best-of-python-dev/README.md
2021-04-15 14:52:14 +00:00

3138 lines
152 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-250-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 250 awesome open-source projects with a total of 560K stars grouped into 15 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) _42 projects_
- [Code Formatters](#code-formatters) _6 projects_
- [Code Refactoring](#code-refactoring) _18 projects_
- [Code Security](#code-security) _7 projects_
- [Virtual Environments](#virtual-environments) _8 projects_
- [Dependency & Package Mangers](#dependency--package-mangers) _10 projects_
- [Code Metrics & Complexity](#code-metrics--complexity) _6 projects_
- [Logging](#logging) _19 projects_
- [Documentation](#documentation) _25 projects_
- [Debugging Tools](#debugging-tools) _13 projects_
- [Testing Tools](#testing-tools) _43 projects_
- [Code Packaging](#code-packaging) _15 projects_
- [Build Tools](#build-tools) _14 projects_
- [System Monitoring & Profiling](#system-monitoring--profiling) _15 projects_
- [AST Tools](#ast-tools) _5 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> (🥇36 · 10K) - Optional static typing for Python 3 and 2 (PEP 484). <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/python/mypy) (👨💻 460 · 🔀 1.7K · 📦 32K · 📋 6.2K - 26% open · 13.04.2021):
```
git clone https://github.com/python/mypy
```
- [PyPi](https://pypi.org/project/mypy) (📥 6M / month · 📦 6.1K · 19.02.2021):
```
pip install mypy
```
- [Conda](https://anaconda.org/conda-forge/mypy) (📥 840K · 02.04.2021):
```
conda install -c conda-forge mypy
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/flake8">flake8</a></b> (🥇35 · 1.2K) - 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) (👨💻 150 · 🔀 180 · 📦 160K · 📋 1.3K - 2% open · 12.04.2021):
```
git clone https://github.com/PyCQA/flake8
```
- [PyPi](https://pypi.org/project/flake8) (📥 11M / month · 📦 71K · 14.03.2021):
```
pip install flake8
```
- [Conda](https://anaconda.org/conda-forge/flake8) (📥 2.3M · 15.03.2021):
```
conda install -c conda-forge flake8
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pycodestyle">pycodestyle</a></b> (🥇34 · 4.3K) - 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) (👨💻 120 · 🔀 600 · 📦 130K · 📋 640 - 17% open · 03.04.2021):
```
git clone https://github.com/PyCQA/pycodestyle
```
- [PyPi](https://pypi.org/project/pycodestyle) (📥 16M / month · 📦 21K · 14.03.2021):
```
pip install pycodestyle
```
- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 2.4M · 15.03.2021):
```
conda install -c conda-forge pycodestyle
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pylint">pylint</a></b> (🥇33 · 3.3K) - It's not just a linter that annoys you!. <code><a href="http://bit.ly/2KucAZR">❗GPL-2.0</a></code></summary>
- [GitHub](https://github.com/PyCQA/pylint) (👨💻 380 · 🔀 690 · 📋 3.4K - 20% open · 12.04.2021):
```
git clone https://github.com/PyCQA/pylint
```
- [PyPi](https://pypi.org/project/pylint) (📥 9.7M / month · 📦 38K · 30.03.2021):
```
pip install pylint
```
- [Conda](https://anaconda.org/conda-forge/pylint) (📥 1.8M · 03.03.2021):
```
conda install -c conda-forge pylint
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pyflakes">pyflakes</a></b> (🥇32 · 1K) - 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) (👨💻 76 · 🔀 140 · 📦 84K · 📋 420 - 19% open · 24.03.2021):
```
git clone https://github.com/PyCQA/pyflakes
```
- [PyPi](https://pypi.org/project/pyflakes) (📥 12M / month · 📦 26K · 24.03.2021):
```
pip install pyflakes
```
- [Conda](https://anaconda.org/conda-forge/pyflakes) (📥 2.3M · 24.03.2021):
```
conda install -c conda-forge pyflakes
```
</details>
<details><summary><b><a href="https://github.com/davidhalter/parso">parso</a></b> (🥇32 · 390) - A Python Parser. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/davidhalter/parso) (👨💻 40 · 🔀 67 · 📦 120K · 📋 97 - 8% open · 07.04.2021):
```
git clone https://github.com/davidhalter/parso
```
- [PyPi](https://pypi.org/project/parso) (📥 14M / month · 📦 11K · 30.03.2021):
```
pip install parso
```
- [Conda](https://anaconda.org/conda-forge/parso) (📥 3.7M · 31.03.2021):
```
conda install -c conda-forge parso
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pydocstyle">pydocstyle</a></b> (🥈30 · 760) - docstring style checker. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/pydocstyle) (👨💻 71 · 🔀 150 · 📥 51 · 📦 16K · 📋 260 - 27% open · 18.03.2021):
```
git clone https://github.com/PyCQA/pydocstyle
```
- [PyPi](https://pypi.org/project/pydocstyle) (📥 1.8M / month · 📦 3.9K · 18.03.2021):
```
pip install pydocstyle
```
- [Conda](https://anaconda.org/conda-forge/pydocstyle) (📥 330K · 19.03.2021):
```
conda install -c conda-forge pydocstyle
```
</details>
<details><summary><b><a href="https://github.com/openstack/hacking">hacking</a></b> (🥈30 · 220) - 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) (👨💻 180 · 🔀 68 · 01.04.2021):
```
git clone https://github.com/openstack/hacking
```
- [PyPi](https://pypi.org/project/hacking) (📥 450K / month · 📦 8.7K · 12.11.2020):
```
pip install hacking
```
</details>
<details><summary><b><a href="https://github.com/facebook/pyre-check">pyre-check</a></b> (🥈29 · 5.3K) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/facebook/pyre-check) (👨💻 150 · 🔀 310 · 📋 250 - 25% open · 15.04.2021):
```
git clone https://github.com/facebook/pyre-check
```
- [PyPi](https://pypi.org/project/pyre-check) (📥 20K / month · 📦 46 · 05.03.2021):
```
pip install pyre-check
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/flake8-bugbear">flake8-bugbear</a></b> (🥈29 · 530) - 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) (👨💻 37 · 🔀 41 · 📦 3.4K · 📋 89 - 40% open · 01.04.2021):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 750K / month · 📦 1K · 01.04.2021):
```
pip install flake8-bugbear
```
- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 250K · 02.04.2021):
```
conda install -c conda-forge flake8-bugbear
```
</details>
<details><summary><b><a href="https://github.com/microsoft/pyright">pyright</a></b> (🥈28 · 6.6K) - Static type checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/microsoft/pyright) (👨💻 55 · 🔀 300 · 📦 65 · 📋 1.5K - 0% open · 14.04.2021):
```
git clone https://github.com/Microsoft/pyright
```
- [NPM](https://www.npmjs.com/package/pyright) (📥 61K / month · 📦 4 · 07.04.2021):
```
npm install pyright
```
</details>
<details><summary><b><a href="https://github.com/google/pytype">pytype</a></b> (🥈28 · 3.2K) - 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) (👨💻 60 · 🔀 190 · 📋 410 - 23% open · 14.04.2021):
```
git clone https://github.com/google/pytype
```
- [PyPi](https://pypi.org/project/pytype) (📥 91K / month · 📦 88 · 09.04.2021):
```
pip install pytype
```
- [Conda](https://anaconda.org/conda-forge/pytype) (📥 40K · 13.10.2020):
```
conda install -c conda-forge pytype
```
</details>
<details><summary><b><a href="https://github.com/coala/coala">coala</a></b> (🥈28 · 3.2K) - coala provides a unified command-line interface for linting and.. <code><a href="http://bit.ly/3pwmjO5">AGPL-3.0</a></code></summary>
- [GitHub](https://github.com/coala/coala) (👨💻 480 · 🔀 1.4K · 📥 140 · 📦 10 · 📋 3.2K - 26% open · 29.03.2021):
```
git clone https://github.com/coala/coala
```
- [PyPi](https://pypi.org/project/coala-bears) (📥 22K / month · 📦 210 · 10.11.2017):
```
pip install coala-bears
```
</details>
<details><summary><b><a href="https://github.com/wemake-services/wemake-python-styleguide">wemake-python-styleguide</a></b> (🥈28 · 1.4K) - 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) (👨💻 140 · 🔀 270 · 📦 300 · 📋 950 - 8% open · 15.04.2021):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 60K / month · 📦 14 · 27.02.2021):
```
pip install wemake-python-styleguide
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pylint-django">pylint-django</a></b> (🥈28 · 460) - 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) (👨💻 58 · 🔀 97 · 📥 180 · 📦 13K · 📋 170 - 14% open · 09.04.2021):
```
git clone https://github.com/PyCQA/pylint-django
```
- [PyPi](https://pypi.org/project/pylint-django) (📥 600K / month · 📦 2.2K · 10.01.2021):
```
pip install pylint-django
```
- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 76K · 12.01.2021):
```
conda install -c conda-forge pylint-django
```
</details>
<details><summary><b><a href="https://github.com/terrencepreilly/darglint">darglint</a></b> (🥈26 · 300) - A python documentation linter which checks that the docstring description.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/terrencepreilly/darglint) (👨💻 21 · 🔀 24 · 📦 370 · 📋 120 - 28% open · 04.04.2021):
```
git clone https://github.com/terrencepreilly/darglint
```
- [PyPi](https://pypi.org/project/darglint) (📥 140K / month · 📦 20 · 22.02.2021):
```
pip install darglint
```
- [Conda](https://anaconda.org/conda-forge/darglint) (📥 11K · 05.04.2021):
```
conda install -c conda-forge darglint
```
</details>
<details><summary><b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉25 · 340) - 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/dropbox/mypy-protobuf) (👨💻 27 · 🔀 53 · 📦 210 · 📋 70 - 17% open · 25.02.2021):
```
git clone https://github.com/dropbox/mypy-protobuf
```
- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 710K / month · 📦 24 · 04.02.2021):
```
pip install mypy-protobuf
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/flake8-import-order">flake8-import-order</a></b> (🥉25 · 230 · 💤) - 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) (👨💻 40 · 🔀 61 · 📋 95 - 11% open · 04.08.2020):
```
git clone https://github.com/PyCQA/flake8-import-order
```
- [PyPi](https://pypi.org/project/flake8-import-order) (📥 370K / month · 📦 1.9K · 04.03.2019):
```
pip install flake8-import-order
```
- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 190K · 06.03.2019):
```
conda install -c conda-forge flake8-import-order
```
</details>
<details><summary><b><a href="https://github.com/mgedmin/check-manifest">check-manifest</a></b> (🥉25 · 220) - 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) (👨💻 19 · 🔀 29 · 📦 4.7K · 📋 85 - 17% open · 08.04.2021):
```
git clone https://github.com/mgedmin/check-manifest
```
- [PyPi](https://pypi.org/project/check-manifest) (📥 230K / month · 📦 1.8K · 04.01.2021):
```
pip install check-manifest
```
- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 25K · 04.01.2021):
```
conda install -c conda-forge check-manifest
```
</details>
<details><summary><b><a href="https://github.com/zheller/flake8-quotes">flake8-quotes</a></b> (🥉25 · 120 · 💤) - 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) (👨💻 28 · 🔀 33 · 📦 3K · 📋 42 - 7% open · 12.05.2020):
```
git clone https://github.com/zheller/flake8-quotes
```
- [PyPi](https://pypi.org/project/flake8-quotes) (📥 500K / month · 📦 1.4K · 12.05.2020):
```
pip install flake8-quotes
```
- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (📥 270K · 13.05.2020):
```
conda install -c conda-forge flake8-quotes
```
</details>
<details><summary><b><a href="https://github.com/gforcada/flake8-isort">flake8-isort</a></b> (🥉24 · 110 · 💤) - 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) (👨💻 28 · 🔀 35 · 📦 2.7K · 📋 46 - 19% open · 11.08.2020):
```
git clone https://github.com/gforcada/flake8-isort
```
- [PyPi](https://pypi.org/project/flake8-isort) (📥 390K / month · 📦 930 · 11.08.2020):
```
pip install flake8-isort
```
- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 11K · 11.08.2020):
```
conda install -c conda-forge flake8-isort
```
</details>
<details><summary><b><a href="https://github.com/adamchainz/flake8-comprehensions">flake8-comprehensions</a></b> (🥉23 · 260) - 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) (👨💻 10 · 🔀 13 · 📋 37 - 18% open · 10.04.2021):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 500K / month · 📦 710 · 18.03.2021):
```
pip install flake8-comprehensions
```
- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 310K · 18.03.2021):
```
conda install -c conda-forge flake8-comprehensions
```
</details>
<details><summary><b><a href="https://github.com/wemake-services/flake8-eradicate">flake8-eradicate</a></b> (🥉22 · 180) - 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) (👨💻 9 · 🔀 6 · 📋 26 - 7% open · 12.04.2021):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 190K / month · 📦 72 · 12.10.2020):
```
pip install flake8-eradicate
```
</details>
<details><summary><b><a href="https://github.com/gforcada/flake8-builtins">flake8-builtins</a></b> (🥉22 · 62) - 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) (👨💻 14 · 🔀 16 · 📦 1.9K · 📋 33 - 6% open · 14.04.2021):
```
git clone https://github.com/gforcada/flake8-builtins
```
- [PyPi](https://pypi.org/project/flake8-builtins) (📥 340K / month · 📦 510 · 14.05.2020):
```
pip install flake8-builtins
```
- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 110K · 18.05.2020):
```
conda install -c conda-forge flake8-builtins
```
</details>
<details><summary><b><a href="https://github.com/Instagram/Fixit">Fixit</a></b> (🥉21 · 230) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/Instagram/Fixit) (👨💻 24 · 🔀 36 · 📦 5 · 📋 42 - 54% open · 31.03.2021):
```
git clone https://github.com/Instagram/Fixit
```
- [PyPi](https://pypi.org/project/fixit) (📥 1.3K / month · 11.12.2020):
```
pip install fixit
```
</details>
<details><summary><b><a href="https://github.com/predictive-analytics-lab/data-science-types">data-science-types</a></b> (🥉21 · 180) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/predictive-analytics-lab/data-science-types) (👨💻 44 · 🔀 59 · 📋 62 - 62% open · 16.02.2021):
```
git clone https://github.com/predictive-analytics-lab/data-science-types
```
- [PyPi](https://pypi.org/project/data-science-types) (📥 15K / month · 16.02.2021):
```
pip install data-science-types
```
</details>
<details><summary><b><a href="https://github.com/jschaf/pylint-flask">pylint-flask</a></b> (🥉21 · 56) - 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 · 🔀 9 · 📦 4.8K · 📋 9 - 44% open · 10.03.2021):
```
git clone https://github.com/jschaf/pylint-flask
```
- [PyPi](https://pypi.org/project/pylint-flask) (📥 190K / month · 📦 710 · 30.01.2019):
```
pip install pylint-flask
```
- [Conda](https://anaconda.org/conda-forge/pylint-flask) (📥 47K · 02.02.2019):
```
conda install -c conda-forge pylint-flask
```
</details>
<details><summary><b><a href="https://github.com/ambv/flake8-mypy">flake8-mypy</a></b> (🥉20 · 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></summary>
- [GitHub](https://github.com/ambv/flake8-mypy) (👨💻 8 · 🔀 15 · 📦 660 · 📋 22 - 86% open · 19.06.2020):
```
git clone https://github.com/ambv/flake8-mypy
```
- [PyPi](https://pypi.org/project/flake8-mypy) (📥 50K / month · 📦 200 · 31.08.2017):
```
pip install flake8-mypy
```
</details>
<details><summary><b><a href="https://github.com/peterjc/flake8-black">flake8-black</a></b> (🥉20 · 83 · 💤) - 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) (👨💻 4 · 🔀 7 · 📦 660 · 📋 17 - 23% open · 25.07.2020):
```
git clone https://github.com/peterjc/flake8-black
```
- [PyPi](https://pypi.org/project/flake8-black) (📥 170K / month · 📦 36 · 25.07.2020):
```
pip install flake8-black
```
- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 89K · 25.07.2020):
```
conda install -c conda-forge flake8-black
```
</details>
<details><summary><b><a href="https://github.com/life4/flakehell">flakehell</a></b> (🥉19 · 220) - 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></summary>
- [GitHub](https://github.com/life4/flakehell) (👨💻 15 · 🔀 32 · 📥 50 · 11.01.2021):
```
git clone https://github.com/life4/flakehell
```
- [PyPi](https://pypi.org/project/flakehell) (📥 31K / month · 11.01.2021):
```
pip install flakehell
```
</details>
<details><summary><b><a href="https://github.com/tylerwince/flake8-bandit">flake8-bandit</a></b> (🥉19 · 60 · 💤) - 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) (👨💻 5 · 🔀 15 · 📋 10 - 30% open · 29.08.2020):
```
git clone https://github.com/tylerwince/flake8-bandit
```
- [PyPi](https://pypi.org/project/flake8-bandit) (📥 180K / month · 📦 160 · 08.10.2019):
```
pip install flake8-bandit
```
</details>
<details><summary><b><a href="https://github.com/andreoliwa/nitpick">nitpick</a></b> (🥉18 · 140) - Enforce the same settings across multiple language-independent.. <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) (👨💻 9 · 🔀 9 · 📥 3 · 📋 82 - 36% open · 13.04.2021):
```
git clone https://github.com/andreoliwa/nitpick
```
- [PyPi](https://pypi.org/project/nitpick) (📥 8.6K / month · 16.03.2021):
```
pip install nitpick
```
</details>
<details><summary><b><a href="https://github.com/deppen8/pandas-vet">pandas-vet</a></b> (🥉18 · 93) - 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></summary>
- [GitHub](https://github.com/deppen8/pandas-vet) (👨💻 10 · 🔀 14 · 📥 31 · 📦 36 · 📋 49 - 42% open · 03.03.2021):
```
git clone https://github.com/deppen8/pandas-vet
```
- [PyPi](https://pypi.org/project/pandas-vet) (📥 6.2K / month · 01.02.2020):
```
pip install pandas-vet
```
- [Conda](https://anaconda.org/conda-forge/pandas-vet) (📥 6.2K · 01.02.2020):
```
conda install -c conda-forge pandas-vet
```
</details>
<details><summary><b><a href="https://github.com/beartype/beartype">beartype</a></b> (🥉17 · 210) - Unbearably fast O(1) runtime type-checking in pure Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/beartype/beartype) (👨💻 4 · 🔀 6 · 📋 23 - 17% open · 14.04.2021):
```
git clone https://github.com/beartype/beartype
```
- [PyPi](https://pypi.org/project/beartype) (📥 8.8K / month · 04.03.2021):
```
pip install beartype
```
- [Conda](https://anaconda.org/conda-forge/beartype) (📥 3.5K · 04.03.2021):
```
conda install -c conda-forge beartype
```
</details>
<details><summary><b><a href="https://github.com/hchasestevens/bellybutton">bellybutton</a></b> (🥉17 · 200) - Custom Python linting through AST expressions. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/hchasestevens/bellybutton) (👨💻 4 · 🔀 7 · 📦 4 · 📋 13 - 53% open · 27.11.2020):
```
git clone https://github.com/hchasestevens/bellybutton
```
- [PyPi](https://pypi.org/project/bellybutton) (📥 6.5K / month · 27.11.2020):
```
pip install bellybutton
```
</details>
<details><summary><b><a href="https://github.com/lyft/linty_fresh">linty_fresh</a></b> (🥉14 · 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></summary>
- [GitHub](https://github.com/lyft/linty_fresh) (👨💻 17 · 🔀 21 · 📋 9 - 88% open · 30.11.2020):
```
git clone https://github.com/lyft/linty_fresh
```
- [PyPi](https://pypi.org/project/linty-fresh) (📥 120 / month · 12.12.2018):
```
pip install linty-fresh
```
</details>
<details><summary>Show 6 hidden projects...</summary>
- <b><a href="https://github.com/PyCQA/pep8-naming">pep8-naming</a></b> (🥈27 · 290) - Naming Convention checker for Python. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code>
- <b><a href="https://github.com/klen/pylama">pylama</a></b> (🥉25 · 770 · 💀) - Code audit tool for python. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>
- <b><a href="https://github.com/PyCQA/flake8-commas">flake8-commas</a></b> (🥉23 · 120 · 💀) - Flake8 extension for enforcing trailing commas 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>
- <b><a href="https://github.com/justinabrahms/imhotep">imhotep</a></b> (🥉18 · 210 · 💀) - A static-analysis bot for Github. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/bndr/pycycle">pycycle</a></b> (🥉17 · 280 · 💀) - 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/cemsbr/yala">yala</a></b> (🥉17 · 9) - 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>
</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> (🥇35 · 20K) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/psf/black) (👨💻 240 · 🔀 1.3K · 📥 12K · 📦 54K · 📋 1.5K - 30% open · 12.04.2021):
```
git clone https://github.com/psf/black
```
- [PyPi](https://pypi.org/project/black) (📥 6.2M / month · 📦 6.2K · 26.08.2020):
```
pip install black
```
- [Conda](https://anaconda.org/conda-forge/black) (📥 1.4M · 07.09.2020):
```
conda install -c conda-forge black
```
</details>
<details><summary><b><a href="https://github.com/hhatto/autopep8">autopep8</a></b> (🥈34 · 3.7K) - 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) (👨💻 50 · 🔀 240 · 📦 71K · 📋 420 - 20% open · 12.04.2021):
```
git clone https://github.com/hhatto/autopep8
```
- [PyPi](https://pypi.org/project/autopep8) (📥 2.2M / month · 📦 10K · 16.03.2021):
```
pip install autopep8
```
- [Conda](https://anaconda.org/conda-forge/autopep8) (📥 440K · 29.03.2021):
```
conda install -c conda-forge autopep8
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/isort">isort</a></b> (🥈33 · 3.8K) - A Python utility / library to sort imports. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/isort) (👨💻 230 · 🔀 390 · 📦 170K · 📋 930 - 2% open · 03.04.2021):
```
git clone https://github.com/PyCQA/isort
```
- [PyPi](https://pypi.org/project/isort) (📥 15M / month · 📦 24K · 31.12.2020):
```
pip install isort
```
- [Conda](https://anaconda.org/conda-forge/isort) (📥 1.8M · 21.03.2021):
```
conda install -c conda-forge isort
```
</details>
<details><summary><b><a href="https://github.com/google/yapf">yapf</a></b> (🥉30 · 12K) - A formatter for Python files. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/google/yapf) (👨💻 120 · 🔀 790 · 📦 19K · 📋 680 - 45% open · 12.03.2021):
```
git clone https://github.com/google/yapf
```
- [PyPi](https://pypi.org/project/yapf) (📥 1.4M / month · 📦 3.4K · 23.04.2020):
```
pip install yapf
```
- [Conda](https://anaconda.org/conda-forge/yapf) (📥 600K · 28.07.2020):
```
conda install -c conda-forge yapf
```
</details>
<details><summary><b><a href="https://github.com/myint/docformatter">docformatter</a></b> (🥉24 · 210) - Formats docstrings to follow PEP 257. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/myint/docformatter) (👨💻 15 · 🔀 30 · 📦 550 · 📋 49 - 55% open · 27.12.2020):
```
git clone https://github.com/myint/docformatter
```
- [PyPi](https://pypi.org/project/docformatter) (📥 78K / month · 📦 110 · 27.12.2020):
```
pip install docformatter
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/myint/pyformat">pyformat</a></b> (🥉18 · 83 · 💀) - 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/davidhalter/jedi">jedi</a></b> (🥇36 · 4.8K) - Awesome autocompletion, static analysis and refactoring library for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/davidhalter/jedi) (👨💻 140 · 🔀 440 · 📦 120K · 📋 1.2K - 1% open · 26.02.2021):
```
git clone https://github.com/davidhalter/jedi
```
- [PyPi](https://pypi.org/project/jedi) (📥 14M / month · 📦 16K · 25.12.2020):
```
pip install jedi
```
- [Conda](https://anaconda.org/conda-forge/jedi) (📥 4.6M · 14.01.2021):
```
conda install -c conda-forge jedi
```
</details>
<details><summary><b><a href="https://github.com/python-rope/rope">rope</a></b> (🥇29 · 1.1K) - a python refactoring library. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
- [GitHub](https://github.com/python-rope/rope) (👨💻 63 · 🔀 120 · 📦 27K · 📋 190 - 40% open · 20.03.2021):
```
git clone https://github.com/python-rope/rope
```
- [PyPi](https://pypi.org/project/rope) (📥 340K / month · 📦 2.9K · 07.10.2020):
```
pip install rope
```
- [Conda](https://anaconda.org/conda-forge/rope) (📥 510K · 07.10.2020):
```
conda install -c conda-forge rope
```
</details>
<details><summary><b><a href="https://github.com/jendrikseipp/vulture">vulture</a></b> (🥈26 · 1.2K) - Find dead Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 27 · 🔀 66 · 📦 880 · 📋 140 - 7% open · 21.01.2021):
```
git clone https://github.com/jendrikseipp/vulture
```
- [PyPi](https://pypi.org/project/vulture) (📥 120K / month · 📦 360 · 16.01.2021):
```
pip install vulture
```
- [Conda](https://anaconda.org/conda-forge/vulture) (📥 42K · 11.08.2020):
```
conda install -c conda-forge vulture
```
</details>
<details><summary><b><a href="https://github.com/myint/autoflake">autoflake</a></b> (🥈26 · 370) - 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/myint/autoflake) (👨💻 17 · 🔀 40 · 📦 2.1K · 📋 55 - 41% open · 27.12.2020):
```
git clone https://github.com/myint/autoflake
```
- [PyPi](https://pypi.org/project/autoflake) (📥 720K / month · 📦 580 · 04.08.2019):
```
pip install autoflake
```
- [Conda](https://anaconda.org/conda-forge/autoflake) (📥 96K · 25.04.2019):
```
conda install -c conda-forge autoflake
```
</details>
<details><summary><b><a href="https://github.com/Instagram/MonkeyType">MonkeyType</a></b> (🥈24 · 3.3K) - A system for Python that generates static type annotations by.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 36 · 🔀 130 · 📦 110 · 📋 140 - 25% open · 08.03.2021):
```
git clone https://github.com/Instagram/MonkeyType
```
- [PyPi](https://pypi.org/project/monkeytype) (📥 22K / month · 📦 34 · 18.05.2020):
```
pip install monkeytype
```
- [Conda](https://anaconda.org/conda-forge/monkeytype) (📥 31K · 19.05.2020):
```
conda install -c conda-forge monkeytype
```
</details>
<details><summary><b><a href="https://github.com/facebookincubator/Bowler">Bowler</a></b> (🥈24 · 1.3K) - Safe code refactoring for modern Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/facebookincubator/Bowler) (👨💻 26 · 🔀 85 · 📋 80 - 57% open · 21.02.2021):
```
git clone https://github.com/facebookincubator/Bowler
```
- [PyPi](https://pypi.org/project/bowler) (📥 61K / month · 📦 10 · 17.09.2020):
```
pip install bowler
```
- [Conda](https://anaconda.org/conda-forge/bowler) (📥 9.3K · 12.06.2019):
```
conda install -c conda-forge bowler
```
</details>
<details><summary><b><a href="https://github.com/asottile/pyupgrade">pyupgrade</a></b> (🥈23 · 910) - 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) (👨💻 15 · 🔀 61 · 📋 170 - 10% open · 09.04.2021):
```
git clone https://github.com/asottile/pyupgrade
```
- [PyPi](https://pypi.org/project/pyupgrade) (📥 99K / month · 📦 10 · 20.03.2021):
```
pip install pyupgrade
```
- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 190K · 09.04.2021):
```
conda install -c conda-forge pyupgrade
```
</details>
<details><summary><b><a href="https://github.com/dropbox/pyannotate">pyannotate</a></b> (🥉21 · 1.2K) - Auto-generate PEP-484 annotations. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/dropbox/pyannotate) (👨💻 16 · 🔀 45 · 📦 58 · 📋 58 - 43% open · 19.03.2021):
```
git clone https://github.com/dropbox/pyannotate
```
- [PyPi](https://pypi.org/project/pyannotate) (📥 3.8K / month · 📦 26 · 16.09.2019):
```
pip install pyannotate
```
</details>
<details><summary><b><a href="https://github.com/asottile/add-trailing-comma">add-trailing-comma</a></b> (🥉21 · 170) - 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) (👨💻 9 · 🔀 13 · 📋 34 - 2% open · 12.04.2021):
```
git clone https://github.com/asottile/add-trailing-comma
```
- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 8.5K / month · 📦 14 · 24.01.2021):
```
pip install add-trailing-comma
```
</details>
<details><summary><b><a href="https://github.com/hakancelik96/unimport">unimport</a></b> (🥉18 · 98) - A linter, formatter for finding and removing unused import statements. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/hakancelik96/unimport) (👨💻 11 · 🔀 16 · 📦 5 · 📋 69 - 10% open · 12.04.2021):
```
git clone https://github.com/hakancelik96/unimport
```
- [PyPi](https://pypi.org/project/unimport) (📥 3.2K / month · 10.03.2021):
```
pip install unimport
```
</details>
<details><summary><b><a href="https://github.com/ambv/retype">retype</a></b> (🥉17 · 97) - 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) (👨💻 7 · 🔀 15 · 📋 12 - 75% open · 20.03.2021):
```
git clone https://github.com/ambv/retype
```
- [PyPi](https://pypi.org/project/retype) (📥 1.2K / month · 📦 34 · 11.10.2020):
```
pip install retype
```
- [Conda](https://anaconda.org/conda-forge/retype) (📥 13K · 11.10.2020):
```
conda install -c conda-forge retype
```
</details>
<details><summary><b><a href="https://github.com/elmotec/massedit">massedit</a></b> (🥉17 · 88) - Programmatically edit text files with Python. Useful for source to source.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/elmotec/massedit) (👨💻 6 · 🔀 13 · 📥 15 · 📋 8 - 37% open · 23.12.2020):
```
git clone https://github.com/elmotec/massedit
```
- [PyPi](https://pypi.org/project/massedit) (📥 1.1K / month · 📦 10 · 23.12.2020):
```
pip install massedit
```
</details>
<details><summary><b><a href="https://github.com/ilevkivskyi/com2ann">com2ann</a></b> (🥉14 · 84) - 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) (👨💻 3 · 🔀 4 · 📦 2 · 📋 18 - 22% open · 07.03.2021):
```
git clone https://github.com/ilevkivskyi/com2ann
```
- [PyPi](https://pypi.org/project/com2ann) (📥 1.1K / month · 17.06.2019):
```
pip install com2ann
```
</details>
<details><summary>Show 5 hidden projects...</summary>
- <b><a href="https://github.com/PyCQA/redbaron">redbaron</a></b> (🥈23 · 580 · 💀) - Bottom-up approach to refactoring in python. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>
- <b><a href="https://github.com/PyCQA/baron">baron</a></b> (🥉22 · 260 · 💀) - 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/myint/eradicate">eradicate</a></b> (🥉19 · 110) - Removes commented-out code from Python files. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code>
- <b><a href="https://github.com/myint/unify">unify</a></b> (🥉19 · 53 · 💀) - 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> (🥉17 · 110 · 💀) - A library that modifies python source code to conform to pep8. <code><a href="http://bit.ly/3nYMfla">Apache-2</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> (🥇32 · 3.1K) - 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) (👨💻 130 · 🔀 320 · 📥 34 · 📦 6.4K · 📋 530 - 31% open · 12.04.2021):
```
git clone https://github.com/PyCQA/bandit
```
- [PyPi](https://pypi.org/project/bandit) (📥 1.4M / month · 📦 2.4K · 13.12.2020):
```
pip install bandit
```
- [Conda](https://anaconda.org/conda-forge/bandit) (📥 57K · 10.03.2021):
```
conda install -c conda-forge bandit
```
</details>
<details><summary><b><a href="https://github.com/pyupio/safety">safety</a></b> (🥈28 · 990) - Safety checks your installed dependencies for known security vulnerabilities. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyupio/safety) (👨💻 35 · 🔀 82 · 📥 36K · 📦 1.8K · 📋 110 - 39% open · 19.02.2021):
```
git clone https://github.com/pyupio/safety
```
- [PyPi](https://pypi.org/project/safety) (📥 500K / month · 📦 540 · 15.01.2021):
```
pip install safety
```
- [Conda](https://anaconda.org/conda-forge/safety) (📥 16K · 15.01.2021):
```
conda install -c conda-forge safety
```
</details>
<details><summary><b><a href="https://github.com/sqlmapproject/sqlmap">sqlmap</a></b> (🥈26 · 20K) - Automatic SQL injection and database takeover tool. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨💻 100 · 🔀 4.2K · 📋 4.3K - 1% open · 13.04.2021):
```
git clone https://github.com/sqlmapproject/sqlmap
```
- [PyPi](https://pypi.org/project/sqlmap) (📥 6.4K / month · 📦 8 · 03.03.2021):
```
pip install sqlmap
```
</details>
<details><summary><b><a href="https://github.com/landscapeio/dodgy">dodgy</a></b> (🥉22 · 88) - Looks at Python code to search for things which look dodgy such as passwords.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/landscapeio/dodgy) (👨💻 14 · 🔀 17 · 📦 1.3K · 📋 11 - 72% open · 21.03.2021):
```
git clone https://github.com/landscapeio/dodgy
```
- [PyPi](https://pypi.org/project/dodgy) (📥 160K / month · 📦 520 · 31.12.2019):
```
pip install dodgy
```
- [Conda](https://anaconda.org/conda-forge/dodgy) (📥 23K · 10.06.2020):
```
conda install -c conda-forge dodgy
```
</details>
<details><summary><b><a href="https://github.com/dlint-py/dlint">dlint</a></b> (🥉19 · 320) - 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) (👨💻 7 · 🔀 13 · 📋 32 - 62% open · 08.12.2020):
```
git clone https://github.com/dlint-py/dlint
```
- [PyPi](https://pypi.org/project/dlint) (📥 24K / month · 📦 18 · 30.10.2020):
```
pip install dlint
```
</details>
<details><summary>Show 2 hidden projects...</summary>
- <b><a href="https://github.com/dashingsoft/pyarmor">pyarmor</a></b> (🥉23 · 900) - 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/python-security/pyt">pyt</a></b> (🥉22 · 2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</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> (🥇37 · 22K · 📈) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/pipenv) (👨💻 380 · 🔀 1.6K · 📦 18K · 📋 3.4K - 14% open · 07.04.2021):
```
git clone https://github.com/pypa/pipenv
```
- [PyPi](https://pypi.org/project/pipenv) (📥 3.5M / month · 📦 2.3K · 15.11.2020):
```
pip install pipenv
```
- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 38K · 15.11.2020):
```
conda install -c conda-forge pipenv
```
</details>
<details><summary><b><a href="https://github.com/pypa/virtualenv">virtualenv</a></b> (🥈32 · 3.8K) - Virtual Python Environment builder. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/virtualenv) (👨💻 170 · 🔀 880 · 📋 1.1K - 5% open · 08.04.2021):
```
git clone https://github.com/pypa/virtualenv
```
- [PyPi](https://pypi.org/project/virtualenv) (📥 19M / month · 📦 34K · 16.03.2021):
```
pip install virtualenv
```
- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 780K · 16.03.2021):
```
conda install -c conda-forge virtualenv
```
</details>
<details><summary><b><a href="https://github.com/pyenv/pyenv">pyenv</a></b> (🥈25 · 23K) - Simple Python version management. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyenv/pyenv) (👨💻 310 · 🔀 2K · 📋 1.3K - 21% open · 09.04.2021):
```
git clone https://github.com/pyenv/pyenv
```
- [PyPi](https://pypi.org/project/pyenv) (📥 6.8K / month · 📦 1 · 12.01.2019):
```
pip install pyenv
```
</details>
<details><summary><b><a href="https://github.com/spotify/dh-virtualenv">dh-virtualenv</a></b> (🥉15 · 1.4K) - 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) (👨💻 56 · 🔀 160 · 📋 180 - 13% open · 12.04.2021):
```
git clone https://github.com/spotify/dh-virtualenv
```
</details>
<details><summary>Show 4 hidden projects...</summary>
- <b><a href="https://github.com/pyenv/pyenv-virtualenv">pyenv-virtualenv</a></b> (🥉18 · 4.2K · 💀) - a pyenv plugin to manage virtualenv (a.k.a. python-.. <code><a href="http://bit.ly/34MBwT8">MIT</a></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> (🥉15 · 130 · 💀) - A PipEnv Environment Switcher. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyenv/pyenv-installer">pyenv-installer</a></b> (🥉14 · 2.6K · 💀) - This tool is used to install `pyenv` and friends. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Dependency & Package Mangers
<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> (🥇34 · 7K) - The Python package installer. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/pip) (👨💻 600 · 🔀 2.2K · 📦 47K · 📋 5.6K - 16% open · 15.04.2021):
```
git clone https://github.com/pypa/pip
```
- [PyPi](https://pypi.org/project/pip) (📥 84M / month · 📦 19K · 30.01.2021):
```
pip install pip
```
- [Conda](https://anaconda.org/conda-forge/pip) (📥 19M · 30.01.2021):
```
conda install -c conda-forge pip
```
</details>
<details><summary><b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈32 · 15K) - Python dependency management and packaging made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/python-poetry/poetry) (👨💻 270 · 🔀 1.2K · 📥 5.8M · 📋 2.9K - 36% open · 14.04.2021):
```
git clone https://github.com/python-poetry/poetry
```
- [PyPi](https://pypi.org/project/poetry) (📥 2.3M / month · 📦 64 · 14.04.2021):
```
pip install poetry
```
- [Conda](https://anaconda.org/conda-forge/poetry) (📥 190K · 15.04.2021):
```
conda install -c conda-forge poetry
```
</details>
<details><summary><b><a href="https://github.com/conda/conda">conda</a></b> (🥈32 · 4.1K) - OS-agnostic, system-level binary package manager and ecosystem. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/conda/conda) (👨💻 350 · 🔀 1K · 📋 7.9K - 24% open · 14.04.2021):
```
git clone https://github.com/conda/conda
```
- [PyPi](https://pypi.org/project/conda) (📥 53K / month · 📦 2.1K · 22.04.2017):
```
pip install conda
```
- [Conda](https://anaconda.org/conda-forge/conda) (📥 17M · 14.04.2021):
```
conda install -c conda-forge conda
```
</details>
<details><summary><b><a href="https://github.com/jazzband/pip-tools">pip-tools</a></b> (🥈31 · 4.9K · 📉) - 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) (👨💻 150 · 🔀 430 · 📋 730 - 16% open · 14.04.2021):
```
git clone https://github.com/jazzband/pip-tools
```
- [PyPi](https://pypi.org/project/pip-tools) (📥 3.2M / month · 📦 3.3K · 16.03.2021):
```
pip install pip-tools
```
- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 9.5K · 14.04.2021):
```
conda install -c conda-forge pip-tools
```
</details>
<details><summary><b><a href="https://github.com/bndr/pipreqs">pipreqs</a></b> (🥉29 · 3.3K) - 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) (👨💻 46 · 🔀 220 · 📦 4.8K · 📋 160 - 50% open · 29.03.2021):
```
git clone https://github.com/bndr/pipreqs
```
- [PyPi](https://pypi.org/project/pipreqs) (📥 100K / month · 📦 530 · 14.11.2019):
```
pip install pipreqs
```
- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 20K · 14.11.2019):
```
conda install -c conda-forge pipreqs
```
</details>
<details><summary><b><a href="https://github.com/mamba-org/mamba">mamba</a></b> (🥉25 · 1.4K) - 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) (👨💻 43 · 🔀 76 · 📦 310 · 📋 410 - 27% open · 15.04.2021):
```
git clone https://github.com/mamba-org/mamba
```
- [Conda](https://anaconda.org/conda-forge/mamba) (📥 680K · 01.04.2021):
```
conda install -c conda-forge mamba
```
</details>
<details><summary><b><a href="https://github.com/pipxproject/pipx">pipx</a></b> (🥉23 · 3.4K) - Install and Run Python Applications in Isolated Environments. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pipxproject/pipx) (👨💻 55 · 🔀 150 · 📋 370 - 17% open · 13.04.2021):
```
git clone https://github.com/pipxproject/pipx
```
- [PyPi](https://pypi.org/project/pipx) (📥 44K / month · 📦 4 · 16.01.2021):
```
pip install pipx
```
</details>
<details><summary><b><a href="https://github.com/dephell/dephell">dephell</a></b> (🥉23 · 1.7K · 📈) - Python project management. Manage packages: convert between formats,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/dephell/dephell) (👨💻 37 · 🔀 97 · 📥 120 · 📦 140 · 📋 260 - 38% open · 11.01.2021):
```
git clone https://github.com/dephell/dephell
```
- [PyPi](https://pypi.org/project/dephell) (📥 22K / month · 📦 8 · 28.04.2020):
```
pip install dephell
```
</details>
<details><summary><b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉19 · 730) - An installation and dependency system for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/David-OConnor/pyflow) (👨💻 21 · 🔀 27 · 📥 2.9K · 📋 83 - 51% open · 21.02.2021):
```
git clone https://github.com/David-OConnor/pyflow
```
- [PyPi](https://pypi.org/project/pyflow) (📥 270 / month · 21.11.2020):
```
pip install pyflow
```
</details>
<details><summary><b><a href="https://github.com/jaraco/pip-run">pip-run</a></b> (🥉15 · 60) - 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) (👨💻 9 · 🔀 10 · 📋 41 - 9% open · 24.03.2021):
```
git clone https://github.com/jaraco/pip-run
```
- [PyPi](https://pypi.org/project/pip-run) (📥 4.4K / month · 21.02.2021):
```
pip install pip-run
```
</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/mccabe">mccabe</a></b> (🥇29 · 390) - McCabe complexity checker for Python. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code></summary>
- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 21 · 🔀 39 · 📦 190K · 📋 40 - 17% open · 02.04.2021):
```
git clone https://github.com/PyCQA/mccabe
```
- [PyPi](https://pypi.org/project/mccabe) (📥 17M / month · 📦 31K · 26.01.2017):
```
pip install mccabe
```
- [Conda](https://anaconda.org/conda-forge/mccabe) (📥 2.5M · 08.07.2018):
```
conda install -c conda-forge mccabe
```
</details>
<details><summary><b><a href="https://github.com/rubik/radon">radon</a></b> (🥈28 · 1.2K) - Various code metrics for Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/rubik/radon) (👨💻 43 · 🔀 92 · 📦 1.7K · 📋 150 - 13% open · 09.03.2021):
```
git clone https://github.com/rubik/radon
```
- [PyPi](https://pypi.org/project/radon) (📥 260K / month · 📦 1.1K · 09.03.2021):
```
pip install radon
```
- [Conda](https://anaconda.org/conda-forge/radon) (📥 28K · 18.09.2020):
```
conda install -c conda-forge radon
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/prospector">prospector</a></b> (🥈27 · 1.4K) - 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) (👨💻 67 · 🔀 120 · 📦 2.2K · 📋 260 - 19% open · 21.10.2020):
```
git clone https://github.com/PyCQA/prospector
```
- [PyPi](https://pypi.org/project/prospector) (📥 510K / month · 📦 1.1K · 21.10.2020):
```
pip install prospector
```
- [Conda](https://anaconda.org/conda-forge/prospector) (📥 23K · 18.11.2020):
```
conda install -c conda-forge prospector
```
</details>
<details><summary><b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉20 · 190 · 💤) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/rubik/xenon) (👨💻 7 · 🔀 14 · 📦 200 · 📋 29 - 20% open · 16.09.2020):
```
git clone https://github.com/rubik/xenon
```
- [PyPi](https://pypi.org/project/xenon) (📥 43K / month · 📦 120 · 16.09.2020):
```
pip install xenon
```
- [Conda](https://anaconda.org/conda-forge/xenon) (📥 11K · 12.10.2019):
```
conda install -c conda-forge xenon
```
</details>
<details><summary><b><a href="https://github.com/tonybaloney/wily">wily</a></b> (🥉19 · 700) - 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) (👨💻 15 · 🔀 41 · 📋 76 - 36% open · 02.03.2021):
```
git clone https://github.com/tonybaloney/wily
```
- [PyPi](https://pypi.org/project/wily) (📥 7.2K / month · 📦 8 · 02.09.2020):
```
pip install wily
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/mschwager/cohesion">cohesion</a></b> (🥉12 · 130 · 💀) - A tool for measuring Python class cohesion. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</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/tqdm/tqdm">tqdm</a></b> (🥇36 · 18K) - A Fast, Extensible Progress Bar for Python and CLI. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/tqdm/tqdm) (👨💻 98 · 🔀 920 · 📥 7.7K · 📦 160K · 📋 790 - 35% open · 06.04.2021):
```
git clone https://github.com/tqdm/tqdm
```
- [PyPi](https://pypi.org/project/tqdm) (📥 23M / month · 📦 26K · 06.04.2021):
```
pip install tqdm
```
- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 5.8M · 06.04.2021):
```
conda install -c conda-forge tqdm
```
</details>
<details><summary><b><a href="https://github.com/willmcgugan/rich">rich</a></b> (🥇32 · 25K) - 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/willmcgugan/rich) (👨💻 85 · 🔀 730 · 📦 3.4K · 📋 430 - 0% open · 10.04.2021):
```
git clone https://github.com/willmcgugan/rich
```
- [PyPi](https://pypi.org/project/rich) (📥 1.7M / month · 03.04.2021):
```
pip install rich
```
- [Conda](https://anaconda.org/conda-forge/rich) (📥 160K · 03.04.2021):
```
conda install -c conda-forge rich
```
</details>
<details><summary><b><a href="https://github.com/getsentry/sentry-python">sentry-sdk</a></b> (🥇32 · 900) - The new Python SDK for Sentry.io. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 92 · 🔀 200 · 📥 4.4K · 📦 10K · 📋 510 - 27% open · 14.04.2021):
```
git clone https://github.com/getsentry/sentry-python
```
- [PyPi](https://pypi.org/project/sentry-sdk) (📥 6.6M / month · 📦 990 · 18.02.2021):
```
pip install sentry-sdk
```
- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 74K · 18.02.2021):
```
conda install -c conda-forge sentry-sdk
```
</details>
<details><summary><b><a href="https://github.com/Delgan/loguru">loguru</a></b> (🥈31 · 8.6K) - Python logging made (stupidly) simple. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/Delgan/loguru) (👨💻 29 · 🔀 390 · 📦 6.4K · 📋 380 - 8% open · 19.03.2021):
```
git clone https://github.com/Delgan/loguru
```
- [PyPi](https://pypi.org/project/loguru) (📥 1M / month · 📦 340 · 20.09.2020):
```
pip install loguru
```
- [Conda](https://anaconda.org/conda-forge/loguru) (📥 140K · 10.10.2020):
```
conda install -c conda-forge loguru
```
</details>
<details><summary><b><a href="https://github.com/astanin/python-tabulate">tabulate</a></b> (🥈31 · 780) - 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) (👨💻 67 · 🔀 61 · 📦 41K · 📋 82 - 32% open · 04.03.2021):
```
git clone https://github.com/astanin/python-tabulate
```
- [PyPi](https://pypi.org/project/tabulate) (📥 16M / month · 📦 8.1K · 22.02.2021):
```
pip install tabulate
```
- [Conda](https://anaconda.org/conda-forge/tabulate) (📥 940K · 22.02.2021):
```
conda install -c conda-forge tabulate
```
</details>
<details><summary><b><a href="https://github.com/hynek/structlog">structlog</a></b> (🥈28 · 1.5K) - Structured Logging for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/hynek/structlog) (👨💻 71 · 🔀 130 · 📦 3.1K · 📋 180 - 18% open · 09.04.2021):
```
git clone https://github.com/hynek/structlog
```
- [PyPi](https://pypi.org/project/structlog) (📥 1.7M / month · 📦 1.2K · 18.02.2021):
```
pip install structlog
```
- [Conda](https://anaconda.org/conda-forge/structlog) (📥 100K · 22.02.2021):
```
conda install -c conda-forge structlog
```
</details>
<details><summary><b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥈28 · 950) - 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) (👨💻 43 · 🔀 140 · 📦 14K · 📋 62 - 27% open · 12.10.2020):
```
git clone https://github.com/madzak/python-json-logger
```
- [PyPi](https://pypi.org/project/python-json-logger) (📥 2.7M / month · 📦 920 · 12.10.2020):
```
pip install python-json-logger
```
- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 600K · 12.10.2020):
```
conda install -c conda-forge python-json-logger
```
</details>
<details><summary><b><a href="https://github.com/WoLpH/python-progressbar">progressbar2</a></b> (🥈28 · 680) - 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) (👨💻 38 · 🔀 91 · 📥 1.6K · 📦 8.5K · 📋 190 - 4% open · 15.03.2021):
```
git clone https://github.com/WoLpH/python-progressbar
```
- [PyPi](https://pypi.org/project/progressbar2) (📥 950K / month · 📦 2.2K · 09.09.2020):
```
pip install progressbar2
```
- [Conda](https://anaconda.org/conda-forge/progressbar2) (📥 260K · 09.09.2020):
```
conda install -c conda-forge progressbar2
```
</details>
<details><summary><b><a href="https://github.com/borntyping/python-colorlog">colorlog</a></b> (🥈28 · 680 · 📉) - 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) (👨💻 29 · 🔀 72 · 📦 9.4K · 📋 62 - 1% open · 14.04.2021):
```
git clone https://github.com/borntyping/python-colorlog
```
- [PyPi](https://pypi.org/project/colorlog) (📥 3.7M / month · 📦 3.7K · 13.04.2021):
```
pip install colorlog
```
- [Conda](https://anaconda.org/conda-forge/colorlog) (📥 340K · 14.04.2021):
```
conda install -c conda-forge colorlog
```
</details>
<details><summary><b><a href="https://github.com/xolox/python-coloredlogs">python-coloredlogs</a></b> (🥉26 · 410) - Colored terminal output for Python's logging module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/xolox/python-coloredlogs) (👨💻 16 · 🔀 35 · 📦 7.3K · 📋 72 - 31% open · 10.12.2020):
```
git clone https://github.com/xolox/python-coloredlogs
```
- [PyPi](https://pypi.org/project/coloredlogs) (📥 1.4M / month · 📦 2.1K · 10.12.2020):
```
pip install coloredlogs
```
</details>
<details><summary><b><a href="https://github.com/rsalmei/alive-progress">alive-progress</a></b> (🥉24 · 2.2K) - 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) (👨💻 1 · 🔀 82 · 📦 270 · 📋 58 - 29% open · 08.01.2021):
```
git clone https://github.com/rsalmei/alive-progress
```
- [PyPi](https://pypi.org/project/alive-progress) (📥 16K / month · 08.01.2021):
```
pip install alive-progress
```
- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 6.9K · 08.01.2021):
```
conda install -c conda-forge alive-progress
```
</details>
<details><summary><b><a href="https://github.com/liiight/notifiers">notifiers</a></b> (🥉24 · 1.8K) - The easy way to send notifications. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/liiight/notifiers) (👨💻 14 · 🔀 72 · 📦 120 · 📋 90 - 41% open · 30.12.2020):
```
git clone https://github.com/liiight/notifiers
```
- [PyPi](https://pypi.org/project/notifiers) (📥 290K / month · 📦 6 · 05.10.2019):
```
pip install notifiers
```
</details>
<details><summary><b><a href="https://github.com/Qix-/better-exceptions">better-exceptions</a></b> (🥉23 · 3.9K) - 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) (👨💻 14 · 🔀 200 · 📋 70 - 41% open · 29.01.2021):
```
git clone https://github.com/Qix-/better-exceptions
```
- [PyPi](https://pypi.org/project/better-exceptions) (📥 43K / month · 📦 74 · 29.01.2021):
```
pip install better-exceptions
```
</details>
<details><summary><b><a href="https://github.com/shobrook/rebound">rebound</a></b> (🥉23 · 3.5K) - Command-line tool that instantly fetches Stack Overflow results when an.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/shobrook/rebound) (👨💻 16 · 🔀 330 · 📥 160 · 📦 18 · 📋 58 - 34% open · 04.01.2021):
```
git clone https://github.com/shobrook/rebound
```
- [PyPi](https://pypi.org/project/rebound) (📥 2.3K / month · 📦 14 · 12.02.2021):
```
pip install rebound
```
- [Conda](https://anaconda.org/conda-forge/rebound) (📥 110K · 12.02.2021):
```
conda install -c conda-forge rebound
```
</details>
<details><summary><b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · 1.1K) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/cknd/stackprinter) (👨💻 6 · 🔀 31 · 📦 53 · 📋 22 - 40% open · 01.01.2021):
```
git clone https://github.com/cknd/stackprinter
```
- [PyPi](https://pypi.org/project/stackprinter) (📥 56K / month · 📦 4 · 31.10.2020):
```
pip install stackprinter
```
</details>
<details><summary><b><a href="https://github.com/onelivesleft/PrettyErrors">PrettyErrors</a></b> (🥉20 · 2K) - Prettify Python exception output to make it legible. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/onelivesleft/PrettyErrors) (👨💻 4 · 🔀 63 · 📋 30 - 13% open · 27.12.2020):
```
git clone https://github.com/onelivesleft/PrettyErrors
```
- [PyPi](https://pypi.org/project/pretty_errors) (📥 16K / month · 24.11.2020):
```
pip install pretty_errors
```
</details>
<details><summary>Show 3 hidden projects...</summary>
- <b><a href="https://github.com/getlogbook/logbook">logbook</a></b> (🥈29 · 1.4K · 💀) - A cool logging replacement for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/jazzband/prettytable">prettytable</a></b> (🥈28 · 430) - 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/skorokithakis/tbvaccine">tbvaccine</a></b> (🥉15 · 360 · 💀) - A small utility to pretty-print Python tracebacks. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Documentation
<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/sphinx-doc/sphinx">sphinx</a></b> (🥇38 · 3.9K) - Main repository for the Sphinx documentation builder. <code><a href="http://bit.ly/3aKzpTv">BSD-3</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/sphinx-doc/sphinx) (👨💻 630 · 🔀 1.4K · 📦 140K · 📋 5.3K - 14% open · 15.04.2021):
```
git clone https://github.com/sphinx-doc/sphinx
```
- [PyPi](https://pypi.org/project/sphinx) (📥 4.3M / month · 📦 100K · 11.04.2021):
```
pip install sphinx
```
- [Conda](https://anaconda.org/conda-forge/sphinx) (📥 3.1M · 11.04.2021):
```
conda install -c conda-forge sphinx
```
</details>
<details><summary><b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇35 · 12K) - 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) (👨💻 190 · 🔀 1.7K · 📦 12K · 📋 1.5K - 9% open · 15.04.2021):
```
git clone https://github.com/mkdocs/mkdocs
```
- [PyPi](https://pypi.org/project/mkdocs) (📥 540K / month · 📦 5.9K · 14.05.2020):
```
pip install mkdocs
```
- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 130K · 01.06.2020):
```
conda install -c conda-forge mkdocs
```
</details>
<details><summary><b><a href="https://github.com/readthedocs/sphinx_rtd_theme">sphinx_rtd_theme</a></b> (🥇33 · 3.7K) - 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) (👨💻 100 · 🔀 1.5K · 📦 16 · 📋 650 - 25% open · 09.04.2021):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (📥 2.1M / month · 📦 23K · 05.10.2018):
```
pip install sphinx_rtd_theme
```
- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (📥 1.2M · 06.04.2021):
```
conda install -c conda-forge sphinx_rtd_theme
```
</details>
<details><summary><b><a href="https://github.com/squidfunk/mkdocs-material">mkdocs-material</a></b> (🥈32 · 6K) - A Material Design theme for MkDocs. <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) (👨💻 110 · 🔀 1.5K · 📦 6.1K · 📋 1K - 1% open · 15.04.2021):
```
git clone https://github.com/squidfunk/mkdocs-material
```
- [PyPi](https://pypi.org/project/mkdocs-material) (📥 430K / month · 📦 1.5K · 29.03.2021):
```
pip install mkdocs-material
```
- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 37K · 10.04.2021):
```
conda install -c conda-forge mkdocs-material
```
</details>
<details><summary><b><a href="https://github.com/numpy/numpydoc">numpydoc</a></b> (🥈30 · 17K) - Numpy's Sphinx extensions. <code><a href="http://bit.ly/3aKzpTv">BSD-3</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/numpy/numpydoc) (👨💻 65 · 🔀 5.4K · 📦 25K · 📋 140 - 35% open · 13.04.2021):
```
git clone https://github.com/numpy/numpydoc
```
- [PyPi](https://pypi.org/project/numpydoc) (📥 240K / month · 📦 7.3K · 01.07.2020):
```
pip install numpydoc
```
- [Conda](https://anaconda.org/conda-forge/numpydoc) (📥 750K · 01.10.2020):
```
conda install -c conda-forge numpydoc
```
</details>
<details><summary><b><a href="https://github.com/michaeljones/breathe">breathe</a></b> (🥈29 · 520) - ReStructuredText and Sphinx bridge to Doxygen. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/michaeljones/breathe) (👨💻 93 · 🔀 140 · 📥 14 · 📦 4.3K · 📋 420 - 22% open · 09.04.2021):
```
git clone https://github.com/michaeljones/breathe
```
- [PyPi](https://pypi.org/project/breathe) (📥 86K / month · 📦 2K · 09.04.2021):
```
pip install breathe
```
- [Conda](https://anaconda.org/conda-forge/breathe) (📥 180K · 10.04.2021):
```
conda install -c conda-forge breathe
```
</details>
<details><summary><b><a href="https://github.com/agronholm/sphinx-autodoc-typehints">sphinx-autodoc-typehints</a></b> (🥈26 · 330) - 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/agronholm/sphinx-autodoc-typehints) (👨💻 29 · 🔀 65 · 📋 110 - 38% open · 15.04.2021):
```
git clone https://github.com/agronholm/sphinx-autodoc-typehints
```
- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 230K / month · 📦 1.4K · 12.10.2020):
```
pip install sphinx-autodoc-typehints
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 160K · 15.04.2021):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
</details>
<details><summary><b><a href="https://github.com/executablebooks/sphinx-autobuild">sphinx-autobuild</a></b> (🥈25 · 320) - 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) (👨💻 17 · 🔀 47 · 📋 55 - 20% open · 14.03.2021):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 160K / month · 📦 4.7K · 14.03.2021):
```
pip install sphinx-autobuild
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 49K · 14.03.2021):
```
conda install -c conda-forge sphinx-autobuild
```
</details>
<details><summary><b><a href="https://github.com/mitmproxy/pdoc">pdoc</a></b> (🥉23 · 880) - API Documentation for Python Projects. <code><a href="http://bit.ly/3rvuUlR">Unlicense</a></code></summary>
- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 28 · 🔀 100 · 📦 310 · 📋 150 - 1% open · 11.04.2021):
```
git clone https://github.com/mitmproxy/pdoc
```
- [PyPi](https://pypi.org/project/pdoc) (📥 30K / month · 📦 290 · 28.03.2021):
```
pip install pdoc
```
</details>
<details><summary><b><a href="https://github.com/econchick/interrogate">interrogate</a></b> (🥉22 · 250) - 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) (👨💻 8 · 🔀 17 · 📦 470 · 📋 27 - 40% open · 03.11.2020):
```
git clone https://github.com/econchick/interrogate
```
- [PyPi](https://pypi.org/project/interrogate) (📥 49K / month · 03.11.2020):
```
pip install interrogate
```
</details>
<details><summary><b><a href="https://github.com/zhaoterryy/mkdocs-pdf-export-plugin">mkdocs-pdf-export-plugin</a></b> (🥉21 · 180 · 💤) - 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></summary>
- [GitHub](https://github.com/zhaoterryy/mkdocs-pdf-export-plugin) (👨💻 9 · 🔀 27 · 📦 120 · 📋 72 - 40% open · 23.07.2020):
```
git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (📥 14K / month · 📦 4 · 23.07.2020):
```
pip install mkdocs-pdf-export-plugin
```
</details>
<details><summary><b><a href="https://github.com/mkdocstrings/mkdocstrings">mkdocstrings</a></b> (🥉20 · 340) - 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) (👨💻 19 · 🔀 37 · 📋 170 - 28% open · 04.04.2021):
```
git clone https://github.com/pawamoy/mkdocstrings
```
- [PyPi](https://pypi.org/project/mkdocstrings) (📥 42K / month · 28.02.2021):
```
pip install mkdocstrings
```
</details>
<details><summary><b><a href="https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin">mkdocs-awesome-pages-plugin</a></b> (🥉20 · 140) - 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) (👨💻 2 · 🔀 17 · 📦 320 · 📋 37 - 13% open · 22.12.2020):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 33K / month · 📦 90 · 22.12.2020):
```
pip install mkdocs-awesome-pages-plugin
```
</details>
<details><summary><b><a href="https://github.com/asottile/blacken-docs">blacken-docs</a></b> (🥉19 · 190) - Run `black` on python code blocks in documentation files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/asottile/blacken-docs) (👨💻 12 · 🔀 17 · 📋 26 - 7% open · 12.04.2021):
```
git clone https://github.com/asottile/blacken-docs
```
- [PyPi](https://pypi.org/project/blacken-docs) (📥 4.4K / month · 📦 22 · 02.03.2021):
```
pip install blacken-docs
```
- [Conda](https://anaconda.org/conda-forge/blacken-docs) (📥 16K · 02.03.2021):
```
conda install -c conda-forge blacken-docs
```
</details>
<details><summary><b><a href="https://github.com/clayrisser/sphinx-markdown-builder">sphinx-markdown-builder</a></b> (🥉19 · 98) - 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></summary>
- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (👨💻 16 · 🔀 28 · 📦 130 · 📋 33 - 51% open · 07.10.2020):
```
git clone https://github.com/codejamninja/sphinx-markdown-builder
```
- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 13K / month · 📦 42 · 23.12.2019):
```
pip install sphinx-markdown-builder
```
</details>
<details><summary><b><a href="https://github.com/orzih/mkdocs-with-pdf">mkdocs-with-pdf</a></b> (🥉19 · 51) - 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></summary>
- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (👨💻 5 · 🔀 8 · 📦 16 · 📋 38 - 26% open · 08.04.2021):
```
git clone https://github.com/orzih/mkdocs-with-pdf
```
- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (📥 3.7K / month · 11.01.2021):
```
pip install mkdocs-with-pdf
```
</details>
<details><summary><b><a href="https://github.com/timothycrosley/portray">portray</a></b> (🥉18 · 730) - Your Project with Great Documentation. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/timothycrosley/portray) (👨💻 15 · 🔀 55 · 📋 47 - 40% open · 07.04.2021):
```
git clone https://github.com/timothycrosley/portray
```
- [PyPi](https://pypi.org/project/portray) (📥 6.5K / month · 📦 8 · 02.04.2021):
```
pip install portray
```
</details>
<details><summary><b><a href="https://github.com/ml-tooling/lazydocs">lazydocs</a></b> (🥉14 · 14 · 🐣) - 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) (👨💻 4 · 🔀 3 · 📦 11 · 15.03.2021):
```
git clone https://github.com/ml-tooling/lazydocs
```
- [PyPi](https://pypi.org/project/lazydocs) (📥 570 / month · 15.03.2021):
```
pip install lazydocs
```
</details>
<details><summary>Show 7 hidden projects...</summary>
- <b><a href="https://github.com/bitprophet/alabaster">alabaster</a></b> (🥈31 · 600 · 💀) - Lightweight, configurable Sphinx theme. Now the Sphinx.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</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/ryan-roemer/sphinx-bootstrap-theme">sphinx-bootstrap-theme</a></b> (🥈25 · 580 · 💀) - 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/pycco-docs/pycco">pycco</a></b> (🥉23 · 740 · 💀) - Literate-style documentation generator. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/bitprophet/releases">releases</a></b> (🥉22 · 150 · 💀) - 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>
- <b><a href="https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin">mkdocs-git-revision-date-plugin</a></b> (🥉19 · 32) - 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> (🥉18 · 40) - A tool that allows for versioning sites built with mkdocs. <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/timvink/mkdocs-print-site-plugin">mkdocs-print-site-plugin</a></b> (🥉16 · 15) - MkDocs Plugin allowing your visitors to *File Print.. <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/gotcha/ipdb">ipdb</a></b> (🥇31 · 1.4K) - Integration of IPython pdb. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/gotcha/ipdb) (👨💻 46 · 🔀 130 · 📦 26K · 📋 160 - 33% open · 16.03.2021):
```
git clone https://github.com/gotcha/ipdb
```
- [PyPi](https://pypi.org/project/ipdb) (📥 1.6M / month · 📦 17K · 08.03.2021):
```
pip install ipdb
```
- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 160K · 21.11.2020):
```
conda install -c conda-forge ipdb
```
</details>
<details><summary><b><a href="https://github.com/eliben/pyelftools">pyelftools</a></b> (🥇28 · 1.2K) - Parsing ELF and DWARF in Python. <code><a href="http://bit.ly/3rvuUlR">Unlicense</a></code></summary>
- [GitHub](https://github.com/eliben/pyelftools) (👨💻 75 · 🔀 390 · 📦 2K · 📋 160 - 33% open · 26.01.2021):
```
git clone https://github.com/eliben/pyelftools
```
- [PyPi](https://pypi.org/project/pyelftools) (📥 710K / month · 📦 880 · 27.10.2020):
```
pip install pyelftools
```
- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 62K · 27.10.2020):
```
conda install -c conda-forge pyelftools
```
</details>
<details><summary><b><a href="https://github.com/cool-RR/PySnooper">PySnooper</a></b> (🥈27 · 14K) - Never use print for debugging again. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 25 · 🔀 890 · 📦 370 · 📋 110 - 16% open · 04.04.2021):
```
git clone https://github.com/cool-RR/PySnooper
```
- [PyPi](https://pypi.org/project/pysnooper) (📥 57K / month · 📦 46 · 14.09.2020):
```
pip install pysnooper
```
- [Conda](https://anaconda.org/conda-forge/pysnooper) (📥 34K · 27.02.2021):
```
conda install -c conda-forge pysnooper
```
</details>
<details><summary><b><a href="https://github.com/inducer/pudb">pudb</a></b> (🥈27 · 2K) - Full-screen console debugger for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/inducer/pudb) (👨💻 72 · 🔀 170 · 📦 2.3K · 📋 270 - 51% open · 08.04.2021):
```
git clone https://github.com/inducer/pudb
```
- [PyPi](https://pypi.org/project/pudb) (📥 660K / month · 📦 1.4K · 21.12.2020):
```
pip install pudb
```
- [Conda](https://anaconda.org/conda-forge/pudb) (📥 96K · 15.04.2020):
```
conda install -c conda-forge pudb
```
</details>
<details><summary><b><a href="https://github.com/pdbpp/pdbpp">pdbpp</a></b> (🥈26 · 730) - 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) (👨💻 39 · 🔀 39 · 📦 2K · 📋 160 - 33% open · 22.11.2020):
```
git clone https://github.com/pdbpp/pdbpp
```
- [PyPi](https://pypi.org/project/pdbpp) (📥 200K / month · 📦 1K · 04.10.2019):
```
pip install pdbpp
```
- [Conda](https://anaconda.org/conda-forge/pdbpp) (📥 54K · 07.05.2019):
```
conda install -c conda-forge pdbpp
```
</details>
<details><summary><b><a href="https://github.com/cs01/gdbgui">gdbgui</a></b> (🥉25 · 7.9K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/cs01/gdbgui) (👨💻 35 · 🔀 460 · 📥 3.2K · 📦 82 · 📋 260 - 41% open · 21.12.2020):
```
git clone https://github.com/cs01/gdbgui
```
- [PyPi](https://pypi.org/project/gdbgui) (📥 64K / month · 📦 2 · 21.12.2020):
```
pip install gdbgui
```
</details>
<details><summary><b><a href="https://github.com/agronholm/typeguard">typeguard</a></b> (🥉25 · 620) - Run-time type checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/agronholm/typeguard) (👨💻 17 · 🔀 57 · 📋 150 - 23% open · 01.04.2021):
```
git clone https://github.com/agronholm/typeguard
```
- [PyPi](https://pypi.org/project/typeguard) (📥 1.3M / month · 📦 160 · 01.04.2021):
```
pip install typeguard
```
- [Conda](https://anaconda.org/conda-forge/typeguard) (📥 35K · 01.04.2021):
```
conda install -c conda-forge typeguard
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/python-hunter">python-hunter</a></b> (🥉23 · 600) - 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) (👨💻 8 · 🔀 29 · 📦 59 · 📋 81 - 43% open · 25.03.2021):
```
git clone https://github.com/ionelmc/python-hunter
```
- [PyPi](https://pypi.org/project/hunter) (📥 14K / month · 📦 34 · 26.03.2021):
```
pip install hunter
```
</details>
<details><summary><b><a href="https://github.com/gruns/icecream">icecream</a></b> (🥉22 · 4.5K) - Never use print() to debug again. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/gruns/icecream) (👨💻 13 · 🔀 84 · 📋 60 - 30% open · 06.04.2021):
```
git clone https://github.com/gruns/icecream
```
- [PyPi](https://pypi.org/project/icecream) (📥 31K / month · 📦 6 · 27.01.2021):
```
pip install icecream
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/python-manhole">python-manhole</a></b> (🥉22 · 310) - Debugging manhole for python applications. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/ionelmc/python-manhole) (👨💻 10 · 🔀 15 · 📦 67 · 📋 20 - 25% open · 08.04.2021):
```
git clone https://github.com/ionelmc/python-manhole
```
- [PyPi](https://pypi.org/project/manhole) (📥 14K / month · 📦 66 · 08.04.2021):
```
pip install manhole
```
</details>
<details><summary><b><a href="https://github.com/alexmojaki/snoop">snoop</a></b> (🥉21 · 500) - 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) (👨💻 20 · 🔀 19 · 📦 30 · 📋 26 - 42% open · 26.03.2021):
```
git clone https://github.com/alexmojaki/snoop
```
- [PyPi](https://pypi.org/project/snoop) (📥 27K / month · 📦 8 · 26.03.2021):
```
pip install snoop
```
</details>
<details><summary><b><a href="https://github.com/alexmojaki/birdseye">Birdseye</a></b> (🥉19 · 1.4K) - Graphical Python debugger which lets you easily view the values of all.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/alexmojaki/birdseye) (👨💻 9 · 🔀 70 · 📋 48 - 35% open · 26.03.2021):
```
git clone https://github.com/alexmojaki/birdseye
```
- [PyPi](https://pypi.org/project/birdseye) (📥 1.8K / month · 25.08.2020):
```
pip install birdseye
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/lmacken/pyrasite">pyrasite</a></b> (🥉20 · 2.5K · 💀) - Inject code into running Python processes. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></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> ( 1.2K · 🐣) - 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> (🥇36 · 7.2K · 📈) - The pytest framework makes it easy to write small tests, yet.. <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) (👨💻 700 · 🔀 1.7K · 📦 310K · 📋 4.5K - 14% open · 15.04.2021):
```
git clone https://github.com/pytest-dev/pytest
```
- [PyPi](https://pypi.org/project/pytest) (📥 27M / month · 📦 130K · 03.04.2021):
```
pip install pytest
```
- [Conda](https://anaconda.org/conda-forge/pytest) (📥 7.3M · 05.04.2021):
```
conda install -c conda-forge pytest
```
</details>
<details><summary><b><a href="https://github.com/tox-dev/tox">tox</a></b> (🥇36 · 2.2K) - 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) (👨💻 240 · 🔀 360 · 📦 43K · 📋 1.2K - 11% open · 12.04.2021):
```
git clone https://github.com/tox-dev/tox
```
- [PyPi](https://pypi.org/project/tox) (📥 4.2M / month · 📦 36K · 16.02.2021):
```
pip install tox
```
- [Conda](https://anaconda.org/conda-forge/tox) (📥 260K · 03.03.2021):
```
conda install -c conda-forge tox
```
</details>
<details><summary><b><a href="https://github.com/robotframework/robotframework">robotframework</a></b> (🥇34 · 5.8K · 📈) - Generic automation framework for acceptance testing and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/robotframework/robotframework) (👨💻 140 · 🔀 1.6K · 📥 500 · 📦 3.6K · 📋 3.5K - 5% open · 12.04.2021):
```
git clone https://github.com/robotframework/robotframework
```
- [PyPi](https://pypi.org/project/robotframework) (📥 750K / month · 📦 1.4K · 08.04.2021):
```
pip install robotframework
```
- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 44K · 09.04.2021):
```
conda install -c conda-forge robotframework
```
</details>
<details><summary><b><a href="https://github.com/HypothesisWorks/hypothesis">hypothesis</a></b> (🥇33 · 5.1K) - Hypothesis is a powerful, flexible, and easy to use library for.. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code></summary>
- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨💻 250 · 🔀 460 · 📦 8.3K · 📋 1.1K - 4% open · 15.04.2021):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
- [PyPi](https://pypi.org/project/hypothesis) (📥 2M / month · 📦 2.6K · 12.04.2021):
```
pip install hypothesis
```
- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 3.9M · 15.04.2021):
```
conda install -c conda-forge hypothesis
```
</details>
<details><summary><b><a href="https://github.com/spulec/freezegun">freezegun</a></b> (🥇32 · 2.8K · 📈) - 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) (👨💻 94 · 🔀 200 · 📦 7.7K · 📋 230 - 28% open · 20.01.2021):
```
git clone https://github.com/spulec/freezegun
```
- [PyPi](https://pypi.org/project/freezegun) (📥 3.4M / month · 📦 8.4K · 20.01.2021):
```
pip install freezegun
```
- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 200K · 20.01.2021):
```
conda install -c conda-forge freezegun
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-cov">pytest-cov</a></b> (🥇32 · 1K) - 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) (👨💻 63 · 🔀 140 · 📦 83K · 📋 280 - 33% open · 24.03.2021):
```
git clone https://github.com/pytest-dev/pytest-cov
```
- [PyPi](https://pypi.org/project/pytest-cov) (📥 9.7M / month · 📦 43K · 20.01.2021):
```
pip install pytest-cov
```
- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 2.6M · 20.01.2021):
```
conda install -c conda-forge pytest-cov
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-mock">pytest-mock</a></b> (🥈31 · 1K) - 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) (👨💻 51 · 🔀 89 · 📦 15K · 📋 95 - 11% open · 19.03.2021):
```
git clone https://github.com/pytest-dev/pytest-mock
```
- [PyPi](https://pypi.org/project/pytest-mock) (📥 3.6M / month · 📦 6.2K · 10.01.2021):
```
pip install pytest-mock
```
- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 850K · 11.01.2021):
```
conda install -c conda-forge pytest-mock
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-xdist">pytest-xdist</a></b> (🥈31 · 690) - 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) (👨💻 73 · 🔀 150 · 📦 17K · 📋 420 - 45% open · 07.04.2021):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
- [PyPi](https://pypi.org/project/pytest-xdist) (📥 4.5M / month · 📦 7.3K · 09.02.2021):
```
pip install pytest-xdist
```
- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 1.2M · 10.02.2021):
```
conda install -c conda-forge pytest-xdist
```
</details>
<details><summary><b><a href="https://github.com/TheKevJames/coveralls-python">coveralls-python</a></b> (🥈31 · 460) - 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) (👨💻 55 · 🔀 170 · 📦 17K · 📋 140 - 3% open · 09.04.2021):
```
git clone https://github.com/coveralls-clients/coveralls-python
```
- [PyPi](https://pypi.org/project/coveralls) (📥 580K / month · 📦 17K · 02.03.2021):
```
pip install coveralls
```
</details>
<details><summary><b><a href="https://github.com/asweigart/pyautogui">pyautogui</a></b> (🥈30 · 5K) - A cross-platform GUI automation Python module for human beings. Used.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/asweigart/pyautogui) (👨💻 42 · 🔀 680 · 📦 7.1K · 📋 460 - 64% open · 04.10.2020):
```
git clone https://github.com/asweigart/pyautogui
```
- [PyPi](https://pypi.org/project/pyautogui) (📥 450K / month · 📦 610 · 06.10.2020):
```
pip install pyautogui
```
- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 120K · 13.10.2020):
```
conda install -c conda-forge pyautogui
```
</details>
<details><summary><b><a href="https://github.com/FactoryBoy/factory_boy">factory_boy</a></b> (🥈30 · 2.5K) - A test fixtures replacement for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 110 · 🔀 320 · 📋 480 - 29% open · 18.03.2021):
```
git clone https://github.com/FactoryBoy/factory_boy
```
- [PyPi](https://pypi.org/project/factory_boy) (📥 1.8M / month · 📦 4.3K · 05.05.2018):
```
pip install factory_boy
```
- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 61K · 04.04.2021):
```
conda install -c conda-forge factory_boy
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-html">pytest-html</a></b> (🥈30 · 410) - Plugin for generating HTML reports for pytest results. <code><a href="http://bit.ly/3postzC">MPL-2.0</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/pytest-dev/pytest-html) (👨💻 43 · 🔀 160 · 📦 9K · 📋 250 - 28% open · 23.01.2021):
```
git clone https://github.com/pytest-dev/pytest-html
```
- [PyPi](https://pypi.org/project/pytest-html) (📥 1.8M / month · 📦 980 · 13.12.2020):
```
pip install pytest-html
```
- [Conda](https://anaconda.org/conda-forge/pytest-html) (📥 120K · 13.12.2020):
```
conda install -c conda-forge pytest-html
```
</details>
<details><summary><b><a href="https://github.com/lk-geimfari/mimesis">mimesis</a></b> (🥈28 · 3.3K) - Mimesis is a high-performance fake data generator for Python, which.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 110 · 🔀 270 · 📥 160 · 📋 280 - 2% open · 05.04.2021):
```
git clone https://github.com/lk-geimfari/mimesis
```
- [PyPi](https://pypi.org/project/mimesis) (📥 87K / month · 📦 84 · 21.12.2020):
```
pip install mimesis
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-asyncio">pytest-asyncio</a></b> (🥈28 · 700) - Pytest support for asyncio. <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) (👨💻 26 · 🔀 75 · 📦 11K · 📋 150 - 39% open · 01.12.2020):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 1.5M / month · 📦 2K · 23.06.2020):
```
pip install pytest-asyncio
```
- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 380K · 06.04.2021):
```
conda install -c conda-forge pytest-asyncio
```
</details>
<details><summary><b><a href="https://github.com/nose-devs/nose2">nose2</a></b> (🥈28 · 670) - The successor to nose, based on unittest2. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/nose-devs/nose2) (👨💻 71 · 🔀 130 · 📦 3.6K · 📋 250 - 21% open · 10.03.2021):
```
git clone https://github.com/nose-devs/nose2
```
- [PyPi](https://pypi.org/project/nose2) (📥 260K / month · 📦 1.9K · 27.01.2021):
```
pip install nose2
```
- [Conda](https://anaconda.org/conda-forge/nose2) (📥 29K · 02.02.2020):
```
conda install -c conda-forge nose2
```
</details>
<details><summary><b><a href="https://github.com/datadriventests/ddt">ddt</a></b> (🥈28 · 380) - Data-Driven Tests for Python Unittest. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/datadriventests/ddt) (👨💻 34 · 🔀 96 · 📦 3.4K · 📋 47 - 36% open · 12.03.2021):
```
git clone https://github.com/datadriventests/ddt
```
- [PyPi](https://pypi.org/project/ddt) (📥 300K / month · 📦 2.5K · 15.05.2020):
```
pip install ddt
```
- [Conda](https://anaconda.org/conda-forge/ddt) (📥 57K · 15.05.2020):
```
conda install -c conda-forge ddt
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-bdd">pytest-bdd</a></b> (🥉27 · 800) - 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) (👨💻 39 · 🔀 130 · 📦 1.2K · 📋 230 - 44% open · 15.04.2021):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
- [PyPi](https://pypi.org/project/pytest-bdd) (📥 170K / month · 📦 270 · 07.12.2020):
```
pip install pytest-bdd
```
- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 24K · 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> (🥉27 · 700) - 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) (👨💻 38 · 🔀 50 · 📦 7.1K · 📋 100 - 33% open · 24.10.2020):
```
git clone https://github.com/Teemu/pytest-sugar
```
- [PyPi](https://pypi.org/project/pytest-sugar) (📥 510K / month · 📦 4.6K · 06.07.2020):
```
pip install pytest-sugar
```
- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 95K · 18.09.2020):
```
conda install -c conda-forge pytest-sugar
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/pytest-benchmark">pytest-benchmark</a></b> (🥉26 · 740) - 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) (👨💻 32 · 🔀 74 · 📦 1.7K · 📋 140 - 47% open · 12.03.2021):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 310K / month · 📦 730 · 10.01.2020):
```
pip install pytest-benchmark
```
- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 480K · 24.03.2020):
```
conda install -c conda-forge pytest-benchmark
```
</details>
<details><summary><b><a href="https://github.com/CleanCut/green">green</a></b> (🥉26 · 690) - 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) (👨💻 37 · 🔀 73 · 📦 570 · 📋 170 - 7% open · 03.04.2021):
```
git clone https://github.com/CleanCut/green
```
- [PyPi](https://pypi.org/project/green) (📥 15K / month · 📦 360 · 23.11.2020):
```
pip install green
```
- [Conda](https://anaconda.org/conda-forge/green) (📥 73K · 12.11.2020):
```
conda install -c conda-forge green
```
</details>
<details><summary><b><a href="https://github.com/dbader/pytest-mypy">pytest-mypy</a></b> (🥉26 · 190) - 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/dbader/pytest-mypy) (👨💻 15 · 🔀 31 · 📦 1K · 📋 43 - 20% open · 21.03.2021):
```
git clone https://github.com/dbader/pytest-mypy
```
- [PyPi](https://pypi.org/project/pytest-mypy) (📥 240K / month · 📦 270 · 21.03.2021):
```
pip install pytest-mypy
```
- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 8.5K · 24.11.2020):
```
conda install -c conda-forge pytest-mypy
```
</details>
<details><summary><b><a href="https://github.com/microsoft/playwright-python">playwright-python</a></b> (🥉25 · 4.4K) - 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) (👨💻 17 · 🔀 360 · 📦 160 · 📋 300 - 11% open · 05.04.2021):
```
git clone https://github.com/microsoft/playwright-python
```
- [PyPi](https://pypi.org/project/playwright) (📥 43K / month · 10.03.2021):
```
pip install playwright
```
</details>
<details><summary><b><a href="https://github.com/xiaocong/uiautomator">uiautomator</a></b> (🥉25 · 1.7K) - Python wrapper of Android uiautomator test tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/xiaocong/uiautomator) (👨💻 13 · 🔀 590 · 📦 180 · 📋 290 - 59% open · 16.11.2020):
```
git clone https://github.com/xiaocong/uiautomator
```
- [PyPi](https://pypi.org/project/uiautomator) (📥 10K / month · 📦 120 · 16.11.2020):
```
pip install uiautomator
```
</details>
<details><summary><b><a href="https://github.com/airspeed-velocity/asv">asv</a></b> (🥉25 · 580) - 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) (👨💻 53 · 🔀 130 · 📦 140 · 📋 410 - 27% open · 25.03.2021):
```
git clone https://github.com/airspeed-velocity/asv
```
- [PyPi](https://pypi.org/project/asv) (📥 17K / month · 📦 88 · 16.05.2020):
```
pip install asv
```
- [Conda](https://anaconda.org/conda-forge/asv) (📥 380K · 16.02.2021):
```
conda install -c conda-forge asv
```
</details>
<details><summary><b><a href="https://github.com/hamcrest/PyHamcrest">PyHamcrest</a></b> (🥉25 · 540) - Hamcrest matchers for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/hamcrest/PyHamcrest) (👨💻 34 · 🔀 80 · 📋 58 - 17% open · 08.03.2021):
```
git clone https://github.com/hamcrest/PyHamcrest
```
- [PyPi](https://pypi.org/project/pyhamcrest) (📥 970K / month · 📦 3.4K · 02.03.2020):
```
pip install pyhamcrest
```
- [Conda](https://anaconda.org/conda-forge/pyhamcrest) (📥 340K · 02.03.2020):
```
conda install -c conda-forge pyhamcrest
```
</details>
<details><summary><b><a href="https://github.com/nestorsalceda/mamba">Mamba Test Runner</a></b> (🥉25 · 460) - The definitive testing tool for Python. Born under the banner.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/nestorsalceda/mamba) (👨💻 22 · 🔀 61 · 📋 97 - 46% open · 16.11.2020):
```
git clone https://github.com/nestorsalceda/mamba
```
- [PyPi](https://pypi.org/project/mamba) (📥 19K / month · 📦 220 · 16.11.2020):
```
pip install mamba
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-testinfra">pytest-testinfra</a></b> (🥉24 · 1.9K) - 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) (👨💻 100 · 🔀 270 · 📋 310 - 36% open · 18.03.2021):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 100K / month · 12.11.2020):
```
pip install pytest-testinfra
```
</details>
<details><summary><b><a href="https://github.com/theacodes/nox">nox</a></b> (🥉24 · 520) - 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/theacodes/nox) (👨💻 55 · 🔀 87 · 📦 510 · 📋 220 - 23% open · 12.03.2021):
```
git clone https://github.com/theacodes/nox
```
- [PyPi](https://pypi.org/project/nox) (📥 250K / month · 📦 56 · 01.01.2021):
```
pip install nox
```
- [Conda](https://anaconda.org/conda-forge/nox) (📥 24K · 06.01.2021):
```
conda install -c conda-forge nox
```
</details>
<details><summary><b><a href="https://github.com/tarpas/pytest-testmon">pytest-testmon</a></b> (🥉24 · 470) - Selects tests affected by changed files. Continous.. <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) (👨💻 16 · 🔀 28 · 📦 290 · 📋 110 - 30% open · 18.03.2021):
```
git clone https://github.com/tarpas/pytest-testmon
```
- [PyPi](https://pypi.org/project/pytest-testmon) (📥 76K / month · 📦 98 · 05.08.2020):
```
pip install pytest-testmon
```
- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 29K · 03.08.2019):
```
conda install -c conda-forge pytest-testmon
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-randomly">pytest-randomly</a></b> (🥉24 · 300) - 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) (👨💻 15 · 🔀 22 · 📋 39 - 17% open · 11.04.2021):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
- [PyPi](https://pypi.org/project/pytest-randomly) (📥 660K / month · 📦 210 · 11.04.2021):
```
pip install pytest-randomly
```
</details>
<details><summary><b><a href="https://github.com/Erotemic/xdoctest">xdoctest</a></b> (🥉23 · 93) - A rewrite of Python's builtin doctest module (with pytest plugin.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 5 · 🔀 5 · 📦 880 · 📋 32 - 50% open · 19.02.2021):
```
git clone https://github.com/Erotemic/xdoctest
```
- [PyPi](https://pypi.org/project/xdoctest) (📥 53K / month · 📦 52 · 29.01.2021):
```
pip install xdoctest
```
</details>
<details><summary><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></summary>
- [GitHub](https://github.com/sixpack/sixpack) (👨💻 56 · 🔀 180 · 📦 8 · 📋 210 - 41% open · 26.08.2020):
```
git clone https://github.com/sixpack/sixpack
```
- [PyPi](https://pypi.org/project/sixpack) (📥 370 / month · 📦 4 · 22.11.2017):
```
pip install sixpack
```
</details>
<details><summary><b><a href="https://github.com/avast/pytest-docker">pytest-docker</a></b> (🥉20 · 200 · 💤) - 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) (👨💻 9 · 🔀 34 · 📥 66 · 📋 29 - 55% open · 22.09.2020):
```
git clone https://github.com/avast/pytest-docker
```
- [PyPi](https://pypi.org/project/pytest-docker) (📥 20K / month · 📦 28 · 22.09.2020):
```
pip install pytest-docker
```
</details>
<details><summary><b><a href="https://github.com/man-group/pytest-plugins">pytest-plugins</a></b> (🥉14 · 370 · 💤) - 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) (👨💻 46 · 🔀 58 · 📋 89 - 42% open · 11.04.2020):
```
git clone https://github.com/man-group/pytest-plugins
```
</details>
<details><summary>Show 7 hidden projects...</summary>
- <b><a href="https://github.com/nose-devs/nose">nose</a></b> (🥇32 · 1.3K · 💀) - nose is nicer testing for python. <code><a href="https://tldrlegal.com/search?q=LGPL-2.1%2B">LGPL-2.1+</a></code>
- <b><a href="https://github.com/joeyespo/pytest-watch">pytest-watch</a></b> (🥉24 · 560 · 💀) - 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/ActivisionGameScience/assertpy">assertpy</a></b> (🥉21 · 250 · 💀) - 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/TvoroG/pytest-lazy-fixture">pytest-lazy-fixture</a></b> (🥉21 · 180 · 💀) - 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/gabrielcnr/pytest-datadir">pytest-datadir</a></b> (🥉20 · 140 · 💀) - 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>
- <b><a href="https://github.com/emirozer/fake2db">fake2db</a></b> (🥉18 · 2.1K · 💀) - 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> (🥉16 · 63 · 💀) - 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> (🥇32 · 7.9K) - 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) (👨💻 400 · 🔀 1.6K · 📥 690K · 📦 16K · 📋 4.1K - 8% open · 15.04.2021):
```
git clone https://github.com/pyinstaller/pyinstaller
```
- [PyPi](https://pypi.org/project/pyinstaller) (📥 550K / month · 13.01.2021):
```
pip install pyinstaller
```
- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 210K · 02.02.2021):
```
conda install -c conda-forge pyinstaller
```
</details>
<details><summary><b><a href="https://github.com/pypa/packaging">packaging</a></b> (🥇30 · 290) - Core utilities for Python packages. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/pypa/packaging) (👨💻 66 · 🔀 140 · 📥 71 · 📦 190K · 📋 190 - 27% open · 25.03.2021):
```
git clone https://github.com/pypa/packaging
```
- [PyPi](https://pypi.org/project/packaging) (📥 52M / month · 📦 29K · 29.01.2021):
```
pip install packaging
```
- [Conda](https://anaconda.org/conda-forge/packaging) (📥 6.8M · 04.02.2021):
```
conda install -c conda-forge packaging
```
</details>
<details><summary><b><a href="https://github.com/Nuitka/Nuitka">Nuitka</a></b> (🥈27 · 4.1K) - Nuitka is a Python compiler written in Python. It's fully compatible.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 91 · 🔀 270 · 📋 880 - 20% open · 12.04.2021):
```
git clone https://github.com/Nuitka/Nuitka
```
- [PyPi](https://pypi.org/project/nuitka) (📥 20K / month · 📦 54 · 04.04.2021):
```
pip install nuitka
```
- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 270K · 04.04.2021):
```
conda install -c conda-forge nuitka
```
</details>
<details><summary><b><a href="https://github.com/pantsbuild/pex">pex</a></b> (🥈26 · 1.9K) - 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) (👨💻 97 · 🔀 190 · 📥 280K · 📋 680 - 20% open · 11.04.2021):
```
git clone https://github.com/pantsbuild/pex
```
- [PyPi](https://pypi.org/project/pex) (📥 150K / month · 📦 230 · 01.04.2021):
```
pip install pex
```
</details>
<details><summary><b><a href="https://github.com/py2exe/py2exe">py2exe</a></b> (🥈24 · 210) - A distutils extension to create standalone Windows programs from Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/py2exe/py2exe) (👨💻 14 · 🔀 34 · 📥 8.6K · 📦 1.1K · 📋 72 - 6% open · 28.03.2021):
```
git clone https://github.com/py2exe/py2exe
```
- [PyPi](https://pypi.org/project/py2exe) (📥 40K / month · 📦 350 · 28.03.2021):
```
pip install py2exe
```
</details>
<details><summary><b><a href="https://github.com/ronaldoussoren/py2app">py2app</a></b> (🥈24 · 120) - py2app is a Python setuptools command which will allow you to make.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/ronaldoussoren/py2app) (👨💻 24 · 🔀 6 · 📦 3.6K · 📋 340 - 42% open · 06.04.2021):
```
git clone https://github.com/ronaldoussoren/py2app
```
- [PyPi](https://pypi.org/project/py2app) (📥 24K / month · 📦 1.6K · 06.04.2021):
```
pip install py2app
```
</details>
<details><summary><b><a href="https://github.com/takluyver/pynsist">pynsist</a></b> (🥉22 · 690) - Build Windows installers for Python applications. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/takluyver/pynsist) (👨💻 27 · 🔀 100 · 📋 150 - 16% open · 28.03.2021):
```
git clone https://github.com/takluyver/pynsist
```
- [PyPi](https://pypi.org/project/pynsist) (📥 2.5K / month · 📦 88 · 28.03.2021):
```
pip install pynsist
```
</details>
<details><summary><b><a href="https://github.com/marcelotduarte/cx_Freeze">cx_Freeze</a></b> (🥉22 · 690 · 📉) - Create standalone executables from Python scripts, with the.. <code><a href="http://bit.ly/35wkF7y">Python-2.0</a></code></summary>
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 89 · 🔀 150 · 📋 660 - 12% open · 14.04.2021):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
- [PyPi](https://pypi.org/project/cx_freeze) (📥 36K / month · 📦 150 · 16.12.2017):
```
pip install cx_freeze
```
- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 61K · 21.02.2021):
```
conda install -c conda-forge cx_freeze
```
</details>
<details><summary><b><a href="https://github.com/facebookincubator/xar">xar</a></b> (🥉21 · 1.4K) - executable archive format. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/facebookincubator/xar) (👨💻 21 · 🔀 45 · 📦 14 · 📋 29 - 27% open · 16.03.2021):
```
git clone https://github.com/facebookincubator/xar
```
- [PyPi](https://pypi.org/project/xar) (📥 300 / month · 02.12.2020):
```
pip install xar
```
</details>
<details><summary><b><a href="https://github.com/linkedin/shiv">shiv</a></b> (🥉20 · 1.2K) - 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) (👨💻 30 · 🔀 64 · 📥 120 · 📋 82 - 31% open · 15.03.2021):
```
git clone https://github.com/linkedin/shiv
```
- [PyPi](https://pypi.org/project/shiv) (📥 5.9K / month · 📦 10 · 19.10.2020):
```
pip install shiv
```
</details>
<details><summary><b><a href="https://github.com/conda/constructor">constructor</a></b> (🥉19 · 300) - tool for creating installers from conda packages. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/conda/constructor) (👨💻 44 · 🔀 120 · 📥 220 · 📦 9 · 📋 230 - 17% open · 01.04.2021):
```
git clone https://github.com/conda/constructor
```
- [Conda](https://anaconda.org/anaconda/constructor) (📥 3.7K · 01.04.2021):
```
conda install -c anaconda constructor
```
</details>
<details><summary><b><a href="https://github.com/indygreg/PyOxidizer">PyOxidizer</a></b> (🥉15 · 3K) - 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) (👨💻 32 · 🔀 110 · 📋 320 - 61% open · 15.04.2021):
```
git clone https://github.com/indygreg/PyOxidizer
```
</details>
<details><summary>Show 2 hidden projects...</summary>
- <b><a href="https://github.com/google/subpar">subpar</a></b> (🥉13 · 470 · 💀) - Subpar is a utility for creating self-contained python.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/jamesabel/pyship">pyship</a></b> (🥉10 · 9) - freezer, installer and updater for Python applications. <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> (🥇34 · 1.3K) - 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) (👨💻 420 · 🔀 720 · 📥 100 · 📦 97K · 📋 1.8K - 29% open · 14.04.2021):
```
git clone https://github.com/pypa/setuptools
```
- [PyPi](https://pypi.org/project/setuptools) (📥 120M / month · 📦 58K · 09.04.2021):
```
pip install setuptools
```
- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 21M · 08.01.2021):
```
conda install -c conda-forge setuptools
```
</details>
<details><summary><b><a href="https://github.com/pyinvoke/invoke">invoke</a></b> (🥇32 · 3.2K) - Pythonic task management & command execution. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 54 · 🔀 280 · 📦 7.4K · 📋 660 - 45% open · 31.12.2020):
```
git clone https://github.com/pyinvoke/invoke
```
- [PyPi](https://pypi.org/project/invoke) (📥 1.3M / month · 📦 4.6K · 31.12.2020):
```
pip install invoke
```
- [Conda](https://anaconda.org/conda-forge/invoke) (📥 280K · 06.01.2021):
```
conda install -c conda-forge invoke
```
</details>
<details><summary><b><a href="https://github.com/pypa/twine">twine</a></b> (🥇32 · 1.1K) - Utilities for interacting with PyPI. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pypa/twine) (👨💻 100 · 🔀 240 · 📦 38K · 📋 350 - 11% open · 10.04.2021):
```
git clone https://github.com/pypa/twine
```
- [PyPi](https://pypi.org/project/twine) (📥 1.8M / month · 📦 18K · 15.03.2021):
```
pip install twine
```
- [Conda](https://anaconda.org/conda-forge/twine) (📥 250K · 17.03.2021):
```
conda install -c conda-forge twine
```
</details>
<details><summary><b><a href="https://github.com/pypa/wheel">wheel</a></b> (🥇32 · 230) - The official binary distribution format for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/wheel) (👨💻 60 · 🔀 88 · 📋 310 - 7% open · 08.02.2021):
```
git clone https://github.com/pypa/wheel
```
- [PyPi](https://pypi.org/project/wheel) (📥 72M / month · 📦 63K · 13.12.2020):
```
pip install wheel
```
- [Conda](https://anaconda.org/conda-forge/wheel) (📥 17M · 13.12.2020):
```
conda install -c conda-forge wheel
```
</details>
<details><summary><b><a href="https://github.com/buildbot/buildbot">buildbot</a></b> (🥈31 · 4.6K) - 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) (👨💻 790 · 🔀 1.5K · 📥 15K · 📦 250 · 📋 1.3K - 48% open · 15.04.2021):
```
git clone https://github.com/buildbot/buildbot
```
- [PyPi](https://pypi.org/project/buildbot) (📥 33K / month · 📦 890 · 05.04.2021):
```
pip install buildbot
```
- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 30K · 05.04.2021):
```
conda install -c conda-forge buildbot
```
</details>
<details><summary><b><a href="https://github.com/SCons/scons">scons</a></b> (🥈28 · 1.1K) - SCons - a software construction tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/SCons/scons) (👨💻 130 · 🔀 210 · 📥 350 · 📋 3.3K - 20% open · 13.04.2021):
```
git clone https://github.com/SCons/scons
```
- [PyPi](https://pypi.org/project/scons) (📥 200K / month · 📦 50 · 17.12.2019):
```
pip install scons
```
- [Conda](https://anaconda.org/conda-forge/scons) (📥 170K · 20.01.2021):
```
conda install -c conda-forge scons
```
</details>
<details><summary><b><a href="https://github.com/pydoit/doit">doit</a></b> (🥉27 · 1K) - task management & automation tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pydoit/doit) (👨💻 54 · 🔀 120 · 📦 680 · 📋 250 - 25% open · 10.04.2021):
```
git clone https://github.com/pydoit/doit
```
- [PyPi](https://pypi.org/project/doit) (📥 120K / month · 📦 470 · 04.09.2020):
```
pip install doit
```
- [Conda](https://anaconda.org/conda-forge/doit) (📥 49K · 11.10.2020):
```
conda install -c conda-forge doit
```
</details>
<details><summary><b><a href="https://github.com/takluyver/flit">flit</a></b> (🥉26 · 1.4K) - Simplified packaging of Python modules. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/takluyver/flit) (👨💻 42 · 🔀 68 · 📋 240 - 34% open · 02.04.2021):
```
git clone https://github.com/takluyver/flit
```
- [PyPi](https://pypi.org/project/flit) (📥 53K / month · 📦 230 · 01.03.2021):
```
pip install flit
```
- [Conda](https://anaconda.org/conda-forge/flit) (📥 77K · 22.03.2021):
```
conda install -c conda-forge flit
```
</details>
<details><summary><b><a href="https://github.com/pybuilder/pybuilder">pybuilder</a></b> (🥉26 · 1.3K) - Software build automation tool for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 35 · 🔀 230 · 📋 480 - 18% open · 18.10.2020):
```
git clone https://github.com/pybuilder/pybuilder
```
- [PyPi](https://pypi.org/project/pybuilder) (📥 18K / month · 📦 110 · 14.04.2021):
```
pip install pybuilder
```
</details>
<details><summary><b><a href="https://github.com/pypa/setuptools_scm">setuptools_scm</a></b> (🥉26 · 450) - 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) (👨💻 83 · 🔀 140 · 📋 330 - 20% open · 12.04.2021):
```
git clone https://github.com/pypa/setuptools_scm
```
- [PyPi](https://pypi.org/project/setuptools_scm) (📥 15M / month · 📦 690 · 09.08.2018):
```
pip install setuptools_scm
```
- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 610K · 17.03.2021):
```
conda install -c conda-forge setuptools_scm
```
</details>
<details><summary><b><a href="https://github.com/paver/paver">paver</a></b> (🥉24 · 440) - Python-based project scripting. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/paver/paver) (👨💻 44 · 🔀 76 · 📋 130 - 28% open · 29.12.2020):
```
git clone https://github.com/paver/paver
```
- [PyPi](https://pypi.org/project/paver) (📥 37K / month · 📦 1.9K · 31.12.2017):
```
pip install paver
```
- [Conda](https://anaconda.org/conda-forge/paver) (📥 21K · 24.07.2018):
```
conda install -c conda-forge paver
```
</details>
<details><summary><b><a href="https://github.com/ml-tooling/universal-build">universal-build</a></b> (🥉12 · 7 · 🐣) - 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) (👨💻 4 · 🔀 2 · 📥 15 · 06.04.2021):
```
git clone https://github.com/ml-tooling/universal-build
```
- [PyPi](https://pypi.org/project/universal-build) (📥 470 / month · 12.12.2020):
```
pip install universal-build
```
</details>
<details><summary>Show 2 hidden projects...</summary>
- <b><a href="https://github.com/buildout/buildout">buildout</a></b> (🥈28 · 510) - Buildout is a deployment automation tool written in and extended.. <code><a href="https://tldrlegal.com/search?q=ZPL-2.1">ZPL-2.1</a></code>
- <b><a href="https://github.com/rags/pynt">pynt</a></b> (🥉19 · 150 · 💀) - A pynt of Python build. <code><a href="http://bit.ly/34MBwT8">MIT</a></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> (🥇36 · 7.2K) - 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) (👨💻 160 · 🔀 1.1K · 📦 81K · 📋 1.5K - 12% open · 08.04.2021):
```
git clone https://github.com/giampaolo/psutil
```
- [PyPi](https://pypi.org/project/psutil) (📥 22M / month · 📦 25K · 19.12.2020):
```
pip install psutil
```
- [Conda](https://anaconda.org/conda-forge/psutil) (📥 6.4M · 12.01.2021):
```
conda install -c conda-forge psutil
```
</details>
<details><summary><b><a href="https://github.com/nicolargo/glances">Glances</a></b> (🥇30 · 18K) - 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) (👨💻 140 · 🔀 1.2K · 📥 430 · 📦 290 · 📋 1.3K - 14% open · 11.04.2021):
```
git clone https://github.com/nicolargo/glances
```
- [PyPi](https://pypi.org/project/glances) (📥 67K / month · 📦 50 · 07.02.2021):
```
pip install glances
```
- [Conda](https://anaconda.org/conda-forge/glances) (📥 130K · 07.02.2021):
```
conda install -c conda-forge glances
```
</details>
<details><summary><b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥈29 · 6.8K) - Sampling profiler for Python programs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/benfred/py-spy) (👨💻 23 · 🔀 250 · 📥 4.9K · 📦 720 · 📋 200 - 31% open · 22.03.2021):
```
git clone https://github.com/benfred/py-spy
```
- [PyPi](https://pypi.org/project/py-spy) (📥 570K / month · 📦 50 · 22.03.2021):
```
pip install py-spy
```
</details>
<details><summary><b><a href="https://github.com/pythonprofilers/memory_profiler">memory-profiler</a></b> (🥈27 · 2.8K) - 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) (👨💻 85 · 🔀 310 · 📋 190 - 47% open · 22.03.2021):
```
git clone https://github.com/pythonprofilers/memory_profiler
```
- [PyPi](https://pypi.org/project/memory_profiler) (📥 260K / month · 📦 530 · 16.08.2018):
```
pip install memory_profiler
```
</details>
<details><summary><b><a href="https://github.com/joerick/pyinstrument">pyinstrument</a></b> (🥈27 · 2.7K) - 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) (👨💻 27 · 🔀 100 · 📦 240 · 📋 80 - 26% open · 10.04.2021):
```
git clone https://github.com/joerick/pyinstrument
```
- [PyPi](https://pypi.org/project/pyinstrument) (📥 140K / month · 📦 140 · 19.02.2021):
```
pip install pyinstrument
```
- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 67K · 19.02.2021):
```
conda install -c conda-forge pyinstrument
```
</details>
<details><summary><b><a href="https://github.com/sumerc/yappi">Yappi</a></b> (🥈27 · 610) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/sumerc/yappi) (👨💻 22 · 🔀 43 · 📦 390 · 📋 43 - 27% open · 23.03.2021):
```
git clone https://github.com/sumerc/yappi
```
- [PyPi](https://pypi.org/project/yappi) (📥 210K / month · 📦 640 · 27.11.2020):
```
pip install yappi
```
- [Conda](https://anaconda.org/conda-forge/yappi) (📥 71K · 28.11.2020):
```
conda install -c conda-forge yappi
```
</details>
<details><summary><b><a href="https://github.com/pyutils/line_profiler">line_profiler</a></b> (🥉26 · 3.5K) - 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) (👨💻 21 · 🔀 240 · 📋 36 - 72% open · 14.04.2021):
```
git clone https://github.com/pyutils/line_profiler
```
- [PyPi](https://pypi.org/project/line_profiler) (📥 370K / month · 📦 690 · 20.12.2017):
```
pip install line_profiler
```
- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 170K · 18.03.2021):
```
conda install -c conda-forge line_profiler
```
</details>
<details><summary><b><a href="https://github.com/pympler/pympler">pympler</a></b> (🥉25 · 750) - Development tool to measure, monitor and analyze the memory behavior.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pympler/pympler) (👨💻 26 · 🔀 67 · 📋 78 - 41% open · 15.10.2020):
```
git clone https://github.com/pympler/pympler
```
- [PyPi](https://pypi.org/project/pympler) (📥 180K / month · 📦 480 · 14.10.2020):
```
pip install pympler
```
- [Conda](https://anaconda.org/conda-forge/pympler) (📥 160K · 14.10.2020):
```
conda install -c conda-forge pympler
```
</details>
<details><summary><b><a href="https://github.com/aristocratos/bpytop">Bpytop</a></b> (🥉23 · 6.2K) - Linux/OSX/FreeBSD resource monitor. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/aristocratos/bpytop) (👨💻 27 · 🔀 230 · 📋 220 - 18% open · 21.02.2021):
```
git clone https://github.com/aristocratos/bpytop
```
- [PyPi](https://pypi.org/project/bpytop) (📥 11K / month · 21.02.2021):
```
pip install bpytop
```
</details>
<details><summary><b><a href="https://github.com/plasma-umass/scalene">Scalene</a></b> (🥉23 · 3.9K) - 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) (👨💻 18 · 🔀 140 · 📦 36 · 📋 92 - 15% open · 14.04.2021):
```
git clone https://github.com/emeryberger/scalene
```
- [PyPi](https://pypi.org/project/scalene) (📥 4.2K / month · 09.04.2021):
```
pip install scalene
```
</details>
<details><summary><b><a href="https://github.com/nvdv/vprof">vprof</a></b> (🥉23 · 3.7K) - Visual profiler for Python. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/nvdv/vprof) (👨💻 17 · 🔀 160 · 📦 73 · 📋 79 - 29% open · 20.02.2021):
```
git clone https://github.com/nvdv/vprof
```
- [PyPi](https://pypi.org/project/vprof) (📥 3.5K / month · 📦 18 · 29.02.2020):
```
pip install vprof
```
</details>
<details><summary><b><a href="https://github.com/what-studio/profiling">Profiling</a></b> (🥉20 · 3K · 💤) - Was an interactive continuous Python profiler. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/what-studio/profiling) (👨💻 18 · 🔀 110 · 📦 32 · 📋 35 - 42% open · 24.08.2020):
```
git clone https://github.com/what-studio/profiling
```
- [PyPi](https://pypi.org/project/profiling) (📥 4K / month · 📦 5 · 28.06.2017):
```
pip install profiling
```
</details>
<details><summary>Show 3 hidden projects...</summary>
- <b><a href="https://github.com/python-diamond/Diamond">Diamond</a></b> (🥉26 · 1.6K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/fabianp/memory_profiler">memory_profiler</a></b> (🥉22 · 62 · 💀) - Monitor Memory usage of Python code. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/csurfer/pyheat">pyheat</a></b> (🥉18 · 490 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. <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/python/typed_ast">typed_ast</a></b> (🥇30 · 180) - Modified fork of CPython's ast module that parses `# type:`.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/python/typed_ast) (👨💻 21 · 🔀 46 · 📋 81 - 7% open · 12.04.2021):
```
git clone https://github.com/python/typed_ast
```
- [PyPi](https://pypi.org/project/typed_ast) (📥 17M / month · 📦 10K · 11.04.2021):
```
pip install typed_ast
```
</details>
<details><summary><b><a href="https://github.com/berkerpeksag/astor">astor</a></b> (🥈28 · 570) - Python AST read/write. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/berkerpeksag/astor) (👨💻 31 · 🔀 80 · 📋 110 - 32% open · 15.03.2021):
```
git clone https://github.com/berkerpeksag/astor
```
- [PyPi](https://pypi.org/project/astor) (📥 3.3M / month · 📦 3.8K · 10.12.2019):
```
pip install astor
```
- [Conda](https://anaconda.org/conda-forge/astor) (📥 1.1M · 01.07.2020):
```
conda install -c conda-forge astor
```
</details>
<details><summary><b><a href="https://github.com/serge-sans-paille/gast">gast</a></b> (🥉26 · 100) - 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 · 🔀 22 · 📦 52K · 📋 25 - 16% open · 26.11.2020):
```
git clone https://github.com/serge-sans-paille/gast
```
- [PyPi](https://pypi.org/project/gast) (📥 6.6M / month · 📦 3.4K · 07.08.2020):
```
pip install gast
```
- [Conda](https://anaconda.org/conda-forge/gast) (📥 1M · 07.08.2020):
```
conda install -c conda-forge gast
```
</details>
<details><summary><b><a href="https://github.com/newville/asteval">asteval</a></b> (🥉24 · 120) - 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) (👨💻 16 · 🔀 27 · 📦 520 · 📋 46 - 8% open · 28.03.2021):
```
git clone https://github.com/newville/asteval
```
- [PyPi](https://pypi.org/project/asteval) (📥 120K / month · 📦 240 · 26.02.2021):
```
pip install asteval
```
- [Conda](https://anaconda.org/conda-forge/asteval) (📥 120K · 27.02.2021):
```
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> (🥉26 · 160 · 💀) - 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> (🥇31 · 5.8K) - 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) (👨💻 120 · 🔀 430 · 📥 3.7K · 📋 1.1K - 2% open · 12.04.2021):
```
git clone https://github.com/pre-commit/pre-commit
```
- [PyPi](https://pypi.org/project/pre-commit) (📥 2.9M / month · 📦 2.1K · 10.03.2021):
```
pip install pre-commit
```
- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 470K · 07.04.2021):
```
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/)