Having an up-to-date environment is the first good practice. Please install the
latest versions of , RStudio
, Pandoc
,
Quarto
, and git
.
Select Download R for Windows |
Base |
Download R 4.3.1 for Windows
and follow instructions.
RStudio Desktop
Download the version for Windows 10/11 and follow instructions.
Rtools4.3
Rtools4.3
is strongly recommended to install some packages
from sources. It contains different utilities, in particular the utility make
.
Download the 64-bit version for Windows and follow instructions.
git
Download the 64-bit version for Windows and follow instructions (select the default options).
pandoc
The package rmarkdown
requires the software pandoc
to convert document from one format (e.g. .Rmd
) to
another (e.g. .html
).
Download the latest version of pandoc
(file with the extension .msi) at:
https://github.com/jgm/pandoc/releases/,
and follow instructions.
Quarto
Quarto
is a multi-language, next-generation version of R Markdown developed
by Posit (formely RStudio Inc.), and includes dozens of new
features and capabilities.
Download the latest version of Quarto
(file with the extension .msi) at:
https://quarto.org/docs/get-started/,
and follow instructions.
In addition to this software you need to install the package quarto
:
# Install quarto package ----
install.packages("quarto")
LaTeX
distributionIf you want to convert documents from .Rmd
to .pdf
, you will need LaTeX
.
You can install a lightened distribution using the
package tinytex
.
Open RStudio
and run:
# Install tinytex package ----
install.packages("tinytex")
# Install LaTeX distribution ----
tinytex::install_tinytex()
If you already have a LaTeX
distribution, do not install tinytex
.
Open RStudio
and run:
# Get R version ----
R.version.string
## "R version 4.3.1 (2023-06-16)"
# Check if git is installed ----
Sys.which("git")
## git
## "C:/path/to/git.exe"
# Check if Rtools is installed ----
Sys.which("make")
## make
## "C:/path/to/make.exe"
# Check if Pandoc is installed ----
Sys.which("pandoc")
## pandoc
## "C:/path/to/Pandoc"
# Check if Quarto is installed ----
Sys.which("Quarto")
## Quarto
## "C:/path/to/Quarto"
# Check if LaTeX is installed ----
Sys.which("pdflatex")
## pdflatex
## "C:/path/to/pdflatex"
# Install package from sources ----
install.packages("jsonlite", type = "source")
Go to the section Configuration to learn how to configure git
& GitHub
The easiest way to set up your environment is by using the package manager for macOS
Homebrew
. With this tool you can install (and update) your
software directly from the terminal. First you need to install the Apple software
Command Line Tools for Xcode.
Open a terminal, run this line and accept the license:
# Install Xcode Command Line Tools ----
sudo xcode-select --install
Then you can install Homebrew
itself:
# Install Homebrew ----
/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
# Check installation ----
brew --version
## Homebrew 4.1.11
# Update repositories (list of available software) ----
brew update
Follow these lines to install your environment:
# Install utilities for R ----
brew install --cask xquartz ## Graphical window system
brew install gfortran ## FORTRAN compiler for GCC
# Install R ----
brew install --cask r
# Install RStudio Desktop ----
brew install --cask rstudio
# Install git ----
brew install git
# Install pandoc ----
brew install pandoc ## Convert documents (Rmd, html, etc.)
## Install Quarto ----
brew install --cask quarto ## A next-generation of R Markdown
In addition you need to install the package quarto
:
# Install quarto package ----
install.packages("quarto")
If you want to convert documents from .Rmd
to .pdf
, you will need LaTeX
.
You can install a lightened distribution using the
package tinytex
.
Open RStudio
and run:
# Install tinytex ----
install.packages("tinytex")
# Install LaTeX ----
tinytex::install_tinytex()
Important: If you already have a LaTeX
distribution, do not install tinytex
.
Open RStudio
and check your installation:
# Get R version ----
R.version.string
## "R version 4.3.1 (2023-06-16)"
# Check if git is installed ----
Sys.which("git")
## git
## "/usr/bin/git"
# Check if Rtools is installed ----
Sys.which("make")
## make
## "/usr/bin/make"
# Check if Pandoc is installed ----
Sys.which("pandoc")
## pandoc
## "/usr/local/bin/pandoc"
# Check if Quarto is installed ----
Sys.which("Quarto")
## Quarto
## "/usr/local/bin/Quarto"
# Check if LaTeX is installed ----
Sys.which("pdflatex")
## pdflatex
## "/usr/local/bin/pdflatex"
# Install package from sources ----
install.packages("jsonlite", type = "source")
To keep your system up-to-date, run time to time:
# Update environment ----
brew update && brew upgrade --greedy
Go to the section Configuration to learn how to configure git
& GitHub
First check your version of Ubuntu in a terminal:
# Check Ubuntu version ----
cat /etc/issue
## Ubuntu 22.04 LTS
Release | Release name | Repository URL |
---|---|---|
22.04 LTS | Jammy Jellyfish | https://cloud.r-project.org/bin/linux/ubuntu jammy-cran40/ |
20.04 LTS | Focal Fossa | https://cloud.r-project.org/bin/linux/ubuntu focal-cran40/ |
18.04 LTS | Bionic Beaver | https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ |
Install by following these steps (change the URL below by the one specific to your version of Ubuntu, cf. Table 1) :
# Install APT utilities ----
sudo apt install build-essential software-properties-common wget
# Add CRAN GPG key ----
wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc | sudo tee -a /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc
# Add CRAN repository to APT repositories list ----
sudo add-apt-repository 'deb https://cloud.r-project.org/bin/linux/ubuntu jammy-cran40/'
# Update packages list ----
sudo apt update
# Install R ----
sudo apt install r-base r-base-dev
To install RStudio Desktop
visit this page:
https://posit.co/download/rstudio-desktop/, download the
.deb
file for Ubuntu 22 (or Ubuntu 20/Debian 11 depending on your version)
and install it.
Alternatively, you can install RStudio Desktop
from the terminal:
# Download RStudio Desktop installer (Ubuntu = 22.04) ----
wget https://download1.rstudio.org/electron/jammy/amd64/rstudio-2023.06.2-561-amd64.deb
# Install RStudio Desktop ----
sudo dpkg -i rstudio-2023.06.2-561-amd64.deb
# Remove installer ----
rm rstudio-2023.06.2-561-amd64.deb
Now let’s install git
:
sudo apt install git
And Pandoc
(to convert documents with rmarkdown
):
sudo apt install pandoc
Let’s install the Quarto software, a multi-language, next-generation version of R Markdown developed by Posit (formerly RStudio), that includes dozens of new features and capabilities.
# Download Quarto installer ----
wget https://github.com/quarto-dev/quarto-cli/releases/download/v1.4.371/quarto-1.4.371-linux-amd64.deb
# Install Quarto ----
sudo dpkg -i quarto-1.4.371-linux-amd64.deb
# Remove installer ----
rm quarto-1.4.371-linux-amd64.deb
In addition you need to install the package quarto
:
# Install quarto package ----
install.packages("quarto")
If you want to convert documents from .Rmd
to .pdf
, you will need LaTeX
.
You can install a lightened distribution using the
package tinytex
.
Open RStudio
and run:
# Install tinytex ----
install.packages("tinytex")
# Install LaTeX ----
tinytex::install_tinytex()
Open RStudio
and check your installation:
# Get R version ----
R.version.string
## "R version 4.3.1 (2023-06-16)"
# Check if git is installed ----
Sys.which("git")
## git
## "/usr/bin/git"
# Check if Rtools is installed ----
Sys.which("make")
## make
## "/usr/bin/make"
# Check if Pandoc is installed ----
Sys.which("pandoc")
## pandoc
## "/usr/bin/pandoc"
# Check if Quarto is installed ----
Sys.which("Quarto")
## Quarto
## "/usr/bin/Quarto"
# Check if LaTeX is installed ----
Sys.which("pdflatex")
## pdflatex
## "/usr/bin/pdflatex"
# Install package from sources ----
install.packages("jsonlite", type = "source")
To keep your system up-to-date, run time to time:
## Update system ----
sudo apt update && sudo apt upgrade -y
Go to the section Configuration to learn how to configure git
& GitHub
git
To use git
, you need to store your credentials (user name and email)
that will be added to all your commits.
Open a terminal (you can use the terminal of RStudio) and run:
git config --global user.name "Jane Doe"
git config --global user.email "jane.doe@mail.com"
When you create a new git project the default branch will be named master. It’s recommended to replace master by main (for more information read this article).
On a terminal, run:
git config --global init.defaultBranch main
From now when you will initialize git
in a new project the default branch will be main.
To communicate with GitHub, you can use the protocol HTTPS (default) or the protocol SSH (recommended). The protocol SSH is a more secure method of logging into a remote server (GitHub). To use this protocol, you need to generate an SSH keys pair that consists in creating two long strings of characters: a public key and a private key. You can place the public key on any server (for instance GitHub), and then connect to the server using a device (your laptop) that has access to the private key.
To generate a new SSH keys pair proceed as follow:
RStudio
and click on: Tools > Global options > Git/SVN
~/.ssh/
. If you are on Ubuntu you need to install
ssh-askpass
: sudo apt install ssh-askpass
Let’s test the SSH connection with GitHub. Open a terminal and run:
ssh -T git@github.com
When you first connect to GitHub (and to any remote server), you will be asked if you trust this server:
The authenticity of host '[92.168.45.3]:22' can't be established.
RSA key fingerprint is ...
Are you sure you want to continue connecting (yes/no/[fingerprint])?
Just write yes
and press Enter
. This will add a line in the file
~/.ssh/known_hosts
that lists all your trusted servers.
Congrats! You can now communicate with GitHub using the SSH protocol.
From now, you need to use the SSH URL when connecting to a GitHub repo.
# SSH URL (use this one) ----
git@github.com:github_account/github_repo.git
# HTTPS URL ----
https://github.com/github_account/github_repo.git
If you lose your private SSH key you won’t be able to establish a connection with GitHub. You’ll need to delete your SSH key on GitHub and to create a new one.
If you want to use the GitHub API, essentially with the package
usethis
(and rcompendium
),
you need to create a GitHub Personal Access Token (PAT).
Proceed as follow:
Then open RStudio
and run:
# Install usethis package ----
install.packages("usethis")
# Open ~/.Renviron file ----
usethis::edit_r_environ()
## • Modify '~/.Renviron'
## • Restart R for changes to take effect
In the ~/.Renviron
file, add this new line: GITHUB_PAT='XXX'
where XXX
is your token.
Do not forget to restart .
Finally let’s tell usethis
to use the SSH protocol to communicate with GitHub.
Open RStudio and run:
# Open ~/.Rprofile file ----
usethis::edit_r_profile()
## • Modify '~/.Rprofile'
## • Restart R for changes to take effect
In the ~/.Rprofile
file, add this new line: options(usethis.protocol = "ssh")
.
Do not forget to restart .
If you see mistakes or want to suggest changes, please Create an issue on the source repository.
The material of this website is licensed under Creative Commons Attribution CC BY 4.0. Source code is available at https://github.com/frbcesab/training-courses/.