spock
Flake8
spock | Flake8 | |
---|---|---|
12 | 33 | |
115 | 3,276 | |
1.7% | 1.0% | |
7.0 | 7.3 | |
6 months ago | 9 days ago | |
Python | Python | |
Apache License 2.0 | 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.
spock
- Managing complex configurations any other way would be highly illogical
- [D] Alternatives to fb Hydra?
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Why you should use Data Classes in Python
(Note: I wrote a library called spock that was originally based on dataclasses and then shifted to attrs. In the end attrs was just the better and more fully fledged library for what I needed so I’ve always preferred attrs over dataclasses since then)
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Is Spock-Config the only tool that integrates object-oriented config files and command-line interfaces?
Spock-Config allows one to create OO configuration files. That's how I roll. I currently use PYdantic settings and it's great. But it does not offer command-line re-configuration of what you have in the OO config file.
- My first Python project: reference finder
- Python 3.11 will now have tomllib - Support for Parsing TOML in the Standard Library
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Spock - Managing complex configurations any other way would be highly illogical...
Check out more in the docs or on GitHub
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[D] I'm new and scrappy. What tips do you have for better logging and documentation when training or hyperparameter training?
We wrote Spock which actually sits in the middle ground between Hydra and OmegaConf (I’m of the same opinion that Hydra does a little too much feature wise). You can do hierarchical composition within the markdown of any JSON, YAML, or TOML files by simply using the config argument. No code needed to merge. Docs are here if you’re interested.
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[D] Tools to avoid writing tons of scripts
Spock
Flake8
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To Review or Not to Review: The Debate on Mandatory Code Reviews
Automating code checks with static code analysis allows us to enforce code styling effectively. By integrating tools into our workflow, we can identify errors at an early stage, while coding instead of blocking us at the end. For instance, flake8 checks Python code for style and errors, eslint performs similar checks for JavaScript, and prettier automatically formats code to maintain consistency.
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Enhance Your Project Quality with These Top Python Libraries
Flake8. This library is a wrapper around pycodestyle (PEP8), pyflakes, and Ned Batchelder’s McCabe script. It is a great toolkit for checking your code base against coding style (PEP8), programming errors (like SyntaxError, NameError, etc) and to check cyclomatic complexity.
- Django Code Formatting and Linting Made Easy: A Step-by-Step Pre-commit Hook Tutorial
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Enhancing Python Code Quality: A Comprehensive Guide to Linting with Ruff
Flake8 combines the functionalities of the PyFlakes, pycodestyle, and McCabe libraries. It provides a streamlined approach to code linting by detecting coding errors, enforcing style conventions, and measuring code complexity.
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Which is your favourite or go-to YouTube channel for being up-to-date on Python?
He made yesqa and pyupgrade (among others), and also works on flake8. His main job is for https://sentry.io/.
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The Power of Pre-Commit for Python Developers: Tips and Best Practices
repos: - repo: https://github.com/psf/black rev: 21.7b0 hooks: - id: black language_version: python3.8 - repo: https://github.com/PyCQA/flake8 rev: 3.9.2 hooks: - id: flake8
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Is it considered rude to completely change the formatting of someone else's code when making a PR?
https://github.com/psf/black it’s a PEP8 compliant formatter for Python codebases. If you don’t like auto formatting files you can use https://github.com/PyCQA/flake8 it just lists out all of the style issues so you can fix them manually.
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Ruff: one Python linter to rule them all
I have no stake in that, but my observation is that the actual discussion appears to have both supporters and detractors rather than overwhelming support. Either way, it has nothing to do with whether or not it is realistic to say that Ruff is the "one Python linter to rule them all".
- Improve your Django Code with pre-commit
What are some alternatives?
gin-config - Gin provides a lightweight configuration framework for Python
Pylint - It's not just a linter that annoys you!
dvc - 🦉 ML Experiments and Data Management with Git
black - The uncompromising Python code formatter [Moved to: https://github.com/psf/black]
strictyaml - Type-safe YAML parser and validator.
autopep8 - A tool that automatically formats Python code to conform to the PEP 8 style guide.
reference-finder - Matches PDFs to sentences in text or docx file
pylama - Code audit tool for python.
labml - 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
autoflake - Removes unused imports and unused variables as reported by pyflakes
traitlets - A lightweight Traits like module
prospector - Inspects Python source files and provides information about type and location of classes, methods etc