From mboxrd@z Thu Jan 1 00:00:00 1970 From: Konrad Hinsen Subject: Re: Proposal for a blog contribution on reproducible computations Date: Tue, 14 Jan 2020 10:06:26 +0100 Message-ID: References: <8D474474-AF4C-4B03-9D38-3BB089BEE4EB@lepiller.eu> <87tv6ec048.fsf@ambrevar.xyz> <14A62244-3626-4146-B40E-BC5CED4B78D3@lepiller.eu> <87h813uu1v.fsf@gnu.org> Mime-Version: 1.0 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: quoted-printable Return-path: Received: from eggs.gnu.org ([2001:470:142:3::10]:54391) by lists.gnu.org with esmtp (Exim 4.90_1) (envelope-from ) id 1irI9s-0004dq-0f for guix-devel@gnu.org; Tue, 14 Jan 2020 04:06:55 -0500 Received: from Debian-exim by eggs.gnu.org with spam-scanned (Exim 4.71) (envelope-from ) id 1irI9h-0000jt-5C for guix-devel@gnu.org; Tue, 14 Jan 2020 04:06:43 -0500 Received: from wout2-smtp.messagingengine.com ([64.147.123.25]:40951) by eggs.gnu.org with esmtps (TLS1.0:DHE_RSA_AES_256_CBC_SHA1:32) (Exim 4.71) (envelope-from ) id 1irI9f-0000iL-RN for guix-devel@gnu.org; Tue, 14 Jan 2020 04:06:33 -0500 In-Reply-To: <87h813uu1v.fsf@gnu.org> List-Id: "Development of GNU Guix and the GNU System distribution." List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Errors-To: guix-devel-bounces+gcggd-guix-devel=m.gmane-mx.org@gnu.org Sender: "Guix-devel" To: Ludovic =?utf-8?Q?Court=C3=A8s?= Cc: Guix Devel Hi Ludo, > You can post a patch against the guix-artwork.git repo here when you=E2= =80=99re > ready. Here it comes ! Cheers, Konrad. >From 305b32215ab6ffcf50f0e018c783fddf0e2c7ed0 Mon Sep 17 00:00:00 2001 From: Konrad Hinsen Date: Tue, 14 Jan 2020 10:02:08 +0100 Subject: [PATCH] Add post on reproducibile computations with Guix --- website/posts/computation.png | Bin 0 -> 81821 bytes website/posts/data-code.png | Bin 0 -> 90758 bytes website/posts/data-program-environment.png | Bin 0 -> 101598 bytes website/posts/guix-package.png | Bin 0 -> 48499 bytes website/posts/reproducibility-with-guix.md | 1013 ++++++++++++++++++++ website/posts/show-dependencies.scm | 76 ++ 6 files changed, 1089 insertions(+) create mode 100644 website/posts/computation.png create mode 100644 website/posts/data-code.png create mode 100644 website/posts/data-program-environment.png create mode 100644 website/posts/guix-package.png create mode 100644 website/posts/reproducibility-with-guix.md create mode 100755 website/posts/show-dependencies.scm diff --git a/website/posts/computation.png b/website/posts/computation.png new file 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zCsfdv8^#^<1g%x_jU?A)c;cI&<_w|ecfL2S%k>#leGLj0R7xE2BPqX{lc8!bT5h+o z@nn}s#FFkZk2$3kJ?xT=3Dz?+-P)eCmW9u5&DiQKJZ1%!;|f4HkXFjK;ZQYs__>i+z=3D z+hN2vn{?HJ-?5-UR&N{v$^YN_hxO(SEfvrNku(c$k_|wRAyE1 +#include + +int main() +{ + printf( "M_PI : %.10lf\n", M_PI); + printf( "4 * atan(1.) : %.10lf\n", 4.*atan(1.)); + printf( "Leibniz' formula (four terms): %.10lf\n", 4.*(1.-1./3.+1./5.-= 1./7.)); + return 0; +} +``` + +This program uses no random element, such as a random number generator +or parallelism. It\'s strictly deterministic. It is reasonable to expect +it to produce exactly the same output, on any computer and at any point +in time. And yet, many programs whose results *should* be perfectly +reproducible are in fact not. Programs using floating-point arithmetic, +such as this short example, are particularly prone to seemingly +inexplicable variations. + +My goal is to explain why deterministic programs often fail to be +reproducible, and what it takes to fix this. The short answer to that +question is \"use Guix\", but even though Guix provides excellent +support for reproducibility, you still have to use it correctly, and +that requires some understanding of what\'s going on. The explanation I +will give is rather detailed, to the point of discussing parts of the +Guile API of Guix. You should be able to follow the reasoning without +knowing Guile though, you will just have to believe me that the scripts +I will show do what I claim they do. And in the end, I will provide a +ready-to-run Guile script that will let you explore package dependencies +right from the shell. + +Dependencies: what it takes to run a program +=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D= =3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D + +One keyword in discussions of reproducibility is \"dependencies\". I +will revisit the exact meaning of this term later, but to get started, I +will define it loosely as \"any software package required to run a +program\". Running the =CF=80 computation shown above is normally done usi= ng +something like + +```sh +gcc pi.c -o pi +./pi +``` + +C programmers know that `gcc` is a C compiler, so that\'s one obvious +dependency for running our little program. But is a C compiler enough? +That question is surprisingly difficult to answer in practice. Your +computer is loaded with tons of software (otherwise it wouldn\'t be very +useful), and you don\'t really know what happens behind the scenes when +you run `gcc` or `pi`. + +Containers are good +------------------- + +A major element of reproducibility support in Guix is the possibility to +run programs in well-defined environments that contain exactly the +software packages you request, and no more. So if your program runs in +an environment that contains only a C compiler, you can be sure it has +no other dependencies. Let\'s create such an environment: + +```sh +guix environment --container --ad-hoc gcc-toolchain +``` + +The option `--container` ensures the best possible isolation from the +standard environment that your system installation and user account +provide for day-to-day work. This environment contains nothing but a C +compiler and a shell (which you need to type in commands), and has +access to no other files than those in the current directory. + +If the term \"container\" makes you think of Docker, note that this is +something different. Note also that the option `--container` requires +support from the Linux kernel, which may not be present on your system, +or may be disabled by default. Finally, note that by default, a +containerized environment has no network access, which may be a problem. +If for whatever reason you cannot use `--container`, use `--pure` +instead. This yields a less isolated environment, but it is usually good +enough. For a more detailed discussion of these options, see the [Guix +manual](https://guix.gnu.org/manual/en/guix.html#Invoking-guix-environment= ). + +The above command leaves me in a shell inside my environment, where I +can now compile and run my little program: + +```sh +gcc pi.c -o pi +./pi +``` + +``` +M_PI : 3.1415926536 +4 * atan(1.) : 3.1415926536 +Leibniz' formula (four terms): 2.8952380952 +``` + +It works! So now I can be sure that my program has a single dependency: +the Guix package `gcc-toolchain`. I\'ll leave that special-environment she= ll +by typing Ctrl-D, as otherwise the following examples won't work. + +Perfectionists who want to exclude the possibility that my program +requires a shell could run each step in a separate container: + +```sh +guix environment --container --ad-hoc gcc-toolchain -- gcc pi.c -o pi +guix environment --container --ad-hoc gcc-toolchain -- ./pi +``` + +``` +M_PI : 3.1415926536 +4 * atan(1.) : 3.1415926536 +Leibniz' formula (four terms): 2.8952380952 +``` + +Welcome to dependency hell! +--------------------------- + +Now that we know that our only dependency is `gcc-toolchain`, let\'s +look at it in more detail: + +```sh +guix show gcc-toolchain +``` + +``` +name: gcc-toolchain +version: 9.2.0 +outputs: out debug static +systems: x86_64-linux i686-linux +dependencies: binutils@2.32 gcc@9.2.0 glibc@2.29 ld-wrapper@0 +location: gnu/packages/commencement.scm:2532:4 +homepage: https://gcc.gnu.org/ +license: GPL 3+ +synopsis: Complete GCC tool chain for C/C++ development=20=20 +description: This package provides a complete GCC tool chain for C/C++ ++ development to be installed in user profiles. This includes GCC, as wel= l as ++ libc (headers an d binaries, plus debugging symbols in the `debug' outpu= t), ++ and Binutils. + +name: gcc-toolchain +version: 8.3.0 +outputs: out debug static +systems: x86_64-linux i686-linux +dependencies: binutils@2.32 gcc@8.3.0 glibc@2.29 ld-wrapper@0 +location: gnu/packages/commencement.scm:2532:4 +homepage: https://gcc.gnu.org/ +license: GPL 3+ +synopsis: Complete GCC tool chain for C/C++ development=20=20 +description: This package provides a complete GCC tool chain for C/C++ ++ development to be installed in user profiles. This includes GCC, as wel= l as ++ libc (headers an d binaries, plus debugging symbols in the `debug' outpu= t), ++ and Binutils. + +name: gcc-toolchain +version: 7.4.0 +outputs: out debug static +systems: x86_64-linux i686-linux +dependencies: binutils@2.32 gcc@7.4.0 glibc@2.29 ld-wrapper@0 +location: gnu/packages/commencement.scm:2532:4 +homepage: https://gcc.gnu.org/ +license: GPL 3+ +synopsis: Complete GCC tool chain for C/C++ development=20=20 +description: This package provides a complete GCC tool chain for C/C++ ++ development to be installed in user profiles. This includes GCC, as wel= l as ++ libc (headers an d binaries, plus debugging symbols in the `debug' outpu= t), ++ and Binutils. + +name: gcc-toolchain +version: 6.5.0 +outputs: out debug static +systems: x86_64-linux i686-linux +dependencies: binutils@2.32 gcc@6.5.0 glibc@2.29 ld-wrapper@0 +location: gnu/packages/commencement.scm:2532:4 +homepage: https://gcc.gnu.org/ +license: GPL 3+ +synopsis: Complete GCC tool chain for C/C++ development=20=20 +description: This package provides a complete GCC tool chain for C/C++ ++ development to be installed in user profiles. This includes GCC, as wel= l as ++ libc (headers an d binaries, plus debugging symbols in the `debug' outpu= t), ++ and Binutils. + +name: gcc-toolchain +version: 5.5.0 +outputs: out debug static +systems: x86_64-linux i686-linux +dependencies: binutils@2.32 gcc@5.5.0 glibc@2.29 ld-wrapper@0 +location: gnu/packages/commencement.scm:2532:4 +homepage: https://gcc.gnu.org/ +license: GPL 3+ +synopsis: Complete GCC tool chain for C/C++ development=20=20 +description: This package provides a complete GCC tool chain for C/C++ ++ development to be installed in user profiles. This includes GCC, as wel= l as ++ libc (headers an d binaries, plus debugging symbols in the `debug' outpu= t), ++ and Binutils. + +name: gcc-toolchain +version: 4.9.4 +outputs: out debug static +systems: x86_64-linux i686-linux +dependencies: binutils@2.32 gcc@4.9.4 glibc@2.29 ld-wrapper@0 +location: gnu/packages/commencement.scm:2532:4 +homepage: https://gcc.gnu.org/ +license: GPL 3+ +synopsis: Complete GCC tool chain for C/C++ development=20=20 +description: This package provides a complete GCC tool chain for C/C++ ++ development to be installed in user profiles. This includes GCC, as wel= l as ++ libc (headers an d binaries, plus debugging symbols in the `debug' outpu= t), ++ and Binutils. + +name: gcc-toolchain +version: 4.8.5 +outputs: out debug static +systems: x86_64-linux i686-linux +dependencies: binutils@2.32 gcc@4.8.5 glibc@2.29 ld-wrapper@0 +location: gnu/packages/commencement.scm:2532:4 +homepage: https://gcc.gnu.org/ +license: GPL 3+ +synopsis: Complete GCC tool chain for C/C++ development=20=20 +description: This package provides a complete GCC tool chain for C/C++ ++ development to be installed in user profiles. This includes GCC, as wel= l as ++ libc (headers an d binaries, plus debugging symbols in the `debug' outpu= t), ++ and Binutils. + +``` + +Guix actually knows about several versions of this toolchain. We didn\'t +ask for a specific one, so what we got is the first one in this list, +which is the one with the highest version number. Let\'s check that this +is true: + +```sh +guix environment --container --ad-hoc gcc-toolchain -- gcc --version +``` + +``` +gcc (GCC) 9.2.0 +Copyright (C) 2019 Free Software Foundation, Inc. +This is free software; see the source for copying conditions. There is NO +warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. + +``` + +The output of `guix show` contains a line about dependencies. These are +the dependencies of our dependency, and you may already have guessed +that they will have dependencies as well. That\'s why reproducibility is +such a difficult job in practice! The dependencies of +`gcc-toolchain@9.2.0` are: + +```sh +guix show gcc-toolchain@9.2.0 | recsel -P dependencies +``` + +``` +binutils@2.32 gcc@9.2.0 glibc@2.29 ld-wrapper@0 +``` + +To dig deeper, we can try feeding these dependencies to `guix show`, one +by one, in order to learn more about them: + +```sh +guix show binutils@2.32 +``` + +``` +name: binutils +version: 2.32 +outputs: out +systems: x86_64-linux i686-linux +dependencies:=20 +location: gnu/packages/base.scm:415:2 +homepage: https://www.gnu.org/software/binutils/ +license: GPL 3+ +synopsis: Binary utilities: bfd gas gprof ld=20=20 +description: GNU Binutils is a collection of tools for working with binary ++ files. Perhaps the most notable are "ld", a linker, and "as", an assemb= ler. ++ Other tools include programs to display binary profiling information, li= st the ++ strings in a binary file, and utilities for working with archives. The = "bfd" ++ library for working with executable and object formats is also included. + +``` + +```sh +guix show gcc@9.2.0 +``` + +``` +guix show: error: gcc@9.2.0: package not found +``` + +This looks a bit surprising. What\'s happening here is that `gcc` is +defined as a *hidden package* in Guix. The package is there, but it is +hidden from package queries. There is a good reason for this: `gcc` on +its own is rather useless, you need `gcc-toolchain` to actually use the +compiler. But if both `gcc` and `gcc-toolchain` showed up in a search, +that would be more confusing than helpful for most users. Hiding the +package is a way of saying \"for experts only\". + +Let\'s take this as a sign that it\'s time to move on to the next level +of Guix hacking: Guile scripts. Guile, an implementation of the Scheme +language, is Guix\' native language, so using Guile scripts, you get +access to everything there is to know about Guix and its packages. + +A note in passing: the +[emacs-guix](https://emacs-guix.gitlab.io/website/) package provides an +intermediate level of Guix exploration for Emacs users. It lets you look +at hidden packages, for example. But much of what I will show in the +following really requires Guile scripts. Another nice tool for package +exploration is [guix +graph](https://guix.gnu.org/manual/en/guix.html#Invoking-guix-graph), +which creates a diagram showing dependency relations between packages. +Unfortunately that diagram is legible only for a relatively small number +of dependencies, and as we will see later, most packages end up having +lots of them. + +Anatomy of a Guix package +=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D + +From the user\'s point of view, a package is a piece of software with a +name and a version number that can be installed using `guix install`. +The packager\'s point of view is quite a bit different. In fact, what +users consider a package is more precisely called the package\'s +*output* in Guix jargon. The package is a recipe for creating this +output. + +To see how all these concepts fit together, let\'s look at an example of +a package definition: `xmag`. I have chosen this package not because I +care much about it, but because its definition is short while showcasing +all the features I want to explain. You can access it most easily by +typing `guix edit xmag`. Here is what you will see: + +```scheme +(package + (name "xmag") + (version "1.0.6") + (source + (origin + (method url-fetch) + (uri (string-append + "mirror://xorg/individual/app/" name "-" version ".tar.gz")) + (sha256 + (base32 + "19bsg5ykal458d52v0rvdx49v54vwxwqg8q36fdcsv9p2j8yri87")))) + (build-system gnu-build-system) + (arguments + `(#:configure-flags + (list (string-append "--with-appdefaultdir=3D" + %output ,%app-defaults-dir)))) + (inputs + `(("libxaw" ,libxaw))) + (native-inputs + `(("pkg-config" ,pkg-config))) + (home-page "https://www.x.org/wiki/") + (synopsis "Display or capture a magnified part of a X11 screen") + (description "Xmag displays and captures a magnified snapshot of a porti= on +of an X11 screen.") + (license license:x11)) +``` + +The [package +definition](http://guix.gnu.org/manual/devel/en/html_node/Defining-Package= s.html#Defining-Packages) +starts with the name and version information you expected. Next comes +`source`, which says how to obtain the source code and from where. It +also provides a hash that allows to check the integrity of the +downloaded files. The next four items, `build-system`, `arguments`, +`inputs`, and `native-inputs` supply the information required for +*building* the package, which is what creates its outputs. The remaining +items are documentation for human consumption, important for other +reasons but not for reproducibility, so I won\'t say any more about +them. (See this [packaging +tutorial](http://guix.gnu.org/cookbook/en/html_node/Packaging.html#Packagi= ng) +if you want to define your own package.) + +The example package definition has `native-inputs` in addition to +\"plain\" `inputs`. There\'s a third variant, `propagated-inputs`, but +`xmag` doesn\'t have any. The differences between these variants don\'t +matter for my topic, so I will just refer to \"inputs\" from now on. +Another omission I will make is the possibility to define several +outputs for a package. This is done for particularly big packages, in +order to reduce the footprint of installations, but for the purposes of +reproducibility, it\'s OK to treat all outputs of a package a single +unit. + +The following figure illustrates how the various pieces of information +from a package are used in the build process (done explicitly by +`guix build`, or implicitly when installing or otherwise using a +package): ![](guix-package.png) + +It may help to translate the Guix jargon to the vocabulary of C +programming: + + + + + + + + + + + + + + + + + + + + +
Guix package C program
source code source code
inputs libraries
arguments compiler options
build system compiler
output executable
+ +Building a package can be considered a generalization of compiling a +program. We could in fact create a \"GCC build system\" for Guix that +would simply run `gcc`. However, such a build system would be of little +practical use, since most real-life software consists of more than just +one C source code file, and requires additional pre- or post-processing +steps. The `gnu-build-system` used in the example is based on tools such +as `make` and `autoconf`, in addition to `gcc`. + +Package exploration in Guile +=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D= =3D=3D=3D=3D + +Guile uses a record type called +[``](https://git.savannah.gnu.org/cgit/guix.git/tree/guix/package= s.scm#n249) +to represent packages, which is defined in module `(guix packages)`. +There is also a module +[`(gnu packages)`](https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/pac= kages), +which contains the actual package definitions - be careful not to +confuse the two (as I always do). Here is a simple Guile script that +shows some package information, much like the `guix show` command that I +used earlier: + +```scheme +(use-modules (guix packages) + (gnu packages))=20 + +(define gcc-toolchain + (specification->package "gcc-toolchain")) + +(format #t "Name : ~a\n" (package-name gcc-toolchain)) +(format #t "Version: ~a\n" (package-version gcc-toolchain)) +(format #t "Inputs : ~a\n" (package-direct-inputs gcc-toolchain)) +``` + +``` +Name : gcc-toolchain +Version: 9.2.0 +Inputs : ((gcc #)= (ld-wrapper #= ) (binutils #) (libc #) (libc-debug # debug) (libc-static # static)) +``` + +This script first calls `specification->package` to look up the package +using the same rules as the `guix` command line interface: pick the +latest available version if none is explicitly requested. Then it +extracts various information about the package. Note that +`package-direct-inputs` returns the combination of `package-inputs`, +`package-native-inputs`, and `package-propagated-inputs`. As I said +above, I don\'t care about the distinction here. + +The inputs are not shown in a particularly nice form, so let\'s write +two Guile functions to improve it: + +```scheme +(use-modules (guix packages) + (gnu packages) + (ice-9 match)) + +(define (package->specification package) + (format #f "~a@~a" + (package-name package) + (package-version package))) + +(define (input->specification input) + (match input + ((label (? package? package) . _) + (package->specification package)) + (other-item + (format #f "~a" other-item)))) + +(define gcc-toolchain + (specification->package "gcc-toolchain")) + +(format #t "Package: ~a\n" + (package->specification gcc-toolchain)) +(format #t "Inputs : ~a\n" + (map input->specification (package-direct-inputs gcc-toolchain))) +``` + +``` +Package: gcc-toolchain@9.2.0 +Inputs : (gcc@9.2.0 ld-wrapper@0 binutils@2.32 glibc@2.29 glibc@2.29 glibc= @2.29) +``` + +That looks much better. As you can see from the code, a list of inputs +is a bit more than a list of packages. It is in fact a list of labelled +*package outputs*. That also explains why we see `glibc` three times in +the input list: `glibc` defines three distinct outputs, all of which are +used in `gcc-toolchain`. For reproducibility, all we care about is the +package references. Later on, we will deal with much longer input lists, +so as a final cleanup step, let\'s show only unique package references +from the list of inputs: + +```scheme +(use-modules (guix packages) + (gnu packages) + (srfi srfi-1) + (ice-9 match)) + +(define (package->specification package) + (format #f "~a@~a" + (package-name package) + (package-version package))) + +(define (input->specification input) + (match input + ((label (? package? package) . _) + (package->specification package)) + (other-item + (format #f "~a" other-item)))) + +(define (unique-inputs inputs) + (delete-duplicates + (map input->specification inputs))) + +(define gcc-toolchain + (specification->package "gcc-toolchain")) + +(format #t "Package: ~a\n" + (package->specification gcc-toolchain)) +(format #t "Inputs : ~a\n" + (unique-inputs (package-direct-inputs gcc-toolchain))) +``` + +``` +Package: gcc-toolchain@9.2.0 +Inputs : (gcc@9.2.0 ld-wrapper@0 binutils@2.32 glibc@2.29) +``` + +Dependencies +=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D + +You may have noticed the absence of the term \"dependency\" from the +last two sections. There is a good reason for that: the term is used in +somewhat different meanings, and that can create confusion. Guix jargon +therefore avoids it. + +The figure above shows three kinds of input to the build system: source, +inputs, and arguments. These categories reflect the packagers\' point of +view: `source` is what the authors of the software supply, `inputs` are +other packages, and `arguments` is what the packagers themselves add to +the build procedure. It is important to understand that from a purely +technical point of view, there is no fundamental difference between the +three categories. You could, for example, define a package that contains +C source code in the build system `arguments`, but leaves `source` +empty. This would be inconvenient, and confusing for others, so I don\'t +recommend you actually do this. The three categories are important, but +for humans, not for computers. In fact, even the build system is not +fundamentally distinct from its inputs. You could define a +special-purpose build system for one package, and put all the source +code in there. At the level of the CPU and the computer\'s memory, a +build process (as in fact *any* computation) looks like +![](computation.png) It is human interpretation that decomposes this +into ![](data-code.png) and in a next step into +![](data-program-environment.png) We can go on and divide the +environment into operating system, development tools, and application +software, for example, but the further we go in decomposing the input to +a computation, the more arbitrary it gets. + +From this point of view, a software\'s dependencies consist of +everything required to run it in addition to its source code. For a Guix +package, the dependencies are thus, + +- its inputs +- the build system arguments +- the build system itself +- Guix (which is a piece of software as well) +- the GNU/Linux operating system (kernel, file system, etc.). + +In the following, I will not mention the last two items any more, +because they are a common dependency of all Guix packages, but it\'s +important not to forget about them. A change in Guix or in GNU/Linux can +actually make a computation non-reproducible, although in practice that +happens very rarely. Moreover, Guix is actually designed to run older +versions of itself, as we will see later. + +Build systems are (mostly) packages as well +=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D= =3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D + +I hope that by now you have a good idea of what a package is: a recipe +for building outputs from source and inputs, with inputs being the +outputs of other packages. The recipe involves a build system and +arguments supplied to it. So... what exactly is a build system? I have +introduced it as a generalization of a compiler, which describes its +role. But where does a build system come from in Guix? + +The ultimate answer is of course the [source +code](https://git.savannah.gnu.org/cgit/guix.git/tree/guix/build-system). +Build systems are pieces of Guile code that are part of Guix. But this +Guile code is only a shallow layer orchestrating invocations of other +software, such as `gcc` or `make`. And that software is defined by +packages. So in the end, from a reproducibility point of view, we can +replace the \"build system\" item in our list of dependenies by \"a +bundle of packages\". In other words: more inputs. + +Before Guix can build a package, it must gather all the required +ingredients, and that includes replacing the build system by the +packages it represents. The resulting list of ingredients is called a +`bag`, and we can access it using a Guile script: + +```scheme +(use-modules (guix packages) + (gnu packages) + (srfi srfi-1) + (ice-9 match)) + +(define (package->specification package) + (format #f "~a@~a" + (package-name package) + (package-version package))) + +(define (input->specification input) + (match input + ((label (? package? package) . _) + (package->specification package)) + ((label (? origin? origin)) + (format #f "[source code from ~a]" + (origin-uri origin))) + (other-input + (format #f "~a" other-input)))) + +(define (unique-inputs inputs) + (delete-duplicates + (map input->specification inputs))) + +(define hello + (specification->package "hello")) + +(format #t "Package : ~a\n" + (package->specification hello)) +(format #t "Package inputs: ~a\n" + (unique-inputs (package-direct-inputs hello))) +(format #t "Build inputs : ~a\n" + (unique-inputs + (bag-direct-inputs + (package->bag hello)))) +``` + +``` +Package : hello@2.10 +Package inputs: () +Build inputs : ([source code from mirror://gnu/hello/hello-2.10.tar.gz] t= ar@1.32 gzip@1.10 bzip2@1.0.6 xz@5.2.4 file@5.33 diffutils@3.7 patch@2.7.6 = findutils@4.6.0 gawk@5.0.1 sed@4.7 grep@3.3 coreutils@8.31 make@4.2.1 bash-= minimal@5.0.7 ld-wrapper@0 binutils@2.32 gcc@7.4.0 glibc@2.29 glibc-utf8-lo= cales@2.29) +``` + +I have used a different example, +[`hello`](https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/bas= e.scm#n72), +because for `gcc-toolchain`, there is no difference between package +inputs and build inputs (check for yourself if you want!) My new +example, [`hello`](https://hpc.guix.info/package/hello) (a short demo +program printing \"Hello, world\" in the language of the system +installation), is interesting because it has no package inputs at all. +All the build inputs except for the source code have thus been +contributed by the build system. + +If you compare this script to the previous one that printed only the +package inputs, you will notice two major new features. In +`input->specification`, there is an additional case for the source code +reference. And in the last statement, `package->bag` constructs a bag +from the package, before `bag-direct-inputs` is called to get that +bag\'s input list. + +Inputs are outputs +=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D + +I have mentioned before that one package\'s inputs are other packages\' +outputs, but that fact deserves a more in-depth discussion because of +its crucial importance for reproducibility. A package is a recipe for +building outputs from source and inputs. Since these inputs are outputs, +they must have been built as well. Package building is therefore a +process consisting of multiple steps. An immediate consequence is that +any computation making use of packaged software is a multi-step +computation as well. + +Remember the short C program computing =CF=80 from the beginning of this +post? Running that program is only the last step in a long series of +computations. Before you can run `pi`, you must compile `pi.c`. That +requires the package `gcc-toolchain`, which must first be built. And +before it can be built, its inputs must be built. And so on. If you want +the output of `pi` to be reproducible, **the whole chain of computations +must be reproducible**, because each step can have an impact on the +results produced by `pi`. + +So... where does this chain start? Few people write machine code these +days, so almost all software requires some compiler or interpreter. And +that means that for every package, there are other packages that must be +built first. The question of how to get this chain started is known as +the bootstrapping problem. A rough summary of the solution is that the +chain starts on somebody else\'s computer, which creates a bootstrap +seed, an ideally small package that is downloaded in precompiled form. +See [this post by Jan +Nieuwenhuizen](https://guix.gnu.org/blog/2019/guix-reduces-bootstrap-seed-= by-50/) +for details of this procedure. The bootstrap seed is not the real start +of the chain, but as long as we can retrieve an identical copy at a +later time, that\'s good enough for reproducibility. In fact, the reason +for requiring the bootstrap seed to be small is not reproducibility, but +inspectability: it should be possible to audit the seed for bugs and +malware, even in the absence of source code. + +Reaching closure +---------------- + +Now we are finally ready for the ultimate step in dependency analysis: +identifying all packages on which a computation depends, right up to the +bootstrap seed. The starting point is the list of direct inputs of the +bag derived from a package, which we looked at in the previous script. +For each package in that list, we must apply this same procedure, +recursively. We don\'t have to write this code ourselves, because the +function `package-closure` in Guix does that job. These closures have +nothing to do with closures in Lisp, and even less with the Clojure +programming language. They are a case of what mathematicians call +[transitive closures](https://en.wikipedia.org/wiki/Transitive_closure): +starting with a set of packages, you extend the set repeatedly by adding +the inputs of the packages that are already in the set, until there is +nothing more to add. If you have a basic knowledge of Scheme, you should +now be able to understand +[implementation](https://git.savannah.gnu.org/cgit/guix.git/tree/guix/pack= ages.scm#n817) +of this function. Let\'s add it to our dependency analysis code: + +```scheme +(use-modules (guix packages) + (gnu packages) + (srfi srfi-1) + (ice-9 match)) + +(define (package->specification package) + (format #f "~a@~a" + (package-name package) + (package-version package))) + +(define (input->specification input) + (match input + ((label (? package? package) . _) + (package->specification package)) + ((label (? origin? origin)) + (format #f "[source code from ~a]" + (origin-uri origin))) + (other-input + (format #f "~a" other-input)))) + +(define (unique-inputs inputs) + (delete-duplicates + (map input->specification inputs))) + +(define (length-and-list lists) + (list (length lists) lists)) + +(define hello + (specification->package "hello")) + +(format #t "Package : ~a\n" + (package->specification hello)) +(format #t "Package inputs : ~a\n" + (length-and-list (unique-inputs (package-direct-inputs hello)))) +(format #t "Build inputs : ~a\n" + (length-and-list + (unique-inputs + (bag-direct-inputs + (package->bag hello))))) +(format #t "Package closure: ~a\n" + (length-and-list + (delete-duplicates + (map package->specification + (package-closure (list hello)))))) +``` + +``` +Package : hello@2.10 +Package inputs : (0 ()) +Build inputs : (20 ([source code from mirror://gnu/hello/hello-2.10.tar.= gz] tar@1.32 gzip@1.10 bzip2@1.0.6 xz@5.2.4 file@5.33 diffutils@3.7 patch@2= .7.6 findutils@4.6.0 gawk@5.0.1 sed@4.7 grep@3.3 coreutils@8.31 make@4.2.1 = bash-minimal@5.0.7 ld-wrapper@0 binutils@2.32 gcc@7.4.0 glibc@2.29 glibc-ut= f8-locales@2.29)) +Package closure: (84 (m4@1.4.18 libatomic-ops@7.6.10 gmp@6.1.2 libgc@7.6.1= 2 libltdl@2.4.6 libunistring@0.9.10 libffi@3.2.1 pkg-config@0.29.2 guile@2.= 2.6 libsigsegv@2.12 lzip@1.21 ed@1.15 perl@5.30.0 guile-bootstrap@2.0 zlib@= 1.2.11 xz@5.2.4 ncurses@6.1-20190609 libxml2@2.9.9 attr@2.4.48 gettext-mini= mal@0.20.1 gcc-cross-boot0-wrapped@7.4.0 libstdc++@7.4.0 ld-wrapper-boot3@0= bootstrap-binaries@0 ld-wrapper-boot0@0 flex@2.6.4 glibc-intermediate@2.29= libstdc++-boot0@4.9.4 expat@2.2.7 gcc-mesboot1-wrapper@4.7.4 mesboot-heade= rs@0.19 gcc-core-mesboot@2.95.3 bootstrap-mes@0 bootstrap-mescc-tools@0.5.2= tcc-boot0@0.9.26-6.c004e9a mes-boot@0.19 tcc-boot@0.9.27 make-mesboot0@3.8= 0 gcc-mesboot0@2.95.3 binutils-mesboot0@2.20.1a make-mesboot@3.82 diffutils= -mesboot@2.7 gcc-mesboot1@4.7.4 glibc-headers-mesboot@2.16.0 glibc-mesboot0= @2.2.5 binutils-mesboot@2.20.1a linux-libre-headers@4.19.56 linux-libre-hea= ders-bootstrap@0 gcc-mesboot@4.9.4 glibc-mesboot@2.16.0 gcc-cross-boot0@7.4= .0 bash-static@5.0.7 gettext-boot0@0.19.8.1 python-minimal@3.5.7 perl-boot0= @5.30.0 texinfo@6.6 bison@3.4.1 gzip@1.10 libcap@2.27 acl@2.2.53 glibc-utf8= -locales@2.29 gcc-mesboot-wrapper@4.9.4 file-boot0@5.33 findutils-boot0@4.6= .0 diffutils-boot0@3.7 make-boot0@4.2.1 binutils-cross-boot0@2.32 glibc@2.2= 9 gcc@7.4.0 binutils@2.32 ld-wrapper@0 bash-minimal@5.0.7 make@4.2.1 coreut= ils@8.31 grep@3.3 sed@4.7 gawk@5.0.1 findutils@4.6.0 patch@2.7.6 diffutils@= 3.7 file@5.33 bzip2@1.0.6 tar@1.32 hello@2.10)) +``` + +That\'s 84 packages, just for printing \"Hello, world!\". As promised, +it includes the boostrap seed, called `bootstrap-binaries`. It may be +more surprising to see Perl and Python in the dependency list of what is +a pure C program. The explanation is that the build process of `gcc` and +`glibc` contains Perl and Python code. Considering that both Perl and +Python are written in C and use `glibc`, this hints at why bootstrapping +is a hard problem! + +Get ready for your own analyses +------------------------------- + +As promised, here is a [Guile script](show-dependencies.scm) that you +can download and run from the command line to do dependency analyses +much like the ones I have shown. Just give the packages whose combined +list of dependencies you want to analyze. For example: + +```sh +./show-dependencies.scm hello +``` + +``` +Packages: 1 + hello@2.10 +Package inputs: 0 packages +=20 +Build inputs: 20 packages + [source code from mirror://gnu/hello/hello-2.10.tar.gz] bash-minimal@5.0= .7 binutils@2.32 bzip2@1.0.6 coreutils@8.31 diffutils@3.7 file@5.33 finduti= ls@4.6.0 gawk@5.0.1 gcc@7.4.0 glibc-utf8-locales@2.29 glibc@2.29 grep@3.3 g= zip@1.10 ld-wrapper@0 make@4.2.1 patch@2.7.6 sed@4.7 tar@1.32 xz@5.2.4 +Package closure: 84 packages + acl@2.2.53 attr@2.4.48 bash-minimal@5.0.7 bash-static@5.0.7 binutils-cro= ss-boot0@2.32 binutils-mesboot0@2.20.1a binutils-mesboot@2.20.1a binutils@2= .32 bison@3.4.1 bootstrap-binaries@0 bootstrap-mes@0 bootstrap-mescc-tools@= 0.5.2 bzip2@1.0.6 coreutils@8.31 diffutils-boot0@3.7 diffutils-mesboot@2.7 = diffutils@3.7 ed@1.15 expat@2.2.7 file-boot0@5.33 file@5.33 findutils-boot0= @4.6.0 findutils@4.6.0 flex@2.6.4 gawk@5.0.1 gcc-core-mesboot@2.95.3 gcc-cr= oss-boot0-wrapped@7.4.0 gcc-cross-boot0@7.4.0 gcc-mesboot-wrapper@4.9.4 gcc= -mesboot0@2.95.3 gcc-mesboot1-wrapper@4.7.4 gcc-mesboot1@4.7.4 gcc-mesboot@= 4.9.4 gcc@7.4.0 gettext-boot0@0.19.8.1 gettext-minimal@0.20.1 glibc-headers= -mesboot@2.16.0 glibc-intermediate@2.29 glibc-mesboot0@2.2.5 glibc-mesboot@= 2.16.0 glibc-utf8-locales@2.29 glibc@2.29 gmp@6.1.2 grep@3.3 guile-bootstra= p@2.0 guile@2.2.6 gzip@1.10 hello@2.10 ld-wrapper-boot0@0 ld-wrapper-boot3@= 0 ld-wrapper@0 libatomic-ops@7.6.10 libcap@2.27 libffi@3.2.1 libgc@7.6.12 l= ibltdl@2.4.6 libsigsegv@2.12 libstdc++-boot0@4.9.4 libstdc++@7.4.0 libunist= ring@0.9.10 libxml2@2.9.9 linux-libre-headers-bootstrap@0 linux-libre-heade= rs@4.19.56 lzip@1.21 m4@1.4.18 make-boot0@4.2.1 make-mesboot0@3.80 make-mes= boot@3.82 make@4.2.1 mes-boot@0.19 mesboot-headers@0.19 ncurses@6.1-2019060= 9 patch@2.7.6 perl-boot0@5.30.0 perl@5.30.0 pkg-config@0.29.2 python-minima= l@3.5.7 sed@4.7 tar@1.32 tcc-boot0@0.9.26-6.c004e9a tcc-boot@0.9.27 texinfo= @6.6 xz@5.2.4 zlib@1.2.11 +``` + +You can now easily experiment yourself, even if you are not at ease with +Guile. For example, suppose you have a small Python script that plots +some data using matplotlib. What are its dependencies? First you should +check that it runs in a minimal environment: + +```sh +guix environment --container --ad-hoc python python-matplotlib -- python m= y-script.py +``` + +Next, find its dependencies: + +```sh +./show-dependencies.scm python python-matplotlib +``` + +I won\'t show the output here because it is rather long - the package +closure contains 499 packages! + +OK, but... what are the *real* dependencies? +=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D= =3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D + +I have explained dependencies along these lines in a few seminars. +There\'s one question that someone in the audience is bound to ask: What +do the results of a computation *really* depend on? The output of +`hello` is `"Hello, world!"`, no matter which version of `gcc` I use to +compile it, and no matter which version of `python` was used in building +`glibc`. The package closure is a worst-case estimate: it contains +everything that can *potentially* influence the results, though most of +it doesn\'t in practice. Unfortunately, there is no way to identify the +dependencies that matter automatically, because answering that question +in general (i.e. for arbitrary software) is equivalent to solving the +[halting problem](https://en.wikipedia.org/wiki/Halting_problem). + +Most package managers, such as Debian\'s `apt` or the multi-platform +`conda`, take a different point of view. They define the dependencies of +a program as all packages that need to be loaded into memory in order to +run it. They thus exclude the software that is required to *build* the +program and its run-time dependencies, but can then be discarded. +Whereas Guix\' definition errs on the safe side (its dependency list is +often longer than necessary but never too short), the run-time-only +definition is both too vast and too restrictive. Many run-time +dependencies don\'t have an impact on most programs\' results, but some +build-time dependencies do. + +One important case where build-time dependencies matter is +floating-point computations. For historical reasons, they are surrounded +by an aura of vagueness and imprecision, which goes back to its early +days, when many details were poorly understood and implementations +varied a lot. Today, all computers used for scientific computing respect +the [IEEE 754 standard](https://en.wikipedia.org/wiki/IEEE_754) that +precisely defines how floating-point numbers are represented in memory +and what the result of each arithmetic operation must be. Floating-point +arithmetic is thus perfectly deterministic and even perfectly portable +between machines, if expressed in terms of the operations defined by the +standard. However, high-level languages such as C or Fortran do not +allow programmers to do that. Its designers assume (probably correctly) +that most programmers do not want to deal with the intricate details of +rounding. Therefore they provide only a simplified interface to the +arithmetic operations of IEEE 754, which incidentally also leaves more +liberty for code optimization to compiler writers. The net result is +that the complete specification of a program\'s results is its source +code *plus the compiler and the compilation options*. You thus *can* get +reproducible floating-point results if you include all compilation steps +into the perimeter of your computation, at least for code running on a +single processor. Parallel computing is a different story: it involves +voluntarily giving up reproducibility in exchange for speed. +Reproducibility then becomes a best-effort approach of limiting the +collateral damage done by optimization through the clever design of +algorithms. + +Reproducing a reproducible computation +=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D= =3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D + +So far, I have explained the theory behind reproducible computations. +The take-home message is that to be sure to get exactly the same results +in the future, you have to use the exact same versions of all packages +in the package closure of your immediate dependencies. I have also shown +you how you can access that package closure. There is one missing piece: +how do you actually run your program in the future, using the same +environment? + +The good news is that doing this is a lot simpler than understanding my +lengthy explanations (which is why I leave this for the end!). The +complex dependency graphs that I have analyzed up to here are encoded in +the Guix source code, so all you need to re-create your environment is +the exact same version of Guix! You get that version using + +```sh +guix describe +``` + +``` +Generation 15 Jan 06 2020 13:30:45 (current) + guix 769b96b + repository URL: https://git.savannah.gnu.org/git/guix.git + branch: master + commit: 769b96b62e8c09b078f73adc09fb860505920f8f +``` + +The critical information here is the unpleasantly looking string of +hexadecimal digits after \"commit\". This is all it takes to uniquely +identify a version of Guix. And to re-use it in the future, all you need +is Guix\' time machine: + +```sh +guix time-machine --commit=3D769b96b62e8c09b078f73adc09fb860505920f8f -- e= nvironment --ad-hoc gcc-toolchain +``` + +``` +Updating channel 'guix' from Git repository at 'https://git.savannah.gnu.o= rg/git/guix.git'... +``` + +```sh +gcc pi.c -o pi +./pi +``` + +``` +M_PI : 3.1415926536 +4 * atan(1.) : 3.1415926536 +Leibniz' formula (four terms): 2.8952380952 +``` + +The time machine actually downloads the specified version of Guix and +passes it the rest of the command line. You are running the same code +again. Even bugs in Guix will be reproduced faithfully! As before, +`guix environment` leaves us in a special-environment shell which +needs to be terminated by Ctrl-D. + +For many practical use cases, this technique is sufficient. But there +are two variants you should know about for more complicated situations: + +- If you need an environment with many packages, you should use a + manifest rather than list the packages on the command line. See [the + manual](https://guix.gnu.org/manual/en/html_node/Invoking-guix-environ= ment.html) + for details. + +- If you need packages from additional channels, i.e. packages that + are not part of the official Guix distribution, you should store a + complete channel description in a file using + +```sh +guix describe -f channels > guix-version-for-reproduction.txt +``` + +and feed that file to the time machine: + +```sh +guix time-machine --channels=3Dguix-version-for-reproduction.txt -- enviro= nment --ad-hoc gcc-toolchain +``` + +``` +Updating channel 'guix' from Git repository at 'https://git.savannah.gnu.o= rg/git/guix.git'... +``` + +```sh +gcc pi.c -o pi +./pi +``` + +``` +M_PI : 3.1415926536 +4 * atan(1.) : 3.1415926536 +Leibniz' formula (four terms): 2.8952380952 +``` + +Last, if your colleagues do not use Guix yet, you can pack your +reproducible software for use on other systems: as a tarball, or as a +Docker or Singularity container image. For example: + +```sh +guix pack \ + -f docker \ + -C none \ + -S /bin=3Dbin \ + -S /lib=3Dlib \ + -S /share=3Dshare \ + -S /etc=3Detc \ + gcc-toolchain +``` + +``` +/gnu/store/iqn9yyvi8im18g7y9f064lw9s9knxp0w-docker-pack.tar +``` + +will produce a Docker container image, and with the knowledge of the +Guix commit (or channel specification), you will be able in the future +to reproduce this container bit-to-bit using `guix time-machine`. + +And now... congratulations for having survived to the end of this long +journey! May all your computations be reproducible, with Guix. diff --git a/website/posts/show-dependencies.scm b/website/posts/show-depen= dencies.scm new file mode 100755 index 0000000..9a432de --- /dev/null +++ b/website/posts/show-dependencies.scm @@ -0,0 +1,76 @@ +#!/usr/bin/env -S guile -s +!# + +(use-modules (guix packages) + ((gnu packages) #:select (specification->package + specification->package+output)) + ((srfi srfi-1) #:select (delete-duplicates)) + ((srfi srfi-11) #:select (let-values)) + ((ice-9 match) #:select (match)) + ((ice-9 format) #:select (format))) + +(define (package->specification package) + (format #f "~a@~a" + (package-name package) + (package-version package))) + +(define (input->specification input) + (match input + ((label (? package? package) . _) + (package->specification package)) + ((label (? origin? origin)) + (format #f "[source code from ~a]" + (origin-uri origin))) + (other-input + (format #f "~a" other-input)))) + +(define (unique-inputs inputs) + (delete-duplicates + (map input->specification inputs))) + +(define (main args) + + (define packages + (map specification->package args)) + (define inputs + (sort + (delete-duplicates + (apply append + (map (lambda (package) + (unique-inputs + (package-direct-inputs package))) + packages))) + string<)) + (define build-inputs + (sort + (delete-duplicates + (apply append + (map (lambda (package) + (unique-inputs + (bag-direct-inputs + (package->bag package)))) + packages))) + string<)) + (define closure + (sort + (delete-duplicates + (map package->specification + (package-closure packages))) + string<)) + + (format #t "Packages: ~d\n ~{ ~a~}\n" + (length packages) + (sort + (map package->specification packages) + string<)) + (format #t "Package inputs: ~d packages\n ~{ ~a~}\n" + (length inputs) + inputs) + (format #t "Build inputs: ~d packages\n ~{ ~a~}\n" + (length build-inputs) + build-inputs) + (format #t "Package closure: ~d packages\n ~{ ~a~}\n" + (length closure) + closure)) + +(main (cdr (command-line))) --=20 2.22.0