testbook
๐งช ๐ Unit test your Jupyter Notebooks the right way (by nteract)
pytest
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing (by pytest-dev)
testbook | pytest | |
---|---|---|
2 | 30 | |
399 | 11,402 | |
0.0% | 1.3% | |
0.0 | 9.8 | |
about 1 year ago | 1 day ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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
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.
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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.
pytest
Posts with mentions or reviews of pytest.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-31.
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Integrating Lab Equipment into pytest-Based Tests
In this blog post I want to demonstrate how my lab equipment such as a lab power supply or a digital multimeter (DMM) have been integrated into some pytest-based tests. Would love to get your feedback and thoughts! ๐
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The Uncreative Software Engineer's Compendium to Testing
Pytest: is a third-party testing framework that supports fixtures, parameterized testing, and easy test discovery while having room to add plugins to extend its functionality.
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pytest VS vedro - a user suggested alternative
2 projects | 16 Jul 2023
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TDD vs BDD - A Detailed Guide
Next, you need to install a testing framework that will be used for performing unit testing in your project. Several testing frameworks are available depending on the programming language used to create an application. For example, JUnit is commonly used for Java apps, pytest for Python apps, NUnit for .NET apps, Jest for JavaScript apps, and so on. Weโll use the Jest framework for this tutorial since we are using JavaScript.
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Is there a way to automate testing in python? In my case :
Yea, read through the pytest docs.
- Testing an automation framework
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Pytest Tips and Tricks
I absolutely agree about fixtures-as-arguments thing. Ward does this a lot better, using default values for the fixture factory. There's a long issue on ideas to implement something like that as a pytest plugin (https://github.com/pytest-dev/pytest/issues/3834), but it seems the resulting plugin relies on something of a hack.
- 2023 Development Tool Map
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Is my merge sort right?
I recommend writing a few tests. py.test makes that quite simple:
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How to raise the quality of scientific Jupyter notebooks
Since ITK's inception in 1999, there has been a focus on engineering practices that result in high-quality software. High-quality scientific software is driven by regression testing. The ITK project supported the development of CTest and CDash unit testing and software quality dashboard tools for use with the CMake build system. In the Python programming language, the pytest test driver helps developers write small, readable scripts that ensure their software will continue to work as expected. However, pytest can only test Python scripts by default, and errors in untested computational notebooks are more common than well-tested Python code.
What are some alternatives?
When comparing testbook and pytest you can also consider the following projects:
pytest-cov - Coverage plugin for pytest.
nose2 - The successor to nose, based on unittest2
best-of-python-dev - ๐ A ranked list of awesome python developer tools and libraries. Updated weekly.
Robot Framework - Generic automation framework for acceptance testing and RPA
dirty-equals - Doing dirty (but extremely useful) things with equals.
Behave - BDD, Python style.
papermill - ๐ Parameterize, execute, and analyze notebooks
Slash - The Slash testing infrastructure
pudb - Full-screen console debugger for Python
hypothesis - Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
ITKIOScanco - ITK Image IO for Scanco MicroCT .ISQ files
nose - nose is nicer testing for python