{"id":1126263,"date":"2025-01-08T19:59:26","date_gmt":"2025-01-08T11:59:26","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1126263.html"},"modified":"2025-01-08T19:59:29","modified_gmt":"2025-01-08T11:59:29","slug":"python%e5%a6%82%e4%bd%95%e7%bb%9f%e8%ae%a1%e5%a4%9a%e7%94%a8%e6%88%b7%e8%be%93%e5%85%a5%e4%b8%8d%e5%90%8c%e7%9a%84%e5%80%bc","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1126263.html","title":{"rendered":"python\u5982\u4f55\u7edf\u8ba1\u591a\u7528\u6237\u8f93\u5165\u4e0d\u540c\u7684\u503c"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25090636\/50dac92c-f513-42e9-8ca3-f39d52ba9787.webp\" alt=\"python\u5982\u4f55\u7edf\u8ba1\u591a\u7528\u6237\u8f93\u5165\u4e0d\u540c\u7684\u503c\" \/><\/p>\n<p><p> <strong>Python\u7edf\u8ba1\u591a\u7528\u6237\u8f93\u5165\u4e0d\u540c\u503c\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u5b57\u5178\u7edf\u8ba1\u3001\u4f7f\u7528Pandas\u6570\u636e\u6846\u3001\u4ee5\u53ca\u5229\u7528\u6570\u636e\u5e93\u8fdb\u884c\u5b58\u50a8\u548c\u67e5\u8be2\u3002<\/strong>\u5176\u4e2d\uff0c\u4f7f\u7528\u5b57\u5178\u7edf\u8ba1\u662f\u4e00\u79cd\u7b80\u5355\u800c\u9ad8\u6548\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u8f7b\u677e\u5904\u7406\u4e0d\u540c\u7528\u6237\u8f93\u5165\u7684\u503c\uff0c\u5e76\u8ba1\u7b97\u6bcf\u4e2a\u503c\u7684\u51fa\u73b0\u6b21\u6570\u3002<strong>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6784\u5efa\u4ea4\u4e92\u5f0f\u754c\u9762\u3001\u6536\u96c6\u7528\u6237\u8f93\u5165\u6570\u636e\uff0c\u5e76\u5b9e\u65f6\u66f4\u65b0\u7edf\u8ba1\u7ed3\u679c<\/strong>\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u51e0\u79cd\u5e38\u7528\u7684\u7edf\u8ba1\u65b9\u6cd5\u53ca\u5176\u5b9e\u73b0\u6b65\u9aa4\u3002<\/p>\n<\/p>\n<p><h2>\u4e00\u3001\u4f7f\u7528\u5b57\u5178\u8fdb\u884c\u7edf\u8ba1<\/h2>\n<\/p>\n<p><p>\u5b57\u5178\u662fPython\u4e2d\u975e\u5e38\u5e38\u7528\u7684\u6570\u636e\u7ed3\u6784\uff0c\u9002\u5408\u7528\u4e8e\u7edf\u8ba1\u548c\u8ba1\u6570\u64cd\u4f5c\u3002\u5b57\u5178\u7684\u952e\u53ef\u4ee5\u662f\u7528\u6237\u8f93\u5165\u7684\u503c\uff0c\u503c\u5219\u662f\u8fd9\u4e9b\u8f93\u5165\u503c\u51fa\u73b0\u7684\u6b21\u6570\u3002<\/p>\n<\/p>\n<p><h3>1. \u57fa\u672c\u6982\u5ff5<\/h3>\n<\/p>\n<p><p>\u5b57\u5178\u662f\u4e00\u79cd\u952e\u503c\u5bf9\u7684\u6570\u636e\u7ed3\u6784\uff0c\u5177\u6709\u9ad8\u6548\u7684\u67e5\u627e\u548c\u63d2\u5165\u6027\u80fd\u3002\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u5b57\u5178\u7684\u8fd9\u4e00\u7279\u6027\u6765\u7edf\u8ba1\u591a\u7528\u6237\u8f93\u5165\u7684\u4e0d\u540c\u503c\u3002<\/p>\n<\/p>\n<p><h3>2. \u5b9e\u73b0\u6b65\u9aa4<\/h3>\n<\/p>\n<ol>\n<li>\u521d\u59cb\u5316\u4e00\u4e2a\u7a7a\u5b57\u5178\u7528\u4e8e\u5b58\u50a8\u7edf\u8ba1\u7ed3\u679c\u3002<\/li>\n<li>\u63a5\u6536\u7528\u6237\u8f93\u5165\u7684\u503c\u3002<\/li>\n<li>\u68c0\u67e5\u8f93\u5165\u503c\u662f\u5426\u5df2\u7ecf\u5728\u5b57\u5178\u4e2d\uff1a\n<ul>\n<li>\u5982\u679c\u5728\uff0c\u5219\u5c06\u8be5\u503c\u5bf9\u5e94\u7684\u8ba1\u6570\u5668\u52a01\u3002<\/li>\n<li>\u5982\u679c\u4e0d\u5728\uff0c\u5219\u5c06\u8be5\u503c\u4f5c\u4e3a\u65b0\u952e\u6dfb\u52a0\u5230\u5b57\u5178\uff0c\u5e76\u5c06\u8ba1\u6570\u5668\u521d\u59cb\u5316\u4e3a1\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u8f93\u51fa\u7edf\u8ba1\u7ed3\u679c\u3002<\/li>\n<\/ol>\n<p><h3>3. \u4ee3\u7801\u793a\u4f8b<\/h3>\n<\/p>\n<p><pre><code class=\"language-python\">def collect_user_input():<\/p>\n<p>    user_inputs = {}<\/p>\n<p>    while True:<\/p>\n<p>        user_input = input(&quot;\u8bf7\u8f93\u5165\u503c\uff08\u8f93\u5165&#39;q&#39;\u9000\u51fa\uff09\uff1a&quot;)<\/p>\n<p>        if user_input == &#39;q&#39;:<\/p>\n<p>            break<\/p>\n<p>        if user_input in user_inputs:<\/p>\n<p>            user_inputs[user_input] += 1<\/p>\n<p>        else:<\/p>\n<p>            user_inputs[user_input] = 1<\/p>\n<p>    print(&quot;\u7edf\u8ba1\u7ed3\u679c\uff1a&quot;)<\/p>\n<p>    for key, value in user_inputs.items():<\/p>\n<p>        print(f&quot;{key}: {value}&quot;)<\/p>\n<p>if __name__ == &quot;__m<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>n__&quot;:<\/p>\n<p>    collect_user_input()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e8c\u3001\u4f7f\u7528Pandas\u8fdb\u884c\u7edf\u8ba1<\/h2>\n<\/p>\n<p><p>Pandas\u662fPython\u4e2d\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u5e93\uff0c\u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u6570\u636e\u6846\u7ed3\u6784\uff0c\u975e\u5e38\u9002\u5408\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u548c\u590d\u6742\u7684\u7edf\u8ba1\u5206\u6790\u3002<\/p>\n<\/p>\n<p><h3>1. \u57fa\u672c\u6982\u5ff5<\/h3>\n<\/p>\n<p><p>Pandas\u7684\u6570\u636e\u6846\uff08DataFrame\uff09\u662f\u4e00\u79cd\u4e8c\u7ef4\u8868\u683c\u6570\u636e\u7ed3\u6784\uff0c\u7c7b\u4f3c\u4e8eExcel\u8868\u683c\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6570\u636e\u64cd\u4f5c\u548c\u5206\u6790\u3002<\/p>\n<\/p>\n<p><h3>2. \u5b9e\u73b0\u6b65\u9aa4<\/h3>\n<\/p>\n<ol>\n<li>\u5bfc\u5165Pandas\u5e93\u3002<\/li>\n<li>\u521b\u5efa\u4e00\u4e2a\u7a7a\u7684\u6570\u636e\u6846\uff0c\u7528\u4e8e\u5b58\u50a8\u7528\u6237\u8f93\u5165\u7684\u6570\u636e\u3002<\/li>\n<li>\u63a5\u6536\u7528\u6237\u8f93\u5165\u7684\u503c\uff0c\u5e76\u5c06\u5176\u6dfb\u52a0\u5230\u6570\u636e\u6846\u4e2d\u3002<\/li>\n<li>\u4f7f\u7528Pandas\u7684groupby\u548ccount\u51fd\u6570\u8fdb\u884c\u7edf\u8ba1\u3002<\/li>\n<li>\u8f93\u51fa\u7edf\u8ba1\u7ed3\u679c\u3002<\/li>\n<\/ol>\n<p><h3>3. \u4ee3\u7801\u793a\u4f8b<\/h3>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>def collect_user_input():<\/p>\n<p>    data = []<\/p>\n<p>    while True:<\/p>\n<p>        user_input = input(&quot;\u8bf7\u8f93\u5165\u503c\uff08\u8f93\u5165&#39;q&#39;\u9000\u51fa\uff09\uff1a&quot;)<\/p>\n<p>        if user_input == &#39;q&#39;:<\/p>\n<p>            break<\/p>\n<p>        data.append(user_input)<\/p>\n<p>    df = pd.DataFrame(data, columns=[&#39;input_value&#39;])<\/p>\n<p>    stats = df[&#39;input_value&#39;].value_counts()<\/p>\n<p>    print(&quot;\u7edf\u8ba1\u7ed3\u679c\uff1a&quot;)<\/p>\n<p>    print(stats)<\/p>\n<p>if __name__ == &quot;__main__&quot;:<\/p>\n<p>    collect_user_input()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e09\u3001\u4f7f\u7528\u6570\u636e\u5e93\u8fdb\u884c\u7edf\u8ba1<\/h2>\n<\/p>\n<p><p>\u5bf9\u4e8e\u9700\u8981\u957f\u65f6\u95f4\u4fdd\u5b58\u548c\u67e5\u8be2\u7684\u6570\u636e\uff0c\u4f7f\u7528\u6570\u636e\u5e93\u662f\u4e00\u79cd\u66f4\u4e3a\u5408\u9002\u7684\u9009\u62e9\u3002\u6211\u4eec\u53ef\u4ee5\u5c06\u7528\u6237\u8f93\u5165\u7684\u6570\u636e\u5b58\u50a8\u5230\u6570\u636e\u5e93\u4e2d\uff0c\u5e76\u5229\u7528SQL\u67e5\u8be2\u8fdb\u884c\u7edf\u8ba1\u3002<\/p>\n<\/p>\n<p><h3>1. \u57fa\u672c\u6982\u5ff5<\/h3>\n<\/p>\n<p><p>\u6570\u636e\u5e93\u662f\u7528\u4e8e\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u7684\u7cfb\u7edf\uff0c\u5e38\u7528\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5305\u62ecSQLite\u3001MySQL\u3001PostgreSQL\u7b49\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528SQLAlchemy\u5e93\u6765\u64cd\u4f5c\u6570\u636e\u5e93\u3002<\/p>\n<\/p>\n<p><h3>2. \u5b9e\u73b0\u6b65\u9aa4<\/h3>\n<\/p>\n<ol>\n<li>\u5bfc\u5165SQLAlchemy\u5e93\uff0c\u5e76\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5\u3002<\/li>\n<li>\u5b9a\u4e49\u6570\u636e\u5e93\u8868\u7ed3\u6784\uff0c\u7528\u4e8e\u5b58\u50a8\u7528\u6237\u8f93\u5165\u7684\u6570\u636e\u3002<\/li>\n<li>\u63a5\u6536\u7528\u6237\u8f93\u5165\u7684\u503c\uff0c\u5e76\u5c06\u5176\u63d2\u5165\u5230\u6570\u636e\u5e93\u4e2d\u3002<\/li>\n<li>\u4f7f\u7528SQL\u67e5\u8be2\u8fdb\u884c\u7edf\u8ba1\u3002<\/li>\n<li>\u8f93\u51fa\u7edf\u8ba1\u7ed3\u679c\u3002<\/li>\n<\/ol>\n<p><h3>3. \u4ee3\u7801\u793a\u4f8b<\/h3>\n<\/p>\n<p><pre><code class=\"language-python\">from sqlalchemy import create_engine, Column, String, Integer, Sequence<\/p>\n<p>from sqlalchemy.ext.declarative import declarative_base<\/p>\n<p>from sqlalchemy.orm import sessionmaker<\/p>\n<p>Base = declarative_base()<\/p>\n<p>class UserInput(Base):<\/p>\n<p>    __tablename__ = &#39;user_input&#39;<\/p>\n<p>    id = Column(Integer, Sequence(&#39;user_id_seq&#39;), primary_key=True)<\/p>\n<p>    value = Column(String(50))<\/p>\n<p>def create_session():<\/p>\n<p>    engine = create_engine(&#39;sqlite:\/\/\/user_input.db&#39;)<\/p>\n<p>    Base.metadata.create_all(engine)<\/p>\n<p>    Session = sessionmaker(bind=engine)<\/p>\n<p>    return Session()<\/p>\n<p>def collect_user_input():<\/p>\n<p>    session = create_session()<\/p>\n<p>    while True:<\/p>\n<p>        user_input = input(&quot;\u8bf7\u8f93\u5165\u503c\uff08\u8f93\u5165&#39;q&#39;\u9000\u51fa\uff09\uff1a&quot;)<\/p>\n<p>        if user_input == &#39;q&#39;:<\/p>\n<p>            break<\/p>\n<p>        new_input = UserInput(value=user_input)<\/p>\n<p>        session.add(new_input)<\/p>\n<p>        session.commit()<\/p>\n<p>    result = session.query(UserInput.value, func.count(UserInput.value)).group_by(UserInput.value).all()<\/p>\n<p>    print(&quot;\u7edf\u8ba1\u7ed3\u679c\uff1a&quot;)<\/p>\n<p>    for value, count in result:<\/p>\n<p>        print(f&quot;{value}: {count}&quot;)<\/p>\n<p>if __name__ == &quot;__main__&quot;:<\/p>\n<p>    collect_user_input()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u56db\u3001\u603b\u7ed3<\/h2>\n<\/p>\n<p><p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u63a2\u8ba8\u4e86<strong>Python\u7edf\u8ba1\u591a\u7528\u6237\u8f93\u5165\u4e0d\u540c\u503c\u7684\u51e0\u79cd\u65b9\u6cd5<\/strong>\uff0c\u5305\u62ec\u4f7f\u7528\u5b57\u5178\u3001Pandas\u548c\u6570\u636e\u5e93\u3002\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u4f18\u7f3a\u70b9\uff0c\u5177\u4f53\u9009\u62e9\u5e94\u6839\u636e\u5b9e\u9645\u9700\u6c42\u548c\u6570\u636e\u89c4\u6a21\u800c\u5b9a\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u4f7f\u7528\u5b57\u5178\u8fdb\u884c\u7edf\u8ba1<\/strong>\uff1a\u9002\u5408\u5c0f\u89c4\u6a21\u3001\u5b9e\u65f6\u7684\u7edf\u8ba1\u4efb\u52a1\uff0c\u7b80\u5355\u9ad8\u6548\u3002<\/li>\n<li><strong>\u4f7f\u7528Pandas\u8fdb\u884c\u7edf\u8ba1<\/strong>\uff1a\u9002\u5408\u4e2d\u7b49\u89c4\u6a21\u7684\u6570\u636e\u5206\u6790\u4efb\u52a1\uff0c\u529f\u80fd\u5f3a\u5927\u4e14\u7075\u6d3b\u3002<\/li>\n<li><strong>\u4f7f\u7528\u6570\u636e\u5e93\u8fdb\u884c\u7edf\u8ba1<\/strong>\uff1a\u9002\u5408\u5927\u89c4\u6a21\u3001\u957f\u671f\u5b58\u50a8\u548c\u590d\u6742\u67e5\u8be2\u7684\u4efb\u52a1\uff0c\u53ef\u9760\u6027\u9ad8\u3002<\/li>\n<\/ol>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u51e0\u79cd\u65b9\u6cd5\u7684\u4ecb\u7ecd\uff0c\u5e0c\u671b\u80fd\u5e2e\u52a9\u8bfb\u8005\u66f4\u597d\u5730\u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684\u7edf\u8ba1\u65b9\u6cd5\uff0c\u5e76\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\u7075\u6d3b\u8fd0\u7528\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u6536\u96c6\u548c\u7edf\u8ba1\u591a\u4e2a\u7528\u6237\u8f93\u5165\u7684\u503c\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5faa\u73af\u6765\u6536\u96c6\u7528\u6237\u8f93\u5165\u3002\u901a\u8fc7<code>input()<\/code>\u51fd\u6570\u83b7\u53d6\u7528\u6237\u7684\u8f93\u5165\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5728\u4e00\u4e2a\u5217\u8868\u4e2d\u3002\u5b8c\u6210\u8f93\u5165\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528<code>collections.Counter<\/code>\u6765\u7edf\u8ba1\u6bcf\u4e2a\u503c\u7684\u51fa\u73b0\u6b21\u6570\u3002\u8fd9\u79cd\u65b9\u6cd5\u7b80\u5355\u6613\u884c\uff0c\u9002\u5408\u7edf\u8ba1\u591a\u4e2a\u7528\u6237\u8f93\u5165\u7684\u4e0d\u540c\u503c\u3002<\/p>\n<p><strong>\u53ef\u4ee5\u4f7f\u7528\u54ea\u4e9b\u6570\u636e\u7ed3\u6784\u6765\u5b58\u50a8\u7528\u6237\u8f93\u5165\u7684\u503c\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u5e38\u7528\u7684\u6570\u636e\u7ed3\u6784\u6709\u5217\u8868\u3001\u96c6\u5408\u548c\u5b57\u5178\u3002\u5217\u8868\u9002\u5408\u5b58\u50a8\u7528\u6237\u8f93\u5165\u7684\u6240\u6709\u503c\uff0c\u96c6\u5408\u53ef\u4ee5\u81ea\u52a8\u53bb\u91cd\uff0c\u800c\u5b57\u5178\u5219\u53ef\u4ee5\u5b58\u50a8\u503c\u53ca\u5176\u5bf9\u5e94\u7684\u51fa\u73b0\u6b21\u6570\u3002\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784\u80fd\u591f\u63d0\u9ad8\u7edf\u8ba1\u6548\u7387\u548c\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u3002<\/p>\n<p><strong>\u5982\u4f55\u5904\u7406\u7528\u6237\u8f93\u5165\u4e2d\u7684\u91cd\u590d\u503c\uff1f<\/strong><br \/>\u5728\u5904\u7406\u7528\u6237\u8f93\u5165\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u96c6\u5408\u6765\u81ea\u52a8\u8fc7\u6ee4\u91cd\u590d\u9879\u3002\u96c6\u5408\u4f1a\u4fdd\u7559\u552f\u4e00\u503c\uff0c\u56e0\u6b64\u5728\u6536\u96c6\u7528\u6237\u8f93\u5165\u540e\uff0c\u5c06\u5176\u8f6c\u6362\u4e3a\u96c6\u5408\uff0c\u60a8\u53ef\u4ee5\u76f4\u63a5\u5f97\u5230\u4e0d\u540c\u7684\u503c\u3002\u5982\u679c\u9700\u8981\u7edf\u8ba1\u6bcf\u4e2a\u503c\u7684\u51fa\u73b0\u6b21\u6570\uff0c\u53ef\u4ee5\u7ed3\u5408\u4f7f\u7528\u5217\u8868\u548c\u5b57\u5178\uff0c\u5148\u7528\u5217\u8868\u6536\u96c6\u6240\u6709\u8f93\u5165\uff0c\u518d\u901a\u8fc7\u5b57\u5178\u7edf\u8ba1\u51fa\u73b0\u6b21\u6570\u3002<\/p>\n<p><strong>\u5728\u7edf\u8ba1\u7528\u6237\u8f93\u5165\u65f6\uff0c\u6709\u54ea\u4e9b\u5e38\u89c1\u7684\u9519\u8bef\u9700\u8981\u907f\u514d\uff1f<\/strong><br \/>\u5728\u7edf\u8ba1\u7528\u6237\u8f93\u5165\u65f6\uff0c\u5e38\u89c1\u7684\u9519\u8bef\u5305\u62ec\u6ca1\u6709\u5904\u7406\u7528\u6237\u8f93\u5165\u7684\u683c\u5f0f\uff08\u5982\u5927\u5c0f\u5199\uff09\uff0c\u5bfc\u81f4\u76f8\u540c\u7684\u503c\u88ab\u89c6\u4e3a\u4e0d\u540c\u7684\u8f93\u5165\u3002\u6b64\u5916\uff0c\u672a\u5bf9\u7528\u6237\u8f93\u5165\u8fdb\u884c\u6709\u6548\u6027\u68c0\u67e5\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u610f\u5916\u7684\u7a0b\u5e8f\u5d29\u6e83\u3002\u786e\u4fdd\u8f93\u5165\u7684\u5408\u7406\u6027\u548c\u4e00\u81f4\u6027\uff0c\u53ef\u4ee5\u4f7f\u7528\u5b57\u7b26\u4e32\u5904\u7406\u65b9\u6cd5\uff0c\u4f8b\u5982<code>strip()<\/code>\u548c<code>lower()<\/code>\uff0c\u6765\u6e05\u7406\u548c\u6807\u51c6\u5316\u7528\u6237\u8f93\u5165\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u7edf\u8ba1\u591a\u7528\u6237\u8f93\u5165\u4e0d\u540c\u503c\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u5b57\u5178\u7edf\u8ba1\u3001\u4f7f\u7528Pandas\u6570\u636e\u6846\u3001\u4ee5\u53ca\u5229\u7528\u6570\u636e\u5e93\u8fdb\u884c\u5b58\u50a8 [&hellip;]","protected":false},"author":3,"featured_media":1126272,"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\/1126263"}],"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=1126263"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1126263\/revisions"}],"predecessor-version":[{"id":1126274,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1126263\/revisions\/1126274"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1126272"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1126263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1126263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1126263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}