def query_most_recent_date(session: Session, keyspace: str, table: str) -> Optional[str]: """Fetch most recent entry from exchange rates table.""" def pandas_factory(colnames, rows): return pd.DataFrame(rows, columns=colnames) session.row_factory = pandas_factory query = f"""SELECT date FROM {keyspace}.{table};""" result = session.execute(query) rates = result._current_rows if rates.empty: max_date = None else: rates["date"] = rates["date"].astype("datetime64") max_date = (rates.nlargest( 1, "date").iloc[0]["date"].strftime("%Y-%m-%d")) return max_date