{"id":1104513,"date":"2025-01-08T16:21:27","date_gmt":"2025-01-08T08:21:27","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1104513.html"},"modified":"2025-01-08T16:21:31","modified_gmt":"2025-01-08T08:21:31","slug":"python%e5%a6%82%e4%bd%95%e8%af%bb%e5%8f%96%e6%96%87%e4%bb%b6%e6%95%b0%e6%8d%ae%e5%ba%93%e8%bf%9e%e6%8e%a5","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1104513.html","title":{"rendered":"python\u5982\u4f55\u8bfb\u53d6\u6587\u4ef6\u6570\u636e\u5e93\u8fde\u63a5"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25065844\/e0de0d9a-c3a0-4d72-8d1c-1270befebbc4.webp\" alt=\"python\u5982\u4f55\u8bfb\u53d6\u6587\u4ef6\u6570\u636e\u5e93\u8fde\u63a5\" \/><\/p>\n<p><p> <strong>Python \u8bfb\u53d6\u6587\u4ef6\u548c\u6570\u636e\u5e93\u8fde\u63a5\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c\u6700\u5e38\u7528\u7684\u5305\u62ec\u4f7f\u7528\u5185\u7f6e\u7684\u6587\u4ef6\u64cd\u4f5c\u51fd\u6570\u3001pandas\u5e93\u3001\u4ee5\u53ca\u6570\u636e\u5e93\u8fde\u63a5\u5e93\u5982sqlite3\u3001pyodbc\u548cSQLAlchemy\u7b49\u3002<\/strong>\u8fd9\u4e9b\u65b9\u6cd5\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\u6765\u8bfb\u53d6\u6587\u4ef6\u548c\u8fdb\u884c\u6570\u636e\u5e93\u8fde\u63a5\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4f7f\u7528\u5185\u7f6e\u6587\u4ef6\u64cd\u4f5c\u51fd\u6570\u8bfb\u53d6\u6587\u4ef6<\/p>\n<\/p>\n<p><p>Python \u63d0\u4f9b\u4e86\u5185\u7f6e\u7684\u6587\u4ef6\u64cd\u4f5c\u51fd\u6570\uff0c\u5982open()\u3001read()\u3001write()\u7b49\uff0c\u8fd9\u4e9b\u51fd\u6570\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6587\u4ef6\u64cd\u4f5c\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528open()\u51fd\u6570\u8bfb\u53d6\u6587\u672c\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4f7f\u7528\u5185\u7f6eopen()\u51fd\u6570\u8bfb\u53d6\u6587\u4ef6<\/p>\n<p>def read_file(file_path):<\/p>\n<p>    with open(file_path, &#39;r&#39;) as file:<\/p>\n<p>        content = file.read()<\/p>\n<p>    return content<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>file_path = &#39;example.txt&#39;<\/p>\n<p>file_content = read_file(file_path)<\/p>\n<p>print(file_content)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u4e86with\u8bed\u53e5\u6765\u786e\u4fdd\u6587\u4ef6\u5728\u8bfb\u53d6\u5b8c\u6210\u540e\u81ea\u52a8\u5173\u95ed\uff0c\u907f\u514d\u8d44\u6e90\u6cc4\u9732\u3002open()\u51fd\u6570\u7684&#39;r&#39;\u6a21\u5f0f\u8868\u793a\u4ee5\u53ea\u8bfb\u65b9\u5f0f\u6253\u5f00\u6587\u4ef6\u3002\u5982\u679c\u6587\u4ef6\u4e0d\u5b58\u5728\uff0c\u4f1a\u629b\u51faFileNotFoundError\u5f02\u5e38\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u4f7f\u7528pandas\u5e93\u8bfb\u53d6\u6587\u4ef6<\/p>\n<\/p>\n<p><p>pandas\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u5e93\uff0c\u63d0\u4f9b\u4e86\u4fbf\u6377\u7684\u51fd\u6570\u6765\u8bfb\u53d6\u548c\u5904\u7406\u5404\u79cd\u683c\u5f0f\u7684\u6587\u4ef6\uff0c\u5982CSV\u3001Excel\u3001JSON\u7b49\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528pandas\u8bfb\u53d6CSV\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u4f7f\u7528pandas\u8bfb\u53d6CSV\u6587\u4ef6<\/strong><\/h2>\n<p>def read_csv(file_path):<\/p>\n<p>    df = pd.read_csv(file_path)<\/p>\n<p>    return df<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>file_path = &#39;example.csv&#39;<\/p>\n<p>data_frame = read_csv(file_path)<\/p>\n<p>print(data_frame)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>pandas.read_csv()\u51fd\u6570\u53ef\u4ee5\u81ea\u52a8\u5904\u7406\u6587\u4ef6\u4e2d\u7684\u6570\u636e\u5e76\u5c06\u5176\u8f6c\u6362\u4e3aDataFrame\u5bf9\u8c61\uff0c\u65b9\u4fbf\u540e\u7eed\u7684\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u3002\u7c7b\u4f3c\u5730\uff0cpandas\u8fd8\u63d0\u4f9b\u4e86read_excel()\u3001read_json()\u7b49\u51fd\u6570\u6765\u8bfb\u53d6\u5176\u4ed6\u683c\u5f0f\u7684\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528sqlite3\u5e93\u8fde\u63a5SQLite\u6570\u636e\u5e93<\/p>\n<\/p>\n<p><p>SQLite\u662f\u4e00\u79cd\u8f7b\u91cf\u7ea7\u7684\u5d4c\u5165\u5f0f\u6570\u636e\u5e93\uff0cPython \u5185\u7f6e\u4e86sqlite3\u5e93\u6765\u8fde\u63a5\u548c\u64cd\u4f5cSQLite\u6570\u636e\u5e93\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528sqlite3\u5e93\u8fde\u63a5SQLite\u6570\u636e\u5e93\u5e76\u67e5\u8be2\u6570\u636e\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import sqlite3<\/p>\n<h2><strong>\u8fde\u63a5SQLite\u6570\u636e\u5e93<\/strong><\/h2>\n<p>def connect_to_db(db_path):<\/p>\n<p>    conn = sqlite3.connect(db_path)<\/p>\n<p>    return conn<\/p>\n<h2><strong>\u67e5\u8be2\u6570\u636e<\/strong><\/h2>\n<p>def query_data(conn, query):<\/p>\n<p>    cursor = conn.cursor()<\/p>\n<p>    cursor.execute(query)<\/p>\n<p>    results = cursor.fetchall()<\/p>\n<p>    return results<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>db_path = &#39;example.db&#39;<\/p>\n<p>query = &#39;SELECT * FROM example_table&#39;<\/p>\n<p>conn = connect_to_db(db_path)<\/p>\n<p>data = query_data(conn, query)<\/p>\n<p>print(data)<\/p>\n<p>conn.close()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u4f7f\u7528sqlite3.connect()\u51fd\u6570\u8fde\u63a5\u5230SQLite\u6570\u636e\u5e93\uff0c\u7136\u540e\u4f7f\u7528cursor.execute()\u51fd\u6570\u6267\u884cSQL\u67e5\u8be2\uff0c\u5e76\u901a\u8fc7cursor.fetchall()\u51fd\u6570\u83b7\u53d6\u67e5\u8be2\u7ed3\u679c\u3002\u6700\u540e\uff0c\u8bb0\u5f97\u5173\u95ed\u6570\u636e\u5e93\u8fde\u63a5\u4ee5\u91ca\u653e\u8d44\u6e90\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u4f7f\u7528pyodbc\u5e93\u8fde\u63a5SQL Server\u6570\u636e\u5e93<\/p>\n<\/p>\n<p><p>pyodbc\u662f\u4e00\u4e2a\u7528\u4e8e\u8fde\u63a5\u548c\u64cd\u4f5c\u5404\u79cd\u6570\u636e\u5e93\u7684Python\u5e93\uff0c\u652f\u6301SQL Server\u3001MySQL\u3001PostgreSQL\u7b49\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528pyodbc\u5e93\u8fde\u63a5SQL Server\u6570\u636e\u5e93\u5e76\u67e5\u8be2\u6570\u636e\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pyodbc<\/p>\n<h2><strong>\u8fde\u63a5SQL Server\u6570\u636e\u5e93<\/strong><\/h2>\n<p>def connect_to_sql_server(server, database, username, password):<\/p>\n<p>    conn_str = (<\/p>\n<p>        &#39;DRIVER={ODBC Driver 17 for SQL Server};&#39;<\/p>\n<p>        &#39;SERVER=&#39; + server + &#39;;&#39;<\/p>\n<p>        &#39;DATABASE=&#39; + database + &#39;;&#39;<\/p>\n<p>        &#39;UID=&#39; + username + &#39;;&#39;<\/p>\n<p>        &#39;PWD=&#39; + password<\/p>\n<p>    )<\/p>\n<p>    conn = pyodbc.connect(conn_str)<\/p>\n<p>    return conn<\/p>\n<h2><strong>\u67e5\u8be2\u6570\u636e<\/strong><\/h2>\n<p>def query_data(conn, query):<\/p>\n<p>    cursor = conn.cursor()<\/p>\n<p>    cursor.execute(query)<\/p>\n<p>    results = cursor.fetchall()<\/p>\n<p>    return results<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>server = &#39;your_server&#39;<\/p>\n<p>database = &#39;your_database&#39;<\/p>\n<p>username = &#39;your_username&#39;<\/p>\n<p>password = &#39;your_password&#39;<\/p>\n<p>query = &#39;SELECT * FROM your_table&#39;<\/p>\n<p>conn = connect_to_sql_server(server, database, username, password)<\/p>\n<p>data = query_data(conn, query)<\/p>\n<p>print(data)<\/p>\n<p>conn.close()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u6784\u5efa\u4e86\u4e00\u4e2aODBC\u8fde\u63a5\u5b57\u7b26\u4e32\uff0c\u7136\u540e\u4f7f\u7528pyodbc.connect()\u51fd\u6570\u8fde\u63a5\u5230SQL Server\u6570\u636e\u5e93\u3002\u63a5\u7740\uff0c\u4f7f\u7528cursor.execute()\u51fd\u6570\u6267\u884cSQL\u67e5\u8be2\uff0c\u5e76\u901a\u8fc7cursor.fetchall()\u51fd\u6570\u83b7\u53d6\u67e5\u8be2\u7ed3\u679c\u3002\u6700\u540e\uff0c\u8bb0\u5f97\u5173\u95ed\u6570\u636e\u5e93\u8fde\u63a5\u4ee5\u91ca\u653e\u8d44\u6e90\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u4f7f\u7528SQLAlchemy\u5e93\u8fde\u63a5\u6570\u636e\u5e93<\/p>\n<\/p>\n<p><p>SQLAlchemy\u662f\u4e00\u4e2a\u5f3a\u5927\u7684SQL\u5de5\u5177\u5305\u548c\u5bf9\u8c61\u5173\u7cfb\u6620\u5c04\uff08ORM\uff09\u5e93\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u5e93\uff0c\u5305\u62ecSQLite\u3001MySQL\u3001PostgreSQL\u7b49\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528SQLAlchemy\u5e93\u8fde\u63a5\u6570\u636e\u5e93\u5e76\u67e5\u8be2\u6570\u636e\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from sqlalchemy import create_engine<\/p>\n<p>from sqlalchemy.orm import sessionmaker<\/p>\n<h2><strong>\u8fde\u63a5\u6570\u636e\u5e93<\/strong><\/h2>\n<p>def connect_to_db(db_url):<\/p>\n<p>    engine = create_engine(db_url)<\/p>\n<p>    Session = sessionmaker(bind=engine)<\/p>\n<p>    session = Session()<\/p>\n<p>    return session<\/p>\n<h2><strong>\u67e5\u8be2\u6570\u636e<\/strong><\/h2>\n<p>def query_data(session, query):<\/p>\n<p>    results = session.execute(query).fetchall()<\/p>\n<p>    return results<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>db_url = &#39;sqlite:\/\/\/example.db&#39;<\/p>\n<p>query = &#39;SELECT * FROM example_table&#39;<\/p>\n<p>session = connect_to_db(db_url)<\/p>\n<p>data = query_data(session, query)<\/p>\n<p>print(data)<\/p>\n<p>session.close()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u4f7f\u7528create_engine()\u51fd\u6570\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u5e93\u5f15\u64ce\uff0c\u7136\u540e\u4f7f\u7528sessionmaker()\u51fd\u6570\u521b\u5efa\u4e00\u4e2a\u4f1a\u8bdd\u7c7b\uff0c\u5e76\u5b9e\u4f8b\u5316\u4e00\u4e2a\u4f1a\u8bdd\u5bf9\u8c61\u3002\u63a5\u7740\uff0c\u4f7f\u7528session.execute()\u51fd\u6570\u6267\u884cSQL\u67e5\u8be2\uff0c\u5e76\u901a\u8fc7fetchall()\u51fd\u6570\u83b7\u53d6\u67e5\u8be2\u7ed3\u679c\u3002\u6700\u540e\uff0c\u8bb0\u5f97\u5173\u95ed\u4f1a\u8bdd\u4ee5\u91ca\u653e\u8d44\u6e90\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7ed3<\/p>\n<\/p>\n<p><p>\u672c\u6587\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528Python\u8bfb\u53d6\u6587\u4ef6\u548c\u8fde\u63a5\u6570\u636e\u5e93\u7684\u65b9\u6cd5\uff0c\u5305\u62ec\u4f7f\u7528\u5185\u7f6e\u6587\u4ef6\u64cd\u4f5c\u51fd\u6570\u3001pandas\u5e93\u3001sqlite3\u5e93\u3001pyodbc\u5e93\u548cSQLAlchemy\u5e93\u7b49\u3002\u6839\u636e\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\uff0c\u53ef\u4ee5\u9009\u62e9\u9002\u5408\u7684\u65b9\u6cd5\u6765\u8bfb\u53d6\u6587\u4ef6\u548c\u8fdb\u884c\u6570\u636e\u5e93\u8fde\u63a5\u3002\u5e0c\u671b\u672c\u6587\u5bf9\u60a8\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\u8fde\u63a5\u5230\u6587\u4ef6\u7c7b\u578b\u7684\u6570\u636e\u5e93\uff1f<\/strong><br \/>Python\u63d0\u4f9b\u4e86\u591a\u79cd\u5e93\u6765\u8fde\u63a5\u6587\u4ef6\u7c7b\u578b\u7684\u6570\u636e\u5e93\uff0c\u4f8b\u5982SQLite\u3002\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684sqlite3\u6a21\u5757\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002\u9996\u5148\uff0c\u5bfc\u5165sqlite3\u6a21\u5757\uff0c\u5e76\u4f7f\u7528<code>sqlite3.connect()<\/code>\u51fd\u6570\u8fde\u63a5\u5230\u6570\u636e\u5e93\u6587\u4ef6\u3002\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a  <\/p>\n<pre><code class=\"language-python\">import sqlite3\n\n# \u8fde\u63a5\u5230\u6570\u636e\u5e93\u6587\u4ef6\nconn = sqlite3.connect(&#39;example.db&#39;)\n\n# \u521b\u5efa\u6e38\u6807\u5bf9\u8c61\ncursor = conn.cursor()\n<\/code><\/pre>\n<p>\u5728\u8fde\u63a5\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u6e38\u6807\u5bf9\u8c61\u6267\u884cSQL\u67e5\u8be2\u548c\u64cd\u4f5c\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\u5982\u4f55\u8bfb\u53d6\u6570\u636e\u5e93\u8868\u4e2d\u7684\u6570\u636e\uff1f<\/strong><br \/>\u4f7f\u7528\u6e38\u6807\u5bf9\u8c61\u53ef\u4ee5\u65b9\u4fbf\u5730\u6267\u884cSQL\u67e5\u8be2\u4ee5\u8bfb\u53d6\u6570\u636e\u3002\u901a\u8fc7\u6267\u884c<code>SELECT<\/code>\u8bed\u53e5\u6765\u83b7\u53d6\u6570\u636e\uff0c\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a  <\/p>\n<pre><code class=\"language-python\">cursor.execute(&quot;SELECT * FROM table_name&quot;)\nrows = cursor.fetchall()  # \u83b7\u53d6\u6240\u6709\u884c\nfor row in rows:\n    print(row)\n<\/code><\/pre>\n<p>\u8fd9\u5c06\u8f93\u51fa\u6307\u5b9a\u8868\u4e2d\u7684\u6240\u6709\u8bb0\u5f55\uff0c\u786e\u4fdd\u5728\u8bfb\u53d6\u5b8c\u6570\u636e\u540e\u5173\u95ed\u6e38\u6807\u548c\u8fde\u63a5\u3002<\/p>\n<p><strong>\u5982\u679c\u6587\u4ef6\u6570\u636e\u5e93\u4e0d\u5b58\u5728\uff0cPython\u4f1a\u5982\u4f55\u5904\u7406\uff1f<\/strong><br \/>\u5728\u4f7f\u7528<code>sqlite3.connect()<\/code>\u8fde\u63a5\u5230\u4e00\u4e2a\u4e0d\u5b58\u5728\u7684\u6570\u636e\u5e93\u6587\u4ef6\u65f6\uff0cSQLite\u4f1a\u81ea\u52a8\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u6570\u636e\u5e93\u6587\u4ef6\u3002\u8fd9\u4f7f\u5f97SQLite\u975e\u5e38\u9002\u5408\u5c0f\u578b\u5e94\u7528\u548c\u539f\u578b\u5f00\u53d1\u3002\u5982\u679c\u60f3\u786e\u4fdd\u8fde\u63a5\u7684\u6570\u636e\u5e93\u5b58\u5728\uff0c\u53ef\u4ee5\u5728\u8fde\u63a5\u4e4b\u524d\u5148\u68c0\u67e5\u6587\u4ef6\u662f\u5426\u5b58\u5728\uff0c\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a  <\/p>\n<pre><code class=\"language-python\">import os\n\ndb_file = &#39;example.db&#39;\nif not os.path.exists(db_file):\n    print(&quot;\u6570\u636e\u5e93\u6587\u4ef6\u4e0d\u5b58\u5728\uff0c\u6b63\u5728\u521b\u5efa\u65b0\u7684\u6570\u636e\u5e93\u3002&quot;)\nconn = sqlite3.connect(db_file)\n<\/code><\/pre>\n<p>\u8fd9\u6837\u53ef\u4ee5\u6709\u6548\u7ba1\u7406\u6570\u636e\u5e93\u6587\u4ef6\u7684\u521b\u5efa\u4e0e\u8fde\u63a5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python \u8bfb\u53d6\u6587\u4ef6\u548c\u6570\u636e\u5e93\u8fde\u63a5\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c\u6700\u5e38\u7528\u7684\u5305\u62ec\u4f7f\u7528\u5185\u7f6e\u7684\u6587\u4ef6\u64cd\u4f5c\u51fd\u6570\u3001pandas\u5e93\u3001\u4ee5\u53ca\u6570\u636e [&hellip;]","protected":false},"author":3,"featured_media":1104521,"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\/1104513"}],"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=1104513"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1104513\/revisions"}],"predecessor-version":[{"id":1104522,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1104513\/revisions\/1104522"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1104521"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1104513"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1104513"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1104513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}