No.  A very simple model like that breaks down on many levels. The most 
important level that reality intrudes in is the fact that your I/O probably 
can't really be threaded so widely. 

What kind of storage are you using? How big is your data?  

Sent from my iPhone

> On Jul 7, 2015, at 6:38, "Yousef Lasi" <[email protected]> wrote:
> 
> Am I correct in assuming that it will allocate a thread for each core 
> available to all drill bits and read x numbers of columns in parallel? so if 
> we have 48 cores available and the file has 48 columns, then the time for the 
> query for a single column should roughly equal the time for 48 columns? All 
> other factors, such as data types being the same of course.

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