from src.utils.database import get_client def log_prediction_request(user_id: int, username: str, sk_id_curr: int, inference_time_ms: float, found: bool, proba_class_1: float | None) -> None: client = get_client() client.table("prediction_logs").insert({ "user_id": user_id, "username": username, "sk_id_curr": sk_id_curr, "inference_time_ms": inference_time_ms, "found": found, "proba_class_1": proba_class_1, }).execute()