RFC: sapply() limitation from vector to matrix, but not further
I think an even better approach would be to extract the "simplification" component out of sapply, so that could write sapply <- function(...) simplify(lapply(...)) (although obviously some arguments would go to lapply and some to simplify). The advantage of this would be that you could use the same simplification algorithm in other places. Hadley On Wed, Dec 1, 2010 at 8:39 AM, Martin Maechler
<maechler at stat.math.ethz.ch> wrote:
sapply() stems from S / S+ times and hence has a long tradition.
In spite of that I think that it should be enhanced...
As the subject mentions, sapply() produces a matrix in cases
where the list components of the lapply(.) results are of the
same length (and ...).
However, it unfortunately "stops there".
E.g., if you *nest* two sapply() calls where the inner one
produces a matrix, very often the logical behavior would be for
the outer sapply() to stack these matrices into an array of
rank 3 ["array rank"(x) := length(dim(x))].
However it does not do that, e.g., an artifical example
p0 <- function(...) paste(..., sep="")
myF <- function(x,y) {
? ?stopifnot(length(x) <= 3)
? ?x <- rep(x, length.out=3)
? ?ny <- length(y)
? ?r <- outer(x,y)
? ?dimnames(r) <- list(p0("r",1:3), p0("C", seq_len(ny)))
? ?r
}
and
(v <- structure(10*(5:8), names=LETTERS[1:4]))
?A ?B ?C ?D 50 60 70 80 if we let sapply() not simplify, we see the list of same size matrices it produes:
sapply(v, myF, y = 2*(1:5), simplify=FALSE)
$A ? ?C1 ?C2 ?C3 ?C4 ?C5 r1 100 200 300 400 500 r2 100 200 300 400 500 r3 100 200 300 400 500 $B ? ?C1 ?C2 ?C3 ?C4 ?C5 r1 120 240 360 480 600 r2 120 240 360 480 600 r3 120 240 360 480 600 $C ? ?C1 ?C2 ?C3 ?C4 ?C5 r1 140 280 420 560 700 r2 140 280 420 560 700 r3 140 280 420 560 700 $D ? ?C1 ?C2 ?C3 ?C4 ?C5 r1 160 320 480 640 800 r2 160 320 480 640 800 r3 160 320 480 640 800 However, quite deceptively
sapply(v, myF, y = 2*(1:5))
? ? ? ?A ? B ? C ? D ?[1,] 100 120 140 160 ?[2,] 100 120 140 160 ?[3,] 100 120 140 160 ?[4,] 200 240 280 320 ?[5,] 200 240 280 320 ?[6,] 200 240 280 320 ?[7,] 300 360 420 480 ?[8,] 300 360 420 480 ?[9,] 300 360 420 480 [10,] 400 480 560 640 [11,] 400 480 560 640 [12,] 400 480 560 640 [13,] 500 600 700 800 [14,] 500 600 700 800 [15,] 500 600 700 800 My proposal -- implemented and "make check" tested -- is to add an optional argument ?'ARRAY' which allows
sapply(v, myF, y = 2*(1:5), ARRAY=TRUE)
, , A ? ?C1 ?C2 ?C3 ?C4 ?C5 r1 100 200 300 400 500 r2 100 200 300 400 500 r3 100 200 300 400 500 , , B ? ?C1 ?C2 ?C3 ?C4 ?C5 r1 120 240 360 480 600 r2 120 240 360 480 600 r3 120 240 360 480 600 , , C ? ?C1 ?C2 ?C3 ?C4 ?C5 r1 140 280 420 560 700 r2 140 280 420 560 700 r3 140 280 420 560 700 , , D ? ?C1 ?C2 ?C3 ?C4 ?C5 r1 160 320 480 640 800 r2 160 320 480 640 800 r3 160 320 480 640 800
----------- In the best of all worlds, the default would be 'ARRAY = TRUE', but of course, given the long-standing different behavior, it seem much too "risky", and my proposal includes remaining back-compatible with default ARRAY = FALSE. Martin Maechler, ETH Zurich
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Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University http://had.co.nz/