[R] Data Frame Search Slow
TimothyDalbey
tmdalbey at gmail.com
Tue Nov 22 21:45:10 CET 2011
Update from email outside of this thread:
Justin Haynes writes:
> matrices will help, but two quick solutions:
>
> if you are looking for single items to go in the some_value space, use ==
> instead of %in% and you'll notice speedups. The second more involved
> option is to take a look at the package data.table.
>
> it provides a wrapper for data.frame that has some impressive
> optimizations as well as allowing for SQL like indexing and syntax.
>
>
> hope that helps!
>
Justin, thanks. Here's the before and after clock:
Before:
user system elapsed
0.976 0.164 2.607
After:
user system elapsed
0.624 0.156 1.810
You are correct. I still need to get that elapsed down even more.
Data.table sounds like a good option. I'll look into it more. Thank you.
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