--- title: "f - Converting renv projects to Nix projects" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{e-interactive-use} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r, include = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ``` ```{r, include=FALSE} library(rix) ``` ## Introduction `{renv}` is very likely the most popular package to set up per project libraries of R packages. `{renv}` generates and manages so-called `renv.lock` files at the level of a project, and using these files it is thus possible to have different versions of the same packages on the same system, without any interference. However, `{renv}` doesn't snapshot R itself, so different projects with different libraries of packages will end up using the same version of R, which could lead to issues, especially if you're trying to restore an old project which relied on an old version of R. Also, in some cases, it might be impossible to restore a project due to incompatibilities at the level of the system-level dependencies, as these are not managed by `{renv}`. As explained extensively in this documentation already, Nix handles all the different pieces of the reproducibility puzzle: versions of R packages, versions of R, and versions of system-level dependencies are all handled by Nix. In other words, it's possible to have per project complete development environments that are completely reproducible. While Nix has been around for 20 years, it was never widely adopted by R users, who instead have already invested a lot of effort into `{renv}` and Docker. The goal of `{rix}` is to ease adoption of Nix for R users for new projects, but there is also a need to convert historical `{renv}` projects into Nix. This is where `renv2nix()` can help. ## Converting an historical renv project There are two ways that you can convert an historical project: the recommended way is to copy the historical `renv.lock` file into a new, empty folder. Do not copy any of the other generated `{renv}` files nor folders. From there, call `renv2nix()` like so: ```r renv2nix( renv_lock_path = "path/to/rix_project/renv.lock", project_path = "path/to/rix_project" ) ``` This will generate a `default.nix` and `.Rprofile` files for your Nix project. The other way to achieve this is to point the `renv_lock_path` argument to the historical `renv.lock` file without copying it to a new folder: ```r renv2nix( renv_lock_path = "path/to/original/renv_project/renv.lock", project_path = "path/to/rix_project" ) ``` But this is not the recommended approach. Instead keep the original `renv.lock` file and the generated `default.nix` files together (ideally with the call to `renv2nix()` in an R script) and commit everything into version control. ## Starting a new project If you start a new project, you don't need to use `renv2nix()`, as you could directly use `rix()` to generate a `default.nix` file. However, you could start with generating an `renv.lock` file using `renv::snapshot()` and then call `renv2nix()`, to generate the appropriate `default.nix` file. Because `renv::snapshot()` does not call `renv::init()` this will not generate any other files that could interfere with `{rix}`. Doing this could be useful if you have the habit of starting writing code and then would like to generate a `default.nix` file later. We don't recommend working like this and instead urge you to start from an environment and work from the very beginning from that environment. ## Caveats ### Package versions are not exactly the same between the renv.lock and default.nix files `renv2nix()` has two methods, `"fast"` and `"accurate"`. `"fast"` simply lists the version of R and R packages, and generates a `default.nix` expression without trying to match package versions exactly. We believe that this is acceptable for most use cases. The planned `"accurate"` method will instead try to do its best to match exact package versions. However, due to how differently Nix and `{renv}` handle snapshotting, it will not be possible to match package versions exactly even with the planned `"accurate"` method. If you absolutely need a very specific version of a package, there are other ways to achieve this, by providing for example the required version to the `r_pkgs` argument of `rix()`, like this: `rix(r_pkgs = "dplyr@0.8.0")`. This however tries to build the pacage from source, which can fail. If this is the case, don't hesitate to open an issue. Better handling of individual package versions is planned for a future release. ### Don’t use the same folder for your Nix and {renv} projects As stated previously, don't convert an `renv.lock` file into a `default.nix` file from a folder that contains the `renv.lock` file and the `{renv}` generated `.Rprofile` file and `renv/` folder. Instead, work from a new empty folder in which you copy the `renv.lock` file. ### Mind the R version Many R users do not update R very often, so when they generate an `renv.lock` file, the `renv.lock` will list an old version of R, but quite recent packages. The way `{rix}` generates `default.nix` files is by looking at the version of R and then install packages that were current at that time. So if the `renv.lock` file lists an old version of R, the packages that will be included in the `default.nix` file will also be old. You could even end up in a situation where a package is not available because it only recently got released on CRAN. To avoid problems, use the `override_r_ver` argument of `renv2nix()` to provide a more recent version of R, that matches roughly when the packages were released.