best-of-python-dev/README.md
2023-05-11 14:20:52 +00:00

3005 lines
147 KiB
Python
Raw Blame History

This file contains invisible Unicode characters

This file contains invisible Unicode characters that are indistinguishable to humans but may be processed differently by a computer. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

<!-- markdownlint-disable -->
<h1 align="center">
Best-of Python Developer Tools
<br>
</h1>
<p align="center">
<strong>🏆&nbsp; A ranked list of awesome python developer tools and libraries. Updated weekly.</strong>
</p>
<p align="center">
<a href="https://best-of.org" title="Best-of Badge"><img src="http://bit.ly/3o3EHNN"></a>
<a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-270-blue.svg?color=5ac4bf"></a>
<a href="#Contribution" title="Contributions are welcome"><img src="https://img.shields.io/badge/contributions-welcome-green.svg"></a>
<a href="https://github.com/ml-tooling/best-of-python-dev/releases" title="Best-of Updates"><img src="https://img.shields.io/github/release-date/ml-tooling/best-of-python-dev?color=green&label=updated"></a>
<a href="https://mltooling.substack.com/subscribe" title="Subscribe to newsletter"><img src="http://bit.ly/2Md9rxM"></a>
<a href="https://twitter.com/mltooling" title="Follow on Twitter"><img src="https://img.shields.io/twitter/follow/mltooling.svg?style=social&label=Follow"></a>
</p>
This curated list contains 270 awesome open-source projects with a total of 810K stars grouped into 16 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
---
<p align="center">
🧙&nbsp; Discover other <a href="https://best-of.org">best-of lists</a> or create <a href="https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md">your own</a>.<br>
📫&nbsp; Subscribe to our <a href="https://mltooling.substack.com/subscribe">newsletter</a> for updates and trending projects.
</p>
---
## Contents
- [Linters & Style Checkers](#linters--style-checkers) _43 projects_
- [Code Formatters](#code-formatters) _7 projects_
- [Code Refactoring](#code-refactoring) _18 projects_
- [Code Security](#code-security) _8 projects_
- [Virtual Environments](#virtual-environments) _10 projects_
- [Dependency & Package Managers](#dependency--package-managers) _11 projects_
- [Code Metrics & Complexity](#code-metrics--complexity) _6 projects_
- [Logging](#logging) _21 projects_
- [Shell](#shell) _2 projects_
- [Documentation](#documentation) _29 projects_
- [Debugging Tools](#debugging-tools) _14 projects_
- [Testing Tools](#testing-tools) _43 projects_
- [Code Packaging](#code-packaging) _16 projects_
- [Build Tools](#build-tools) _14 projects_
- [System Monitoring & Profiling](#system-monitoring--profiling) _18 projects_
- [AST Tools](#ast-tools) _6 projects_
- [Others](#others) _1 projects_
## Explanation
- 🥇🥈🥉&nbsp; Combined project-quality score
- &nbsp; Star count from GitHub
- 🐣&nbsp; New project _(less than 6 months old)_
- 💤&nbsp; Inactive project _(6 months no activity)_
- 💀&nbsp; Dead project _(12 months no activity)_
- 📈📉&nbsp; Project is trending up or down
- &nbsp; Project was recently added
- &nbsp; Warning _(e.g. missing/risky license)_
- 👨💻&nbsp; Contributors count from GitHub
- 🔀&nbsp; Fork count from GitHub
- 📋&nbsp; Issue count from GitHub
- &nbsp; Last update timestamp on package manager
- 📥&nbsp; Download count from package manager
- 📦&nbsp; Number of dependent projects
- <img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13">&nbsp; Flake8 related project
- <img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13">&nbsp; Pytest related project
- <img src="https://www.pylint.org/ico/favicon.ico" style="display:inline;" width="13" height="13">&nbsp; Pylint related project
- <img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13">&nbsp; Sphinx related project
- <img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13">&nbsp; MkDocs related project
<br>
## Linters & Style Checkers
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/python/mypy">mypy</a></b> (🥇46 · 15K · 📈) - Optional static typing for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/python/mypy) (👨💻 650 · 🔀 2.5K · 📦 190K · 📋 9.1K - 27% open · 11.05.2023):
```
git clone https://github.com/python/mypy
```
- [PyPi](https://pypi.org/project/mypy) (📥 14M / month · 📦 8.6K · 14.11.2022):
```
pip install mypy
```
- [Conda](https://anaconda.org/conda-forge/mypy) (📥 3M · 10.05.2023):
```
conda install -c conda-forge mypy
```
</details>
<details><summary><b><a href="https://github.com/pylint-dev/pylint">pylint</a></b> (🥇43 · 4.7K) - Its not just a linter that annoys you!. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code></summary>
- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 520 · 🔀 1K · 📦 360K · 📋 4.9K - 14% open · 11.05.2023):
```
git clone https://github.com/PyCQA/pylint
```
- [PyPi](https://pypi.org/project/pylint) (📥 13M / month · 📦 23K · 22.01.2023):
```
pip install pylint
```
- [Conda](https://anaconda.org/conda-forge/pylint) (📥 4.1M · 06.05.2023):
```
conda install -c conda-forge pylint
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/flake8">flake8</a></b> (🥇40 · 2.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/flake8) (👨💻 170 · 🔀 280 · 📦 450K · 📋 1.5K - 1% open · 09.05.2023):
```
git clone https://github.com/PyCQA/flake8
```
- [PyPi](https://pypi.org/project/flake8) (📥 22M / month · 📦 45K · 23.11.2022):
```
pip install flake8
```
- [Conda](https://anaconda.org/conda-forge/flake8) (📥 6.1M · 25.11.2022):
```
conda install -c conda-forge flake8
```
</details>
<details><summary><b><a href="https://github.com/microsoft/pyright">pyright</a></b> (🥇37 · 10K) - Static Type Checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/microsoft/pyright) (👨💻 92 · 🔀 990 · 📥 310 · 📦 500 · 📋 4K - 0% open · 11.05.2023):
```
git clone https://github.com/Microsoft/pyright
```
- [npm](https://www.npmjs.com/package/pyright) (📥 530K / month):
```
npm install pyright
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pycodestyle">pycodestyle</a></b> (🥇37 · 4.8K) - Simple Python style checker in one Python file. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code></summary>
- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 130 · 🔀 700 · 📦 340K · 📋 710 - 16% open · 09.05.2023):
```
git clone https://github.com/PyCQA/pycodestyle
```
- [PyPi](https://pypi.org/project/pycodestyle) (📥 29M / month · 📦 12K · 23.11.2022):
```
pip install pycodestyle
```
- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 6.3M · 24.11.2022):
```
conda install -c conda-forge pycodestyle
```
</details>
<details><summary><b><a href="https://github.com/wemake-services/wemake-python-styleguide">wemake-python-styleguide</a></b> (🥈34 · 2.2K) - The strictest and most opinionated python linter ever!. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 180 · 🔀 370 · 📦 15K · 📋 1.1K - 10% open · 05.05.2023):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 270K / month · 📦 51 · 27.09.2022):
```
pip install wemake-python-styleguide
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pyflakes">pyflakes</a></b> (🥈34 · 1.3K) - A simple program which checks Python source files for errors. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 84 · 🔀 170 · 📦 220K · 📋 500 - 11% open · 25.04.2023):
```
git clone https://github.com/PyCQA/pyflakes
```
- [PyPi](https://pypi.org/project/pyflakes) (📥 21M / month · 📦 14K · 24.11.2022):
```
pip install pyflakes
```
- [Conda](https://anaconda.org/conda-forge/pyflakes) (📥 6.1M · 24.11.2022):
```
conda install -c conda-forge pyflakes
```
</details>
<details><summary><b><a href="https://github.com/davidhalter/parso">parso</a></b> (🥈33 · 540) - A Python Parser. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/davidhalter/parso) (👨💻 46 · 🔀 92 · 📦 300K · 📋 110 - 7% open · 14.02.2023):
```
git clone https://github.com/davidhalter/parso
```
- [PyPi](https://pypi.org/project/parso) (📥 18M / month · 📦 6K · 30.11.2021):
```
pip install parso
```
- [Conda](https://anaconda.org/conda-forge/parso) (📥 14M · 01.12.2021):
```
conda install -c conda-forge parso
```
</details>
<details><summary><b><a href="https://github.com/google/pytype">pytype</a></b> (🥈32 · 4.2K) - A static type analyzer for Python code. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/google/pytype) (👨💻 92 · 🔀 270 · 📋 610 - 19% open · 08.05.2023):
```
git clone https://github.com/google/pytype
```
- [PyPi](https://pypi.org/project/pytype) (📥 260K / month · 📦 130 · 31.01.2023):
```
pip install pytype
```
- [Conda](https://anaconda.org/conda-forge/pytype) (📥 160K · 09.05.2023):
```
conda install -c conda-forge pytype
```
</details>
<details><summary><b><a href="https://github.com/facebook/pyre-check">pyre-check</a></b> (🥈31 · 6.3K) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/facebook/pyre-check) (👨💻 240 · 🔀 410 · 📋 370 - 36% open · 11.05.2023):
```
git clone https://github.com/facebook/pyre-check
```
- [PyPi](https://pypi.org/project/pyre-check) (📥 58K / month):
```
pip install pyre-check
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pydocstyle">pydocstyle</a></b> (🥈31 · 1K) - docstring style checker. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/pydocstyle) (👨💻 89 · 🔀 190 · 📥 60 · 📦 55K · 📋 330 - 33% open · 17.01.2023):
```
git clone https://github.com/PyCQA/pydocstyle
```
- [PyPi](https://pypi.org/project/pydocstyle) (📥 3.1M / month · 📦 2.8K · 17.01.2023):
```
pip install pydocstyle
```
- [Conda](https://anaconda.org/conda-forge/pydocstyle) (📥 1.4M · 17.01.2023):
```
conda install -c conda-forge pydocstyle
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/flake8-bugbear">flake8-bugbear</a></b> (🥈31 · 940) - A plugin for Flake8 finding likely bugs and design problems.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 73 · 🔀 91 · 📦 32K · 📋 190 - 25% open · 09.05.2023):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 1.8M / month · 📦 430 · 20.01.2023):
```
pip install flake8-bugbear
```
- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 700K · 23.03.2023):
```
conda install -c conda-forge flake8-bugbear
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pylint-django">pylint-django</a></b> (🥈29 · 550) - Pylint plugin for improving code analysis for when.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code> <code><img src="https://www.pylint.org/ico/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/PyCQA/pylint-django) (👨💻 67 · 🔀 120 · 📥 230 · 📦 26K · 📋 220 - 26% open · 31.01.2023):
```
git clone https://github.com/PyCQA/pylint-django
```
- [PyPi](https://pypi.org/project/pylint-django) (📥 1M / month · 📦 1.2K · 25.03.2022):
```
pip install pylint-django
```
- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 140K · 07.04.2022):
```
conda install -c conda-forge pylint-django
```
</details>
<details><summary><b><a href="https://github.com/openstack/hacking">hacking</a></b> (🥈29 · 230) - OpenStack Hacking Style Checks. Mirror of code maintained at.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 66 · 25.04.2023):
```
git clone https://github.com/openstack/hacking
```
- [PyPi](https://pypi.org/project/hacking) (📥 120K / month · 📦 4.4K · 06.10.2022):
```
pip install hacking
```
</details>
<details><summary><b><a href="https://github.com/andreoliwa/nitpick">nitpick</a></b> (🥈28 · 340) - Enforce the same settings on multiple projects. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 15 · 🔀 21 · 📥 4 · 📦 1.2K · 📋 120 - 36% open · 10.05.2023):
```
git clone https://github.com/andreoliwa/nitpick
```
- [PyPi](https://pypi.org/project/nitpick) (📥 91K / month):
```
pip install nitpick
```
</details>
<details><summary><b><a href="https://github.com/klen/pylama">pylama</a></b> (🥉27 · 990 · 💤) - Code audit tool for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/klen/pylama) (👨💻 48 · 🔀 99 · 📦 5.8K · 📋 140 - 33% open · 08.08.2022):
```
git clone https://github.com/klen/pylama
```
- [PyPi](https://pypi.org/project/pylama) (📥 180K / month · 📦 650 · 08.08.2022):
```
pip install pylama
```
</details>
<details><summary><b><a href="https://github.com/adamchainz/flake8-comprehensions">flake8-comprehensions</a></b> (🥉26 · 430) - A flake8 plugin to help you write better.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 15 · 🔀 20 · 📋 54 - 5% open · 06.05.2023):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 940K / month · 📦 690 · 29.10.2022):
```
pip install flake8-comprehensions
```
- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 710K · 13.04.2023):
```
conda install -c conda-forge flake8-comprehensions
```
</details>
<details><summary><b><a href="https://github.com/wemake-services/flake8-eradicate">flake8-eradicate</a></b> (🥉26 · 300) - Flake8 plugin to find commented out or dead code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨💻 16 · 🔀 13 · 📦 16K · 📋 46 - 34% open · 27.12.2022):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 520K / month · 📦 120 · 20.09.2022):
```
pip install flake8-eradicate
```
- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (📥 8.4K · 26.09.2022):
```
conda install -c conda-forge flake8-eradicate
```
</details>
<details><summary><b><a href="https://github.com/zheller/flake8-quotes">flake8-quotes</a></b> (🥉26 · 170) - Flake8 extension for checking quotes in python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/zheller/flake8-quotes) (👨💻 32 · 🔀 31 · 📦 18K · 📋 48 - 10% open · 19.12.2022):
```
git clone https://github.com/zheller/flake8-quotes
```
- [PyPi](https://pypi.org/project/flake8-quotes) (📥 780K / month):
```
pip install flake8-quotes
```
- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (📥 680K · 20.12.2022):
```
conda install -c conda-forge flake8-quotes
```
</details>
<details><summary><b><a href="https://github.com/gforcada/flake8-isort">flake8-isort</a></b> (🥉26 · 150) - flake8 plugin that integrates isort. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 37 · 🔀 91 · 📦 22K · 📋 55 - 12% open · 22.12.2022):
```
git clone https://github.com/gforcada/flake8-isort
```
- [PyPi](https://pypi.org/project/flake8-isort) (📥 1M / month):
```
pip install flake8-isort
```
- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 37K · 23.12.2022):
```
conda install -c conda-forge flake8-isort
```
</details>
<details><summary><b><a href="https://github.com/nipunn1313/mypy-protobuf">mypy-protobuf</a></b> (🥉25 · 560) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 36 · 🔀 70 · 📋 120 - 8% open · 13.03.2023):
```
git clone https://github.com/dropbox/mypy-protobuf
```
- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 1.1M / month · 📦 85 · 20.10.2022):
```
pip install mypy-protobuf
```
- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (📥 93K · 24.08.2022):
```
conda install -c conda-forge mypy-protobuf
```
</details>
<details><summary><b><a href="https://github.com/mgedmin/check-manifest">check-manifest</a></b> (🥉25 · 280) - Tool to check the completeness of MANIFEST.in for Python packages. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/mgedmin/check-manifest) (👨💻 22 · 🔀 37 · 📦 9.1K · 📋 94 - 19% open · 02.05.2023):
```
git clone https://github.com/mgedmin/check-manifest
```
- [PyPi](https://pypi.org/project/check-manifest) (📥 210K / month):
```
pip install check-manifest
```
- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 87K · 05.12.2022):
```
conda install -c conda-forge check-manifest
```
</details>
<details><summary><b><a href="https://github.com/beartype/beartype">beartype</a></b> (🥉24 · 1.8K) - Unbearably fast near-real-time runtime type-checking in pure Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/beartype/beartype) (👨💻 16 · 🔀 34 · 📋 180 - 24% open · 11.05.2023):
```
git clone https://github.com/beartype/beartype
```
- [PyPi](https://pypi.org/project/beartype) (📥 210K / month):
```
pip install beartype
```
- [Conda](https://anaconda.org/conda-forge/beartype) (📥 45K · 02.05.2023):
```
conda install -c conda-forge beartype
```
</details>
<details><summary><b><a href="https://github.com/Instagram/Fixit">Fixit</a></b> (🥉23 · 400) - Advanced Python linting framework with auto-fixes and hierarchical.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/Instagram/Fixit) (👨💻 35 · 🔀 48 · 📦 39 · 📋 82 - 50% open · 26.04.2023):
```
git clone https://github.com/Instagram/Fixit
```
- [PyPi](https://pypi.org/project/fixit) (📥 14K / month · 📦 2 · 30.07.2021):
```
pip install fixit
```
</details>
<details><summary><b><a href="https://github.com/peterjc/flake8-black">flake8-black</a></b> (🥉23 · 160) - flake8 plugin to run black for checking Python coding style. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 12 · 📦 6.7K · 📋 29 - 20% open · 03.04.2023):
```
git clone https://github.com/peterjc/flake8-black
```
- [PyPi](https://pypi.org/project/flake8-black) (📥 760K / month):
```
pip install flake8-black
```
- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 430K · 03.04.2023):
```
conda install -c conda-forge flake8-black
```
</details>
<details><summary><b><a href="https://github.com/gforcada/flake8-builtins">flake8-builtins</a></b> (🥉23 · 100) - Check for python builtins being used as variables or.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 17 · 🔀 21 · 📦 8.9K · 📋 43 - 2% open · 22.12.2022):
```
git clone https://github.com/gforcada/flake8-builtins
```
- [PyPi](https://pypi.org/project/flake8-builtins) (📥 610K / month):
```
pip install flake8-builtins
```
- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 200K · 23.12.2022):
```
conda install -c conda-forge flake8-builtins
```
</details>
<details><summary><b><a href="https://github.com/jschaf/pylint-flask">pylint-flask</a></b> (🥉19 · 62 · 💤) - A Pylint plugin to analyze Flask applications. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code> <code><img src="https://www.pylint.org/ico/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/jschaf/pylint-flask) (👨💻 7 · 🔀 7 · 📦 7.3K · 📋 11 - 45% open · 19.07.2022):
```
git clone https://github.com/jschaf/pylint-flask
```
- [PyPi](https://pypi.org/project/pylint-flask) (📥 310K / month):
```
pip install pylint-flask
```
- [Conda](https://anaconda.org/conda-forge/pylint-flask) (📥 90K · 02.02.2019):
```
conda install -c conda-forge pylint-flask
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/flake8-import-order">flake8-import-order</a></b> (🥉18 · 270 · 📉) - Flake8 plugin that checks import order against.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 46 · 🔀 68 · 📋 100 - 10% open · 10.12.2022):
```
git clone https://github.com/PyCQA/flake8-import-order
```
- [PyPi](https://pypi.org/project/flake8-import-order) (📥 330K / month):
```
pip install flake8-import-order
```
- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 230K · 28.11.2022):
```
conda install -c conda-forge flake8-import-order
```
</details>
<details><summary><b><a href="https://github.com/MartinThoma/flake8-simplify">flake8-simplify</a></b> (🥉18 · 150) - A flake8 plugin that helps you to simplify code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 12 · 🔀 16 · 📋 120 - 38% open · 30.03.2023):
```
git clone https://github.com/MartinThoma/flake8-simplify
```
- [PyPi](https://pypi.org/project/flake8-simplify) (📥 270K / month):
```
pip install flake8-simplify
```
- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (📥 26K · 30.03.2023):
```
conda install -c conda-forge flake8-simplify
```
</details>
<details><summary><b><a href="https://github.com/tylerwince/flake8-bandit">flake8-bandit</a></b> (🥉15 · 100 · 💤) - Automated security testing using bandit and flake8. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/tylerwince/flake8-bandit) (👨💻 12 · 🔀 26 · 📋 26 - 38% open · 29.08.2022):
```
git clone https://github.com/tylerwince/flake8-bandit
```
- [PyPi](https://pypi.org/project/flake8-bandit) (📥 510K / month):
```
pip install flake8-bandit
```
</details>
<details><summary>Show 13 hidden projects...</summary>
- <b><a href="https://github.com/coala/coala">coala</a></b> (🥈28 · 3.5K · 💀) - coala provides a unified command-line interface for linting and.. <code><a href="http://bit.ly/3pwmjO5">AGPL-3.0</a></code>
- <b><a href="https://github.com/terrencepreilly/darglint">darglint</a></b> (🥈28 · 470 · 💀) - A python documentation linter which checks that the docstring.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PyCQA/pep8-naming">pep8-naming</a></b> (🥉27 · 450) - Naming Convention checker for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/wearepal/data-science-types">data-science-types</a></b> (🥉25 · 190 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/deppen8/pandas-vet">pandas-vet</a></b> (🥉23 · 150 · 💀) - A plugin for Flake8 that checks pandas code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/PyCQA/flake8-commas">flake8-commas</a></b> (🥉21 · 130 · 💀) - Flake8 extension for enforcing trailing commas in.. <code>Unlicensed</code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/life4/flakehell">flakehell</a></b> (🥉19 · 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ambv/flake8-mypy">flake8-mypy</a></b> (🥉17 · 100 · 💀) - A plugin for flake8 integrating Mypy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/justinabrahms/imhotep">imhotep</a></b> (🥉15 · 220 · 💀) - A static-analysis bot for Github. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/cemsbr/yala">yala</a></b> (🥉15 · 14) - Yet Another Linter Aggregator. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code> <code><img src="https://www.pylint.org/ico/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/hchasestevens/bellybutton">bellybutton</a></b> (🥉14 · 250 · 💀) - Custom Python linting through AST expressions. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/bndr/pycycle">pycycle</a></b> (🥉13 · 320 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/lyft/linty_fresh">linty_fresh</a></b> (🥉9 · 180) - Surface lint errors during code review. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code> <code>mypy</code>
</details>
<br>
## Code Formatters
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/psf/black">black</a></b> (🥇44 · 32K) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/psf/black) (👨💻 370 · 🔀 2K · 📥 28K · 📦 370K · 📋 2.3K - 15% open · 08.05.2023):
```
git clone https://github.com/psf/black
```
- [PyPi](https://pypi.org/project/black) (📥 20M / month):
```
pip install black
```
- [Conda](https://anaconda.org/conda-forge/black) (📥 7.1M · 26.04.2023):
```
conda install -c conda-forge black
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/isort">isort</a></b> (🥈41 · 5.8K) - A Python utility / library to sort imports. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/isort) (👨💻 280 · 🔀 510 · 📦 380K · 📋 1.2K - 11% open · 01.04.2023):
```
git clone https://github.com/PyCQA/isort
```
- [PyPi](https://pypi.org/project/isort) (📥 25M / month):
```
pip install isort
```
- [Conda](https://anaconda.org/conda-forge/isort) (📥 4.7M · 01.02.2023):
```
conda install -c conda-forge isort
```
</details>
<details><summary><b><a href="https://github.com/google/yapf">yapf</a></b> (🥈37 · 13K) - A formatter for Python files. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/google/yapf) (👨💻 150 · 🔀 860 · 📦 76K · 📋 780 - 47% open · 05.05.2023):
```
git clone https://github.com/google/yapf
```
- [PyPi](https://pypi.org/project/yapf) (📥 3.9M / month):
```
pip install yapf
```
- [Conda](https://anaconda.org/conda-forge/yapf) (📥 1.4M · 01.05.2023):
```
conda install -c conda-forge yapf
```
</details>
<details><summary><b><a href="https://github.com/hhatto/autopep8">autopep8</a></b> (🥈37 · 4.3K) - A tool that automatically formats Python code to conform to the PEP 8.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/hhatto/autopep8) (👨💻 57 · 🔀 280 · 📦 180K · 📋 460 - 23% open · 19.03.2023):
```
git clone https://github.com/hhatto/autopep8
```
- [PyPi](https://pypi.org/project/autopep8) (📥 3.3M / month):
```
pip install autopep8
```
- [Conda](https://anaconda.org/conda-forge/autopep8) (📥 1.1M · 03.03.2023):
```
conda install -c conda-forge autopep8
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/docformatter">docformatter</a></b> (🥉28 · 400) - Formats docstrings to follow PEP 257. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/docformatter) (👨💻 26 · 🔀 49 · 📦 2.8K · 📋 110 - 12% open · 06.05.2023):
```
git clone https://github.com/myint/docformatter
```
- [PyPi](https://pypi.org/project/docformatter) (📥 340K / month):
```
pip install docformatter
```
- [Conda](https://anaconda.org/conda-forge/docformatter) (📥 62K · 03.05.2023):
```
conda install -c conda-forge docformatter
```
</details>
<details><summary><b><a href="https://github.com/lyz-code/autoimport">autoimport</a></b> (🥉14 · 72) - Autoimport automatically fixes wrong import statements. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/lyz-code/autoimport) (👨💻 13 · 🔀 14 · 📦 100 · 📋 38 - 21% open · 24.03.2023):
```
git clone https://github.com/lyz-code/autoimport
```
- [PyPi](https://pypi.org/project/autoimport) (📥 3.8K / month):
```
pip install autoimport
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/myint/pyformat">pyformat</a></b> (🥉19 · 91 · 💀) - Formats Python code to follow a consistent style. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code>
</details>
<br>
## Code Refactoring
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/python-rope/rope">rope</a></b> (🥇35 · 1.6K) - a python refactoring library. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
- [GitHub](https://github.com/python-rope/rope) (👨💻 77 · 🔀 160 · 📦 63K · 📋 300 - 24% open · 05.05.2023):
```
git clone https://github.com/python-rope/rope
```
- [PyPi](https://pypi.org/project/rope) (📥 600K / month · 📦 1.6K · 17.01.2023):
```
pip install rope
```
- [Conda](https://anaconda.org/conda-forge/rope) (📥 1.1M · 05.05.2023):
```
conda install -c conda-forge rope
```
</details>
<details><summary><b><a href="https://github.com/jendrikseipp/vulture">vulture</a></b> (🥈29 · 2.5K) - Find dead Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 35 · 🔀 120 · 📦 3.7K · 📋 180 - 8% open · 27.02.2023):
```
git clone https://github.com/jendrikseipp/vulture
```
- [PyPi](https://pypi.org/project/vulture) (📥 360K / month · 📦 260 · 09.01.2023):
```
pip install vulture
```
- [Conda](https://anaconda.org/conda-forge/vulture) (📥 69K · 09.01.2023):
```
conda install -c conda-forge vulture
```
</details>
<details><summary><b><a href="https://github.com/asottile/pyupgrade">pyupgrade</a></b> (🥈24 · 2.6K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 34 · 🔀 140 · 📋 370 - 3% open · 09.05.2023):
```
git clone https://github.com/asottile/pyupgrade
```
- [PyPi](https://pypi.org/project/pyupgrade) (📥 380K / month):
```
pip install pyupgrade
```
- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 530K · 06.05.2023):
```
conda install -c conda-forge pyupgrade
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/autoflake">autoflake</a></b> (🥈22 · 760 · 📉) - Removes unused imports and unused variables as reported by pyflakes. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 37 · 🔀 71 · 📋 100 - 33% open · 09.05.2023):
```
git clone https://github.com/myint/autoflake
```
- [PyPi](https://pypi.org/project/autoflake) (📥 1.4M / month):
```
pip install autoflake
```
- [Conda](https://anaconda.org/conda-forge/autoflake) (📥 470K · 14.10.2022):
```
conda install -c conda-forge autoflake
```
</details>
<details><summary><b><a href="https://github.com/facebookincubator/Bowler">Bowler</a></b> (🥉21 · 1.5K) - Safe code refactoring for modern Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/facebookincubator/Bowler) (👨💻 27 · 🔀 92 · 📋 72 - 52% open · 20.01.2023):
```
git clone https://github.com/facebookincubator/Bowler
```
- [PyPi](https://pypi.org/project/bowler) (📥 95K / month):
```
pip install bowler
```
- [Conda](https://anaconda.org/conda-forge/bowler) (📥 16K · 12.06.2019):
```
conda install -c conda-forge bowler
```
</details>
<details><summary><b><a href="https://github.com/hakancelikdev/unimport">unimport</a></b> (🥉19 · 190) - The ultimate linter and formatter for removing unused import statements.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 14 · 🔀 20 · 📋 100 - 7% open · 03.04.2023):
```
git clone https://github.com/hakancelik96/unimport
```
- [PyPi](https://pypi.org/project/unimport) (📥 12K / month):
```
pip install unimport
```
</details>
<details><summary><b><a href="https://github.com/asottile/add-trailing-comma">add-trailing-comma</a></b> (🥉17 · 290) - A tool (and pre-commit hook) to automatically add trailing.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 18 · 09.05.2023):
```
git clone https://github.com/asottile/add-trailing-comma
```
- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 30K / month):
```
pip install add-trailing-comma
```
</details>
<details><summary><b><a href="https://github.com/ilevkivskyi/com2ann">com2ann</a></b> (🥉15 · 130) - Tool for translation type comments to type annotations in Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/ilevkivskyi/com2ann) (👨💻 5 · 🔀 9 · 📦 38 · 📋 26 - 26% open · 27.04.2023):
```
git clone https://github.com/ilevkivskyi/com2ann
```
- [PyPi](https://pypi.org/project/com2ann) (📥 11K / month):
```
pip install com2ann
```
</details>
<details><summary><b><a href="https://github.com/ambv/retype">retype</a></b> (🥉12 · 130 · 💤) - Re-apply type annotations from .pyi stubs to your codebase. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/ambv/retype) (👨💻 9 · 🔀 17 · 14.08.2022):
```
git clone https://github.com/ambv/retype
```
- [PyPi](https://pypi.org/project/retype) (📥 580 / month):
```
pip install retype
```
- [Conda](https://anaconda.org/conda-forge/retype) (📥 22K · 15.08.2022):
```
conda install -c conda-forge retype
```
</details>
<details><summary>Show 9 hidden projects...</summary>
- <b><a href="https://github.com/davidhalter/jedi">jedi</a></b> (🥇37 · 5.4K) - Awesome autocompletion, static analysis and refactoring library for.. <code>Unlicensed</code>
- <b><a href="https://github.com/wemake-services/eradicate">eradicate</a></b> (🥈25 · 180) - Removes commented-out code from Python files. <code>Unlicensed</code>
- <b><a href="https://github.com/PyCQA/redbaron">redbaron</a></b> (🥈23 · 660 · 💀) - Bottom-up approach to refactoring in python. <code>Unlicensed</code>
- <b><a href="https://github.com/PyCQA/baron">baron</a></b> (🥈22 · 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>
- <b><a href="https://github.com/dropbox/pyannotate">pyannotate</a></b> (🥉21 · 1.4K · 💀) - Auto-generate PEP-484 annotations. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/Instagram/MonkeyType">MonkeyType</a></b> (🥉20 · 4.2K) - A Python library that generates static type annotations by.. <code>Unlicensed</code>
- <b><a href="https://github.com/myint/unify">unify</a></b> (🥉18 · 80 · 💀) - Modifies strings to all use the same quote where possible. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/spulec/pep8ify">pep8ify</a></b> (🥉14 · 120 · 💀) - A library that modifies python source code to conform to pep8. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/elmotec/massedit">massedit</a></b> (🥉14 · 110 · 💀) - Programmatically edit text files with Python. Useful for source to.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Code Security
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/PyCQA/bandit">bandit</a></b> (🥇37 · 5.2K) - Bandit is a tool designed to find common security issues in Python.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/PyCQA/bandit) (👨💻 170 · 🔀 520 · 📥 670 · 📦 41K · 📋 610 - 26% open · 05.05.2023):
```
git clone https://github.com/PyCQA/bandit
```
- [PyPi](https://pypi.org/project/bandit) (📥 3.1M / month):
```
pip install bandit
```
- [Conda](https://anaconda.org/conda-forge/bandit) (📥 230K · 11.03.2023):
```
conda install -c conda-forge bandit
```
</details>
<details><summary><b><a href="https://github.com/pyupio/safety">safety</a></b> (🥉27 · 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyupio/safety) (👨💻 41 · 🔀 120 · 📥 320K · 📦 14 · 📋 160 - 30% open · 26.02.2023):
```
git clone https://github.com/pyupio/safety
```
- [PyPi](https://pypi.org/project/safety) (📥 1M / month):
```
pip install safety
```
- [Conda](https://anaconda.org/conda-forge/safety) (📥 62K · 09.12.2022):
```
conda install -c conda-forge safety
```
</details>
<details><summary><b><a href="https://github.com/Yelp/detect-secrets">detect-secrets</a></b> (🥉26 · 3K) - An enterprise friendly way of detecting and preventing.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 71 · 🔀 320 · 📋 280 - 30% open · 11.04.2023):
```
git clone https://github.com/Yelp/detect-secrets
```
- [PyPi](https://pypi.org/project/detect-secrets) (📥 400K / month):
```
pip install detect-secrets
```
</details>
<details><summary><b><a href="https://github.com/dlint-py/dlint">dlint</a></b> (🥉16 · 140) - Dlint is a tool for encouraging best coding practices and helping ensure.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/dlint-py/dlint) (👨💻 16 · 🔀 16 · 📋 43 - 51% open · 10.04.2023):
```
git clone https://github.com/dlint-py/dlint
```
- [PyPi](https://pypi.org/project/dlint) (📥 150K / month):
```
pip install dlint
```
- [Conda](https://anaconda.org/conda-forge/dlint) (📥 2.5K · 11.04.2023):
```
conda install -c conda-forge dlint
```
</details>
<details><summary>Show 4 hidden projects...</summary>
- <b><a href="https://github.com/dashingsoft/pyarmor">pyarmor</a></b> (🥈33 · 2.2K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. <code><a href="https://tldrlegal.com/search?q=SGI-B-2.0">SGI-B-2.0</a></code>
- <b><a href="https://github.com/sqlmapproject/sqlmap">sqlmap</a></b> (🥈29 · 27K) - Automatic SQL injection and database takeover tool. <code>Unlicensed</code>
- <b><a href="https://github.com/python-security/pyt">pyt</a></b> (🥉22 · 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
- <b><a href="https://github.com/landscapeio/dodgy">dodgy</a></b> (🥉19 · 110 · 💀) - Looks at Python code to search for things which look dodgy such as.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Virtual Environments
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇45 · 24K) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/pipenv) (👨💻 460 · 🔀 1.8K · 📦 80K · 📋 3.9K - 4% open · 07.05.2023):
```
git clone https://github.com/pypa/pipenv
```
- [PyPi](https://pypi.org/project/pipenv) (📥 6.6M / month · 📦 1.3K · 19.12.2022):
```
pip install pipenv
```
- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 100K · 29.04.2023):
```
conda install -c conda-forge pipenv
```
</details>
<details><summary><b><a href="https://github.com/pypa/virtualenv">virtualenv</a></b> (🥈41 · 4.5K) - Virtual Python Environment builder. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/virtualenv) (👨💻 250 · 🔀 990 · 📦 260K · 📋 1.3K - 6% open · 03.05.2023):
```
git clone https://github.com/pypa/virtualenv
```
- [PyPi](https://pypi.org/project/virtualenv) (📥 56M / month · 📦 18K · 28.02.2023):
```
pip install virtualenv
```
- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 4.3M · 28.04.2023):
```
conda install -c conda-forge virtualenv
```
</details>
<details><summary><b><a href="https://github.com/pyenv/pyenv">pyenv</a></b> (🥈33 · 32K) - Simple Python version management. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyenv/pyenv) (👨💻 420 · 🔀 2.8K · 📋 1.6K - 1% open · 30.04.2023):
```
git clone https://github.com/pyenv/pyenv
```
- [PyPi](https://pypi.org/project/pyenv) (📥 9.7K / month · 📦 1 · 12.01.2019):
```
pip install pyenv
```
</details>
<details><summary><b><a href="https://github.com/pyenv/pyenv-virtualenv">pyenv-virtualenv</a></b> (🥉21 · 5.5K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (👨💻 58 · 🔀 360 · 📋 340 - 35% open · 16.04.2023):
```
git clone https://github.com/pyenv/pyenv-virtualenv
```
</details>
<details><summary><b><a href="https://github.com/spotify/dh-virtualenv">dh-virtualenv</a></b> (🥉17 · 1.6K) - Python virtualenvs in Debian packages. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code></summary>
- [GitHub](https://github.com/spotify/dh-virtualenv) (👨💻 60 · 🔀 180 · 📋 200 - 15% open · 03.01.2023):
```
git clone https://github.com/spotify/dh-virtualenv
```
</details>
<details><summary><b><a href="https://github.com/pyenv/pyenv-installer">pyenv-installer</a></b> (🥉16 · 3.6K) - This tool is used to install `pyenv` and friends. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyenv/pyenv-installer) (👨💻 39 · 🔀 380 · 📋 76 - 6% open · 02.04.2023):
```
git clone https://github.com/pyenv/pyenv-installer
```
</details>
<details><summary><b><a href="https://github.com/raiyanyahya/freshenv">freshenv</a></b> (🥉13 · 160) - Provision, share, manage local and cloud developer environments. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code></summary>
- [GitHub](https://github.com/raiyanyahya/freshenv) (👨💻 3 · 🔀 3 · 06.11.2022):
```
git clone https://github.com/raiyanyahya/freshenv
```
- [PyPi](https://pypi.org/project/freshenv) (📥 64 / month):
```
pip install freshenv
```
- [Conda](https://anaconda.org/raiyanyahya/freshenv):
```
conda install -c raiyanyahya freshenv
```
</details>
<details><summary>Show 3 hidden projects...</summary>
- <b><a href="https://github.com/ekalinin/nodeenv">nodeenv</a></b> (🥈31 · 1.6K) - Virtual environment for Node.js & integrator with virtualenv. <code>Unlicensed</code>
- <b><a href="https://github.com/sashahart/vex">vex</a></b> (🥉18 · 370 · 💀) - Run a command in the named virtualenv. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/gtalarico/pipenv-pipes">pipenv-pipes</a></b> (🥉13 · 130 · 💀) - A PipEnv Environment Switcher. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Dependency & Package Managers
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/pypa/pip">pip</a></b> (🥇45 · 8.7K) - The Python package installer. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/pip) (👨💻 730 · 🔀 2.7K · 📦 130K · 📋 6.8K - 13% open · 08.05.2023):
```
git clone https://github.com/pypa/pip
```
- [PyPi](https://pypi.org/project/pip) (📥 160M / month):
```
pip install pip
```
- [Conda](https://anaconda.org/conda-forge/pip) (📥 77M · 26.04.2023):
```
conda install -c conda-forge pip
```
</details>
<details><summary><b><a href="https://github.com/conda/conda">conda</a></b> (🥇43 · 5.4K) - A system-level, binary package and environment manager running on all.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/conda/conda) (👨💻 430 · 🔀 1.4K · 📦 40K · 📋 9.1K - 8% open · 10.05.2023):
```
git clone https://github.com/conda/conda
```
- [PyPi](https://pypi.org/project/conda) (📥 200K / month · 📦 1.1K · 16.09.2016):
```
pip install conda
```
- [Conda](https://anaconda.org/conda-forge/conda) (📥 42M · 30.03.2023):
```
conda install -c conda-forge conda
```
</details>
<details><summary><b><a href="https://github.com/jazzband/pip-tools">pip-tools</a></b> (🥈38 · 6.8K · 📈) - A set of tools to keep your pinned Python dependencies fresh. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 190 · 🔀 500 · 📦 20K · 📋 940 - 13% open · 09.05.2023):
```
git clone https://github.com/jazzband/pip-tools
```
- [PyPi](https://pypi.org/project/pip-tools) (📥 8.4M / month):
```
pip install pip-tools
```
- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 86K · 07.04.2023):
```
conda install -c conda-forge pip-tools
```
</details>
<details><summary><b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈36 · 25K · 📉) - Python packaging and dependency management made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/python-poetry/poetry) (👨💻 450 · 🔀 1.9K · 📥 15M · 📋 4.9K - 11% open · 11.05.2023):
```
git clone https://github.com/python-poetry/poetry
```
- [PyPi](https://pypi.org/project/poetry) (📥 11M / month):
```
pip install poetry
```
- [Conda](https://anaconda.org/conda-forge/poetry) (📥 860K · 05.04.2023):
```
conda install -c conda-forge poetry
```
</details>
<details><summary><b><a href="https://github.com/bndr/pipreqs">pipreqs</a></b> (🥈34 · 5.1K) - pipreqs - Generate pip requirements.txt file based on imports of any.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/bndr/pipreqs) (👨💻 59 · 🔀 340 · 📦 19K · 📋 230 - 57% open · 14.04.2023):
```
git clone https://github.com/bndr/pipreqs
```
- [PyPi](https://pypi.org/project/pipreqs) (📥 2.3M / month):
```
pip install pipreqs
```
- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 36K · 14.04.2023):
```
conda install -c conda-forge pipreqs
```
</details>
<details><summary><b><a href="https://github.com/pypa/pipx">pipx</a></b> (🥉33 · 6.4K) - Install and Run Python Applications in Isolated Environments. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/pipx) (👨💻 91 · 🔀 280 · 📥 570 · 📦 1.2K · 📋 560 - 22% open · 22.04.2023):
```
git clone https://github.com/pypa/pipx
```
- [PyPi](https://pypi.org/project/pipx) (📥 720K / month · 📦 14 · 28.05.2022):
```
pip install pipx
```
- [Conda](https://anaconda.org/conda-forge/pipx) (📥 24K · 13.03.2023):
```
conda install -c conda-forge pipx
```
</details>
<details><summary><b><a href="https://github.com/pdm-project/pdm">PDM</a></b> (🥉32 · 4.5K) - A modern Python package and dependency manager supporting the latest PEP.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pdm-project/pdm) (👨💻 110 · 🔀 210 · 📥 3 · 📦 130 · 📋 1.1K - 2% open · 11.05.2023):
```
git clone https://github.com/pdm-project/pdm
```
- [PyPi](https://pypi.org/project/pdm) (📥 190K / month):
```
pip install pdm
```
- [Conda](https://anaconda.org/conda-forge/pdm) (📥 120K · 10.05.2023):
```
conda install -c conda-forge pdm
```
</details>
<details><summary><b><a href="https://github.com/mamba-org/mamba">mamba</a></b> (🥉28 · 4.6K) - The Fast Cross-Platform Package Manager. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/mamba-org/mamba) (👨💻 120 · 🔀 270 · 📋 1.3K - 36% open · 05.05.2023):
```
git clone https://github.com/mamba-org/mamba
```
- [Conda](https://anaconda.org/conda-forge/mamba) (📥 7.3M · 06.04.2023):
```
conda install -c conda-forge mamba
```
</details>
<details><summary><b><a href="https://github.com/jaraco/pip-run">pip-run</a></b> (🥉19 · 82) - pip-run - dynamic dependency loader for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/jaraco/pip-run) (👨💻 15 · 🔀 15 · 📋 57 - 5% open · 11.05.2023):
```
git clone https://github.com/jaraco/pip-run
```
- [PyPi](https://pypi.org/project/pip-run) (📥 4.5K / month · 📦 3 · 23.01.2023):
```
pip install pip-run
```
</details>
<details><summary>Show 2 hidden projects...</summary>
- <b><a href="https://github.com/dephell/dephell">dephell</a></b> (🥉25 · 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉22 · 1.3K · 💀) - An installation and dependency system for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Code Metrics & Complexity
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/PyCQA/prospector">prospector</a></b> (🥇34 · 1.8K) - Inspects Python source files and provides information about.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code></summary>
- [GitHub](https://github.com/PyCQA/prospector) (👨💻 88 · 🔀 160 · 📦 4.2K · 📋 360 - 14% open · 07.05.2023):
```
git clone https://github.com/PyCQA/prospector
```
- [PyPi](https://pypi.org/project/prospector) (📥 680K / month · 📦 760 · 10.01.2023):
```
pip install prospector
```
- [Conda](https://anaconda.org/conda-forge/prospector) (📥 69K · 09.05.2023):
```
conda install -c conda-forge prospector
```
</details>
<details><summary><b><a href="https://github.com/rubik/radon">radon</a></b> (🥈32 · 1.4K) - Various code metrics for Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/rubik/radon) (👨💻 56 · 🔀 100 · 📦 4K · 📋 160 - 12% open · 26.03.2023):
```
git clone https://github.com/rubik/radon
```
- [PyPi](https://pypi.org/project/radon) (📥 450K / month · 📦 630 · 08.08.2021):
```
pip install radon
```
- [Conda](https://anaconda.org/conda-forge/radon) (📥 58K · 07.09.2021):
```
conda install -c conda-forge radon
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/mccabe">mccabe</a></b> (🥈30 · 570) - McCabe complexity checker for Python. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code></summary>
- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 22 · 🔀 52 · 📦 360K · 📋 52 - 25% open · 23.03.2023):
```
git clone https://github.com/PyCQA/mccabe
```
- [PyPi](https://pypi.org/project/mccabe) (📥 28M / month · 📦 16K · 24.01.2022):
```
pip install mccabe
```
- [Conda](https://anaconda.org/conda-forge/mccabe) (📥 6.7M · 24.01.2022):
```
conda install -c conda-forge mccabe
```
</details>
<details><summary><b><a href="https://github.com/tonybaloney/wily">wily</a></b> (🥉26 · 1.1K) - A Python application for tracking, reporting on timing and complexity in.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/tonybaloney/wily) (👨💻 23 · 🔀 56 · 📦 180 · 📋 90 - 33% open · 13.03.2023):
```
git clone https://github.com/tonybaloney/wily
```
- [PyPi](https://pypi.org/project/wily) (📥 10K / month · 📦 10 · 20.10.2022):
```
pip install wily
```
</details>
<details><summary><b><a href="https://github.com/mschwager/cohesion">cohesion</a></b> (🥉18 · 200) - A tool for measuring Python class cohesion. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/mschwager/cohesion) (👨💻 3 · 🔀 4 · 📋 16 - 25% open · 08.03.2023):
```
git clone https://github.com/mschwager/cohesion
```
- [PyPi](https://pypi.org/project/cohesion) (📥 22K / month · 📦 12 · 10.07.2019):
```
pip install cohesion
```
- [Conda](https://anaconda.org/conda-forge/cohesion) (📥 1.3K · 08.03.2023):
```
conda install -c conda-forge cohesion
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉22 · 220 · 💀) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Logging
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/Textualize/rich">rich</a></b> (🥇43 · 43K) - Rich is a Python library for rich text and beautiful formatting in the terminal. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/Textualize/rich) (👨💻 220 · 🔀 1.6K · 📦 87K · 📋 1.1K - 11% open · 09.05.2023):
```
git clone https://github.com/Textualize/rich
```
- [PyPi](https://pypi.org/project/rich) (📥 23M / month · 📦 4.1K · 28.01.2023):
```
pip install rich
```
- [Conda](https://anaconda.org/conda-forge/rich) (📥 3.7M · 27.04.2023):
```
conda install -c conda-forge rich
```
</details>
<details><summary><b><a href="https://github.com/tqdm/tqdm">tqdm</a></b> (🥇43 · 25K) - A Fast, Extensible Progress Bar for Python and CLI. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code></summary>
- [GitHub](https://github.com/tqdm/tqdm) (👨💻 110 · 🔀 1.2K · 📥 11K · 📦 460K · 📋 910 - 37% open · 03.03.2023):
```
git clone https://github.com/tqdm/tqdm
```
- [PyPi](https://pypi.org/project/tqdm) (📥 53M / month):
```
pip install tqdm
```
- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 20M · 04.03.2023):
```
conda install -c conda-forge tqdm
```
- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 4.1K · 2 · 18.03.2023):
```
docker pull tqdm/tqdm
```
</details>
<details><summary><b><a href="https://github.com/getsentry/sentry-python">sentry-sdk</a></b> (🥇39 · 1.5K) - The official Python SDK for Sentry.io. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 170 · 🔀 360 · 📥 3.6K · 📦 43K · 📋 890 - 20% open · 11.05.2023):
```
git clone https://github.com/getsentry/sentry-python
```
- [PyPi](https://pypi.org/project/sentry-sdk) (📥 20M / month):
```
pip install sentry-sdk
```
- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 440K · 28.04.2023):
```
conda install -c conda-forge sentry-sdk
```
</details>
<details><summary><b><a href="https://github.com/Delgan/loguru">loguru</a></b> (🥈37 · 15K) - Python logging made (stupidly) simple. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/Delgan/loguru) (👨💻 42 · 🔀 600 · 📦 52K · 📋 750 - 12% open · 05.05.2023):
```
git clone https://github.com/Delgan/loguru
```
- [PyPi](https://pypi.org/project/loguru) (📥 8.7M / month):
```
pip install loguru
```
- [Conda](https://anaconda.org/conda-forge/loguru) (📥 1.2M · 10.04.2023):
```
conda install -c conda-forge loguru
```
</details>
<details><summary><b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥈35 · 1.5K) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/madzak/python-json-logger) (👨💻 63 · 🔀 200 · 📦 49K · 📋 94 - 5% open · 28.02.2023):
```
git clone https://github.com/madzak/python-json-logger
```
- [PyPi](https://pypi.org/project/python-json-logger) (📥 15M / month):
```
pip install python-json-logger
```
- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 3.6M · 22.02.2023):
```
conda install -c conda-forge python-json-logger
```
</details>
<details><summary><b><a href="https://github.com/astanin/python-tabulate">tabulate</a></b> (🥈32 · 1.6K) - Pretty-print tabular data in Python, a library and a command-line.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 84 · 🔀 130 · 📦 120K · 📋 180 - 27% open · 30.04.2023):
```
git clone https://github.com/astanin/python-tabulate
```
- [PyPi](https://pypi.org/project/tabulate) (📥 46M / month):
```
pip install tabulate
```
- [Conda](https://anaconda.org/conda-forge/tabulate) (📥 4.8M · 07.10.2022):
```
conda install -c conda-forge tabulate
```
</details>
<details><summary><b><a href="https://github.com/wolph/python-progressbar">progressbar2</a></b> (🥈32 · 810) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 42 · 🔀 96 · 📥 1.9K · 📦 28K · 📋 210 - 5% open · 18.03.2023):
```
git clone https://github.com/WoLpH/python-progressbar
```
- [PyPi](https://pypi.org/project/progressbar2) (📥 16M / month):
```
pip install progressbar2
```
- [Conda](https://anaconda.org/conda-forge/progressbar2) (📥 880K · 27.10.2022):
```
conda install -c conda-forge progressbar2
```
</details>
<details><summary><b><a href="https://github.com/rsalmei/alive-progress">alive-progress</a></b> (🥉29 · 4.4K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 7 · 🔀 180 · 📦 1.8K · 📋 190 - 8% open · 09.05.2023):
```
git clone https://github.com/rsalmei/alive-progress
```
- [PyPi](https://pypi.org/project/alive-progress) (📥 280K / month):
```
pip install alive-progress
```
- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 32K · 09.05.2023):
```
conda install -c conda-forge alive-progress
```
</details>
<details><summary><b><a href="https://github.com/borntyping/python-colorlog">colorlog</a></b> (🥉29 · 800 · 💤) - A colored formatter for the python logging module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/borntyping/python-colorlog) (👨💻 30 · 🔀 81 · 📦 25K · 📋 74 - 1% open · 29.08.2022):
```
git clone https://github.com/borntyping/python-colorlog
```
- [PyPi](https://pypi.org/project/colorlog) (📥 6.7M / month):
```
pip install colorlog
```
- [Conda](https://anaconda.org/conda-forge/colorlog) (📥 1.5M · 26.10.2022):
```
conda install -c conda-forge colorlog
```
</details>
<details><summary><b><a href="https://github.com/liiight/notifiers">notifiers</a></b> (🥉28 · 2.4K · 💤) - The easy way to send notifications. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/liiight/notifiers) (👨💻 19 · 🔀 96 · 📦 860 · 📋 110 - 38% open · 14.07.2022):
```
git clone https://github.com/liiight/notifiers
```
- [PyPi](https://pypi.org/project/notifiers) (📥 520K / month · 📦 25 · 10.02.2022):
```
pip install notifiers
```
- [Conda](https://anaconda.org/conda-forge/notifiers) (📥 32K · 07.09.2022):
```
conda install -c conda-forge notifiers
```
</details>
<details><summary><b><a href="https://github.com/explosion/wasabi">wasabi</a></b> (🥉28 · 380) - A lightweight console printing and formatting toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/explosion/wasabi) (👨💻 12 · 🔀 25 · 📦 28K · 📋 9 - 44% open · 20.04.2023):
```
git clone https://github.com/ines/wasabi
```
- [PyPi](https://pypi.org/project/wasabi) (📥 4.2M / month):
```
pip install wasabi
```
- [Conda](https://anaconda.org/conda-forge/wasabi) (📥 1.1M · 23.01.2023):
```
conda install -c conda-forge wasabi
```
</details>
<details><summary><b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · 1.2K) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/cknd/stackprinter) (👨💻 7 · 🔀 35 · 📦 260 · 📋 27 - 22% open · 20.02.2023):
```
git clone https://github.com/cknd/stackprinter
```
- [PyPi](https://pypi.org/project/stackprinter) (📥 420K / month):
```
pip install stackprinter
```
- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 5.2K · 31.10.2020):
```
conda install -c conda-forge stackprinter
```
</details>
<details><summary><b><a href="https://github.com/Qix-/better-exceptions">better-exceptions</a></b> (🥉22 · 4.4K) - Pretty and useful exceptions in Python, automatically. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/Qix-/better-exceptions) (👨💻 17 · 🔀 190 · 📋 71 - 35% open · 05.01.2023):
```
git clone https://github.com/Qix-/better-exceptions
```
- [PyPi](https://pypi.org/project/better-exceptions) (📥 130K / month):
```
pip install better-exceptions
```
</details>
<details><summary><b><a href="https://github.com/samuelcolvin/python-devtools">python-devtools</a></b> (🥉22 · 740) - Dev tools for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/samuelcolvin/python-devtools) (👨💻 12 · 🔀 32 · 📦 1.4K · 📋 49 - 22% open · 27.04.2023):
```
git clone https://github.com/samuelcolvin/python-devtools
```
- [PyPi](https://pypi.org/project/python-devtools) (📥 270 / month):
```
pip install python-devtools
```
- [Conda](https://anaconda.org/conda-forge/python-devtools) (📥 14K · 06.04.2023):
```
conda install -c conda-forge python-devtools
```
</details>
<details><summary>Show 7 hidden projects...</summary>
- <b><a href="https://github.com/hynek/structlog">structlog</a></b> (🥈34 · 2.5K) - Simple, powerful, and fast logging for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/jazzband/prettytable">prettytable</a></b> (🥈31 · 1K) - Display tabular data in a visually appealing ASCII table.. <code><a href="https://tldrlegal.com/search?q=BSD-1-Clause">BSD-1-Clause</a></code>
- <b><a href="https://github.com/getlogbook/logbook">logbook</a></b> (🥉29 · 1.4K · 💀) - A cool logging replacement for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/xolox/python-coloredlogs">python-coloredlogs</a></b> (🥉29 · 500 · 💀) - Colored terminal output for Pythons logging module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/shobrook/rebound">rebound</a></b> (🥉26 · 4K · 💀) - Command-line tool that instantly fetches Stack Overflow results when an.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/onelivesleft/PrettyErrors">PrettyErrors</a></b> (🥉22 · 2.6K · 💀) - Prettify Python exception output to make it legible. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/skorokithakis/tbvaccine">tbvaccine</a></b> (🥉16 · 370 · 💀) - A small utility to pretty-print Python tracebacks. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Shell
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/xxh/xxh">xxh</a></b> (🥉23 · 4.4K) - Bring your favorite shell wherever you go through the ssh. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/xxh/xxh) (👨💻 23 · 🔀 88 · 📥 1.5K · 📦 74 · 📋 77 - 24% open · 27.04.2023):
```
git clone https://github.com/xxh/xxh
```
- [PyPi](https://pypi.org/project/xxh-xxh) (📥 250 / month):
```
pip install xxh-xxh
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/xonsh/xonsh">xonsh</a></b> (🥇27 · 7K) - Python-powered, cross-platform, Unix-gazing shell. <code>Unlicensed</code>
</details>
<br>
## Documentation
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
🔗&nbsp;<b><a href="https://github.com/mkdocs/best-of-mkdocs">best-of-mkdocs</a></b> ( 230) - Collection of MkDocs projects and plugins.
<details><summary><b><a href="https://github.com/squidfunk/mkdocs-material">mkdocs-material</a></b> (🥇42 · 14K) - Documentation that simply works. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 210 · 🔀 3K · 📦 32K · 📋 1.9K - 1% open · 10.05.2023):
```
git clone https://github.com/squidfunk/mkdocs-material
```
- [PyPi](https://pypi.org/project/mkdocs-material) (📥 2.3M / month · 📦 770 · 08.11.2022):
```
pip install mkdocs-material
```
- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 240K · 09.05.2023):
```
conda install -c conda-forge mkdocs-material
```
</details>
<details><summary><b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇41 · 16K) - Project documentation with Markdown. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 240 · 🔀 2.2K · 📦 44K · 📋 1.8K - 7% open · 09.05.2023):
```
git clone https://github.com/mkdocs/mkdocs
```
- [PyPi](https://pypi.org/project/mkdocs) (📥 1.6M / month · 📦 4.3K · 01.11.2022):
```
pip install mkdocs
```
- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 250K · 03.05.2023):
```
conda install -c conda-forge mkdocs
```
</details>
<details><summary><b><a href="https://github.com/mkdocstrings/mkdocstrings">mkdocstrings</a></b> (🥈31 · 1.2K) - Automatic documentation from sources, for MkDocs. <code><a href="http://bit.ly/3hkKRql">ISC</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 36 · 🔀 91 · 📦 7.7K · 📋 340 - 15% open · 01.05.2023):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
- [PyPi](https://pypi.org/project/mkdocstrings) (📥 360K / month):
```
pip install mkdocstrings
```
- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 61K · 07.04.2023):
```
conda install -c conda-forge mkdocstrings
```
</details>
<details><summary><b><a href="https://github.com/tox-dev/sphinx-autodoc-typehints">sphinx-autodoc-typehints</a></b> (🥈31 · 480) - Type hints support for the Sphinx autodoc extension. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 52 · 🔀 92 · 📦 36K · 📋 170 - 16% open · 03.05.2023):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 1.4M / month):
```
pip install sphinx-autodoc-typehints
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 490K · 25.01.2023):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
</details>
<details><summary><b><a href="https://github.com/readthedocs/sphinx_rtd_theme">sphinx_rtd_theme</a></b> (🥈29 · 4.4K) - Sphinx theme for readthedocs.org. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (👨💻 110 · 🔀 1.6K · 📦 16 · 📋 770 - 21% open · 22.04.2023):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (📥 3.2M / month):
```
pip install sphinx_rtd_theme
```
- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (📥 3.3M · 12.02.2023):
```
conda install -c conda-forge sphinx_rtd_theme
```
</details>
<details><summary><b><a href="https://github.com/mitmproxy/pdoc">pdoc</a></b> (🥈29 · 1.5K) - API Documentation for Python Projects. <code><a href="http://bit.ly/3rvuUlR">Unlicense</a></code></summary>
- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 44 · 🔀 170 · 📦 1.8K · 📋 320 - 4% open · 01.05.2023):
```
git clone https://github.com/mitmproxy/pdoc
```
- [PyPi](https://pypi.org/project/pdoc) (📥 100K / month):
```
pip install pdoc
```
</details>
<details><summary><b><a href="https://github.com/econchick/interrogate">interrogate</a></b> (🥈26 · 480 · 💤) - Explain yourself! Interrogate a codebase for docstring coverage. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/econchick/interrogate) (👨💻 12 · 🔀 35 · 📦 4.2K · 📋 48 - 43% open · 29.07.2022):
```
git clone https://github.com/econchick/interrogate
```
- [PyPi](https://pypi.org/project/interrogate) (📥 120K / month · 📦 180 · 10.09.2021):
```
pip install interrogate
```
</details>
<details><summary><b><a href="https://github.com/executablebooks/sphinx-autobuild">sphinx-autobuild</a></b> (🥈26 · 460) - Watch a Sphinx directory and rebuild the documentation.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (👨💻 24 · 🔀 58 · 📦 18K · 📋 69 - 23% open · 09.02.2023):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 400K / month):
```
pip install sphinx-autobuild
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 180K · 14.03.2021):
```
conda install -c conda-forge sphinx-autobuild
```
</details>
<details><summary><b><a href="https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin">mkdocs-awesome-pages-plugin</a></b> (🥈26 · 320) - An MkDocs plugin that simplifies configuring page.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (👨💻 6 · 🔀 31 · 📦 2.5K · 📋 58 - 18% open · 08.05.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 100K / month · 📦 110 · 24.07.2022):
```
pip install mkdocs-awesome-pages-plugin
```
</details>
<details><summary><b><a href="https://github.com/bitprophet/releases">releases</a></b> (🥈26 · 170) - A powerful Sphinx changelog-generating extension. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/bitprophet/releases) (👨💻 10 · 🔀 40 · 📦 560 · 📋 74 - 37% open · 28.04.2023):
```
git clone https://github.com/bitprophet/releases
```
- [PyPi](https://pypi.org/project/releases) (📥 13K / month · 📦 370 · 02.01.2023):
```
pip install releases
```
- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (📥 48K · 19.10.2021):
```
conda install -c conda-forge sphinx-releases
```
</details>
<details><summary><b><a href="https://github.com/mkdocstrings/griffe">Griffe</a></b> (🥈26 · 160) - Signatures for entire Python programs. Extract the structure, the frame,.. <code><a href="http://bit.ly/3hkKRql">ISC</a></code></summary>
- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 17 · 🔀 26 · 📦 2K · 📋 120 - 22% open · 10.05.2023):
```
git clone https://github.com/mkdocstrings/griffe
```
- [PyPi](https://pypi.org/project/griffe) (📥 390K / month):
```
pip install griffe
```
- [Conda](https://anaconda.org/conda-forge/griffe) (📥 120K · 10.05.2023):
```
conda install -c conda-forge griffe
```
</details>
<details><summary><b><a href="https://github.com/pdoc3/pdoc">pdoc3</a></b> (🥉25 · 960) - Auto-generate API documentation for Python projects. <code><a href="http://bit.ly/3pwmjO5">AGPL-3.0</a></code></summary>
- [GitHub](https://github.com/pdoc3/pdoc) (👨💻 58 · 🔀 140 · 📦 3.2K · 📋 310 - 34% open · 21.12.2022):
```
git clone https://github.com/pdoc3/pdoc
```
- [PyPi](https://pypi.org/project/pdoc3) (📥 230K / month):
```
pip install pdoc3
```
- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 1.2K · 30.11.2020):
```
conda install -c anaconda pdoc3
```
</details>
<details><summary><b><a href="https://github.com/timothycrosley/portray">portray</a></b> (🥉23 · 840) - Your Project with Great Documentation. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/timothycrosley/portray) (👨💻 20 · 🔀 71 · 📦 790 · 📋 63 - 50% open · 03.01.2023):
```
git clone https://github.com/timothycrosley/portray
```
- [PyPi](https://pypi.org/project/portray) (📥 17K / month · 📦 21 · 19.12.2022):
```
pip install portray
```
</details>
<details><summary><b><a href="https://github.com/adamchainz/blacken-docs">blacken-docs</a></b> (🥉20 · 510) - Run `black` on python code blocks in documentation files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 16 · 🔀 32 · 📋 67 - 17% open · 06.05.2023):
```
git clone https://github.com/asottile/blacken-docs
```
- [PyPi](https://pypi.org/project/blacken-docs) (📥 120K / month):
```
pip install blacken-docs
```
- [Conda](https://anaconda.org/conda-forge/blacken-docs) (📥 28K · 16.01.2023):
```
conda install -c conda-forge blacken-docs
```
</details>
<details><summary><b><a href="https://github.com/ml-tooling/lazydocs">lazydocs</a></b> (🥉20 · 140 · 💤) - Generate markdown API documentation from Google-style Python.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 9 · 🔀 29 · 📦 140 · 📋 28 - 21% open · 19.05.2022):
```
git clone https://github.com/ml-tooling/lazydocs
```
- [PyPi](https://pypi.org/project/lazydocs) (📥 7.3K / month):
```
pip install lazydocs
```
</details>
<details><summary><b><a href="https://github.com/timvink/mkdocs-print-site-plugin">mkdocs-print-site-plugin</a></b> (🥉20 · 75) - MkDocs Plugin that adds an additional page that.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨💻 4 · 🔀 12 · 📦 210 · 📋 75 - 10% open · 07.12.2022):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 10K / month):
```
pip install mkdocs-print-site-plugin
```
</details>
<details><summary>Show 12 hidden projects...</summary>
- <b><a href="https://github.com/sphinx-doc/sphinx">sphinx</a></b> (🥇42 · 5.4K) - The Sphinx documentation generator. <code>Unlicensed</code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/sphinx-doc/alabaster">alabaster</a></b> (🥈31 · 690) - Lightweight, configurable Sphinx theme. <code>Unlicensed</code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/breathe-doc/breathe">breathe</a></b> (🥈29 · 670) - ReStructuredText and Sphinx bridge to Doxygen. <code>Unlicensed</code>
- <b><a href="https://github.com/numpy/numpydoc">numpydoc</a></b> (🥈27 · 240) - Numpys Sphinx extensions. <code>Unlicensed</code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/mkdocstrings/pytkdocs">pytkdocs</a></b> (🥉23 · 48 · 💀) - Load Python objects documentation. <code><a href="http://bit.ly/3hkKRql">ISC</a></code>
- <b><a href="https://github.com/pycco-docs/pycco">pycco</a></b> (🥉22 · 820 · 💀) - Literate-style documentation generator. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/orzih/mkdocs-with-pdf">mkdocs-with-pdf</a></b> (🥉22 · 230 · 💀) - Generate a single PDF file from MkDocs repository. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/zhaoterryy/mkdocs-pdf-export-plugin">mkdocs-pdf-export-plugin</a></b> (🥉21 · 280 · 💀) - An MkDocs plugin to export content pages as PDF files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ryan-roemer/sphinx-bootstrap-theme">sphinx-bootstrap-theme</a></b> (🥉20 · 590 · 💀) - Sphinx Bootstrap Theme. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/clayrisser/sphinx-markdown-builder">sphinx-markdown-builder</a></b> (🥉20 · 160 · 💀) - sphinx builder that outputs markdown files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin">mkdocs-git-revision-date-plugin</a></b> (🥉20 · 52 · 💀) - MkDocs plugin for setting revision date from git per.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/zayd62/mkdocs-versioning">mkdocs-versioning</a></b> (🥉17 · 40 · 💀) - A tool that allows for versioning sites built with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
</details>
<br>
## Debugging Tools
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/inducer/pudb">pudb</a></b> (🥇32 · 2.7K) - Full-screen console debugger for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/inducer/pudb) (👨💻 92 · 🔀 220 · 📦 4.8K · 📋 320 - 48% open · 30.04.2023):
```
git clone https://github.com/inducer/pudb
```
- [PyPi](https://pypi.org/project/pudb) (📥 210K / month · 📦 760 · 03.11.2022):
```
pip install pudb
```
- [Conda](https://anaconda.org/conda-forge/pudb) (📥 210K · 04.11.2022):
```
conda install -c conda-forge pudb
```
</details>
<details><summary><b><a href="https://github.com/gotcha/ipdb">ipdb</a></b> (🥇32 · 1.7K) - Integration of IPython pdb. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/gotcha/ipdb) (👨💻 57 · 🔀 150 · 📦 45K · 📋 190 - 32% open · 11.04.2023):
```
git clone https://github.com/gotcha/ipdb
```
- [PyPi](https://pypi.org/project/ipdb) (📥 2.3M / month · 📦 8.9K · 13.12.2022):
```
pip install ipdb
```
- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 360K · 23.03.2023):
```
conda install -c conda-forge ipdb
```
</details>
<details><summary><b><a href="https://github.com/eliben/pyelftools">pyelftools</a></b> (🥈30 · 1.7K) - Parsing ELF and DWARF in Python. <code><a href="http://bit.ly/3rvuUlR">Unlicense</a></code></summary>
- [GitHub](https://github.com/eliben/pyelftools) (👨💻 91 · 🔀 460 · 📦 5.2K · 📋 210 - 31% open · 21.04.2023):
```
git clone https://github.com/eliben/pyelftools
```
- [PyPi](https://pypi.org/project/pyelftools) (📥 2.2M / month · 📦 550 · 10.08.2022):
```
pip install pyelftools
```
- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 130K · 29.10.2022):
```
conda install -c conda-forge pyelftools
```
</details>
<details><summary><b><a href="https://github.com/cs01/gdbgui">gdbgui</a></b> (🥈29 · 9.2K · 💤) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/cs01/gdbgui) (👨💻 40 · 🔀 470 · 📥 14K · 📦 280 · 📋 310 - 45% open · 22.06.2022):
```
git clone https://github.com/cs01/gdbgui
```
- [PyPi](https://pypi.org/project/gdbgui) (📥 61K / month):
```
pip install gdbgui
```
</details>
<details><summary><b><a href="https://github.com/pdbpp/pdbpp">pdbpp</a></b> (🥈26 · 1.1K · 💤) - pdb++, a drop-in replacement for pdb (the Python debugger). <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/pdbpp/pdbpp) (👨💻 41 · 🔀 59 · 📦 4.7K · 📋 220 - 42% open · 14.07.2022):
```
git clone https://github.com/pdbpp/pdbpp
```
- [PyPi](https://pypi.org/project/pdbpp) (📥 240K / month · 📦 690 · 09.07.2021):
```
pip install pdbpp
```
- [Conda](https://anaconda.org/conda-forge/pdbpp) (📥 96K · 11.07.2021):
```
conda install -c conda-forge pdbpp
```
</details>
<details><summary><b><a href="https://github.com/gruns/icecream">icecream</a></b> (🥉25 · 6.8K) - Never use print() to debug again. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/gruns/icecream) (👨💻 21 · 🔀 140 · 📋 110 - 35% open · 04.12.2022):
```
git clone https://github.com/gruns/icecream
```
- [PyPi](https://pypi.org/project/icecream) (📥 260K / month · 📦 120 · 21.07.2022):
```
pip install icecream
```
- [Conda](https://anaconda.org/conda-forge/icecream) (📥 15K · 21.07.2022):
```
conda install -c conda-forge icecream
```
</details>
<details><summary><b><a href="https://github.com/cool-RR/PySnooper">PySnooper</a></b> (🥉24 · 16K) - Never use print for debugging again. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 27 · 🔀 930 · 📋 120 - 17% open · 12.04.2023):
```
git clone https://github.com/cool-RR/PySnooper
```
- [PyPi](https://pypi.org/project/pysnooper) (📥 290K / month):
```
pip install pysnooper
```
- [Conda](https://anaconda.org/conda-forge/pysnooper) (📥 63K · 04.04.2022):
```
conda install -c conda-forge pysnooper
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/python-hunter">python-hunter</a></b> (🥉23 · 720) - Hunter is a flexible code tracing toolkit. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 42 · 📦 130 · 📋 93 - 41% open · 26.04.2023):
```
git clone https://github.com/ionelmc/python-hunter
```
- [PyPi](https://pypi.org/project/hunter) (📥 13K / month):
```
pip install hunter
```
- [Conda](https://anaconda.org/conda-forge/hunter) (📥 37K · 26.04.2023):
```
conda install -c conda-forge hunter
```
</details>
<details><summary><b><a href="https://github.com/lmacken/pyrasite">pyrasite</a></b> (🥉22 · 2.7K) - Inject code into running Python processes. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/lmacken/pyrasite) (👨💻 23 · 🔀 200 · 📦 48 · 📋 56 - 71% open · 03.03.2023):
```
git clone https://github.com/lmacken/pyrasite
```
- [PyPi](https://pypi.org/project/pyrasite) (📥 24K / month):
```
pip install pyrasite
```
</details>
<details><summary><b><a href="https://github.com/alexmojaki/snoop">snoop</a></b> (🥉22 · 920) - A powerful set of Python debugging tools, based on PySnooper. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/alexmojaki/snoop) (👨💻 22 · 🔀 32 · 📋 48 - 45% open · 22.12.2022):
```
git clone https://github.com/alexmojaki/snoop
```
- [PyPi](https://pypi.org/project/snoop) (📥 49K / month · 📦 22 · 22.12.2022):
```
pip install snoop
```
- [Conda](https://anaconda.org/conda-forge/snoop) (📥 3.3K · 22.12.2022):
```
conda install -c conda-forge snoop
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/python-manhole">python-manhole</a></b> (🥉21 · 340) - Debugging manhole for python applications. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/ionelmc/python-manhole) (👨💻 11 · 🔀 21 · 📦 250 · 📋 22 - 31% open · 17.12.2022):
```
git clone https://github.com/ionelmc/python-manhole
```
- [PyPi](https://pypi.org/project/manhole) (📥 18K / month):
```
pip install manhole
```
- [Conda](https://anaconda.org/conda-forge/manhole) (📥 14K · 02.11.2022):
```
conda install -c conda-forge manhole
```
</details>
<details><summary><b><a href="https://github.com/alexmojaki/birdseye">Birdseye</a></b> (🥉20 · 1.5K · 💤) - Graphical Python debugger which lets you easily view the values of.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/alexmojaki/birdseye) (👨💻 10 · 🔀 74 · 📋 54 - 37% open · 18.05.2022):
```
git clone https://github.com/alexmojaki/birdseye
```
- [PyPi](https://pypi.org/project/birdseye) (📥 1.2K / month · 📦 4 · 18.05.2022):
```
pip install birdseye
```
</details>
<details><summary><b><a href="https://github.com/reloadware/reloadium">reloadium</a></b> (🥉16 · 2.4K) - ChatGPT, Hot Reloading and Profiling for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/reloadware/reloadium) (👨💻 2 · 🔀 40 · 📋 100 - 16% open · 17.04.2023):
```
git clone https://github.com/reloadware/reloadium
```
- [PyPi](https://pypi.org/project/reloadium) (📥 2.5K / month):
```
pip install reloadium
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/agronholm/typeguard">typeguard</a></b> (🥈30 · 1.2K) - Run-time type checker for Python. <code>Unlicensed</code>
</details>
<br>
## Testing Tools
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
🔗&nbsp;<b><a href="https://github.com/ml-tooling/best-of-web-python">best-of-web-python - Testing</a></b> ( 1.9K) - Testing libraries & tools for python web frameworks.
🔗&nbsp;<b><a href="https://docs.python.org/3/library/unittest.html">unittest</a></b> - Unittest is a test framework included in the Python standard library.
<details><summary><b><a href="https://github.com/pytest-dev/pytest">pytest</a></b> (🥇47 · 10K) - The pytest framework makes it easy to write small tests, yet scales to.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 870 · 🔀 2.3K · 📦 900K · 📋 5.3K - 16% open · 11.05.2023):
```
git clone https://github.com/pytest-dev/pytest
```
- [PyPi](https://pypi.org/project/pytest) (📥 60M / month · 📦 16K · 14.01.2023):
```
pip install pytest
```
- [Conda](https://anaconda.org/conda-forge/pytest) (📥 20M · 14.04.2023):
```
conda install -c conda-forge pytest
```
</details>
<details><summary><b><a href="https://github.com/robotframework/robotframework">robotframework</a></b> (🥇41 · 8K) - Generic automation framework for acceptance testing and RPA. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/robotframework/robotframework) (👨💻 180 · 🔀 2.1K · 📥 540 · 📦 7.6K · 📋 4.1K - 7% open · 09.05.2023):
```
git clone https://github.com/robotframework/robotframework
```
- [PyPi](https://pypi.org/project/robotframework) (📥 1.6M / month):
```
pip install robotframework
```
- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 130K · 12.01.2023):
```
conda install -c conda-forge robotframework
```
</details>
<details><summary><b><a href="https://github.com/tox-dev/tox">tox</a></b> (🥇39 · 3.3K) - Command line driven CI frontend and development task automation tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/tox-dev/tox) (👨💻 280 · 🔀 470 · 📦 98K · 📋 1.6K - 5% open · 08.05.2023):
```
git clone https://github.com/tox-dev/tox
```
- [PyPi](https://pypi.org/project/tox) (📥 17M / month · 📦 22K · 21.02.2023):
```
pip install tox
```
- [Conda](https://anaconda.org/conda-forge/tox) (📥 680K · 18.01.2023):
```
conda install -c conda-forge tox
```
</details>
<details><summary><b><a href="https://github.com/lk-geimfari/mimesis">mimesis</a></b> (🥇34 · 4K) - Mimesis is a robust data generator for Python, capable of rapidly producing.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 120 · 🔀 310 · 📥 400 · 📦 1.3K · 📋 320 - 1% open · 04.05.2023):
```
git clone https://github.com/lk-geimfari/mimesis
```
- [PyPi](https://pypi.org/project/mimesis) (📥 120K / month):
```
pip install mimesis
```
- [Conda](https://anaconda.org/conda-forge/mimesis) (📥 110K · 30.04.2023):
```
conda install -c conda-forge mimesis
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-cov">pytest-cov</a></b> (🥇34 · 1.4K) - Coverage plugin for pytest. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨💻 82 · 🔀 200 · 📦 250K · 📋 360 - 34% open · 28.02.2023):
```
git clone https://github.com/pytest-dev/pytest-cov
```
- [PyPi](https://pypi.org/project/pytest-cov) (📥 23M / month · 📦 34K · 28.09.2022):
```
pip install pytest-cov
```
- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 8.3M · 29.09.2022):
```
conda install -c conda-forge pytest-cov
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-mock">pytest-mock</a></b> (🥈33 · 1.6K) - Thin-wrapper around the mock package for easier use with pytest. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨💻 64 · 🔀 120 · 📦 62K · 📋 140 - 9% open · 09.05.2023):
```
git clone https://github.com/pytest-dev/pytest-mock
```
- [PyPi](https://pypi.org/project/pytest-mock) (📥 10M / month · 📦 5K · 05.10.2022):
```
pip install pytest-mock
```
- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 2M · 06.10.2022):
```
conda install -c conda-forge pytest-mock
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-asyncio">pytest-asyncio</a></b> (🥈33 · 1.1K · 📈) - Asyncio support for pytest. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 41 · 🔀 120 · 📥 86 · 📋 240 - 11% open · 09.05.2023):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 6.5M / month · 📦 1.2K · 08.12.2022):
```
pip install pytest-asyncio
```
- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 1.6M · 19.03.2023):
```
conda install -c conda-forge pytest-asyncio
```
</details>
<details><summary><b><a href="https://github.com/microsoft/playwright-python">playwright-python</a></b> (🥈32 · 8.6K) - Python version of the Playwright testing and automation.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 32 · 🔀 710 · 📋 1K - 3% open · 09.05.2023):
```
git clone https://github.com/microsoft/playwright-python
```
- [PyPi](https://pypi.org/project/playwright) (📥 1.4M / month · 📦 190 · 25.01.2023):
```
pip install playwright
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-bdd">pytest-bdd</a></b> (🥈31 · 1.2K) - BDD library for the py.test runner. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨💻 54 · 🔀 180 · 📦 2.8K · 📋 290 - 35% open · 04.04.2023):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
- [PyPi](https://pypi.org/project/pytest-bdd) (📥 710K / month):
```
pip install pytest-bdd
```
- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 53K · 03.02.2020):
```
conda install -c conda-forge pytest-bdd
```
</details>
<details><summary><b><a href="https://github.com/Teemu/pytest-sugar">pytest-sugar</a></b> (🥈31 · 1.1K) - a plugin for py.test that changes the default look and feel.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/Teemu/pytest-sugar) (👨💻 48 · 🔀 70 · 📥 3 · 📦 22K · 📋 110 - 19% open · 10.04.2023):
```
git clone https://github.com/Teemu/pytest-sugar
```
- [PyPi](https://pypi.org/project/pytest-sugar) (📥 850K / month · 📦 2.7K · 05.11.2022):
```
pip install pytest-sugar
```
- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 180K · 10.04.2023):
```
conda install -c conda-forge pytest-sugar
```
</details>
<details><summary><b><a href="https://github.com/wntrblm/nox">nox</a></b> (🥈31 · 1.1K) - Flexible test automation for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/wntrblm/nox) (👨💻 86 · 🔀 130 · 📦 4K · 📋 310 - 15% open · 23.04.2023):
```
git clone https://github.com/theacodes/nox
```
- [PyPi](https://pypi.org/project/nox) (📥 1.1M / month):
```
pip install nox
```
- [Conda](https://anaconda.org/conda-forge/nox) (📥 170K · 29.04.2023):
```
conda install -c conda-forge nox
```
</details>
<details><summary><b><a href="https://github.com/airspeed-velocity/asv">asv</a></b> (🥈31 · 770) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/airspeed-velocity/asv) (👨💻 73 · 🔀 160 · 📦 930 · 📋 530 - 25% open · 02.05.2023):
```
git clone https://github.com/airspeed-velocity/asv
```
- [PyPi](https://pypi.org/project/asv) (📥 20K / month):
```
pip install asv
```
- [Conda](https://anaconda.org/conda-forge/asv) (📥 710K · 04.11.2022):
```
conda install -c conda-forge asv
```
</details>
<details><summary><b><a href="https://github.com/TheKevJames/coveralls-python">coveralls-python</a></b> (🥉29 · 520) - Show coverage stats online via coveralls.io. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 64 · 🔀 180 · 📦 31K · 📋 160 - 8% open · 03.05.2023):
```
git clone https://github.com/TheKevJames/coveralls-python
```
- [PyPi](https://pypi.org/project/coveralls) (📥 510K / month):
```
pip install coveralls
```
- [Conda](https://anaconda.org/conda-forge/coveralls) (📥 910K · 03.08.2022):
```
conda install -c conda-forge coveralls
```
</details>
<details><summary><b><a href="https://github.com/spulec/freezegun">freezegun</a></b> (🥉27 · 3.7K) - Let your Python tests travel through time. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/spulec/freezegun) (👨💻 110 · 🔀 240 · 📋 280 - 37% open · 22.02.2023):
```
git clone https://github.com/spulec/freezegun
```
- [PyPi](https://pypi.org/project/freezegun) (📥 6.1M / month):
```
pip install freezegun
```
- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 980K · 12.08.2022):
```
conda install -c conda-forge freezegun
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-testinfra">pytest-testinfra</a></b> (🥉27 · 2.2K) - Testinfra test your infrastructures. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 120 · 🔀 320 · 📋 340 - 38% open · 11.01.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 290K / month · 📦 9 · 01.12.2022):
```
pip install pytest-testinfra
```
- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (📥 10K · 13.12.2022):
```
conda install -c conda-forge pytest-testinfra
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-xdist">pytest-xdist</a></b> (🥉27 · 1.1K) - pytest plugin for distributed testing and loop-on-failures.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 90 · 🔀 180 · 📋 530 - 40% open · 10.05.2023):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
- [PyPi](https://pypi.org/project/pytest-xdist) (📥 8.2M / month):
```
pip install pytest-xdist
```
- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 4.7M · 13.03.2023):
```
conda install -c conda-forge pytest-xdist
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/pytest-benchmark">pytest-benchmark</a></b> (🥉27 · 1.1K) - py.test fixture for benchmarking code. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 39 · 🔀 100 · 📦 6.7K · 📋 170 - 50% open · 27.04.2023):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 980K / month):
```
pip install pytest-benchmark
```
- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 1.7M · 26.10.2022):
```
conda install -c conda-forge pytest-benchmark
```
</details>
<details><summary><b><a href="https://github.com/tarpas/pytest-testmon">pytest-testmon</a></b> (🥉27 · 660) - Selects tests affected by changed files. Executes the.. <code><a href="http://bit.ly/3pwmjO5">AGPL-3.0</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/tarpas/pytest-testmon) (👨💻 23 · 🔀 44 · 📦 1.1K · 📋 140 - 18% open · 02.05.2023):
```
git clone https://github.com/tarpas/pytest-testmon
```
- [PyPi](https://pypi.org/project/pytest-testmon) (📥 130K / month):
```
pip install pytest-testmon
```
- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 39K · 03.08.2019):
```
conda install -c conda-forge pytest-testmon
```
</details>
<details><summary><b><a href="https://github.com/datadriventests/ddt">ddt</a></b> (🥉27 · 430 · 💤) - Data-Driven Tests for Python Unittest. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/datadriventests/ddt) (👨💻 37 · 🔀 110 · 📦 5K · 📋 53 - 22% open · 10.08.2022):
```
git clone https://github.com/datadriventests/ddt
```
- [PyPi](https://pypi.org/project/ddt) (📥 360K / month · 📦 1.3K · 10.08.2022):
```
pip install ddt
```
- [Conda](https://anaconda.org/conda-forge/ddt) (📥 83K · 22.09.2022):
```
conda install -c conda-forge ddt
```
</details>
<details><summary><b><a href="https://github.com/realpython/pytest-mypy">pytest-mypy</a></b> (🥉27 · 220) - Mypy static type checker plugin for Pytest. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/realpython/pytest-mypy) (👨💻 16 · 🔀 33 · 📦 3.5K · 📋 62 - 16% open · 08.05.2023):
```
git clone https://github.com/dbader/pytest-mypy
```
- [PyPi](https://pypi.org/project/pytest-mypy) (📥 230K / month):
```
pip install pytest-mypy
```
- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 64K · 24.11.2020):
```
conda install -c conda-forge pytest-mypy
```
</details>
<details><summary><b><a href="https://github.com/FactoryBoy/factory_boy">factory_boy</a></b> (🥉26 · 3.1K) - A test fixtures replacement for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 360 · 📋 550 - 30% open · 03.05.2023):
```
git clone https://github.com/FactoryBoy/factory_boy
```
- [PyPi](https://pypi.org/project/factory_boy) (📥 2.7M / month):
```
pip install factory_boy
```
- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 120K · 26.10.2021):
```
conda install -c conda-forge factory_boy
```
</details>
<details><summary><b><a href="https://github.com/gabrielcnr/pytest-datadir">pytest-datadir</a></b> (🥉23 · 200) - pytest plugin for manipulating test data directories and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (👨💻 10 · 🔀 22 · 📦 1.4K · 📋 21 - 42% open · 09.05.2023):
```
git clone https://github.com/gabrielcnr/pytest-datadir
```
- [PyPi](https://pypi.org/project/pytest-datadir) (📥 160K / month · 📦 120 · 25.10.2022):
```
pip install pytest-datadir
```
- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (📥 190K · 25.10.2022):
```
conda install -c conda-forge pytest-datadir
```
</details>
<details><summary><b><a href="https://github.com/CleanCut/green">green</a></b> (🥉22 · 760) - Green is a clean, colorful, fast python test runner. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/CleanCut/green) (👨💻 39 · 🔀 74 · 📋 180 - 2% open · 08.05.2023):
```
git clone https://github.com/CleanCut/green
```
- [PyPi](https://pypi.org/project/green) (📥 13K / month):
```
pip install green
```
- [Conda](https://anaconda.org/conda-forge/green) (📥 120K · 30.10.2022):
```
conda install -c conda-forge green
```
</details>
<details><summary><b><a href="https://github.com/Erotemic/xdoctest">xdoctest</a></b> (🥉22 · 180) - A rewrite of Pythons builtin doctest module (with pytest plugin.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 9 · 🔀 9 · 📋 44 - 43% open · 19.04.2023):
```
git clone https://github.com/Erotemic/xdoctest
```
- [PyPi](https://pypi.org/project/xdoctest) (📥 84K / month · 📦 130 · 30.01.2023):
```
pip install xdoctest
```
- [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 130K · 30.01.2023):
```
conda install -c conda-forge xdoctest
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-randomly">pytest-randomly</a></b> (🥉21 · 500) - Pytest plugin to randomly order tests and control random.seed. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨💻 19 · 🔀 24 · 📋 56 - 8% open · 06.05.2023):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
- [PyPi](https://pypi.org/project/pytest-randomly) (📥 730K / month):
```
pip install pytest-randomly
```
- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 130K · 12.05.2022):
```
conda install -c conda-forge pytest-randomly
```
</details>
<details><summary><b><a href="https://github.com/man-group/pytest-plugins">pytest-plugins</a></b> (🥉20 · 510) - A grab-bag of nifty pytest plugins. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/man-group/pytest-plugins) (👨💻 62 · 🔀 69 · 📋 100 - 43% open · 03.11.2022):
```
git clone https://github.com/man-group/pytest-plugins
```
- [PyPi](https://pypi.org/project/pytest-virtualenv) (📥 39K / month):
```
pip install pytest-virtualenv
```
- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (📥 39K · 18.10.2021):
```
conda install -c conda-forge pytest-shutil
```
</details>
<details><summary><b><a href="https://github.com/avast/pytest-docker">pytest-docker</a></b> (🥉18 · 340 · 💤) - Docker-based integration tests. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/avast/pytest-docker) (👨💻 16 · 🔀 55 · 📥 100 · 📋 40 - 17% open · 14.09.2022):
```
git clone https://github.com/avast/pytest-docker
```
- [PyPi](https://pypi.org/project/pytest-docker) (📥 110K / month):
```
pip install pytest-docker
```
</details>
<details><summary>Show 14 hidden projects...</summary>
- <b><a href="https://github.com/HypothesisWorks/hypothesis">hypothesis</a></b> (🥇39 · 6.7K) - Hypothesis is a powerful, flexible, and easy to use library.. <code>Unlicensed</code>
- <b><a href="https://github.com/asweigart/pyautogui">pyautogui</a></b> (🥈33 · 8.1K · 💀) - A cross-platform GUI automation Python module for human beings... <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pytest-dev/pytest-html">pytest-html</a></b> (🥈32 · 590) - Plugin for generating HTML reports for pytest results. <code>Unlicensed</code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/nose-devs/nose">nose</a></b> (🥈30 · 1.4K · 💀) - nose is nicer testing for python. <code>Unlicensed</code>
- <b><a href="https://github.com/nose-devs/nose2">nose2</a></b> (🥈30 · 750) - The successor to nose, based on unittest2. <code>Unlicensed</code>
- <b><a href="https://github.com/hamcrest/PyHamcrest">PyHamcrest</a></b> (🥉28 · 700) - Hamcrest matchers for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/xiaocong/uiautomator">uiautomator</a></b> (🥉25 · 1.9K · 💀) - Python wrapper of Android uiautomator test tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/joeyespo/pytest-watch">pytest-watch</a></b> (🥉25 · 690 · 💀) - Local continuous test runner with pytest and watchdog. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/nestorsalceda/mamba">Mamba Test Runner</a></b> (🥉24 · 500 · 💀) - The definitive testing tool for Python. Born under the.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/TvoroG/pytest-lazy-fixture">pytest-lazy-fixture</a></b> (🥉23 · 320 · 💀) - It helps to use fixtures in pytest.mark.parametrize. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/sixpack/sixpack">sixpack</a></b> (🥉22 · 1.7K · 💀) - Sixpack is a language-agnostic a/b-testing framework. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/ActivisionGameScience/assertpy">assertpy</a></b> (🥉19 · 380 · 💀) - Simple assertion library for unit testing in python with a fluent.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/emirozer/fake2db">fake2db</a></b> (🥉18 · 2.2K · 💀) - create custom test databases that are populated with fake data. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
- <b><a href="https://github.com/pytest-dev/pytest-play">pytest-play</a></b> (🥉15 · 68 · 💀) - pytest plugin that let you automate actions and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
</details>
<br>
## Code Packaging
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
🔗&nbsp;<b><a href="https://packaging.python.org/overview/">Python.org Packaging</a></b> - An Overview of Packaging for Python.
<details><summary><b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇42 · 10K) - Freeze (package) Python programs into stand-alone executables. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code></summary>
- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 450 · 🔀 1.8K · 📥 740K · 📦 43K · 📋 4.9K - 5% open · 10.05.2023):
```
git clone https://github.com/pyinstaller/pyinstaller
```
- [PyPi](https://pypi.org/project/pyinstaller) (📥 1.1M / month):
```
pip install pyinstaller
```
- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 430K · 15.04.2023):
```
conda install -c conda-forge pyinstaller
```
</details>
<details><summary><b><a href="https://github.com/Nuitka/Nuitka">Nuitka</a></b> (🥇36 · 8.7K) - Nuitka is a Python compiler written in Python. Its fully compatible.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 140 · 🔀 470 · 📦 1.2K · 📋 1.8K - 12% open · 08.05.2023):
```
git clone https://github.com/Nuitka/Nuitka
```
- [PyPi](https://pypi.org/project/nuitka) (📥 67K / month):
```
pip install nuitka
```
- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 500K · 26.04.2023):
```
conda install -c conda-forge nuitka
```
</details>
<details><summary><b><a href="https://github.com/pantsbuild/pex">pex</a></b> (🥈30 · 2.3K) - A library and tool for generating .pex (Python EXecutable) files. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pantsbuild/pex) (👨💻 110 · 🔀 230 · 📥 3M · 📋 1K - 14% open · 06.05.2023):
```
git clone https://github.com/pantsbuild/pex
```
- [PyPi](https://pypi.org/project/pex) (📥 780K / month):
```
pip install pex
```
</details>
<details><summary><b><a href="https://github.com/beeware/briefcase">briefcase</a></b> (🥈30 · 1.7K) - Tools to support converting a Python project into a standalone.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/beeware/briefcase) (👨💻 120 · 🔀 270 · 📥 110 · 📋 600 - 17% open · 09.05.2023):
```
git clone https://github.com/beeware/briefcase
```
- [PyPi](https://pypi.org/project/briefcase) (📥 5.8K / month · 📦 17 · 30.01.2023):
```
pip install briefcase
```
</details>
<details><summary><b><a href="https://github.com/indygreg/PyOxidizer">PyOxidizer</a></b> (🥈27 · 4.7K) - A modern Python application packaging and distribution tool. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code></summary>
- [GitHub](https://github.com/indygreg/PyOxidizer) (👨💻 53 · 🔀 200 · 📥 8.1K · 📦 150 · 📋 520 - 56% open · 21.01.2023):
```
git clone https://github.com/indygreg/PyOxidizer
```
- [PyPi](https://pypi.org/project/pyoxidizer) (📥 4.8K / month):
```
pip install pyoxidizer
```
</details>
<details><summary><b><a href="https://github.com/marcelotduarte/cx_Freeze">cx_Freeze</a></b> (🥉26 · 1.1K) - Create standalone executables from Python scripts, with the.. <code>Unlicensed</code></summary>
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 100 · 🔀 200 · 📋 850 - 7% open · 08.05.2023):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
- [PyPi](https://pypi.org/project/cx_freeze) (📥 99K / month):
```
pip install cx_freeze
```
- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 220K · 09.04.2023):
```
conda install -c conda-forge cx_freeze
```
</details>
<details><summary><b><a href="https://github.com/linkedin/shiv">shiv</a></b> (🥉21 · 1.6K) - shiv is a command line utility for building fully self contained Python.. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/linkedin/shiv) (👨💻 39 · 🔀 80 · 📥 450 · 📋 110 - 32% open · 04.11.2022):
```
git clone https://github.com/linkedin/shiv
```
- [PyPi](https://pypi.org/project/shiv) (📥 24K / month):
```
pip install shiv
```
</details>
<details><summary><b><a href="https://github.com/google/subpar">subpar</a></b> (🥉13 · 560) - Subpar is a utility for creating self-contained python executables. It.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/google/subpar) (👨💻 16 · 🔀 67 · 📋 64 - 53% open · 19.12.2022):
```
git clone https://github.com/google/subpar
```
</details>
<details><summary>Show 7 hidden projects...</summary>
- <b><a href="https://github.com/pypa/packaging">packaging</a></b> (🥈34 · 490) - Core utilities for Python packages. <code>Unlicensed</code>
- <b><a href="https://github.com/ronaldoussoren/py2app">py2app</a></b> (🥉26 · 240) - py2app is a Python setuptools command which will allow you to make.. <code>Unlicensed</code>
- <b><a href="https://github.com/conda/constructor">constructor</a></b> (🥉22 · 410) - tool for creating installers from conda packages. <code>Unlicensed</code>
- <b><a href="https://github.com/py2exe/py2exe">py2exe</a></b> (🥉21 · 580) - Create standalone Windows programs from Python code. <code>Unlicensed</code>
- <b><a href="https://github.com/facebookincubator/xar">xar</a></b> (🥉18 · 1.5K) - executable archive format. <code>Unlicensed</code>
- <b><a href="https://github.com/takluyver/pynsist">pynsist</a></b> (🥉18 · 840 · 💀) - Build Windows installers for Python applications. <code>Unlicensed</code>
- <b><a href="https://github.com/jamesabel/pyship">pyship</a></b> (🥉10 · 32) - pyship - ship Python desktop apps to end users. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Build Tools
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/pypa/setuptools">setuptools</a></b> (🥇44 · 2K) - Official project repository for the Setuptools build system. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/setuptools) (👨💻 570 · 🔀 930 · 📦 320K · 📋 2.3K - 23% open · 11.05.2023):
```
git clone https://github.com/pypa/setuptools
```
- [PyPi](https://pypi.org/project/setuptools) (📥 250M / month):
```
pip install setuptools
```
- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 79M · 24.04.2023):
```
conda install -c conda-forge setuptools
```
</details>
<details><summary><b><a href="https://github.com/buildbot/buildbot">buildbot</a></b> (🥇36 · 5K) - Python-based continuous integration testing framework; your pull.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code></summary>
- [GitHub](https://github.com/buildbot/buildbot) (👨💻 840 · 🔀 1.5K · 📥 30K · 📦 320 · 📋 1.5K - 45% open · 06.05.2023):
```
git clone https://github.com/buildbot/buildbot
```
- [PyPi](https://pypi.org/project/buildbot) (📥 32K / month):
```
pip install buildbot
```
- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 79K · 17.04.2023):
```
conda install -c conda-forge buildbot
```
</details>
<details><summary><b><a href="https://github.com/pypa/twine">twine</a></b> (🥇36 · 1.4K) - Utilities for interacting with PyPI. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pypa/twine) (👨💻 120 · 🔀 280 · 📦 89K · 📋 460 - 9% open · 06.05.2023):
```
git clone https://github.com/pypa/twine
```
- [PyPi](https://pypi.org/project/twine) (📥 3.9M / month):
```
pip install twine
```
- [Conda](https://anaconda.org/conda-forge/twine) (📥 750K · 01.12.2022):
```
conda install -c conda-forge twine
```
</details>
<details><summary><b><a href="https://github.com/pyinvoke/invoke">invoke</a></b> (🥈35 · 3.9K) - Pythonic task management & command execution. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 58 · 🔀 340 · 📦 20K · 📋 690 - 42% open · 02.05.2023):
```
git clone https://github.com/pyinvoke/invoke
```
- [PyPi](https://pypi.org/project/invoke) (📥 4.9M / month):
```
pip install invoke
```
- [Conda](https://anaconda.org/conda-forge/invoke) (📥 900K · 09.05.2023):
```
conda install -c conda-forge invoke
```
</details>
<details><summary><b><a href="https://github.com/pypa/wheel">wheel</a></b> (🥈34 · 410) - The official binary distribution format for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/wheel) (👨💻 71 · 🔀 120 · 📦 210K · 📋 360 - 8% open · 09.05.2023):
```
git clone https://github.com/pypa/wheel
```
- [PyPi](https://pypi.org/project/wheel) (📥 170M / month):
```
pip install wheel
```
- [Conda](https://anaconda.org/conda-forge/wheel) (📥 64M · 14.03.2023):
```
conda install -c conda-forge wheel
```
</details>
<details><summary><b><a href="https://github.com/SCons/scons">scons</a></b> (🥈32 · 1.7K) - SCons - a software construction tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/SCons/scons) (👨💻 150 · 🔀 270 · 📥 1.3K · 📋 3.4K - 19% open · 09.05.2023):
```
git clone https://github.com/SCons/scons
```
- [PyPi](https://pypi.org/project/scons) (📥 1.2M / month):
```
pip install scons
```
- [Conda](https://anaconda.org/conda-forge/scons) (📥 430K · 22.03.2023):
```
conda install -c conda-forge scons
```
</details>
<details><summary><b><a href="https://github.com/pypa/flit">flit</a></b> (🥉30 · 1.9K) - Simplified packaging of Python modules. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/pypa/flit) (👨💻 66 · 🔀 110 · 📦 1.4K · 📋 380 - 28% open · 06.05.2023):
```
git clone https://github.com/pypa/flit
```
- [PyPi](https://pypi.org/project/flit) (📥 140K / month):
```
pip install flit
```
- [Conda](https://anaconda.org/conda-forge/flit) (📥 160K · 06.11.2022):
```
conda install -c conda-forge flit
```
</details>
<details><summary><b><a href="https://github.com/pydoit/doit">doit</a></b> (🥉30 · 1.6K) - task management & automation tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pydoit/doit) (👨💻 65 · 🔀 160 · 📦 1.5K · 📋 290 - 26% open · 16.01.2023):
```
git clone https://github.com/pydoit/doit
```
- [PyPi](https://pypi.org/project/doit) (📥 400K / month):
```
pip install doit
```
- [Conda](https://anaconda.org/conda-forge/doit) (📥 190K · 22.04.2022):
```
conda install -c conda-forge doit
```
</details>
<details><summary><b><a href="https://github.com/pypa/setuptools_scm">setuptools_scm</a></b> (🥉30 · 720) - the blessed package to manage your versions by scm tags. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/setuptools_scm) (👨💻 120 · 🔀 180 · 📋 470 - 20% open · 09.05.2023):
```
git clone https://github.com/pypa/setuptools_scm
```
- [PyPi](https://pypi.org/project/setuptools_scm) (📥 17M / month):
```
pip install setuptools_scm
```
- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 1.6M · 17.12.2022):
```
conda install -c conda-forge setuptools_scm
```
</details>
<details><summary><b><a href="https://github.com/pybuilder/pybuilder">pybuilder</a></b> (🥉24 · 1.5K) - Software build automation tool for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 240 · 📋 500 - 16% open · 25.02.2023):
```
git clone https://github.com/pybuilder/pybuilder
```
- [PyPi](https://pypi.org/project/pybuilder) (📥 20K / month):
```
pip install pybuilder
```
- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 42K · 22.02.2023):
```
conda install -c conda-forge pybuilder
```
</details>
<details><summary><b><a href="https://github.com/ml-tooling/universal-build">universal-build</a></b> (🥉14 · 19 · 💤) - Universal build utilities for containerized build pipelines. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/ml-tooling/universal-build) (👨💻 5 · 🔀 7 · 📥 18 · 📦 11 · 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
- [PyPi](https://pypi.org/project/universal-build) (📥 220 / month):
```
pip install universal-build
```
</details>
<details><summary>Show 3 hidden projects...</summary>
- <b><a href="https://github.com/buildout/buildout">buildout</a></b> (🥉22 · 560 · 📉) - Buildout is a deployment automation tool written in and.. <code>Unlicensed</code>
- <b><a href="https://github.com/rags/pynt">pynt</a></b> (🥉18 · 160 · 💀) - A pynt of Python build. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/paver/paver">paver</a></b> (🥉15 · 450 · 📉) - Python-based project scripting. <code>Unlicensed</code>
</details>
<br>
## System Monitoring & Profiling
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/giampaolo/psutil">psutil</a></b> (🥇45 · 9.3K) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/giampaolo/psutil) (👨💻 200 · 🔀 1.3K · 📦 310K · 📋 1.6K - 15% open · 09.05.2023):
```
git clone https://github.com/giampaolo/psutil
```
- [PyPi](https://pypi.org/project/psutil) (📥 67M / month · 📦 17K · 07.11.2022):
```
pip install psutil
```
- [Conda](https://anaconda.org/conda-forge/psutil) (📥 22M · 17.04.2023):
```
conda install -c conda-forge psutil
```
</details>
<details><summary><b><a href="https://github.com/nicolargo/glances">Glances</a></b> (🥇38 · 23K) - Glances an Eye on your system. A top/htop alternative for.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
- [GitHub](https://github.com/nicolargo/glances) (👨💻 170 · 🔀 1.4K · 📥 1.3K · 📦 650 · 📋 1.7K - 14% open · 11.05.2023):
```
git clone https://github.com/nicolargo/glances
```
- [PyPi](https://pypi.org/project/glances) (📥 170K / month · 📦 51 · 17.01.2023):
```
pip install glances
```
- [Conda](https://anaconda.org/conda-forge/glances) (📥 190K · 17.01.2023):
```
conda install -c conda-forge glances
```
</details>
<details><summary><b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥈32 · 10K) - Sampling profiler for Python programs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/benfred/py-spy) (👨💻 31 · 🔀 350 · 📥 12K · 📦 2.6K · 📋 300 - 38% open · 09.12.2022):
```
git clone https://github.com/benfred/py-spy
```
- [PyPi](https://pypi.org/project/py-spy) (📥 3.1M / month · 📦 44 · 07.09.2022):
```
pip install py-spy
```
- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 440K · 09.09.2022):
```
conda install -c conda-forge py-spy
```
- [Cargo](https://crates.io/crates/py-spy) (📥 820 / month · 📦 1 · 07.09.2022):
```
cargo install py-spy
```
</details>
<details><summary><b><a href="https://github.com/bloomberg/memray">memray</a></b> (🥈31 · 11K) - Memray is a memory profiler for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/bloomberg/memray) (👨💻 32 · 🔀 310 · 📦 140 · 📋 110 - 18% open · 01.05.2023):
```
git clone https://github.com/bloomberg/memray
```
- [PyPi](https://pypi.org/project/memray) (📥 82K / month):
```
pip install memray
```
- [Conda](https://anaconda.org/conda-forge/memray) (📥 36K · 22.02.2023):
```
conda install -c conda-forge memray
```
</details>
<details><summary><b><a href="https://github.com/plasma-umass/scalene">Scalene</a></b> (🥈30 · 7.7K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 39 · 🔀 250 · 📦 440 · 📋 350 - 38% open · 25.04.2023):
```
git clone https://github.com/plasma-umass/scalene
```
- [PyPi](https://pypi.org/project/scalene) (📥 15K / month · 📦 4 · 06.01.2023):
```
pip install scalene
```
</details>
<details><summary><b><a href="https://github.com/joerick/pyinstrument">pyinstrument</a></b> (🥈30 · 5.3K) - Call stack profiler for Python. Shows you why your code is slow!. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/joerick/pyinstrument) (👨💻 48 · 🔀 220 · 📦 1.5K · 📋 120 - 15% open · 06.05.2023):
```
git clone https://github.com/joerick/pyinstrument
```
- [PyPi](https://pypi.org/project/pyinstrument) (📥 440K / month · 📦 120 · 05.11.2022):
```
pip install pyinstrument
```
- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 200K · 05.11.2022):
```
conda install -c conda-forge pyinstrument
```
</details>
<details><summary><b><a href="https://github.com/pythonprofilers/memory_profiler">memory-profiler</a></b> (🥈29 · 3.9K · 📈) - Monitor Memory usage of Python code. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/pythonprofilers/memory_profiler) (👨💻 100 · 🔀 370 · 📋 240 - 52% open · 06.12.2022):
```
git clone https://github.com/pythonprofilers/memory_profiler
```
- [PyPi](https://pypi.org/project/memory_profiler) (📥 690K / month · 📦 220 · 15.11.2022):
```
pip install memory_profiler
```
- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 330K · 16.11.2022):
```
conda install -c conda-forge memory_profiler
```
</details>
<details><summary><b><a href="https://github.com/python-diamond/Diamond">Diamond</a></b> (🥉28 · 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/python-diamond/Diamond) (👨💻 380 · 🔀 600 · 📦 140 · 📋 300 - 44% open · 29.01.2023):
```
git clone https://github.com/python-diamond/Diamond
```
- [PyPi](https://pypi.org/project/diamond) (📥 20K / month · 📦 34 · 25.11.2016):
```
pip install diamond
```
</details>
<details><summary><b><a href="https://github.com/pyutils/line_profiler">line_profiler</a></b> (🥉27 · 1.8K) - Line-by-line profiling for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/pyutils/line_profiler) (👨💻 39 · 🔀 99 · 📋 84 - 45% open · 06.03.2023):
```
git clone https://github.com/pyutils/line_profiler
```
- [PyPi](https://pypi.org/project/line_profiler) (📥 480K / month · 📦 74 · 09.12.2022):
```
pip install line_profiler
```
- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 390K · 09.12.2022):
```
conda install -c conda-forge line_profiler
```
</details>
<details><summary><b><a href="https://github.com/sumerc/yappi">Yappi</a></b> (🥉27 · 1.1K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/sumerc/yappi) (👨💻 28 · 🔀 61 · 📦 920 · 📋 71 - 29% open · 25.11.2022):
```
git clone https://github.com/sumerc/yappi
```
- [PyPi](https://pypi.org/project/yappi) (📥 1.4M / month · 📦 350 · 31.10.2022):
```
pip install yappi
```
- [Conda](https://anaconda.org/conda-forge/yappi) (📥 150K · 02.11.2022):
```
conda install -c conda-forge yappi
```
</details>
<details><summary><b><a href="https://github.com/pympler/pympler">pympler</a></b> (🥉25 · 1K · 💤) - Development tool to measure, monitor and analyze the memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pympler/pympler) (👨💻 29 · 🔀 84 · 📋 110 - 51% open · 24.07.2022):
```
git clone https://github.com/pympler/pympler
```
- [PyPi](https://pypi.org/project/pympler) (📥 1.8M / month · 📦 330 · 22.12.2021):
```
pip install pympler
```
- [Conda](https://anaconda.org/conda-forge/pympler) (📥 310K · 24.07.2022):
```
conda install -c conda-forge pympler
```
</details>
<details><summary><b><a href="https://github.com/nvdv/vprof">vprof</a></b> (🥉22 · 3.9K · 💤) - Visual profiler for Python. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/nvdv/vprof) (👨💻 17 · 🔀 150 · 📦 110 · 📋 83 - 31% open · 15.07.2022):
```
git clone https://github.com/nvdv/vprof
```
- [PyPi](https://pypi.org/project/vprof) (📥 3.1K / month):
```
pip install vprof
```
</details>
<details><summary>Show 6 hidden projects...</summary>
- <b><a href="https://github.com/aristocratos/bpytop">Bpytop</a></b> (🥉27 · 9.4K · 💀) - Linux/OSX/FreeBSD resource monitor. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/what-studio/profiling">Profiling</a></b> (🥉21 · 3K · 💀) - Was an interactive continuous Python profiler. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/alexmojaki/heartrate">heartrate</a></b> (🥉19 · 1.6K · 💀) - Simple real time visualisation of the execution of a Python program. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/csurfer/pyheat">pyheat</a></b> (🥉16 · 760 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/fabianp/memory_profiler">memory_profiler</a></b> (🥉15 · 79 · 💀) - Monitor Memory usage of Python code. <code>Unlicensed</code>
- <b><a href="https://github.com/agermanidis/livepython">livepython</a></b> (🥉12 · 2.5K · 💀) - Visually trace Python code in real-time. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## AST Tools
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/serge-sans-paille/gast">gast</a></b> (🥇29 · 130) - Python AST that abstracts the underlying Python version. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/serge-sans-paille/gast) (👨💻 10 · 🔀 27 · 📦 120K · 📋 30 - 3% open · 29.04.2023):
```
git clone https://github.com/serge-sans-paille/gast
```
- [PyPi](https://pypi.org/project/gast) (📥 13M / month · 📦 1.9K · 13.11.2021):
```
pip install gast
```
- [Conda](https://anaconda.org/conda-forge/gast) (📥 2.2M · 15.11.2021):
```
conda install -c conda-forge gast
```
</details>
<details><summary><b><a href="https://github.com/berkerpeksag/astor">astor</a></b> (🥈28 · 720) - Python AST read/write. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/berkerpeksag/astor) (👨💻 33 · 🔀 94 · 📋 120 - 33% open · 31.12.2022):
```
git clone https://github.com/berkerpeksag/astor
```
- [PyPi](https://pypi.org/project/astor) (📥 6.5M / month · 📦 2.2K · 10.12.2019):
```
pip install astor
```
- [Conda](https://anaconda.org/conda-forge/astor) (📥 2M · 01.07.2020):
```
conda install -c conda-forge astor
```
</details>
<details><summary><b><a href="https://github.com/alexmojaki/executing">executing</a></b> (🥈28 · 240) - Get information about what a Python frame is currently doing,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/alexmojaki/executing) (👨💻 9 · 🔀 27 · 📦 71K · 📋 31 - 41% open · 27.12.2022):
```
git clone https://github.com/alexmojaki/executing
```
- [PyPi](https://pypi.org/project/executing) (📥 10M / month):
```
pip install executing
```
- [Conda](https://anaconda.org/conda-forge/executing) (📥 6.9M · 01.11.2022):
```
conda install -c conda-forge executing
```
</details>
<details><summary><b><a href="https://github.com/python/typed_ast">typed_ast</a></b> (🥈28 · 220 · 💤) - Modified fork of CPythons ast module that parses `# type:`.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/python/typed_ast) (👨💻 26 · 🔀 55 · 📋 87 - 1% open · 08.10.2022):
```
git clone https://github.com/python/typed_ast
```
- [PyPi](https://pypi.org/project/typed_ast) (📥 8.5M / month · 📦 5.5K · 21.05.2022):
```
pip install typed_ast
```
- [Conda](https://anaconda.org/conda-forge/typed-ast) (📥 6M · 29.10.2022):
```
conda install -c conda-forge typed-ast
```
</details>
<details><summary><b><a href="https://github.com/newville/asteval">asteval</a></b> (🥉26 · 150) - minimalistic evaluator of python expression using ast module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/newville/asteval) (👨💻 24 · 🔀 36 · 📋 63 - 7% open · 07.05.2023):
```
git clone https://github.com/newville/asteval
```
- [PyPi](https://pypi.org/project/asteval) (📥 190K / month · 📦 170 · 07.11.2022):
```
pip install asteval
```
- [Conda](https://anaconda.org/conda-forge/asteval) (📥 280K · 24.02.2023):
```
conda install -c conda-forge asteval
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/simonpercivall/astunparse">astunparse</a></b> (🥈28 · 200 · 💀) - An AST unparser for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
</details>
<br>
## Others
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/pre-commit/pre-commit">pre-commit</a></b> (🥇42 · 10K) - A framework for managing and maintaining multi-language pre-commit.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 150 · 🔀 640 · 📥 420K · 📦 130K · 📋 1.8K - 1% open · 09.05.2023):
```
git clone https://github.com/pre-commit/pre-commit
```
- [PyPi](https://pypi.org/project/pre-commit) (📥 10M / month):
```
pip install pre-commit
```
- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 3M · 03.05.2023):
```
conda install -c conda-forge pre-commit
```
</details>
---
## Related Resources
- [**Best-of lists**](https://best-of.org): Discover other best-of lists with awesome open-source projects on all kinds of topics.
## Contribution
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the [issue page](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose) and fill in the requested information.
- Modify the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/blob/main/projects.yaml) with your additions or changes, and submit a pull request. This can also be done directly via the [Github UI](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml).
If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the [best-of-generator](https://github.com/best-of-lists/best-of-generator) repository. If you like to create your own best-of list, we recommend to follow [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).
For more information on how to add or update projects, please read the [contribution guidelines](https://github.com/ml-tooling/best-of-python-dev/blob/main/CONTRIBUTING.md). By participating in this project, you agree to abide by its [Code of Conduct](https://github.com/ml-tooling/best-of-python-dev/blob/main/.github/CODE_OF_CONDUCT.md).
## License
[![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg)](https://creativecommons.org/licenses/by-sa/4.0/)