Supplementary utilities and extensions to R that are idiomatic in style.
Installation
Install the latest release of suppr from CRAN:
install.packages("suppr")You can install the development version of suppr from GitHub:
# install.packages("pak")
pak::pak("LJ-Jenkins/suppr")Reference
suppr provides miscellaneous supplementary functions for R: some are simple wrappers that save a few keystrokes, others address common tasks, and others provide new functionality through suppr versions of existing R functions. All are intended to be idiomatic R, as if they were part of the base R packages.
Much of suppr is directly amended from the R source code - all credit to the authors for their great work!
Infix Operators
-
%''%or%""%- if the lhs is ““, return the rhs, else return the lhs. -
%!||%- if the lhs isNULL, return the lhs, else return the rhs. -
%0%- if the lhs is of length0, return the rhs, else return the lhs. -
%allin%,%anyin%,%nonein%,%onein%and%notin%-base::%in%variants.
"" %''% "a"
#> [1] "a"
NULL %!||% "a"
#> NULL
c() %0% "a"
#> [1] "a"
c("a", "b") %allin% c("a", "b", "c")
#> [1] TRUE
c("a", "d") %anyin% c("a", "b", "c")
#> [1] TRUE
c("a", "d") %nonein% c("a", "b", "c")
#> [1] FALSE
c("a", "d") %onein% c("a", "b", "c")
#> [1] TRUE
c("a", "d") %notin% c("a", "b", "c")
#> [1] FALSE TRUECharacter Operators
-
bckQuote()- backquotes a string. -
collapse()andcollapse0()- collapse a vector (or vectors) into a single string, optionally ‘recursively’ (in the sense of collapse each argument individually and then collapse the results). -
listing()- turns a character vector into a human-readable list (in the grammatical sense), optionally with quoting and/or a conjunction like “and” or “or”. -
cat0()-base::cat()withsep = "". -
grepf(),grepi(),greplf(),grepli(),grepvf(),grepvi(),subf(),subi(),gsubf()andgsubi()- strongly typed variants ofbase::grep(),base::grepl(),base::grepv(),base::sub()andbase::gsub()for the commonfixed = TRUEandignore.case = TRUEcases. -
anyZchar()- returns the1-based index of the first zero character element if any, otherwise0. -
anyWS()- returns the1-based index of the first all whitespace element if any, otherwise0. Optionally, zero character elements can be treated as all whitespace.
bckQuote(c("a", "b"))
#> [1] "`a`" "`b`"
collapse(c("a", "b", "c"))
#> [1] "abc"
listing(c("a", "b", "c"))
#> [1] "a, b and c."
cat0("a", "b", "c")
#> abc
greplf("foo", c("foo", "Foo", "bar"))
#> [1] TRUE FALSE FALSE
grepli("foo", c("foo", "Foo", "bar"))
#> [1] TRUE TRUE FALSE
anyZchar(c("hi", "bye", " ", ""))
#> [1] 4
anyWS(c("hi", "bye", " ", ""))
#> [1] 3Dots (...) Operators
-
checkDots()- version ofbase::chkDots()that can error, not just warn. -
dotsNames()- returns the names of...arguments, returning all""if unnamed (likemethods::allNames()but without evaluating...). -
subDots()- substitutes...arguments, returning a list of the substituted expressions. -
dp1Dots()- substitutes...arguments, before applyingbase::deparse1()to each, returning a character vector of the dot arguments.
f <- function(fn, ...) fn(...)
f(checkDots, a = 1, b = 2)
#> Error:
#> ! In f(checkDots, a = 1, b = 2) :
#> extra named arguments 'a', 'b' are not allowed.
f(dotsNames, 1, 2)
#> [1] "" ""
f(subDots, x = a + b, y = a * b)
#> $x
#> a + b
#>
#> $y
#> a * b
f(dp1Dots, x = a + b, y = a * b)
#> x y
#> "a + b" "a * b"Warnings and Errors
-
match.argv()- matches function argument input to a list of valid values, not just strings likebase::match.arg(). -
stop2(),warning2()andstopifnot2()- wrappers forbase::stop(),base::warning()andbase::stopifnot()that enable the inclusion of any call on the stack in the error message via a more flexiblecall.argument. -
warningifnot()- a wrapper forstopifnot2()that produces a warning instead of an error. -
stopifnot.with()- a wrapper forstopifnot2()that evaluates expressions in a specified environment/data object (likebase::with()).
match.argv(1:3, list(c("a", "b"), list(1:3), 1:3))
#> [1] 1 2 3
f1 <- function(call.) stop2("error", call. = call.)
f2 <- function(call.) f1(call. = call.)
f2(call. = 2)
#> Error in `f2()`:
#> ! error
f1 <- function(call.) stopifnot2(all.equal(1, 2), call. = call.)
f2(call. = 1)
#> Error in `f1()`:
#> ! 1 and 2 are not equal:
#> Mean relative difference: 1
warningifnot(1 == 2, 3 > 4, warn.all = TRUE, call. = FALSE)
#> Warning: 1 == 2 is not TRUE
#> Warning: 3 > 4 is not TRUE
stopifnot.with(data.frame(x = 1, y = 2), x == y)
#> Error:
#> ! with data.frame(x = 1, y = 2) : x == y is not TRUEClasses
-
addClass()- adds a class/classes to an object, either preserving existing classes (by prepending given classes), or overwriting existing classes, and returning the object. -
isVector()- wrapper forbase::is.vector()that allows multiple classes to be specified. -
is.Date(),is.datetype(),is.POSIXt(),is.POSIXct()andis.POSIXlt()- date type predicates. -
is.boolean(),is.string()andnzstring()- predicates for common scalar values.
x <- structure(1:3, class = c("a", "b"))
class(addClass(x, "my_new_class"))
#> [1] "my_new_class" "a" "b"
isVector(1:3, c("character", "list", "numeric"))
#> [1] TRUE
is.Date(Sys.Date())
#> [1] TRUE
is.datetype(Sys.Date())
#> [1] TRUE
is.POSIXt(Sys.time())
#> [1] TRUE
is.POSIXct(Sys.time())
#> [1] TRUE
is.POSIXlt(Sys.time())
#> [1] FALSE
is.boolean(TRUE)
#> [1] TRUE
is.string("")
#> [1] TRUE
nzstring("")
#> [1] FALSEData Wrangling
Which min/max
-
whichMin()andwhichMax()- wrappers forbase::which.min()andbase::which.max()that offer a newlocargument to alternatively return the first, last, or all, minima/maxima.
NA’s
-
is.nonfinite()(and aliasis.nf()) - returns a logical vector indicating which elements are non-finite (i.e.,NA,NaN,Infor-Inf). -
anyNF()- returns the1-based index of the first non-finite value if any, otherwise0. -
whichNA()- returns the indices ofNAvalues. -
setNA()- sets given indices toNA. -
na.vector()- returns a vector ofNAvalues of a given length and type. -
na.refill()- for an object that has hadNAvalues removed bystats::na.omit(), refill theNAvalues at the original indices, returning an object of the same size as the original.
is.nonfinite(c(1, 2, NA, Inf))
#> [1] FALSE FALSE TRUE TRUE
anyNF(c(1, 2, NA, Inf))
#> [1] 3
whichNA(c(1, 2, NA, Inf))
#> [1] 3
x <- c(1, 2, 3, 4)
setNA(x, c(1, 3))
#> [1] NA 2 NA 4
na.vector(5, type = "character")
#> [1] NA NA NA NA NA
x <- stats::na.omit(c(1, 2, NA, 4))
x
#> [1] 1 2 4
#> attr(,"na.action")
#> [1] 3
#> attr(,"class")
#> [1] "omit"
na.refill(x)
#> [1] 1 2 NA 4
#> attr(,"na.action")
#> [1] 3
#> attr(,"class")
#> [1] "refilled"Wholeness
-
is.integerish()- returnsTRUEif elements are all ‘integerish’ orFALSEif not. -
is.whole()andis.wholenumber()- returns a singleTRUE/FALSE, or a logical vector, if elements are all whole numbers or not (according to an input tolerance), respectively.
is.integerish(c(1, 1.000000001))
#> [1] FALSE
is.whole(c(1, 1.000000001))
#> [1] TRUE
is.wholenumber(c(1, 2, 3.5, 4))
#> [1] TRUE TRUE FALSE TRUEDuplicates
-
repeated()- returns a logical vector indicating which elements are repeated (analogous toduplicated(x, fromLast = FALSE) | duplicated(x, fromLast = TRUE)). -
whichRepeated()- returns the indices of repeated elements. -
repeats()(and aliasnon.unique()) - returns repeated elements.
x <- c(1, 2, 3, 1, 2, 3, 4, 5)
repeated(x)
#> [1] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
whichRepeated(x)
#> [1] 1 2 3 4 5 6
repeats(x)
#> [1] 1 2 3 1 2 3Remove elements
-
rm.first()andrm.last()- removes the first or last ‘n’ elements of a vector, respectively.
Utilities
-
predapply()- applies a predicate function to each element of a vector, returning a logical vector. Option to reduce the output to a singleTRUEorFALSEvalue. -
empty.list()- wrapper forbase::vector("list", length)that returns an empty list of a given length. -
path()- wrapper forbase::file.path()andbase::normalizePath(). Option to specify if the path is on a shared drive, prepending.Platform$file.sepif so. -
dims()- returns the dimensions of an object, orc(length(x), 0L)if it has no dim attribute. -
enumerate()- returns a list of lists - one for each element of a vector, with the corresponding positional list containing the vector element, index and name. -
libraries()andrequires()- wrappers forbase::library()andbase::require()that can load multiple packages at once, either from names, strings, or character vectors.
predapply(1:10, is.even, reduce = "any")
#> [1] TRUE
empty.list(2)
#> [[1]]
#> NULL
#>
#> [[2]]
#> NULL
path("mysd", "mydir", sharedDrive = TRUE, mustWork = FALSE)
#> [1] "\\\\mysd\\mydir"
dims(1:10)
#> [1] 10 0
enumerate(c("a", el = "b"))
#> [[1]]
#> [[1]]$idx
#> [1] 1
#>
#> [[1]]$val
#> [1] "a"
#>
#> [[1]]$name
#> [1] ""
#>
#>
#> [[2]]
#> [[2]]$idx
#> [1] 2
#>
#> [[2]]$val
#> [1] "b"
#>
#> [[2]]$name
#> [1] "el"
libraries(stats, "utils")
x <- c("stats", "utils")
requires(x, "methods", character.only = TRUE)Performance
Functions should have similar overhead to their nearest R equivalents. Most of the ‘data wrangling’ functions have been implemented in C and typically perform equivalently to their R counterparts.
Getting help
If you encounter a clear bug, please file an issue with a minimal reproducible example on GitHub.
Code of Conduct
Please note that the suppr project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
