train_test_split returns empty dataset item
The problem still exists after removing the cache files. Can you reproduce this example in a Colab so we can investigate? (or give more information on your software/hardware config) Thanks for reporting.
I just found the issue, I'm creating a PR We'll do a release pretty soon to include the fix :)
In the meantime you can install the lib from source if you want to 
I try to split my dataset by `train_test_split`, but after that the item in `train` and `test` `Dataset` is empty.
The codes:
```
yelp_data = datasets.load_from_disk('/home/ssd4/huanglianzhe/test_yelp')
    print(yelp_data[0])
    yelp_data = yelp_data.train_test_split(test_size=0.1)
    print(yelp_data)
    print(yelp_data['test'])
    print(yelp_data['test'][0])
```
The outputs:
```
{'stars': 2.0, 'text': 'xxxx'}
Loading cached split indices for dataset at /home/ssd4/huanglianzhe/test_yelp/cache-f9b22d8b9d5a7346.arrow and /home/ssd4/huanglianzhe/test_yelp/cache-4aa26fa4005059d1.arrow
DatasetDict({'train': Dataset(features: {'stars': Value(dtype='float64', id=None), 'text': Value(dtype='string', id=None)}, num_rows: 7219009), 'test': Dataset(features: {'stars': Value(dtype='float64', id=None), 'text': Value(dtype='string', id=None)}, num_rows: 802113)})
Dataset(features: {'stars': Value(dtype='float64', id=None), 'text': Value(dtype='string', id=None)}, num_rows: 802113)
{}    # yelp_data['test'][0] is empty
```