# Dashboard Unicode Fix & Account Balance Enhancement Summary ## Issues Fixed ### 1. Unicode Encoding Errors **Problem**: Windows console (cp1252) couldn't display Unicode emoji characters in logging output, causing `UnicodeEncodeError`. **Files Fixed**: - `core/data_provider.py` - `web/scalping_dashboard.py` **Changes Made**: - Replaced `✅` with `OK:` - Replaced `❌` with `FAIL:` - Replaced `⏭️` with `SKIP:` - Replaced `✗` with `FAIL:` ### 2. Missing Import Error **Problem**: `NameError: name 'deque' is not defined` in dashboard initialization. **Fix**: Added missing import `from collections import deque` to `web/scalping_dashboard.py`. ### 3. Syntax/Indentation Errors **Problem**: Indentation issues in the dashboard file causing syntax errors. **Fix**: Corrected indentation in the universal data format validation section. ## Enhancements Added ### 1. Enhanced Account Balance Display **New Features**: - Current balance display: `$100.00` - Account change tracking: `Change: $+5.23 (+5.2%)` - Real-time balance updates with color coding - Percentage change calculation from starting balance **Implementation**: - Added `account-details` component to layout - Enhanced callback to calculate balance changes - Added account details to callback outputs - Updated `_get_last_known_state` method ### 2. Color-Coded Position Display **Enhanced Features**: - GREEN text for LONG positions: `[LONG] 0.1 @ $2558.15 | P&L: $+12.50` - RED text for SHORT positions: `[SHORT] 0.1 @ $2558.15 | P&L: $-8.75` - Real-time unrealized P&L calculation - Position size and entry price display ### 3. Session-Based Trading Metrics **Features**: - Session ID tracking - Starting balance: $100.00 - Current balance with real-time updates - Total session P&L tracking - Win rate calculation - Trade count tracking ## Technical Details ### Account Balance Calculation ```python # Calculate balance change from starting balance balance_change = current_balance - starting_balance balance_change_pct = (balance_change / starting_balance) * 100 account_details = f"Change: ${balance_change:+.2f} ({balance_change_pct:+.1f}%)" ``` ### Position Display Logic ```python if side == 'LONG': unrealized_pnl = (current_price - entry_price) * size color_class = "text-success" # Green side_display = "[LONG]" else: # SHORT unrealized_pnl = (entry_price - current_price) * size color_class = "text-danger" # Red side_display = "[SHORT]" ``` ## Dashboard Layout Updates ### Account Section ```html

$100.00

Current Balance

Change: $0.00 (0.0%)
``` ## Testing Results ### Before Fix - Unicode encoding errors preventing dashboard startup - Missing deque import causing NameError - Syntax errors in dashboard file ### After Fix - Dashboard starts successfully - All Unicode characters replaced with ASCII equivalents - Account balance displays with change tracking - Color-coded position display working - Real-time P&L calculation functional ## Configuration Integration ### MEXC Trading Configuration The dashboard now integrates with the MEXC trading configuration: - Maximum position size: $1.00 (configurable) - Real-time balance tracking - Trade execution logging - Session-based accounting ### Files Modified 1. `core/data_provider.py` - Unicode fixes 2. `web/scalping_dashboard.py` - Unicode fixes + account enhancements 3. `config.yaml` - MEXC trading configuration (previously added) 4. `core/trading_executor.py` - MEXC API integration (previously added) ## Next Steps 1. **Test Live Trading**: Enable MEXC API integration for real trading 2. **Enhanced Metrics**: Add more detailed trading statistics 3. **Risk Management**: Implement position size limits and stop losses 4. **Performance Monitoring**: Track model performance and trading results ## Usage Start the enhanced dashboard: ```bash python run_scalping_dashboard.py --port 8051 ``` Access at: http://127.0.0.1:8051 The dashboard now displays: - ✅ Current account balance - ✅ Real-time balance changes - ✅ Color-coded positions - ✅ Session-based P&L tracking - ✅ Windows-compatible logging