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Singularity is a container solution created for scientific and application workloads. The objective of this guide is to demonstrate how to use Singularity on the CHPC Lengau cluster.
The diagram below is a visual depiction of the Singularity work-flow process. This process can be categorised into two environments:
For more details please read the user manual: https://www.sylabs.io/guides/2.6/user-guide/index.html
Based on the image above, it is clear that the CHPC Lengau cluster will only provide a production (container execution) environment for the Singularity workflow. Therefore, users are only allowed to run already built containers images on this platform.
NB: Please note that the computes nodes on Lengau do not have access to the internet, which means that users will not be able to use the Singularity pull command. However, users can use the scp.chpc.ac.ca node to facilitate the transfer of images to and from the platform.
Using Singularity on Lengau can be summarised as a two-stage process:
Below is an example of a recipe file for building a Centos-7 image and installing mpich-3.2.1 inside that image. This also includes an MPI example code for hello world programs.
BootStrap: yum
OSVersion: 7
MirrorURL: http://mirror.centos.org/centos-%{OSVERSION}/%{OSVERSION}/os/$basearch/
Include: yum
UpdateURL: http://mirror.centos.org/centos-%{OSVERSION}/%{OSVERSION}/updates/$basearch/
%runscript
echo "This build MPICH-3.2.1 onto the base Centos7"
%post
echo -e "Installing vim, wget, bzip2, Development Tools and Infiniband Support"
yum -y install vim wget bzip2 git unzip
yum -y groupinstall "Development Tools"
yum -y groupinstall "Infiniband Support"
yum -y update
echo -e "Compiling mpich-3.2.1"
pushd /tmp
if [ ! -f /tmp/mpich-3.2.1.tar.gz ]; then
wget http://www.mpich.org/static/downloads/3.2.1/mpich-3.2.1.tar.gz
fi
tar -xf mpich-3.2.1.tar.gz
cd mpich-3.2.1
./configure --prefix=/usr/local
make -j 4
make install
mpicc examples/hellow.c -o /usr/local/bin/hellow
popd
rm -rf /tmp/mpich-3.2.1
echo -e "Install another Hello work"
cd /tmp
if [ ! -f /tmp/gh-pages.zip ]; then
wget https://github.com/wesleykendall/mpitutorial/archive/gh-pages.zip
fi
unzip gh-pages.zip
cd mpitutorial-gh-pages/tutorials/mpi-hello-world/code/
make clean
make
cp mpi_hello_world /usr/local/bin/
%runscript
# used with singularity run
echo "Running hello world"
exec hellow
# Alternative mpi singularity run
echo "Running hello world"
exec mpi_hello_world
Using the definition file above we can build a Singularity image on a system with singularity install and we have sudo privileges (i.e personal work station or VM). Use the command below to build the image: sudo singularity build $image_name $definition_file where $image_name is the name of the image your building and $definition_file with the filename for code provided above.
Once we've built our image we can then transfer it to the Lengau cluster.
rsync -azP $image_name $username@lengau.chpc.ac.za:$DIR_PATH
where $DIR_PATH is the location you want to store your image.