outer not applying a constant function
Or is this a bad idea?
I don't like the proposal. I have seen code like the following (in
fact, I have written such code, where I had forgotten a function was
not vectorized) where the error would have been discovered much later
if outer() didn't catch it.
> outer(1:3, 11:13, sum)
Error in outer(1:3, 11:13, sum) :
dims [product 9] do not match the length of object [1]
Bill Dunlap
TIBCO Software
wdunlap tibco.com
On Mon, Mar 20, 2017 at 6:36 AM, Martin Maechler
<maechler at stat.math.ethz.ch> wrote:
Gebhardt, Albrecht <Albrecht.Gebhardt at aau.at>
on Sun, 19 Mar 2017 09:14:56 +0000 writes:
> Hi,
> the function outer can not apply a constant function as in the last line of the following example:
>> xg <- 1:4
>> yg <- 1:4
>> fxyg <- outer(xg, yg, function(x,y) x*y)
>> fconstg <- outer(xg, yg, function(x,y) 1.0)
> Error in outer(xg, yg, function(x, y) 1) :
> dims [product 16] do not match the length of object [1]
> Of course there are simpler ways to construct a constant matrix, that is not my point.
> It happens for me in the context of generating matrices of partial derivatives, and if on of these partial derivatives happens to be constant it fails.
> So e.g this works:
> library(Deriv)
> f <- function(x,y) (x-1.5)*(y-1)*(x-1.8)+(y-1.9)^2*(x-1.1)^3
> fx <- Deriv(f,"x")
> fy <- Deriv(f,"y")
> fxy <- Deriv(Deriv(f,"y"),"x")
> fxx <- Deriv(Deriv(f,"x"),"x")
> fyy <- Deriv(Deriv(f,"y"),"y")
> fg <- outer(xg,yg,f)
> fxg <- outer(xg,yg,fx)
> fyg <- outer(xg,yg,fy)
> fxyg <- outer(xg,yg,fxy)
> fxxg <- outer(xg,yg,fxx)
> fyyg <- outer(xg,yg,fyy)
> And with
> f <- function(x,y) x+y
> it stops working. Of course I can manually fix this for that special case, but thats not my point. I simply thought "outer" should be able to handle constant functions.
?outer clearly states that FUN needs to be vectorized but function(x,y) 1 is not. It is easy to solve by wrapping the function in Vectorize(.):
x <- 1:3; y <- 1:4
outer(x,y, function(x,y) 1)
Error in dim(robj) <- c(dX, dY) : dims [product 12] do not match the length of object [1]
outer(x,y, Vectorize(function(x,y) 1))
[,1] [,2] [,3] [,4] [1,] 1 1 1 1 [2,] 1 1 1 1 [3,] 1 1 1 1 ---------------- So, your "should" above must be read in the sense "It really would be convenient here and correspond to other "recycling" behavior of R" and I agree with that, having experienced the same inconvenience as you several times in the past. outer() being a nice R-level function (i.e., no C speed up) makes it easy to improve: Adding something like the line if(length(robj) == 1L) robj <- rep.int(robj, dX*dY) before dim(robj) <- c(dX, dY) [which gave the error] would solve the issue and not cost much (in the cases it is unneeded). Or is this a bad idea?
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