Chengfang Lu
e72bc061c5
Major changes: - New frontend (platform/web/): Vite + React 18 + TypeScript + Tailwind - 4-module navigation: 数据送标 / 模型管理 / 车队管理 / 系统管理 - Data catalog with charts (DMS/ADAS/Lane 3-tab view) - Quality review workflow (标注质检): Good/Fine/Bad scoring with auto-advance - Audit enhancements: batch operations, rejection categories, Feishu notifications - Operation audit log (操作日志) - World model simulation studio (仿真工坊) - Dataset version management with snapshots and diff - ADAS 7-class dataset integration (138K images organized + compressed) - User management with Feishu integration and pagination - CRUD/search/filter on all pages, card layout redesign - PIL-optimized image overlay rendering - Auto-snapshot on build, in_review workflow stage - Removed embedded algorithm code (now in workspace)
2.2 KiB
2.2 KiB
数据入湖清单 vs HSAP 实现差距
对照 DATA_LAKE_CHECKLIST.md 阶段 A～E 与当前 as_platform 能力。
| 阶段 | 清单要求 | HSAP 现状 | 差距 |
|---|---|---|---|
| A 上传接入 | zip/目录上传、进度、candidate_id | POST /api/v1/data/upload/file、DatasetCandidate 表；analyzed 后可 POST .../promote-inbox |
无统一 lake/staging/ 路径约定；进度条依赖前端 upload |
| A | staging 区隔离 | 候选写入 DB + 磁盘路径 | 未强制 lake/staging/<project>/<candidate_id>/ 目录规范 |
| B 自动分析 | 上传后异步 quality worker | inspect-upload、部分 catalog 刷新 |
无独立 QualityWorker Job；DMS/Lane 报告未统一落 quality.json |
| B | DMS/Lane 指标 | Catalog、catalogDms、validate 脚本 |
Catalog 已展示采样指标（条/饼/竖柱/雷达/划分柱/散点/密度）；非上传触发全自动 |
| C 审核流 | 自动提交审核单 | approvals、submit API |
已有；与送标 register 联动 |
| C | 通过/驳回规范 | approve/reject |
已有 |
| D 版本入湖 | 审核后晋级 curated | ingest_incremental、register_batch stage |
主路径在 ml.py/as.py，非 candidate→lake 闸门 |
| D | catalog 索引更新 | GET /catalog refresh |
已有 |
| E 运维安全 | 失败可读、重试 | Job 队列、approval 备注 | 部分；上传重试靠前端 |
已有可复用组件
- 数据候选：
platform/as_platform/db/models.py→DatasetCandidate - 上传 API：
server.py→upload/file、inspect-upload - 审核：
audit/queue.py、/api/v1/approvals/* - 入湖 CLI：
as.py build/add+ingest_incremental.py
建议下一里程碑（未在本汇总 plan 全量实现）
- 统一 staging 根目录与环境变量
AS_LAKE_STAGING_ROOT - 上传完成 → 入队
quality_analyzeJob → 写quality.json - 审核通过后调用现有
ingest_incremental并更新batch.metastage
验收脚本
bash HSAP/scripts/smoke_manifest_alignment.sh
bash HSAP/scripts/smoke_platform_api.sh
curl -sS -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8787/api/v1/pending/gates