setGeneric              package:methods              R Documentation

_D_e_f_i_n_e _a _N_e_w _G_e_n_e_r_i_c _F_u_n_c_t_i_o_n

_D_e_s_c_r_i_p_t_i_o_n:

     Create a new generic function of the given name, that is, a
     function that dispatches methods according to the classes of the
     arguments, from among the formal methods defined for this
     function.

_U_s_a_g_e:

     setGeneric(name, def= , group=list(), valueClass=character(),
                where= , package= , signature= , useAsDefault= ,
                genericFunction= , simpleInheritanceOnly = )

     setGroupGeneric(name, def= , group=list(), valueClass=character(),
                     knownMembers=list(), package= , where= )

_A_r_g_u_m_e_n_t_s:

    name: The character string name of the generic function. The
          simplest (and recommended) call, 'setGeneric(name)',  looks
          for a function with this name and creates a corresponding
          generic function,  if the function found was not generic. 

     def: An optional function object, defining the generic. Don't
          supply this argument if you want an existing non-generic
          function to supply the arguments. Do supply it if there is no
          current function of this name, or if you want the generic
          function to have different arguments. In that case, the
          formal arguments and default values for the generic are taken
          from 'def'.  You can also supply this argument if you want
          the generic function to do something other than just dispatch
          methods.

          Note that 'def' is _not_ the default method; use argument
          'useAsDefault' if you want to specify the default separately. 

   group: Optionally, a character string giving the name of the group
          generic function to which this function belongs.    See
          Methods for details of group generic functions in method
          selection. 

valueClass: An optional character vector of one or more class names. 
          The value returned by the generic function must have (or
          extend) this class, or one of the classes; otherwise, an
          error is generated. 

 package: The name of the package with which this function is
          associated.  Usually determined automatically (as the package
          containing the non-generic version if there is one, or else
          the package where this generic is to be saved). 

   where: Where to store the resulting initial methods definition, and
          possibly the generic function; by default, stored into the
          top-level environment. 

signature: Optionally, the vector of names, from among the formal
          arguments to the  function, that can appear in the signature
          of methods for this function, in calls to 'setMethod'. If ...
          is one of the formal arguments, it is treated specially.
          Starting with version 2.8.0 of R, ... may be signature of the
          generic function. Methods will then be selected if their
          signature matches all the ... arguments.  See the
          documentation for topic dotsMethods for details.  In the
          present version, it is not possible to mix ... and other
          arguments in the signature (this restriction may be lifted in
          later versions).

          By default, the signature is inferred from the implicit
          generic function corresponding to a  non-generic function. 
          If no implicit generic function has been defined,  the
          default is all the formal arguments except ..., in the order
          they appear in the function definition. In the case that ...
          is the only formal argument, that is also the default
          signature.  To use ... as the signature in a function that
          has any other arguments, you must supply the signature
          argument explicitly.  See the "Implicit Generic" section
          below for more details. 

useAsDefault: Override the usual choice of default argument (an
          existing non-generic function or no default if there is no
          such function). Argument 'useAsDefault' can be supplied,
          either as a function to use for the default, or as a logical
          value. 'FALSE' says not to have a default method at all, so
          that an error occurs if there is not an explicit or inherited
          method for a call. 'TRUE' says to use the existing function
          as default, unconditionally (hardly ever needed as an
          explicit argument). See the section on details. 

simpleInheritanceOnly: Supply this argument as 'TRUE' to require that
          methods selected be inherited through simple inheritance
          only; that is, from superclasses specified in the 'contains='
          argument to 'setClass', or by simple inheritance to a class
          union or other virtual class.  Generic functions should
          require simple inheritance if they need to be assured that
          they get the complete original object, not one that has been
          transformed. Examples of functions requiring simple
          inheritance are 'initialize', because by definition it must
          return an object from the same class as its argument, and
          'show', because it claims to give a full description of the
          object provided as its argument. 

genericFunction: Don't use; for (possible) internal use only. 

knownMembers: (For 'setGroupGeneric' only.)  The names of functions
          that are known to be members of this group.  This information
          is used to reset cached definitions of the member generics
          when information about the group generic is changed. 

_V_a_l_u_e:

     The 'setGeneric' function exists for its side effect: saving the
     generic function to allow methods to be specified later.  It
     returns 'name'.

_B_a_s_i_c _U_s_e:

     The 'setGeneric' function is called to initialize a generic
     function as preparation for defining some methods for that
     function.

     The simplest and most common situation is that 'name' is already
     an ordinary non-generic non-primitive function, and you now want
     to turn this function into a generic.  In this case you will most
     often supply only 'name', for example:

     'setGeneric("colSums")'

     There must be an existing function of this name, on some  attached
     package (in this case package '"base"'). A generic version of this
     function will be created in the current package (or in the global
     environment if the call to 'setGeneric()' is from an ordinary
     source file or is entered on the command line). The existing
     function becomes the default method, and the package slot of the
     new generic function is set to the location of the original
     function ('"base"' in the example).  It's an important feature
     that the same generic function definition is created each time,
     depending in the example only on the definition of 'print' and
     where it is found. The 'signature' of the generic function,
     defining which of the formal arguments can be used in specifying
     methods, is set by default to all the formal arguments except ....

     Note that calling 'setGeneric()' in this form is not strictly
     necessary before calling 'setMethod()' for the same function.  If
     the function specified in the call to 'setMethod' is not generic,
     'setMethod' will execute the call to 'setGeneric' itself. 
     Declaring explicitly that you want the function to be generic can
     be considered better programming style; the only difference in the
     result, however, is that not doing so produces a message noting
     the creation of the generic function.

     You cannot (and never need to) create an explicit generic version
     of the primitive functions in the base package.  Those which can
     be treated as generic functions have methods selected and
     dispatched from the internal C code, to satisfy concerns for 
     efficiency, and the others cannot be made generic.  See the
     section on Primitive Functions below.

     The description above is the effect when the package that owns the
     non-generic function has not created an implicit generic version. 
     Otherwise, it is this implicit generic function that is used. See
     the section on Implicit Generic Functions below.  Either way, the
     essential result is that the _same_ version of the  generic
     function will be created each time.

     The second common use of 'setGeneric()'  is to create a new
     generic function, unrelated to any existing function, and
     frequently having no default method.  In this case, you need to
     supply a skeleton of the function definition, to define the
     arguments for the function.  The body of a generic function is
     usually a standard form, 'standardGeneric(name)' where 'name' is
     the quoted name of the generic function. When calling 'setGeneric'
     in this form, you would normally supply the 'def' argument as a
     function of this form.  See the second and third examples below.

     The 'useAsDefault' argument controls the default method for the
     new generic. If not told otherwise, 'setGeneric' will try to find
     a non-generic version of the function to use as a default.  So, if
     you do have a suitable default method, it is often simpler to
     first set this up as a non-generic function, and then use the
     one-argument call to 'setGeneric' at the beginning of this
     section.   See the first example in the Examples section below.

     If you _don't_ want the existing function to be taken as default,
     supply the argument 'useAsDefault'.  That argument can be the
     function you want to be the default method, or 'FALSE' to force no
     default (i.e., to cause an error if there is no direct or
     inherited method selected for a call to the function).

_D_e_t_a_i_l_s:

     If you want to change the behavior of an existing function
     (typically, one in another package) when you create a generic
     version, you must supply arguments to 'setGeneric'
     correspondingly. Whatever changes are made, the new generic
     function will be assigned with a package slot set to the _current_
     package, not the one in which the non-generic version of the
     function is found. This step is required because the version you
     are creating is no longer the same as that implied by the function
     in the other package. A message will be printed to indicate that
     this has taken place and noting one of the differences between the
     two functions.

     The body of a generic function usually does nothing except for
     dispatching methods by a call to 'standardGeneric'. Under some
     circumstances you might just want to do some additional
     computation in the generic function itself.  As long as your
     function eventually calls 'standardGeneric' that is permissible
     (though perhaps not a good idea, in that it may make the behavior
     of your function less easy to understand).  If your explicit
     definition of the generic function does _not_ call
     'standardGeneric' you are in trouble, because none of the methods
     for the function will ever be dispatched.

     By default, the generic function can return any object.  If
     'valueClass' is supplied, it should be a vector of class names;
     the value returned by a method is then required to satisfy
     'is(object, Class)' for one of the specified classes.  An empty
     (i.e., zero length) vector of classes means anything is allowed. 
     Note that more complicated requirements on the result can be
     specified explicitly, by defining a non-standard generic function.

     The 'setGroupGeneric' function behaves like 'setGeneric' except
     that it constructs a group generic function, differing in two ways
     from an ordinary generic function.  First, this function cannot be
     called directly, and the body of the function created will contain
     a stop call with this information.  Second, the group generic
     function contains information about the known members of the
     group, used to keep the members up to date when the group
     definition changes, through changes in the search list or direct
     specification of methods, etc.

_I_m_p_l_i_c_i_t _G_e_n_e_r_i_c _F_u_n_c_t_i_o_n_s:

     Saying that a non-generic function "is converted to a generic" is
     more precisely state that the function is converted to the
     corresponding _implicit_ generic function. If no special action
     has been taken, any function corresponds implicitly to a generic
     function with the same arguments, in which all arguments other
     than ... can be used.  The signature of this generic function is
     the vector of formal arguments, in order, except for ....

     The source code for a package can define an implicit generic
     function version of any function in that package (see
     implicitGeneric for the mechanism).  You can not, generally,
     define an implicit generic function in someone else's package. The
     usual reason for defining an implicit generic is to prevent
     certain arguments from appearing in the signature, which you must
     do if you want the arguments to be used literally or if you want
     to enforce lazy evaluation for any reason.  An implicit generic
     can also contain some methods that you want to be predefined; in
     fact, the implicit generic can be any generic version of the
     non-generic function.  The implicit generic mechanism can also be
     used to prohibit a generic version (see 'prohibitGeneric').

     Whether defined or inferred automatically, the implicit generic
     will be compared with the generic function that 'setGeneric'
     creates, when the implicit generic is in another package.  If the
     two functions are identical, then the 'package' slot of the
     created generic will have the name of the package containing the
     implicit generic.  Otherwise, the slot will be the name of the
     package in which the generic is assigned.

     The purpose of this rule is to ensure that all methods defined for
     a particular combination of generic function and package names
     correspond to a single, consistent version of the generic
     function.  Calling 'setGeneric' with only 'name' and possibly
     'package' as arguments guarantees getting the implicit generic
     version, if one exists.

     Including any of the other arguments can force a new, local
     version of the generic function.  If you don't want to create a
     new version, don't use the extra arguments.

_G_e_n_e_r_i_c _F_u_n_c_t_i_o_n_s _a_n_d _P_r_i_m_i_t_i_v_e _F_u_n_c_t_i_o_n_s:

     A number of the basic R functions are specially implemented as
     primitive functions, to be evaluated directly in the underlying C
     code rather than by evaluating an R language definition.  Most
     have implicit generics (see 'implicitGeneric'), and become generic
     as soon as methods (including group methods) are defined on them. 
     Others cannot be made generic.

     Even when methods are defined for such functions, the generic
     version is not visible on the search list, in order that the C
     version continues to be called.  Method selection will be
     initiated in the C code.  Note, however, that the result is to
     restrict methods for primitive functions to signatures in which at
     least one of the classes in the signature is a formal S4 class.

     To see the generic version of a primitive function, use
     'getGeneric(name)'.  The function 'isGeneric' will tell you
     whether methods are defined for the function in the current
     session.

     Note that S4 methods can only be set on those primitives which are
     'internal generic', plus '%*%'.

_R_e_f_e_r_e_n_c_e_s:

     Chambers, John M. (2008) _Software for Data Analysis: Programming
     with R_ Springer.  (For the R version.)

     Chambers, John M. (1998) _Programming with Data_ Springer (For the
     original S4 version.)

_S_e_e _A_l_s_o:

     'Methods' and the links there for a general discussion,
     'dotsMethods' for methods that dispatch on "...", and 'setMethod'
     for method definitions.

_E_x_a_m_p_l_e_s:

     ## create a new generic function, with a default method
     props <- function(object) attributes(object)
     setGeneric("props")

     ## A new generic function with no default method
     setGeneric("increment",
       function(object, step, ...)
         standardGeneric("increment")
     )

     ###   A non-standard generic function.  It insists that the methods
     ###   return a non-empty character vector (a stronger requirement than
     ###    valueClass = "character" in the call to setGeneric)

     setGeneric("authorNames",
         function(text) {
           value <- standardGeneric("authorNames")
           if(!(is(value, "character") && any(nchar(value)>0)))
             stop("authorNames methods must return non-empty strings")
           value
           })



     ## An example of group generic methods, using the class
     ## "track"; see the documentation of setClass for its definition

     ## define a method for the Arith group

     setMethod("Arith", c("track", "numeric"),
      function(e1, e2) {
       e1@y <- callGeneric(e1@y , e2)
       e1
     })

     setMethod("Arith", c("numeric", "track"),
      function(e1, e2) {
       e2@y <- callGeneric(e1, e2@y)
       e2
     })

     ## now arithmetic operators  will dispatch methods:

     t1 <- new("track", x=1:10, y=sort(stats::rnorm(10)))

     t1 - 100
     1/t1

