GSoC 2022 Projects
signac - Google Summer of Code 2022This page contains project ideas for students applying to the Google Summer of Code 2022. We recommend that prospective students join our Slack workspace to discuss project proposals. Be sure to read our Code of Conduct - respect is important and you will be working with a team from many backgrounds.
signac is a data management framework named after the painter Paul Signac, whose colorful pointillist style resembles a collection of data "points". The signac framework is designed to help researchers design, manage, and execute computational studies. The core data management package signac helps users track data and metadata for file-based workflows (e.g. large molecular simulations) with features for searchability, collaboration, reproducibility, and archival.
The companion package signac-flow automates workflow submission on high performance computing clusters operated by universities, companies, and federal research labs. The architecture of signac is specifically aimed at research, where questions change rapidly, data models are always in flux, and computing infrastructure varies widely from project to project. Portability and fast prototypes are signac's strong suit -- compute some jobs, analyze the outputs, write a paper, and archive the data. The signac framework is available for Python 3.6+, can be installed with pip or conda, and is licensed BSD-3.
To learn more about signac, check out the signac website and framework documentation. You can also follow @signacdata on Twitter.
Above all else, we are looking for an enthusiastic student who is willing to learn and works well with our team. The signac framework is written in Python 3 and our organization relies on git, so basic familiarity in both Python and git is valuable.
We recommend you take a look at a "good first issue" to acquaint yourself with the project and our development process.
Note that the signac framework has a few separate repositories where issues are filed:
- signac, core data management package
- signac-flow, workflow automation
- signac-dashboard, rapid data visualization in a browser
- signac-docs, the central documentation repository
- signac-examples, a set of example projects
We are currently writing our project proposals -- check back soon.
- Learn to automate and scale computational workflows from laptops to the world's largest supercomputers
- Improve your skills in designing user-centered APIs, working on collaborative teams, and using scientific Python
- Work on a project that will be used by scientific researchers at institutions around the globe
- Work with a friendly team!
Our development team is distributed across several time zones, and we have an active Slack workspace, biweekly video calls, and biweekly development "sprints" to coordinate our efforts.