[R] Idempotent apply
hadley wickham
h.wickham at gmail.com
Fri Jan 13 23:10:01 CET 2006
One small problem with apply is that it is not idempotent - it always
puts the result vector in the first dimension of the result array. For
example:
a <- array(1:24, c(2,3,4))
dim(apply(a, c(1,2), I))
dim(apply(a, c(1,2), diff))
I've written a wrapper around apply that rearranges the dimensions
into the original order.
# Idempotent apply
iapply <- function (X, MARGIN, FUN, ...) {
dims <- c((1:length(dim(X)))[!(1:length(dim(X)) %in% MARGIN)], MARGIN)
res <- apply(X, MARGIN, FUN)
if (length(dim(res)) == length(dims)) {
aperm(res, order(dims))
} else {
res
}
}
dim(iapply(a, c(1,2), I))
dim(iapply(a, c(1,2), diff))
Hopefully this may be of use to someone else. The function isn't
completely satisfying as apply doesn't deal nicely with functions that
return higher-dimensional arrays (eg. apply(a, 1, I)) and reduces 1-D
arrays to vectors (eg. apply(a,3,sum)). Any comments on the code
would be greatfully appreciated.
Hadley
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