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Introduction

If you want to help us make the R ecosystem better on Nix by fixing packages, then read on!

This Vignette will help you help us! It lists common ways that packages can break and teaches you how to fix these R packages for inclusion to nixpkgs. Every package available on CRAN and Bioconductor gets built on Hydra and made available through the rPackages package set. So there’s no need to manually package them. However, some packages don’t build successfully, and require manual fixing. Most of them are very quick, one-line fixes, but others require a bit more work. The goal of this Vignette is to make you quickly familiar with the main reasons a package may be broken and explain to you how to fix it, and why certain packages get fixed in certain ways.

This vignette assumes that you are comfortable with Git and with the concepts of branches and PRs (pull requests) and with compiling software on Linux.

Setting up

We first need to set up some thing. Fork the nixpkgs repository and clone it to your computer. Then, add the original repository as a remote:

git checkout master

# Add upstream as a remote
git remote add upstream git@github.com:NixOS/nixpkgs.git

This way, each time you want to fix a package, you can fetch the latest updates from upstream and merge them to your local copy:

# Fetch latest updates
git fetch upstream

# Merge latest upstream/master to your master
git merge upstream/master

Make sure to merge the latest commits from upstream regularly, because nixpkgs gets updated very frequently each day. We can now look for a package to fix.

If for some reason you cannot update your local copy, make sure you’re on master and reset hard:

git reset --hard upstream/master

Always make sure to create a new branch to fix a package, don’t work from master, you’ll just be asking for trouble!

You might also want to join our Matrix chat room to coordinate efforts. You can join it here.

Where to find packages to fix

The first step to help fix a package is to find a package to fix: you should visit the latest rPackages evaluation over here. Click on the “Still failing jobs” tab to see which packages’ builds didn’t succeed and click on a package. You should see something like this:

AIUQ build steps
AIUQ build steps

From there, you can see that {AIUQ}’s build failed because of another package, {SuperGauss}, so fixing {SuperGauss} will likely fix this one as well.

You can look for {SuperGauss} in the “Still failing jobs” tab, and see why {SuperGauss} failed, or you could check out a little dashboard I built that you can find here. This dashboard shows essentially the same information you find on the “Still failing jobs” tab from before, but with several added niceties. First of all, there’s a column called fails_because_of that shows the name of the package that caused another to fail. So in our example with {AIUQ}, {SuperGauss} would be listed there (if a package fails for another reason, like a missing system-level dependency, then its own name is listed there). You can type {SuperGauss} on the little box there to filter and see all the packages that fail because of of it. Then, you can also see the package’s package rank. This rank is computed using the packageRank package, and the table is sorted by lowest rank (low ranks indicate high popularity and there’s also the percentile column that indicates the percentage of packages with higher downloads). Finally, there’s a direct link to a PR fixing the package (if it has been opened) and also the PR’s status: has it been merged already or not?

Having a link to the PR is quite useful, because it immediately tells you if someone already tried fixing it. If the PR has been merged, simply try to another fix package. If the PR is open and not yet merged, this is a great opportunity to help review it (more on that below)!

Let’s go back to fixing {SuperGauss}. If you go back on Hydra, you can see the error message that was thrown during building:

Check out the logfile
Check out the logfile

Click on the logfile (either pretty, raw or tail) to see what happened. Here’s what we see:

checking for pkg-config... no
checking for FFTW... configure: error: in `/build/SuperGauss':
configure: error: The pkg-config script could not be found or is too old.  Make sure it
is in your PATH or set the PKG_CONFIG environment variable to the full
path to pkg-config.

Alternatively, you may set the environment variables FFTW_CFLAGS
and FFTW_LIBS to avoid the need to call pkg-config.
See the pkg-config man page for more details.

To get pkg-config, see <http://pkg-config.freedesktop.org/>.
See `config.log' for more details
ERROR: configuration failed for package 'SuperGauss'
* removing '/nix/store/jxv5p85x24xmfcnifw2ibvx9jhk9f2w4-r-SuperGauss-2.0.3/library/SuperGauss'

So the issue is that some system-level dependencies are missing, pkg-config and FFTW, so we need to add these to fix the build. Which brings us the first recipe of this cookbook!

Case 1: packages that need dependencies to build

Fixing packages that require system-level dependencies is a matter of adding one, maybe two lines, in the right place in the expression that defines the whole of the rPackages set. You can find this file here.

In there, you will find a line that starts with packagesWithNativeBuildInputs = { and another that starts with packagesWithBuildInputs = { which define a long list of packages. The difference between NativeBuildInputs and BuildInputs is that dependencies that are needed for compilation get listed into NativeBuildInputs (so things like compilers and packages such as pkg-config) and dependencies that are needed at run-time (dynamic libraries) get listed under BuildInputs. For R, actually, you could put everything under NativeBuildInputs and it would still work, but we try to pay attention to this and do it properly. In case of doubt, put everything under NativeBuildInputs: when reviewing your PR, people will then tell you where to put what.

Before doing anything else, try to build the package. The following line will drop you in an interactive Nix shell with the package if build succeeds (run the command at the root of the cloned nixpkgs directory):

nix-shell -I nixpkgs=. -p R rPackages.SuperGauss

if you see the same error as on Hydra, and made sure that no PR is opened, then you can start fixing the package.

So, we need to add two dependencies. Let’s read the relevant lines in the error message again:

configure: error: The pkg-config script could not be found or is too old.  Make sure it
is in your PATH or set the PKG_CONFIG environment variable to the full
path to pkg-config.

Alternatively, you may set the environment variables FFTW_CFLAGS
and FFTW_LIBS to avoid the need to call pkg-config.
See the pkg-config man page for more details.

If you look in the default.nix file, in particular the two lists that define the packages that need nativeBuildInputs and buildInputs, you’ll see that many of them have pkg-config listed there already. So let’s add the following line in the packagesWithNativeBuildInputs

SuperGauss = [ pkgs.pkg-config ];

and this one under packagesWithBuildInputs:

SuperGauss = [ pkgs.fftw.dev ];

This is because pkg-config is only needed to compile {SuperGauss} and fftw.dev is needed at run-time as well.

Try to build a shell with {SuperGauss} again:

nix-shell -I nixpkgs=. -p R rPackages.SuperGauss

If it worked, start R and load the library. Sometimes packages can build successfully but fail to launch, so taking the time to load them avoids wasting your reviewer’s time. Ideally, try to run one or several examples from the package’s vignette or help files. This also makes sure that everything is working properly. If your testing succeeded, you can now open a PR!

Before committing, make sure that you are on a seprate branch for this fix (you can do your changes on master as long as you don’t commit and change branch):

git checkout -b fix_supergauss

From there, make sure that only the default.nix file changed:

git status
user@computer:~/Documents/nixpkgs(fix_supergauss *)$ git status
On branch fix_supergaus
Changes not staged for commit:
  (use "git add <file>..." to update what will be committed)
  (use "git restore <file>..." to discard changes in working directory)
    modified:   pkgs/development/r-modules/default.nix

no changes added to commit (use "git add" and/or "git commit -a")

Sometimes, running examples may produce files, so if that’s the case get rid of them. No files added in this case so add default.nix to the commit and write following commit message:

git add .
git commit -m "rPackages.SuperGauss: fixed build"

This commit message follows nixpkgs’s contributing guidelines. Format all your messages like this.

Now push your changes:

git push origin fix_supergauss

and go on your fork’s repository to open a PR.

Congratulations, you fixed your first package!

Case 2: packages that need a home, X, or simple patching

Some package may require a /home directory during their installation process. They usually fail with a message that looks like this:

Warning in normalizePath("~") :
  path[1]="/homeless-shelter": No such file or directory

so add the package to the list named packagesRequiringHome and try rebuilding.

See this PR as an example: https://github.com/NixOS/nixpkgs/pull/292336

Some packages require X, as in X11, the windowing system on Linux distributions. In other words, these pacakges must be installed on a machine with a graphical session running. Because that’s not the case on Hydra, this needs to be mocked. Simply add the package to the list named packagesRequiringX and try rebuilding.

See this PR https://github.com/NixOS/nixpkgs/pull/292347 for an example.

Finally, some packages that must be compiled need first to be configured. This is a common step when compiling software. This configuration step ensures that needed dependencies are found (among other things). Because Nix works the way it does, it can happen that this configuration step fails because dependencies are not in the usual /usr/bin or /bin, etc, paths. So this needs to be patched before the configuration step. To fix this, the configuration file that lists the different dependencies to be found needs to be patched, and this can be done by overriding one of the phases before the configure phase. We override the postPatch phase like this:

RcppCGAL = old.RcppCGAL.overrideAttrs (attrs: {
  postPatch = "patchShebangs configure";
});

Read more about patchShebangs here.

See this PR for an example: https://github.com/NixOS/nixpkgs/pull/289775

Sometimes patching is a bit more complicated. See this other example here.

Case 3: packages that require their attributes to be overridden

Staying on the topic of overrides, it can also happen that packages need one or more of their attributes to be overridden. This is already much more complex than the cases from before, because the error messages that may hint at which attributes to override can be much more cryptic. For example, here’s the build log of xslt:

Running phase: unpackPhase
unpacking source archive /nix/store/gxcysc8y3x1wz7qz3q1fpv8g8f92iqyv-xslt_1.4.4.tar.gz
source root is xslt
setting SOURCE_DATE_EPOCH to timestamp 1676995202 of file xslt/MD5
Running phase: patchPhase
Running phase: updateAutotoolsGnuConfigScriptsPhase
Running phase: configurePhase
Running phase: buildPhase
Running phase: checkPhase
Running phase: installPhase
* installing *source* package 'xslt' ...
** package 'xslt' successfully unpacked and MD5 sums checked
** using staged installation
Found pkg-config cflags and libs!
Using PKG_CFLAGS=-I/nix/store/8jkj0gm1chw8rhpqbpljydlwsm6hmgwp-libxslt-1.1.39-dev/include -I/nix/store/iqjsxkcdnvvz1bfpq960ygicc5clz9hv-libxml2-2.12.3-unstable-2023-12-14-dev/include/libxml2
Using PKG_LIBS=-L/nix/store/ksp5m4p5fi1d8zvhng96qqzy1wqc51v6-libxslt-1.1.39/lib -L/nix/store/4jvs7wz2jfmc6x9zgngfcr9804x9hwln-libxml2-2.12.3-unstable-2023-12-14/lib -lexslt -lxslt -lxml2
** libs
using C++ compiler: 'g++ (GCC) 13.2.0'
rm -f RcppExports.o xslt.o xslt_init.o xslt.so
/nix/store/xq8920m5mbd83vdlydwli7qsh67gfm5v-gcc-wrapper-13.2.0/bin/c++ -std=gnu++17 -I"/nix/store/403kbh5v910gks340j7s1647kijm60rv-R-4.3.2/lib/R/include" -DNDEBUG -I/nix/store/8jkj0gm1chw8rhpqbpljydlwsm6hmgwp-libxslt-1.1.39-dev/include -I/nix/store/iqjsxkcdnvvz1bfpq960ygicc5clz9hv-libxml2-2.12.3-unstable-2023-12-14-dev/include/libxml2 -DSTRICT_R_HEADERS -I'/nix/store/0vzi341m7nbxhdbi8kj50nwn7rrssk5z-r-Rcpp-1.0.12/library/Rcpp/include' -I'/nix/store/h6z1v3qb2pxhb3yjrykdaircz3xk1jla-r-xml2-1.3.6/library/xml2/include'     -fpic  -g -O2  -c RcppExports.cpp -o RcppExports.o
/nix/store/xq8920m5mbd83vdlydwli7qsh67gfm5v-gcc-wrapper-13.2.0/bin/c++ -std=gnu++17 -I"/nix/store/403kbh5v910gks340j7s1647kijm60rv-R-4.3.2/lib/R/include" -DNDEBUG -I/nix/store/8jkj0gm1chw8rhpqbpljydlwsm6hmgwp-libxslt-1.1.39-dev/include -I/nix/store/iqjsxkcdnvvz1bfpq960ygicc5clz9hv-libxml2-2.12.3-unstable-2023-12-14-dev/include/libxml2 -DSTRICT_R_HEADERS -I'/nix/store/0vzi341m7nbxhdbi8kj50nwn7rrssk5z-r-Rcpp-1.0.12/library/Rcpp/include' -I'/nix/store/h6z1v3qb2pxhb3yjrykdaircz3xk1jla-r-xml2-1.3.6/library/xml2/include'     -fpic  -g -O2  -c xslt.cpp -o xslt.o
/nix/store/xq8920m5mbd83vdlydwli7qsh67gfm5v-gcc-wrapper-13.2.0/bin/c++ -std=gnu++17 -I"/nix/store/403kbh5v910gks340j7s1647kijm60rv-R-4.3.2/lib/R/include" -DNDEBUG -I/nix/store/8jkj0gm1chw8rhpqbpljydlwsm6hmgwp-libxslt-1.1.39-dev/include -I/nix/store/iqjsxkcdnvvz1bfpq960ygicc5clz9hv-libxml2-2.12.3-unstable-2023-12-14-dev/include/libxml2 -DSTRICT_R_HEADERS -I'/nix/store/0vzi341m7nbxhdbi8kj50nwn7rrssk5z-r-Rcpp-1.0.12/library/Rcpp/include' -I'/nix/store/h6z1v3qb2pxhb3yjrykdaircz3xk1jla-r-xml2-1.3.6/library/xml2/include'     -fpic  -g -O2  -c xslt_init.cpp -o xslt_init.o
xslt_init.cpp: In function 'void R_init_xslt(DllInfo*)':
xslt_init.cpp:36:37: error: invalid conversion from 'void (*)(void*, xmlError*)' {aka 'void (*)(void*, _xmlError*)'} to 'xmlStructuredErrorFunc' {aka 'void (*)(void*, const _xmlError*)'} [8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-fpermissive-fpermissive8;;]
   36 |     xmlSetStructuredErrorFunc(NULL, handleError);
      |                                     ^~~~~~~~~~~
      |                                     |
      |                                     void (*)(void*, xmlError*) {aka void (*)(void*, _xmlError*)}
In file included from xslt_init.cpp:4:
/nix/store/iqjsxkcdnvvz1bfpq960ygicc5clz9hv-libxml2-2.12.3-unstable-2023-12-14-dev/include/libxml2/libxml/xmlerror.h:898:57: note:   initializing argument 2 of 'void xmlSetStructuredErrorFunc(void*, xmlStructuredErrorFunc)'
  898 |                                  xmlStructuredErrorFunc handler);
      |                                  ~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~
make: *** [/nix/store/403kbh5v910gks340j7s1647kijm60rv-R-4.3.2/lib/R/etc/Makeconf:200: xslt_init.o] Error 1
ERROR: compilation failed for package 'xslt'
* removing '/nix/store/1p4qp17ccjvi53g3vl67j3z8n1lp61m3-r-xslt-1.4.4/library/xslt'

The only hint in there is that url pointing to gcc’s manual entry on the -fpermissive flag. What happened is that code raises some warning during compilation: without this flag, the warning gets turned into an error. So we need to add this flag during compilation to “tolerate” the warning. Here’s how this was done for xslt:

xslt = old.xslt.overrideAttrs (attrs: {
  env = (attrs.env or { }) // {
    NIX_CFLAGS_COMPILE = attrs.env.NIX_CFLAGS_COMPILE + " -fpermissive";
  };
});

So the attribute we override is the NIX_CFLAGS_COMPILE attribute. We add -fpermissive to the other flags and we’re good to go.

Check out this PR for the complete {xlst} example:https://github.com/NixOS/nixpkgs/pull/292329

Also take some time to read other examples of overrides in the default.nix file to learn about other common attributes that could need to be overridden.

Case 4: packages that need a dependency that must be overridden

Sometimes it is not the attribute of a package that needs to be overriden, but one of its dependencies.

For example, the opencv R packages requires the opencv software to be compiled using a specific configuration option enableGtk2 = true. However, the version of opencv available on nixpkgs doesn’t have this flag set to true. But that’s not an issue, since we can override it.

See this PR to see how this was done.

Another interesting example is this PR fixing hdf5r. Even though it was not merged in the end, I still think that you should study it, as the solution that was tried is quite instructive!

Finally, there’s this other example fixing {arrow}. The included comment explains what’s happening quite well so I won’t rewrite it here.

Case 5: darwin-specific fixes

Darwin (or macOS) may require some specific fixes for some packages to work. I won’t detail them here, as I don’t own the required hardware, but you can look through the pkgs/development/r-modules/default.nix file for darwin-specific fixes. Look for the “darwin” string to find several examples.

Case 6: an R packages requires software not in nixpkgs (or outdated in nixpkgs)

Some R packages depend on other software to function. For instance, {RQuantlib} requires quantlib which was outdated on nixpkgs and leading to build failure.

In this PR, you’ll see that first quantlib got updated, and then {RQuantlib} fixed.

Another example: Rsymphony required the Symphony optimizer to be available, which was completely missing from nixpkgs. In this other example, you’ll see that Symphony was added to nixpkgs and then {RSymphony} was fixed

Study! Study! Study! Study!

The best way to learn, is to read what has already been done by others. While this guide can hopefully get you started quickly, I highly recommend that you check out all the PRs that have been opened and merged here. As stated already, don’t hesitate to join our Matrix channel here if you need help to get started!

Broken packages

Finally, there are packages that are “broken”. These are packages that absolutely require something to function that Nix cannot easily provide: for instance, some packages must connect to the internet to download stuff during installation time. Because building with Nix happens in a sandbox to ensure purity, these packages cannot work, unless there is a way to circumvent the need for a connection. For example, in this PR you will see that it is possible to download the content required at build time beforehand, so that installation can still succeed.

Other packages require for example to be linked against proprietary software, such as Rcplex. While it should also be possible to fix this package, there is little incentive to do so as this would require to get an evaluation version of the software and then fix the package. However, the build would still be listed as failing on Hydra, as we cannot get that proprietary software (even if an evaluation version) installed there. Also, this would require quite some effort to keep maintaining.

To suggest a packages as “broken”, add it to the brokenPackages list in pkgs/development/r-modules/default.nix.

Reviewing PRs

To accelerate merging of PRs, it always helps if people review them first! If you want to help reviewing, you can proceed as follows. First, we highly recommend that you use the following script put together by Kupac:

#!/usr/bin/env bash

nix-shell -p "radianWrapper.override{packages = with rPackages; [ ${*:2} ];}" \
          -I nixpkgs="https://github.com/nixos/nixpkgs/archive/$1.tar.gz" --run radian

Save that into a file called rpkg-pr-review (or whatever you prefer) in your $PATH (for example, home/you/bin/, and make sure this folder is in your $PATH) and make it executable:

chmod +x rpkg-pr-review

Find a PR in need of a review. Find the commit ID of the PR:

Copy the commit ID
Copy the commit ID

and you can now use it with the script saved before:

rpkg-pr-review COMMIT_ID pkg1 pkg2

Replace COMMIT_ID with the Git commit ID from the PR, and pkg1 and pkg2 with the package(s) you need to review. This will download everything needed and drop you into an interactive radian shell where you can test the packages (if you prefer a standard R shell, replace the radianWrapper with the rWrapper, but radian is pretty neat, give it a go!)

You can test if the package works, try some examples and so on. You can then also check the fix itself: do you understand how the fix works? Would you have done it differently? You can make suggestions to the committer if you have any. If not, you can also approve the PR from Github’s interface:

You can leave your review on Github’s interface
You can leave your review on Github’s interface