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
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 as gfortran does not fully support Fortran 77). To do this, the files of MPI compilers MUST be installed in the following directories:
| File type | Placement |
|---|---|
| Binaries | %{_bindir}/%{name}-%{_arch}%{?_cc_name_suffix}/
|
| Libraries | %{_libdir}/%{name}%{?_cc_name_suffix}/
|
| Fortran modules | %{_fmoddir}/%{name}%{?_cc_name_suffix}/
|
| Architecture specific Python modules | %{python_sitearch}/%{name}%{?_cc_name_suffix}/
|
| Config files | %{_sysconfdir}/%{name}-%{_arch}%{?_cc_name_suffix}/
|
Here %{?_cc_name_suffix} is null when compiled with the normal {gcc,g++,gfortran} combination, but would be e.g. -gcc34 for {gcc34,g++34,g77}.
As include files and manual pages are bound to overlap between different MPI implementations, they MUST also placed outside normal directories. It is possible that some man pages or include files (either those of the MPI compiler itself or of some MPI software installed in the compiler's directory) are architecture specific (e.g. a definition on a 32-bit arch differs from that on a 64-bit arch), the directories that MUST be used are as follows:
| File type | Placement |
|---|---|
| Man pages | %{_mandir}/%{name}-%{_arch}%{?_cc_name_suffix}/
|
| Include files | %{_includedir}/%{name}-%{_arch}%{?_cc_name_suffix}/
|
Architecture and compiler (%{?_cc_name_suffix}) independent parts (except headers which go into -devel) MUST be placed in a -common subpackage that is BuildArch: noarch on >= Fedora 11.
The MPI compiler's spec file MUST support the use of the following variables to compile with other compilers
# 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 file MUST also set some helper variables (primarily for use in spec files):
| Variable | Value | Explanation |
|---|---|---|
MPI_BIN |
%{_bindir}/%{name}-%{_arch}%{?_opt_cc_suffix}/ |
Binaries compiled against the MPI stack |
MPI_SYSCONFIG |
%{_sysconfdir}/%{name}-%{_arch}%{?opt_cc_suffix}/ |
MPI stack specific configuration files |
MPI_FORTRAN_MOD_DIR |
%{_fmoddir}/%{name}%{?_opt_cc_suffix}/ |
MPI stack specific Fortran module directory |
MPI_INCLUDE |
%{_includedir}/%{name}-%{_arch}%{?_opt_cc_suffix}/ |
MPI stack specific headers |
MPI_LIB |
%{_libdir}/%{name}%{?_opt_cc_suffix}/ |
Libraries compiled against the MPI stack |
MPI_MAN |
%{_mandir}/%{name}-%{_arch}%{?_opt_cc_suffix}/ |
MPI stack specific man pages |
MPI_PYTHON_SITEARCH |
%{python_sitearch}/%{name}%{?_cc_name_suffix}/ |
MPI stack specific Python modules |
MPI_COMPILER |
%{name}-%{_arch}%{?_cc_name_suffix} |
Helper variable for use in e.g. spec files |
MPI_SUFFIX |
%{?_cc_name_suffix}_%{name} |
The suffix used for programs compiled against the MPI stack |
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
%_openmpi_load \
. /etc/profile.d/modules.sh; \
module load openmpi-%{_arch}; \
export CFLAGS="$CFLAGS %{optflags}";
%_openmpi_unload \
. /etc/profile.d/modules.sh; \
module unload openmpi-%{_arch};
loading and unloading the compiler in spec files is as easy as %{_openmpi_load} and %{_openmpi_unload}.
If the environment module sets compiler flags such as CFLAGS (thus overriding the ones exported in %configure, the RPM macro MUST make them use the Fedora optimization flags %{optflags} once again (as in the example above in which the openmpi-%{_arch} module sets CFLAGS).
Packaging of MPI software
Software that supports MPI MUST be packaged also in serial mode [i.e. no MPI], if it is supported by upstream. (for instance: foo).
If possible, the packager MUST package versions for each MPI compiler in Fedora (e.g. if something can only be built with mpich2 and mvapich2, then lam and openmpi packages do not need to be made).
MPI implementation specific files MUST be installed in the directories used by the used MPI compiler ($MPI_BIN, $MPI_LIB and so on).
Option: No binary suffixes As the binaries are placed in MPI implementation specific directories and become available only upon loading of the MPI module in question, there is no need for binary suffixing. MUST: The MPI enabled binaries have the same names as the serial ones, thus overriding them as an MPI module is loaded. (The user can then run $ mpirun -np 4 foo regardless of the MPI module in use.)
Second option: Binary suffixes
The binaries MUST be suffixed with $MPI_SUFFIX (e.g. _openmpi for Open MPI, _mpich2 for MPICH2 and _lam for LAM/MPI). This is for two reasons: the serial version of the program can still be run when an MPI module is loaded and the user is always aware of the version s/he is running. This does not need to hurt the use of shell scripts:
# Which MPI implementation do we use?
#module load lam-i386
#module load openmpi-i386
module load mpich2-i386
# Run preprocessor
foo -preprocess < foo.in
# Run calculation
mpirun -np 4 foo${MPI_SUFFIX}
# Run some processing
mpirun -np 4 bar${MPI_SUFFIX} -process
# Collect results
bar -collect
The MPI enabled bits MUST be placed in a subpackage with the suffix denoting the MPI compiler used (for instance: foo-openmpi for Open MPI [the traditional MPI compiler in Fedora] or foo-mpich2 for MPICH2). For directory ownership and to guarantee the pickup of the correct MPI runtime, the MPI subpackages MUST require the correct MPI compiler's runtime package.
Each MPI build of shared libraries SHOULD have a separate -libs subpackage for the libraries (e.g. foo-mpich2-libs). As in the case of MPI compilers, NO library configuration (in /etc/ld.so.conf.d) MUST be made.
In case the headers are the same regardless of the compilation method and architecture (e.g. 32-bit serial, 64-bit Open MPI, MPICH2), they MUST be split into a separate -headers subpackage (e.g. 'foo-headers'). Fortran modules are architecture specific and as such are placed in the (MPI implementation specific) -devel package (foo-devel for the serial version and foo-openmpi-devel for the Open MPI version).
Each MPI build MUST have a separate -devel subpackage (e.g. foo-mpich2-devel) that includes the development libraries and Requires: %{name}-headers if such a package exists. The goal is to be able to install and develop using e.g. 'foo-mpi-devel' without needing to install e.g. mpich2 and lam or the serial version of the package.
Files must be shared between packages as much as possible. Compiler independent parts, such as data files in %{_datadir}/%{name} and man files MUST be put into a -common subpackage that is required by all of the binary packages (the serial package and all of the MPI packages).
A sample spec file
Name: foo
Requires: %{name}-common = %{version}-%{release}
%package common
%package lam
BuildRequires: lam-devel
# Require explicitly for dir ownership and to guarantee the pickup of the right runtime
Requires: lam
Requires: %{name}-common = %{version}-%{release}
%package mpi
BuildRequires: openmpi-devel
# Require explicitly for dir ownership and to guarantee the pickup of the right runtime
Requires: openmpi
Requires: %{name}-common = %{version}-%{release}
%package mpich2
BuildRequires: mpich2-devel
# Require explicitly for dir ownership and to guarantee the pickup of the right runtime
Requires: mpich2
Requires: %{name}-common = %{version}-%{release}
%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 common # All files shared between the serial and different MPI versions
%files lam # All lam linked files
%files openmpi # All openmpi linked files
%files mpich2 # All mpich2 linked files
Required changes
The MPI compilers currently in Fedora (LAM, OpenMPI, MPICH2) must be modified to conform to the guideline.
After that, all of the MPI enabled packages in Fedora must be modified to build packages for all of the compilers currently available. Some care must be taken that pre-existing -mpi packages get replaced by new -openmpi packages.
The user experience will change somewhat from the current state, as MPI commands cannot be run without first loading the necessary module. The possible change in the binary naming (_mpi -> _openmpi) of packages may also affect users. It is best that these changes are made at the same time to minimize user dismay.
EPEL
The MPI compilers available in EPEL MUST be made compliant to this Guideline. However, LAM/MPI and Open MPI are packages in RHEL, and cannot be touched. The problem is that currently RHEL 4 and RHEL 5 use 'mpi-selector' instead of environment modules. Having two systems is, at best, inconvenient:
BuildRequires: openmpi-devel
# Check for mpi-selector or environment-modules
%global selector 0
%global modules 0
%if 0%{?fedora} > 9
%global modules 1
%endif
%if 0%{?rhel} == 4 || 0%{?rhel} == 5
%global selector 1
%endif
%if %modules == 1
BuildRequires: environment-modules
%endif
%if %selector == 1
BuildRequires: mpi-selector
%endif
%prep
%setup -q
%build
# Load MPI enviroment
%if %modules == 1
. /etc/profile.d/modules.sh
module load %{_libdir}/openmpi/*/openmpi.module
%endif
%if %selector == 1
# Set MPI environment
mpi-selector --set `mpi-selector --list | grep openmpi`
source /etc/profile.d/mpi-selector.sh
%endif
%configure --enable-mpi
make %{?_smp_mflags}
As it is improbable that RHEL 4 and 5 will switch mid-release to environment-modules instead of mpi-selector, it would be best to provide some wrapper packages in EPEL for lam and openmpi that would contain the environment module, the RPM macros and own the necessary directories. Then the only conditional necessary for building MPI packages for EPEL would be
%if 0%{?rhel} == 4 || 0%{?rhel} == 5
BuildRequires: environment-module-openmpi
Requires: environment-module-openmpi
%endif
(or whatever is the name of the wrapper package we end up with). Otherwise the build process would be the same as sketched above in the guideline.