def gen_samples(x_indexes, cust_num_protol_nums, feats, labels): ''' 将原有数据记录转为Samples格式 ''' samples = Samples(x_indexes) for feat, label in zip(feats, labels): cust_num = feat[0] protol_nums = cust_num_protol_nums[cust_num] X = feat[1] y = label[1] sample = Sample(cust_num, protol_nums, X, y) samples.append(sample) return samples