def METHOD_NAME(self, table: BaseTable) -> BaseTable:
    """
    Since Duckdb does not have a concept of databases or schemas, we just return the table as is,
    without any modifications.
    """
    table.conn_id = table.conn_id or self.conn_id
    return table