef6\u51fa\u73b0\u7684\u5355\u8bcd\u6b21\u6570"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25083147\/bba7e9b5-b864-47b6-8133-5a5b6f8675b2.webp\" alt=\"\u5982\u4f55\u7528python\u7edf\u8ba1\u6587\u4ef6\u51fa\u73b0\u7684\u5355\u8bcd\u6b21\u6570\" \/><\/p>\n<p><p> <strong>\u5728Python\u4e2d\u7edf\u8ba1\u6587\u4ef6\u4e2d\u51fa\u73b0\u7684\u5355\u8bcd\u6b21\u6570<\/strong>\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\u6765\u5b9e\u73b0\uff1a<strong>\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\u3001\u5206\u5272\u5355\u8bcd\u3001\u4f7f\u7528\u5b57\u5178\u5b58\u50a8\u5355\u8bcd\u53ca\u5176\u51fa\u73b0\u6b21\u6570\u3001\u4f7f\u7528Python\u5e93\u8fdb\u884c\u4f18\u5316<\/strong>\u3002\u5176\u4e2d\uff0c<strong>\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9<\/strong>\u662f\u6700\u4e3a\u5173\u952e\u7684\u4e00\u6b65\uff0c\u56e0\u4e3a\u6587\u4ef6\u5185\u5bb9\u76f4\u63a5\u51b3\u5b9a\u4e86\u540e\u7eed\u5904\u7406\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e00\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9<\/h3>\n<\/p>\n<p><p>\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\u662f\u7edf\u8ba1\u5355\u8bcd\u6b21\u6570\u7684\u7b2c\u4e00\u6b65\u3002Python\u5185\u7f6e\u7684\u6587\u4ef6\u5904\u7406\u51fd\u6570\u975e\u5e38\u5f3a\u5927\uff0c\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u4ee3\u7801\u8bfb\u53d6\u6587\u4ef6\u7684\u5168\u90e8\u5185\u5bb9\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u57fa\u672c\u7684\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def read_file(file_path):<\/p>\n<p>    with open(file_path, &#39;r&#39;, encoding=&#39;utf-8&#39;) as file:<\/p>\n<p>        return file.read()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d\uff0c<code>open()<\/code>\u51fd\u6570\u6253\u5f00\u6587\u4ef6\u5e76\u8fd4\u56de\u4e00\u4e2a\u6587\u4ef6\u5bf9\u8c61\uff0c<code>read()<\/code>\u65b9\u6cd5\u5219\u8bfb\u53d6\u6587\u4ef6\u7684\u5168\u90e8\u5185\u5bb9\u3002<code>with<\/code>\u8bed\u53e5\u786e\u4fdd\u6587\u4ef6\u5728\u4f7f\u7528\u5b8c\u6bd5\u540e\u81ea\u52a8\u5173\u95ed\uff0c\u4ece\u800c\u907f\u514d\u8d44\u6e90\u6cc4\u9732\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u5206\u5272\u5355\u8bcd<\/h3>\n<\/p>\n<p><p>\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\u540e\uff0c\u9700\u8981\u5c06\u5185\u5bb9\u5206\u5272\u6210\u5355\u8bcd\u3002Python\u7684<code>split()<\/code>\u65b9\u6cd5\u53ef\u4ee5\u6309\u7a7a\u683c\u5206\u5272\u5b57\u7b26\u4e32\uff0c\u4f46\u8fd9\u5e76\u4e0d\u8db3\u4ee5\u5e94\u5bf9\u6240\u6709\u60c5\u51b5\uff08\u5982\u6807\u70b9\u7b26\u53f7\u3001\u6362\u884c\u7b26\u7b49\uff09\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u66f4\u7075\u6d3b\u5730\u5206\u5272\u5355\u8bcd\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import re<\/p>\n<p>def split_into_words(text):<\/p>\n<p>    # \u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u5206\u5272\u5355\u8bcd\uff0c\u5ffd\u7565\u6807\u70b9\u7b26\u53f7<\/p>\n<p>    words = re.findall(r&#39;\\b\\w+\\b&#39;, text.lower())<\/p>\n<p>    return words<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d\uff0c<code>re.findall()<\/code>\u51fd\u6570\u6839\u636e\u6b63\u5219\u8868\u8fbe\u5f0f\u6a21\u5f0f\u5339\u914d\u6240\u6709\u5355\u8bcd\uff0c<code>\\b\\w+\\b<\/code>\u8868\u793a\u5339\u914d\u5355\u8bcd\u8fb9\u754c\u5185\u7684\u4e00\u4e2a\u6216\u591a\u4e2a\u5b57\u6bcd\u6216\u6570\u5b57\uff0c<code>text.lower()<\/code>\u5c06\u6587\u672c\u8f6c\u6362\u4e3a\u5c0f\u5199\uff0c\u4ee5\u5b9e\u73b0\u5927\u5c0f\u5199\u4e0d\u654f\u611f\u7684\u7edf\u8ba1\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u5b57\u5178\u5b58\u50a8\u5355\u8bcd\u53ca\u5176\u51fa\u73b0\u6b21\u6570<\/h3>\n<\/p>\n<p><p>\u63a5\u4e0b\u6765\uff0c\u9700\u8981\u904d\u5386\u5206\u5272\u51fa\u7684\u5355\u8bcd\uff0c\u5e76\u4f7f\u7528\u5b57\u5178\u5b58\u50a8\u6bcf\u4e2a\u5355\u8bcd\u53ca\u5176\u51fa\u73b0\u6b21\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def count_words(words):<\/p>\n<p>    word_count = {}<\/p>\n<p>    for word in words:<\/p>\n<p>        if word in word_count:<\/p>\n<p>            word_count[word] += 1<\/p>\n<p>        else:<\/p>\n<p>            word_count[word] = 1<\/p>\n<p>    return word_count<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d\uff0c<code>word_count<\/code>\u5b57\u5178\u5b58\u50a8\u5355\u8bcd\u53ca\u5176\u51fa\u73b0\u6b21\u6570\uff0c\u904d\u5386\u5355\u8bcd\u5217\u8868\u65f6\uff0c\u5982\u679c\u5355\u8bcd\u5df2\u5b58\u5728\u4e8e\u5b57\u5178\u4e2d\uff0c\u5219\u5176\u8ba1\u6570\u52a01\uff1b\u5426\u5219\uff0c\u5c06\u8be5\u5355\u8bcd\u6dfb\u52a0\u5230\u5b57\u5178\u4e2d\uff0c\u5e76\u5c06\u8ba1\u6570\u521d\u59cb\u5316\u4e3a1\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u4f7f\u7528Python\u5e93\u8fdb\u884c\u4f18\u5316<\/h3>\n<\/p>\n<p><p>\u867d\u7136\u4e0a\u8ff0\u65b9\u6cd5\u53ef\u4ee5\u5b9e\u73b0\u57fa\u672c\u7684\u5355\u8bcd\u8ba1\u6570\uff0c\u4f46\u5bf9\u4e8e\u5927\u6587\u4ef6\u6216\u590d\u6742\u6587\u672c\uff0c\u53ef\u80fd\u9700\u8981\u66f4\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002Python\u7684<code>collections<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u4e00\u4e2a\u540d\u4e3a<code>Counter<\/code>\u7684\u7c7b\uff0c\u53ef\u4ee5\u66f4\u7b80\u6d01\u5730\u5b9e\u73b0\u5355\u8bcd\u8ba1\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from collections import Counter<\/p>\n<p>def count_words_optimized(words):<\/p>\n<p>    return Counter(words)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><code>Counter<\/code>\u7c7b\u662f<code>dict<\/code>\u7684\u5b50\u7c7b\uff0c\u63d0\u4f9b\u4e86\u8ba1\u6570\u5668\u529f\u80fd\uff0c\u53ef\u4ee5\u8f7b\u677e\u7edf\u8ba1\u53ef\u54c8\u5e0c\u5bf9\u8c61\u7684\u9891\u7387\u3002\u6b64\u5916\uff0c<code>Counter<\/code>\u7c7b\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5b9e\u7528\u7684\u65b9\u6cd5\uff0c\u5982<code>most_common()<\/code>\u53ef\u4ee5\u8fd4\u56de\u51fa\u73b0\u9891\u7387\u6700\u9ad8\u7684\u5355\u8bcd\u53ca\u5176\u8ba1\u6570\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u5b8c\u6574\u5b9e\u73b0<\/h3>\n<\/p>\n<p><p>\u5c06\u4e0a\u8ff0\u5404\u4e2a\u6b65\u9aa4\u6574\u5408\u8d77\u6765\uff0c\u53ef\u4ee5\u5f97\u5230\u4e00\u4e2a\u5b8c\u6574\u7684\u7edf\u8ba1\u5355\u8bcd\u6b21\u6570\u7684Python\u7a0b\u5e8f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import re<\/p>\n<p>from collections import Counter<\/p>\n<p>def read_file(file_path):<\/p>\n<p>    with open(file_path, &#39;r&#39;, encoding=&#39;utf-8&#39;) as file:<\/p>\n<p>        return file.read()<\/p>\n<p>def split_into_words(text):<\/p>\n<p>    words = re.findall(r&#39;\\b\\w+\\b&#39;, text.lower())<\/p>\n<p>    return words<\/p>\n<p>def count_words(words):<\/p>\n<p>    return Counter(words)<\/p>\n<p>def m<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>n(file_path):<\/p>\n<p>    text = read_file(file_path)<\/p>\n<p>    words = split_into_words(text)<\/p>\n<p>    word_count = count_words(words)<\/p>\n<p>    return word_count<\/p>\n<p>if __name__ == &quot;__main__&quot;:<\/p>\n<p>    file_path = &#39;path\/to\/your\/file.txt&#39;<\/p>\n<p>    word_count = main(file_path)<\/p>\n<p>    for word, count in word_count.items():<\/p>\n<p>        print(f&#39;{word}: {count}&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516d\u3001\u5904\u7406\u8fb9\u754c\u60c5\u51b5<\/h3>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u8fd8\u9700\u8981\u8003\u8651\u4e00\u4e9b\u8fb9\u754c\u60c5\u51b5\uff0c\u5982\u7a7a\u6587\u4ef6\u3001\u6587\u4ef6\u7f16\u7801\u95ee\u9898\u7b49\u3002\u53ef\u4ee5\u901a\u8fc7\u6dfb\u52a0\u5f02\u5e38\u5904\u7406\u673a\u5236\u6765\u589e\u5f3a\u7a0b\u5e8f\u7684\u9c81\u68d2\u6027\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def read_file(file_path):<\/p>\n<p>    try:<\/p>\n<p>        with open(file_path, &#39;r&#39;, encoding=&#39;utf-8&#39;) as file:<\/p>\n<p>            return file.read()<\/p>\n<p>    except FileNotFoundError:<\/p>\n<p>        print(f&quot;Error: File &#39;{file_path}&#39; not found.&quot;)<\/p>\n<p>        return &quot;&quot;<\/p>\n<p>    except UnicodeDecodeError:<\/p>\n<p>        print(f&quot;Error: Could not decode file &#39;{file_path}&#39;.&quot;)<\/p>\n<p>        return &quot;&quot;<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e03\u3001\u6027\u80fd\u4f18\u5316<\/h3>\n<\/p>\n<p><p>\u5bf9\u4e8e\u975e\u5e38\u5927\u7684\u6587\u4ef6\uff0c\u53ef\u4ee5\u4f7f\u7528\u9010\u884c\u8bfb\u53d6\u548c\u751f\u6210\u5668\u6765\u4f18\u5316\u5185\u5b58\u4f7f\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u9010\u884c\u8bfb\u53d6\u5e76\u7edf\u8ba1\u5355\u8bcd\u6b21\u6570\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def read_file_by_line(file_path):<\/p>\n<p>    with open(file_path, &#39;r&#39;, encoding=&#39;utf-8&#39;) as file:<\/p>\n<p>        for line in file:<\/p>\n<p>            yield line<\/p>\n<p>def main_optimized(file_path):<\/p>\n<p>    word_count = Counter()<\/p>\n<p>    for line in read_file_by_line(file_path):<\/p>\n<p>        words = split_into_words(line)<\/p>\n<p>        word_count.update(words)<\/p>\n<p>    return word_count<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516b\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u53ef\u4ee5\u5b9e\u73b0\u4e00\u4e2a\u9ad8\u6548\u3001\u5065\u58ee\u7684Python\u7a0b\u5e8f\u6765\u7edf\u8ba1\u6587\u4ef6\u4e2d\u7684\u5355\u8bcd\u6b21\u6570\u3002\u5173\u952e\u6b65\u9aa4\u5305\u62ec<strong>\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\u3001\u5206\u5272\u5355\u8bcd\u3001\u4f7f\u7528\u5b57\u5178\u5b58\u50a8\u5355\u8bcd\u53ca\u5176\u51fa\u73b0\u6b21\u6570\u3001\u4f7f\u7528Python\u5e93\u8fdb\u884c\u4f18\u5316<\/strong>\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u8fd8\u9700\u8003\u8651\u8fb9\u754c\u60c5\u51b5\u548c\u6027\u80fd\u4f18\u5316\uff0c\u4ee5\u786e\u4fdd\u7a0b\u5e8f\u5728\u5404\u79cd\u573a\u666f\u4e0b\u90fd\u80fd\u6b63\u5e38\u8fd0\u884c\u3002<\/p>\n<\/p>\n<p><p>\u7edf\u8ba1\u5355\u8bcd\u6b21\u6570\u662f\u6587\u672c\u5904\u7406\u4e2d\u7684\u57fa\u672c\u4efb\u52a1\u4e4b\u4e00\uff0c\u901a\u8fc7\u638c\u63e1\u8fd9\u4e00\u6280\u80fd\uff0c\u53ef\u4ee5\u4e3a\u66f4\u590d\u6742\u7684\u6587\u672c\u5206\u6790\u5960\u5b9a\u57fa\u7840\uff0c\u5982\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u6587\u672c\u5206\u7c7b\u7b49\u3002\u5e0c\u671b\u672c\u6587\u7684\u4ecb\u7ecd\u80fd\u5bf9\u4f60\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\u5e76\u7edf\u8ba1\u5355\u8bcd\u6b21\u6570\uff1f<\/strong><br \/>\u8981\u7edf\u8ba1\u6587\u4ef6\u4e2d\u5355\u8bcd\u7684\u51fa\u73b0\u6b21\u6570\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Python\u7684\u5185\u7f6e\u6587\u4ef6\u64cd\u4f5c\u65b9\u6cd5\u3002\u9996\u5148\uff0c\u6253\u5f00\u6587\u4ef6\u5e76\u8bfb\u53d6\u5176\u5185\u5bb9\uff0c\u7136\u540e\u4f7f\u7528\u5b57\u7b26\u4e32\u7684<code>split()<\/code>\u65b9\u6cd5\u5c06\u5185\u5bb9\u5206\u5272\u6210\u5355\u8bcd\u3002\u63a5\u7740\uff0c\u53ef\u4ee5\u5229\u7528<code>collections.Counter<\/code>\u7c7b\u6765\u7edf\u8ba1\u6bcf\u4e2a\u5355\u8bcd\u7684\u51fa\u73b0\u9891\u7387\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<pre><code class=\"language-python\">from collections import Counter\n\nwith open(&#39;yourfile.txt&#39;, &#39;r&#39;) as file:\n    text = file.read().lower()  # \u8f6c\u6362\u4e3a\u5c0f\u5199\u4ee5\u907f\u514d\u91cd\u590d\u8ba1\u6570\n    words = text.split()\n    word_count = Counter(words)\n\nprint(word_count)\n<\/code><\/pre>\n<p><strong>\u662f\u5426\u53ef\u4ee5\u5728\u7edf\u8ba1\u5355\u8bcd\u65f6\u5ffd\u7565\u67d0\u4e9b\u7279\u5b9a\u7684\u8bcd\uff1f<\/strong><br \/>\u5f53\u7136\u53ef\u4ee5\u3002\u5728\u7edf\u8ba1\u5355\u8bcd\u6b21\u6570\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5982\u679c\u60a8\u60f3\u5ffd\u7565\u67d0\u4e9b\u5e38\u89c1\u8bcd\u6c47\uff08\u4f8b\u5982\u201c\u7684\u201d\u3001\u201c\u662f\u201d\u3001\u201c\u5728\u201d\u7b49\uff09\uff0c\u53ef\u4ee5\u5728\u7edf\u8ba1\u4e4b\u524d\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u8fd9\u4e9b\u8bcd\u7684\u5217\u8868\uff0c\u5e76\u5728\u5904\u7406\u5355\u8bcd\u65f6\u5c06\u5176\u6392\u9664\u3002\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-python\">stop_words = [&#39;\u7684&#39;, &#39;\u662f&#39;, &#39;\u5728&#39;]  # \u81ea\u5b9a\u4e49\u5ffd\u7565\u7684\u8bcd\nfiltered_words = [word for word in words if word not in stop_words]\nword_count = Counter(filtered_words)\n<\/code><\/pre>\n<p><strong>\u5982\u4f55\u5c06\u7edf\u8ba1\u7ed3\u679c\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d\uff1f<\/strong><br \/>\u5b8c\u6210\u5355\u8bcd\u7edf\u8ba1\u540e\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u4e00\u4e2a\u65b0\u6587\u4ef6\u4e2d\u3002\u53ef\u4ee5\u4f7f\u7528Python\u7684\u6587\u4ef6\u5199\u5165\u529f\u80fd\uff0c\u5c06<code>Counter<\/code>\u5bf9\u8c61\u4e2d\u7684\u6570\u636e\u5199\u5165\u6587\u672c\u6587\u4ef6\u3002\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-python\">with open(&#39;word_count.txt&#39;, &#39;w&#39;) as output_file:\n    for word, count in word_count.items():\n        output_file.write(f&quot;{word}: {count}\\n&quot;)\n<\/code><\/pre>\n<p>\u8fd9\u79cd\u65b9\u5f0f\u80fd\u591f\u5e2e\u52a9\u60a8\u6709\u6548\u5730\u8bb0\u5f55\u548c\u5206\u6790\u6587\u4ef6\u4e2d\u7684\u5355\u8bcd\u4f7f\u7528\u60c5\u51b5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u7edf\u8ba1\u6587\u4ef6\u4e2d\u51fa\u73b0\u7684\u5355\u8bcd\u6b21\u6570\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\u6765\u5b9e\u73b0\uff1a\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\u3001\u5206\u5272\u5355\u8bcd\u3001\u4f7f\u7528\u5b57\u5178\u5b58\u50a8\u5355 [&hellip;]","protected":false},"author":3,"featured_media":1120517,"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\/1120514"}],"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=1120514"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1120514\/revisions"}],"predecessor-version":[{"id":1120518,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1120514\/revisions\/1120518"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1120517"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1120514"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1120514"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1120514"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}