### Name: funprog ### Title: Common Higher-Order Functions in Functional Programming ### Languages ### Aliases: Filter Find Map Negate Reduce Position ### Keywords: programming ### ** Examples ## A general-purpose adder: add <- function(x) Reduce("+", x) add(list(1, 2, 3)) ## Like sum(), but can also used for adding matrices etc., as it will ## use the appropriate '+' method in each reduction step. ## More generally, many generics meant to work on arbitrarily many ## arguments can be defined via reduction: FOO <- function(...) Reduce(FOO2, list(...)) FOO2 <- function(x, y) UseMethod("FOO2") ## FOO() methods can then be provided via FOO2() methods. ## A general-purpose cumulative adder: cadd <- function(x) Reduce("+", x, accumulate = TRUE) cadd(seq_len(7)) ## A simple function to compute continued fractions: cfrac <- function(x) Reduce(function(u, v) u + 1 / v, x, right = TRUE) ## Continued fraction approximation for pi: cfrac(c(3, 7, 15, 1, 292)) ## Continued fraction approximation for Euler's number (e): cfrac(c(2, 1, 2, 1, 1, 4, 1, 1, 6, 1, 1, 8)) ## Iterative function application: Funcall <- function(f, ...) f(...) ## Compute log(exp(acos(cos(0)) Reduce(Funcall, list(log, exp, acos, cos), 0, right = TRUE) ## n-fold iterate of a function, functional style: Iterate <- function(f, n = 1) function(x) Reduce(Funcall, rep.int(list(f), n), x, right = TRUE) ## Continued fraction approximation to the golden ratio: Iterate(function(x) 1 + 1 / x, 30)(1) ## which is the same as cfrac(rep.int(1, 31)) ## Computing square root approximations for x as fixed points of the ## function t |-> (t + x / t) / 2, as a function of the initial value: asqrt <- function(x, n) Iterate(function(t) (t + x / t) / 2, n) asqrt(2, 30)(10) # Starting from a positive value => +sqrt(2) asqrt(2, 30)(-1) # Starting from a negative value => -sqrt(2) ## A list of all functions in the base environment: funs <- Filter(is.function, sapply(ls(baseenv()), get, baseenv())) ## Functions in base with more than 10 arguments: names(Filter(function(f) length(formals(args(f))) > 10, funs)) ## Number of functions in base with a '...' argument: length(Filter(function(f) any(names(formals(args(f))) %in% "..."), funs)) ## Find all objects in the base environment which are *not* functions: Filter(Negate(is.function), sapply(ls(baseenv()), get, baseenv()))