Calculates the features in a sequential fashion by pythons map command

        :param func: the function to send to each worker.
        :type func: callable
        :param partitioned_chunks: The list of data chunks - each element is again
            a list of chunks - and should be processed by one worker.
        :type partitioned_chunks: iterable
        :param kwargs: parameters for the map function
        :type kwargs: dict of string to parameter

        :return: The result of the calculation as a list - each item should be the result of the application of func
            to a single element.

def distribute(self, func, partitioned_chunks, kwargs):
        """
        Calculates the features in a sequential fashion by pythons map command

        :param func: the function to send to each worker.
        :type func: callable
        :param partitioned_chunks: The list of data chunks - each element is again
            a list of chunks - and should be processed by one worker.
        :type partitioned_chunks: iterable
        :param kwargs: parameters for the map function
        :type kwargs: dict of string to parameter

        :return: The result of the calculation as a list - each item should be the result of the application of func
            to a single element.
        """
        return map(partial(func, **kwargs), partitioned_chunks)