R - Package

1 - About

R functionality is divided into a number of packages.

The package contained in the “base” system include utils, stats, datasets, graphics, grDevices, grid, methods, tools, parallel, compiler, splines, tcltk, stats4. And

The package recommended are boot, class, cluster, codetools, foreign, KernSmooth, lattice, mgcv, nlme, rpart, survival, MASS, spatial, nnet, Matrix.

There are about 4000 packages on the CRAN repository

3 - Popularity

  1. plyrTools for splitting, applying and combining data
  2. digest Create cryptographic hash digests of R objects
  3. ggplot2 An implementation of the Grammar of Graphics
  4. colorspace - Color Space Manipulation
  5. stringr Make it easier to work with strings

4 - Management

4.1 - libPath

Search path for package. See R Admin - libPaths

4.2 - Install

Download and install Package with the following command from cran


install.packages("psych") 
install.packages("stringr", dependencies=TRUE)

  • From GitHub if not in Cran with devtools.

if (!require('devtools')) install.packages('devtools')
devtools::install_github("ropensci/plotly")
devtools::install_github('apache/[email protected]', subdir='R/pkg')

  • From the local disk

cd $PACKAGE
R -e "devtools::install('.')"

See also: librarian - install, update, and attach packages from CRAN and GitHub in the same function call.

4.3 - Uninstall / Remove


remove.packages(pkgs, lib)

# Example
remove.packages("sparklyr")

where:

4.4 - Installation location

Package are installed locally on Windows at: USER_HOME\Documents\R\win-library\

4.5 - Info


utils::packageDescription("RevoUtils")


Package: RevoUtils
Version: 10.0.7
Date: 2018-01-03
RevoBuildID: {10.0.7.0116}
Title: Microsoft R Utility Package
Author: Microsoft Corporation
Maintainer: Microsoft Corporation <[email protected]>
SystemRequirements: R (>= 3.0.0)
Description: Utility functions for Microsoft R
License: GPL-2
Copyright: Microsoft Corporation
MRANDate: 2018-01-01
Built: R 3.4.3; ; 2018-01-02 22:34:00 UTC; windows

-- File: C:/Program Files/Microsoft/ML Server/R_SERVER/library/RevoUtils/Meta/package.rds 

get one info


utils::packageDescription("RevoUtils")$MRANDate


[1] "2018-01-01"

4.6 - Meta

The meta (description) of the package are in the DESCRIPTION file.

Example for sparklyr


Package: sparklyr
Type: Package
Title: R Interface to Apache Spark
Version: 0.5.4
[email protected]: c(
    person("Javier", "Luraschi", email = "[email protected]", role = c("aut", "cre")),
    person("Kevin", "Ushey", role = "aut", email = "[email protected]"),
    person("JJ", "Allaire", role = "aut", email = "[email protected]m"),
    person(family = "RStudio", role = c("cph")),
    person(family = "The Apache Software Foundation", role = c("aut", "cph"))
    )
Maintainer: Javier Luraschi <[email protected]>
Description: R interface to Apache Spark, a fast and general engine for big data
    processing, see <http://spark.apache.org>. This package supports connecting to
    local and remote Apache Spark clusters, provides a 'dplyr' compatible back-end,
    and provides an interface to Spark's built-in machine learning algorithms.
License: Apache License 2.0 | file LICENSE
URL: http://spark.rstudio.com
BugReports: https://github.com/rstudio/sparklyr/issues
LazyData: TRUE
RoxygenNote: 6.0.0
Depends: R (>= 3.1.2)
Imports: methods, lazyeval (>= 0.2.0), dplyr (>= 0.5.0), DBI (>= 0.6),
        readr (>= 0.2.0), digest, config, rappdirs, assertthat,
        rprojroot, withr, httr, jsonlite, base64enc
Suggests: testthat, RCurl, janeaustenr
NeedsCompilation: no
Packaged: 2017-04-25 06:40:26 UTC; javierluraschi
Author: Javier Luraschi [aut, cre],
  Kevin Ushey [aut],
  JJ Allaire [aut],
  RStudio [cph],
  The Apache Software Foundation [aut, cph]
Repository: CRAN
Date/Publication: 2017-04-25 07:24:39 UTC
Built: R 3.3.3; ; 2017-04-28 11:22:35 UTC; windows

4.7 - Load

To load package, use the library function


library(psych)

4.8 - Unload


detach("package:RJDBC", unload = TRUE)

4.9 - Verify is a package is loaded


search()
 [1] ".GlobalEnv"        "tools:rstudio"     "package:stats"     "package:graphics" 
 [5] "package:grDevices" "package:utils"     "package:datasets"  "package:methods"  
 [9] "Autoloads"         "package:base"     

4.10 - Creating a package

4.11 - Documentation

Get the help on one package


help(package=boot)

5 - Documentation / Reference


Data Science
Data Analysis
Statistics
Data Science
Linear Algebra Mathematics
Trigonometry

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