[R] Generic Functions
Elizabeth Purdom
epurdom at stanford.edu
Thu Jan 5 21:44:15 CET 2006
Hi,
I've been using the package "graph" in the BioConductor assortment and
writing some functions based on its classes. My question is not specific to
this package or BioConductor (I think), but it serves as a useful example.
I recently wanted to look at the code for the function "edgeMatrix" for the
class "graphNEL".
Usually I would type
> func.foo
and the code for the function func for class foo would appear (where func
and foo are edgeMatrix and graphNEL respectively). Similarly I would type
> methods(func)
to see for what classes the function func is defined.
However, these do not work for these functions (they are not S3 functions I
am told, though I don't know what that means). After a great deal of
guessing and help.search requests, I finally found functions that seem to work:
> getMethod(func,"foo")
> showMethods(func)
I get the corresponding code and possible methods available.
What is this about and is there a section in the R language definition that
explains the difference?
Similarly I'm use to the object oriented program described in the R
language online based on the command UseMethod:
> func <- function(x, ...) UseMethod("func", x)
Under this system, I could just create a function "func.foo" and it would
work for my class "foo" -- most notably I would create a print command
"print.foo" and it would just seamlessly work. However my function
"print.graphNEL", for example, never worked and I'm just now guessing from
the pieces of documentation from R, that I have to set it up differently
but it is not clear to me how. How can I add a method to an existing
function under this setup?
On another note: even if these different functions are internally quite
different, can't the functions everyone is already accustomed to be made to
access the properties, rather than creating new, similar functions? (what
is the need for a different function "showMethods" when a function
"methods" already exists? I have the same issue for slots where I have to
use a function "slotNames" rather than the more commonly known function
"names"). It becomes such a learning curve, that I shy away from packages
that use new techniques in coding and stick with packages and functions I
can comfortably dissect and personalize.
Thank you for any assistance,
Elizabeth Purdom
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