R
R comes with a very large number of packages, many of which available through nixpkgs. In particular, any package available through CRAN.
Similarly to Python, your packages must be declared when installing R. Commands such as install.packages("ggplot2") will not work.
To install R with a collection of packages, a new nix package must be defined, for instance
with pkgs;
let
R-with-my-packages = rWrapper.override{ packages = with rPackages; [ ggplot2 dplyr xts ]; };
in ...
and then you can put R-with-my-packages into your environment.systemPackages for a system-wide installation, for instance.
If you with to use `nix-shell` to generate an on-the-fly environment with some R packages, the command is similar:
nix-shell --packages 'rWrapper.override{packages = [ rPackages.ggplot2 ];}'
RStudio
RStudio uses a standard set of packages and ignores any custom R environments, like the one set up above. To install it you can use rstudioWrapper just as we used rWrapper earlier.
RStudio-with-my-packages = rstudioWrapper.override{ packages = with rPackages; [ ggplot2 dplyr xts ]; };
Jupyter Notebook
Use jupyterWith
This shell.nix file creates a jupyter environment with the IRKernel available.
{ pkgs ? import <nixpkgs> {} }:
let
packageOverrides = pkgs: {
JupyterKernel = pkgs.juniper;
};
jupyter = import (pkgs.fetchFromGitHub {
owner = "tweag";
repo = "jupyterWith";
# Replace this with current revision.
rev = "269999caa8d506e93ff56c8643cecb91ded2fdef";
sha256 = "08iig872ay8d711n2gbfzrf496m9x9a9xwr0xca9hn7j61c3xr43";
fetchSubmodules = true;
}) {};
kernels = jupyter.kernels;
irkernel = kernels.iRWith {
name = "nixpkgs";
# Libraries to be available to the kernel.
packages = p: with p; [
ggplot2
];
};
jupyterEnvironment = (jupyter.jupyterlabWith {
kernels = [ irkernel ];
});
in
jupyterEnvironment.env
R with Lorri
An example of a shell.nix for usage with lorri is shown below:
let
pkgs = import <nixpkgs> {};
in
pkgs.mkShell {
buildInputs = with pkgs; [
R
rPackages.rmarkdown
rPackages.knitr
];
}
A note on knitr
To knit a .Rmd file to a pdf (or .Rnw), you need to have included in your envronment pkgs.texlive.combined.scheme-fullas well as pandoc or it will fail to knit. None of the other texlive packages contain the proper "frame" package. Note there are likely other workarounds but this requires the least effort.
Other Editors
with vim - nvim-r
with emacs - emacs speaks statistics