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- record_used_segments 读取 AssetModel 加 with_for_update() 行级锁， 序列化并发事务对 classification_result 的读-改-写，杜绝区间记录丢失更新 （SQLite 下 with_for_update 为 no-op） - 批量生成：变体 plan 克隆前置到任务创建之前，全部成功才建任务（无脏数据）； 克隆含 1 次重试抗 DB 抖动，仍失败则 500 中断，不再静默退回共用源 plan - 预览生成：克隆失败标记任务 failed 并返回 500，不再退回原 plan （两条修复共同保证批量/多预览视频内容不重复的业务约束） - 测试：FakeSession 支持 with_for_update；预览相关测试 mock EditPlanService 或显式置空 source_edit_plan_id；zip 加 strict（B905）
xiaoxia-saas API
结构
app/core/：配置与基础能力app/api/：路由组织app/schemas/：请求响应模型app/dependencies.py：依赖注入入口main.py：FastAPI 启动入口
当前可用接口
GET /api/healthGET /api/projects?workspace_id=...POST /api/projects