nbval VS testbook

Compare nbval vs testbook and see what are their differences.

nbval

A py.test plugin to validate Jupyter notebooks (by computationalmodelling)
ipython-notebook jupyter-notebook Python Testing pytest-plugin Pytest
Source Code
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testbook

🧪 📗 Unit test your Jupyter Notebooks the right way (by nteract)
jupyter-notebook unit-testing Pytest Nteract Python testbook
Source Code
testbook.readthedocs.io
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nbval testbook
1 2
431 399
0.7% 0.0%
6.1 0.0
about 2 months ago about 1 year ago
Python Python
GNU General Public License v3.0 or later BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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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.

nbval

Posts with mentions or reviews of nbval. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-11.

testbook

Posts with mentions or reviews of testbook. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-11.
  • How to raise the quality of scientific Jupyter notebooks
    9 projects | dev.to | 11 Jan 2023
    testbook is maintained by the nteract community, and is good for testing functions written inside notebooks
  • Unit testing Python code in Jupyter notebooks
    1 project | dev.to | 22 Mar 2021
    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.

What are some alternatives?

When comparing nbval and testbook you can also consider the following projects:

pytest-sugar - a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail instantly)

pytest-cov - Coverage plugin for pytest.

nbmake - 📝 Pytest plugin for testing notebooks

best-of-python-dev - 🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.

pytest-langchain - ✅ Pytest-style test runner for langchain projects

dirty-equals - Doing dirty (but extremely useful) things with equals.

python-testing - Exercises to learn best practice of writing tests in Python

papermill - 📚 Parameterize, execute, and analyze notebooks

ITKIOScanco - ITK Image IO for Scanco MicroCT .ISQ files

pudb - Full-screen console debugger for Python

ITKElastix - An ITK Python interface to elastix, a toolbox for rigid and nonrigid registration of images

nbval vs pytest-sugar testbook vs pytest-cov nbval vs nbmake testbook vs best-of-python-dev nbval vs pytest-langchain testbook vs dirty-equals nbval vs python-testing testbook vs papermill nbval vs ITKIOScanco testbook vs pudb nbval vs ITKElastix testbook vs ITKIOScanco