start:software:containers:singularity

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Singularity

Container is an executable environment that package up pieces of software in a way it is portable and reproducible. You can build a container on your personal laptop, copy it to the high-performance cluster (like MOGON 2) and execute it there. The next day you may decide to run the same container at another computational facility. Instead of compiling a code for some different cluster environment (different modules, different filesystems, etc.) from scratch, you just take the same container you've created the other day on your laptop. That is cool, isn't it? 8-)

Citing the official documentation of Singularity:

Singularity was created to run complex applications on HPC clusters in a simple, portable, and reproducible way.

It is an open-source project initiated at the Lawrence Berkeley National Laboratory. It is focused on:

  • Integration over isolation by default. Easily make use of GPUs, high speed networks, parallel filesystems on a cluster.
  • Portability and reproducibility of computations. The single file SIF container format is easy to transport and share.
  • A simple, effective security model. You are the same user inside a container as outside, and cannot gain additional privilege on the host system by default.
$ module load tools/Singularity/3.6.4-Go-1.14.1

Interactive usage

You can use Singularity in your interactive job. After starting the job, ssh to the dedicated nodes and change into the folder with your Singularity container. Most of the time, it has extension sif, so your container may be called my-fluffy-cow.sif. To start the shell inside this container, simply execute

$ singularity shell my-fluffy-cow.sif

Cross your fingers and if everything goes right, your prompt will tell you that you are inside the container now.

Usage as a "black box"

Other use cases are described in the official documentation here.

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  • start/software/containers/singularity.1610402833.txt.gz
  • Last modified: 2021/01/11 23:07
  • by ntretyak