Python Code Quality

Open-source Python projects categorized as Code Quality
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Topics: Python Linter Flake8 Qa static-code-analysis
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Top 17 Python Code Quality Projects

  • chisel

    Chisel is a collection of LLDB commands to assist debugging iOS apps. (by facebook)

    • Project mention: Xcode debugging cheatsheet | dev.to | 2024-02-04

  • Pylint

    It's not just a linter that annoys you!

    • Project mention: W1203: logging-fstring-interpolation (Solved) | dev.to | 2024-01-21

    A little introduction about pylint. Pylint is a static code analyzer, it analyses your code without actually running it. Pylint looks for potential errors, gives suggestions on coding standards that your code is not adhering to, potential places where refactoring might help, and also warnings about smelly code.

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  • wemake-python-styleguide

    The strictest and most opinionated python linter ever!

  • flake8-bugbear

    A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle.

    • Project mention: A Tale of Two Kitchens - Hypermodernizing Your Python Code Base | dev.to | 2023-11-12

    Bugbear is not specifically a security tool but serves as an effective guard against common coding errors and pitfalls. It pinpoints and rectifies frequent mistakes like setting a list as a default value for a parameter and cautions against such practices, enhancing code robustness.

  • betterscan-ce

    Code Scanning/SAST/Static Analysis/Linting using many tools/Scanners + OpenAI GPT with One Report (Code, IaC) - Betterscan Community Edition (CE)

  • PEP 8 Speaks

    A GitHub :octocat: app to automatically review Python code style over Pull Requests

  • ocstyle

    Objective-C style checker

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • gpt4docstrings

    Generating Python docstrings with OpenAI ChatGPT!!

    • Project mention: Translating Python Docstrings with Gpt4docstrings | news.ycombinator.com | 2023-11-27

  • ice-score

    [EACL 2024] ICE-Score: Instructing Large Language Models to Evaluate Code

    • Project mention: Large Language Models Are State-of-the-Art Evaluators of Code Generation | /r/BotNews | 2023-04-28

    Recent advancements in the field of natural language generation have facilitated the use of large language models to assess the quality of generated text. Although these models have shown promising results in tasks such as machine translation and summarization, their applicability in code generation tasks remains limited without human involvement. The complexity of programming concepts required for such tasks makes it difficult to develop evaluation metrics that align with human judgment. Token-matching-based metrics, such as BLEU, have demonstrated weak correlations with human practitioners in code generation tasks. Moreover, the utilization of human-written test suites to evaluate functional correctness can be challenging in domains with low resources. To overcome these obstacles, we propose a new evaluation framework based on the GPT-3.5 (\texttt{GPT-3.5-turbo}), for code generation assessments. Our framework addresses the limitations of existing approaches by achieving superior correlations with functional correctness and human preferences, without the need for test oracles or references. We evaluate the efficacy of our framework on two different tasks and four programming languages, comparing its performance with the state-of-the-art CodeBERTScore metric, which relies on a pre-trained model. Our results demonstrate that our framework surpasses CodeBERTScore, delivering high levels of accuracy and consistency across various programming languages and tasks. We also make our evaluation framework and datasets available to the public at \url{https://github.com/terryyz/llm-code-eval}, encouraging further research in the evaluation of code generation.

  • treeage

    Expose aging code by listing contents of repository in a tree-like format with eye-catching age metric.

  • flake8-todos

    Lint TODO comments in a Python code

  • ContrXT

    a tool for comparing the predictions of any text classifiers

  • flake8-length

    Flake8 plugin for a smart line length validation.

  • typeforce

    Make mypy more effective

  • flake8-warnings

    Python linter (flake8, pylint, CLI) that warns you about using deprecated modules, classes, and functions

  • pynalyzer

    Meta code analysis tool, bundling together multiple code analysis libs

    • Project mention: Check out pynalyzer - easy to use meta static code analysis bundle | /r/learnpython | 2023-07-06

    Here are the links: pypi: https://pypi.org/project/pynalyzer/ github: https://github.com/Devourian/pynalyzer Feel free to ask anything about it here and / or report an issue on GitHub, if something doesn't seem to work :)

  • Pixeebot

    Pixeebot finds security and code quality issues in your code and inbound pull requests and creates merge-ready pull requests with recommended fixes. Pixeebot integrates with third party security tools such as Sonar, Semgrep, and CodeQL to automatically fix findings from each tool's scans.

    • Project mention: Show HN: Pixeebot – a GitHub App that fixes your Sonar findings (Java/Python) | news.ycombinator.com | 2024-03-25

    https://github.com/pixee/pygoat/pull/2/files

    The changes aren't all super fancy, but we're orienting towards solving real problems and remediating issues -- grunt work you don't want to have to do, but compliance says you should (and you probably should)!

    Right now, we fix around 25 of the things that Sonar commonly finds (and a lot more that it doesn't find!). You can see the complete list of things we fix here:

    https://docs.pixee.ai/codemods/overview/

    I'll tell you, it's so much nicer to receive PRs than tool warnings.

    To try it out:

    1. Install the Pixeebot GitHub App on a Sonar-monitored GitHub repository

      - https://github.com/apps/pixeebot

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Code Quality related posts

Index

What are some of the best open-source Code Quality projects in Python? This list will help you:

Project Stars
1 chisel 9,088
2 Pylint 5,110
3 wemake-python-styleguide 2,426
4 flake8-bugbear 1,037
5 betterscan-ce 683
6 PEP 8 Speaks 603
7 ocstyle 255
8 gpt4docstrings 101
9 ice-score 60
10 treeage 38
11 flake8-todos 26
12 ContrXT 23
13 flake8-length 22
14 typeforce 20
15 flake8-warnings 11
16 pynalyzer 2
17 Pixeebot -

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