Path: blob/develop/src/doc/en/developer/portability_testing.rst
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.. nodoctest .. highlight:: shell-session .. _chapter-portability_testing: ============================= Testing on Multiple Platforms ============================= Sage is intended to build and run on a variety of platforms, including all major Linux distributions, as well as macOS, and Windows with WSL (Windows Subsystem for Linux). There is considerable variation among these platforms. To ensure that Sage continues to build correctly on users' machines, it is crucial to test changes to Sage, in particular when external packages are added or upgraded, on a wide spectrum of platforms. Testing PRs with GitHub Actions =============================== `GitHub Actions <https://github.com/sagemath/sage/actions>`_ are automatically and constantly testing GitHub PRs to identify errors early and ensure code quality. In particular, Build & Test workflows perform an incremental build of Sage and run doctests on a selection of major platforms including Ubuntu, macOS, and Conda. Sage buildbots ============== Before a new release, the release manager runs a fleet of `buildbots <http://build.sagemath.org>`_ to make it sure that Sage builds correctly on all of our supported platforms. Test reports on sage-release ============================ Sage developers and users are encouraged to test releases that are announced on `Sage Release <https://groups.google.com/forum/#!forum/sage-release>`_ on their machines and to report the results (successes and failures) by responding to the announcements. Testing on multiple platforms using Docker ========================================== `Docker <https://www.docker.com>`_ is a popular virtualization software, running Linux operating system images ("Docker images") in containers on a shared Linux kernel. These containers can be run using a Docker client on your Linux, Mac, or Windows box, as well as on various cloud services. To get started, you need to install a `Docker client <https://docs.docker.com/install/>`_. The clients are available for Linux, Mac, and Windows. The clients for the latter are known as "Docker Desktop". Make sure that your Docker client is configured to provide enough RAM to the containers (8 GB are a good choice). In Docker Desktop this setting is in Preferences -> Resources -> Advanced. .. NOTE:: All examples in this section were obtained using Docker Desktop for Mac; but the `command-line user interface <https://docs.docker.com/engine/reference/commandline/cli/>`_ for the other platforms is identical. As an alternative, you can also run Docker in GitHub Codespaces (or another cloud service) using a container with the Docker-in-Docker feature. Sage provides a suitable dev container configuration `.devcontainer/tox-docker-in-docker <https://github.com/sagemath/sage/tree/develop/.devcontainer/tox-docker-in-docker>`_: .. ONLY:: html .. image:: https://github.com/codespaces/badge.svg :align: center :target: https://codespaces.new/sagemath/sage?devcontainer_path=.devcontainer%2Ftox-docker-in-docker%2Fdevcontainer.json All major Linux distributions provide ready-to-use Docker images, which are published via `Docker Hub <https://hub.docker.com>`_ or other container registries. For example, to run the current stable (LTS) version of Ubuntu interactively, you can use the shell command:: [mkoeppe@sage sage]$ docker run -it ubuntu:latest root@9f3398da43c2:/# Here ``ubuntu`` is referred to as the "image (name)" and ``latest`` as the "tag". Other releases of Ubuntu are available under different tags, such as ``xenial`` or ``devel``. The above command drops you in a root shell on the container:: root@9f3398da43c2:/# uname -a Linux 9f3398da43c2 4.19.76-linuxkit #1 SMP Thu Oct 17 19:31:58 UTC 2019 x86_64 x86_64 x86_64 GNU/Linux root@9f3398da43c2:/# df -h Filesystem Size Used Avail Use% Mounted on overlay 181G 116G 56G 68% / tmpfs 64M 0 64M 0% /dev tmpfs 2.7G 0 2.7G 0% /sys/fs/cgroup shm 64M 0 64M 0% /dev/shm /dev/sda1 181G 116G 56G 68% /etc/hosts tmpfs 2.7G 0 2.7G 0% /proc/acpi tmpfs 2.7G 0 2.7G 0% /sys/firmware Exiting the shell terminates the container:: root@9f3398da43c2:/# ^D [mkoeppe@sage sage]$ Let us work with a distclean Sage source tree. If you are using git, a good way to get one (without losing a precious installation in ``SAGE_LOCAL``) is by creating a new worktree:: [mkoeppe@sage sage] git worktree add worktree-ubuntu-latest [mkoeppe@sage sage] cd worktree-ubuntu-latest [mkoeppe@sage worktree-ubuntu-latest] ls COPYING.txt ... Makefile ... configure.ac ... src tox.ini This is not bootstrapped (``configure`` is missing), so let's bootstrap it:: [mkoeppe@sage worktree-ubuntu-latest] make configure ... We can start a container again with same image, ``ubuntu:latest``, but this time let's mount the current directory into it:: [mkoeppe@sage worktree-ubuntu-latest]$ docker run -it --mount type=bind,source=$(pwd),target=/sage ubuntu:latest root@39d693b2a75d:/# mount | grep sage osxfs on /sage type fuse.osxfs (rw,nosuid,nodev,relatime,user_id=0,group_id=0,allow_other,max_read=1048576) root@39d693b2a75d:/# cd sage root@39d693b2a75d:/sage# ls COPYING.txt ... Makefile ... config configure configure.ac ... src tox.ini Typical Docker images provide minimal installations of packages only:: root@39d693b2a75d:/sage# command -v python root@39d693b2a75d:/sage# command -v gcc root@39d693b2a75d:/sage# As you can see above, the image ``ubuntu:latest`` has neither a Python nor a GCC installed, which are among the build prerequisites of Sage. We need to install them using the Linux distribution's package manager first. Sage facilitates testing various Linux distributions on Docker as follows. Discovering the system's package system --------------------------------------- :: root@39d693b2a75d:/sage# build/bin/sage-guess-package-system debian Let's install gcc, hoping that the Ubuntu package providing it is simply named ``gcc``. If we forgot what the package manager on Debian-derived Linux distributions is called, we can ask Sage for a reminder:: root@39d693b2a75d:/sage# build/bin/sage-print-system-package-command debian install gcc apt-get install gcc We remember that we need to fetch the current package lists from the server first:: root@39d693b2a75d:/sage# apt-get update root@39d693b2a75d:/sage# apt-get install gcc Using Sage's database of distribution prerequisites --------------------------------------------------- The source code of the Sage distribution contains a database of package names in various distributions' package managers. For example, the file ``build/pkgs/_prereq/distros/debian.txt`` contains the following .. code-block:: yaml # This file, build/pkgs/_prereq/distros/debian.txt, contains names # of Debian/Ubuntu packages needed for installation of Sage from source. # # In addition, the files build/pkgs/SPKG/distros/debian.txt contain the names # of packages that provide the equivalent of SPKG. # # Everything on a line after a # character is ignored. binutils make m4 perl # python3-minimal is not enough on debian buster, ubuntu bionic - it does not have urllib python3 # system python for bootstrapping the build tar bc gcc # On debian buster, need C++ even to survive 'configure'. Otherwise: # checking how to run the C++ preprocessor... /lib/cpp # configure: error: in `/sage': # configure: error: C++ preprocessor "/lib/cpp" fails sanity check g++ # Needed if we download some packages from a https upstream URL ca-certificates patch From this information, we know that we can use the following command on our container to install the necessary build prerequisites:: root@39d693b2a75d:/sage# apt-get install binutils make m4 perl python3 \ tar bc gcc g++ ca-certificates patch Reading package lists... Done Building dependency tree Reading state information... Done tar is already the newest version (1.29b-2ubuntu0.1). The following additional packages will be installed: ... Done. (The Sage `Installation Guide <../installation/index.html>`_ also provides such command lines for some distributions; these are automatically generated from the database of package names.) Now we can start the build:: root@39d693b2a75d:/sage# ./configure checking for a BSD-compatible install... /usr/bin/install -c checking for root user... yes configure: error: You cannot build Sage as root, switch to an unprivileged user. (If building in a container, use --enable-build-as-root.) Let's just follow this helpful hint:: root@39d693b2a75d:/sage# ./configure --enable-build-as-root checking for a BSD-compatible install... /usr/bin/install -c ... .. _section-equiv-distro-packages: Using Sage's database of equivalent distribution packages --------------------------------------------------------- At the end of the ``./configure`` run, Sage issued a message like the following:: configure: notice: the following SPKGs did not find equivalent system packages: boost_cropped bzip2 ... zeromq zipp checking for the package system in use... debian configure: hint: installing the following system packages is recommended and may avoid building some of the above SPKGs from source: configure: $ sudo apt-get install ... libzmq3-dev libz-dev configure: After installation, re-run configure using: configure: $ make reconfigure This information comes from Sage's database of equivalent system packages. For example:: $ ls build/pkgs/flint/distros/ alpine.txt fedora.txt gentoo.txt macports.txt opensuse.txt void.txt conda.txt debian.txt freebsd.txt homebrew.txt nix.txt repology.txt $ cat build/pkgs/flint/distros/debian.txt libflint-dev Note that these package equivalencies are based on a current stable or testing version of the distribution; the packages are not guaranteed to exist in every release or derivative distribution. The Sage distribution is intended to build correctly no matter what superset of the set of packages forming the minimal build prerequisites is installed on the system. If it does not, this is a bug of the Sage distribution and should be reported and fixed on a ticket. Crucial part of a bug report is the configuration of the system, in particular a list of installed packages and their versions. Let us install a subset of these packages:: root@39d693b2a75d:/sage# apt-get install libbz2-dev bzip2 libz-dev Reading package lists... Done ... Setting up zlib1g-dev:amd64 (1:1.2.11.dfsg-0ubuntu2) ... root@39d693b2a75d:/sage# Committing a container to disk ------------------------------ After terminating the container, the following command shows the status of the container you just exited:: root@39d693b2a75d:/sage# ^D [mkoeppe@sage worktree-ubuntu-latest]$ docker ps -a | head -n3 CONTAINER ID IMAGE COMMAND CREATED STATUS 39d693b2a75d ubuntu:latest "/bin/bash" 8 minutes ago Exited (0) 6 seconds ago 9f3398da43c2 ubuntu:latest "/bin/bash" 8 minutes ago Exited (0) 8 minutes ago We can go back to the container with the command:: [mkoeppe@sage worktree-ubuntu-latest]$ docker start -a -i 39d693b2a75d root@9f3398da43c2:/# Here, ``39d693b2a75d`` is the container id, which appeared in the shell prompts and in the output of ``docker ps``. We can create a new image corresponding to its current state:: root@39d693b2a75d:/# ^D [mkoeppe@sage worktree-ubuntu-latest]$ docker commit 39d693b2a75d ubuntu-latest-minimal-17 sha256:4151c5ca4476660f6181cdb13923da8fe44082222b984c377fb4fd6cc05415c1 where ``ubuntu-latest-minimal-17`` is an arbitrary symbolic name for the new image. The output of the command is the id of the new image. We can use either the symbolic name or the id to refer to the new image. We can run the image and get a new container with the same state as the one that we terminated. Again we want to mount our worktree into it; otherwise, because we did not make a copy, the new container will have no access to the worktree:: [mkoeppe@sage worktree-ubuntu-latest]$ docker run -it \ --mount type=bind,source=$(pwd),target=/sage ubuntu-latest-minimal-17 root@73987568712c:/# cd sage root@73987568712c:/sage# command -v gcc /usr/bin/gcc root@73987568712c:/sage# command -v bunzip2 /usr/bin/bunzip2 root@73987568712c:/sage# ^D [mkoeppe@sage worktree-ubuntu-latest]$ The image ``ubuntu-latest-minimal-17`` can be run in as many containers as we want and can also be shared with other users or developers so that they can run it in a container on their machine. (See the Docker documentation on how to `share images on Docker Hub <https://docs.docker.com/get-started/part3/>`_ or to `save images to a tar archive <https://docs.docker.com/engine/reference/commandline/save/>`_.) This facilitates collaboration on fixing portability bugs of the Sage distribution. After reproducing a portability bug on a container, several developers can work on fixing the bug using containers running on their respective machines. Generating dockerfiles ---------------------- Sage also provides a script for generating a ``Dockerfile``, which is a recipe for automatically building a new image:: [mkoeppe@sage sage]$ .github/workflows/write-dockerfile.sh debian ":standard: :optional:" > Dockerfile (The second argument is passed to ``sage -package list`` to find packages for the listed package types.) .. this interface should be improved obviously. See #29146 - Refactor tox.ini and build/bin/write_dockerfile.sh The ``Dockerfile`` instructs the command ``docker build`` to build a new Docker image. Let us take a quick look at the generated file; this is slightly simplified:: [mkoeppe@sage sage]$ cat Dockerfile # Automatically generated by write-dockerfile.sh # the :comments: separate the generated file into sections # to simplify writing scripts that customize this file ... First, it instructs ``docker build`` to start from an existing base image...:: ... ARG BASE_IMAGE=ubuntu:latest FROM ${BASE_IMAGE} ... Then, to install system packages...:: ... RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -qqq --no-install-recommends --yes binutils make m4 perl python3 ... libzmq3-dev libz-dev && apt-get clean Then, to bootstrap and configure...:: RUN mkdir -p /sage WORKDIR /sage ADD Makefile VERSION.txt README.md bootstrap configure.ac sage ./ ADD src/doc/bootstrap src/doc/bootstrap ADD m4 ./m4 ADD build ./build RUN ./bootstrap ADD src/bin src/bin ARG EXTRA_CONFIGURE_ARGS="" RUN ./configure --enable-build-as-root ${EXTRA_CONFIGURE_ARGS} || (cat config.log; exit 1) Finally, to build and test...:: ARG NUMPROC=8 ENV MAKE="make -j${NUMPROC}" ARG USE_MAKEFLAGS="-k" RUN make ${USE_MAKEFLAGS} base-toolchain ARG TARGETS_PRE="all-sage-local" RUN make ${USE_MAKEFLAGS} ${TARGETS_PRE} ADD src src ARG TARGETS="build ptest" RUN make ${USE_MAKEFLAGS} ${TARGETS} You can customize the image build process by passing build arguments to the command ``docker build``. For example:: [mkoeppe@sage sage]$ docker build . -f Dockerfile \ --build-arg BASE_IMAGE=ubuntu:latest \ --build-arg NUMPROC=4 \ --build-arg EXTRA_CONFIGURE_ARGS="--with-python=/usr/bin/python3.42" These arguments (and their default values) are defined using ``ARG`` commands in the ``Dockerfile``. The above command will build Sage from scratch and will therefore take quite long. Let us instead just do a partial build, consisting of one small package, by setting the arguments ``TARGETS_PRE`` and ``TARGETS``. We use a silent build (``make V=0``):: [mkoeppe@sage sage]$ docker build . -f Dockerfile \ --build-arg TARGETS_PRE=ratpoints \ --build-arg TARGETS=ratpoints \ --build-arg USE_MAKEFLAGS="V=0" Sending build context to Docker daemon 285MB Step 1/28 : ARG BASE_IMAGE=ubuntu:latest ... Step 2/28 : FROM ${BASE_IMAGE} ---> 549b9b86cb8d ... Step 25/28 : RUN make SAGE_SPKG="sage-spkg -y -o" ${USE_MAKEFLAGS} ${TARGETS_PRE} ... make[1]: Entering directory '/sage/build/make' sage-logger -p 'sage-spkg -y -o ratpoints-2.1.3.p5' '/sage/logs/pkgs/ratpoints-2.1.3.p5.log' [ratpoints-2.1.3.p5] installing. Log file: /sage/logs/pkgs/ratpoints-2.1.3.p5.log [ratpoints-2.1.3.p5] successfully installed. make[1]: Leaving directory '/sage/build/make' real 0m18.886s user 0m1.779s sys 0m0.314s Sage build/upgrade complete! ... ---> 2d06689d39fa Successfully built 2d06689d39fa We can now start a container using the image id shown in the last step:: [mkoeppe@sage sage]$ docker run -it 2d06689d39fa bash root@fab59e09a641:/sage# ls -l logs/pkgs/ total 236 -rw-r--r-- 1 root root 231169 Mar 26 22:07 config.log -rw-r--r-- 1 root root 6025 Mar 26 22:27 ratpoints-2.1.3.p5.log root@fab59e09a641:/sage# ls -l local/lib/*rat* -rw-r--r-- 1 root root 177256 Mar 26 22:27 local/lib/libratpoints.a You can customize the image build process further by editing the ``Dockerfile``. For example, by default, the generated ``Dockerfile`` configures, builds, and tests Sage. By deleting or commenting out the commands for the latter, you can adjust the Dockerfile to stop after the ``configure`` phase, for example. ``Dockerfile`` is the default filename for Dockerfiles. You can change it to any other name, but it is recommended to use ``Dockerfile`` as a prefix, such as ``Dockerfile-debian-standard``. It should be placed within the tree rooted at the current directory (``.``); if you want to put it elsewhere, you need to learn about details of "Docker build contexts". Note that in contrast to the workflow described in the above sections, the ``Dockerfile`` **copies** a snapshot of your Sage worktree into the build container, using ``ADD`` commands, instead of mounting the directory into it. This copying is subject to the exclusions in the ``.gitignore`` file (via a symbolic link from ``.dockerignore``). Therefore, only the sources are copied, but not your configuration (such as the file ``config.status``), nor the ``$SAGE_LOCAL`` tree, nor any other build artefacts. Because of this, you can build a Docker image using the generated ``Dockerfile`` from your main Sage development tree. It does not have to be distclean to start, and the build will not write into it at all. Hence, you can continue editing and compiling your Sage development tree even while Docker builds are running. Debugging a portability bug using Docker ---------------------------------------- Let us do another partial build. We choose a package that we suspect might not work on all platforms, ``surf``, which was marked as "experimental" in 2017:: [mkoeppe@sage sage]$ docker build . -f Dockerfile \ --build-arg BASE_IMAGE=ubuntu:latest \ --build-arg NUMPROC=4 \ --build-arg TARGETS_PRE=surf \ --build-arg TARGETS=surf Sending build context to Docker daemon 285MB Step 1/28 : ARG BASE_IMAGE=ubuntu:latest Step 2/28 : FROM ${BASE_IMAGE} ---> 549b9b86cb8d ... Step 24/28 : ARG TARGETS_PRE="all-sage-local" ---> Running in 17d0ddb5ad7b Removing intermediate container 17d0ddb5ad7b ---> 7b51411520c3 Step 25/28 : RUN make SAGE_SPKG="sage-spkg -y -o" ${USE_MAKEFLAGS} ${TARGETS_PRE} ---> Running in 61833bea6a6d make -j4 build/make/Makefile --stop ... [surf-1.0.6-gcc6] Attempting to download package surf-1.0.6-gcc6.tar.gz from mirrors ... [surf-1.0.6-gcc6] http://mirrors.mit.edu/sage/spkg/upstream/surf/surf-1.0.6-gcc6.tar.gz ... [surf-1.0.6-gcc6] Setting up build directory for surf-1.0.6-gcc6 ... [surf-1.0.6-gcc6] /usr/bin/ld: cannot find -lfl [surf-1.0.6-gcc6] collect2: error: ld returned 1 exit status [surf-1.0.6-gcc6] Makefile:504: recipe for target 'surf' failed [surf-1.0.6-gcc6] make[3]: *** [surf] Error 1 ... [surf-1.0.6-gcc6] Error installing package surf-1.0.6-gcc6 ... Makefile:2088: recipe for target '/sage/local/var/lib/sage/installed/surf-1.0.6-gcc6' failed make[1]: *** [/sage/local/var/lib/sage/installed/surf-1.0.6-gcc6] Error 1 make[1]: Target 'surf' not remade because of errors. make[1]: Leaving directory '/sage/build/make' ... Error building Sage. The following package(s) may have failed to build (not necessarily during this run of 'make surf'): * package: surf-1.0.6-gcc6 last build time: Mar 26 22:07 log file: /sage/logs/pkgs/surf-1.0.6-gcc6.log build directory: /sage/local/var/tmp/sage/build/surf-1.0.6-gcc6 ... Makefile:31: recipe for target 'surf' failed make: *** [surf] Error 1 The command '/bin/sh -c make SAGE_SPKG="sage-spkg -y -o" ${USE_MAKEFLAGS} ${TARGETS_PRE}' returned a non-zero code: 2 Note that no image id is shown at the end; the build failed, and no image is created. However, the container in which the last step of the build was attempted exists:: [mkoeppe@sage sage]$ docker ps -a |head -n3 CONTAINER ID IMAGE COMMAND CREATED STATUS 61833bea6a6d 7b51411520c3 "/bin/sh -c 'make SA…" 9 minutes ago Exited (2) 1 minute ago 73987568712c ubuntu-latest-minimal-17 "/bin/bash" 24 hours ago Exited (0) 23 hours ago We can copy the build directory from the container for inspection:: [mkoeppe@sage sage]$ docker cp 61833bea6a6d:/sage/local/var/tmp/sage/build ubuntu-build [mkoeppe@sage sage]$ ls ubuntu-build/surf*/src AUTHORS TODO curve misc COPYING acinclude.m4 debug missing ChangeLog aclocal.m4 dither mkinstalldirs INSTALL background.pic docs mt Makefile config.guess draw src Makefile.am config.log drawfunc surf.1 Makefile.global config.status examples surf.xpm Makefile.in config.sub gtkgui yaccsrc NEWS configure image-formats README configure.in install-sh Alternatively, we can use ``docker commit`` as explained earlier to create an image from the container:: [mkoeppe@sage sage]$ docker commit 61833bea6a6d sha256:003fbd511016fe305bd8494bb1747f0fbf4cb2c788b4e755e9099d9f2014a60d [mkoeppe@sage sage]$ docker run -it 003fbd511 bash root@2d9ac65f4572:/sage# (cd /sage/local/var/tmp/sage/build/surf* && /sage/sage --buildsh) Starting subshell with Sage environment variables set. Don't forget to exit when you are done. ... Note: SAGE_ROOT=/sage (sage-buildsh) root@2d9ac65f4572:surf-1.0.6-gcc6$ ls /usr/lib/libfl* /usr/lib/libflint-2.5.2.so /usr/lib/libflint-2.5.2.so.13.5.2 /usr/lib/libflint.a /usr/lib/libflint.so (sage-buildsh) root@2d9ac65f4572:surf-1.0.6-gcc6$ apt-get update && apt-get install apt-file (sage-buildsh) root@2d9ac65f4572:surf-1.0.6-gcc6$ apt-file update (sage-buildsh) root@2d9ac65f4572:surf-1.0.6-gcc6$ apt-file search "/usr/lib/libfl.a" flex-old: /usr/lib/libfl.a freebsd-buildutils: /usr/lib/libfl.a (sage-buildsh) root@2d9ac65f4572:surf-1.0.6-gcc6$ apt-get install flex-old (sage-buildsh) root@2d9ac65f4572:surf-1.0.6-gcc6$ ./spkg-install checking for a BSD-compatible install... /usr/bin/install -c checking whether build environment is sane... yes ... /usr/bin/install -c surf /sage/local/bin/surf /usr/bin/install -c -m 644 ./surf.1 /sage/local/share/man/man1/surf.1 ... make[1]: Leaving directory '/sage/local/var/tmp/sage/build/surf-1.0.6-gcc6/src' (sage-buildsh) root@2d9ac65f4572:surf-1.0.6-gcc6$ exit root@2d9ac65f4572:/sage# exit [mkoeppe@sage sage]$ A standard case of bitrot. Automatic Docker-based build testing using tox ---------------------------------------------- `tox <https://tox.readthedocs.io/en/latest/>`_ is a Python package that is widely used for automating tests of Python projects. If you are using Docker locally, install ``tox`` for use with your system Python, for example using:: [mkoeppe@sage sage]$ pip install --user tox If you run Docker-in-Docker on GitHub Codespaces using our dev container configuration `.devcontainer/tox-docker-in-docker <https://github.com/sagemath/sage/tree/develop/.devcontainer/tox-docker-in-docker>`_, ``tox`` is already installed. Sage provides a sophisticated tox configuration in the file :sage_root:`tox.ini` for the purpose of portability testing. A tox "environment" is identified by a symbolic name composed of several `Tox "factors" <https://tox.readthedocs.io/en/latest/config.html#complex-factor-conditions>`_. The **technology** factor describes how the environment is run: - ``docker`` builds a Docker image as described above. - ``local`` runs testing on the host OS instead. We explain this technology in a later section. The next two factors determine the host system configuration: The **system factor** describes a base operating system image. - Examples are ``ubuntu-focal``, ``debian-buster``, ``archlinux-latest``, ``fedora-30``, ``slackware-14.2``, ``centos-7-i386``, and ``ubuntu-bionic-arm64``. - See :sage_root:`tox.ini` for a complete list, and to which images on Docker hub they correspond. The **packages factor** describes a list of system packages to be installed on the system before building Sage: - ``minimal`` installs the system packages known to Sage to provide minimal prerequisites for bootstrapping and building the Sage distribution. This corresponds to the packages ``_bootstrap`` and ``_prereq``. - ``standard`` additionally installs all known system packages that are equivalent to standard packages of the Sage distribution, for which the mechanism ``spkg-configure.m4`` is implemented. This corresponds to the packages listed by:: [mkoeppe@sage sage]$ sage --package list --has-file=spkg-configure.m4 :standard: - ``maximal`` does the same for all standard and optional packages. This corresponds to the packages listed by:: [mkoeppe@sage sage]$ sage --package list :standard: :optional: The factors are connected by a hyphen to name a system configuration, such as ``debian-buster-standard`` and ``centos-7-i386-minimal``. Finally, the **configuration** factor (which is allowed to be empty) controls how the ``configure`` script is run. The factors are connected by a hyphen to name a tox environment. (The order of the factors does not matter; however, for consistency and because the ordered name is used for caching purposes, we recommend to use the factors in the listed order.) To run an environment:: [mkoeppe@sage sage]$ tox -e docker-slackware-14.2-minimal [mkoeppe@sage sage]$ tox -e docker-ubuntu-bionic-standard Arbitrary extra arguments to ``docker build`` can be supplied through the environment variable ``EXTRA_DOCKER_BUILD_ARGS``. For example, for a non-silent build (``make V=1``), use:: [mkoeppe@sage sage]$ EXTRA_DOCKER_BUILD_ARGS="--build-arg USE_MAKEFLAGS=\"V=1\"" \ tox -e docker-ubuntu-bionic-standard By default, tox uses ``TARGETS_PRE=all-sage-local`` and ``TARGETS=build``, leading to a complete build of Sage without the documentation. If you pass positional arguments to tox (separated from tox options by ``--``), then both ``TARGETS_PRE`` and ``TARGETS`` are set to these arguments. In this way, you can build some specific packages instead of all of Sage, for example:: [mkoeppe@sage sage]$ tox -e docker-centos-8-standard -- ratpoints If the build succeeds, this will create a new image named ``sage-centos-8-standard-with-targets:9.1.beta9-431-gca4b5b2f33-dirty``, where - the image name is derived from the tox environment name and the suffix ``with-targets`` expresses that the ``make`` targets given in ``TARGETS`` have been built; - the tag name describes the git revision of the source tree as per ``git describe --dirty``. You can ask for tox to create named intermediate images as well. For example, to create the images corresponding to the state of the OS after installing all system packages (``with-system-packages``) and the one just after running the ``configure`` script (``configured``):: [mkoeppe@sage sage]$ DOCKER_TARGETS="with-system-packages configured with-targets" \ tox -e docker-centos-8-standard -- ratpoints ... Sending build context to Docker daemon ... Step 1/109 : ARG BASE_IMAGE=fedora:latest Step 2/109 : FROM ${BASE_IMAGE} as with-system-packages ... Step 109/109 : RUN yum install -y zlib-devel || echo "(ignoring error)" ... Successfully built 4bb14c3d5646 Successfully tagged sage-centos-8-standard-with-system-packages:9.1.beta9-435-g861ba33bbc-dirty Sending build context to Docker daemon ... ... Successfully tagged sage-centos-8-standard-configured:9.1.beta9-435-g861ba33bbc-dirty ... Sending build context to Docker daemon ... ... Successfully tagged sage-centos-8-standard-with-targets:9.1.beta9-435-g861ba33bbc-dirty Let's verify that the images are available:: [mkoeppe@sage sage]$ docker images | head REPOSITORY TAG IMAGE ID sage-centos-8-standard-with-targets 9.1.beta9-435-g861ba33bbc-dirty 7ecfa86fceab sage-centos-8-standard-configured 9.1.beta9-435-g861ba33bbc-dirty 4314929e2b4c sage-centos-8-standard-with-system-packages 9.1.beta9-435-g861ba33bbc-dirty 4bb14c3d5646 ... Automatic build testing on the host OS using tox -e local-direct ---------------------------------------------------------------- The ``local`` technology runs testing on the host OS instead. In contrast to the ``docker`` technology, it does not make a copy of the source tree. It is most straightforward to run it from a separate, distclean git worktree. Let us try a first variant of the ``local`` technology, the tox environment called ``local-direct``. Because all builds with tox begin by bootstrapping the source tree, you will need autotools and other prerequisites installed in your system. See ``build/pkgs/_bootstrap/distros/*.txt`` for a list of system packages that provide these prerequisites. We start by creating a fresh (distclean) git worktree:: [mkoeppe@sage sage] git worktree add worktree-local [mkoeppe@sage sage] cd worktree-local [mkoeppe@sage worktree-local] ls COPYING.txt ... Makefile ... configure.ac ... src tox.ini Again we build only a small package. Build targets can be passed as positional arguments (separated from tox options by ``--``):: [mkoeppe@sage worktree-local] tox -e local-direct -- ratpoints local-direct create: /Users/mkoeppe/.../worktree-local/.tox/local-direct local-direct run-test-pre: PYTHONHASHSEED='2211987514' ... src/doc/bootstrap:48: installing src/doc/en/installation/debian.txt... bootstrap:69: installing 'config/config.rpath' configure.ac:328: installing 'config/compile' configure.ac:113: installing 'config/config.guess' ... checking for a BSD-compatible install... /usr/bin/install -c checking whether build environment is sane... yes ... sage-logger -p 'sage-spkg -y -o ratpoints-2.1.3.p5' '.../worktree-local/logs/pkgs/ratpoints-2.1.3.p5.log' [ratpoints-2.1.3.p5] installing. Log file: .../worktree-local/logs/pkgs/ratpoints-2.1.3.p5.log [ratpoints-2.1.3.p5] successfully installed. ... local-direct: commands succeeded congratulations :) Let's investigate what happened here:: [mkoeppe@sage worktree-local]$ ls -la total 2576 drwxr-xr-x 35 mkoeppe staff 1120 Mar 26 22:20 . drwxr-xr-x 63 mkoeppe staff 2016 Mar 27 09:35 .. ... lrwxr-xr-x 1 mkoeppe staff 10 Mar 26 20:34 .dockerignore -> .gitignore -rw-r--r-- 1 mkoeppe staff 74 Mar 26 20:34 .git ... -rw-r--r-- 1 mkoeppe staff 1212 Mar 26 20:41 .gitignore ... drwxr-xr-x 7 mkoeppe staff 224 Mar 26 22:11 .tox ... -rw-r--r-- 1 mkoeppe staff 7542 Mar 26 20:41 Makefile ... lrwxr-xr-x 1 mkoeppe staff 114 Mar 26 20:45 config.log -> .tox/local-direct/log/config.log -rwxr-xr-x 1 mkoeppe staff 90411 Mar 26 20:46 config.status -rwxr-xr-x 1 mkoeppe staff 887180 Mar 26 20:45 configure -rw-r--r-- 1 mkoeppe staff 17070 Mar 26 20:41 configure.ac ... lrwxr-xr-x 1 mkoeppe staff 103 Mar 26 20:45 logs -> .tox/local-direct/log drwxr-xr-x 24 mkoeppe staff 768 Mar 26 20:45 m4 lrwxr-xr-x 1 mkoeppe staff 105 Mar 26 20:45 prefix -> .tox/local-direct/local -rwxr-xr-x 1 mkoeppe staff 4868 Mar 26 20:34 sage drwxr-xr-x 16 mkoeppe staff 512 Mar 26 20:46 src -rw-r--r-- 1 mkoeppe staff 13478 Mar 26 20:41 tox.ini drwxr-xr-x 4 mkoeppe staff 128 Mar 26 20:46 upstream There is no ``local`` subdirectory. This is part of a strategy to keep the source tree clean to the extent possible. In particular: - ``tox`` configured the build to use a separate ``$SAGE_LOCAL`` hierarchy in a directory under the tox environment directory ``.tox/local-direct``. It created a symbolic link ``prefix`` that points there, for convenience:: [mkoeppe@sage worktree-local]$ ls -l prefix/lib/*rat* -rw-r--r-- 1 mkoeppe staff 165968 Mar 26 20:46 prefix/lib/libratpoints.a - Likewise, it created a separate ``logs`` directory, again under the tox environment directory, and a symbolic link. This makes it possible for advanced users to test several ``local`` tox environments (such as ``local-direct``) out of one worktree. However, because a build still writes configuration scripts and build artefacts (such as ``config.status``) into the worktree, only one ``local`` build can run at a time in a given worktree. The tox environment directory will be reused for the next ``tox`` run, which will therefore do an incremental build. To start a fresh build, you can use the ``-r`` option. Automatic build testing on the host OS with best-effort isolation using tox -e local ------------------------------------------------------------------------------------ ``tox -e local`` (without ``-direct``) attempts a best-effort isolation from the user's environment as follows: - All environment variables are set to standard values; with the exception of ``MAKE`` and ``EXTRA_CONFIGURE_ARGS``. In particular, ``PATH`` is set to just ``/usr/bin:/bin:/usr/sbin:/sbin``; it does not include ``/usr/local/bin``. Note, however, that various packages have build scripts that use ``/usr/local`` or other popular file system locations such as ``/opt/sfw/``. Therefore, the isolation is not complete. Using ``/usr/local`` is considered standard behavior. On the other hand, we consider a package build script that inspects other file system locations to be a bug of the Sage distribution, which should be reported and fixed on a ticket. Automatic build testing on macOS with a best-effort isolated installation of Homebrew ------------------------------------------------------------------------------------- XCode on macOS does not provide the prerequisites for bootstrapping the Sage distribution. A good way to install them is using the Homebrew package manager. In fact, Sage provides a tox environment that automatically installs an isolated copy of Homebrew with all prerequisites for bootstrapping:: [mkoeppe@sage worktree-local]$ tox -e local-homebrew-macos-minimal -- lrslib local-homebrew-macos-minimal create: .../worktree-local/.tox/local-homebrew-macos-minimal local-homebrew-macos-minimal run-test-pre: PYTHONHASHSEED='4246149402' ... Initialized empty Git repository in .../worktree-local/.tox/local-homebrew-macos-minimal/homebrew/.git/ ... Tapped 2 commands and 4942 formulae (5,205 files, 310.7MB). ==> Downloading https://ftp.gnu.org/gnu/gettext/gettext-0.20.1.tar.xz ... ==> Pouring autoconf-2.69.catalina.bottle.4.tar.gz ... ==> Pouring pkg-config-0.29.2.catalina.bottle.1.tar.gz .../worktree-local/.tox/local-homebrew-macos-minimal/homebrew/Cellar/pkg-config/0.29.2: 11 files, 623.4KB ==> Caveats ==> gettext gettext is keg-only, which means it was not symlinked into .../worktree-local/.tox/local-homebrew-macos-minimal/homebrew, because macOS provides the BSD gettext library & some software gets confused if both are in the library path. If you need to have gettext first in your PATH run: echo 'export PATH=".../worktree-local/.tox/local-homebrew-macos-minimal/homebrew/opt/gettext/bin:$PATH"' >> ~/.bash_profile For compilers to find gettext you may need to set: export LDFLAGS="-L.../worktree-local/.tox/local-homebrew-macos-minimal/homebrew/opt/gettext/lib" export CPPFLAGS="-I.../worktree-local/.tox/local-homebrew-macos-minimal/homebrew/opt/gettext/include" ... local-homebrew-macos-minimal run-test: commands[0] | bash -c 'export PATH=.../worktree-local/.tox/local-homebrew-macos-minimal/homebrew/bin:/usr/bin:/bin:/usr/sbin:/sbin && . .homebrew-build-env && ./bootstrap && ./configure --prefix=.../worktree-local/.tox/local-homebrew-macos-minimal/local && make -k V=0 ... lrslib' ... bootstrap:69: installing 'config/config.rpath' ... checking for a BSD-compatible install... /usr/bin/install -c checking whether build environment is sane... yes ... configure: notice: the following SPKGs did not find equivalent system packages: cbc cliquer ... tachyon xz zeromq checking for the package system in use... homebrew configure: hint: installing the following system packages is recommended and may avoid building some of the above SPKGs from source: configure: $ brew install cmake gcc gsl mpfi ninja openblas gpatch r readline xz zeromq ... sage-logger -p 'sage-spkg -y -o lrslib-062+autotools-2017-03-03.p1' '.../worktree-local/logs/pkgs/lrslib-062+autotools-2017-03-03.p1.log' [lrslib-062+autotools-2017-03-03.p1] installing. Log file: .../worktree-local/logs/pkgs/lrslib-062+autotools-2017-03-03.p1.log [lrslib-062+autotools-2017-03-03.p1] successfully installed. ... local-homebrew-macos-minimal: commands succeeded congratulations :) The tox environment uses the subdirectory ``homebrew`` of the environment directory ``.tox/local-homebrew-macos-minimal`` as the Homebrew prefix. This installation does not interact in any way with a Homebrew installation in ``/usr/local`` that you may have. The test script sets the ``PATH`` to the ``bin`` directory of the Homebrew prefix, followed by ``/usr/bin:/bin:/usr/sbin:/sbin``. It then uses the script :sage_root:`.homebrew-build-env` to set environment variables so that Sage's build scripts will find "keg-only" packages such as ``gettext``. The ``local-homebrew-macos-minimal`` environment does not install Homebrew's ``python3`` package. It uses XCode's ``/usr/bin/python3`` as system python. However, because various packages are missing that Sage considers as dependencies, Sage builds its own copy of these packages and of ``python3``. The ``local-homebrew-macos-standard`` environment additionally installs (in its separate isolated copy of Homebrew) all Homebrew packages known to Sage for which the ``spkg-configure.m4`` mechanism is implemented; this is similar to the ``docker-standard`` tox environments described earlier. In particular it installs and uses Homebrew's ``python3`` package. By using configuration factors, more variants can be tested. The ``local-homebrew-macos-standard-python3_xcode`` environment installs the same packages, but uses XCode's ``/usr/bin/python3``. The ``local-homebrew-macos-standard-python3_pythonorg`` expects an installation of Python 3.10 in ``/Library/Frameworks/Python.framework``; this is where the binary packages provided by python.org install themselves. Automatic build testing with a best-effort isolated installation of Conda ------------------------------------------------------------------------- Sage provides environments ``local-conda-forge-standard`` and ``local-conda-forge-minimal`` that create isolated installations of Miniconda in the subdirectory ``conda`` of the environment directory. They do not interact in any way with other installations of Anaconda or Miniconda that you may have on your system. The environments use the conda-forge channel and use the ``python`` package and the compilers from this channel. Options for build testing with the local technology --------------------------------------------------- The environments using the ``local`` technology can be customized by setting environment variables. - If ``SKIP_SYSTEM_PKG_INSTALL`` is set to ``1`` (or ``yes``), then all steps of installing system packages are skipped in this run. When reusing a previously created tox environment, this option can save time and also give developers more control for experiments with system packages. - If ``SKIP_BOOTSTRAP`` is set to ``1`` (or ``yes``), then the bootstrapping phase is skipped. When reusing a previously created tox environment, this option can save time. - If ``SKIP_CONFIGURE`` is set to ``1`` (or ``yes``), then the ``configure`` script is not run explicitly. When reusing a previously created tox environment, this option can save time. (The ``Makefile`` may still rerun configuration using ``config.status --recheck``.) The ``local`` technology also defines a special target ``bash``: Instead of building anything with ``make``, it just starts an interactive shell. For example, in combination with the above options:: [mkoeppe@sage worktree-local]$ SKIP_SYSTEM_PKG_INSTALL=yes SKIP_BOOTSTRAP=1 SKIP_CONFIGURE=1 tox -e local-homebrew-macos-minimal -- bash Automatic testing on multiple platforms on GitHub Actions ========================================================= The Sage source tree includes a default configuration for GitHub Actions that runs our portability tests on a multitude of platforms on every push of a tag (but not of a branch) to a repository for which GitHub Actions are enabled. In particular, it automatically runs on our main repository sagemath/sage on every release tag. This is defined in the files - :sage_root:`.github/workflows/ci-distro.yml` (which calls :sage_root:`.github/workflows/docker.yml`) and - :sage_root:`.github/workflows/ci-macos.yml`. GitHub Actions runs these build jobs on 2-core machines with 7 GB of RAM memory and 14 GB of SSD disk space, cf. `here <https://help.github.com/en/actions/reference/virtual-environments-for-github-hosted-runners#supported-runners-and-hardware-resources>`_, and has a time limit of 6h per job. This could be just barely enough for a typical ``minimal`` build followed by ``make ptest`` to succeed; for added robustness, we split it into two jobs. Our workflow stores Docker images corresponding to various build phases within these two jobs on `GitHub Packages <https://github.com/features/packages>`_ (ghcr.io). Build logs can be inspected during the run and become available as "artifacts" when all jobs of the workflow have finished. Each job generates one tarball. "Annotations" highlight certain top-level errors or warnings issued during the build. In addition to these automatic runs in our main repository, all Sage developers can run the same tests on GitHub Actions in their personal forks of the Sage repository. To prepare this, `enable GitHub Actions <https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/enabling-features-for-your-repository/managing-github-actions-settings-for-a-repository#managing-github-actions-permissions-for-your-repository>`_ in your fork of the Sage repository. As usual we assume that ``origin`` is the name of the remote corresponding to your GitHub fork of the Sage repository:: $ git remote -v | grep origin origin https://github.com/mkoeppe/sage.git (fetch) origin https://github.com/mkoeppe/sage.git (push) Then the following procedure triggers a run of tests with the default set of system configurations. - Push your branch to ``origin`` (your fork). - Go to the Actions tab of your fork and select the workflow you would like to run, for example "CI Linux". - Click on "Run workflow" above the list of workflow runs and select your branch as the branch on which the workflow will run. For more information, see the `GitHub documentation <https://docs.github.com/en/free-pro-team@latest/actions/managing-workflow-runs/manually-running-a-workflow>`_. Alternatively, you can trigger a run of tests by creating and pushing a custom tag as follows. - Create a ("lightweight", not "annotated") tag with an arbitrary name, say ``ci`` (for "Continuous Integration"):: git tag -f ci - Then push the tag to your GitHub repository:: git push -f origin ci (In both commands, the "force" option (``-f``) allows overwriting a previous tag of that name.) Either way, when the workflow has been triggered, you can inspect it by using the workflow status page in the "Actions" tab of your repository. Here is how to read it. Each of the items in the left pane represents a full build of Sage on a particular system configuration. A test item in the left pane is marked with a green checkmark in the left pane if ``make build doc-html`` finished without error. (It also runs package testsuites and the Sage doctests but failures in these are not reflected in the left pane; see below.) The right pane ("Artifacts") offers archives of the logs for download. Scrolling down in the right pane shows "Annotations": * Red "check failure" annotations appear for each log file that contains a build error. For example, you might see:: docker (fedora-28, standard) artifacts/logs-commit-8ca1c2df8f1fb4c6d54b44b34b4d8320ebecb164-tox-docker-fedora-28-standard/logs/pkgs/sagetex-3.4.log#L1 ==== ERROR IN LOG FILE artifacts/logs-commit-8ca1c2df8f1fb4c6d54b44b34b4d8320ebecb164-tox-docker-fedora-28-standard/logs/pkgs/sagetex-3.4.log ==== * Yellow "check warning" annotations. There are 2 types of these: a) Package testsuite or Sage doctest failures, like the following:: docker (fedora-30, standard) artifacts/logs-commit-8ca1c2df8f1fb4c6d54b44b34b4d8320ebecb164-tox-docker-fedora-30-standard/logs/ptest.log#L1 ==== TESTSUITE FAILURE IN LOG FILE artifacts/logs-commit-8ca1c2df8f1fb4c6d54b44b34b4d8320ebecb164-tox-docker-fedora-30-standard/logs/ptest.log ==== b) Notices from ./configure about not finding equivalent system packages, like the following:: docker (fedora-31, standard) artifacts/logs-commit-8ca1c2df8f1fb4c6d54b44b34b4d8320ebecb164-tox-docker-fedora-31-standard/config.log#L1 configure: notice: the following SPKGs did not find equivalent system packages: cbc cddlib cmake eclib ecm fflas_ffpack flint fplll givaro gp Clicking on the annotations does not take you to a very useful place. To view details, click on one of the items in the pane. This changes the right pane to a log viewer. The ``docker`` workflows automatically push images to ``ghcr.io``. You find them in the Packages tab of your GitHub repository. In order to pull them for use on your computer, you need to first generate a Personal Access Token providing the ``read:packages`` scope as follows. Visit https://github.com/settings/tokens/new (this may prompt you for your GitHub password). As "Note", type "Access ghcr.io"; then in "Select scopes", select the checkbox for ``read:packages``. Finally, push the "Generate token" button at the bottom. This will lead to a page showing your token, such as ``de1ec7ab1ec0ffee5ca1dedbaff1ed0ddba11``. Copy this token and paste it to the command line:: $ echo de1ec7ab1ec0ffee5ca1dedbaff1ed0ddba11 | docker login ghcr.io --username YOUR-GITHUB-USERNAME where you replace the token by your token, of course, and ``YOUR-GITHUB-USERNAME`` by your GitHub username. Now you can pull the image and run it:: $ docker pull ghcr.io/YOUR-GITHUB-USERNAME/sage/sage-fedora-31-standard-configured:f4bd671 $ docker run -it ghcr.io/YOUR-GITHUB-USERNAME/sage/sage-fedora-31-standard-configured:f4bd671 bash Using our pre-built Docker images published on ghcr.io ====================================================== Our portability CI on GitHub Actions builds `Docker images <https://github.com/orgs/sagemath/packages?tab=packages&q=with-targets-optional>`_ for all tested Linux platforms (and system package configurations) and makes them available on `GitHub Packages <https://github.com/features/packages>`_ (ghcr.io). This makes it easy for developers to debug problems that showed up in the build logs for a given platform. These images are not intended for production deployment. The image version corresponding to the latest development release receives the additional Docker tag ``dev``, see for example the Docker image for the platform `ubuntu-focal-standard <https://github.com/sagemath/sage/pkgs/container/sage%2Fsage-ubuntu-focal-standard-with-targets-optional>`_. Thus, for example, the following command will work:: $ docker run -it ghcr.io/sagemath/sage/sage-ubuntu-focal-standard-with-targets-optional:dev bash Unable to find image 'ghcr.io/sagemath/sage/sage-ubuntu-focal-standard-with-targets-optional:dev' locally dev: Pulling from sagemath/sage/sage-ubuntu-focal-standard-with-targets-optional d5fd17ec1767: Already exists 67586203f0c7: Pull complete b63c529f4777: Pull complete ... 159775d1a3d2: Pull complete Digest: sha256:e6ba5e12f59c6c4668692ef4cfe4ae5f242556482664fb347bf260f32bf8e698 Status: Downloaded newer image for ghcr.io/sagemath/sage/sage-ubuntu-focal-standard-with-targets-optional:dev root@8055a7ba0607:/sage# ./sage ┌────────────────────────────────────────────────────────────────────┐ │ SageMath version 9.6, Release Date: 2022-05-15 │ │ Using Python 3.8.10. Type "help()" for help. │ └────────────────────────────────────────────────────────────────────┘ sage: Images whose names end with the suffix ``-with-targets-optional`` are the results of full builds and a run of ``make ptest``. They also contain a copy of the source tree and the full logs of the build and test. Also `smaller images corresponding to earlier build stages <https://github.com/orgs/sagemath/packages?tab=packages&q=sage-debian-bullseye-standard>`_ are available: * ``-with-system-packages`` provides a system installation with system packages installed, no source tree, * ``-configured`` contains a partial source tree (:envvar:`SAGE_ROOT`) and has completed the bootstrapping phase and the run of the ``configure`` script, * ``-with-targets-pre`` contains a partial source tree (:envvar:`SAGE_ROOT`) and a full installation of all non-Python packages (:envvar:`SAGE_LOCAL`), * ``-with-targets`` contains the full source tree and a full installation of Sage, including the HTML documentation, but ``make ptest`` has not been run yet. Note that some of these images are outdated due to build errors. Moreover, standard and minimal images are discontinued. .. only:: html .. include:: portability_platform_table.rst Using our pre-built Docker images for development in VS Code ============================================================ `VS Code <https://code.visualstudio.com/>`_ is very convenient for developing with Docker containers thanks to the `Visual Studio Code Dev Containers <https://code.visualstudio.com/docs/devcontainers/containers>`_ extension. If the extension is not already installed, then in VS Code, click the "Extension" icon on the left (or press :kbd:`Ctrl` + :kbd:`Shift` + :kbd:`X`; on macOS, :kbd:`Command` + :kbd:`Shift` + :kbd:`X`) to open a list of extensions. Search for "Dev Containers" and install it. The extension needs a ``devcontainer.json`` configuration file to work. Sage provides sample ``devcontainer.json`` configuration files `$SAGE_ROOT/.devcontainer/*/devcontainer.json <https://github.com/sagemath/sage/tree/develop/.devcontainer/>`_ for this purpose. If you open the sage folder in VS Code, it may prompt you whether you would like to open the current directory in the dev container (yes). If it does not, use the command palette (:kbd:`Ctrl` + :kbd:`Shift` + :kbd:`P`), enter the command "Dev Containers: Reopen Folder in Container" , and hit :kbd:`Enter`. If the above ``code .`` command does not work, start VS Code as a regular application, then in the command palette of VS Code, enter "Dev Containers: Open Folder in Container", and hit :kbd:`Enter`, and choose the directory ``$SAGE_ROOT`` of your local Sage repository. VS Code then prompts you to choose a dev container configuration. For example, choose "ubuntu-jammy-standard" `.devcontainer/portability-ubuntu-jammy-standard/devcontainer.json <https://github.com/sagemath/sage/tree/develop/.devcontainer/portability-ubuntu-jammy-standard/devcontainer.json>`_, which uses the Docker image based on ``ubuntu-jammy-standard``, the most recent development version of Sage (``dev`` tag), and a full installation of the Sage distribution (``with-targets``). Other dev container configurations are described below. Once VS Code starts configuring the dev container, by clicking on "show log", you can see what it does: - It pulls the prebuilt image from ghcr.io (via :sage_root:`.devcontainer/portability-Dockerfile`); note that these are multi-gigabyte images, so it may take a while. - As part of the "onCreateCommand", it installs additional system packages to support VS Code and for development. - Then, as part of the "updateContentCommand", it bootstraps and configures the source tree and starts to build Sage from source, reusing the installation (:envvar:`SAGE_LOCAL`, :envvar:`SAGE_VENV`) from the prebuilt image. After VS Code finished configuring the dev container (when the message "Done. Press any key to close the terminal." appears in the terminal named "Configuring"), your local Sage repository at ``$SAGE_ROOT`` is available in the container at the directory ``/workspaces/<repository name>``. To use Sage in a terminal, `open a new terminal in VS Code <https://code.visualstudio.com/docs/terminal/basics>`_, type ``./sage`` and hit :kbd:`Enter`. .. NOTE:: Your Sage at ``$SAGE_ROOT`` was configured and rebuilt inside the dev container. In particular, ``$SAGE_ROOT/venv``, ``$SAGE_ROOT/prefix``, and (possibly) ``$SAGE_ROOT/logs`` will be symbolic links that work inside the dev container, but not in your local file system; and also the script ``$SAGE_ROOT/sage`` will not work. Hence after working with the dev container, you will want to remove ``logs`` if it is a symbolic link, and rerun the ``configure`` script. The Sage source tree contains premade configuration files for all platforms for which our portability CI builds Docker images, both in the ``minimal`` and ``standard`` system package configurations. The configuration files can be generated using the command ``tox -e update_docker_platforms`` (see :sage_root:`tox.ini` for environment variables that take effect). You can edit a copy of the configuration file to change to a different platform, another version, or build stage. After editing the configuration file, run "Dev Containers: Rebuild Container" from the command palette. See the `VS Code devcontainer.json reference <https://code.visualstudio.com/docs/remote/devcontainerjson-reference>`_ and the `GitHub introduction to dev containers <https://docs.github.com/en/enterprise-cloud@latest/codespaces/setting-up-your-project-for-codespaces/introduction-to-dev-containers>`_ for more information. In addition to the ``$SAGE_ROOT/.devcontainer/portability-.../devcontainer.json`` files, Sage also provides several other sample ``devcontainer.json`` configuration files in the directory :sage_root:`.devcontainer`. Files named ``$SAGE_ROOT/.devcontainer/develop-.../devcontainer.json`` configure containers from a public Docker image that provides SageMath and then updates the installation of SageMath in this container by building from the current source tree. - `develop-docker-computop/devcontainer.json <https://github.com/sagemath/sage/tree/develop/.devcontainer/develop-docker-computop/devcontainer.json>`_ configures a container with the `Docker image from the 3-manifolds project <https://hub.docker.com/r/computop/sage/>`_, providing SnapPy, Regina, PHCPack, etc. After VS Code finished configuring the dev container, to use Sage in a terminal, `open a new terminal in VS Code <https://code.visualstudio.com/docs/terminal/basics>`_, type ``./sage`` and hit :kbd:`Enter`. Files named ``$SAGE_ROOT/.devcontainer/downstream-.../devcontainer.json`` configure containers with an installation of downstream packages providing SageMath from a package manager (``downstream-archlinux-...``, ``downstream-conda-forge``; see also `the _sagemath dummy package <../reference/spkg/_sagemath.html>`_), or from a public Docker image that provides SageMath (``docker-cocalc``, ``docker-computop``). These ``devcontainer.json`` configuration files are useful for testing user scripts on these deployments of SageMath. You may also find it useful to copy these configurations into your own projects (they should work without change) or to adapt them to your needs. - `downstream-archlinux-latest/devcontainer.json <https://github.com/sagemath/sage/tree/develop/.devcontainer/downstream-archlinux-latest/devcontainer.json>`_ configures a container with an installation of `Arch Linux <https://archlinux.org/>`_ and its SageMath package. (The suffix ``latest`` indicates the most recent version of Arch Linux as available on Docker Hub.) - `downstream-conda-forge-latest/devcontainer.json <https://github.com/sagemath/sage/tree/develop/.devcontainer/downstream-conda-forge-latest/devcontainer.json>`_ configures a container with an installation of conda-forge and its SageMath package. - `downstream-docker-cocalc/devcontainer.json <https://github.com/sagemath/sage/tree/develop/.devcontainer/downstream-docker-cocalc/devcontainer.json>`_ configures a container with `the CoCalc Docker image <https://doc.cocalc.com/docker-image.html>`_. - `downstream-docker-computop/devcontainer.json <https://github.com/sagemath/sage/tree/develop/.devcontainer/develop-docker-computop/devcontainer.json>`_ configures a container with the `Docker image from the 3-manifolds project <https://hub.docker.com/r/computop/sage/>`_, providing SnapPy, Regina, PHCPack, etc. After VS Code finished configuring the dev container, to use Sage in a terminal, `open a new terminal in VS Code <https://code.visualstudio.com/docs/terminal/basics>`_, type ``sage`` and hit :kbd:`Enter`. (Do not use ``./sage``; this will not work because the source tree is not configured.)