Software in SD Desktop
When you log into the virtual desktop, you are guided to a digital workspace that looks like a computer screen. This workspace is powered by a type of operating system called Linux, and you can choose between two versions: Ubuntu 22 or CentOS 7 (dismissed in 2024). The virtual desktop comes with some basic tools or software that you can use right away (listed below). However, this basic toolkit provides you a rather limited set of open-source software.
The virtual desktop can also become a versatile research workspace designed to adapt to your specific needs via customization with:
SD Software installer: A simple application for easy software additions and customization.
Apptainer and Podman: For those with technical expertise, create customized containers for specialized software setups (advanced).
Please don't hesitate to contact CSC Service Desk if you have any questions about the software selection (subject: Sensitive Data). We can support you in your Desktop customization. Moreover, we are working on developing our services to provide proprietary software. Follow our webpage for constant updates.
Default software selection in SD Desktop
Below we list some of the most commonly used tools that are by default installed in SD Desktop machines. The list is not complete and there are small differences between different linux flavours.
- Python3 including packages: tensorflow, nltk, spacy, scikit-learn, seaborn, plotly, bokeh, pydot, xgboost, lightgbm, catboost, eli5, torch, keras, dist-keras, elephas, gensim, scrapy, beautifulsoup4, numpy, scipy, pandas, statsmodels, matplotlib, pyfuse3, crypt4gh, trio, httpx, qrcode
- R / RStudio Server
- Matching the r-env-singularity/4.0.5 module on Puhti (R 4.0.5 + RStudio Server 1.4.1106, Bioconductor 3.12)
- 1000+ pre-installed R packages (versions available on Apr 20, 2021)
- Intel® oneAPI Math Kernel Library (oneMKL)
- GIS software (PROJ, GDAL, SAGA)
- CUDA drivers
- TensorFlow (used with R TensorFlow back-end)
- R + RStudio Server versions matched with Puhti r-env-singularity module (R 4.0.5 + RStudio Server 1.4.1106, MRAN, Bioconductor 3.12)
Terminals and interfaces
Adding software: background information
The virtual desktops (or virtual machines) are intentionally isolated from the internet for security reasons. Consequently, the process of adding supplementary software and libraries is not straightforward. The absence of a network connection precludes the use of conventional installation tools such as git, coda, cpan or pip in their typical fashion, as these tools rely on external repositories. Furthermore, users on the SD Desktop do not possess the necessary superuser access to execute operations requiring elevated permissions. Adding extra software to SD Desktop is possible, but it involves converting the installation steps into special files. These files are then uploaded to SD Connect and copied to your SD Desktop for installation. For this process, we recommend using Apptainer containers for importing the software you need, but apptainer is the only option.
SD Software installer
SD Software installer provides an easy-to-use tool to add some commonly used software to SD Desktop (Eg. Rstudio 4.2.2, Whisper, VSCode and GATK). SD Software installer is based on installation scripts provided by CSC. Users can't add their own tools to the SD Software installer, but you can send requests for new tools to be added. - SD Software installer
Software customisation with Apptainer and Podman
If you want to add new software to your virtual machine independently, the most convenient way is to build an Apptainer container outside SD Desktop and then import the container through SD Connect to SD Desktop. The two documents below describe two sample cases on adding software with containers.
- Importing ready-made Apptainer containers from a public repository to SD Desktop
- Creating your own Apptainer container and importing it to SD Desktop
In Ubuntu22-based virtual machines you can use also Podman container manager. One of the benefits of Podman is that it can utilize Docker containers too.
Please don't hesitate to contact CSC Service Desk (subject: Sensitive Data). We can support you in your Desktop customization.