vswitch: Vectorised switch

In kit: Data Manipulation Functions Implemented in C

Vectorised switch

Description

vswitch/ nswitch is a vectorised version of base function switch. This function can also be seen as a particular case of function nif, as shown in examples below, and should also be faster.

Usage

    vswitch(x, values, outputs, default=NULL,
            nThread=getOption("kit.nThread"),
            checkEnc=TRUE)
    nswitch(x, ..., default=NULL,
            nThread=getOption("kit.nThread"),
            checkEnc=TRUE)

Arguments

x	A vector or list.
values	A vector or list with values from x to match. Note that x and values must have the same class and attributes.
outputs	A list or vector with the outputs to return for every matching values. Each item of the list must be of length 1 or length of x. Note that if all list items are of length 1 then it might be simpler to use a vector.
...	A sequence of values and outputs in the following order value1, output1, value2, output2, ..., valueN, outputN. Values value1, value2, ..., valueN must all have length1, same type and attributes. Each output may either share length with x or be length 1. Please see Examples section for further details.
default	Values to return is no match. Must be a vector or list of length 1 or same length as x. Also, default must have the same type, class and attributes as items from outputs.
nThread	A integer for the number of threads to use with openmp. Default value is getOption("kit.nThread").
checkEnc	A logical value whether or not to check if x and values have comparable and consistent encoding. Default is TRUE.

Value

A vector or list of the same length as x with values from outputs items and from default if missing.

Author(s)

Morgan Jacob

See Also

iif nif

Examples

x = sample(c(10L, 20L, 30L, 40L, 50L, 60L), 3e2, replace=TRUE)

# The below example of 'vswitch' is
a1 = vswitch(
  x = x,
  values = c(10L,20L,30L,40L,50L),
  outputs = c(11L,21L,31L,41L,51L),
  default = NA_integer_
)

# equivalent to the following 'nif' example.
# However for large vectors 'vswitch' should be faster.
b1 = nif(
  x==10L, 11L,
  x==20L, 21L,
  x==30L, 31L,
  x==40L, 41L,
  x==50L, 51L,
  default = NA_integer_
)
identical(a1, b1)

# nswitch can also be used as follows:
c1 = nswitch(x,
  10L, 11L,
  20L, 21L,
  30L, 31L,
  40L, 41L,
  50L, 51L,
  default = NA_integer_
)
identical(a1, c1)

# Example with list in 'outputs' argument
y = c(1, 0, NA_real_)
a2 = vswitch(
  x = y,
  values = c(1, 0),
  outputs = list(c(2, 3, 4), c(5, 6, 7)),
  default = 8
)

b2 = nif(
  y==1, c(2, 3, 4),
  y==0, c(5, 6, 7),
  default = 8
)

identical(a2, b2)

c2 = nswitch(y,
  1, c(2, 3, 4),
  0, c(5, 6, 7),
  default = 8
)

identical(a2, c2)

# Benchmarks
# ----------
# x = sample(1:100, 3e8, TRUE) # 1.1Gb
# microbenchmark::microbenchmark(
# nif=kit::nif(
#   x==10L,  0L,
#   x==20L, 10L,
#   x==30L, 20L,
#   default= 30L
#  ),
# vswitch=kit::vswitch(
#   x, c( 10L, 20L, 30L), list(0L, 10L, 20L), 30L
# ),
# times=10L
# )
# Unit: seconds
#    expr   min    lq  mean median   uq  max neval
# nif      4.27  4.37  4.43   4.42 4.52 4.53    10
# vswitch  1.08  1.09  1.20   1.10 1.43 1.44    10 # 1 thread
# vswitch  0.46  0.57  0.57   0.58 0.58 0.60    10 # 2 threads

kit documentation built on June 22, 2024, 10:44 a.m.