feat: phase 5 industrial grade hardening (ABI safety, security whitelisting, V2 metadata)

main.py

@@ -139,6 +139,17 @@ def show_home():
         </div>
     """, unsafe_allow_html=True)
     
+    # 环境诊断与建议 (Phase 5)
+    from src.env_detect import get_actionable_suggestions
+    suggestions = get_actionable_suggestions()
+    if suggestions:
+        st.error("⚠️ 检测到环境瓶颈")
+        for sug in suggestions:
+            with st.expander(f"🛠️ {sug['target']} - {sug['reason']}"):
+                st.code(sug['fix'], language="bash")
+    else:
+        st.success("✨ 系统环境全量兼容 (v2.0.4)")
+
     col1, col2 = st.columns(2)
     with col1:
         st.subheader("🚀 核心能力")
@@ -355,7 +366,14 @@ def show_scheduling():
         
         if uploaded_file and st.session_state.pipeline:
             data = np.load(uploaded_file)
-            wsd = WaterSoundData(raw_data=data, sample_rate=float(sample_rate))
+            wsd = WaterSoundData(
+                raw_data=data, 
+                sample_rate=float(sample_rate),
+                sample_rate_unit="Hz",
+                channel_layout="time_first",
+                coordinate_system="WGS84",
+                collect_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+            )
             
             # 自动映射 (Phase 2 简化版：直接使用元数据中的映射)
             scheduler = CoreScheduler()
@@ -410,7 +428,7 @@ def show_scheduling():
                         in_map,
                         out_map,
                         preprocessing=preprocessing,
-                        requirements=algo.get("inputs") or {},
+                        requirements=algo.get("inputs") or {}, # 包含 argtypes/restype 如果在 JSON 中定义
                         output_specs=algo.get("outputs") or {},
                     )
                 elif algo_type == "matlab":
@@ -478,7 +496,14 @@ def show_sea_trial():
     
     if uploaded_file:
         data = np.load(uploaded_file)
-        wsd = WaterSoundData(raw_data=data, sample_rate=float(sample_rate))
+        wsd = WaterSoundData(
+            raw_data=data, 
+            sample_rate=float(sample_rate),
+            sample_rate_unit="Hz",
+            channel_layout="time_first",
+            coordinate_system="WGS84",
+            collect_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        )
         
         # 预设模板执行
         if st.button("开始一键巡检"):