""" APEX Layer 1 — Example Excel Template Generator Run this script to create example Excel files with the correct format. Usage: python create_excel_template.py This will generate: - example_monthly_data.xlsx (multi-sheet format) - example_monthly_data_single_sheet.xlsx (single sheet format) """ import pandas as pd import config from datetime import datetime def create_multi_sheet_template(): """Create Excel with separate CPI and PMI sheets.""" # CPI Data cpi_data = { 'Currency': config.CURRENCIES, 'Target %': [config.CB_TARGETS[c] for c in config.CURRENCIES], 'Actual CPI %': [3.2, 2.8, 3.1, 1.9, 3.5, 2.3, 1.2, 3.8] # Example values } # PMI Data pmi_data = { 'Currency': config.CURRENCIES, 'Composite PMI': [52.3, 48.7, 51.2, 49.5, 50.1, 51.8, 49.2, 52.5] # Example values } # Create Excel file with pd.ExcelWriter('example_monthly_data.xlsx', engine='openpyxl') as writer: pd.DataFrame(cpi_data).to_excel(writer, sheet_name='CPI', index=False) pd.DataFrame(pmi_data).to_excel(writer, sheet_name='PMI', index=False) print("✓ Created: example_monthly_data.xlsx") print(" - Sheet 1: CPI data") print(" - Sheet 2: PMI data") def create_single_sheet_template(): """Create Excel with all data in one sheet.""" data = { 'Currency': config.CURRENCIES, 'Target_CPI': [config.CB_TARGETS[c] for c in config.CURRENCIES], 'Actual_CPI': [3.2, 2.8, 3.1, 1.9, 3.5, 2.3, 1.2, 3.8], 'Composite_PMI': [52.3, 48.7, 51.2, 49.5, 50.1, 51.8, 49.2, 52.5] } df = pd.DataFrame(data) df.to_excel('example_monthly_data_single_sheet.xlsx', index=False) print("✓ Created: example_monthly_data_single_sheet.xlsx") print(" - All data in one sheet") def create_csv_template(): """Create CSV example.""" data = { 'Currency': config.CURRENCIES, 'Target_CPI': [config.CB_TARGETS[c] for c in config.CURRENCIES], 'Actual_CPI': [3.2, 2.8, 3.1, 1.9, 3.5, 2.3, 1.2, 3.8], 'Composite_PMI': [52.3, 48.7, 51.2, 49.5, 50.1, 51.8, 49.2, 52.5] } df = pd.DataFrame(data) df.to_csv('example_monthly_data.csv', index=False) print("✓ Created: example_monthly_data.csv") if __name__ == "__main__": print(f"APEX Layer 1 - Template Generator") print(f"Month: {datetime.now().strftime('%Y-%m')}\n") try: create_multi_sheet_template() create_single_sheet_template() create_csv_template() print("\n" + "="*60) print("Templates created successfully!") print("="*60) print("\nUsage:") print("1. Open any template file") print("2. Replace example values with real economic data") print("3. In APEX app: Monthly Entry tab → Import Excel") print("4. Select your file and click Open") print("5. Click 'Save & Calculate Scores'") except Exception as e: print(f"\n✗ Error creating templates: {e}") print("\nMake sure you have openpyxl and pandas installed:") print(" pip install openpyxl pandas")