testbook
nbmake
| testbook | nbmake | |
|---|---|---|
| 2 | 2 | |
| 399 | 172 | |
| 0.0% | 1.7% | |
| 0.0 | 7.4 | |
| about 1 year ago | about 2 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
testbook
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How to raise the quality of scientific Jupyter notebooks
testbook is maintained by the nteract community, and is good for testing functions written inside notebooks
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Unit testing Python code in Jupyter notebooks
The testbook project is a different take on notebook unit testing. It allows you to refer to your notebooks in pure Python code from outside a notebook. This allows you to use any testing framework you like (for example, pytest, or unittest) in separate Python modules. You may have a situation where allowing users to modify and update notebook code is the best way to keep code updated and to allow for flexibility for end users. But you may prefer that the code still be tested and verified separately. Testbook makes this an option.
nbmake
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How to raise the quality of scientific Jupyter notebooks
nbmake is a pytest plugin that enables developers to verify that Jupyter notebook files run without error. This lets teams keep notebook-based documents and research up to date in an evolving project.
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How to Test Jupyter Notebooks with Pytest and Nbmake
This tutorial describes how you can use the pytest plugin nbmake to automate end-to-end testing of notebooks.
What are some alternatives?
pytest-cov - Coverage plugin for pytest.
nbmake-examples - Example repo showing how to test Jupyter Notebooks with nbmake and Semaphore CI
best-of-python-dev - 🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.
pytudes - Python programs, usually short, of considerable difficulty, to perfect particular skills.
dirty-equals - Doing dirty (but extremely useful) things with equals.
sparkmagic - Jupyter magics and kernels for working with remote Spark clusters
papermill - 📚 Parameterize, execute, and analyze notebooks
docker-stacks - Ready-to-run Docker images containing Jupyter applications
pudb - Full-screen console debugger for Python
jupyter-book - Create beautiful, publication-quality books and documents from computational content.
ITKIOScanco - ITK Image IO for Scanco MicroCT .ISQ files
nbval - A py.test plugin to validate Jupyter notebooks