setMethod "[" - extract by names within Slot
On 10/22/2011 08:03 AM, Omphalodes Verna wrote:
Thanks Martin.
Here is my ''updated'' code.
setClass("myClass", representation(ID.r = "numeric", ID.c = "character", DAT = "matrix"))
to.myClass<- function(ID.r, ID.c, DAT) {
out<- new("myClass", ID.r = ID.r, ID.c = ID.c, DAT = DAT)
return(out)
}
setMethod("[", "myClass", function(x, i, j, drop = TRUE) {
x at ID.r<- x at ID.r[i]
x at ID.c<- x at ID.c[j]
out.0<- x at DAT[i,j]
out.1<- to.myClass(x at ID.r, x at ID.c, as.matrix(out.0))
return(out.1)
})
setMethod("[", c("myClass", "ANY", "character"),
function(x, i, j, ..., drop = TRUE) {
if(missing(i)) {x at ID.r<- x at ID.r} else {x at ID.r<- x at ID.r[i]}
j<- which(j == x at ID.c)
x at ID.c<- x at ID.c[j]
out.0<- x at DAT[i, j]
out.1<- to.myClass(x at ID.r, x at ID.c, as.matrix(out.0))
return(out.1)
})
a<- to.myClass(seq(1,25), c("A","A","B","B"), matrix(rnorm(100), nrow = 25))
a
a[1:20, ] #works
a[, 1:3] #works
a[1:10, 1:3] #works
a[, "A"] #works
a[5:20, "B"] #works
It works, but Is it normal to write two codes for setMethod???
Hi --
I defined the class as
setClass("A",
representation=representation(
rid="integer",
cid="character",
elt="matrix"))
A common pattern is that the methods provide a 'facade' that make
different user inputs conform to a particular signature, and then all
invoke a common function where the complicated work is done; sometimes
the function is one of the methods. Here's where I'd do the work
setMethod("[", c("A", "numeric", "character"),
function(x, i, j, ..., drop=TRUE)
{
cidx <- match(j, x at cid)
if (any(is.na(cidx)))
stop("invalid 'j'")
initialize(x, rid=x at rid[i], cid=x at cid[cidx],
elt=x at elt[i, cidx, drop=FALSE])
})
This uses 'initialize' as a copy constructor. Any complicated code for
subsetting would be added to this method, and only in one place.
For "[" a minimal facade needs to handle the cases where i, j, or both
are missing -- these are the facade, doing some minimal work to make it
possible to invoke the underlying work-horse
setMethod("[", c("A", "missing", "character"),
function(x, i, j, ..., drop=TRUE)
{
x[x at rid, j, ..., drop=drop]
})
setMethod("[", c("A", "numeric", "missing"),
function(x, i, j, ..., drop=TRUE)
{
x[i, x at cid, ..., drop=drop]
})
setMethod("[", c("A", "missing", "missing"),
function(x, i, j, ..., drop=TRUE)
{
x[x at rid, x at cid, ..., drop=drop]
})
You also want to use a numeric (actually, integer) value for the second
argument. This requires two more facade methods, distinguishing between
a 'missing' first argument and an 'ANY' first argument
setMethod("[", c("A", "ANY", "numeric"),
function(x, i, j, ..., drop=TRUE)
{
x[i, x at cid[j], ..., drop=TRUE]
})
setMethod("[", c("A", "missing", "numeric"),
function(x, i, j, ..., drop=TRUE)
{
x[, x at cid[j], ..., drop=drop]
})
Here are some tests
a <- new("A", rid=1:5, cid=c("A", "B", "C"), elt=matrix(1:15, nrow=5))
a[1:2, "A"]
a[1:2,]
a[,"A"]
a[,]
a[1:2, 1:2]
a[,1:2]
The use of 'numeric' is a little loose, allowing a[1.1,] for instance,
but a stricter 'integer' is probably too inconvenient for the user.
'rid' is a bit weird -- is the user supposed to index it (x at rid[i],
x at elt[i,]) or match it (ridx = match(i, x at rid); x at rid[ridx], x at elt[ridx,])?
Martin
Nice weekend, OV
________________________________
From: Martin Morgan<mtmorgan at fhcrc.org>
Cc: "r-help at r-project.org"<r-help at r-project.org>
Sent: Saturday, October 22, 2011 3:50 PM
Subject: Re: [R] setMethod "[" - extract by names within Slot
On 10/22/2011 02:11 AM, Omphalodes Verna wrote:
Hi R-helper!
I have problem with setMethods for "[". Here is example :
setClass("myClass", representation(ID.r = "numeric", ID.c = "character", DAT = "matrix"))
to.myClass<- function(ID.r, ID.c, DAT) {
out<- new("myClass", ID.r = ID.r, ID.c = ID.c, DAT = DAT)
return(out)
}
setMethod("[", "myClass", function(x, i, j, drop) {
x at ID.r<- x at ID.r[i]
x at ID.c<- x at ID.c[j]
out.0<- x at DAT[i,j]
out.1<- to.myClass(x at ID.r, x at ID.c, as.matrix(out.0))
return(out.1)
})
a<- to.myClass(seq(1,25), c("A","A","B","B"), matrix(rnorm(100), nrow = 25))
a
a[1:20, ] #works
a[, 1:3] #works
a[1:10, 1:3] #works
a[, "A"] #not works
thinking about your code, this is the same as
ID.c = c("A","A","B","B")
j = "A"
ID.c[j]
[1] NA
What is solution to write "[" methods for extraction by names of Slot "ID.c"
Maybe (untested)
setMethod("[", c("myClass", "ANY", "character"),
function(x, i, j, ..., drop=TRUE) {
j = match(j, x at ID.c)
x[i, j, ..., drop=TRUE]
})
Thanks all. OV
[[alternative HTML version deleted]]
______________________________________________
R-help at r-project.org mailing list
https://stat.ethz.ch/mailman/listinfo/r-help
PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
and provide commented, minimal, self-contained, reproducible code.
______________________________________________
R-help at r-project.org mailing list
https://stat.ethz.ch/mailman/listinfo/r-help
PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
and provide commented, minimal, self-contained, reproducible code.
Computational Biology Fred Hutchinson Cancer Research Center 1100 Fairview Ave. N. PO Box 19024 Seattle, WA 98109 Location: M1-B861 Telephone: 206 667-2793