renv lets you easily switch between multiple versions of R. It's simple, unobtrusive, and follows the UNIX tradition of single-purpose tools that do one thing well.
This project was forked from pyenv, and modified for R.
- Let you change the global R version on a per-user basis.
- Provide support for per-project R versions.
- Allow you to override the R version with an environment variable.
- Search commands from multiple versions of R at a time.
- Depend on R itself. renv was made from pure shell scripts. There is no bootstrap problem of R.
- Need to be loaded into your shell. Instead, renv's shim
approach works by adding a directory to your
$PATH
. - Manage virtualenv. Of course, you can create virtualenv yourself.
From a bash terminal:
# Check available versions to install
$ renv install --list
# Install a new R version, 4.0.0 for example
$ renv install 4.0.0
# Set it as the local R version to use for the current directory (project)
$ renv local 4.0.0
# Start R, and surprise! it is version 4.0.0
$ R
From a bash terminal:
# Check currently installed versions
$ renv versions
# Update RStudio's data
$ renv update-rstudio-launcher
# And surprise again! Right click your RStudio launcher and start it running any other R version.
At a high level, renv intercepts R commands using shim
executables injected into your PATH
, determines which R version
has been specified by your application, and passes your commands along
to the correct R installation.
When you run a command like R
, your operating system
searches through a list of directories to find an executable file with
that name. This list of directories lives in an environment variable
called PATH
, with each directory in the list separated by a colon:
/usr/local/bin:/usr/bin:/bin
Directories in PATH
are searched from left to right, so a matching
executable in a directory at the beginning of the list takes
precedence over another one at the end. In this example, the
/usr/local/bin
directory will be searched first, then /usr/bin
,
then /bin
.
renv works by inserting a directory of shims at the front of your
PATH
:
$(renv root)/shims:/usr/local/bin:/usr/bin:/bin
Through a process called rehashing, renv maintains shims in that directory to match every R command across every installed version of R.
Shims are lightweight executables that simply pass your command along
to renv. So with renv installed, when you run, say, R
, your
operating system will do the following:
- Search your
PATH
for an executable file namedR
- Find the renv shim named
R
at the beginning of yourPATH
- Run the shim named
R
, which in turn passes the command along to renv
When you execute a shim, renv determines which R version to use by reading it from the following sources, in this order:
-
The
RENV_VERSION
environment variable (if specified). You can use therenv shell
command to set this environment variable in your current shell session. -
The application-specific
.R-version
file in the current directory (if present). You can modify the current directory's.R-version
file with therenv local
command. -
The first
.R-version
file found (if any) by searching each parent directory, until reaching the root of your filesystem. -
The global
$(renv root)/version
file. You can modify this file using therenv global
command. If the global version file is not present, renv assumes you want to use the "system" R. (In other words, whatever version would run if renv weren't in yourPATH
.)
Once renv has determined which version of R your application has specified, it passes the command along to the corresponding R installation.
Each R version is installed into its own directory under
$(renv root)/versions
.
For example, you might have these versions installed:
$(renv root)/versions/3.0.0/
$(renv root)/versions/3.6.3/
$(renv root)/versions/4.0.0/
As far as renv is concerned, version names are simply the directories in
$(renv root)/versions
.
This will get you going with the latest version of renv and make it easy to fork and contribute any changes back upstream.
-
Check out renv where you want it installed. A good place to choose is
$HOME/.renv
(but you can install it somewhere else).$ git clone https://github.com/jcrodriguez1989/renv-installer.git ~/.renv
-
Define environment variable
RENV_ROOT
to point to the path where renv repo is cloned and add$RENV_ROOT/bin
to your$PATH
for access to therenv
command-line utility.-
For bash:
$ echo 'export RENV_ROOT="$HOME/.renv"' >> ~/.bash_profile $ echo 'export PATH="$RENV_ROOT/bin:$PATH"' >> ~/.bash_profile
-
For Ubuntu Desktop:
$ echo 'export RENV_ROOT="$HOME/.renv"' >> ~/.bashrc $ echo 'export PATH="$RENV_ROOT/bin:$PATH"' >> ~/.bashrc
-
For Zsh:
$ echo 'export RENV_ROOT="$HOME/.renv"' >> ~/.zshrc $ echo 'export PATH="$RENV_ROOT/bin:$PATH"' >> ~/.zshrc
-
For Fish shell:
$ set -Ux RENV_ROOT $HOME/.renv $ set -Ux fish_user_paths $RENV_ROOT/bin $fish_user_paths
-
Proxy note: If you use a proxy, export
http_proxy
andHTTPS_PROXY
too.
-
-
Add
renv init
to your shell to enable shims and autocompletion. Please make sureeval "$(renv init -)"
is placed toward the end of the shell configuration file since it manipulatesPATH
during the initialization.$ echo -e 'if command -v renv 1>/dev/null 2>&1; then\n eval "$(renv init -)"\nfi' >> ~/.bash_profile
- Zsh note: Modify your
~/.zshrc
file instead of~/.bash_profile
. - fish note: Use
renv init - | source
instead ofeval (renv init -)
. - Ubuntu and Fedora note: Modify your
~/.bashrc
file instead of~/.bash_profile
.
General warning: There are some systems where the
BASH_ENV
variable is configured to point to.bashrc
. On such systems you should almost certainly put the above mentioned lineeval "$(renv init -)"
into.bash_profile
, and not into.bashrc
. Otherwise you may observe strange behaviour, such asrenv
getting into an infinite loop. See #264 for details. - Zsh note: Modify your
-
Restart your shell so the path changes take effect. You can now begin using renv.
$ exec "$SHELL"
-
Install R build dependencies before attempting to install a new R version. The renv wiki provides suggested installation packages and commands for various operating systems.
-
Install R versions into
$(renv root)/versions
. For example, to download and install R 3.0.0, run:$ renv install 3.0.0
NOTE: If you need to pass configure option to build, please use
CONFIGURE_OPTS
environment variable.NOTE: If you want to use proxy to download, please use
http_proxy
andhttps_proxy
environment variable.NOTE: If you are having trouble installing an R version, please visit the wiki page about Common Build Problems
If you've installed renv using the instructions above, you can upgrade your installation at any time using git.
To upgrade to the latest development version of renv, use git pull
:
$ cd $(renv root)
$ git pull
The simplicity of renv makes it easy to temporarily disable it, or uninstall from the system.
- To disable renv managing your R versions, simply remove the
renv init
line from your shell startup configuration. This will remove renv shims directory from PATH, and future invocations likeR
will execute the system R version, as before renv.
renv
will still be accessible on the command line, but your R
apps won't be affected by version switching.
- To completely uninstall renv, perform step (1) and then remove
its root directory. This will delete all R versions that were
installed under
$(renv root)/versions/
directory:rm -rf $(renv root)
Then follow the rest of the post-installation steps under Basic GitHub Checkout above, starting with #3 ("Add renv init
to your shell to enable shims and autocompletion").
Skip this section unless you must know what every line in your shell profile is doing.
renv init
is the only command that crosses the line of loading
extra commands into your shell. Coming from rvm, some of you might be
opposed to this idea. Here's what renv init
actually does:
-
Sets up your shims path. This is the only requirement for renv to function properly. You can do this by hand by prepending
$(renv root)/shims
to your$PATH
. -
Installs autocompletion. This is entirely optional but pretty useful. Sourcing
$(renv root)/completions/renv.bash
will set that up. There is also a$(renv root)/completions/renv.zsh
for Zsh users. -
Rehashes shims. From time to time you'll need to rebuild your shim files. Doing this on init makes sure everything is up to date. You can always run
renv rehash
manually. -
Installs the sh dispatcher. This bit is also optional, but allows renv and plugins to change variables in your current shell, making commands like
renv shell
possible. The sh dispatcher doesn't do anything crazy like overridecd
or hack your shell prompt, but if for some reason you needrenv
to be a real script rather than a shell function, you can safely skip it.
To see exactly what happens under the hood for yourself, run renv init -
.
As time goes on, you will accumulate R versions in your
$(renv root)/versions
directory.
To remove old R versions, renv uninstall
command to automate
the removal process.
Alternatively, simply rm -rf
the directory of the version you want
to remove. You can find the directory of a particular R version
with the renv prefix
command, e.g. renv prefix 3.0.0
.
See COMMANDS.md.
You can affect how renv operates with the following settings:
name | default | description |
---|---|---|
RENV_VERSION |
Specifies the R version to be used. Also see renv shell |
|
RENV_ROOT |
~/.renv |
Defines the directory under which R versions and shims reside. Also see renv root |
RENV_DEBUG |
Outputs debug information. Also as: renv --debug <subcommand> |
|
RENV_HOOK_PATH |
see wiki | Colon-separated list of paths searched for renv hooks. |
RENV_DIR |
$PWD |
Directory to start searching for .R-version files. |
The renv source code is hosted on GitHub. It's clean, modular, and easy to understand, even if you're not a shell hacker.
Tests are executed using Bats:
$ bats test
$ bats/test/<file>.bats
Please feel free to submit pull requests and file bugs on the issue tracker.