A Comprehensive Guide to the Top 7 Python Testing Frameworks

https://www.tumblr.com/webappinsights/780978087921844224/a-comprehensive-guide-to-the-top-7-python-testing

Explore the top 7 Python testing frameworks that ensure code reliability, efficiency, and maintainability. This guide helps developers choose the right tools to streamline their testing process in 2025.

#PythonTesting
#TestingFrameworks
#PythonDevelopers
#SoftwareTesting
#AutomationTesting
#PythonTools
#QA
#UnitTesting
#Python2025
#TestAutomation
#CodeQuality
#DevTools
#CleanCode
#PyTest
#TDD

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💬 0  🔁 0  ❤️ 0 · A Comprehensive Guide to the Top 7 Python Testing Frameworks · In today’s fast-paced development landscape, delivering high-quality, bug-free software is a non-negotiable requireme…

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Qt Unit Testing Visualization: Robustly Testing Chart Generation
Qt Unit Testing Visualization: Learn effective techniques for testing chart generation in Qt apps. Rigorous testing ensures reliable & automated results for higher quality visualizations. #QtUnitTesting #SoftwareTesting #ChartTesting #MatplotlibTesting #PythonTesting #UnitTestingTechniques
https://tech-champion.com/programming/python-programming/qt-unit-testing-visualization-robustly-testing-chart-generation/

Did you know that it is possible to do conditional code coverage analysis?

See: https://github.com/wemake-services/coverage-conditional-plugin

#python #pytest #pytestcov #coveragepy #pythontesting

GitHub - wemake-services/coverage-conditional-plugin: Conditional coverage based on any rules you define!

Conditional coverage based on any rules you define! - wemake-services/coverage-conditional-plugin

GitHub

How I usually add logs to #pytest output

#python #pythondev #pythontesting

which time mocking library do you use on python, and why?

#python #pythontesting #pollfordevs

freezegun
50%
time-machine
16.7%
libfaketime
0%
something else
33.3%
Poll ended at .

Just discovered that there's another time mocking library for python apart from freezegun: time-machine.

https://adamj.eu/tech/2020/06/03/introducing-time-machine/

I found out this solely because freezegun gave a "DeprecationWarning: datetime.utcfromtimestamp() is deprecated" on python 3.12 and read from this https://github.com/spulec/freezegun/pull/511 that people have been switching to time-machine.

The time-machine seems to work well. It also claims to give speed improvements.

#python #testing #pytest #pythontesting

Introducing time-machine, a New Python Library for Mocking the Current Time - Adam Johnson

Whilst writing Speed Up Your Django Tests, I wanted to add a section about mocking the current time. I knew of two libraries for such mocking, but I found it hard to pick one to recommend due to the trade-offs in each. So I delayed adding that section and shaved a rather large yak by writing a third library.

While you wait for your Python tests to become green, your hair is turning grey 👵 ?

Louisa von Hülsen knows how to speed up your tests. She will talk about pytest-xdist and the challenges she faced during implementation. Join her to learn how to best save Python development time!

#PythonPizzaHH2023 #PythonTesting #Pytest #Python

pytest-check 2.1.2 : documentation update and small cleanup.

However, 2.1.1 has `check.call_on_fail(func)`
This allows real time reporting as well as logging system integration.
See examples/test_example_logging.py

#pytest #pythontesting

@brianokken PEP 387 has what seems to be a carefully thought out procedure.
https://peps.python.org/pep-0387/
#PythonTesting
PEP 387 – Backwards Compatibility Policy | peps.python.org

This PEP outlines Python’s backwards compatibility policy.

Python Enhancement Proposals (PEPs)

pytest-check 2.0.0b1 available to test.

pip install pytest-check --pre

Change modifies default behavior and deprecates a flag (a new flag, but still).

Reasons: makes it by default faster.

- new `--check-max-tb=0` flag replaces `--check-no-tb`.
- default is for check-max-tb=1

PR: https://github.com/okken/pytest-check/pull/110

I'd love to hear feedback.😀

Speak now or forever (you know how it goes ) file issues without reading the README or the Changelog. 😩 Is that too real for a holiday?

#pytest #pythontesting

2.0.0 - new --check-max-tb, defaults to 1, deprecate --check-no-tb by okken · Pull Request #110 · okken/pytest-check

The default behavior has changed. Since --check-max-tb=1 is the default, the default behavior is now: Show traceback for the first failure per test. (controlled by --check-max-tb, default is 1) Sh...

GitHub