Scythe is a library of tools that generate summaries of the data contained in scientific data files. The goal of Scythe is to provide a shared resources of these tools ("extractors") to avoid duplication of effort between the many emerging materials databases. Each extractor is designed to generate the sum of all data needed by each of these databases with a uniform API so that specific projects can write simple adaptors for their needs.
Install using an up-to-date version of pip on version 3.8 or higher of Python:
pip install scythe-extractorsEach specific extractor module has its own set of required libraries.
Given that some modules have extensive dependencies, we do not install all of them automatically.
You can install them either module-by-module using the pip "extras" installation (e.g.,
pip install scythe-extractors[image]"),
or install all extractors with
pip install scythe-extractors[all]".
If you wish to develop new features using Scythe, please consult the Contributor Guide that will walk you through installing Poetry and the Scythe dependencies.
- Complete documentation for Scythe is on Read the Docs.
- List of Available Extractors
This work was performed in partnership with Citrine Informatics. This was also performed under financial assistance award 70NANB14H012 from U.S. Department of Commerce, National Institute of Standards and Technology as part of the Center for Hierarchical Material Design (CHiMaD). This work was also supported by the National Science Foundation as part of the Midwest Big Data Hub under NSF Award Number: 1636950 "BD Spokes: SPOKE: MIDWEST: Collaborative: Integrative Materials Design (IMaD): Leverage, Innovate, and Disseminate".