mutmut
awesome-flake8-extensions
mutmut | awesome-flake8-extensions | |
---|---|---|
4 | 4 | |
860 | 1,192 | |
- | - | |
6.9 | 6.4 | |
18 days ago | about 2 months ago | |
Python | ||
BSD 3-clause "New" or "Revised" License | GNU General Public License v3.0 or later |
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.
mutmut
-
Scientist: A Ruby library for carefully refactoring critical paths
I wrote one (https://github.com/boxed/scientist) as I found the existing ones very complicated and that just gives me a bad feeling. Since I'm the author of mutmut (https://github.com/boxed/mutmut), I also made sure my implementation was 100% mutation tested before I used it in production.
I used my implementation to replace number parsing in my work project: https://kodare.net/2021/04/04/safe_number_parsing.html
-
A Tale of Two Kitchens - Hypermodernizing Your Python Code Base
Mutmut introduces a clever approach to scrutinizing your tests. It evaluates the effectiveness of your test suite by slightly altering the code after the tests have been written. If a test fails after a minor change, that's a good sign; it means the test is robust enough to catch those changes. But if the test passes even after the code change, it indicates that the test isn't effectively detecting that alteration – this is what Mutmut terms a "surviving mutant."
- Boring Python: Code Quality
-
Python toolkits
mutmut for mutation testing.
awesome-flake8-extensions
-
A Tale of Two Kitchens - Hypermodernizing Your Python Code Base
Ultimately we want to test our code with Flake8 and plugins to enforce a more consistent code style and to encourage best practices. When you first introduce flake8 or a new plug-in commonly you have a lot of violations that you can silence with a #noqa comment. When you first introduce a new flake8 plugin, you will likely have a lot of violations, which you silence with #noqa comments. Over time these comments will become obsolete because you fixed the. yesqa will automatically remove these unnecessary #noqa comments.
-
Python toolkits
flake8 for linting along with following plugin (list of awesome plugin can be found here, but me and my teammates have selected the below one. Have linting but don't make it too hard.) flake8-black which uses black for code formatting check. flake8-isort which uses isort for separation of import in section and formatting them alphabetically. flake8-bandit which uses bandit for security linting. flake8-bugbear for finding likely bugs and design problems in your program. flake8-bugbear - Finding likely bugs and design problems in your program. pep8-naming for checking the PEP-8 naming conventions. mccabe for Ned’s script to check McCabe complexity flake8-comprehensions for writing better list/set/dict comprehensions.
-
Write better Python - with some help!
In addition to this out of the box -linting, there are loads of flake8 extensions that can help you with for example switching from .format() to using f-strings or checking that your naming follows the PEP8 guidelines. For example, adding flake8-length adds line length checking to the linting.
-
Standards to be aware of
And if you're using flake8, make sure to check out its plugins. Here's a good list: https://github.com/DmytroLitvinov/awesome-flake8-extensions
What are some alternatives?
cookiecutter-hypermodern-python - Hypermodern Python Cookiecutter
black - The uncompromising Python code formatter
reorder-python-imports - Rewrites source to reorder python imports
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
go-scientist
unimport - :rocket: The ultimate linter and formatter for removing unused import statements in your code. [Moved to: https://github.com/hakancelikdev/unimport]
Poetry - Python packaging and dependency management made easy
pep8-naming - Naming Convention checker for Python
hypothesis - Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
pyre-check - Performant type-checking for python.
pre-commit - A framework for managing and maintaining multi-language pre-commit hooks.
flakes - list of flake8 plugins and their codes