Also it seems to use a large amount of memory when reading the data:
![image](https://user-images.githubusercontent.com/881019/45934728-6d7b1900-bfe5-11e8-9491-ba7faeb2743e.png)

...isn't that an order of magnitude larger than the actual data itself?
![image](https://user-images.githubusercontent.com/881019/45934954-9c46be80-bfe8-11e8-9481-44ef571936e2.png)


[ Full content available at: https://github.com/apache/arrow/issues/2614 ]
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