- 将 server/, src/, scripts/, test/ 等目录移动到 backend/ 目录下 - 使用 git rename 保留文件历史记录 - 更新 docker-compose.yml 和 api.Dockerfile 配置 WIP: 项目结构重构进行中
572 lines
20 KiB
Python
572 lines
20 KiB
Python
"""
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数据库迁移系统
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"""
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import os
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import shutil
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import sqlite3
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from pathlib import Path
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from yuxi.utils import logger
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from yuxi.utils.datetime_utils import shanghai_now
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class DatabaseMigrator:
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"""数据库迁移器"""
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def __init__(self, db_path: str):
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self.db_path = db_path
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self.backup_dir = os.path.join(os.path.dirname(db_path), "backups")
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self.migration_version_key = "migration_version"
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def ensure_backup_dir(self):
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"""确保备份目录存在"""
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Path(self.backup_dir).mkdir(parents=True, exist_ok=True)
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def backup_database(self) -> str:
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"""备份数据库文件"""
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if not os.path.exists(self.db_path):
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logger.info("数据库文件不存在,无需备份")
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return ""
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self.ensure_backup_dir()
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timestamp = shanghai_now().strftime("%Y%m%d_%H%M%S")
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backup_filename = f"server_backup_{timestamp}.db"
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backup_path = os.path.join(self.backup_dir, backup_filename)
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try:
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shutil.copy2(self.db_path, backup_path)
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logger.info(f"数据库已备份到: {backup_path}")
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return backup_path
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except Exception as e:
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logger.error(f"数据库备份失败: {e}")
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raise
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def get_current_version(self) -> int:
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"""获取当前数据库版本"""
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if not os.path.exists(self.db_path):
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return 0
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try:
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conn = sqlite3.connect(self.db_path)
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cursor = conn.cursor()
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# 检查版本表是否存在
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cursor.execute("""
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SELECT name FROM sqlite_master
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WHERE type='table' AND name='migration_versions' """)
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if not cursor.fetchone():
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# 版本表不存在,检查是否为旧版本数据库
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cursor.execute("""
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SELECT name FROM sqlite_master
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WHERE type='table' AND name='users'
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""")
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if cursor.fetchone():
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# 用户表存在但版本表不存在,说明是旧版本
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return 0
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else:
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# 全新数据库
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return 0
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# 获取当前版本
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cursor.execute("SELECT version FROM migration_versions ORDER BY version DESC LIMIT 1")
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result = cursor.fetchone()
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return result[0] if result else 0
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except Exception as e:
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logger.error(f"获取数据库版本失败: {e}")
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return 0
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finally:
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if "conn" in locals():
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conn.close()
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def set_version(self, version: int):
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"""设置数据库版本"""
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try:
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conn = sqlite3.connect(self.db_path)
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cursor = conn.cursor()
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# 创建版本表
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cursor.execute("""
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CREATE TABLE IF NOT EXISTS migration_versions (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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version INTEGER NOT NULL,
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applied_at DATETIME DEFAULT CURRENT_TIMESTAMP,
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description TEXT
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)
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""")
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# 插入版本记录
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cursor.execute(
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"""
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INSERT INTO migration_versions (version, description)
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VALUES (?, ?)
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""",
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(version, f"Migration to version {version}"),
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)
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conn.commit()
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logger.info(f"数据库版本设置为: {version}")
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except Exception as e:
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logger.error(f"设置数据库版本失败: {e}")
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raise
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finally:
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if "conn" in locals():
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conn.close()
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def execute_migration(self, version: int, description: str, sql_commands: list[str]):
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"""执行迁移"""
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logger.info(f"执行迁移 v{version}: {description}")
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try:
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conn = sqlite3.connect(self.db_path)
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cursor = conn.cursor()
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# 执行迁移SQL命令
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for sql in sql_commands:
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if sql.strip(): # 跳过空命令
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logger.info(f"执行SQL: {sql}")
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cursor.execute(sql)
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conn.commit()
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logger.info(f"迁移 v{version} 执行成功")
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except Exception as e:
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logger.error(f"迁移 v{version} 执行失败: {e}")
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raise
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finally:
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if "conn" in locals():
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conn.close()
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def check_column_exists(self, table_name: str, column_name: str) -> bool:
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"""检查列是否存在"""
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try:
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conn = sqlite3.connect(self.db_path)
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cursor = conn.cursor()
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cursor.execute(f"PRAGMA table_info({table_name})")
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columns = [column[1] for column in cursor.fetchall()]
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return column_name in columns
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except Exception:
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return False
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finally:
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if "conn" in locals():
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conn.close()
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def check_table_exists(self, table_name: str) -> bool:
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"""检查表是否存在"""
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try:
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conn = sqlite3.connect(self.db_path)
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cursor = conn.cursor()
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cursor.execute(
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"""
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SELECT name FROM sqlite_master
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WHERE type='table' AND name=?
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""",
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(table_name,),
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)
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return cursor.fetchone() is not None
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except Exception:
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return False
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finally:
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if "conn" in locals():
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conn.close()
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def run_migrations(self):
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"""运行所有待执行的迁移"""
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current_version = self.get_current_version()
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latest_version = self.get_latest_migration_version()
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# 如果数据库已存在但没有版本表,创建版本表并设置为最新版本
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if current_version == 0 and latest_version > 0 and os.path.exists(self.db_path):
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# 检查users表是否已有新字段,如果有,说明是通过SQLAlchemy创建的
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required_columns = [
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"login_failed_count",
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"last_failed_login",
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"login_locked_until",
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"is_deleted",
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"deleted_at",
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]
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if all(self.check_column_exists("users", column) for column in required_columns):
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# 字段已存在,直接设置为最新版本
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logger.info(f"检测到现有数据库已包含最新字段,设置版本为 v{latest_version}")
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self.set_version(latest_version)
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return
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if current_version >= latest_version:
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logger.info(f"数据库已是最新版本 v{current_version}")
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return
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logger.info(f"开始数据库迁移: v{current_version} -> v{latest_version}")
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# 备份数据库
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backup_path = self.backup_database()
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try:
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# 执行迁移
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migrations = self.get_migrations()
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has_executed_migrations = False
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for version, description, sql_commands in migrations:
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if version > current_version:
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if sql_commands: # 只有当有SQL命令时才执行迁移
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self.execute_migration(version, description, sql_commands)
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has_executed_migrations = True
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else:
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logger.info(f"迁移 v{version}: {description} - 无需执行,字段已存在")
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# 无论是否有SQL命令,都设置版本
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self.set_version(version)
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if has_executed_migrations:
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logger.info("数据库迁移完成")
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else:
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logger.info("数据库结构已是最新,仅更新版本记录")
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except Exception as e:
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logger.error(f"数据库迁移失败: {e}")
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if backup_path and os.path.exists(backup_path):
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logger.info(f"尝试从备份恢复: {backup_path}")
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try:
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shutil.copy2(backup_path, self.db_path)
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logger.info("数据库已从备份恢复")
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except Exception as restore_error:
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logger.error(f"数据库恢复失败: {restore_error}")
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raise
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def get_latest_migration_version(self) -> int:
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"""获取最新迁移版本号"""
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migrations = self.get_migrations()
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return max((version for version, _, _ in migrations), default=0)
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def get_migrations(self) -> list[tuple[int, str, list[str]]]:
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"""获取所有迁移定义
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返回格式: [(version, description, [sql_commands])]
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"""
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migrations = []
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# 迁移 v1: 为 users 表添加登录失败限制字段
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# 使用条件检查来避免重复添加字段
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v1_commands = []
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# 检查并添加 login_failed_count 字段
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if not self.check_column_exists("users", "login_failed_count"):
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v1_commands.append("ALTER TABLE users ADD COLUMN login_failed_count INTEGER NOT NULL DEFAULT 0")
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# 检查并添加 last_failed_login 字段
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if not self.check_column_exists("users", "last_failed_login"):
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v1_commands.append("ALTER TABLE users ADD COLUMN last_failed_login DATETIME")
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# 检查并添加 login_locked_until 字段
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if not self.check_column_exists("users", "login_locked_until"):
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v1_commands.append("ALTER TABLE users ADD COLUMN login_locked_until DATETIME")
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migrations.append((1, "为用户表添加登录失败限制字段", v1_commands))
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# 迁移 v2: 为 users 表添加软删除字段
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v2_commands: list[str] = []
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if not self.check_column_exists("users", "is_deleted"):
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v2_commands.append("ALTER TABLE users ADD COLUMN is_deleted INTEGER NOT NULL DEFAULT 0")
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if not self.check_column_exists("users", "deleted_at"):
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v2_commands.append("ALTER TABLE users ADD COLUMN deleted_at DATETIME")
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migrations.append((2, "为用户表添加软删除字段", v2_commands))
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# 迁移 v3: 为 messages 表添加多模态图片支持
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v3_commands: list[str] = []
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if not self.check_column_exists("messages", "image_content"):
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v3_commands.append("ALTER TABLE messages ADD COLUMN image_content TEXT")
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migrations.append((3, "为消息表添加多模态图片支持字段", v3_commands))
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# 迁移 v4: 添加部门功能
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v4_commands: list[str] = []
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# 检查 departments 表是否存在
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if not self.check_table_exists("departments"):
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v4_commands.append("""
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CREATE TABLE departments (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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name VARCHAR(50) NOT NULL UNIQUE,
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description VARCHAR(255),
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created_at DATETIME DEFAULT CURRENT_TIMESTAMP
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)
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""")
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v4_commands.append("CREATE INDEX idx_departments_name ON departments(name)")
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# 检查 users 表是否有 department_id 字段
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if not self.check_column_exists("users", "department_id"):
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v4_commands.append("ALTER TABLE users ADD COLUMN department_id INTEGER REFERENCES departments(id)")
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v4_commands.append("CREATE INDEX idx_users_department_id ON users(department_id)")
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migrations.append((4, "添加部门功能", v4_commands))
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# 迁移 v5: 补全知识库/评估相关表字段(为历史数据库增加新增列)
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v5_commands: list[str] = []
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# knowledge_bases
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if self.check_table_exists("knowledge_bases"):
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kb_columns = {
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"embed_info": "JSON",
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"llm_info": "JSON",
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"query_params": "JSON",
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"additional_params": "JSON",
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"share_config": "JSON",
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"mindmap": "JSON",
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"sample_questions": "JSON",
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"updated_at": "DATETIME",
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}
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for col, col_type in kb_columns.items():
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if not self.check_column_exists("knowledge_bases", col):
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v5_commands.append(f"ALTER TABLE knowledge_bases ADD COLUMN {col} {col_type}")
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# knowledge_files
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if self.check_table_exists("knowledge_files"):
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kf_columns = {
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"parent_id": "VARCHAR(64)",
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"original_filename": "VARCHAR(512)",
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"file_type": "VARCHAR(64)",
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"path": "VARCHAR(1024)",
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"minio_url": "VARCHAR(1024)",
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"markdown_file": "VARCHAR(1024)",
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"status": "VARCHAR(32) DEFAULT 'uploaded'",
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"content_hash": "VARCHAR(128)",
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"file_size": "BIGINT",
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"content_type": "VARCHAR(64)",
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"processing_params": "JSON",
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"is_folder": "INTEGER NOT NULL DEFAULT 0",
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"error_message": "TEXT",
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"created_by": "VARCHAR(64)",
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"updated_by": "VARCHAR(64)",
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"updated_at": "DATETIME",
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}
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for col, col_type in kf_columns.items():
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if not self.check_column_exists("knowledge_files", col):
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v5_commands.append(f"ALTER TABLE knowledge_files ADD COLUMN {col} {col_type}")
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# evaluation_benchmarks
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if self.check_table_exists("evaluation_benchmarks"):
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eb_columns = {
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"data_file_path": "VARCHAR(1024)",
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"created_by": "VARCHAR(64)",
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"updated_at": "DATETIME",
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}
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for col, col_type in eb_columns.items():
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if not self.check_column_exists("evaluation_benchmarks", col):
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v5_commands.append(f"ALTER TABLE evaluation_benchmarks ADD COLUMN {col} {col_type}")
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# evaluation_results
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if self.check_table_exists("evaluation_results"):
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er_columns = {
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"retrieval_config": "JSON",
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"metrics": "JSON",
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"overall_score": "FLOAT",
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"total_questions": "INTEGER NOT NULL DEFAULT 0",
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"completed_questions": "INTEGER NOT NULL DEFAULT 0",
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"started_at": "DATETIME",
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"completed_at": "DATETIME",
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"created_by": "VARCHAR(64)",
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}
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for col, col_type in er_columns.items():
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if not self.check_column_exists("evaluation_results", col):
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v5_commands.append(f"ALTER TABLE evaluation_results ADD COLUMN {col} {col_type}")
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# evaluation_result_details
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if self.check_table_exists("evaluation_result_details"):
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erd_columns = {
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"gold_chunk_ids": "JSON",
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"gold_answer": "TEXT",
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"generated_answer": "TEXT",
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"retrieved_chunks": "JSON",
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"metrics": "JSON",
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}
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for col, col_type in erd_columns.items():
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if not self.check_column_exists("evaluation_result_details", col):
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v5_commands.append(f"ALTER TABLE evaluation_result_details ADD COLUMN {col} {col_type}")
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migrations.append((5, "补全知识库与评估相关表字段", v5_commands))
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# 未来的迁移可以在这里添加
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# migrations.append((
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# 2,
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# "添加新功能相关表",
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# [
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# "CREATE TABLE new_feature (...)",
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# "ALTER TABLE existing_table ADD COLUMN new_field ..."
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# ]
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# ))
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return migrations
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def validate_database_schema(db_path: str) -> tuple[bool, list[str]]:
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"""验证数据库结构是否符合当前模型
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Returns:
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tuple: (是否符合, 缺失的字段列表)
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"""
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if not os.path.exists(db_path):
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return False, ["数据库文件不存在"]
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missing_fields = []
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try:
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conn = sqlite3.connect(db_path)
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cursor = conn.cursor()
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# 检查users表必需字段
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required_fields = {
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"users": [
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"id",
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"username",
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"user_id",
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"phone_number",
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"avatar",
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"password_hash",
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"role",
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"created_at",
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"last_login",
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"login_failed_count",
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"last_failed_login",
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"login_locked_until",
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"is_deleted",
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"deleted_at",
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],
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"operation_logs": ["id", "user_id", "operation", "details", "ip_address", "timestamp"],
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"messages": [
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"id",
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"conversation_id",
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"role",
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"content",
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"message_type",
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"created_at",
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"token_count",
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"extra_metadata",
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"image_content",
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],
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"knowledge_bases": [
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"id",
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"db_id",
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"name",
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"kb_type",
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"query_params",
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"additional_params",
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"share_config",
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"mindmap",
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"sample_questions",
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"created_at",
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"updated_at",
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],
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"knowledge_files": [
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"id",
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"file_id",
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"db_id",
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"filename",
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"file_type",
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"status",
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"is_folder",
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"created_at",
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"updated_at",
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],
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"evaluation_benchmarks": [
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"id",
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"benchmark_id",
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"db_id",
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"name",
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"question_count",
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"has_gold_chunks",
|
||
"has_gold_answers",
|
||
"data_file_path",
|
||
"created_at",
|
||
"updated_at",
|
||
],
|
||
"evaluation_results": [
|
||
"id",
|
||
"task_id",
|
||
"db_id",
|
||
"benchmark_id",
|
||
"status",
|
||
"retrieval_config",
|
||
"metrics",
|
||
"overall_score",
|
||
"total_questions",
|
||
"completed_questions",
|
||
"started_at",
|
||
"completed_at",
|
||
],
|
||
"evaluation_result_details": [
|
||
"id",
|
||
"task_id",
|
||
"query_index",
|
||
"query_text",
|
||
"gold_chunk_ids",
|
||
"gold_answer",
|
||
"generated_answer",
|
||
"retrieved_chunks",
|
||
"metrics",
|
||
],
|
||
}
|
||
|
||
for table_name, fields in required_fields.items():
|
||
# 检查表是否存在
|
||
cursor.execute(
|
||
"""
|
||
SELECT name FROM sqlite_master
|
||
WHERE type='table' AND name=?
|
||
""",
|
||
(table_name,),
|
||
)
|
||
|
||
if not cursor.fetchone():
|
||
missing_fields.append(f"表 {table_name} 不存在")
|
||
continue
|
||
|
||
# 检查字段是否存在
|
||
cursor.execute(f"PRAGMA table_info({table_name})")
|
||
existing_columns = [column[1] for column in cursor.fetchall()]
|
||
|
||
for field in fields:
|
||
if field not in existing_columns:
|
||
missing_fields.append(f"表 {table_name} 缺少字段 {field}")
|
||
|
||
return len(missing_fields) == 0, missing_fields
|
||
|
||
except Exception as e:
|
||
logger.error(f"验证数据库结构失败: {e}")
|
||
return False, [f"验证失败: {str(e)}"]
|
||
finally:
|
||
if "conn" in locals():
|
||
conn.close()
|
||
|
||
|
||
def check_and_migrate(db_path: str):
|
||
"""检查并执行数据库迁移"""
|
||
# 先验证数据库结构
|
||
is_valid, issues = validate_database_schema(db_path)
|
||
|
||
if not is_valid:
|
||
logger.warning("数据库结构不符合当前设计:")
|
||
for issue in issues:
|
||
logger.warning(f" - {issue}")
|
||
|
||
if os.path.exists(db_path):
|
||
logger.info("建议运行迁移脚本: docker exec api-dev python /app/scripts/migrate_user_soft_delete.py")
|
||
|
||
migrator = DatabaseMigrator(db_path)
|
||
|
||
try:
|
||
migrator.run_migrations()
|
||
return True
|
||
except Exception as e:
|
||
logger.error(f"数据库迁移过程中发生错误: {e}")
|
||
return False
|