xiaoxia/xiaoxia-saas

feat: 封面智能选帧 — 帧质量评分（清晰度/亮度/色彩） #1759

Merged

xiaoxia merged 7 commits from feat/cover-frame-scoring into develop

2026-09-07 19:28:23 +08:00

Author	SHA1	Message	Date
saas-backend-agent	1087ec181b	fix: test_empty_frame_returns_zero 添加 cv2 可用性检测 CI/CD Pipeline / Check push changed paths (pull_request) Has been skipped Details CI/CD Pipeline / Dedup Check - skip PR tests when covered by push pipeline (pull_request) Successful in 2s Details CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 1s Details CI/CD Pipeline / Build Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Lint (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Unit Tests (pull_request) Has been skipped Details CI/CD Pipeline / PR Build Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Has been skipped Details CI/CD Pipeline / Staging E2E Tests (pull_request) Has been skipped Details CI/CD Pipeline / Staging API Integration Tests (pull_request) Has been skipped Details CI/CD Pipeline / ACR Image Cleanup (pull_request) Has been skipped Details CI/CD Pipeline / PR Build API Image (pull_request) Successful in 21s Details CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 23s Details Preview Deploy / Deploy Preview Environment (pull_request) Successful in 1m15s Details CI/CD Pipeline / Integration Tests (pull_request) Successful in 1m24s Details CI/CD Pipeline / Validate - Python (mypy + alembic) (pull_request) Successful in 1m29s Details CI/CD Pipeline / Validate - Style (pull_request) Successful in 1m50s Details PR Automation / Auto Approve on CI Green (pull_request) Successful in 3m11s Details CI/CD Pipeline / Validate - Security (pull_request) Successful in 4m17s Details AI Code Review / AI Code Review (pull_request) Successful in 6m20s Details CI/CD Pipeline / Unit Tests (pull_request) Failing after 9m11s Details CI/CD Pipeline / Build Production API Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Production Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Production Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Production (pull_request) Has been skipped Details CI/CD Pipeline / Canary Release to Production (pull_request) Has been skipped Details CI/CD Pipeline / Production Browser E2E (pull_request) Has been skipped Details CI/CD Pipeline / CI Gate (pull_request) Failing after 5s Details PR Automation / Auto Merge on CI Green + Approved (pull_request) Successful in 5m59s Details ACR Cleanup / ACR Image Cleanup (pull_request_target) Successful in 9s Details Preview Cleanup / Cleanup Preview Environment (pull_request) Successful in 45s Details	2026-09-07 18:44:32 +08:00
CI Bot	04463fbdce	style: auto-format with black + isort + prettier [skip ci-format-check] CI/CD Pipeline / Check push changed paths (pull_request) Has been skipped Details CI/CD Pipeline / Dedup Check - skip PR tests when covered by push pipeline (pull_request) Successful in 1s Details CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 2s Details CI/CD Pipeline / Frontend Lint (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Unit Tests (pull_request) Has been skipped Details CI/CD Pipeline / PR Build Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Has been skipped Details CI/CD Pipeline / Staging API Integration Tests (pull_request) Has been skipped Details CI/CD Pipeline / ACR Image Cleanup (pull_request) Has been skipped Details CI/CD Pipeline / Staging E2E Tests (pull_request) Has been skipped Details CI/CD Pipeline / PR Build API Image (pull_request) Successful in 28s Details CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 30s Details CI/CD Pipeline / Validate - Python (mypy + alembic) (pull_request) Successful in 1m38s Details Preview Deploy / Deploy Preview Environment (pull_request) Successful in 1m48s Details CI/CD Pipeline / Integration Tests (pull_request) Successful in 1m46s Details CI/CD Pipeline / Validate - Style (pull_request) Successful in 2m10s Details PR Automation / Auto Approve on CI Green (pull_request) Successful in 3m42s Details CI/CD Pipeline / Validate - Security (pull_request) Successful in 4m19s Details CI/CD Pipeline / Unit Tests (pull_request) Failing after 6m39s Details CI/CD Pipeline / Build Production API Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Production Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Production Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Production (pull_request) Has been skipped Details CI/CD Pipeline / Production Browser E2E (pull_request) Has been skipped Details CI/CD Pipeline / Canary Release to Production (pull_request) Has been skipped Details CI/CD Pipeline / CI Gate (pull_request) Failing after 4s Details AI Code Review / AI Code Review (pull_request) Successful in 6m53s Details PR Automation / Auto Merge on CI Green + Approved (pull_request) Successful in 3m9s Details	2026-09-07 10:33:42 +00:00
saas-backend-agent	fadca408d4	fix: 测试添加 cv2 可用性检测，mock 环境下 skip CI/CD Pipeline / Check push changed paths (pull_request) Has been skipped Details CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 2s Details CI/CD Pipeline / Build Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / PR Build Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Dedup Check - skip PR tests when covered by push pipeline (pull_request) Successful in 6s Details CI/CD Pipeline / Retag skipped Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Lint (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Unit Tests (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Has been skipped Details CI/CD Pipeline / Staging E2E Tests (pull_request) Has been skipped Details CI/CD Pipeline / ACR Image Cleanup (pull_request) Has been skipped Details CI/CD Pipeline / Staging API Integration Tests (pull_request) Has been skipped Details CI/CD Pipeline / PR Build API Image (pull_request) Successful in 24s Details CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 28s Details Preview Deploy / Deploy Preview Environment (pull_request) Successful in 52s Details CI/CD Pipeline / Integration Tests (pull_request) Successful in 1m26s Details CI/CD Pipeline / Validate - Python (mypy + alembic) (pull_request) Successful in 1m44s Details CI/CD Pipeline / Validate - Style (pull_request) Has been cancelled Details CI/CD Pipeline / Validate - Security (pull_request) Has been cancelled Details CI/CD Pipeline / Unit Tests (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production API Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production Web Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production Worker Image (pull_request) Has been cancelled Details CI/CD Pipeline / Deploy Production (pull_request) Has been cancelled Details CI/CD Pipeline / Production Browser E2E (pull_request) Has been cancelled Details CI/CD Pipeline / Canary Release to Production (pull_request) Has been cancelled Details CI/CD Pipeline / CI Gate (pull_request) Has been cancelled Details AI Code Review / AI Code Review (pull_request) Has been cancelled Details PR Automation / Auto Approve on CI Green (pull_request) Has been cancelled Details PR Automation / Auto Merge on CI Green + Approved (pull_request) Has been cancelled Details	2026-09-07 18:31:18 +08:00
saas-backend-agent	c6a3137949	fix: 加强 cv2 mock 检测（用 inspect.isroutine 验证） CI/CD Pipeline / Check push changed paths (pull_request) Has been skipped Details CI/CD Pipeline / Dedup Check - skip PR tests when covered by push pipeline (pull_request) Successful in 5s Details CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 5s Details CI/CD Pipeline / Build Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Lint (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Unit Tests (pull_request) Has been skipped Details CI/CD Pipeline / PR Build Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Has been skipped Details CI/CD Pipeline / Staging E2E Tests (pull_request) Has been skipped Details CI/CD Pipeline / Staging API Integration Tests (pull_request) Has been skipped Details CI/CD Pipeline / ACR Image Cleanup (pull_request) Has been skipped Details CI/CD Pipeline / Validate - Style (pull_request) Has been cancelled Details CI/CD Pipeline / Validate - Security (pull_request) Has been cancelled Details CI/CD Pipeline / Validate - Python (mypy + alembic) (pull_request) Has been cancelled Details CI/CD Pipeline / Unit Tests (pull_request) Has been cancelled Details CI/CD Pipeline / Integration Tests (pull_request) Has been cancelled Details CI/CD Pipeline / PR Build API Image (pull_request) Has been cancelled Details CI/CD Pipeline / PR Build Worker Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production API Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production Web Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production Worker Image (pull_request) Has been cancelled Details CI/CD Pipeline / Deploy Production (pull_request) Has been cancelled Details CI/CD Pipeline / Production Browser E2E (pull_request) Has been cancelled Details CI/CD Pipeline / Canary Release to Production (pull_request) Has been cancelled Details CI/CD Pipeline / CI Gate (pull_request) Has been cancelled Details AI Code Review / AI Code Review (pull_request) Has been cancelled Details PR Automation / Auto Approve on CI Green (pull_request) Has been cancelled Details PR Automation / Auto Merge on CI Green + Approved (pull_request) Has been cancelled Details Preview Deploy / Deploy Preview Environment (pull_request) Has been cancelled Details	2026-09-07 18:30:39 +08:00
saas-backend-agent	3447ab2582	fix: 修复 CI 测试失败 CI/CD Pipeline / Dedup Check - skip PR tests when covered by push pipeline (pull_request) Successful in 0s Details CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 1s Details CI/CD Pipeline / Check push changed paths (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Lint (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Unit Tests (pull_request) Has been skipped Details CI/CD Pipeline / PR Build Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Has been skipped Details CI/CD Pipeline / Staging E2E Tests (pull_request) Has been skipped Details CI/CD Pipeline / Staging API Integration Tests (pull_request) Has been skipped Details CI/CD Pipeline / ACR Image Cleanup (pull_request) Has been skipped Details CI/CD Pipeline / PR Build API Image (pull_request) Successful in 29s Details CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 30s Details CI/CD Pipeline / Validate - Style (pull_request) Has been cancelled Details CI/CD Pipeline / Validate - Security (pull_request) Has been cancelled Details CI/CD Pipeline / Validate - Python (mypy + alembic) (pull_request) Has been cancelled Details CI/CD Pipeline / Unit Tests (pull_request) Has been cancelled Details CI/CD Pipeline / Integration Tests (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production API Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production Web Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production Worker Image (pull_request) Has been cancelled Details CI/CD Pipeline / Deploy Production (pull_request) Has been cancelled Details CI/CD Pipeline / Production Browser E2E (pull_request) Has been cancelled Details CI/CD Pipeline / Canary Release to Production (pull_request) Has been cancelled Details CI/CD Pipeline / CI Gate (pull_request) Has been cancelled Details AI Code Review / AI Code Review (pull_request) Has been cancelled Details PR Automation / Auto Approve on CI Green (pull_request) Has been cancelled Details PR Automation / Auto Merge on CI Green + Approved (pull_request) Has been cancelled Details Preview Deploy / Deploy Preview Environment (pull_request) Has been cancelled Details 1. cover_frame_scorer.py: 加强 cv2/numpy 真实性检查，防止 mock 对象 2. test_generation_cover.py: 更新 max_frames 断言 1→5	2026-09-07 18:29:43 +08:00
CI Bot	37ebf42278	style: auto-format with black + isort + prettier [skip ci-format-check] CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 5s Details CI/CD Pipeline / Dedup Check - skip PR tests when covered by push pipeline (pull_request) Successful in 5s Details CI/CD Pipeline / Frontend Unit Tests (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Lint (pull_request) Has been skipped Details CI/CD Pipeline / Check push changed paths (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / PR Build Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Has been skipped Details CI/CD Pipeline / Staging E2E Tests (pull_request) Has been skipped Details CI/CD Pipeline / Staging API Integration Tests (pull_request) Has been skipped Details CI/CD Pipeline / ACR Image Cleanup (pull_request) Has been skipped Details CI/CD Pipeline / PR Build API Image (pull_request) Successful in 19s Details CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 19s Details Preview Deploy / Deploy Preview Environment (pull_request) Successful in 1m5s Details CI/CD Pipeline / Validate - Python (mypy + alembic) (pull_request) Successful in 1m30s Details CI/CD Pipeline / Integration Tests (pull_request) Successful in 1m43s Details CI/CD Pipeline / Validate - Style (pull_request) Successful in 2m0s Details PR Automation / Auto Approve on CI Green (pull_request) Successful in 2m48s Details CI/CD Pipeline / Validate - Security (pull_request) Successful in 4m41s Details CI/CD Pipeline / Unit Tests (pull_request) Failing after 6m18s Details CI/CD Pipeline / Build Production API Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Production Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Production Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Production (pull_request) Has been skipped Details CI/CD Pipeline / Production Browser E2E (pull_request) Has been skipped Details CI/CD Pipeline / Canary Release to Production (pull_request) Has been skipped Details CI/CD Pipeline / CI Gate (pull_request) Failing after 3s Details PR Automation / Auto Merge on CI Green + Approved (pull_request) Successful in 3m33s Details AI Code Review / AI Code Review (pull_request) Successful in 6m59s Details	2026-09-07 10:21:04 +00:00
saas-backend-agent	d6a2715a26	feat: 封面智能选帧 — 帧质量评分（清晰度/亮度/色彩） CI/CD Pipeline / Check push changed paths (pull_request) Has been skipped Details CI/CD Pipeline / Dedup Check - skip PR tests when covered by push pipeline (pull_request) Successful in 2s Details CI/CD Pipeline / Build Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 2s Details CI/CD Pipeline / Build Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Build Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Lint (pull_request) Has been skipped Details CI/CD Pipeline / PR Build Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Frontend Unit Tests (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging API Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Web Image (pull_request) Has been skipped Details CI/CD Pipeline / Retag skipped Staging Worker Image (pull_request) Has been skipped Details CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Has been skipped Details CI/CD Pipeline / Staging E2E Tests (pull_request) Has been skipped Details CI/CD Pipeline / Staging API Integration Tests (pull_request) Has been skipped Details CI/CD Pipeline / ACR Image Cleanup (pull_request) Has been skipped Details CI/CD Pipeline / PR Build API Image (pull_request) Successful in 29s Details Preview Deploy / Deploy Preview Environment (pull_request) Successful in 1m5s Details CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 1m46s Details CI/CD Pipeline / Validate - Python (mypy + alembic) (pull_request) Successful in 2m17s Details CI/CD Pipeline / Validate - Style (pull_request) Failing after 2m29s Details CI/CD Pipeline / Validate - Security (pull_request) Has been cancelled Details CI/CD Pipeline / Unit Tests (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production API Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production Web Image (pull_request) Has been cancelled Details CI/CD Pipeline / Build Production Worker Image (pull_request) Has been cancelled Details CI/CD Pipeline / Deploy Production (pull_request) Has been cancelled Details CI/CD Pipeline / Production Browser E2E (pull_request) Has been cancelled Details CI/CD Pipeline / Canary Release to Production (pull_request) Has been cancelled Details CI/CD Pipeline / CI Gate (pull_request) Has been cancelled Details CI/CD Pipeline / Integration Tests (pull_request) Successful in 2m29s Details AI Code Review / AI Code Review (pull_request) Has been cancelled Details PR Automation / Auto Approve on CI Green (pull_request) Has been cancelled Details PR Automation / Auto Merge on CI Green + Approved (pull_request) Has been cancelled Details P1-后端2：封面智能选帧新增 cover_frame_scorer.py： - score_frame(): 评估单帧质量 0~100 分 - 清晰度 (0~40): 拉普拉斯方差，越高越清晰 - 亮度 (0~30): 80~180 舒适区间满分 - 色彩丰富度 (0~30): RGB 三维直方图非零 bin - score_frames(): 批量评分+排序 - select_best_frame(): 选出最佳帧 - 降级策略：cv2 不可用时返回 50.0 默认分修改 thumbnail_generator.py： - extract_and_upload_cover_frames: num_frames=3→5 - 抽帧后对所有候选帧进行质量评分 - 按分数从高到低排序返回 - 统一临时文件管理（评分后清理）修改 generation_cover.py： - E1/E2 步骤 max_frames=1→5 - 新增 _select_best_frame_from_snapshots() 辅助函数 - MediaKit 抽多帧后通过质量评分选最佳修改 render_adapter.py： - 调用 extract_and_upload_cover_frames 时 num_frames=5 测试：test_cover_frame_scorer.py（18 个测试）	2026-09-07 18:18:19 +08:00