feat: HSAP platform v2 — modular navigation, quality review, audit log, world model simulation

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)

platform/as_platform/integrations/delivery_ingest.py

@@ -0,0 +1,120 @@
+"""平台送标申请审批通过后：analyze → promote 入湖。"""
+from __future__ import annotations
+
+from pathlib import Path
+from typing import Any
+
+from as_platform.data.lake import (
+    analyze_directory_candidate,
+    create_directory_candidate,
+    promote_candidate_to_inbox,
+)
+from as_platform.db.engine import session_scope
+from as_platform.db.models import BatchDelivery
+
+
+def validate_delivery_fields(
+    *,
+    project: str,
+    task: str | None,
+    mode: str | None,
+    batch_name: str,
+    data_path: str,
+) -> str | None:
+    if not project or not batch_name:
+        return "缺少 项目 或 批次名"
+    if batch_name == (task or ""):
+        return "批次名不能与任务名相同"
+    if task in ("dam", "forward") and not (mode or "").strip():
+        return f"任务 {task} 须填写 子模式"
+    path = (data_path or "").strip()
+    if not path:
+        return "须填写 数据路径"
+    p = Path(path)
+    if not p.exists():
+        return f"数据路径不存在: {path}"
+    if project == "dms" and p.name in ("train", "val", "test") and p.parent.name == "images":
+        return f"请填批次根目录（例如 {p.parent.parent}），不要填到 images/train"
+    return None
+
+
+def ingest_from_directory(
+    *,
+    project: str,
+    task: str | None,
+    mode: str | None,
+    batch_name: str,
+    data_path: str,
+    delivery_id: str | None = None,
+) -> dict[str, Any]:
+    """目录分析并 promote 到 inbox。"""
+    err = validate_delivery_fields(
+        project=project,
+        task=task,
+        mode=mode,
+        batch_name=batch_name,
+        data_path=data_path,
+    )
+    if err:
+        raise ValueError(err)
+
+    src = Path(data_path.strip())
+    task_eff = task if project == "dms" else None
+    cand = create_directory_candidate(
+        project=project,
+        task=task_eff,
+        mode=mode or None,
+        source_dir=src,
+        source_type="platform_delivery",
+        external_id=delivery_id,
+    )
+    cid = cand["id"]
+    analyze_directory_candidate(cid, src)
+    promo = promote_candidate_to_inbox(cid, batch=batch_name, mode=mode or None)
+    return {
+        "ok": True,
+        "candidate_id": cid,
+        "inbox_path": promo.get("inbox_path") or "",
+        "batch": promo.get("batch") or batch_name,
+    }
+
+
+def run_delivery_ingest(delivery_id: str) -> dict[str, Any]:
+    with session_scope() as db:
+        rec = db.get(BatchDelivery, delivery_id)
+        if not rec:
+            raise ValueError(f"送标申请不存在: {delivery_id}")
+        rec.status = "ingesting"
+        rec.error_message = None
+        db.flush()
+        project = rec.project
+        task = rec.task
+        mode = rec.mode
+        batch_name = rec.batch_name
+        data_path = rec.data_path
+
+    try:
+        result = ingest_from_directory(
+            project=project,
+            task=task,
+            mode=mode,
+            batch_name=batch_name,
+            data_path=data_path,
+            delivery_id=delivery_id,
+        )
+    except Exception as e:
+        from as_platform.deliveries.service import mark_delivery_ingest_failed
+
+        mark_delivery_ingest_failed(delivery_id, None, str(e))
+        raise
+
+    with session_scope() as db:
+        rec = db.get(BatchDelivery, delivery_id)
+        if rec:
+            rec.status = "in_lake"
+            rec.candidate_id = result.get("candidate_id")
+            rec.inbox_path = result.get("inbox_path")
+            rec.error_message = None
+            db.flush()
+
+    return result