Iterating over a memory-mapped dataset using Arrow is fast. Iterating over Wikipedia on a laptop gives you speeds of 1-3 Gbit/s:  
```python
>>> s = """batch_size = 1000
... for batch in wiki.iter(batch_size):
...     ...
... """