saas-backend-agent
827d8aafe5
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1. 素材分配顺序随机打乱 - segments 处理顺序通过 random.shuffle 随机化 - clips_data 最终按原始 segment order 排序返回 - 打乱的是分配顺序，不影响播放顺序 2. MediaKit SceneChange 智能选帧 - mediakit_client.py 新增 detect_scene_changes 方法 - SceneChange 优先，失败降级到 TimeInterval（5秒间隔） - 后台任务 _update_mediakit_recommendations_async 改用 SceneChange - 各片段优先从不同镜头段选取起始时间 - analyze_videos 保留为 fallback - 所有降级路径：MediaKit不可用/SceneChange失败 → 保持随机start_time 3. 测试 - 新增 tests/unit/test_scene_change_shuffle.py (12个测试用例) - 更新 test_editor_clips_random_start.py 适配 shuffle 逻辑 - 全部 108 个相关测试通过 - ruff check 通过