The signac project was launched in 2015 by the Glotzer Group at the University of Michigan. More background on the design philosophy and implementational concepts are published in volume 146 of the Journal of Computational Materials Science and in the Proceedings of the 17th Python in Science Conference...
The signac framework aids in the management of large and heterogeneous data spaces.