Introduction
Message Passing Interface (MPI) is an API for parallelization of programs across multiple nodes and has been around since 1994 [1]. MPI can also be used for parallelization on SMP machines and is considered very efficient in it too (close to 100% scaling on parallelizable code as compared to ~80% commonly obtained with threads due to unoptimal memory allocation on NUMA machines). Before MPI, about every manufacturer of supercomputers had their own programming language for writing programs; MPI made porting software easy.
There are many MPI implementations available, such as LAM-MPI (in Fedora, obsoleted by Open MPI), Open MPI (the default MPI compiler in Fedora and the MPI compiler used in RHEL), MPICH (Not yet in Fedora), MPICH2 (in Fedora) and MVAPICH1 and MVAPICH2 (Not yet in Fedora).
As some MPI libraries work better on some hardware than others, and some software works best with some MPI library, the selection of the library used must be done in user level, on a session specific basis. Also, people doing high performance computing may want to use more efficient compilers than the default one in Fedora (gcc), so one must be able to have many versions of the MPI compiler each compiled with a different compiler installed at the same time. This must be taken into account when writing spec files.
Packaging of MPI compilers
MPI compilers MUST be installed (including binaries, man pages, etc) in %{_libdir}/%{name}/%{version}-<compiler>, where <compiler> is normally gcc in Fedora. The MPI compiler RPMs MUST be possible to build with other compilers as well and support simultaneous installation of versions compiled with different compilers (e.g. in addition to a version compiled with {gcc,g++,gfortran} a version compiled with {gcc34,g++34,g77} must be possible to install and use simultaneously). To do this, the MPI compiler's spec file MUST support the use of the following variables
# We only compile with gcc, but other people may want other compilers. # Set the compiler here. %global opt_cc gcc # Optional CFLAGS to use with the specific compiler...gcc doesn't need any, # so uncomment and define to use #global opt_cflags %global opt_cxx g++ #global opt_cxxflags %global opt_f77 gfortran #global opt_fflags %global opt_fc gfortran #global opt_fcflags # Optional name suffix to use...we leave it off when compiling with gcc, but # for other compiled versions to install side by side, it will need a # suffix in order to keep the names from conflicting. #global cc_name_suffix -gcc
The runtime of MPI compilers (mpirun, the libraries, the manuals etc) MUST be packaged into %{name}, and the development headers and libraries into %{name}-devel.
As the compiler is installed outside PATH, one needs to load the relevant variables before being able to use the compiler or run MPI programs. This is done using environment modules.
The module file MUST prepend the MPI bindir %{_libdir}/%{name}/%{version}-<compiler>/bin into the users PATH and set LD_LIBRARY_PATH to %{_libdir}/%{name}/%{version}-<compiler>/lib. The module MUST provide environment variables $MPI_HOME, $MPI_BIN and $MPI_LIB, which should point to %{_libdir}/%{name}/%{version}-<compiler>, %{_libdir}/%{name}/%{version}-<compiler>/bin and %{_libdir}/%{name}/%{version}-<compiler>/lib, respectively.
MUST: By default, no files are placed in /etc/ld.so.conf.d. If the packager wishes to provide alternatives support, it MUST be placed in a subpackage along with the ld.so.conf.d file so that alternatives support does not need to be installed if not wished for.
The MPI compiler package MUST provide an RPM macro that makes loading and unloading the support easy in spec files, e.g. by placing the following in /etc/rpm/macros.openmpi
%_mpi_compiler openmpi
%_mpi_suffix _mpi
%_openmpi_load \
. /etc/profile.d/modules.sh; \
module load openmpi-%{_arch}; \
export CFLAGS="$CFLAGS %{optflags}";
%_openmpi_unload \
. /etc/profile.d/modules.sh; \
module unload openmpi-%{_arch};
loading and unloading the compiler in spec files is as easy as %{_openmpi_load} and %{_openmpi_unload}.
If the environment module sets compiler flags such as CFLAGS (thus overriding the ones exported in %configure, the RPM macro MUST make them use the Fedora optimization flags %{optflags} once again.
Versions of the MPI compiler compiled against another combination than {gcc,g++,gfortran} MUST suffix the %_mpi_compiler definition with %{?cc_name_suffix} (e.g. -gcc34).
Packaging of MPI software
Software that supports MPI MUST be packaged also in serial mode [i.e. no MPI], if it is supported by upstream. (for instance: foo).
The packager MUST package at least a version compiled against Open MPI. Packages made against other MPI compilers in Fedora SHOULD be made, but that is left up to the maintainer. The MPI enabled bits MUST be placed in a subpackage with the suffix denoting the MPI compiler used (for instance: foo-mpi for Open MPI [the traditional MPI compiler in Fedora] or foo-mpich2 for MPICH2).
Each MPI build of shared libraries SHOULD have a separate -libs subpackage for the libraries (e.g. foo-mpich2-libs). Each MPI build MUST have a separate -devel subpackage (e.g. foo-mpich2-devel) that includes the development libraries and Requires: %{name}-devel that includes the headers.
To prevent name clashes, there are two possibilities in the installation location:
- Placing in system directories
- The binaries of the software placed in
%{_bindir}MUST be suffixed with%{_mpi_suffix}(e.g.bar_mpi[for Open MPI] orbar_mpich2[for MPICH2]). - The libraries of the software placed in
%{_libdir}MUST be suffixed with%{_mpi_suffix}(e.g.libbar_mpi.so[for Open MPI] orlibbar_mpich2.so[for MPICH2]). - Files installed in
%{_datadir}SHOULD be placed in a-commonsubpackage that is required by all of the packages containing binaries, unless including them in the package of the serial version and requiring it is deemed more appropriate.
- The binaries of the software placed in
- Placing in a separate directory
- The software
MUSTbe installed in%{_libdir}/%{name}/%{version}-%{_mpi_compiler}/(e.g. code>%{_libdir}/foo/1.0-openmpi-gcc/, including libraries and man files. - Architecture and compiler independent headers MUST be placed as normal into
%{_includedir}. If the headers contain e.g. some declaration about the MPI compiler used, the headers MUST be placed with the rest of the files in%{_libdir}/%{name}/%{version}-%{_mpi_compiler}/. - Files normally installed in
%{_datadir}SHOULD be placed in a-commonsubpackage that is required by all of the packages containing binaries, unless including them in the package of the serial version and requiring it is deemed more appropriate. - An environment module enabling the use of the software MUST be written and be made available as
/etc/modulefiles/%{name}-%{compiler}-%{_arch}. The module MUST require the module of the used compiler. More info on environment modules.
- The software
The packages MUST have explicit requires on the used MPI runtime, as rpm might not pick up the correct version. - needs to be checked, at least libmpi is provided by all of them(?)
A sample spec file
Name: foo
%package openmpi
BuildRequires: openmpi-devel
%package mpich2
BuildRequires: mpich2-devel
%build
# Have to do off-root builds to be able to build many versions at once
# Build serial version
mkdir serial
cd serial
ln -s ../configure .
%configure
make %{?_smp_mflags}
cd ..
# Build parallel versions: set compiler variables to MPI wrappers
export CC=mpicc
export CXX=mpicxx
export FC=mpif90
export F77=mpif77
# Build LAM version
%{_lam_load}
mkdir %{_mpi_compiler}
cd %{_mpi_compiler}
ln -s ../configure .
%configure --program-suffix=%{_mpi_suffix}
make %{?_smp_mflags}
cd ..
%{_lam_unload}
# Build OpenMPI version
%{_openmpi_load}
mkdir %{_mpi_compiler}
cd %{_mpi_compiler}
ln -s ../configure .
%configure --program-suffix=%{_mpi_suffix}
make %{?_smp_mflags}
cd ..
%{_openmpi_unload}
# Build mpich2 version
%{_mpich2_load}
mkdir %{_mpi_compiler}
cd %{_mpi_compiler}
ln -s ../configure .
%configure --program-suffix=%{_mpi_suffix}
make %{?_smp_mflags}
cd ..
%{_mpich2_unload}
%install
# Install serial version
make -C serial install DESTDIR=%{buildroot} INSTALL="install -p" CPPROG="cp -p"
# Install LAM version
%{_lam_load}
make -C %{_mpi_compiler} install DESTDIR=%{buildroot} INSTALL="install -p" CPPROG="cp -p"
%{_lam_unload}
# Install OpenMPI version
%{_openmpi_load}
make -C %{_mpi_compiler} install DESTDIR=%{buildroot} INSTALL="install -p" CPPROG="cp -p"
%{_openmpi_unload}
# Install MPICH2 version
%{_mpich2_load}
make -C %{_mpi_compiler} install DESTDIR=%{buildroot} INSTALL="install -p" CPPROG="cp -p"
%{_mpich2_unload}
%files # All the serial (normal) binaries
%files lam # All lam linked files
%files openmpi # All openmpi linked files
%files mpich2 # All mpich2 linked files