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.
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 [email protected]: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.
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:
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:
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!
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!
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.
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.
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.
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.
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
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!
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.
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:
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: