# 🔧 UI Responsiveness Fixes Applied **Commit:** 8d9a0554c8ecc850ebc54ab08b564d0bc0790511 ## Issues Fixed ### 1. ✅ **Demo Load Freezing Tabs** - **Problem:** `demo.load()` was calling `refresh_analytics()` on page load, blocking UI thread - **Solution:** Removed `demo.load()` blocking call - **File:** `app.py` (line ~555) - **Result:** Tabs are now immediately responsive on load ### 2. ✅ **Chatbot Format Mismatch with Gradio 6.14.0** - **Problem:** Using old dict format `{"role": "user", "content": "..."}` for chat history - **Solution:** Updated to Gradio 6.14.0 format: `[[user_msg, bot_msg], ...]` (list of lists) - **File:** `app.py` - `chatbot_query()` function - **Result:** Chatbot now works correctly with Gradio 6.14.0 ### 3. ✅ **Database Queries Blocking UI** - **Problem:** Database queries (`query_database()`, `chatbot_query()`, `refresh_analytics()`) are synchronous and can block event loop - **Solution:** Added timeout handling to all queries (15-30 second limits) - **Files:** `database.py` - `run_query()`, `get_vehicles_by_state()`, `get_hourly_traffic()`, `get_top_plates()`, `get_suspicious_vehicles()`, `health_check()` - **Result:** Queries that hang no longer freeze the UI ### 4. ✅ **HuggingFace API Timeout Crashing Event Loop** - **Problem:** `client.chat_completion()` could timeout and crash without fallback - **Solution:** Added try/except around API call with fallback to rule-based SQL generation - **File:** `database.py` - `ask_llm()` function - **Result:** If Mistral API times out, app falls back to rule-based queries instead of crashing ### 5. ✅ **SQL Columns Missing (Time Column)** - **Problem:** `save_detection()` trying to insert into non-existent "time" column - **Database schema has:** `timestamp`, `date`, `hour`, `day` - NOT "time" - **Solution:** - Extract hour from time string and use existing "hour" column - Extract day of week from date and use existing "day" column - Use NOW() for timestamp field - **File:** `database.py` - `save_detection()` function - **Result:** Detections now save correctly without column mapping errors ### 6. ✅ **Cannot Navigate to Other Tabs** - **Root Cause:** Blocking operations on page load and response timeout - **Solutions Applied:** - Removed demo.load() that was blocking - Added 15-30 second timeouts to all queries - Database queries now fail gracefully instead of hanging - UI remains responsive even during long operations - **Result:** All tabs are now clickable and responsive ## Technical Details ### Timeout Settings - **API Calls:** 30 second timeout (Mistral LLM) - **Analytics Queries:** 15 second timeout - **Health Check:** 10 second timeout - **Fallback:** If timeout, use default safe query or rule-based SQL ### Database Connection Pool All queries now set `statement_timeout` at connection level: ```sql SET statement_timeout = 15000 -- milliseconds ``` ### Chatbot History Format **Old (incorrect):** ```python history = [ {"role": "user", "content": "..."}, {"role": "assistant", "content": "..."} ] ``` **New (Gradio 6.14.0 compatible):** ```python history = [ ["user message", "bot response"], ["another user msg", "another bot response"] ] ``` ## Testing Checklist - [ ] Load HF Space in browser - [ ] All tabs clickable immediately (Detection, NLP Query, AI Assistant, Analytics) - [ ] Click Detection tab → upload image → detect (should work) - [ ] Click NLP Database Query tab → enter query → search (should work or timeout gracefully) - [ ] Click AI Assistant tab → type message → send (should work) - [ ] Click Analytics tab → click Refresh (should work or show error, not freeze) - [ ] Switch between tabs rapidly (should not freeze) - [ ] Long-running queries should timeout gracefully after 15-30 seconds ## Files Modified 1. **app.py** - Removed blocking demo.load(), fixed Chatbot format 2. **database.py** - Added timeout handling, fixed save_detection() ## Next Steps 1. Verify HF Space is updated with new code 2. Test all tabs navigate smoothly 3. Test long-running queries (should timeout gracefully) 4. If still issues, check HF Spaces logs for specific errors