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/web/src/modules/models/pages/TrainingSubmitPage.tsx

@@ -0,0 +1,95 @@
+import React, { useState } from "react";
+import { Link } from "react-router-dom";
+import { hsapApi } from "@/app/hsap-api";
+import { Button } from "@/components/ui/Button";
+
+const ACTION_LABELS: Record<string, string> = {
+  train_dms: "DMS 训练", train_lane: "Lane 训练",
+  eval_dms: "DMS 评估", eval_lane: "Lane 评估",
+  promote_dms: "DMS 晋级", promote_lane: "Lane 晋级",
+  pipeline_dms: "DMS 全流程",
+};
+
+export const TrainingSubmitPage: React.FC = () => {
+  const [action, setAction] = useState("train_dms");
+  const [project, setProject] = useState("dms");
+  const [task, setTask] = useState("");
+  const [pack, setPack] = useState("");
+  const [note, setNote] = useState("");
+  const [submitting, setSubmitting] = useState(false);
+  const [result, setResult] = useState<Record<string, unknown> | null>(null);
+  const [error, setError] = useState<string | null>(null);
+  const [errors, setErrors] = useState<Record<string, string>>({});
+
+  const validate = (): boolean => {
+    const e: Record<string, string> = {};
+    if (!task.trim()) e.task = "请输入任务名称";
+    if (["train_dms", "train_lane", "eval_dms", "eval_lane"].includes(action) && !pack.trim()) e.pack = "请输入数据包名称";
+    setErrors(e);
+    return Object.keys(e).length === 0;
+  };
+
+  const handleSubmit = async () => {
+    if (!validate()) return;
+    setSubmitting(true);
+    setError(null);
+    setResult(null);
+    try {
+      const res = await hsapApi.createTrainingRecord(action, { project, task: task.trim(), pack: pack.trim() }, note.trim() || undefined) as Record<string, unknown>;
+      setResult(res);
+    } catch (e) {
+      setError(String(e));
+    }
+    setSubmitting(false);
+  };
+
+  return (
+    <div className="page-container">
+      <div className="page-header">
+        <h1>训练提交</h1>
+        <p>提交训练/评估任务，进入审核队列</p>
+      </div>
+
+      <div className="card max-w-lg">
+        <div className="form-group">
+          <label className="form-label">操作类型 *</label>
+          <select className="form-input" value={action} onChange={(e) => { setAction(e.target.value); setErrors({}); }}>
+            {Object.entries(ACTION_LABELS).map(([k, v]) => <option key={k} value={k}>{k} — {v}</option>)}
+          </select>
+        </div>
+        <div className="form-group">
+          <label className="form-label">项目 *</label>
+          <select className="form-input" value={project} onChange={(e) => setProject(e.target.value)}>
+            <option value="dms">DMS</option>
+            <option value="lane">Lane</option>
+          </select>
+        </div>
+        <div className="form-group">
+          <label className="form-label">任务 *</label>
+          <input className={`form-input ${errors.task ? "border-red-500" : ""}`} value={task} onChange={(e) => { setTask(e.target.value); setErrors((p) => ({ ...p, task: "" })); }} placeholder="如 ddaw, dam, lane_v1" />
+          {errors.task && <p className="text-red-500 text-xs mt-1">{errors.task}</p>}
+        </div>
+        <div className="form-group">
+          <label className="form-label">数据包</label>
+          <input className={`form-input ${errors.pack ? "border-red-500" : ""}`} value={pack} onChange={(e) => { setPack(e.target.value); setErrors((p) => ({ ...p, pack: "" })); }} placeholder="如 dms_v1" />
+          {errors.pack && <p className="text-red-500 text-xs mt-1">{errors.pack}</p>}
+        </div>
+        <div className="form-group">
+          <label className="form-label">备注</label>
+          <textarea className="form-input" value={note} onChange={(e) => setNote(e.target.value)} placeholder="可选备注信息" rows={3} />
+        </div>
+
+        {error && <div className="bg-red-50 border border-red-200 rounded p-3 mb-3 text-sm text-red-700">{error}</div>}
+        {result && (
+          <div className="bg-green-50 border border-green-200 rounded p-3 mb-3">
+            <p className="text-green-700 text-sm font-medium">提交成功！</p>
+            <p className="text-xs text-gray-500 mt-1">Job ID: {result.id as string}</p>
+            <Link to="/models/training/records" className="text-blue-600 text-xs hover:underline mt-1 inline-block">查看训练记录 →</Link>
+          </div>
+        )}
+
+        <Button variant="primary" onClick={handleSubmit} loading={submitting}>提交审核</Button>
+      </div>
+    </div>
+  );
+};