def next(self):
        """Returns the next batch of data."""
        if self.curr_idx == len(self.idx):
            raise StopIteration
        i, j = self.idx[self.curr_idx]
        self.curr_idx += 1

        if self.major_axis == 1:
            data = self.nddata[i][j:j+self.batch_size].T
            label = self.ndlabel[i][j:j+self.batch_size].T
        else:
            data = self.nddata[i][j:j+self.batch_size]
            label = self.ndlabel[i][j:j+self.batch_size]

        return DataBatch([data], [label], pad=0,
                         bucket_key=self.buckets[i],
                         provide_data=[DataDesc(
                             name=self.data_name, shape=data.shape,
                             layout=self.layout)],
                         provide_label=[DataDesc(
                             name=self.label_name, shape=label.shape,
                             layout=self.layout)])
Returns the next batch of data.