[R] Avoiding a memory copy by [[

[Henrik Bengtsson]

On 5/23/06, Matthew Dowle <mdowle at concordiafunds.com> wrote:
>
> Hi,
>
> n = 10000000
> L = list(a=integer(n), b=integer(n))
>
> L[[2]][1:10]  gives me the first 10 items of the 2nd vector in the list L.
> It works fine.  However it appears to copy the entire L[[2]] vector in
> memory first, before subsetting it.  It seems reasonable that "[[" can't
> know that all that is to be done is to do [1:10] on the result and therefore
> a copy in memory of the entire vector L[[2]] is not required.  Only a new
> vector length 10 need be created.  I see why [[ needs to make a copy in
> general.
>
> L[[c(2,1)]]  gives me the 1st item of the 2nd vector in the list L.  It
> works fine,  and does not appear to copy L[[2]] in memory first.  Its much
> faster as n grows large.
>
> But I need more than 1 element of the vector ....  L[[c(2,1:10)]]   fails
> with "Error: recursive indexing failed at level 2"
>
> Is there a way I can obtain the first 10 items of L[[2]] without a memory
> copy of L[[2]]  ?

I think environments will help you out here:

n < 10000000
env <- new.env()
env$a <- integer(n)
env$b <- integer(n)
env$a[1:10]

/Henrik

> Thanks!
> Matthew
>
> R 2.1.1
>
>
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