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Co-authored-by: Elizabeth Fischer <[email protected]>
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.. _environments: | ||
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Environments | ||
============ | ||
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An environment is used to group together a set of specs for the | ||
purpose of building, rebuilding and deploying in a coherent fashion. | ||
Environments provide a number of advantages over the the a la carte | ||
approach of building and loading individual Spack modules: | ||
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#. Environments eliminate the non-determinism encountered when | ||
installing packages and then loading what was just created. | ||
Consider the following sequence: | ||
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.. code-block:: console | ||
$ spack install mypackage | ||
$ spack load mypackage | ||
Sometime later, somebody else installs an earlier version of ``mypackage``: | ||
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.. code-block:: console | ||
$ spack install [email protected] | ||
Now the ``spack load mypackage`` command will fail because more | ||
than one version of ``mypackage`` is installed. Thus, ``spack | ||
load`` is non-deterministic, and not a reliable way to load | ||
specific sets of modules one wishes to build and load. | ||
Environments solve this problem by creating a localized context | ||
that is immune to what other versions of packages might be | ||
installed in the global Spack prefix. | ||
#. Environments separate the steps of (a) choosing what to | ||
install, (b) concretizing, and (c) installing. This allows | ||
Environments to remain stable and repeatable, even if Spack packages | ||
are upgraded: specs are only re-concretized when the user | ||
explicitly asks for it. It should even be possible to reliably | ||
transport environments between different computers running | ||
different versions of Spack! | ||
#. Since re-concretization only occurs at controlled times, the | ||
Environment equivalent of many Spack commands are far faster. For | ||
example, ``spack env <env> list -Ilr`` vs. ``spack spec``. | ||
#. Environments allow several specs to be built at once; a more robust | ||
solution than ad-hoc scripts making multiple calls to ``spack | ||
install``. | ||
#. An Environment that is built as a whole can be loaded as a whole. | ||
Spack can generate a script of ``module load`` commands that load | ||
the appropraite environment. And that script will work, without | ||
running Spack, as long as the underlying modules remain installed. | ||
A fast-running ``spack env <env> load`` command would also be | ||
possible. | ||
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Other packaging systems also provide environments that are similar in | ||
some ways to Spack environments; for example, `Conda environments | ||
<https://conda.io/docs/user-guide/tasks/manage-environments.html>`_ or | ||
`Python Virtual Environments | ||
<https://docs.python.org/3/tutorial/venv.html>`_. Spack environments | ||
some distinctive features: | ||
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#. A spec installed "in" an environment is no different form the same | ||
spec installed anywhere else in Spack. Environments are assembled | ||
simply by collecting together a set of specs. Environments are | ||
loaded by generating a set of ``module load`` commands. (In the | ||
future, environments can also be assembled into a single tree using | ||
techniques from ``spack view``.) | ||
#. Spack Environments may contain more than one version of the same | ||
package; but only a single module for a package may be loaded. | ||
Modules that occur in earlier specs listed in an environment take | ||
precedence over modules that occur later. | ||
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Using Environments | ||
------------------ | ||
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Here we follow a typical use case of creating, concretizing, | ||
installing and loading an environment. | ||
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.. note:: | ||
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Environments are currently in Beta. We expect the user interface | ||
to change. Future changes might also break existing environment | ||
files, particularly ``environment.json``. | ||
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Creating an Environment | ||
^^^^^^^^^^^^^^^^^^^^^^^ | ||
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An environment is created by: | ||
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.. code-block:: console | ||
$ spack env myenv create | ||
Spack then creates the following files: | ||
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* The directory ``var/spack/environments/myenv``. This is the public | ||
part of the environment. | ||
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.. note:: | ||
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All environments are stored in the ``var/spack/environments`` folder. | ||
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The following files may be added to this directory by the user or | ||
Spack: | ||
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* ``env.yaml``: Addition environment specification and configuration | ||
* ``loads``: A script of ``module load`` commands, generated by | ||
``spack env myenv loads``, which the user may source to use the | ||
built environment. | ||
* ``logs/``: Symbolic links to build logs for specs that are part of | ||
the environment. | ||
* Anything else the user wishes to put in this directory! | ||
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* The directory ``var/spack/environments/myenv/.env``. This directory | ||
is "owned" by Spack, and may be rewritten from time to time. The | ||
user should not put anything in it. It contains: | ||
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* ``environment.json``: Concretized specs for the environment. | ||
* ``repo/``: A repo consisting of the Spack packages used in this | ||
environment. This allows the environment to build the same, in | ||
theory, even on different verions of Spack with different | ||
packages! | ||
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Adding User Specs | ||
^^^^^^^^^^^^^^^^^ | ||
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Once an environment is created, it is time to add some user specs. A | ||
*user spec* is simply a spec typed by the user; for example, what one | ||
would type as part of ``spack install``. An environment can consist | ||
of as many user specs as one likes, and the specs can contain | ||
conflicting versions of packages. For example: | ||
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.. code-block:: console | ||
$ spack env myenv add mpileaks | ||
$ spack env myenv add python | ||
Concretizing | ||
^^^^^^^^^^^^ | ||
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Once some user specs have been added to an environment, they can be | ||
concretized. The following command will concretize all user specs | ||
that have been added and not yet concretized: | ||
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.. code-block:: console | ||
$ spack env myenv concretize | ||
This command will re-concretize all specs: | ||
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.. code-block:: console | ||
$ spack env myenv concretize | ||
Re-concretizing can be useful if packages have changed and one wishes | ||
them to take effect in an environment; however it can lead to | ||
additional re-building of packages. | ||
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Listing | ||
^^^^^^^ | ||
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The ``spack env <env> concretize`` command reports on its results. | ||
This report can be repeated at any time with: | ||
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.. code-block:: console | ||
$ spack env myenv list -Ilr | ||
This version of the command reports on hashes and install status of | ||
all the specs in an environment. See ``spack env myenv list -h`` for | ||
customization options. | ||
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Installing | ||
^^^^^^^^^^ | ||
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Once an environment has been concretized, it can be installed. One | ||
can think of this as running ``spack install`` on every concretized | ||
spec in the environment: | ||
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.. code-block:: console | ||
$ spack env myenv install | ||
As it installs, ``spack env <env> install`` creates symbolic links in | ||
the ``logs/`` directory in the environment, allowing for easy | ||
inspection of build logs related to that environment. | ||
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Loading | ||
^^^^^^^ | ||
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Once an environment has been installed, the following creates a load script for it: | ||
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.. code-block:: console | ||
$ spack env myenv loads -r | ||
This creates a file called ``loads`` in the environment directory. | ||
Sourcing that file in Bash will make the environment available to the | ||
user; and can be included in ``.bashrc`` files, etc. The ``loads`` | ||
file may also be copied out of the environment, renamed, etc. | ||
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Environment Configs | ||
------------------- | ||
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A variety of Spack behaviors are changed through Spack configs. Many | ||
Spack users use a ``~/.spack/packages.yaml`` file to customize or | ||
otherwise direct the behavior of the concretizer; for example, to | ||
choose a specific version of a package, or to use an external package. | ||
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Spack environments can use a config as well; the user just has to | ||
create a ``config/`` sub-directory in the environment, and then add | ||
configuration files to it (eg: ``packages.yaml``). For example, the | ||
following ``config/packages.yaml`` file will direct the concretizer to | ||
use ``[email protected]`` in an environment: | ||
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.. code-block:: yaml | ||
packages: | ||
python: | ||
version: [3.5.2] | ||
An environment's config will be loaded last; and will have precedence | ||
over all other configs loaded by Spack; for example, the config files | ||
in ``~/.spack``. | ||
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env.yaml | ||
-------- | ||
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Further customization is also possible through a user-created | ||
``env.yaml`` file in the environment's directory. This currently | ||
allows for two further features: | ||
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#. Loading (stacking) more than one config; or loading them from | ||
locations outside the environment. | ||
#. Recording a list of user specs to be part of the environment. | ||
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An example ``env.yaml`` file: | ||
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.. code-block:: yaml | ||
env: | ||
configs: | ||
- '{HOME}/spscopes/centos7' # Lowest precedence | ||
- '{HOME}/spscopes/gissversions' | ||
- '{HOME}/spscopes/twoway' | ||
- '{HOME}/spscopes/develop' | ||
- config # Highest precedence | ||
specs: | ||
ncview: # Highest precedence | ||
netcdf: | ||
nco: # Lowest precedence | ||
py-sphinx: | ||
.. note:: | ||
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#. If ``env.yaml`` exists, then Spack will no longer automatically | ||
load from the default environment ``config/`` directory. This is a | ||
bug. To enable the default behavior, use the following in | ||
``env.yaml``: | ||
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.. code-block:: yaml | ||
env: | ||
configs: | ||
- config | ||
#. The effect of configs on concretization can be tested using the | ||
``spack env <env> spec`` command. | ||
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#. As shown above, the syntax ``{X}`` in config paths will | ||
substitute the system environent variable named ``X``. This | ||
allows configs to be referenced either relative to the | ||
environment directory, or somewhere else on the filesystem. | ||
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Loading Specs from env.yaml | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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If a list of user specs is included in ``env.yaml``, it can be added | ||
to the environment as follows: | ||
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.. code-block:: console | ||
$ spack env myenv add --all | ||
This is equivalent to a series of ``spack env myenv add`` calls. | ||
Similarly, all user specs may be removed from the environment with: | ||
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.. code-block:: console | ||
$ spack env myenv remove --all | ||
In this way, the list of user specs associated with an environment can | ||
be kept in the environment; rather than in a separate script | ||
elsewhere. | ||
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Initializing an Environment from a Template | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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When creating an environment with ``spack env <env> create`` a user can | ||
provide a template file with the ``--init-file`` option which will | ||
add a set of pre-specified specs and initialize the environment's | ||
configuration. The file has the following format: | ||
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.. code-block:: yaml | ||
user_specs: | ||
- python | ||
- mpileaks | ||
packages: | ||
... | ||
compilers: | ||
... | ||
Each of the configuration sections (after ``user_specs``) will be | ||
extracted into a corresponding configuration file in the environment; | ||
Spack will not make further edits to the environment configuration. |
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