I understand that in R you have some base data types (vector, matrix, list, data.frame
) and then in the R packages you have some advanced types called S3-class or S4-class (ppp
,owin
, spatialPointsDataFrame
and many others. Some of the functions in R packages only work with arguments of special type.
I need explanation about converting between different classes and data types in R:
Sometimes I can use a code like:
m = c(1, 2, 3, 4)
df = as.data.frame(m)
But in other cases I must use a code like:
shp = readShapeSpatial("polygons.shp")
win = as(shp,"owin")
How do I know which syntax of the as
to use for which object?
Or is the syntax: as.foo(originalObject)
always equivalent to as(originalObject, "foo")
(here foo stands for the class that I want to convert my object to so that I can use in a function that requires its argument to be a foo
class)
Let's say I use a package in R with a class foo
. And I have a variable v
that belongs to class bar
(in other words, class(v)
is bar
). How do I know if the function as(v,"foo")
will work?
as.data.frame
is an S3 method that you can check for foo
using :
getS3method('as.data.frame','foo')
But I think you are looking for ( as it is commented)
showMethods(coerce)
This will give you a list of predefined coerce funsctions.
To define you coerce function , one option (there are many options like setIS
, coerce<-
and implicit coercion through inheritance) is to use setAs
. Here an example:
track <- setClass("track",
slots = c(x="numeric", y="numeric"))
setAs("track", "numeric", function(from) from@y)
t1 <- new("track", x=1:20, y=(1:20)^2)
as(t1, "numeric")
Now if I check using :
showMethods(coerce)
You get an entry with :
from="track", to="numeric"
For better explanation you should read help("as") but the subject is not very simple.
EDIT To show only the entries with track you can do this for example:
cat(grep('track',showMethods(coerce,printTo=FALSE),value=TRUE))
from="track", to="numeric"