import requests import json import time # Test simulation workflow data = {'r_rate': 0.05, 'g_rate': 0.03, 'num_agents': 50, 'iterations': 200} # Create simulation create_resp = requests.post('http://localhost:5000/api/simulation', json=data) sim_id = create_resp.json()['simulation_id'] print('Created simulation:', sim_id) # Start simulation start_resp = requests.post(f'http://localhost:5000/api/simulation/{sim_id}/start') print('Started simulation:', start_resp.json()['status']) # Wait for completion time.sleep(3) # Get evolution data data_resp = requests.get(f'http://localhost:5000/api/simulation/{sim_id}/data?include_evolution=true') result = data_resp.json() print('\nFinal metrics:') print(f' Iterations: {len(result["evolution"]["iterations"])}') print(f' Final Gini: {result["evolution"]["gini_coefficients"][-1]:.3f}') print(f' Final Total Wealth: ${result["evolution"]["total_wealth"][-1]:.2f}') print(f' Top 10% data points: {len(result["evolution"].get("top10_shares", []))}') print(f' Capital share data points: {len(result["evolution"].get("capital_shares", []))}') if len(result["evolution"]["gini_coefficients"]) > 0: print('\n✅ Charts should now be populated with data!') else: print('\n❌ No data available for charts')