{"id":987959,"date":"2024-12-27T07:58:05","date_gmt":"2024-12-26T23:58:05","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/987959.html"},"modified":"2024-12-27T07:58:08","modified_gmt":"2024-12-26T23:58:08","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e5%ae%9e%e7%8e%b0orm","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/987959.html","title":{"rendered":"\u5982\u4f55\u7528python\u5b9e\u73b0orm"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25063829\/a812981a-dd4e-4f74-b759-568d1cc70190.webp\" alt=\"\u5982\u4f55\u7528python\u5b9e\u73b0orm\" \/><\/p>\n<p><p> \u5f00\u5934\u6bb5\u843d\uff1a<br \/>\u5728Python\u4e2d\u5b9e\u73b0ORM\uff08\u5bf9\u8c61\u5173\u7cfb\u6620\u5c04\uff09\u53ef\u4ee5\u901a\u8fc7<strong>\u521b\u5efa\u7c7b\u6a21\u578b\u3001\u5b9a\u4e49\u6570\u636e\u5e93\u8fde\u63a5\u3001\u7f16\u5199\u67e5\u8be2\u63a5\u53e3<\/strong>\u7b49\u6b65\u9aa4\u5b9e\u73b0\u3002ORM\u662f\u4e00\u79cd\u7528\u4e8e\u5904\u7406\u5173\u7cfb\u6570\u636e\u5e93\u7684\u7f16\u7a0b\u6280\u672f\uff0c\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u4f7f\u7528\u9762\u5411\u5bf9\u8c61\u7684\u7f16\u7a0b\u8bed\u8a00\u64cd\u4f5c\u6570\u636e\u5e93\u3002\u901a\u8fc7ORM\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u907f\u514d\u76f4\u63a5\u7f16\u5199SQL\u8bed\u53e5\uff0c\u4ece\u800c\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002\u5176\u4e2d\uff0c\u521b\u5efa\u7c7b\u6a21\u578b\u662f\u5b9e\u73b0ORM\u7684\u5173\u952e\u6b65\u9aa4\u4e4b\u4e00\u3002\u5b83\u5c06\u6570\u636e\u5e93\u4e2d\u7684\u8868\u4e0ePython\u4e2d\u7684\u7c7b\u8fdb\u884c\u6620\u5c04\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u64cd\u4f5c\u5bf9\u8c61\u6765\u64cd\u7eb5\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u521b\u5efa\u7c7b\u6a21\u578b<\/p>\n<\/p>\n<p><p>\u521b\u5efa\u7c7b\u6a21\u578b\u662f\u5b9e\u73b0ORM\u7684\u7b2c\u4e00\u6b65\u3002\u5728Python\u4e2d\uff0c\u6bcf\u4e2a\u7c7b\u901a\u5e38\u5bf9\u5e94\u6570\u636e\u5e93\u4e2d\u7684\u4e00\u5f20\u8868\uff0c\u800c\u7c7b\u7684\u5c5e\u6027\u5bf9\u5e94\u8868\u4e2d\u7684\u5b57\u6bb5\u3002\u901a\u8fc7\u5b9a\u4e49\u7c7b\u6a21\u578b\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u6570\u636e\u5e93\u4e2d\u7684\u7ed3\u6784\u6620\u5c04\u5230Python\u5bf9\u8c61\u4e2d\uff0c\u4f7f\u5f97\u64cd\u4f5c\u6570\u636e\u5e93\u53d8\u5f97\u66f4\u52a0\u76f4\u89c2\u3002<\/p>\n<\/p>\n<p><p>\u5728\u5b9a\u4e49\u7c7b\u6a21\u578b\u65f6\uff0c\u6211\u4eec\u9700\u8981\u8003\u8651\u6570\u636e\u5e93\u8868\u7684\u7ed3\u6784\uff0c\u5305\u62ec\u8868\u540d\u3001\u5b57\u6bb5\u540d\u3001\u5b57\u6bb5\u7c7b\u578b\u7b49\u3002\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u6709\u4e00\u4e2a\u7528\u6237\u8868\uff08users\uff09\uff0c\u5176\u4e2d\u5305\u542bid\u3001name\u548cem<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>l\u5b57\u6bb5\u3002\u5728Python\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u4e00\u4e2aUser\u7c7b\uff0c\u5e76\u4e3a\u5176\u6dfb\u52a0\u76f8\u5e94\u7684\u5c5e\u6027\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class User:<\/p>\n<p>    def __init__(self, id, name, email):<\/p>\n<p>        self.id = id<\/p>\n<p>        self.name = name<\/p>\n<p>        self.email = email<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0cUser\u7c7b\u7684\u6bcf\u4e2a\u5b9e\u4f8b\u90fd\u4ee3\u8868users\u8868\u4e2d\u7684\u4e00\u884c\u6570\u636e\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u64cd\u4f5cUser\u5bf9\u8c61\u6765\u64cd\u4f5c\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u5b9a\u4e49\u6570\u636e\u5e93\u8fde\u63a5<\/p>\n<\/p>\n<p><p>\u5728\u5b9e\u73b0ORM\u65f6\uff0c\u5b9a\u4e49\u6570\u636e\u5e93\u8fde\u63a5\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u4e00\u6b65\u3002\u6570\u636e\u5e93\u8fde\u63a5\u7528\u4e8e\u5728Python\u5e94\u7528\u7a0b\u5e8f\u548c\u6570\u636e\u5e93\u4e4b\u95f4\u5efa\u7acb\u901a\u4fe1\uff0c\u4ee5\u4fbf\u8fdb\u884c\u6570\u636e\u7684\u5b58\u53d6\u64cd\u4f5c\u3002\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5e93\u6765\u5b9e\u73b0\u6570\u636e\u5e93\u8fde\u63a5\uff0c\u5982sqlite3\u3001pymysql\u7b49\u3002<\/p>\n<\/p>\n<p><p>\u4ee5sqlite3\u4e3a\u4f8b\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u4ee3\u7801\u6765\u5efa\u7acb\u6570\u636e\u5e93\u8fde\u63a5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import sqlite3<\/p>\n<p>def create_connection(db_file):<\/p>\n<p>    &quot;&quot;&quot;\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u5e93\u8fde\u63a5&quot;&quot;&quot;<\/p>\n<p>    conn = None<\/p>\n<p>    try:<\/p>\n<p>        conn = sqlite3.connect(db_file)<\/p>\n<p>        print(f&quot;\u6210\u529f\u8fde\u63a5\u5230\u6570\u636e\u5e93: {db_file}&quot;)<\/p>\n<p>    except sqlite3.Error as e:<\/p>\n<p>        print(f&quot;\u8fde\u63a5\u6570\u636e\u5e93\u5931\u8d25: {e}&quot;)<\/p>\n<p>    return conn<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2acreate_connection\u51fd\u6570\uff0c\u7528\u4e8e\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5\u3002\u901a\u8fc7\u8c03\u7528sqlite3.connect\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u8fde\u63a5\u5230\u6307\u5b9a\u7684\u6570\u636e\u5e93\u6587\u4ef6\uff08db_file\uff09\u3002\u5728\u6210\u529f\u8fde\u63a5\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u8fd4\u56de\u7684\u8fde\u63a5\u5bf9\u8c61\uff08conn\uff09\u6765\u6267\u884cSQL\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u7f16\u5199\u67e5\u8be2\u63a5\u53e3<\/p>\n<\/p>\n<p><p>\u7f16\u5199\u67e5\u8be2\u63a5\u53e3\u662f\u5b9e\u73b0ORM\u7684\u6838\u5fc3\u6b65\u9aa4\u4e4b\u4e00\u3002\u67e5\u8be2\u63a5\u53e3\u7528\u4e8e\u5c01\u88c5\u6570\u636e\u5e93\u64cd\u4f5c\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528\u65b9\u6cd5\u7684\u65b9\u5f0f\u6765\u67e5\u8be2\u3001\u63d2\u5165\u3001\u66f4\u65b0\u548c\u5220\u9664\u6570\u636e\u3002\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u5b9a\u4e49\u7c7b\u65b9\u6cd5\u6765\u5b9e\u73b0\u67e5\u8be2\u63a5\u53e3\u3002<\/p>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u4e3aUser\u7c7b\u6dfb\u52a0\u4e00\u4e2a\u9759\u6001\u65b9\u6cd5\uff0c\u7528\u4e8e\u67e5\u8be2users\u8868\u4e2d\u7684\u6240\u6709\u7528\u6237\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class User:<\/p>\n<p>    ...<\/p>\n<p>    @staticmethod<\/p>\n<p>    def get_all_users(conn):<\/p>\n<p>        &quot;&quot;&quot;\u67e5\u8be2\u6240\u6709\u7528\u6237&quot;&quot;&quot;<\/p>\n<p>        cur = conn.cursor()<\/p>\n<p>        cur.execute(&quot;SELECT * FROM users&quot;)<\/p>\n<p>        rows = cur.fetchall()<\/p>\n<p>        users = []<\/p>\n<p>        for row in rows:<\/p>\n<p>            user = User(row[0], row[1], row[2])<\/p>\n<p>            users.append(user)<\/p>\n<p>        return users<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0cget_all_users\u65b9\u6cd5\u63a5\u53d7\u4e00\u4e2a\u6570\u636e\u5e93\u8fde\u63a5\u5bf9\u8c61\u4f5c\u4e3a\u53c2\u6570\uff0c\u5e76\u6267\u884c\u4e00\u6761SELECT SQL\u8bed\u53e5\u6765\u67e5\u8be2\u6240\u6709\u7528\u6237\u3002\u67e5\u8be2\u7ed3\u679c\u4fdd\u5b58\u5728rows\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u904d\u5386rows\u6765\u521b\u5efaUser\u5bf9\u8c61\uff0c\u5e76\u5c06\u5176\u6dfb\u52a0\u5230users\u5217\u8868\u4e2d\u3002\u6700\u7ec8\uff0cget_all_users\u65b9\u6cd5\u8fd4\u56de\u4e00\u4e2a\u5305\u542b\u6240\u6709\u7528\u6237\u5bf9\u8c61\u7684\u5217\u8868\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u63d2\u5165\u3001\u66f4\u65b0\u548c\u5220\u9664\u64cd\u4f5c<\/p>\n<\/p>\n<p><p>\u9664\u4e86\u67e5\u8be2\u64cd\u4f5c\u5916\uff0cORM\u8fd8\u9700\u8981\u652f\u6301\u63d2\u5165\u3001\u66f4\u65b0\u548c\u5220\u9664\u6570\u636e\u3002\u5728Python\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5b9a\u4e49\u7c7b\u65b9\u6cd5\u6765\u5b9e\u73b0\u8fd9\u4e9b\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u4e3aUser\u7c7b\u6dfb\u52a0\u4e00\u4e2a\u65b9\u6cd5\uff0c\u7528\u4e8e\u63d2\u5165\u65b0\u7684\u7528\u6237\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class User:<\/p>\n<p>    ...<\/p>\n<p>    def insert(self, conn):<\/p>\n<p>        &quot;&quot;&quot;\u63d2\u5165\u65b0\u7528\u6237&quot;&quot;&quot;<\/p>\n<p>        cur = conn.cursor()<\/p>\n<p>        cur.execute(&quot;INSERT INTO users (id, name, email) VALUES (?, ?, ?)&quot;,<\/p>\n<p>                    (self.id, self.name, self.email))<\/p>\n<p>        conn.commit()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0cinsert\u65b9\u6cd5\u7528\u4e8e\u5c06User\u5bf9\u8c61\u7684\u5c5e\u6027\u63d2\u5165\u5230users\u8868\u4e2d\u3002\u6211\u4eec\u901a\u8fc7\u6267\u884cINSERT SQL\u8bed\u53e5\uff0c\u5c06\u7528\u6237\u7684id\u3001name\u548cemail\u63d2\u5165\u5230\u76f8\u5e94\u7684\u5b57\u6bb5\u4e2d\u3002\u6267\u884c\u5b8cSQL\u8bed\u53e5\u540e\uff0c\u901a\u8fc7\u8c03\u7528conn.commit()\u65b9\u6cd5\u63d0\u4ea4\u4e8b\u52a1\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u88ab\u5199\u5165\u6570\u636e\u5e93\u3002<\/p>\n<\/p>\n<p><p>\u7c7b\u4f3c\u5730\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49update\u548cdelete\u65b9\u6cd5\uff0c\u7528\u4e8e\u66f4\u65b0\u548c\u5220\u9664\u7528\u6237\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class User:<\/p>\n<p>    ...<\/p>\n<p>    def update(self, conn):<\/p>\n<p>        &quot;&quot;&quot;\u66f4\u65b0\u7528\u6237\u4fe1\u606f&quot;&quot;&quot;<\/p>\n<p>        cur = conn.cursor()<\/p>\n<p>        cur.execute(&quot;UPDATE users SET name = ?, email = ? WHERE id = ?&quot;,<\/p>\n<p>                    (self.name, self.email, self.id))<\/p>\n<p>        conn.commit()<\/p>\n<p>    def delete(self, conn):<\/p>\n<p>        &quot;&quot;&quot;\u5220\u9664\u7528\u6237&quot;&quot;&quot;<\/p>\n<p>        cur = conn.cursor()<\/p>\n<p>        cur.execute(&quot;DELETE FROM users WHERE id = ?&quot;, (self.id,))<\/p>\n<p>        conn.commit()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728update\u65b9\u6cd5\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u6267\u884cUPDATE SQL\u8bed\u53e5\uff0c\u4f7f\u7528User\u5bf9\u8c61\u7684\u5c5e\u6027\u66f4\u65b0users\u8868\u4e2d\u7684\u76f8\u5e94\u8bb0\u5f55\u3002\u7c7b\u4f3c\u5730\uff0c\u5728delete\u65b9\u6cd5\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u6267\u884cDELETE SQL\u8bed\u53e5\uff0c\u5220\u9664\u6307\u5b9aid\u7684\u7528\u6237\u8bb0\u5f55\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u4e8b\u52a1\u7ba1\u7406\u548c\u9519\u8bef\u5904\u7406<\/p>\n<\/p>\n<p><p>\u5728\u5b9e\u73b0ORM\u65f6\uff0c\u4e8b\u52a1\u7ba1\u7406\u548c\u9519\u8bef\u5904\u7406\u4e5f\u662f\u975e\u5e38\u91cd\u8981\u7684\u90e8\u5206\u3002\u4e8b\u52a1\u7ba1\u7406\u7528\u4e8e\u786e\u4fdd\u4e00\u7cfb\u5217\u6570\u636e\u5e93\u64cd\u4f5c\u8981\u4e48\u5168\u90e8\u6210\u529f\uff0c\u8981\u4e48\u5168\u90e8\u5931\u8d25\uff0c\u4ee5\u4fdd\u6301\u6570\u636e\u7684\u4e00\u81f4\u6027\u548c\u5b8c\u6574\u6027\u3002\u9519\u8bef\u5904\u7406\u5219\u7528\u4e8e\u6355\u83b7\u548c\u5904\u7406\u6570\u636e\u5e93\u64cd\u4f5c\u4e2d\u7684\u5f02\u5e38\u60c5\u51b5\u3002<\/p>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528try&#8230;except\u8bed\u53e5\u6765\u5b9e\u73b0\u9519\u8bef\u5904\u7406\u3002\u5bf9\u4e8e\u4e8b\u52a1\u7ba1\u7406\uff0c\u53ef\u4ee5\u5728\u6267\u884c\u4e00\u7cfb\u5217\u6570\u636e\u5e93\u64cd\u4f5c\u524d\u8c03\u7528conn.begin()\uff0c\u5728\u6240\u6709\u64cd\u4f5c\u6210\u529f\u540e\u8c03\u7528conn.commit()\uff0c\u5982\u679c\u53d1\u751f\u5f02\u5e38\u5219\u8c03\u7528conn.rollback()\u6765\u56de\u6eda\u4e8b\u52a1\u3002<\/p>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4e8b\u52a1\u7ba1\u7406\u548c\u9519\u8bef\u5904\u7406\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def execute_transaction(conn, operations):<\/p>\n<p>    &quot;&quot;&quot;\u6267\u884c\u4e8b\u52a1&quot;&quot;&quot;<\/p>\n<p>    try:<\/p>\n<p>        conn.begin()<\/p>\n<p>        for operation in operations:<\/p>\n<p>            operation()<\/p>\n<p>        conn.commit()<\/p>\n<p>    except Exception as e:<\/p>\n<p>        conn.rollback()<\/p>\n<p>        print(f&quot;\u4e8b\u52a1\u5931\u8d25: {e}&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0cexecute_transaction\u51fd\u6570\u63a5\u53d7\u4e00\u4e2a\u6570\u636e\u5e93\u8fde\u63a5\u5bf9\u8c61\u548c\u4e00\u4e2a\u64cd\u4f5c\u5217\u8868\uff08operations\uff09\u4f5c\u4e3a\u53c2\u6570\u3002\u6211\u4eec\u5728try\u5757\u4e2d\u5f00\u59cb\u4e8b\u52a1\uff0c\u5e76\u6267\u884c\u6240\u6709\u64cd\u4f5c\u3002\u5982\u679c\u6240\u6709\u64cd\u4f5c\u90fd\u6210\u529f\uff0c\u5219\u63d0\u4ea4\u4e8b\u52a1\u3002\u5982\u679c\u53d1\u751f\u5f02\u5e38\uff0c\u5219\u56de\u6eda\u4e8b\u52a1\u5e76\u6253\u5370\u9519\u8bef\u4fe1\u606f\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001\u4f7f\u7528\u73b0\u6709\u7684ORM\u6846\u67b6<\/p>\n<\/p>\n<p><p>\u9664\u4e86\u81ea\u884c\u5b9e\u73b0ORM\u5916\uff0cPython\u4e2d\u8fd8\u6709\u8bb8\u591a\u6210\u719f\u7684ORM\u6846\u67b6\u53ef\u4f9b\u4f7f\u7528\uff0c\u5982SQLAlchemy\u3001Django ORM\u7b49\u3002\u4f7f\u7528\u8fd9\u4e9b\u6846\u67b6\u53ef\u4ee5\u5927\u5927\u7b80\u5316\u5f00\u53d1\u8fc7\u7a0b\uff0c\u5e76\u63d0\u4f9b\u66f4\u591a\u7684\u529f\u80fd\u548c\u4f18\u5316\u3002<\/p>\n<\/p>\n<p><p>\u4ee5SQLAlchemy\u4e3a\u4f8b\uff0c\u5b83\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u4e14\u7075\u6d3b\u7684ORM\u6846\u67b6\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u5e93\u548c\u590d\u6742\u7684\u67e5\u8be2\u64cd\u4f5c\u3002\u4f7f\u7528SQLAlchemy\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5b9a\u4e49\u6a21\u578b\u7c7b\u6765\u6620\u5c04\u6570\u636e\u5e93\u8868\uff0c\u5e76\u4f7f\u7528session\u5bf9\u8c61\u6765\u6267\u884c\u6570\u636e\u5e93\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528SQLAlchemy\u7684\u7b80\u5355\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from sqlalchemy import create_engine, Column, Integer, String<\/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 User(Base):<\/p>\n<p>    __tablename__ = &#39;users&#39;<\/p>\n<p>    id = Column(Integer, primary_key=True)<\/p>\n<p>    name = Column(String)<\/p>\n<p>    email = Column(String)<\/p>\n<p>engine = create_engine(&#39;sqlite:\/\/\/example.db&#39;)<\/p>\n<p>Session = sessionmaker(bind=engine)<\/p>\n<p>session = Session()<\/p>\n<h2><strong>\u63d2\u5165\u65b0\u7528\u6237<\/strong><\/h2>\n<p>new_user = User(id=1, name=&#39;Alice&#39;, email=&#39;alice@example.com&#39;)<\/p>\n<p>session.add(new_user)<\/p>\n<p>session.commit()<\/p>\n<h2><strong>\u67e5\u8be2\u6240\u6709\u7528\u6237<\/strong><\/h2>\n<p>users = session.query(User).all()<\/p>\n<p>for user in users:<\/p>\n<p>    print(user.name, user.email)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528SQLAlchemy\u5b9a\u4e49\u4e86\u4e00\u4e2aUser\u6a21\u578b\u7c7b\uff0c\u5e76\u4f7f\u7528create_engine\u548csessionmaker\u521b\u5efa\u4e86\u6570\u636e\u5e93\u8fde\u63a5\u548c\u4f1a\u8bdd\u3002\u901a\u8fc7session\uff0c\u6211\u4eec\u53ef\u4ee5\u6267\u884c\u63d2\u5165\u548c\u67e5\u8be2\u64cd\u4f5c\uff0c\u800c\u65e0\u9700\u624b\u52a8\u7f16\u5199SQL\u8bed\u53e5\u3002SQLAlchemy\u8fd8\u63d0\u4f9b\u4e86\u8bb8\u591a\u9ad8\u7ea7\u529f\u80fd\uff0c\u5982\u5173\u7cfb\u6620\u5c04\u3001\u67e5\u8be2\u6784\u5efa\u5668\u7b49\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u66f4\u52a0\u9ad8\u6548\u5730\u64cd\u4f5c\u6570\u636e\u5e93\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7ed3<\/p>\n<\/p>\n<p><p>\u5b9e\u73b0ORM\uff08\u5bf9\u8c61\u5173\u7cfb\u6620\u5c04\uff09\u662fPython\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\u3002\u901a\u8fc7\u521b\u5efa\u7c7b\u6a21\u578b\u3001\u5b9a\u4e49\u6570\u636e\u5e93\u8fde\u63a5\u3001\u7f16\u5199\u67e5\u8be2\u63a5\u53e3\uff0c\u4ee5\u53ca\u652f\u6301\u63d2\u5165\u3001\u66f4\u65b0\u548c\u5220\u9664\u64cd\u4f5c\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u57fa\u672c\u7684ORM\u529f\u80fd\u3002\u6b64\u5916\uff0c\u4e8b\u52a1\u7ba1\u7406\u548c\u9519\u8bef\u5904\u7406\u4e5f\u662f\u5b9e\u73b0ORM\u65f6\u9700\u8981\u8003\u8651\u7684\u5173\u952e\u90e8\u5206\u3002\u867d\u7136\u81ea\u884c\u5b9e\u73b0ORM\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u5176\u5de5\u4f5c\u539f\u7406\uff0c\u4f46\u5728\u5b9e\u9645\u5f00\u53d1\u4e2d\uff0c\u4f7f\u7528\u6210\u719f\u7684ORM\u6846\u67b6\uff08\u5982SQLAlchemy\u3001Django ORM\u7b49\uff09\u53ef\u4ee5\u5927\u5927\u7b80\u5316\u5f00\u53d1\u8fc7\u7a0b\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002\u65e0\u8bba\u662f\u81ea\u884c\u5b9e\u73b0\u8fd8\u662f\u4f7f\u7528\u73b0\u6709\u6846\u67b6\uff0cORM\u90fd\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u52a0\u76f4\u89c2\u548c\u9ad8\u6548\u7684\u65b9\u5f0f\u6765\u64cd\u4f5c\u5173\u7cfb\u6570\u636e\u5e93\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u9009\u62e9\u9002\u5408\u7684ORM\u5e93\u6765\u5b9e\u73b0Python\u7684ORM\u529f\u80fd\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u6709\u591a\u4e2aORM\u5e93\u53ef\u4f9b\u9009\u62e9\uff0c\u6bd4\u5982SQLAlchemy\u3001Django ORM\u548cPeewee\u7b49\u3002\u9009\u62e9\u5408\u9002\u7684ORM\u5e93\u901a\u5e38\u53d6\u51b3\u4e8e\u9879\u76ee\u7684\u9700\u6c42\u548c\u5f00\u53d1\u8005\u7684\u719f\u6089\u7a0b\u5ea6\u3002\u5982\u679c\u4f60\u6b63\u5728\u8fdb\u884c\u4e00\u4e2a\u5927\u578b\u9879\u76ee\uff0cSQLAlchemy\u53ef\u80fd\u662f\u6700\u4f73\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u529f\u80fd\u5f3a\u5927\u4e14\u7075\u6d3b\u3002\u5bf9\u4e8e\u5c0f\u578b\u9879\u76ee\uff0cDjango ORM\u6216Peewee\u5219\u53ef\u80fd\u66f4\u7b80\u6d01\u6613\u7528\u3002<\/p>\n<p><strong>\u5728\u4f7f\u7528Python ORM\u65f6\uff0c\u5982\u4f55\u6709\u6548\u7ba1\u7406\u6570\u636e\u5e93\u8fc1\u79fb\uff1f<\/strong><br \/>\u6570\u636e\u5e93\u8fc1\u79fb\u662fORM\u4f7f\u7528\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\u3002\u4f7f\u7528\u50cfAlembic\uff08\u4e0eSQLAlchemy\u4e00\u8d77\u4f7f\u7528\uff09\u6216Django\u5185\u7f6e\u7684\u8fc1\u79fb\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u8ddf\u8e2a\u548c\u7ba1\u7406\u6570\u636e\u5e93\u6a21\u5f0f\u7684\u53d8\u5316\u3002\u786e\u4fdd\u5728\u6bcf\u6b21\u5bf9\u6a21\u578b\u8fdb\u884c\u66f4\u6539\u540e\uff0c\u53ca\u65f6\u751f\u6210\u548c\u5e94\u7528\u8fc1\u79fb\uff0c\u8fd9\u6837\u53ef\u4ee5\u4fdd\u6301\u6570\u636e\u5e93\u4e0e\u4ee3\u7801\u7684\u4e00\u81f4\u6027\uff0c\u907f\u514d\u6f5c\u5728\u7684\u9519\u8bef\u3002<\/p>\n<p><strong>\u4f7f\u7528ORM\u65f6\uff0c\u5982\u4f55\u4f18\u5316\u67e5\u8be2\u6027\u80fd\u4ee5\u63d0\u9ad8\u5e94\u7528\u901f\u5ea6\uff1f<\/strong><br \/>\u4f18\u5316ORM\u67e5\u8be2\u6027\u80fd\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u5b9e\u73b0\u3002\u9996\u5148\uff0c\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u67e5\u8be2\u548c\u6570\u636e\u52a0\u8f7d\uff0c\u6bd4\u5982\u4f7f\u7528<code>select_related<\/code>\u548c<code>prefetch_related<\/code>\u6765\u51cf\u5c11\u6570\u636e\u5e93\u8bbf\u95ee\u6b21\u6570\u3002\u5176\u6b21\uff0c\u8003\u8651\u4f7f\u7528\u6570\u636e\u5e93\u7d22\u5f15\u6765\u52a0\u901f\u5e38\u7528\u67e5\u8be2\u3002\u6b64\u5916\uff0c\u5b9a\u671f\u5206\u6790\u67e5\u8be2\u6027\u80fd\uff0c\u4f7f\u7528\u5de5\u5177\u5982SQLAlchemy\u7684<code>query<\/code>\u5bf9\u8c61\u7684<code>explain<\/code>\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u74f6\u9888\u5e76\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5f00\u5934\u6bb5\u843d\uff1a\u5728Python\u4e2d\u5b9e\u73b0ORM\uff08\u5bf9\u8c61\u5173\u7cfb\u6620\u5c04\uff09\u53ef\u4ee5\u901a\u8fc7\u521b\u5efa\u7c7b\u6a21\u578b\u3001\u5b9a\u4e49\u6570\u636e\u5e93\u8fde\u63a5\u3001\u7f16\u5199\u67e5\u8be2\u63a5\u53e3\u7b49\u6b65\u9aa4\u5b9e\u73b0 [&hellip;]","protected":false},"author":3,"featured_media":987967,"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\/987959"}],"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=987959"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/987959\/revisions"}],"predecessor-version":[{"id":987969,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/987959\/revisions\/987969"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/987967"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=987959"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=987959"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=987959"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}