import requests import json # Test 1: Health check print('=' * 70) print('TEST 1: Health Check') print('=' * 70) resp = requests.get('http://127.0.0.1:8000/health') print(json.dumps(resp.json(), indent=2)) print() # Test 2: List drivers print('=' * 70) print('TEST 2: List Drivers (2023)') print('=' * 70) resp = requests.get('http://127.0.0.1:8000/drivers?season=2023') drivers = resp.json() print('Found {} drivers'.format(len(drivers))) print('First 3:') for d in drivers[:3]: print(' {}'.format(d)) print() # Test 3: List races print('=' * 70) print('TEST 3: List Races (2023)') print('=' * 70) resp = requests.get('http://127.0.0.1:8000/races/2023') races = resp.json() print('Found {} races'.format(len(races))) print('First 3:') for r in races[:3]: print(' Round {}: {}'.format(r.get('round'), r.get('name'))) print() # Test 4: MAIN TEST print('=' * 70) print('TEST 4: Natural Language Prediction') print('=' * 70) query = 'What is Max Verstappens win probability at Monaco 2023?' print('Query: {}'.format(query)) resp = requests.post( 'http://127.0.0.1:8000/predict/f1', json={'query': query}, timeout=30 ) result = resp.json() print(json.dumps(result, indent=2))