from la_liga_score_predictor import LaLigaScorePredictor

predictor = LaLigaScorePredictor.from_defaults(
    dataset_csv_path="sample_history.csv"
)

result = predictor.predict_match(
    home_team="Athletic",
    away_team="Osasuna",
    match_date="2026-04-21",
)

print("Request:", result["request"])
print("Predicted score:", result["predicted_score"])
print("Probabilities:", result["result_probabilities"])
print("Confidence:", result["confidence_level"])
print("Abstain recommended:", result["abstain_recommended"])