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  • Build a module tool
  • Add a new compiler
  • Build the software that will be used in the tutorial
  • What are Module Files?
    • Module Systems
      • Environment Modules
      • How does Spack generate module files?
      • Modules vs spack load
      • Non-hierarchical Module Files
        • Filter unwanted modifications to the environment
        • Prevent some module files from being generated
        • Change module file naming
        • Add custom environment modifications
        • Autoload dependencies
        • Hierarchical Module Files
          • Core/Compiler/MPI
          • Add LAPACK to the hierarchy
          • Working with Templates
            • Module file templates
            • Extend the default templates
            • Restore settings for future sections
            • Tutorial setup

              If you have not done the prior sections, you’ll need to start the docker image:

              docker run -it ghcr.io/spack/tutorial:hpcic24
              

              and then set Spack up like this:

              git clone --depth=100 --branch=releases/v0.22 https://github.com/spack/spack
              . spack/share/spack/setup-env.sh
              spack tutorial -y
              spack bootstrap now
              spack compiler find
              

              See the Basic Installation Tutorial for full details on setup. For more help, join us in the #tutorial channel on Slack – get an invitation at slack.spack.io

              Module Files Tutorial

              This tutorial illustrates how Spack can be used to generate module files for the software that has been installed. Both hierarchical and non-hierarchical deployments will be discussed in details and we will show how to customize the content and naming of each module file.

              At the end of the tutorial readers should have a clear understanding of:

            • What module files are and how they are used on HPC clusters

            • How Spack generates module files for the software it installs

            • Which Spack commands can be used to manage module files

            • How module files generated by Spack can be customized

            • and be confident that Spack can deal with all of the common use cases that occur when maintaining software installations on HPC clusters.

              Setup for the Tutorial

              To prepare for this tutorial we are going to install a small but representative set of software that includes different configurations of the same packages and some external packages. To keep the installations manageable, let’s start by uninstalling everything from earlier in the tutorial:

              $ spack uninstall -ay
              

              and by enabling tcl module files, which are disabled by default since Spack v0.20:

              $ spack config add "modules:default:enable:[tcl]"
              

              Build a module tool

              The first thing that we need is the module tool itself. In the tutorial we will use lmod because it can work with both hierarchical and non-hierarchical layouts.

              $ spack install lmod
              

              Once the module tool is installed we need to have it available in the current shell. Installation directories in Spack’s store are definitely not easy to remember, but they can be retrieved with the spack location command:

              $ . $(spack location -i lmod)/lmod/lmod/init/bash
              

              Now we can re-source the setup file and Spack modules will be put in our module path.

              $ . spack/share/spack/setup-env.sh
              

              Add a new compiler

              The second step is to build a recent compiler. On first use, Spack scans the environment and automatically locates the compiler(s) already available on the system. For this tutorial, however, we want to use [email protected].

              $ spack install [email protected]
              

              You can get this in your environment using spack load [email protected]:

              $ spack load gcc@12
              $ which gcc
              /home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/gcc
              

              Now, gcc is in your PATH. You can add it to the list of compilers with spack compiler add:

              $ spack compiler add
              ==> Added 1 new compiler to /home/spack/.spack/linux/compilers.yaml
                  [email protected]
              ==> Compilers are defined in the following files:
                  /home/spack/.spack/linux/compilers.yaml
              

              To check which compilers are available you can use spack compiler list:

              $ spack compiler list
              ==> Available compilers
              -- clang ubuntu22.04-x86_64 -------------------------------------
              [email protected]
              -- gcc ubuntu22.04-x86_64 ---------------------------------------
              [email protected]  [email protected]	[email protected]
              

              Finally, when you confirmed [email protected] is properly registered, clean the environment with spack unload:

              $ spack unload --all
              

              Build the software that will be used in the tutorial

              Finally, we will use Spack to install the packages used in the examples:

              $ spack install netlib-scalapack ^openmpi ^openblas
              $ spack install netlib-scalapack ^mpich ^openblas
              $ spack install netlib-scalapack ^openmpi ^netlib-lapack
              $ spack install netlib-scalapack ^mpich ^netlib-lapack
              $ spack install py-scipy ^openblas
              

              What are Module Files?

              Module files are an easy way to modify your environment in a controlled manner during a shell session. In general, they contain the information needed to run an application or use a library. The module command is used to interpret and execute module files. For example, module show tells you what a module will do when loaded:

              $ module show gcc
              ------------------------------------------------------------------------------------------
                 /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3/gcc/12.3.0-gcc-11.4.0-chmemdi:
              ------------------------------------------------------------------------------------------
              whatis("The GNU Compiler Collection includes front ends for C, C++, Objective-C, Fortran, Ada, and Go, as well as libraries for these languages.")
              depends_on("gmp/6.2.1-gcc-11.4.0-2fyiqrp")
              depends_on("mpc/1.3.1-gcc-11.4.0-jueol5k")
              depends_on("mpfr/4.2.0-gcc-11.4.0-qpadvjw")
              depends_on("zlib-ng/2.1.4-gcc-11.4.0-5xcetrv")
              depends_on("zstd/1.5.5-gcc-11.4.0-jkznmrm")
              prepend_path("PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin")
              prepend_path("MANPATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/share/man")
              prepend_path("CMAKE_PREFIX_PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/.")
              setenv("CC","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/gcc")
              setenv("CXX","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/g++")
              setenv("FC","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/gfortran")
              setenv("F77","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/gfortran")
              append_path("MANPATH","")
              help([[Name   : gcc
              Version: 12.3.0
              Target : x86_64_v3
              The GNU Compiler Collection includes front ends for C, C++, Objective-C,
              Fortran, Ada, and Go, as well as libraries for these languages.
              

              module load will execute all of the changes shown above:

              $ which gcc
              /usr/bin/gcc
              $ module load gcc
              $ which gcc
              /home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/gcc
              

              and to undo the modifications, you can use module unload:

              $ module unload gcc
              $ which gcc
              /usr/bin/gcc
              

              Module Systems

              There are two main module systems used in HPC, both installable by Spack. In this tutorial we will be working with lmod and be showing examples with both Tcl and Lua.

              Environment Modules

              This is the original modules tool. It can be installed with Spack using the following command:

              $ 
              
              
              
              
                  
              spack install environment-modules
              

              It was first coded in C in the early 1990s and was later rewritten entirely in Tcl. Long stagnant, the project has been revived in the past few years by Xavier Delaruelle at CEA, and it is now very actively developed. For further details we refer to its documentation.

              Lmod

              Lmod is a module system written in Lua, originally created at the “Texas Advanced Computing Center” (TACC) by Robert McLay. You can get it with:

              $ spack install lmod
              

              as shown in the Setup for the Tutorial section. It is a drop-in replacement for Environment Modules, and it works with both Tcl and Lua module files. It is fully compatible with Environment Modules, but it also has many distinguishing features of its own. The main one is the module hierarchy, which simplifies the module UI by only showing modules built with the currently loaded compiler and/or MPI. There are also some unique safety features.

              How does Spack generate module files?

              Before we dive into the hands-on sections it’s worth explaining how module files are generated by Spack. The following diagram provides a high-level view of the process:

              Modules in Spack are generated using configuration files (config.yaml and modules.yaml), information from Spack’s package recipes, and Jinja2 templates. Spack comes with Jinja2, an external template engine, so you do not need to install it yourself.

              Modules vs spack load

              You may have noticed that we used spack load in the Setup for the Tutorial section above. This is a built-in mechanism of Spack’s – it’s designed so that users on a cluster or a laptop can quickly get a package into their path, and it understands Spack’s spec syntax. It does not require modules, as Spack needs to work regardless of whether modules are set up on the system.

              As you might expect, you can see what is loaded via spack load using spack find:

              $ spack find --loaded
              -- linux-ubuntu22.04-x86_64_v3 / [email protected] ---------------------
              [email protected]
              ==> 1 loaded package
              

              Because Spack is designed to be run on HPC systems, it also generates a module file for every installed package. This allows users unfamiliar with Spack’s interface to see things through the module system they’re used to. To see this, try:

              $ module avail
              ------------- /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3 --------------
                 autoconf-archive/2023.02.20-gcc-11.4.0-4wbogd6
                 autoconf/2.69-gcc-11.4.0-mnfnoa5
                 automake/1.16.5-gcc-11.4.0-d3cncgl
                 bc/1.07.1-gcc-11.4.0-ra6efl5
                 berkeley-db/18.1.40-gcc-11.4.0-ku7makq
                 bzip2/1.0.8-gcc-11.4.0-4oz3kpf
                 ca-certificates-mozilla/2023-05-30-gcc-11.4.0-ct4al4u
                 curl/8.4.0-gcc-11.4.0-ijsmc3j
                 diffutils/3.9-gcc-11.4.0-ueheij3
                 ed/1.4-gcc-11.4.0-3kggq53
                 gawk/5.2.2-gcc-11.4.0-t4xydm4
                 gcc/12.3.0-gcc-11.4.0-chmemdi
                 gdbm/1.23-gcc-11.4.0-m626hzw
                 gettext/0.22.3-gcc-11.4.0-y26lmlo
                 gmake/4.4.1-gcc-11.4.0-znvoani
                 gmp/6.2.1-gcc-11.4.0-2fyiqrp
                 libiconv/1.17-gcc-11.4.0-ivn4eq4
                 libsigsegv/2.14-gcc-11.4.0-zuopqri
                 libtool/2.4.7-gcc-11.4.0-rgag55h
                 libxml2/2.10.3-gcc-11.4.0-67qoxbv
                 lmod/8.7.18-gcc-11.4.0-y47nb2g
                 lua-luafilesystem/1.8.0-gcc-11.4.0-jw4gyrw
                 lua-luaposix/36.1-gcc-11.4.0-6rkzyvr
                 lua/5.4.4-gcc-11.4.0-paqrr2m
                 m4/1.4.19-gcc-11.4.0-jnv5nut
                 mpc/1.3.1-gcc-11.4.0-jueol5k
                 mpfr/4.2.0-gcc-11.4.0-qpadvjw
                 ncurses/6.4-gcc-11.4.0-qqlh6as
                 nghttp2/1.57.0-gcc-11.4.0-my64owh
                 openssl/3.1.3-gcc-11.4.0-35j7wvr
                 perl/5.38.0-gcc-11.4.0-dg34i2a
                 pigz/2.7-gcc-11.4.0-catlxmo
                 pkgconf/1.9.5-gcc-11.4.0-zjgtpdo
                 readline/8.2-gcc-11.4.0-xxgqlmj
                 tar/1.34-gcc-11.4.0-vdb3ozo
                 tcl/8.6.12-gcc-11.4.0-tt2hv6r
                 texinfo/7.0.3-gcc-11.4.0-km6pqxp
                 unzip/6.0-gcc-11.4.0-uy5dhue
                 xz/5.4.1-gcc-11.4.0-axxqoeq
                 zlib-ng/2.1.4-gcc-11.4.0-5xcetrv
                 zstd/1.5.5-gcc-11.4.0-jkznmrm
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              

              You can module load any of these. By default, Spack generates modules named by package-version-compiler-version-hash, which is a bit hard to read. We’ll show you how to customize this in the following sections.

              Non-hierarchical Module Files

              If you arrived to this point you should have an environment that looks similar to:

              $ module avail
              ------------- /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3 --------------
                 amdblis/4.1-gcc-12.3.0-ywpdccr
                 autoconf-archive/2023.02.20-gcc-11.4.0-4wbogd6
                 autoconf/2.69-gcc-11.4.0-mnfnoa5
                 autoconf/2.69-gcc-12.3.0-kroqjku			 (D)
                 automake/1.16.5-gcc-11.4.0-d3cncgl
                 automake/1.16.5-gcc-12.3.0-dajnwux			 (D)
                 bc/1.07.1-gcc-11.4.0-ra6efl5
                 berkeley-db/18.1.40-gcc-11.4.0-ku7makq
                 berkeley-db/18.1.40-gcc-12.3.0-krlqpve		 (D)
                 bison/3.8.2-gcc-12.3.0-tr45sog
                 bzip2/1.0.8-gcc-11.4.0-4oz3kpf
                 bzip2/1.0.8-gcc-12.3.0-bbwtdnr			 (D)
                 ca-certificates-mozilla/2023-05-30-gcc-11.4.0-ct4al4u
                 ca-certificates-mozilla/2023-05-30-gcc-12.3.0-l7zpjxt (D)
                 cmake/3.27.7-gcc-12.3.0-dukasmm
                 curl/8.4.0-gcc-11.4.0-ijsmc3j
                 curl/8.4.0-gcc-12.3.0-u2ni6an			 (D)
                 diffutils/3.9-gcc-11.4.0-ueheij3
                 diffutils/3.9-gcc-12.3.0-sbfcnap			 (D)
                 ed/1.4-gcc-11.4.0-3kggq53
                 expat/2.5.0-gcc-12.3.0-grrt7ig
                 findutils/4.9.0-gcc-12.3.0-pdopgfr
                 gawk/5.2.2-gcc-11.4.0-t4xydm4
                 gcc/12.3.0-gcc-11.4.0-chmemdi
                 gdbm/1.23-gcc-11.4.0-m626hzw
                 gdbm/1.23-gcc-12.3.0-w66nich				 (D)
                 gettext/0.22.3-gcc-11.4.0-y26lmlo
                 gettext/0.22.3-gcc-12.3.0-y7ty4lo			 (D)
                 gmake/4.4.1-gcc-11.4.0-znvoani
                 gmake/4.4.1-gcc-12.3.0-6qiak7n			 (D)
                 gmp/6.2.1-gcc-11.4.0-2fyiqrp
                 hwloc/2.9.1-gcc-12.3.0-rvotk5a
                 krb5/1.20.1-gcc-12.3.0-5d6b7ng
                 libbsd/0.11.7-gcc-12.3.0-sygavnw
                 libedit/3.1-20210216-gcc-12.3.0-fm2rgwy
                 libevent/2.1.12-gcc-12.3.0-3rudtaf
                 libfabric/1.19.0-gcc-12.3.0-46fsov7
                 libffi/3.4.4-gcc-12.3.0-ecpriyn
                 libiconv/1.17-gcc-11.4.0-ivn4eq4
                 libiconv/1.17-gcc-12.3.0-a34xpad			 (D)
                 libmd/1.0.4-gcc-12.3.0-ivvykht
                 libpciaccess/0.17-gcc-12.3.0-el7pkf4
                 libsigsegv/2.14-gcc-11.4.0-zuopqri
                 libsigsegv/2.14-gcc-12.3.0-46vv5f3			 (D)
                 libtool/2.4.7-gcc-11.4.0-rgag55h
                 libtool/2.4.7-gcc-12.3.0-hvedpuf			 (D)
                 libxcrypt/4.4.35-gcc-12.3.0-guszc5m
                 libxml2/2.10.3-gcc-11.4.0-67qoxbv
                 libxml2/2.10.3-gcc-12.3.0-damyeos			 (D)
                 lmod/8.7.18-gcc-11.4.0-y47nb2g
                 lua-luafilesystem/1.8.0-gcc-11.4.0-jw4gyrw
                 lua-luaposix/36.1-gcc-11.4.0-6rkzyvr
                 lua/5.4.4-gcc-11.4.0-paqrr2m
                 m4/1.4.19-gcc-11.4.0-jnv5nut
                 m4/1.4.19-gcc-12.3.0-oebiztm				 (D)
                 meson/1.2.2-gcc-12.3.0-htbkkj2
                 mpc/1.3.1-gcc-11.4.0-jueol5k
                 mpfr/4.2.0-gcc-11.4.0-qpadvjw
                 mpich/4.1.2-gcc-12.3.0-cxezwh7
                 ncurses/6.4-gcc-11.4.0-qqlh6as
                 ncurses/6.4-gcc-12.3.0-glwymee			 (D)
                 netlib-lapack/3.11.0-gcc-12.3.0-4uab534
                 netlib-scalapack/2.2.0-gcc-12.3.0-f4bc72j
                 netlib-scalapack/2.2.0-gcc-12.3.0-klad7nj
                 netlib-scalapack/2.2.0-gcc-12.3.0-ve3uhz5
                 netlib-scalapack/2.2.0-gcc-12.3.0-3mwyatr		 (D)
                 nghttp2/1.57.0-gcc-11.4.0-my64owh
                 nghttp2/1.57.0-gcc-12.3.0-dvtfejq			 (D)
                 ninja/1.11.1-gcc-12.3.0-qf3fwcn
                 numactl/2.0.14-gcc-12.3.0-iiok6h4
                 openblas/0.3.24-gcc-12.3.0-qoggfi2
                 openmpi/4.1.6-gcc-12.3.0-cndwedm
                 openssh/9.5p1-gcc-12.3.0-6ksmdje
                 openssl/3.1.3-gcc-11.4.0-35j7wvr
                 openssl/3.1.3-gcc-12.3.0-v7jc5lq			 (D)
                 perl/5.38.0-gcc-11.4.0-dg34i2a
                 perl/5.38.0-gcc-12.3.0-hh6v2va			 (D)
                 pigz/2.7-gcc-11.4.0-catlxmo
                 pigz/2.7-gcc-12.3.0-m7r2rmw				 (D)
                 pkgconf/1.9.5-gcc-11.4.0-zjgtpdo
                 pkgconf/1.9.5-gcc-12.3.0-ccpwoda			 (D)
                 pmix/5.0.1-gcc-12.3.0-tmm3jjd
                 py-beniget/0.4.1-gcc-12.3.0-fizom4w
                 py-cython/0.29.36-gcc-12.3.0-ylumqbe
                 py-flit-core/3.9.0-gcc-12.3.0-nzh222k
                 py-gast/0.5.3-gcc-12.3.0-h7hu6wn
                 py-meson-python/0.13.1-gcc-12.3.0-6zbxyin
                 py-numpy/1.26.1-gcc-12.3.0-4rqb2wc
                 py-packaging/23.1-gcc-12.3.0-7rj6npn
                 py-pip/23.1.2-gcc-12.3.0-lvdwpa6
                 py-ply/3.11-gcc-12.3.0-x3c55tr
                 py-pybind11/2.11.0-gcc-12.3.0-bo5zrbu
                 py-pyproject-metadata/0.7.1-gcc-12.3.0-bw34ifa
                 py-pythran/0.12.2-gcc-12.3.0-7fwfpfj
                 py-scipy/1.11.3-gcc-12.3.0-b6ldv5o
                 py-setuptools/68.0.0-gcc-12.3.0-crc6iaj
                 py-wheel/0.41.2-gcc-12.3.0-zwngepq
                 python/3.11.6-gcc-12.3.0-oa7j22b
                 re2c/2.2-gcc-12.3.0-cw5qvcn
                 readline/8.2-gcc-11.4.0-xxgqlmj
                 readline/8.2-gcc-12.3.0-cz4lfdu			 (D)
                 sqlite/3.43.2-gcc-12.3.0-p3srvwu
                 tar/1.34-gcc-11.4.0-vdb3ozo
                 tar/1.34-gcc-12.3.0-waes7yx				 (D)
                 tcl/8.6.12-gcc-11.4.0-tt2hv6r
                 texinfo/7.0.3-gcc-11.4.0-km6pqxp
                 unzip/6.0-gcc-11.4.0-uy5dhue
                 util-linux-uuid/2.38.1-gcc-12.3.0-oagevhm
                 util-macros/1.19.3-gcc-12.3.0-t67cwmg
                 xz/5.4.1-gcc-11.4.0-axxqoeq
                 xz/5.4.1-gcc-12.3.0-taa3gkk				 (D)
                 yaksa/0.3-gcc-12.3.0-hmywdkq
                 zlib-ng/2.1.4-gcc-11.4.0-5xcetrv
                 zlib-ng/2.1.4-gcc-12.3.0-draqwfy			 (D)
                 zstd/1.5.5-gcc-11.4.0-jkznmrm
                 zstd/1.5.5-gcc-12.3.0-ngvd73i			 (D)
                Where:
                 D:  Default Module
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              

              The non-hierarchical module files that have been generated so far follow Spack’s default rules for module generation. Taking a look at the gcc module you’ll see, for example:

              $ module show gcc
              ------------------------------------------------------------------------------------------
                 /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3/gcc/12.3.0-gcc-11.4.0-chmemdi:
              ------------------------------------------------------------------------------------------
              whatis("The GNU Compiler Collection includes front ends for C, C++, Objective-C, Fortran, Ada, and Go, as well as libraries for these languages.")
              depends_on("gmp/6.2.1-gcc-11.4.0-2fyiqrp")
              depends_on("mpc/1.3.1-gcc-11.4.0-jueol5k")
              depends_on("mpfr/4.2.0-gcc-11.4.0-qpadvjw")
              depends_on("zlib-ng/2.1.4-gcc-11.4.0-5xcetrv")
              depends_on("zstd/1.5.5-gcc-11.4.0-jkznmrm")
              prepend_path("PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin")
              prepend_path("MANPATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/share/man")
              prepend_path("CMAKE_PREFIX_PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/.")
              setenv("CC","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/gcc")
              setenv("CXX","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/g++")
              setenv("FC","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/gfortran")
              setenv("F77","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin/gfortran")
              append_path("MANPATH","")
              help([[Name   : gcc
              Version: 12.3.0
              Target : x86_64_v3
              The GNU Compiler Collection includes front ends for C, C++, Objective-C,
              
              
              
              
                  
              
              Fortran, Ada, and Go, as well as libraries for these languages.
              

              As expected, a few environment variables representing paths will be modified by the module file according to the default prefix inspection rules.

              Filter unwanted modifications to the environment

              Now consider the case that your site has decided that CC, CXX, FC and F77 modifications should not be present in module files. What you can do to abide by the rules is to create a configuration file ${SPACK_ROOT}/etc/spack/modules.yaml with the following content:

              modules:
                default:
                  tcl:
                    all:
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
              

              This can be done either editing the configuration manually, or directly from the command line:

              $ spack config add "modules:default:tcl:all:filter:exclude_env_vars:['CC', 'CXX', 'F77', 'FC']"
              

              Next you should regenerate all the module files:

              $ spack module tcl refresh -y
              ==> Regenerating tcl module files
              

              If you take a look now at the module for gcc you’ll see that the unwanted paths have disappeared:

              $ module show gcc
              ------------------------------------------------------------------------------------------
                 /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3/gcc/12.3.0-gcc-11.4.0-chmemdi:
              ------------------------------------------------------------------------------------------
              whatis("The GNU Compiler Collection includes front ends for C, C++, Objective-C, Fortran, Ada, and Go, as well as libraries for these languages.")
              depends_on("gmp/6.2.1-gcc-11.4.0-2fyiqrp")
              depends_on("mpc/1.3.1-gcc-11.4.0-jueol5k")
              depends_on("mpfr/4.2.0-gcc-11.4.0-qpadvjw")
              depends_on("zlib-ng/2.1.4-gcc-11.4.0-5xcetrv")
              depends_on("zstd/1.5.5-gcc-11.4.0-jkznmrm")
              prepend_path("PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin")
              prepend_path("MANPATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/share/man")
              prepend_path("CMAKE_PREFIX_PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/.")
              append_path("MANPATH","")
              help([[Name   : gcc
              Version: 12.3.0
              Target : x86_64_v3
              The GNU Compiler Collection includes front ends for C, C++, Objective-C,
              Fortran, Ada, and Go, as well as libraries for these languages.
              

              Prevent some module files from being generated

              Another common request at many sites is to avoid exposing software that is only needed as an intermediate step when building a newer stack. Let’s try to prevent the generation of module files for anything that is compiled with gcc@11 (the OS provided compiler).

              To do this you should add the exclude keyword to ${SPACK_ROOT}/etc/spack/modules.yaml:

              modules:
                default:
                  tcl:
                    exclude:
                    -  '%gcc@11'
                    all:
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
              

              and regenerate the module files. This time we’ll pass the option --delete-tree so that Spack will delete the existing module tree and regenerate a new one, instead of overwriting the files in the existing directory.

              $ spack module tcl refresh --delete-tree -y
              ==> Regenerating tcl module files
              
              $ module avail
              ------------- /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3 --------------
                 amdblis/4.1-gcc-12.3.0-ywpdccr
                 autoconf/2.69-gcc-12.3.0-kroqjku
                 automake/1.16.5-gcc-12.3.0-dajnwux
                 berkeley-db/18.1.40-gcc-12.3.0-krlqpve
                 bison/3.8.2-gcc-12.3.0-tr45sog
                 bzip2/1.0.8-gcc-12.3.0-bbwtdnr
                 ca-certificates-mozilla/2023-05-30-gcc-12.3.0-l7zpjxt
                 cmake/3.27.7-gcc-12.3.0-dukasmm
                 curl/8.4.0-gcc-12.3.0-u2ni6an
                 diffutils/3.9-gcc-12.3.0-sbfcnap
                 expat/2.5.0-gcc-12.3.0-grrt7ig
                 findutils/4.9.0-gcc-12.3.0-pdopgfr
                 gdbm/1.23-gcc-12.3.0-w66nich
                 gettext/0.22.3-gcc-12.3.0-y7ty4lo
                 gmake/4.4.1-gcc-12.3.0-6qiak7n
                 hwloc/2.9.1-gcc-12.3.0-rvotk5a
                 krb5/1.20.1-gcc-12.3.0-5d6b7ng
                 libbsd/0.11.7-gcc-12.3.0-sygavnw
                 libedit/3.1-20210216-gcc-12.3.0-fm2rgwy
                 libevent/2.1.12-gcc-12.3.0-3rudtaf
                 libfabric/1.19.0-gcc-12.3.0-46fsov7
                 libffi/3.4.4-gcc-12.3.0-ecpriyn
                 libiconv/1.17-gcc-12.3.0-a34xpad
                 libmd/1.0.4-gcc-12.3.0-ivvykht
                 libpciaccess/0.17-gcc-12.3.0-el7pkf4
                 libsigsegv/2.14-gcc-12.3.0-46vv5f3
                 libtool/2.4.7-gcc-12.3.0-hvedpuf
                 libxcrypt/4.4.35-gcc-12.3.0-guszc5m
                 libxml2/2.10.3-gcc-12.3.0-damyeos
                 m4/1.4.19-gcc-12.3.0-oebiztm
                 meson/1.2.2-gcc-12.3.0-htbkkj2
                 mpich/4.1.2-gcc-12.3.0-cxezwh7
                 ncurses/6.4-gcc-12.3.0-glwymee
                 netlib-lapack/3.11.0-gcc-12.3.0-4uab534
                 netlib-scalapack/2.2.0-gcc-12.3.0-f4bc72j
                 netlib-scalapack/2.2.0-gcc-12.3.0-klad7nj
                 netlib-scalapack/2.2.0-gcc-12.3.0-ve3uhz5
                 netlib-scalapack/2.2.0-gcc-12.3.0-3mwyatr		 (D)
                 nghttp2/1.57.0-gcc-12.3.0-dvtfejq
                 ninja/1.11.1-gcc-12.3.0-qf3fwcn
                 numactl/2.0.14-gcc-12.3.0-iiok6h4
                 openblas/0.3.24-gcc-12.3.0-qoggfi2
                 openmpi/4.1.6-gcc-12.3.0-cndwedm
                 openssh/9.5p1-gcc-12.3.0-6ksmdje
                 openssl/3.1.3-gcc-12.3.0-v7jc5lq
                 perl/5.38.0-gcc-12.3.0-hh6v2va
                 pigz/2.7-gcc-12.3.0-m7r2rmw
                 pkgconf/1.9.5-gcc-12.3.0-ccpwoda
                 pmix/5.0.1-gcc-12.3.0-tmm3jjd
                 py-beniget/0.4.1-gcc-12.3.0-fizom4w
                 py-cython/0.29.36-gcc-12.3.0-ylumqbe
                 py-flit-core/3.9.0-gcc-12.3.0-nzh222k
                 py-gast/0.5.3-gcc-12.3.0-h7hu6wn
                 py-meson-python/0.13.1-gcc-12.3.0-6zbxyin
                 py-numpy/1.26.1-gcc-12.3.0-4rqb2wc
                 py-packaging/23.1-gcc-12.3.0-7rj6npn
                 py-pip/23.1.2-gcc-12.3.0-lvdwpa6
                 py-ply/3.11-gcc-12.3.0-x3c55tr
                 py-pybind11/2.11.0-gcc-12.3.0-bo5zrbu
                 py-pyproject-metadata/0.7.1-gcc-12.3.0-bw34ifa
                 py-pythran/0.12.2-gcc-12.3.0-7fwfpfj
                 py-scipy/1.11.3-gcc-12.3.0-b6ldv5o
                 py-setuptools/68.0.0-gcc-12.3.0-crc6iaj
                 py-wheel/0.41.2-gcc-12.3.0-zwngepq
                 python/3.11.6-gcc-12.3.0-oa7j22b
                 re2c/2.2-gcc-12.3.0-cw5qvcn
                 readline/8.2-gcc-12.3.0-cz4lfdu
                 sqlite/3.43.2-gcc-12.3.0-p3srvwu
                 tar/1.34-gcc-12.3.0-waes7yx
                 util-linux-uuid/2.38.1-gcc-12.3.0-oagevhm
                 util-macros/1.19.3-gcc-12.3.0-t67cwmg
                 xz/5.4.1-gcc-12.3.0-taa3gkk
                 yaksa/0.3-gcc-12.3.0-hmywdkq
                 zlib-ng/2.1.4-gcc-12.3.0-draqwfy
                 zstd/1.5.5-gcc-12.3.0-ngvd73i
                Where:
                 D:  Default Module
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              

              if you look closely you’ll see though that we went too far in excluding modules: the module for [email protected] disappeared as it was bootstrapped with gcc@11. To specify exceptions to the exclude rules you can use include:

              modules:
                default:
                  tcl:
                    include:
                    -  gcc
                    exclude:
                    -  '%gcc@11'
                    all:
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
              

              include rules always have precedence over exclude rules. If you regenerate the modules again:

              $ spack module tcl refresh -y
              ==> Regenerating tcl module files
              

              you’ll see that now the module for [email protected] has reappeared:

              $ module avail gcc/
              ------------- /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3 --------------
                 gcc/12.3.0-gcc-11.4.0-chmemdi
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              

              An additional feature that you can leverage to unclutter the environment is to skip the generation of module files for implicitly installed packages. In this case you only need to add the following line:

              modules:
                default:
                  tcl:
                    exclude_implicits: true
                    include:
                    -  gcc
                    exclude:
                    -  '%gcc@11'
                    all:
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
              

              to modules.yaml and regenerate the module file tree as above.

              Change module file naming

              The next step in making module files more user-friendly is to improve their naming scheme. To reduce the length of the hash or remove it altogether you can use the hash_length keyword in the configuration file:

              modules:
                default:
                  tcl:
                    hash_length: 0
                    include:
                    -  gcc
                    exclude:
                    -  '%gcc@11'
                    all:
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
              

              If you try to regenerate the module files now you will get an error:

              $ spack module tcl refresh --delete-tree -y
              ==> Error: Name clashes detected in module files:
              file: /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3/netlib-scalapack/2.2.0-gcc-12.3.0
              spec: netlib-scalapack@=2.2.0%gcc@=12.3.0/3mwyatr ~ipo~pic+shared build_system=cmake build_type=Release generator=make patches=072b006,1c9ce5f,244a9aa arch=linux-ubuntu22.04-x86_64_v3
              spec: netlib-scalapack@=2.2.0%gcc@=12.3.0/f4bc72j ~ipo~pic+shared build_system=cmake build_type=Release generator=make patches=072b006,1c9ce5f,244a9aa arch=linux-ubuntu22.04-x86_64_v3
              spec: netlib-scalapack@=2.2.0%gcc@=12.3.0/ve3uhz5 ~ipo~pic+shared build_system=cmake build_type=Release generator=make patches=072b006,1c9ce5f,244a9aa arch=linux-ubuntu22.04-x86_64_v3
              spec: netlib-scalapack@=2.2.0%gcc@=12.3.0/klad7nj ~ipo~pic+shared build_system=cmake build_type=Release generator=make patches=072b006,1c9ce5f,244a9aa arch=linux-ubuntu22.04-x86_64_v3
              ==> Error: Operation aborted
              

              We try to check for errors up front!

              In Spack we check for errors upfront whenever possible, so don’t worry about your module files: as a name clash was detected nothing has been changed on disk.

              The problem here is that without the hashes the four different flavors of netlib-scalapack map to the same module file name. We can change how the names are formatted to differentiate them:

              modules:
                default:
                  tcl:
                    hash_length: 0
                    include:
                    -  gcc
                    exclude:
                    -  '%gcc@11'
                    all:
                      conflict:
                      - '{name}'
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
                    projections:
                      all:               '{name}/{version}-{compiler.name}-{compiler.version}'
                      netlib-scalapack:  '{name}/{version}-{compiler.name}-{compiler.version}-{^lapack.name}-{^mpi.name}'
                      ^python^lapack:    '{name}/{version}-{compiler.name}-{compiler.version}-{^lapack.name}'
              

              As you can see it is possible to specify rules that apply only to a restricted set of packages using anonymous specs like ^python^lapack. Here we declare a conflict between any two modules with the same name, so they cannot be loaded together. We also format the names of modules according to compiler, compiler version, and MPI provider name using the spec format syntax. This allows us to match specs by their dependencies, and format them based on their DAGs.

              $ spack module tcl refresh --delete-tree -y
              ==> Regenerating tcl module files
              
              $ module avail
              ------------- /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3 --------------
                 amdblis/4.1-gcc-12.3.0
                 autoconf/2.69-gcc-12.3.0
                 automake/1.16.5-gcc-12.3.0
                 berkeley-db/18.1.40-gcc-12.3.0
                 bison/3.8.2-gcc-12.3.0
                 bzip2/1.0.8-gcc-12.3.0
                 ca-certificates-mozilla/2023-05-30-gcc-12.3.0
                 cmake/3.27.7-gcc-12.3.0
                 curl/8.4.0-gcc-12.3.0
                 diffutils/3.9-gcc-12.3.0
                 expat/2.5.0-gcc-12.3.0
                 findutils/4.9.0-gcc-12.3.0
                 gcc/12.3.0-gcc-11.4.0
                 gdbm/1.23-gcc-12.3.0
                 gettext/0.22.3-gcc-12.3.0
                 gmake/4.4.1-gcc-12.3.0
                 hwloc/2.9.1-gcc-12.3.0
                 krb5/1.20.1-gcc-12.3.0
                 libbsd/0.11.7-gcc-12.3.0
                 libedit/3.1-20210216-gcc-12.3.0
                 libevent/2.1.12-gcc-12.3.0
                 libfabric/1.19.0-gcc-12.3.0
                 libffi/3.4.4-gcc-12.3.0
                 libiconv/1.17-gcc-12.3.0
                 libmd/1.0.4-gcc-12.3.0
                 libpciaccess/0.17-gcc-12.3.0
                 libsigsegv/2.14-gcc-12.3.0
                 libtool/2.4.7-gcc-12.3.0
                 libxcrypt/4.4.35-gcc-12.3.0
                 libxml2/2.10.3-gcc-12.3.0
                 m4/1.4.19-gcc-12.3.0
                 meson/1.2.2-gcc-12.3.0
                 mpich/4.1.2-gcc-12.3.0
                 ncurses/6.4-gcc-12.3.0
                 netlib-lapack/3.11.0-gcc-12.3.0
                 netlib-scalapack/2.2.0-gcc-12.3.0-netlib-lapack-mpich
                 netlib-scalapack/2.2.0-gcc-12.3.0-netlib-lapack-openmpi
                 netlib-scalapack/2.2.0-gcc-12.3.0-openblas-mpich
                 netlib-scalapack/2.2.0-gcc-12.3.0-openblas-openmpi	   (D)
                 nghttp2/1.57.0-gcc-12.3.0
                 ninja/1.11.1-gcc-12.3.0
                 numactl/2.0.14-gcc-12.3.0
                 openblas/0.3.24-gcc-12.3.0
                 openmpi/4.1.6-gcc-12.3.0
                 openssh/9.5p1-gcc-12.3.0
                 openssl/3.1.3-gcc-12.3.0
                 perl/5.38.0-gcc-12.3.0
                 pigz/2.7-gcc-12.3.0
                 pkgconf/1.9.5-gcc-12.3.0
                 pmix/5.0.1-gcc-12.3.0
                 py-beniget/0.4.1-gcc-12.3.0
                 py-cython/0.29.36-gcc-12.3.0
                 py-flit-core/3.9.0-gcc-12.3.0
                 py-gast/0.5.3-gcc-12.3.0
                 py-meson-python/0.13.1-gcc-12.3.0
                 py-numpy/1.26.1-gcc-12.3.0-openblas
                 py-packaging/23.1-gcc-12.3.0
                 py-pip/23.1.2-gcc-12.3.0
                 py-ply/3.11-gcc-12.3.0
                 py-pybind11/2.11.0-gcc-12.3.0
                 py-pyproject-metadata/0.7.1-gcc-12.3.0
                 py-pythran/0.12.2-gcc-12.3.0-openblas
                 py-scipy/1.11.3-gcc-12.3.0-openblas
                 py-setuptools/68.0.0-gcc-12.3.0
                 py-wheel/0.41.2-gcc-12.3.0
                 python/3.11.6-gcc-12.3.0
                 re2c/2.2-gcc-12.3.0
                 readline/8.2-gcc-12.3.0
                 sqlite/3.43.2-gcc-12.3.0
                 tar/1.34-gcc-12.3.0
                 util-linux-uuid/2.38.1-gcc-12.3.0
                 util-macros/1.19.3-gcc-12.3.0
                 xz/5.4.1-gcc-12.3.0
                 yaksa/0.3-gcc-12.3.0
                 zlib-ng/2.1.4-gcc-12.3.0
                 zstd/1.5.5-gcc-12.3.0
                Where:
                 D:  Default Module
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              

              The conflict directive is Tcl-specific and can’t be used in the lmod section of the configuration file.

              Add custom environment modifications

              At many sites it is customary to set an environment variable in a package’s module file that points to the folder in which the package is installed. You can achieve this with Spack by adding an environment directive to the configuration file:

              modules:
                default:
                  tcl:
                    hash_length: 0
                    naming_scheme: '{name}/{version}-{compiler.name}-{compiler.version}'
                    include:
                    -  gcc
                    exclude:
                    -  '%gcc@11'
                    all:
                      conflict:
                      - '{name}'
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
                      environment:
                        set:
                          '{name}_ROOT': '{prefix}'
                    projections:
                      all:               '{name}/{version}-{compiler.name}-{compiler.version}'
                      netlib-scalapack:  '{name}/{version}-{compiler.name}-{compiler.version}-{^lapack.name}-{^mpi.name}'
                      ^python^lapack:    '{name}/{version}-{compiler.name}-{compiler.version}-{^lapack.name}'
              

              Under the hood Spack uses the format() API to substitute tokens in either environment variable names or values. There are two caveats though:

            • The set of allowed tokens in variable names is restricted to name, version, compiler, compiler.name, compiler.version, architecture

            • Any token expanded in a variable name is made uppercase, but other than that case sensitivity is preserved

            • Regenerating the module files results in something like:

              $ spack module tcl refresh -y
              ==> Regenerating tcl module files
              
              $ module show gcc
              ------------------------------------------------------------------------------------------
                 /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3/gcc/12.3.0-gcc-11.4.0:
              ------------------------------------------------------------------------------------------
              whatis("The GNU Compiler Collection includes front ends for C, C++, Objective-C, Fortran, Ada, and Go, as well as libraries for these languages.")
              conflict("gcc")
              prepend_path("PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/bin")
              prepend_path("MANPATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/share/man")
              prepend_path("CMAKE_PREFIX_PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw/.")
              
              
              
              
                  
              
              setenv("GCC_ROOT",""/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-11.4.0/gcc-12.3.0-chmemdiqoycjlxz2myvdxqzt5don54uw"")
              append_path("MANPATH","")
              help([[Name   : gcc
              Version: 12.3.0
              Target : x86_64_v3
              The GNU Compiler Collection includes front ends for C, C++, Objective-C,
              Fortran, Ada, and Go, as well as libraries for these languages.
              

              As you can see, the gcc module has the environment variable GCC_ROOT set.

              Sometimes it’s also useful to apply environment modifications selectively and target only certain packages. You can for instance apply modifications to the openmpi module as follows:

              modules:
                default:
                  tcl:
                    hash_length: 0
                    naming_scheme: '{name}/{version}-{compiler.name}-{compiler.version}'
                    include:
                    - gcc
                    exclude:
                    - '%gcc@11'
                    all:
                      conflict:
                      - '{name}'
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
                      environment:
                        set:
                          '{name}_ROOT': '{prefix}'
                    openmpi:
                      environment:
                        set:
                          SLURM_MPI_TYPE: pmi2
                          OMPI_MCA_btl_openib_warn_default_gid_prefix: '0'
                    projections:
                      all:               '{name}/{version}-{compiler.name}-{compiler.version}'
                      netlib-scalapack:  '{name}/{version}-{compiler.name}-{compiler.version}-{^lapack.name}-{^mpi.name}'
                      ^python^lapack:    '{name}/{version}-{compiler.name}-{compiler.version}-{^lapack.name}'
              

              This time we will be more selective and regenerate only the openmpi module file:

              $ spack module tcl refresh -y openmpi
              ==> Regenerating tcl module files
              
              $ module show openmpi
              ------------------------------------------------------------------------------------------
                 /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3/openmpi/4.1.6-gcc-12.3.0:
              ------------------------------------------------------------------------------------------
              whatis("An open source Message Passing Interface implementation.")
              depends_on("hwloc/2.9.1-gcc-12.3.0")
              depends_on("numactl/2.0.14-gcc-12.3.0")
              depends_on("openssh/9.5p1-gcc-12.3.0")
              depends_on("pmix/5.0.1-gcc-12.3.0")
              depends_on("zlib-ng/2.1.4-gcc-12.3.0")
              conflict("openmpi")
              prepend_path("PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix/bin")
              prepend_path("MANPATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix/share/man")
              prepend_path("PKG_CONFIG_PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix/lib/pkgconfig")
              prepend_path("CMAKE_PREFIX_PATH","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix/.")
              setenv("MPICC","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix/bin/mpicc")
              setenv("MPICXX","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix/bin/mpic++")
              setenv("MPIF77","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix/bin/mpif77")
              setenv("MPIF90","/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix/bin/mpif90")
              setenv("OPENMPI_ROOT",""/home/spack/spack/opt/spack/linux-ubuntu22.04-x86_64_v3/gcc-12.3.0/openmpi-4.1.6-cndwedmmdi6vycttha5zw7yrvn7cgeix"")
              setenv("SLURM_MPI_TYPE","pmi2")
              setenv("OMPI_MCA_btl_openib_warn_default_git_prefix","0")
              append_path("MANPATH","")
              help([[Name   : openmpi
              Version: 4.1.6
              Target : x86_64_v3
              An open source Message Passing Interface implementation. The Open MPI
              Project is an open source Message Passing Interface implementation that
              is developed and maintained by a consortium of academic, research, and
              industry partners. Open MPI is therefore able to combine the expertise,
              technologies, and resources from all across the High Performance
              Computing community in order to build the best MPI library available.
              Open MPI offers advantages for system and software vendors, application
              developers and computer science researchers.
              

              Autoload dependencies

              Spack can also generate module files that contain code to load the dependencies automatically. You can, for instance generate python modules that load their dependencies by adding the autoload directive and assigning it the value direct:

              modules:
                default:
                  tcl:
                    verbose: true
                    hash_length: 0
                    naming_scheme: '{name}/{version}-{compiler.name}-{compiler.version}'
                    include:
                    - gcc
                    exclude:
                    - '%gcc@11'
                    all:
                      conflict:
                      - '{name}'
                      filter:
                        exclude_env_vars:
                        - "CC"
                        - "CXX"
                        - "FC"
                        - "F77"
                      environment:
                        set:
                          '{name}_ROOT': '{prefix}'
                    openmpi:
                      environment:
                        set:
                          SLURM_MPI_TYPE: pmi2
                          OMPI_MCA_btl_openib_warn_default_gid_prefix: '0'
                    projections:
                      all:               '{name}/{version}-{compiler.name}-{compiler.version}'
                      netlib-scalapack:  '{name}/{version}-{compiler.name}-{compiler.version}-{^lapack.name}-{^mpi.name}'
                      ^python^lapack:    '{name}/{version}-{compiler.name}-{compiler.version}-{^lapack.name}'
                    ^python:
                      autoload:  direct
              

              and regenerating the module files for every package that depends on python:

              $ spack module tcl refresh -y ^python
              ==> Regenerating tcl module files
              

              and will contain code to autoload all the dependencies:

              $ module load py-scipy
              

              In case messages are unwanted during the autoload procedure, it will be sufficient to omit the line setting verbose: true in the configuration file above.

              Hierarchical Module Files

              So far we worked with non-hierarchical module files, i.e. with module files that are all generated in the same root directory and don’t attempt to dynamically modify the MODULEPATH. This results in a flat module structure where all the software is visible at the same time:

              $ module avail
              ------------- /home/spack/spack/share/spack/modules/linux-ubuntu22.04-x86_64_v3 --------------
                 amdblis/4.1-gcc-12.3.0
                 autoconf/2.69-gcc-12.3.0
                 automake/1.16.5-gcc-12.3.0
                 berkeley-db/18.1.40-gcc-12.3.0
                 bison/3.8.2-gcc-12.3.0
                 bzip2/1.0.8-gcc-12.3.0
                 ca-certificates-mozilla/2023-05-30-gcc-12.3.0
                 cmake/3.27.7-gcc-12.3.0
                 curl/8.4.0-gcc-12.3.0
                 diffutils/3.9-gcc-12.3.0
                 expat/2.5.0-gcc-12.3.0
                 findutils/4.9.0-gcc-12.3.0
                 gcc/12.3.0-gcc-11.4.0
                 gdbm/1.23-gcc-12.3.0
                 gettext/0.22.3-gcc-12.3.0
                 gmake/4.4.1-gcc-12.3.0
                 hwloc/2.9.1-gcc-12.3.0
                 krb5/1.20.1-gcc-12.3.0
                 libbsd/0.11.7-gcc-12.3.0
                 libedit/3.1-20210216-gcc-12.3.0
                 libevent/2.1.12-gcc-12.3.0
                 libfabric/1.19.0-gcc-12.3.0
                 libffi/3.4.4-gcc-12.3.0
                 libiconv/1.17-gcc-12.3.0
                 libmd/1.0.4-gcc-12.3.0
                 libpciaccess/0.17-gcc-12.3.0
                 libsigsegv/2.14-gcc-12.3.0
                 libtool/2.4.7-gcc-12.3.0
                 libxcrypt/4.4.35-gcc-12.3.0
                 libxml2/2.10.3-gcc-12.3.0
                 m4/1.4.19-gcc-12.3.0
                 meson/1.2.2-gcc-12.3.0
                 mpich/4.1.2-gcc-12.3.0
                 ncurses/6.4-gcc-12.3.0
                 netlib-lapack/3.11.0-gcc-12.3.0
                 netlib-scalapack/2.2.0-gcc-12.3.0-netlib-lapack-mpich
                 netlib-scalapack/2.2.0-gcc-12.3.0-netlib-lapack-openmpi
                 netlib-scalapack/2.2.0-gcc-12.3.0-openblas-mpich
                 netlib-scalapack/2.2.0-gcc-12.3.0-openblas-openmpi	   (D)
                 nghttp2/1.57.0-gcc-12.3.0
                 ninja/1.11.1-gcc-12.3.0
                 numactl/2.0.14-gcc-12.3.0
                 openblas/0.3.24-gcc-12.3.0
                 openmpi/4.1.6-gcc-12.3.0
                 openssh/9.5p1-gcc-12.3.0
                 openssl/3.1.3-gcc-12.3.0
                 perl/5.38.0-gcc-12.3.0
                 pigz/2.7-gcc-12.3.0
                 pkgconf/1.9.5-gcc-12.3.0
                 pmix/5.0.1-gcc-12.3.0
                 py-beniget/0.4.1-gcc-12.3.0
                 py-cython/0.29.36-gcc-12.3.0
                 py-flit-core/3.9.0-gcc-12.3.0
                 py-gast/0.5.3-gcc-12.3.0
                 py-meson-python/0.13.1-gcc-12.3.0
                 py-numpy/1.26.1-gcc-12.3.0-openblas
                 py-packaging/23.1-gcc-12.3.0
                 py-pip/23.1.2-gcc-12.3.0
                 py-ply/3.11-gcc-12.3.0
                 py-pybind11/2.11.0-gcc-12.3.0
                 py-pyproject-metadata/0.7.1-gcc-12.3.0
                 py-pythran/0.12.2-gcc-12.3.0-openblas
                 py-scipy/1.11.3-gcc-12.3.0-openblas
              
              
              
              
                  
              
                 py-setuptools/68.0.0-gcc-12.3.0
                 py-wheel/0.41.2-gcc-12.3.0
                 python/3.11.6-gcc-12.3.0
                 re2c/2.2-gcc-12.3.0
                 readline/8.2-gcc-12.3.0
                 sqlite/3.43.2-gcc-12.3.0
                 tar/1.34-gcc-12.3.0
                 util-linux-uuid/2.38.1-gcc-12.3.0
                 util-macros/1.19.3-gcc-12.3.0
                 xz/5.4.1-gcc-12.3.0
                 yaksa/0.3-gcc-12.3.0
                 zlib-ng/2.1.4-gcc-12.3.0
                 zstd/1.5.5-gcc-12.3.0
                Where:
                 D:  Default Module
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              

              This layout is quite simple to deploy, but you can see from the above snippet that nothing prevents users from loading incompatible sets of modules:

              $ module purge
              $ module load netlib-lapack openblas
              $ module list
              Currently Loaded Modules:
                1) netlib-lapack/3.11.0-gcc-12.3.0   2) openblas/0.3.24-gcc-12.3.0
              

              Even if conflicts directives are carefully placed in module files, they:

            • won’t enforce a consistent environment, but will just report an error

            • need constant updates, for instance as soon as a new compiler or MPI library is installed

            • Hierarchical module files try to overcome these shortcomings by showing at start-up only a restricted view of what is available on the system: more specifically only the software that has been installed with OS provided compilers. Among this software there will be other - usually more recent - compilers that, once loaded, will prepend new directories to MODULEPATH unlocking all the software that was compiled with them. This “unlocking” idea can then be extended arbitrarily to virtual dependencies, as we’ll see in the following section.

              Core/Compiler/MPI

              The most widely used hierarchy is the so called Core/Compiler/MPI where, on top of the compilers, different MPI libraries also unlock software linked to them. There are just a few steps needed to adapt the modules.yaml file we used previously:

            • enable the lmod file generator

            • change the tcl tag to lmod

            • remove the tcl specific conflict directive

            • declare which compilers are considered core_compilers

            • remove the mpi related suffixes in projections (as they will be substituted by hierarchies)

            • After these modifications your configuration file should look like:

              modules:
                default:
                  enable::
                    - lmod
                  lmod:
                    core_compilers:
                    - 'gcc@11'
                    hierarchy:
                    - mpi
                    hash_length: 0
                    include:
                    - gcc
                    exclude:
                    - '%gcc@11'
                    all:
                      filter:
                        exclude_env_vars:
                        - "C_INCLUDE_PATH"
                        - "CPLUS_INCLUDE_PATH"
                        - "LIBRARY_PATH"
                      environment:
                        set:
                          '{name}_ROOT': '{prefix}'
                    openmpi:
                      environment:
                        set:
                          SLURM_MPI_TYPE: pmi2
                          OMPI_MCA_btl_openib_warn_default_gid_prefix: '0'
                    projections:
                      all:          '{name}/{version}'
                      ^lapack:      '{name}/{version}-{^lapack.name}'
              
              Double colon in configuration files

              The double colon after enable is intentional and it serves the purpose of overriding the default list of enabled generators so that only lmod will be active (see Overriding entire sections for more details).

              The directive core_compilers accepts a list of compilers. Everything built using these compilers will create a module in the Core part of the hierarchy, which is the entry point for hierarchical module files. It is common practice to put the OS provided compilers in the list and only build common utilities and other compilers with them.

              If we now regenerate the module files:

              $ spack module lmod refresh --delete-tree -y
              ==> Regenerating lmod module files
              

              and update MODULEPATH to point to the Core:

              $ module purge
              $ module unuse $HOME/spack/share/spack/modules/linux-ubuntu18.04-x86_64
              $ module use $HOME/spack/share/spack/lmod/linux-ubuntu18.04-x86_64/Core
              

              asking for the available modules will return:

              $ module avail
              -------------- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/Core --------------
                 autoconf-archive/2023.02.20		 gmake/4.4.1		    nghttp2/1.57.0
                 autoconf/2.69			 gmp/6.2.1		    openssl/3.1.3
                 automake/1.16.5			 libiconv/1.17		    perl/5.38.0
                 bc/1.07.1				 libsigsegv/2.14	    pigz/2.7
                 berkeley-db/18.1.40			 libtool/2.4.7		    pkgconf/1.9.5
                 bzip2/1.0.8				 libxml2/2.10.3		    readline/8.2
                 ca-certificates-mozilla/2023-05-30	 lmod/8.7.18		    tar/1.34
                 curl/8.4.0				 lua-luafilesystem/1.8.0    tcl/8.6.12
                 diffutils/3.9			 lua-luaposix/36.1	    texinfo/7.0.3
                 ed/1.4				 lua/5.4.4		    unzip/6.0
                 gawk/5.2.2				 m4/1.4.19		    xz/5.4.1
                 gcc/12.3.0				 mpc/1.3.1		    zlib-ng/2.1.4
                 gdbm/1.23				 mpfr/4.2.0		    zstd/1.5.5
                 gettext/0.22.3			 ncurses/6.4
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              

              Unsurprisingly, the only visible module is gcc. Loading that we’ll unlock the Compiler part of the hierarchy:

              $ module load gcc
              $ module avail
              ----------- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/gcc/12.3.0 -----------
                 amdblis/4.1				     numactl/2.0.14
                 autoconf/2.69		      (D)    openblas/0.3.24
                 automake/1.16.5		      (D)    openmpi/4.1.6
                 berkeley-db/18.1.40		      (D)    openssh/9.5p1
                 bison/3.8.2				     openssl/3.1.3		 (D)
                 bzip2/1.0.8			      (D)    perl/5.38.0		 (D)
                 ca-certificates-mozilla/2023-05-30 (D)    pigz/2.7			 (D)
                 cmake/3.27.7				     pkgconf/1.9.5		 (D)
                 curl/8.4.0			      (D)    pmix/5.0.1
                 diffutils/3.9		      (D)    py-beniget/0.4.1
                 expat/2.5.0				     py-cython/0.29.36
                 findutils/4.9.0			     py-flit-core/3.9.0
                 gdbm/1.23			      (D)    py-gast/0.5.3
                 gettext/0.22.3		      (D)    py-meson-python/0.13.1
                 gmake/4.4.1			      (D)    py-numpy/1.26.1-openblas
                 hwloc/2.9.1				     py-packaging/23.1
                 krb5/1.20.1				     py-pip/23.1.2
                 libbsd/0.11.7			     py-ply/3.11
                 libedit/3.1-20210216			     py-pybind11/2.11.0
                 libevent/2.1.12			     py-pyproject-metadata/0.7.1
                 libfabric/1.19.0			     py-pythran/0.12.2-openblas
                 libffi/3.4.4				     py-scipy/1.11.3-openblas
                 libiconv/1.17		      (D)    py-setuptools/68.0.0
                 libmd/1.0.4				     py-wheel/0.41.2
                 libpciaccess/0.17			     python/3.11.6
                 libsigsegv/2.14		      (D)    re2c/2.2
                 libtool/2.4.7		      (D)    readline/8.2		 (D)
                 libxcrypt/4.4.35			     sqlite/3.43.2
                 libxml2/2.10.3		      (D)    tar/1.34			 (D)
                 m4/1.4.19			      (D)    util-linux-uuid/2.38.1
                 meson/1.2.2				     util-macros/1.19.3
                 mpich/4.1.2				     xz/5.4.1			 (D)
                 ncurses/6.4			      (D)    yaksa/0.3
                 netlib-lapack/3.11.0			     zlib-ng/2.1.4		 (L,D)
                 nghttp2/1.57.0		      (D)    zstd/1.5.5			 (L,D)
                 ninja/1.11.1
              -------------- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/Core --------------
                 autoconf-archive/2023.02.20		     gmake/4.4.1		    nghttp2/1.57.0
                 autoconf/2.69			     gmp/6.2.1		     (L)    openssl/3.1.3
                 automake/1.16.5			     libiconv/1.17		    perl/5.38.0
                 bc/1.07.1				     libsigsegv/2.14		    pigz/2.7
                 berkeley-db/18.1.40			     libtool/2.4.7		    pkgconf/1.9.5
                 bzip2/1.0.8				     libxml2/2.10.3		    readline/8.2
                 ca-certificates-mozilla/2023-05-30	     lmod/8.7.18		    tar/1.34
                 curl/8.4.0				     lua-luafilesystem/1.8.0	    tcl/8.6.12
                 diffutils/3.9			     lua-luaposix/36.1		    texinfo/7.0.3
                 ed/1.4				     lua/5.4.4			    unzip/6.0
                 gawk/5.2.2				     m4/1.4.19			    xz/5.4.1
                 gcc/12.3.0			      (L)    mpc/1.3.1		     (L)    zlib-ng/2.1.4
                 gdbm/1.23				     mpfr/4.2.0		     (L)    zstd/1.5.5
                 gettext/0.22.3			     ncurses/6.4
                Where:
                 D:  Default Module
                 L:  Module is loaded
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              

              The same holds true also for the MPI part, that you can enable by loading either mpich or openmpi. Let’s start by loading mpich:

              $ module load mpich
              $ module avail
              ---- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/mpich/4.1.2-cxezwh7/gcc/12.3.0 ----
                 netlib-scalapack/2.2.0-netlib-lapack	   netlib-scalapack/2.2.0-openblas (D)
              ----------- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/gcc/12.3.0 -----------
                 amdblis/4.1				       numactl/2.0.14
                 autoconf/2.69		      (D)      openblas/0.3.24
                 automake/1.16.5		      (D)      openmpi/4.1.6
                 berkeley-db/18.1.40		      (D)      openssh/9.5p1
                 bison/3.8.2				       openssl/3.1.3		   (D)
                 bzip2/1.0.8			      (D)      perl/5.38.0		   (D)
                 ca-certificates-mozilla/2023-05-30 (D)      pigz/2.7			   (D)
                 cmake/3.27.7				       pkgconf/1.9.5		   (D)
                 curl/8.4.0			      (D)      pmix/5.0.1
                 diffutils/3.9		      (D)      py-beniget/0.4.1
                 expat/2.5.0				       py-cython/0.29.36
                 findutils/4.9.0			       py-flit-core/3.9.0
                 gdbm/1.23			      (D)      py-gast/0.5.3
                 gettext/0.22.3		      (D)      py-meson-python/0.13.1
                 gmake/4.4.1			      (D)      py-numpy/1.26.1-openblas
                 hwloc/2.9.1			      (L)      py-packaging/23.1
                 krb5/1.20.1				       py-pip/23.1.2
                 libbsd/0.11.7			       py-ply/3.11
                 libedit/3.1-20210216			       py-pybind11/2.11.0
                 libevent/2.1.12			       py-pyproject-metadata/0.7.1
                 libfabric/1.19.0		      (L)      py-pythran/0.12.2-openblas
                 libffi/3.4.4				       py-scipy/1.11.3-openblas
                 libiconv/1.17		      (L,D)    py-setuptools/68.0.0
                 libmd/1.0.4				       py-wheel/0.41.2
                 libpciaccess/0.17		      (L)      python/3.11.6
                 libsigsegv/2.14		      (D)      re2c/2.2
                 libtool/2.4.7		      (D)      readline/8.2		   (D)
                 libxcrypt/4.4.35			       sqlite/3.43.2
                 libxml2/2.10.3		      (L,D)    tar/1.34			   (D)
                 m4/1.4.19			      (D)      util-linux-uuid/2.38.1
                 meson/1.2.2				       util-macros/1.19.3
                 mpich/4.1.2			      (L)      xz/5.4.1			   (L,D)
                 ncurses/6.4			      (L,D)    yaksa/0.3		   (L)
                 netlib-lapack/3.11.0			       zlib-ng/2.1.4		   (L,D)
                 nghttp2/1.57.0		      (D)      zstd/1.5.5		   (L,D)
                 ninja/1.11.1
              -------------- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/Core --------------
                 autoconf-archive/2023.02.20		     gmake/4.4.1		    nghttp2/1.57.0
                 autoconf/2.69			     gmp/6.2.1		     (L)    openssl/3.1.3
                 automake/1.16.5			     libiconv/1.17		    perl/5.38.0
                 bc/1.07.1				     libsigsegv/2.14		    pigz/2.7
                 berkeley-db/18.1.40			     libtool/2.4.7		    pkgconf/1.9.5
                 bzip2/1.0.8				     libxml2/2.10.3		    readline/8.2
                 ca-certificates-mozilla/2023-05-30	     lmod/8.7.18		    tar/1.34
                 curl/8.4.0				     lua-luafilesystem/1.8.0	    tcl/8.6.12
                 diffutils/3.9			     lua-luaposix/36.1		    texinfo/7.0.3
                 ed/1.4				     lua/5.4.4			    unzip/6.0
                 gawk/5.2.2				     m4/1.4.19			    xz/5.4.1
                 gcc/12.3.0			      (L)    mpc/1.3.1		     (L)    zlib-ng/2.1.4
                 gdbm/1.23				     mpfr/4.2.0		     (L)    zstd/1.5.5
                 gettext/0.22.3			     ncurses/6.4
                Where:
                 D:  Default Module
                 L:  Module is loaded
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              
              $ module load openblas netlib-scalapack/2.2.0-openblas
              $ module list
              Currently Loaded Modules:
                1) gmp/6.2.1	     7) libpciaccess/0.17  13) libfabric/1.19.0
                2) mpfr/4.2.0	     8) libiconv/1.17	   14) yaksa/0.3
                3) mpc/1.3.1	     9) xz/5.4.1	   15) mpich/4.1.2
                4) zlib-ng/2.1.4  10) libxml2/2.10.3	   16) openblas/0.3.24
                5) zstd/1.5.5	    11) ncurses/6.4	   17) netlib-scalapack/2.2.0-openblas
                6) gcc/12.3.0	    12) hwloc/2.9.1
              

              At this point we can showcase the improved consistency that a hierarchical layout provides over a non-hierarchical one:

              $ export LMOD_AUTO_SWAP=yes
              $ module load openmpi
              Lmod is automatically replacing "mpich/4.1.2" with "openmpi/4.1.6".
              Due to MODULEPATH changes, the following have been reloaded:
                1) netlib-scalapack/2.2.0-openblas
              

              Lmod took care of swapping the MPI provider for us, and it also substituted the netlib-scalapack module to conform to the change in the MPI. In this way we can’t accidentally pull-in two different MPI providers at the same time or load a module file for a package linked to openmpi when mpich is also loaded. Consistency for compilers and MPI is ensured by the tool.

              Add LAPACK to the hierarchy

              The hierarchy just shown is already a great improvement over non-hierarchical layouts, but it still has an asymmetry: LAPACK providers cover the same semantic role as MPI providers, but yet they are not part of the hierarchy.

              To be more practical, this means that although we have gained an improved consistency in our environment when it comes to MPI, we still have the same problems as we had before for LAPACK implementations:

              $ module list
              Currently Loaded Modules:
                1) gmp/6.2.1		10) xz/5.4.1	    19) openssl/3.1.3
                2) mpfr/4.2.0		11) libxml2/2.10.3  20) krb5/1.20.1
                3) mpc/1.3.1		12) ncurses/6.4	    21) libedit/3.1-20210216
                4) zlib-ng/2.1.4	13) hwloc/2.9.1	    22) libxcrypt/4.4.35
                5) zstd/1.5.5		14) numactl/2.0.14  23) openssh/9.5p1
                6) gcc/12.3.0		15) bzip2/1.0.8	    24) libevent/2.1.12
                7) openblas/0.3.24	16) pigz/2.7	    25) pmix/5.0.1
                8) libpciaccess/0.17	17) tar/1.34	    26) openmpi/4.1.6
                9) libiconv/1.17	18) gettext/0.22.3  27) netlib-scalapack/2.2.0-openblas
              $ module avail
              ---- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/openmpi/4.1.6-cndwedm/gcc/12.3.0 ----
                 netlib-scalapack/2.2.0-netlib-lapack	   netlib-scalapack/2.2.0-openblas (L,D)
              ----------- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/gcc/12.3.0 -----------
                 amdblis/4.1				       numactl/2.0.14		   (L)
                 autoconf/2.69		      (D)      openblas/0.3.24		   (L)
                 automake/1.16.5		      (D)      openmpi/4.1.6		   (L)
                 berkeley-db/18.1.40		      (D)      openssh/9.5p1		   (L)
                 bison/3.8.2				       openssl/3.1.3		   (L,D)
                 bzip2/1.0.8			      (L,D)    perl/5.38.0		   (D)
                 ca-certificates-mozilla/2023-05-30 (D)      pigz/2.7			   (L,D)
                 cmake/3.27.7				       pkgconf/1.9.5		   (D)
                 curl/8.4.0			      (D)      pmix/5.0.1		   (L)
                 diffutils/3.9		      (D)      py-beniget/0.4.1
                 expat/2.5.0				       py-cython/0.29.36
                 findutils/4.9.0			       py-flit-core/3.9.0
                 gdbm/1.23			      (D)      py-gast/0.5.3
                 gettext/0.22.3		      (L,D)    py-meson-python/0.13.1
                 gmake/4.4.1			      (D)      py-numpy/1.26.1-openblas
                 hwloc/2.9.1			      (L)      py-packaging/23.1
                 krb5/1.20.1			      (L)      py-pip/23.1.2
                 libbsd/0.11.7			       py-ply/3.11
                 libedit/3.1-20210216		      (L)      py-pybind11/2.11.0
                 libevent/2.1.12		      (L)      py-pyproject-metadata/0.7.1
                 libfabric/1.19.0			       py-pythran/0.12.2-openblas
                 libffi/3.4.4				       py-scipy/1.11.3-openblas
                 libiconv/1.17		      (L,D)    py-setuptools/68.0.0
                 libmd/1.0.4				       py-wheel/0.41.2
                 libpciaccess/0.17		      (L)      python/3.11.6
                 libsigsegv/2.14		      (D)      re2c/2.2
                 libtool/2.4.7		      (D)      readline/8.2		   (D)
                 libxcrypt/4.4.35		      (L)      sqlite/3.43.2
                 libxml2/2.10.3		      (L,D)    tar/1.34			   (L,D)
                 m4/1.4.19			      (D)      util-linux-uuid/2.38.1
                 meson/1.2.2				       util-macros/1.19.3
                 mpich/4.1.2				       xz/5.4.1			   (L,D)
                 ncurses/6.4			      (L,D)    yaksa/0.3
                 netlib-lapack/3.11.0			       zlib-ng/2.1.4		   (L,D)
                 nghttp2/1.57.0		      (D)      zstd/1.5.5		   (L,D)
                 ninja/1.11.1
              -------------- /home/spack/spack/share/spack/lmod/linux-ubuntu22.04-x86_64/Core --------------
                 autoconf-archive/2023.02.20		     gmake/4.4.1		    nghttp2/1.57.0
                 autoconf/2.69			     gmp/6.2.1		     (L)    openssl/3.1.3
                 automake/1.16.5			     libiconv/1.17		    perl/5.38.0
                 bc/1.07.1				     libsigsegv/2.14		    pigz/2.7
                 berkeley-db/18.1.40			     libtool/2.4.7		    pkgconf/1.9.5
                 bzip2/1.0.8				     libxml2/2.10.3		    readline/8.2
                 ca-certificates-mozilla/2023-05-30	     lmod/8.7.18		    tar/1.34
                 curl/8.4.0				     lua-luafilesystem/1.8.0	    tcl/8.6.12
                 diffutils/3.9			     lua-luaposix/36.1		    texinfo/7.0.3
                 ed/1.4				     lua/5.4.4			    unzip/6.0
                 gawk/5.2.2				     m4/1.4.19			    xz/5.4.1
                 gcc/12.3.0			      (L)    mpc/1.3.1		     (L)    zlib-ng/2.1.4
                 gdbm/1.23				     mpfr/4.2.0		     (L)    zstd/1.5.5
                 gettext/0.22.3			     ncurses/6.4
                Where:
                 D:  Default Module
                 L:  Module is loaded
              If the avail list is too long consider trying:
              "module --default avail" or "ml -d av" to just list the default modules.
              "module overview" or "ml ov" to display the number of modules for each name.
              Use "module spider" to find all possible modules and extensions.
              Use "module keyword key1 key2 ..." to search for all possible modules matching any of the
              "keys".
              $ module load netlib-scalapack/2.2.0-netlib-lapack
              The following have been reloaded with a version change:
                1) netlib-scalapack/2.2.0-openblas => netlib-scalapack/2.2.0-netlib-lapack
              $ module list
              Currently Loaded Modules:
                1) gmp/6.2.1		14) numactl/2.0.14	  27) libmd/1.0.4
                2) mpfr/4.2.0		15) bzip2/1.0.8		  28) libbsd/0.11.7
                3) mpc/1.3.1		16) pigz/2.7		  29) expat/2.5.0
                4) zlib-ng/2.1.4	17) tar/1.34		  30) readline/8.2
                5) zstd/1.5.5		18) gettext/0.22.3	  31) gdbm/1.23
                6) gcc/12.3.0		19) openssl/3.1.3	  32) libffi/3.4.4
                7) openblas/0.3.24	20) krb5/1.20.1		  33) sqlite/3.43.2
                8) libpciaccess/0.17	21) libedit/3.1-20210216  34) util-linux-uuid/2.38.1
                9) libiconv/1.17	22) libxcrypt/4.4.35	  35) python/3.11.6
               10) xz/5.4.1		23) openssh/9.5p1	  36) amdblis/4.1
               11) libxml2/2.10.3	24) libevent/2.1.12	  37) netlib-lapack/3.11.0
               12) ncurses/6.4	25) pmix/5.0.1		  38) netlib-scalapack/2.2.0-netlib-lapack
               13) hwloc/2.9.1	26) openmpi/4.1.6
              

              Hierarchies that are deeper than Core/Compiler/MPI are probably still considered “unusual” or “impractical” at many sites, mainly because module files are written manually and keeping track of the combinations among multiple providers quickly becomes quite involved.

              For instance, having both MPI and LAPACK in the hierarchy means we must classify software into one of four categories:

            • Software that doesn’t depend on MPI or LAPACK

            • Software that depends only on MPI

            • Software that depends only on LAPACK

            • Software that depends on both

            • to decide when to show it to the user. The situation becomes more involved as the number of virtual dependencies in the hierarchy increases.

              We can take advantage of the DAG that Spack maintains for the installed software and solve this combinatorial problem in a clean and automated way. In some sense Spack’s ability to manage this combinatorial complexity makes deeper hierarchies feasible.

              Coming back to our example, let’s add lapack to the hierarchy and remove the remaining suffix projection for lapack:

              modules:
                default:
                  enable::
                  - lmod
                  lmod:
                    core_compilers:
                    - 'gcc@11'
                    hierarchy:
                    - mpi
              
  •