Sermos Tools

Tool Catalog for use in Sermos applications.

Philosophy

There are countless tasks that take place in a typical 'data science enabled' workflow and many of them are common. Sermos Tools are intended to provide instant access to tooling that accomplishes those common tasks so you can move quickly and with confidence. A Sermos Tool has been tested in production, comes with specific python requirements and with a curated Docker environment to ensure the tool runs in a containerized environment (without you fighting with underlying system dependencies!).

Building a Tool

TODO Add details!

Testing

Testing is a critical part of the Sermos Tools ecosystem. Every tool that is accepted into the production Tool Catalog must have appropriate tests with reasonable test coverage and hygeine.

Run Tests

To run the tests, ensure you've installed the test extras (pip install -e .[test]). Sermos currently supports Python 3.7+.

Run tests for all tools:

$ tox

To run tests for one or more select tests, provide a comma-separated list of environment names, which match the name of the tools/{{dirname}}

$ tox -e date_extractor,hasher

Contributors

Thank you to everyone who has helped in our quest to put machine learning to work in the real-world!

• Kevin Lyons
• Alejandro Mesa
• Cassie Borish
• Vickram Premakumar
• Aral Tasher
• Akshay Pakhle
• Gilman Callsen
• Your Name Here!