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1. 批量预加载素材(assets_map)消除N+1查询 2. 按asset_id预分组片段时间段消除O(N^2)嵌套循环 3. 逐个update_clip+try/catch，单点失败不影响其他片段 4. 成功一个立即commit，避免全量回滚丢失已更新数据
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