The signac framework helps users manage and scale file-based workflows, facilitating data reuse, sharing, and reproducibility. It provides a simple and robust data model to create a well-defined indexable storage layout for data and metadata. This makes it easier to operate on large data spaces, streamlines post-processing and analysis and makes data collectively accessible.

Development and deployment supported by MICCoM, as part of the Computational Materials Sciences Pro- gram funded by the U.S. Department of Energy, Office of Science, Basic Energy Sciences, Materials Sciences and Engineering Division, under Subcontract No. 6F-30844. Project conceptualization and implementation supported by the National Science Foundation, Award # DMR 1409620.