renv | renv : Project environments for R | Continous Integration library
kandi X-RAY | renv Summary
kandi X-RAY | renv Summary
The renv package helps you create reproducible environments for your R projects. Use renv to make your R projects more:. Isolated: Installing a new or updated package for one project won't break your other projects, and vice versa. That's because renv gives each project its own private package library. Portable: Easily transport your projects from one computer to another, even across different platforms. renv makes it easy to install the packages your project depends on. Reproducible: renv records the exact package versions you depend on, and ensures those exact versions are the ones that get installed wherever you go.
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Community Discussions
Trending Discussions on renv
QUESTION
I've spent the day trying to load the appropriate package versions in R that I saved in a renv lockfile.
I used the package RVAideMemoire which is tied in with mixOmics in bioconductor, which can't be loaded automatically using renv::restore()
.
I followed the steps outlined here to install the appropriate version of bioconductor (3.11) to get moxOmics version 6.12.1.
R how to install a specified version of a bioconductor package?
Unfortunately I ended up with mixOmics version 6.14.1. I attempted to load the earlier version using:
...ANSWER
Answered 2022-Feb-25 at 04:17BiocManager::install()
doesn't provide an interface for installing specific versions of a package. The documentation for the version argument states:
version: 'character(1)' Bioconductor version to install, e.g., 'version = "3.8"'. The special symbol 'version = "devel"' installs the current 'development' version.
That is, it relates to the Bioconductor version, not the package version.
That said, you should be able to use renv
to install a specific version of the package from Bioconductor. For example:
QUESTION
What is the simple and elegant way to use renv
, venv
and jupyterlab
with IRkernel
together? In particular, how to automatically activate renv
from jupyter notebook that is not in the root directory?
I'm embracing a "polyglot" data science style, which means using both python and R in tandem. Now venv
is awesome, and renv
is awesome, and jupyterlab
is awesome, so I'm trying to figure out what is the neat way to use them all together.
I almost have it, so probably a few hints would be enough to finish this setup. Here's where I'm at.
SystemStart with a clean OS, and install system level requirements: R + renv and Python + venv. For example on Ubuntu it would be approximatelly like that:
...ANSWER
Answered 2022-Feb-24 at 20:06I opened this question as an issue in the renv
github repo, and maintainers kindly provided a workaround. The contents of the notebooks/.Rprofile
should be as follows:
QUESTION
I ran
...ANSWER
Answered 2022-Feb-18 at 22:33Your lockfile has merge conflict markers embedded:
QUESTION
I am deploying multiple R versions on multiple virtual desktops. I've built 3.6.3
and 4.1.2
R from source on Ubuntu 18.04.3 LTS
. None of them finds the system-wide Rprofile.site
file in /etc/R
or the system certificates in /usr/share/ca-certificates
. However R (3.4.4
) installed with APT has no such problems. I used Ansible, but for the sake of this question I reproduced the deployment for one host with a shell script.
ANSWER
Answered 2022-Jan-14 at 17:25Finally I found the solution:
Since both system has the arch and OS. I cross copied the R compiled installations between them. The R which was compiled on the problematic system, but was run on the correct one gave the warnings below after the calling of the install.packages("renv", repos="https://cran.wu.ac.at/")
QUESTION
I have a M1 Macbook Pro running OS Big Sur and just tried to install rjags
and JAGS
. I downloaded JAGS from https://sourceforge.net/projects/mcmc-jags/ without a problem, and ran install_packages("rjags")
, but when I run library(rjags)
I get this error:
ANSWER
Answered 2021-Dec-30 at 23:13See here for a similar post.
So have you installed the correct version of JAGS on your Apple computer?
Essentially, rjags is an R interface and it needs an installed JAGS (a back-end you mentioned) to function.
Follow the instructions here to install JAGS on Apple computers with M1 chips.
Also from the link above (from JAGS development team):
A readme file is provided in the disk image - please do read it.
If you find that rjags fails to load after installation of JAGS, make sure you have installed the Mavericks or El Capitan binary of R from CRAN. If you really need the Snow Leopard build of R (or if you compiled R yourself) you will have to compile JAGS from source.
If you have followed the instructions above (and in the relevant README file) and are still having problems with installation of these binaries, please let us know via the JAGS discussion forum.
PS: I would comment if I could, but I am new here and don't have enough points to do so.
QUESTION
I have an RStudio project that manages packages using renv
, which works great.
But sometimes I want to debug or explore something using libraries on my main environment(right word?) that I don't want to add to the project. For example, maybe I want to run some long debug function and call beepr::beep()
at the end. Is that possible without installing the beepr
package to the project?
ANSWER
Answered 2021-Dec-01 at 18:38You could technically disable sandboxing, which is where renv
prevents packages installed in the system library from being made available in the project (which is why you wouldn't be able to use beepr::beep()
in your example. You can change your user configuration easily, just see the documentation from env. The setting here would be renv.config.sandbox.enabled
.
However, I don't think that's the best option. Depending on the snapshot type settings described in ?renv::snapshot
, you needn't worry about installing beepr
but it getting added to the lock file.
You can check or set the snapshot type using:
QUESTION
Im trying to set up a CI for a R package. In that regard I`m considering circleCI, which has worked out with previous R projects. However this time, I get the following error:
...ANSWER
Answered 2021-Nov-22 at 04:34The issue here is most likely that your run stage, here:
QUESTION
Values in my DataFrame look like this:
...ANSWER
Answered 2021-Oct-30 at 18:11You can use regex(re.search
) to find the first occurence of _ + digit and then you can solve the problem.
Code:
QUESTION
I am running into some errors I do not fully understand when trying to call purrr::map
around dplyr::mutate
. The reproducible code is as follows:
ANSWER
Answered 2021-Oct-13 at 22:40It is an issue with rowwise
group attribute. As we are looping over each element in map
, just ungroup
QUESTION
I'm on a mac m1 machine. I'm using RStudio in Anaconda and I wanted to update the R packages with the update button. However, I got the same error for many of the packages when I tried to update. Here is one example:
...ANSWER
Answered 2021-Sep-15 at 22:16It is simpler to avoid using install.packages()
when using an R environment managed by Conda, especially when the package involves compilation. Instead, prefer using Conda for installation. In this particular case, use
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