Local changes: Updated model training, removed debug instrumentation, and configuration improvements

docs/user_manual/reporting.md

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+# Reporting Guide
+
+Export your trading data and generate reports.
+
+## Export Formats
+
+### CSV Export
+
+Export data to CSV for spreadsheet analysis:
+
+- **Trades**: All executed trades
+- **Orders**: Order history
+- **Positions**: Current and historical positions
+- **Portfolio**: Portfolio snapshots
+- **Backtest Results**: Backtesting data
+
+### PDF Reports
+
+Generate comprehensive PDF reports:
+
+- **Trading Report**: Summary of trading activity
+- **Performance Report**: Portfolio performance analysis
+- **Tax Report**: Tax reporting information
+
+## Exporting Trades
+
+1. Navigate to Reporting view
+2. Select "Export Trades"
+3. Choose date range:
+   - **Start Date**: Beginning of period
+   - **End Date**: End of period
+4. Select filters:
+   - **Symbol**: Specific trading pair
+   - **Paper Trading**: Include/exclude paper trades
+   - **Exchange**: Specific exchange
+5. Choose format: CSV or PDF
+6. Click "Export"
+7. Save file
+
+## Exporting Portfolio
+
+1. Select "Export Portfolio"
+2. Choose data:
+   - **Current Positions**: Open positions
+   - **Position History**: Historical positions
+   - **Performance Metrics**: Analytics data
+3. Select format
+4. Click "Export"
+5. Save file
+
+## Tax Reporting
+
+Generate tax reports for accounting:
+
+1. Navigate to Reporting > Tax Report
+2. Select tax year
+3. Choose method:
+   - **FIFO**: First In, First Out
+   - **LIFO**: Last In, First Out
+   - **Specific Identification**: Choose specific lots
+4. Configure settings:
+   - **Currency**: Reporting currency
+   - **Include Fees**: Include trading fees
+   - **Include Paper Trades**: Optional
+5. Generate report
+6. Review and export
+
+### Tax Report Contents
+
+- **Realized Gains/Losses**: Profit/loss from closed trades
+- **Trade Summary**: All trades in period
+- **Cost Basis**: Purchase costs
+- **Proceeds**: Sale proceeds
+- **Gain/Loss**: Net gain or loss
+
+## Scheduled Reports
+
+Set up automatic report generation:
+
+1. Navigate to Settings > Scheduled Reports
+2. Click "Add Schedule"
+3. Configure:
+   - **Report Type**: Trades, Portfolio, Tax
+   - **Frequency**: Daily, Weekly, Monthly
+   - **Format**: CSV, PDF
+   - **Email**: Optional email delivery
+4. Save schedule
+
+## Performance Reports
+
+Generate performance analysis reports:
+
+- **Period Performance**: Returns for time period
+- **Risk Metrics**: Sharpe, Sortino, drawdown
+- **Trade Analysis**: Win rate, average win/loss
+- **Asset Performance**: Performance by asset
+- **Monthly Breakdown**: Performance by month
+
+## Custom Reports
+
+Create custom reports:
+
+1. Select "Custom Report"
+2. Choose data sources:
+   - Trades
+   - Positions
+   - Portfolio snapshots
+   - Backtest results
+3. Select metrics to include
+4. Configure filters
+5. Generate report
+
+## Best Practices
+
+1. **Regular Exports**: Export data regularly for backup
+2. **Tax Records**: Keep detailed tax reports
+3. **Performance Tracking**: Generate monthly performance reports
+4. **Data Backup**: Export before major updates
+5. **Record Keeping**: Maintain organized export files
+