Scott, I think you are misunderstanding. In this case the fancy macros on 
the DataFrames slows things down instead of making it faster. If the C++ 
code was allowed to much with the raw data then it should be fair to allow 
the Julia code to also do that for a performance increase. Without the 
actual C++ code, it is hard to make a fair comparison of course.

On Monday, August 24, 2015 at 12:50:35 AM UTC+2, Scott Jones wrote:
>
>
>
> On Sunday, August 23, 2015 at 10:18:23 PM UTC+2, Patrick Kofod Mogensen 
> wrote:
>>
>> Which indeed seems to be within 2x c++ speed. I don't think it's fair to 
>> use DFs in R and Julia if they're not used in c++. I wonder what could be 
>> done to the R implementation
>>
>
> If it something commonly available in the language, and not in C++, why 
> should R or Julia code not use them?
> C++ doesn't have multiple dispatch, does that mean that you shouldn't use 
> that feature of Julia when comparing?
> I believe that you should let each language whatever method that gets the 
> same results when doing comparisons.
>
>

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