best-of-python-dev/README.md

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<h1 align="center">
Best-of Python Developer Tools
<br>
</h1>
<p align="center">
<strong>🏆&nbsp; A ranked list of awesome python developer tools and libraries. Updated weekly.</strong>
</p>
<p align="center">
<a href="https://best-of.org" title="Best-of Badge"><img src="http://bit.ly/3o3EHNN"></a>
<a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-270-blue.svg?color=5ac4bf"></a>
<a href="#Contribution" title="Contributions are welcome"><img src="https://img.shields.io/badge/contributions-welcome-green.svg"></a>
<a href="https://github.com/ml-tooling/best-of-python-dev/releases" title="Best-of Updates"><img src="https://img.shields.io/github/release-date/ml-tooling/best-of-python-dev?color=green&label=updated"></a>
<a href="https://mltooling.substack.com/subscribe" title="Subscribe to newsletter"><img src="http://bit.ly/2Md9rxM"></a>
<a href="https://twitter.com/mltooling" title="Follow on Twitter"><img src="https://img.shields.io/twitter/follow/mltooling.svg?style=social&label=Follow"></a>
</p>
This curated list contains 270 awesome open-source projects with a total of 910K stars grouped into 17 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) _40 projects_
- [Type checkers](#type-checkers) _5 projects_
- [Code Formatters](#code-formatters) _7 projects_
- [Code Refactoring](#code-refactoring) _18 projects_
- [Code Security](#code-security) _8 projects_
- [Virtual Environments](#virtual-environments) _10 projects_
- [Dependency & Package Managers](#dependency--package-managers) _11 projects_
- [Code Metrics & Complexity](#code-metrics--complexity) _6 projects_
- [Logging](#logging) _21 projects_
- [Shell](#shell) _2 projects_
- [Documentation](#documentation) _29 projects_
- [Debugging Tools](#debugging-tools) _13 projects_
- [Testing Tools](#testing-tools) _43 projects_
- [Code Packaging](#code-packaging) _16 projects_
- [Build Tools](#build-tools) _14 projects_
- [System Monitoring & Profiling](#system-monitoring--profiling) _18 projects_
- [AST Tools](#ast-tools) _6 projects_
- [Others](#others) _1 projects_
## Explanation
- 🥇🥈🥉&nbsp; Combined project-quality score
- &nbsp; Star count from GitHub
- 🐣&nbsp; New project _(less than 6 months old)_
- 💤&nbsp; Inactive project _(6 months no activity)_
- 💀&nbsp; Dead project _(12 months no activity)_
- 📈📉&nbsp; Project is trending up or down
- &nbsp; Project was recently added
- &nbsp; Warning _(e.g. missing/risky license)_
- 👨💻&nbsp; Contributors count from GitHub
- 🔀&nbsp; Fork count from GitHub
- 📋&nbsp; Issue count from GitHub
- &nbsp; Last update timestamp on package manager
- 📥&nbsp; Download count from package manager
- 📦&nbsp; Number of dependent projects
- <img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13">&nbsp; Flake8 related project
- <img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13">&nbsp; Pytest related project
- <img src="https://www.pylint.org/ico/favicon.ico" style="display:inline;" width="13" height="13">&nbsp; Pylint related project
- <img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13">&nbsp; Sphinx related project
- <img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13">&nbsp; MkDocs related project
<br>
## Linters & Style Checkers
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/astral-sh/ruff">ruff</a></b> (🥇42 · 23K) - An extremely fast Python linter and code formatter, written in Rust. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/astral-sh/ruff) (👨💻 360 · 🔀 740 · 📥 170K · 📦 32K · 📋 3.8K - 16% open · 08.02.2024):
```
git clone https://github.com/charliermarsh/ruff
```
- [PyPi](https://pypi.org/project/ruff) (📥 11M / month):
```
pip install ruff
```
- [Conda](https://anaconda.org/conda-forge/ruff) (📥 520K · 06.02.2024):
```
conda install -c conda-forge ruff
```
</details>
<details><summary><b><a href="https://github.com/pylint-dev/pylint">pylint</a></b> (🥇42 · 5K) - Its not just a linter that annoys you!. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code></summary>
- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 550 · 🔀 1K · 📦 410K · 📋 5.3K - 16% open · 05.02.2024):
```
git clone https://github.com/PyCQA/pylint
```
- [PyPi](https://pypi.org/project/pylint) (📥 19M / month):
```
pip install pylint
```
- [Conda](https://anaconda.org/conda-forge/pylint) (📥 4.8M · 11.12.2023):
```
conda install -c conda-forge pylint
```
</details>
<details><summary><b><a href="https://github.com/wemake-services/wemake-python-styleguide">wemake-python-styleguide</a></b> (🥇35 · 2.4K) - 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) (👨💻 180 · 🔀 380 · 📦 16K · 📋 1.1K - 10% open · 08.02.2024):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 180K / month):
```
pip install wemake-python-styleguide
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pyflakes">pyflakes</a></b> (🥈34 · 1.3K) - A simple program which checks Python source files for errors. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 84 · 🔀 170 · 📦 270K · 📋 500 - 7% open · 05.01.2024):
```
git clone https://github.com/PyCQA/pyflakes
```
- [PyPi](https://pypi.org/project/pyflakes) (📥 29M / month):
```
pip install pyflakes
```
- [Conda](https://anaconda.org/conda-forge/pyflakes) (📥 7.1M · 05.01.2024):
```
conda install -c conda-forge pyflakes
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pydocstyle">pydocstyle</a></b> (🥈32 · 1.1K) - docstring style checker. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/pydocstyle) (👨💻 92 · 🔀 180 · 📥 69 · 📦 62K · 📋 340 - 33% open · 03.11.2023):
```
git clone https://github.com/PyCQA/pydocstyle
```
- [PyPi](https://pypi.org/project/pydocstyle) (📥 4.3M / month):
```
pip install pydocstyle
```
- [Conda](https://anaconda.org/conda-forge/pydocstyle) (📥 1.7M · 16.06.2023):
```
conda install -c conda-forge pydocstyle
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/flake8-bugbear">flake8-bugbear</a></b> (🥈32 · 1K) - 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) (👨💻 83 · 🔀 100 · 📦 36K · 📋 220 - 25% open · 07.02.2024):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 2.8M / month):
```
pip install flake8-bugbear
```
- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 760K · 07.02.2024):
```
conda install -c conda-forge flake8-bugbear
```
</details>
<details><summary><b><a href="https://github.com/beartype/beartype">beartype</a></b> (🥈31 · 2.3K · 📈) - Unbearably fast near-real-time hybrid runtime-static type-checking.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/beartype/beartype) (👨💻 19 · 🔀 42 · 📋 240 - 20% open · 08.02.2024):
```
git clone https://github.com/beartype/beartype
```
- [PyPi](https://pypi.org/project/beartype) (📥 2.3M / month · 📦 210 · 25.01.2024):
```
pip install beartype
```
- [Conda](https://anaconda.org/conda-forge/beartype) (📥 79K · 25.01.2024):
```
conda install -c conda-forge beartype
```
</details>
<details><summary><b><a href="https://github.com/pylint-dev/pylint-django">pylint-django</a></b> (🥈30 · 580) - 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/pylint-dev/pylint-django) (👨💻 70 · 🔀 120 · 📥 280 · 📦 29K · 📋 230 - 25% open · 04.11.2023):
```
git clone https://github.com/PyCQA/pylint-django
```
- [PyPi](https://pypi.org/project/pylint-django) (📥 1.2M / month):
```
pip install pylint-django
```
- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 180K · 09.01.2024):
```
conda install -c conda-forge pylint-django
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/pycodestyle">pycodestyle</a></b> (🥈29 · 4.9K · 📉) - Simple Python style checker in one Python file. <code>Unlicensed</code></summary>
- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 130 · 🔀 700 · 📦 20 · 📋 720 - 12% open · 06.02.2024):
```
git clone https://github.com/PyCQA/pycodestyle
```
- [PyPi](https://pypi.org/project/pycodestyle) (📥 35M / month):
```
pip install pycodestyle
```
- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 7.3M · 13.10.2023):
```
conda install -c conda-forge pycodestyle
```
</details>
<details><summary><b><a href="https://github.com/adamchainz/flake8-comprehensions">flake8-comprehensions</a></b> (🥈29 · 460) - A flake8 plugin to help you write better.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 15 · 🔀 22 · 📦 26K · 📋 56 - 8% open · 30.01.2024):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.1M / month · 📦 720 · 10.07.2023):
```
pip install flake8-comprehensions
```
- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 770K · 17.07.2023):
```
conda install -c conda-forge flake8-comprehensions
```
</details>
<details><summary><b><a href="https://github.com/gforcada/flake8-isort">flake8-isort</a></b> (🥈29 · 160) - 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) (👨💻 38 · 🔀 100 · 📦 25K · 📋 57 - 1% open · 03.11.2023):
```
git clone https://github.com/gforcada/flake8-isort
```
- [PyPi](https://pypi.org/project/flake8-isort) (📥 1.2M / month · 📦 760 · 03.11.2023):
```
pip install flake8-isort
```
- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 58K · 03.11.2023):
```
conda install -c conda-forge flake8-isort
```
</details>
<details><summary><b><a href="https://github.com/wemake-services/flake8-eradicate">flake8-eradicate</a></b> (🥈28 · 300) - Flake8 plugin to find commented out or dead code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨💻 16 · 🔀 13 · 📦 18K · 📋 39 - 20% open · 06.02.2024):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 620K / month):
```
pip install flake8-eradicate
```
- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (📥 14K · 01.06.2023):
```
conda install -c conda-forge flake8-eradicate
```
</details>
<details><summary><b><a href="https://github.com/zheller/flake8-quotes">flake8-quotes</a></b> (🥈27 · 170) - Flake8 extension for checking quotes in python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/zheller/flake8-quotes) (👨💻 33 · 🔀 39 · 📦 21K · 📋 53 - 15% open · 13.01.2024):
```
git clone https://github.com/zheller/flake8-quotes
```
- [PyPi](https://pypi.org/project/flake8-quotes) (📥 740K / month · 📦 930 · 19.12.2022):
```
pip install flake8-quotes
```
- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (📥 690K · 16.06.2023):
```
conda install -c conda-forge flake8-quotes
```
</details>
<details><summary><b><a href="https://github.com/andreoliwa/nitpick">nitpick</a></b> (🥉26 · 380) - Enforce the same settings on multiple projects. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 16 · 🔀 21 · 📥 5 · 📦 1.3K · 📋 130 - 36% open · 25.01.2024):
```
git clone https://github.com/andreoliwa/nitpick
```
- [PyPi](https://pypi.org/project/nitpick) (📥 56K / month · 📦 13 · 31.12.2023):
```
pip install nitpick
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/flake8-import-order">flake8-import-order</a></b> (🥉26 · 280) - Flake8 plugin that checks import order against.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 46 · 🔀 71 · 📋 100 - 11% open · 13.09.2023):
```
git clone https://github.com/PyCQA/flake8-import-order
```
- [PyPi](https://pypi.org/project/flake8-import-order) (📥 450K / month · 📦 1.3K · 26.11.2022):
```
pip install flake8-import-order
```
- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 240K · 16.06.2023):
```
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 · 280) - Tool to check the completeness of MANIFEST.in for Python packages. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/mgedmin/check-manifest) (👨💻 22 · 🔀 39 · 📦 9.9K · 📋 97 - 20% open · 18.12.2023):
```
git clone https://github.com/mgedmin/check-manifest
```
- [PyPi](https://pypi.org/project/check-manifest) (📥 210K / month · 📦 3.3K · 05.12.2022):
```
pip install check-manifest
```
- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 110K · 16.06.2023):
```
conda install -c conda-forge check-manifest
```
</details>
<details><summary><b><a href="https://github.com/peterjc/flake8-black">flake8-black</a></b> (🥉25 · 160) - flake8 plugin to run black for checking Python coding style. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 11 · 📦 7.6K · 📋 29 - 20% open · 05.02.2024):
```
git clone https://github.com/peterjc/flake8-black
```
- [PyPi](https://pypi.org/project/flake8-black) (📥 760K / month · 📦 280 · 20.12.2022):
```
pip install flake8-black
```
- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 460K · 16.06.2023):
```
conda install -c conda-forge flake8-black
```
</details>
<details><summary><b><a href="https://github.com/gforcada/flake8-builtins">flake8-builtins</a></b> (🥉25 · 110) - 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) (👨💻 18 · 🔀 23 · 📦 10K · 📋 47 - 2% open · 09.12.2023):
```
git clone https://github.com/gforcada/flake8-builtins
```
- [PyPi](https://pypi.org/project/flake8-builtins) (📥 780K / month · 📦 520 · 03.11.2023):
```
pip install flake8-builtins
```
- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 230K · 03.11.2023):
```
conda install -c conda-forge flake8-builtins
```
</details>
<details><summary><b><a href="https://github.com/nipunn1313/mypy-protobuf">mypy-protobuf</a></b> (🥉24 · 610) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 37 · 🔀 78 · 📋 120 - 9% open · 03.08.2023):
```
git clone https://github.com/dropbox/mypy-protobuf
```
- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 2.7M / month · 📦 120 · 29.07.2023):
```
pip install mypy-protobuf
```
- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (📥 120K · 20.08.2023):
```
conda install -c conda-forge mypy-protobuf
```
</details>
<details><summary><b><a href="https://github.com/deppen8/pandas-vet">pandas-vet</a></b> (🥉21 · 160) - 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) (👨💻 14 · 🔀 18 · 📥 72 · 📦 420 · 📋 52 - 21% open · 11.08.2023):
```
git clone https://github.com/deppen8/pandas-vet
```
- [PyPi](https://pypi.org/project/pandas-vet) (📥 44K / month · 📦 18 · 11.08.2023):
```
pip install pandas-vet
```
- [Conda](https://anaconda.org/conda-forge/pandas-vet) (📥 17K · 11.08.2023):
```
conda install -c conda-forge pandas-vet
```
</details>
<details><summary><b><a href="https://github.com/openstack/hacking">hacking</a></b> (🥉20 · 230 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 47 · 31.01.2024):
```
git clone https://github.com/openstack/hacking
```
- [PyPi](https://pypi.org/project/hacking) (📥 100K / month):
```
pip install hacking
```
</details>
<details><summary><b><a href="https://github.com/MartinThoma/flake8-simplify">flake8-simplify</a></b> (🥉20 · 170) - A flake8 plugin that helps you to simplify code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 14 · 🔀 19 · 📋 120 - 40% open · 25.12.2023):
```
git clone https://github.com/MartinThoma/flake8-simplify
```
- [PyPi](https://pypi.org/project/flake8-simplify) (📥 320K / month · 📦 41 · 23.09.2023):
```
pip install flake8-simplify
```
- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (📥 37K · 26.09.2023):
```
conda install -c conda-forge flake8-simplify
```
</details>
<details><summary><b><a href="https://github.com/hchasestevens/bellybutton">bellybutton</a></b> (🥉17 · 260 · 💤) - Custom Python linting through AST expressions. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/hchasestevens/bellybutton) (👨💻 7 · 🔀 15 · 📦 44 · 📋 17 - 64% open · 27.07.2023):
```
git clone https://github.com/hchasestevens/bellybutton
```
- [PyPi](https://pypi.org/project/bellybutton) (📥 2.8K / month · 📦 1 · 27.07.2023):
```
pip install bellybutton
```
</details>
<details><summary><b><a href="https://github.com/justinabrahms/imhotep">imhotep</a></b> (🥉17 · 220 · 💤) - A static-analysis bot for Github. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/justinabrahms/imhotep) (👨💻 17 · 🔀 36 · 📦 12 · 📋 46 - 43% open · 17.06.2023):
```
git clone https://github.com/justinabrahms/imhotep
```
- [PyPi](https://pypi.org/project/imhotep) (📥 64 / month · 📦 6 · 20.02.2022):
```
pip install imhotep
```
</details>
<details><summary>Show 16 hidden projects...</summary>
- <b><a href="https://github.com/PyCQA/flake8">flake8</a></b> (🥇38 · 3.2K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle;.. <code>Unlicensed</code>
- <b><a href="https://github.com/davidhalter/parso">parso</a></b> (🥈31 · 570 · 💤) - A Python Parser. <code>Unlicensed</code>
- <b><a href="https://github.com/coala/coala">coala</a></b> (🥈30 · 3.5K · 💀) - coala provides a unified command-line interface for linting and.. <code><a href="http://bit.ly/3pwmjO5">AGPL-3.0</a></code>
- <b><a href="https://github.com/PyCQA/pep8-naming">pep8-naming</a></b> (🥈27 · 480) - Naming Convention checker for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/terrencepreilly/darglint">darglint</a></b> (🥈27 · 480 · 💀) - A python documentation linter which checks that the docstring.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/klen/pylama">pylama</a></b> (🥉26 · 1K · 💀) - Code audit tool for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/wearepal/data-science-types">data-science-types</a></b> (🥉25 · 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/PyCQA/flake8-commas">flake8-commas</a></b> (🥉25 · 130 · 💀) - 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/Instagram/Fixit">Fixit</a></b> (🥉23 · 640) - Advanced Python linting framework with auto-fixes and hierarchical.. <code>Unlicensed</code>
- <b><a href="https://github.com/tylerwince/flake8-bandit">flake8-bandit</a></b> (🥉21 · 110 · 💀) - 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>
- <b><a href="https://github.com/life4/flakehell">flakehell</a></b> (🥉19 · 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ambv/flake8-mypy">flake8-mypy</a></b> (🥉19 · 100 · 💀) - A plugin for flake8 integrating Mypy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/jschaf/pylint-flask">pylint-flask</a></b> (🥉19 · 64 · 💀) - 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>
- <b><a href="https://github.com/bndr/pycycle">pycycle</a></b> (🥉16 · 320 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/cemsbr/yala">yala</a></b> (🥉14 · 14 · 💀) - Yet Another Linter Aggregator. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code> <code><img src="https://www.pylint.org/ico/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/lyft/linty_fresh">linty_fresh</a></b> (🥉12 · 180 · 💀) - Surface lint errors during code review. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code> <code>mypy</code>
</details>
<br>
## Type 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> (🥇45 · 17K) - Optional static typing for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/python/mypy) (👨💻 690 · 🔀 2.8K · 📦 220K · 📋 10K - 26% open · 07.02.2024):
```
git clone https://github.com/python/mypy
```
- [PyPi](https://pypi.org/project/mypy) (📥 22M / month · 📦 10K · 21.12.2023):
```
pip install mypy
```
- [Conda](https://anaconda.org/conda-forge/mypy) (📥 3.7M · 21.12.2023):
```
conda install -c conda-forge mypy
```
</details>
<details><summary><b><a href="https://github.com/microsoft/pyright">pyright</a></b> (🥈38 · 12K) - Static Type Checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/microsoft/pyright) (👨💻 110 · 🔀 1.3K · 📥 1.6K · 📦 740 · 📋 5.2K - 0% open · 07.02.2024):
```
git clone https://github.com/Microsoft/pyright
```
- [npm](https://www.npmjs.com/package/pyright) (📥 1M / month · 📦 12 · 05.02.2024):
```
npm install pyright
```
</details>
<details><summary><b><a href="https://github.com/facebook/pyre-check">pyre-check</a></b> (🥉35 · 6.6K) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/facebook/pyre-check) (👨💻 260 · 🔀 460 · 📦 21 · 📋 400 - 35% open · 08.02.2024):
```
git clone https://github.com/facebook/pyre-check
```
- [PyPi](https://pypi.org/project/pyre-check) (📥 72K / month · 📦 54 · 19.10.2023):
```
pip install pyre-check
```
</details>
<details><summary><b><a href="https://github.com/google/pytype">pytype</a></b> (🥉33 · 4.5K) - 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) (👨💻 100 · 🔀 280 · 📋 680 - 21% open · 08.02.2024):
```
git clone https://github.com/google/pytype
```
- [PyPi](https://pypi.org/project/pytype) (📥 640K / month · 📦 150 · 25.01.2024):
```
pip install pytype
```
- [Conda](https://anaconda.org/conda-forge/pytype) (📥 190K · 25.01.2024):
```
conda install -c conda-forge pytype
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/agronholm/typeguard">typeguard</a></b> (🥉33 · 1.4K) - Run-time type checker for Python. <code>Unlicensed</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> (🥇46 · 36K) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/psf/black) (👨💻 440 · 🔀 2.2K · 📥 54K · 📦 460K · 📋 2.5K - 13% open · 07.02.2024):
```
git clone https://github.com/psf/black
```
- [PyPi](https://pypi.org/project/black) (📥 32M / month):
```
pip install black
```
- [Conda](https://anaconda.org/conda-forge/black) (📥 9.2M · 29.01.2024):
```
conda install -c conda-forge black
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/isort">isort</a></b> (🥈41 · 6.2K) - A Python utility / library to sort imports. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/isort) (👨💻 290 · 🔀 600 · 📦 450K · 📋 1.3K - 14% open · 15.01.2024):
```
git clone https://github.com/PyCQA/isort
```
- [PyPi](https://pypi.org/project/isort) (📥 33M / month · 📦 19K · 13.12.2023):
```
pip install isort
```
- [Conda](https://anaconda.org/conda-forge/isort) (📥 5.6M · 14.12.2023):
```
conda install -c conda-forge isort
```
</details>
<details><summary><b><a href="https://github.com/google/yapf">yapf</a></b> (🥈37 · 14K) - A formatter for Python files. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/google/yapf) (👨💻 150 · 🔀 870 · 📦 90K · 📋 820 - 44% open · 05.02.2024):
```
git clone https://github.com/google/yapf
```
- [PyPi](https://pypi.org/project/yapf) (📥 5.2M / month):
```
pip install yapf
```
- [Conda](https://anaconda.org/conda-forge/yapf) (📥 1.7M · 26.07.2023):
```
conda install -c conda-forge yapf
```
</details>
<details><summary><b><a href="https://github.com/hhatto/autopep8">autopep8</a></b> (🥉36 · 4.5K) - 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) (👨💻 60 · 🔀 290 · 📦 200K · 📋 490 - 25% open · 27.10.2023):
```
git clone https://github.com/hhatto/autopep8
```
- [PyPi](https://pypi.org/project/autopep8) (📥 4.1M / month):
```
pip install autopep8
```
- [Conda](https://anaconda.org/conda-forge/autopep8) (📥 1.4M · 26.08.2023):
```
conda install -c conda-forge autopep8
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/docformatter">docformatter</a></b> (🥉26 · 490) - Formats docstrings to follow PEP 257. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/docformatter) (👨💻 30 · 🔀 56 · 📥 11 · 📦 3.3K · 📋 150 - 14% open · 15.10.2023):
```
git clone https://github.com/myint/docformatter
```
- [PyPi](https://pypi.org/project/docformatter) (📥 420K / month):
```
pip install docformatter
```
- [Conda](https://anaconda.org/conda-forge/docformatter) (📥 110K · 18.07.2023):
```
conda install -c conda-forge docformatter
```
</details>
<details><summary><b><a href="https://github.com/lyz-code/autoimport">autoimport</a></b> (🥉14 · 81) - Autoimport automatically fixes wrong import statements. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/lyz-code/autoimport) (👨💻 15 · 🔀 19 · 📦 120 · 📋 47 - 29% open · 23.11.2023):
```
git clone https://github.com/lyz-code/autoimport
```
- [PyPi](https://pypi.org/project/autoimport) (📥 3.5K / month):
```
pip install autoimport
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/myint/pyformat">pyformat</a></b> (🥉16 · 94) - Formats Python code to follow a consistent style. <code>Unlicensed</code>
</details>
<br>
## Code Refactoring
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/python-rope/rope">rope</a></b> (🥇36 · 1.8K) - a python refactoring library. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
- [GitHub](https://github.com/python-rope/rope) (👨💻 81 · 🔀 210 · 📥 6 · 📦 72K · 📋 330 - 26% open · 01.02.2024):
```
git clone https://github.com/python-rope/rope
```
- [PyPi](https://pypi.org/project/rope) (📥 820K / month · 📦 1.6K · 18.01.2024):
```
pip install rope
```
- [Conda](https://anaconda.org/conda-forge/rope) (📥 1.4M · 18.01.2024):
```
conda install -c conda-forge rope
```
</details>
<details><summary><b><a href="https://github.com/jendrikseipp/vulture">vulture</a></b> (🥈33 · 2.9K) - Find dead Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 41 · 🔀 180 · 📦 4.3K · 📋 200 - 13% open · 19.01.2024):
```
git clone https://github.com/jendrikseipp/vulture
```
- [PyPi](https://pypi.org/project/vulture) (📥 590K / month · 📦 280 · 19.01.2024):
```
pip install vulture
```
- [Conda](https://anaconda.org/conda-forge/vulture) (📥 78K · 16.06.2023):
```
conda install -c conda-forge vulture
```
</details>
<details><summary><b><a href="https://github.com/asottile/pyupgrade">pyupgrade</a></b> (🥈32 · 3.2K) - 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) (👨💻 35 · 🔀 170 · 📋 420 - 3% open · 08.01.2024):
```
git clone https://github.com/asottile/pyupgrade
```
- [PyPi](https://pypi.org/project/pyupgrade) (📥 550K / month · 📦 200 · 07.10.2023):
```
pip install pyupgrade
```
- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 610K · 07.10.2023):
```
conda install -c conda-forge pyupgrade
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/autoflake">autoflake</a></b> (🥈27 · 840) - Removes unused imports and unused variables as reported by pyflakes. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 38 · 🔀 77 · 📋 110 - 33% open · 17.01.2024):
```
git clone https://github.com/myint/autoflake
```
- [PyPi](https://pypi.org/project/autoflake) (📥 1.8M / month · 📦 790 · 01.09.2023):
```
pip install autoflake
```
- [Conda](https://anaconda.org/conda-forge/autoflake) (📥 520K · 16.06.2023):
```
conda install -c conda-forge autoflake
```
</details>
<details><summary><b><a href="https://github.com/Instagram/MonkeyType">MonkeyType</a></b> (🥈26 · 4.5K) - A Python library that generates static type annotations by.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 49 · 🔀 160 · 📋 180 - 23% open · 06.02.2024):
```
git clone https://github.com/Instagram/MonkeyType
```
- [PyPi](https://pypi.org/project/monkeytype) (📥 100K / month · 📦 29 · 20.03.2023):
```
pip install monkeytype
```
- [Conda](https://anaconda.org/conda-forge/monkeytype) (📥 57K · 16.06.2023):
```
conda install -c conda-forge monkeytype
```
</details>
<details><summary><b><a href="https://github.com/hakancelikdev/unimport">unimport</a></b> (🥉23 · 240) - The ultimate linter and formatter for removing unused import statements.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 16 · 🔀 22 · 📋 120 - 8% open · 07.01.2024):
```
git clone https://github.com/hakancelik96/unimport
```
- [PyPi](https://pypi.org/project/unimport) (📥 21K / month · 📦 16 · 24.12.2023):
```
pip install unimport
```
</details>
<details><summary><b><a href="https://github.com/asottile/add-trailing-comma">add-trailing-comma</a></b> (🥉22 · 330 · 📈) - A tool (and pre-commit hook) to automatically add.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 22 · 08.01.2024):
```
git clone https://github.com/asottile/add-trailing-comma
```
- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 140K / month · 📦 22 · 30.08.2023):
```
pip install add-trailing-comma
```
</details>
<details><summary><b><a href="https://github.com/elmotec/massedit">massedit</a></b> (🥉18 · 110) - 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) (👨💻 9 · 🔀 16 · 📥 23 · 📦 42 · 📋 11 - 36% open · 12.09.2023):
```
git clone https://github.com/elmotec/massedit
```
- [PyPi](https://pypi.org/project/massedit) (📥 2.4K / month · 📦 7 · 11.09.2023):
```
pip install massedit
```
</details>
<details><summary><b><a href="https://github.com/ilevkivskyi/com2ann">com2ann</a></b> (🥉16 · 140) - 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) (👨💻 7 · 🔀 11 · 📦 62 · 📋 28 - 25% open · 29.08.2023):
```
git clone https://github.com/ilevkivskyi/com2ann
```
- [PyPi](https://pypi.org/project/com2ann) (📥 19K / month):
```
pip install com2ann
```
</details>
<details><summary>Show 9 hidden projects...</summary>
- <b><a href="https://github.com/davidhalter/jedi">jedi</a></b> (🥇38 · 5.6K) - Awesome autocompletion, static analysis and refactoring library for.. <code>Unlicensed</code>
- <b><a href="https://github.com/PyCQA/eradicate">eradicate</a></b> (🥈24 · 190 · 💤) - 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/PyCQA/redbaron">redbaron</a></b> (🥉23 · 680 · 💀) - Bottom-up approach to refactoring in python. <code>Unlicensed</code>
- <b><a href="https://github.com/PyCQA/baron">baron</a></b> (🥉23 · 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>
- <b><a href="https://github.com/facebookincubator/Bowler">Bowler</a></b> (🥉21 · 1.5K · 💀) - Safe code refactoring for modern Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/myint/unify">unify</a></b> (🥉20 · 90 · 💀) - 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/dropbox/pyannotate">pyannotate</a></b> (🥉19 · 1.4K · 💀) - Auto-generate PEP-484 annotations. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/spulec/pep8ify">pep8ify</a></b> (🥉14 · 120 · 💀) - A library that modifies python source code to conform to pep8. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/ambv/retype">retype</a></b> (🥉12 · 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Code Security
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/PyCQA/bandit">bandit</a></b> (🥇38 · 5.8K) - 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) (👨💻 180 · 🔀 550 · 📥 760 · 📦 47K · 📋 640 - 25% open · 05.02.2024):
```
git clone https://github.com/PyCQA/bandit
```
- [PyPi](https://pypi.org/project/bandit) (📥 4.1M / month):
```
pip install bandit
```
- [Conda](https://anaconda.org/conda-forge/bandit) (📥 290K · 26.01.2024):
```
conda install -c conda-forge bandit
```
</details>
<details><summary><b><a href="https://github.com/sqlmapproject/sqlmap">sqlmap</a></b> (🥈33 · 30K) - 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) (👨💻 130 · 🔀 5.6K · 📦 21 · 📋 5.1K - 1% open · 05.02.2024):
```
git clone https://github.com/sqlmapproject/sqlmap
```
- [PyPi](https://pypi.org/project/sqlmap) (📥 9.6K / month · 📦 10 · 05.02.2024):
```
pip install sqlmap
```
</details>
<details><summary><b><a href="https://github.com/Yelp/detect-secrets">detect-secrets</a></b> (🥉29 · 3.3K) - An enterprise friendly way of detecting and preventing.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 74 · 🔀 350 · 📋 300 - 33% open · 12.01.2024):
```
git clone https://github.com/Yelp/detect-secrets
```
- [PyPi](https://pypi.org/project/detect-secrets) (📥 460K / month):
```
pip install detect-secrets
```
</details>
<details><summary><b><a href="https://github.com/pyupio/safety">safety</a></b> (🥉28 · 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyupio/safety) (👨💻 41 · 🔀 130 · 📥 470K · 📦 31 · 📋 190 - 33% open · 20.01.2024):
```
git clone https://github.com/pyupio/safety
```
- [PyPi](https://pypi.org/project/safety) (📥 1.3M / month):
```
pip install safety
```
- [Conda](https://anaconda.org/conda-forge/safety) (📥 89K · 02.02.2024):
```
conda install -c conda-forge safety
```
</details>
<details><summary><b><a href="https://github.com/dlint-py/dlint">dlint</a></b> (🥉16 · 160 · 💤) - Dlint is a tool for encouraging best coding practices and helping.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/dlint-py/dlint) (👨💻 16 · 🔀 17 · 📋 43 - 51% open · 10.04.2023):
```
git clone https://github.com/dlint-py/dlint
```
- [PyPi](https://pypi.org/project/dlint) (📥 120K / month):
```
pip install dlint
```
- [Conda](https://anaconda.org/conda-forge/dlint) (📥 4.2K · 16.06.2023):
```
conda install -c conda-forge dlint
```
</details>
<details><summary>Show 3 hidden projects...</summary>
- <b><a href="https://github.com/dashingsoft/pyarmor">pyarmor</a></b> (🥈33 · 2.8K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. <code>Unlicensed</code>
- <b><a href="https://github.com/python-security/pyt">pyt</a></b> (🥉22 · 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
- <b><a href="https://github.com/landscapeio/dodgy">dodgy</a></b> (🥉19 · 120 · 💀) - Looks at Python code to search for things which look dodgy such as.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Virtual Environments
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇45 · 24K) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/pipenv) (👨💻 500 · 🔀 1.8K · 📦 130K · 📋 4.1K - 5% open · 05.02.2024):
```
git clone https://github.com/pypa/pipenv
```
- [PyPi](https://pypi.org/project/pipenv) (📥 11M / month):
```
pip install pipenv
```
- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 140K · 05.02.2024):
```
conda install -c conda-forge pipenv
```
</details>
<details><summary><b><a href="https://github.com/pypa/virtualenv">virtualenv</a></b> (🥈41 · 4.6K) - Virtual Python Environment builder. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/virtualenv) (👨💻 110 · 🔀 960 · 📦 360K · 📋 1.3K - 1% open · 16.01.2024):
```
git clone https://github.com/pypa/virtualenv
```
- [PyPi](https://pypi.org/project/virtualenv) (📥 110M / month):
```
pip install virtualenv
```
- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 6M · 01.12.2023):
```
conda install -c conda-forge virtualenv
```
</details>
<details><summary><b><a href="https://github.com/pyenv/pyenv">pyenv</a></b> (🥈34 · 35K) - Simple Python version management. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyenv/pyenv) (👨💻 440 · 🔀 2.9K · 📦 21 · 📋 1.7K - 2% open · 24.01.2024):
```
git clone https://github.com/pyenv/pyenv
```
- [PyPi](https://pypi.org/project/pyenv) (📥 13K / month):
```
pip install pyenv
```
</details>
<details><summary><b><a href="https://github.com/ekalinin/nodeenv">nodeenv</a></b> (🥈33 · 1.7K) - Virtual environment for Node.js & integrator with virtualenv. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/ekalinin/nodeenv) (👨💻 93 · 🔀 190 · 📦 73K · 📋 190 - 28% open · 05.10.2023):
```
git clone https://github.com/ekalinin/nodeenv
```
- [PyPi](https://pypi.org/project/nodeenv) (📥 19M / month · 📦 960 · 12.05.2023):
```
pip install nodeenv
```
- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 3.5M · 16.06.2023):
```
conda install -c conda-forge nodeenv
```
</details>
<details><summary><b><a href="https://github.com/pyenv/pyenv-virtualenv">pyenv-virtualenv</a></b> (🥉21 · 5.9K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (👨💻 60 · 🔀 380 · 📦 21 · 📋 340 - 31% open · 06.12.2023):
```
git clone https://github.com/pyenv/pyenv-virtualenv
```
</details>
<details><summary><b><a href="https://github.com/pyenv/pyenv-installer">pyenv-installer</a></b> (🥉16 · 3.8K · 💤) - This tool is used to install `pyenv` and friends. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pyenv/pyenv-installer) (👨💻 39 · 🔀 410 · 📋 80 - 3% open · 10.06.2023):
```
git clone https://github.com/pyenv/pyenv-installer
```
</details>
<details><summary><b><a href="https://github.com/raiyanyahya/freshenv">freshenv</a></b> (🥉14 · 170) - Provision, share, manage local and cloud developer environments. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code></summary>
- [GitHub](https://github.com/raiyanyahya/freshenv) (👨💻 3 · 🔀 3 · 13.10.2023):
```
git clone https://github.com/raiyanyahya/freshenv
```
- [PyPi](https://pypi.org/project/freshenv) (📥 200 / month):
```
pip install freshenv
```
- [Conda](https://anaconda.org/raiyanyahya/freshenv):
```
conda install -c raiyanyahya freshenv
```
</details>
<details><summary>Show 3 hidden projects...</summary>
- <b><a href="https://github.com/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/spotify/dh-virtualenv">dh-virtualenv</a></b> (🥉16 · 1.6K · 💀) - Python virtualenvs in Debian packages. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
- <b><a href="https://github.com/gtalarico/pipenv-pipes">pipenv-pipes</a></b> (🥉10 · 130 · 💀) - A PipEnv Environment Switcher. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Dependency & Package Managers
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/pypa/pip">pip</a></b> (🥇47 · 9.1K) - The Python package installer. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/pip) (👨💻 760 · 🔀 3.1K · 📦 170K · 📋 7.2K - 15% open · 05.02.2024):
```
git clone https://github.com/pypa/pip
```
- [PyPi](https://pypi.org/project/pip) (📥 300M / month · 📦 11K · 03.02.2024):
```
pip install pip
```
- [Conda](https://anaconda.org/conda-forge/pip) (📥 100M · 03.02.2024):
```
conda install -c conda-forge pip
```
</details>
<details><summary><b><a href="https://github.com/conda/conda">conda</a></b> (🥇43 · 6K) - A system-level, binary package and environment manager running on all major.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/conda/conda) (👨💻 450 · 🔀 1.5K · 📦 46K · 📋 9.5K - 7% open · 07.02.2024):
```
git clone https://github.com/conda/conda
```
- [PyPi](https://pypi.org/project/conda) (📥 120K / month · 📦 1.1K · 22.04.2017):
```
pip install conda
```
- [Conda](https://anaconda.org/conda-forge/conda) (📥 49M · 04.12.2023):
```
conda install -c conda-forge conda
```
</details>
<details><summary><b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈41 · 28K) - Python packaging and dependency management made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/python-poetry/poetry) (👨💻 540 · 🔀 2.2K · 📥 15M · 📋 5.6K - 12% open · 07.02.2024):
```
git clone https://github.com/python-poetry/poetry
```
- [PyPi](https://pypi.org/project/poetry) (📥 29M / month · 📦 380 · 16.11.2023):
```
pip install poetry
```
- [Conda](https://anaconda.org/conda-forge/poetry) (📥 1.1M · 17.11.2023):
```
conda install -c conda-forge poetry
```
</details>
<details><summary><b><a href="https://github.com/jazzband/pip-tools">pip-tools</a></b> (🥈37 · 7.3K) - 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) (👨💻 210 · 🔀 610 · 📦 26K · 📋 1K - 15% open · 29.01.2024):
```
git clone https://github.com/jazzband/pip-tools
```
- [PyPi](https://pypi.org/project/pip-tools) (📥 12M / month):
```
pip install pip-tools
```
- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 140K · 09.08.2023):
```
conda install -c conda-forge pip-tools
```
</details>
<details><summary><b><a href="https://github.com/pdm-project/pdm">PDM</a></b> (🥈36 · 6.1K) - A modern Python package and dependency manager supporting the latest PEP.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pdm-project/pdm) (👨💻 170 · 🔀 310 · 📥 4 · 📦 240 · 📋 1.4K - 2% open · 06.02.2024):
```
git clone https://github.com/pdm-project/pdm
```
- [PyPi](https://pypi.org/project/pdm) (📥 710K / month):
```
pip install pdm
```
- [Conda](https://anaconda.org/conda-forge/pdm) (📥 240K · 01.02.2024):
```
conda install -c conda-forge pdm
```
</details>
<details><summary><b><a href="https://github.com/pypa/pipx">pipx</a></b> (🥉35 · 8K) - Install and Run Python Applications in Isolated Environments. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/pipx) (👨💻 130 · 🔀 340 · 📥 36K · 📦 1.8K · 📋 650 - 8% open · 07.02.2024):
```
git clone https://github.com/pypa/pipx
```
- [PyPi](https://pypi.org/project/pipx) (📥 3.7M / month):
```
pip install pipx
```
- [Conda](https://anaconda.org/conda-forge/pipx) (📥 43K · 17.01.2024):
```
conda install -c conda-forge pipx
```
</details>
<details><summary><b><a href="https://github.com/bndr/pipreqs">pipreqs</a></b> (🥉32 · 5.6K) - 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) (👨💻 60 · 🔀 360 · 📦 27K · 📋 260 - 57% open · 08.10.2023):
```
git clone https://github.com/bndr/pipreqs
```
- [PyPi](https://pypi.org/project/pipreqs) (📥 570K / month):
```
pip install pipreqs
```
- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 47K · 16.06.2023):
```
conda install -c conda-forge pipreqs
```
</details>
<details><summary><b><a href="https://github.com/mamba-org/mamba">mamba</a></b> (🥉30 · 5.8K) - 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) (👨💻 150 · 🔀 320 · 📋 1.6K - 28% open · 08.02.2024):
```
git clone https://github.com/mamba-org/mamba
```
- [Conda](https://anaconda.org/conda-forge/mamba) (📥 10M · 21.12.2023):
```
conda install -c conda-forge mamba
```
</details>
<details><summary><b><a href="https://github.com/jaraco/pip-run">pip-run</a></b> (🥉20 · 120) - 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) (👨💻 23 · 🔀 19 · 📋 71 - 9% open · 07.02.2024):
```
git clone https://github.com/jaraco/pip-run
```
- [PyPi](https://pypi.org/project/pip-run) (📥 7.2K / month):
```
pip install pip-run
```
</details>
<details><summary>Show 2 hidden projects...</summary>
- <b><a href="https://github.com/dephell/dephell">dephell</a></b> (🥉25 · 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉22 · 1.3K · 💀) - An installation and dependency system for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Code Metrics & Complexity
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/landscapeio/prospector">prospector</a></b> (🥇33 · 1.9K) - 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/landscapeio/prospector) (👨💻 90 · 🔀 170 · 📦 4.8K · 📋 370 - 15% open · 18.10.2023):
```
git clone https://github.com/PyCQA/prospector
```
- [PyPi](https://pypi.org/project/prospector) (📥 740K / month · 📦 710 · 18.10.2023):
```
pip install prospector
```
- [Conda](https://anaconda.org/conda-forge/prospector) (📥 99K · 19.10.2023):
```
conda install -c conda-forge prospector
```
</details>
<details><summary><b><a href="https://github.com/PyCQA/mccabe">mccabe</a></b> (🥈31 · 620) - McCabe complexity checker for Python. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code></summary>
- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 24 · 🔀 57 · 📦 430K · 📋 59 - 23% open · 03.12.2023):
```
git clone https://github.com/PyCQA/mccabe
```
- [PyPi](https://pypi.org/project/mccabe) (📥 32M / month · 📦 16K · 24.01.2022):
```
pip install mccabe
```
- [Conda](https://anaconda.org/conda-forge/mccabe) (📥 7.8M · 16.06.2023):
```
conda install -c conda-forge mccabe
```
</details>
<details><summary><b><a href="https://github.com/rubik/radon">radon</a></b> (🥈30 · 1.6K) - Various code metrics for Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/rubik/radon) (👨💻 60 · 🔀 110 · 📦 4.7K · 📋 170 - 13% open · 06.10.2023):
```
git clone https://github.com/rubik/radon
```
- [PyPi](https://pypi.org/project/radon) (📥 450K / month · 📦 660 · 26.03.2023):
```
pip install radon
```
- [Conda](https://anaconda.org/conda-forge/radon) (📥 69K · 16.06.2023):
```
conda install -c conda-forge radon
```
</details>
<details><summary><b><a href="https://github.com/tonybaloney/wily">wily</a></b> (🥉27 · 1.2K) - 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) (👨💻 24 · 🔀 56 · 📦 210 · 📋 110 - 32% open · 11.10.2023):
```
git clone https://github.com/tonybaloney/wily
```
- [PyPi](https://pypi.org/project/wily) (📥 26K / month · 📦 9 · 11.10.2023):
```
pip install wily
```
</details>
<details><summary><b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉23 · 230) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/rubik/xenon) (👨💻 10 · 🔀 21 · 📦 1.2K · 📋 36 - 22% open · 12.08.2023):
```
git clone https://github.com/rubik/xenon
```
- [PyPi](https://pypi.org/project/xenon) (📥 170K / month · 📦 88 · 12.08.2023):
```
pip install xenon
```
- [Conda](https://anaconda.org/conda-forge/xenon) (📥 22K · 16.06.2023):
```
conda install -c conda-forge xenon
```
</details>
<details><summary><b><a href="https://github.com/mschwager/cohesion">cohesion</a></b> (🥉15 · 220 · 💤) - A tool for measuring Python class cohesion. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/mschwager/cohesion) (👨💻 3 · 🔀 4 · 📋 17 - 29% open · 08.03.2023):
```
git clone https://github.com/mschwager/cohesion
```
- [PyPi](https://pypi.org/project/cohesion) (📥 5.3K / month · 📦 11 · 10.07.2019):
```
pip install cohesion
```
- [Conda](https://anaconda.org/conda-forge/cohesion) (📥 2.1K · 16.06.2023):
```
conda install -c conda-forge cohesion
```
</details>
<br>
## Logging
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/Textualize/rich">rich</a></b> (🥇42 · 46K) - Rich is a Python library for rich text and beautiful formatting in the terminal. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/Textualize/rich) (👨💻 240 · 🔀 1.6K · 📦 170K · 📋 1.2K - 13% open · 31.01.2024):
```
git clone https://github.com/Textualize/rich
```
- [PyPi](https://pypi.org/project/rich) (📥 42M / month):
```
pip install rich
```
- [Conda](https://anaconda.org/conda-forge/rich) (📥 6.1M · 16.11.2023):
```
conda install -c conda-forge rich
```
</details>
<details><summary><b><a href="https://github.com/tqdm/tqdm">tqdm</a></b> (🥇40 · 27K) - A Fast, Extensible Progress Bar for Python and CLI. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code></summary>
- [GitHub](https://github.com/tqdm/tqdm) (👨💻 110 · 🔀 1.4K · 📥 12K · 📦 640K · 📋 1.1K - 45% open · 05.02.2024):
```
git clone https://github.com/tqdm/tqdm
```
- [PyPi](https://pypi.org/project/tqdm) (📥 88M / month · 📦 30K · 10.08.2023):
```
pip install tqdm
```
- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 25M · 10.08.2023):
```
conda install -c conda-forge tqdm
```
- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 4.2K · 2 · 06.02.2024):
```
docker pull tqdm/tqdm
```
</details>
<details><summary><b><a href="https://github.com/Delgan/loguru">loguru</a></b> (🥇37 · 17K) - Python logging made (stupidly) simple. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/Delgan/loguru) (👨💻 52 · 🔀 650 · 📦 75K · 📋 910 - 15% open · 03.02.2024):
```
git clone https://github.com/Delgan/loguru
```
- [PyPi](https://pypi.org/project/loguru) (📥 15M / month):
```
pip install loguru
```
- [Conda](https://anaconda.org/conda-forge/loguru) (📥 2M · 24.09.2023):
```
conda install -c conda-forge loguru
```
</details>
<details><summary><b><a href="https://github.com/hynek/structlog">structlog</a></b> (🥇37 · 3K) - Simple, powerful, and fast logging for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/hynek/structlog) (👨💻 110 · 🔀 200 · 📦 11K · 📋 310 - 8% open · 07.02.2024):
```
git clone https://github.com/hynek/structlog
```
- [PyPi](https://pypi.org/project/structlog) (📥 10M / month · 📦 1.2K · 08.01.2024):
```
pip install structlog
```
- [Conda](https://anaconda.org/conda-forge/structlog) (📥 360K · 09.10.2023):
```
conda install -c conda-forge structlog
```
</details>
<details><summary><b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥈34 · 1.6K · 💤) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/madzak/python-json-logger) (👨💻 63 · 🔀 220 · 📦 84K · 📋 100 - 11% open · 28.02.2023):
```
git clone https://github.com/madzak/python-json-logger
```
- [PyPi](https://pypi.org/project/python-json-logger) (📥 23M / month):
```
pip install python-json-logger
```
- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 7M · 16.06.2023):
```
conda install -c conda-forge python-json-logger
```
</details>
<details><summary><b><a href="https://github.com/getlogbook/logbook">logbook</a></b> (🥈34 · 1.5K) - A cool logging replacement for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/getlogbook/logbook) (👨💻 79 · 🔀 160 · 📥 330 · 📦 5.5K · 📋 180 - 25% open · 14.12.2023):
```
git clone https://github.com/getlogbook/logbook
```
- [PyPi](https://pypi.org/project/logbook) (📥 4M / month · 📦 1.2K · 10.11.2023):
```
pip install logbook
```
- [Conda](https://anaconda.org/conda-forge/logbook) (📥 170K · 11.11.2023):
```
conda install -c conda-forge logbook
```
</details>
<details><summary><b><a href="https://github.com/getsentry/sentry-python">sentry-sdk</a></b> (🥈33 · 1.7K) - The official Python SDK for Sentry.io. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 200 · 🔀 430 · 📥 3.8K · 📋 1.1K - 12% open · 07.02.2024):
```
git clone https://github.com/getsentry/sentry-python
```
- [PyPi](https://pypi.org/project/sentry-sdk) (📥 28M / month):
```
pip install sentry-sdk
```
- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 720K · 07.02.2024):
```
conda install -c conda-forge sentry-sdk
```
</details>
<details><summary><b><a href="https://github.com/wolph/python-progressbar">progressbar2</a></b> (🥈33 · 840 · 📈) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 45 · 🔀 140 · 📥 2.2K · 📋 220 - 1% open · 25.01.2024):
```
git clone https://github.com/WoLpH/python-progressbar
```
- [PyPi](https://pypi.org/project/progressbar2) (📥 24M / month · 📦 1.6K · 18.12.2023):
```
pip install progressbar2
```
- [Conda](https://anaconda.org/conda-forge/progressbar2) (📥 1.1M · 21.12.2023):
```
conda install -c conda-forge progressbar2
```
</details>
<details><summary><b><a href="https://github.com/borntyping/python-colorlog">colorlog</a></b> (🥉32 · 840) - 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) (👨💻 33 · 🔀 120 · 📦 34K · 26.01.2024):
```
git clone https://github.com/borntyping/python-colorlog
```
- [PyPi](https://pypi.org/project/colorlog) (📥 11M / month · 📦 2.8K · 26.01.2024):
```
pip install colorlog
```
- [Conda](https://anaconda.org/conda-forge/colorlog) (📥 1.9M · 26.01.2024):
```
conda install -c conda-forge colorlog
```
</details>
<details><summary><b><a href="https://github.com/rsalmei/alive-progress">alive-progress</a></b> (🥉30 · 4.9K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 7 · 🔀 190 · 📦 2.7K · 📋 220 - 9% open · 02.12.2023):
```
git clone https://github.com/rsalmei/alive-progress
```
- [PyPi](https://pypi.org/project/alive-progress) (📥 560K / month · 📦 220 · 08.11.2023):
```
pip install alive-progress
```
- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 49K · 09.11.2023):
```
conda install -c conda-forge alive-progress
```
</details>
<details><summary><b><a href="https://github.com/explosion/wasabi">wasabi</a></b> (🥉27 · 430) - A lightweight console printing and formatting toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/explosion/wasabi) (👨💻 14 · 🔀 22 · 📦 40K · 📋 9 - 44% open · 03.11.2023):
```
git clone https://github.com/ines/wasabi
```
- [PyPi](https://pypi.org/project/wasabi) (📥 5.4M / month):
```
pip install wasabi
```
- [Conda](https://anaconda.org/conda-forge/wasabi) (📥 1.3M · 07.06.2023):
```
conda install -c conda-forge wasabi
```
</details>
<details><summary><b><a href="https://github.com/astanin/python-tabulate">tabulate</a></b> (🥉25 · 1.9K · 💤) - Pretty-print tabular data in Python, a library and a command-line.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 84 · 🔀 150 · 📋 210 - 36% open · 30.04.2023):
```
git clone https://github.com/astanin/python-tabulate
```
- [PyPi](https://pypi.org/project/tabulate) (📥 50M / month):
```
pip install tabulate
```
- [Conda](https://anaconda.org/conda-forge/tabulate) (📥 6.3M · 16.06.2023):
```
conda install -c conda-forge tabulate
```
</details>
<details><summary><b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉25 · 1.3K) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/cknd/stackprinter) (👨💻 7 · 🔀 37 · 📦 320 · 📋 33 - 27% open · 24.11.2023):
```
git clone https://github.com/cknd/stackprinter
```
- [PyPi](https://pypi.org/project/stackprinter) (📥 300K / month · 📦 31 · 24.11.2023):
```
pip install stackprinter
```
- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 9.3K · 16.06.2023):
```
conda install -c conda-forge stackprinter
```
</details>
<details><summary><b><a href="https://github.com/samuelcolvin/python-devtools">python-devtools</a></b> (🥉22 · 920) - Dev tools for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/samuelcolvin/python-devtools) (👨💻 13 · 🔀 46 · 📦 3.6K · 📋 52 - 25% open · 26.01.2024):
```
git clone https://github.com/samuelcolvin/python-devtools
```
- [PyPi](https://pypi.org/project/python-devtools) (📥 670 / month):
```
pip install python-devtools
```
- [Conda](https://anaconda.org/conda-forge/python-devtools) (📥 21K · 06.09.2023):
```
conda install -c conda-forge python-devtools
```
</details>
<details><summary>Show 7 hidden projects...</summary>
- <b><a href="https://github.com/jazzband/prettytable">prettytable</a></b> (🥈33 · 1.2K) - Display tabular data in a visually appealing ASCII table.. <code>Unlicensed</code>
- <b><a href="https://github.com/liiight/notifiers">notifiers</a></b> (🥉28 · 2.6K · 💀) - The easy way to send notifications. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/xolox/python-coloredlogs">python-coloredlogs</a></b> (🥉27 · 520 · 💀) - Colored terminal output for Pythons logging module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/shobrook/rebound">rebound</a></b> (🥉22 · 4.1K · 💀) - Command-line tool that instantly fetches Stack Overflow.. <code>Unlicensed</code>
- <b><a href="https://github.com/onelivesleft/PrettyErrors">PrettyErrors</a></b> (🥉22 · 2.7K · 💀) - Prettify Python exception output to make it legible. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Qix-/better-exceptions">better-exceptions</a></b> (🥉21 · 4.5K · 💀) - Pretty and useful exceptions in Python, automatically. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/skorokithakis/tbvaccine">tbvaccine</a></b> (🥉16 · 370 · 💀) - A small utility to pretty-print Python tracebacks. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Shell
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/xxh/xxh">xxh</a></b> (🥉22 · 4.8K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/xxh/xxh) (👨💻 26 · 🔀 99 · 📥 2.2K · 📦 82 · 📋 85 - 27% open · 05.11.2023):
```
git clone https://github.com/xxh/xxh
```
- [PyPi](https://pypi.org/project/xxh-xxh) (📥 470 / month · 29.09.2022):
```
pip install xxh-xxh
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/xonsh/xonsh">xonsh</a></b> (🥇32 · 7.5K) - Python-powered, cross-platform, Unix-gazing shell. <code><a href="https://tldrlegal.com/search?q=BSD-1-Clause">BSD-1-Clause</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>
🔗&nbsp;<b><a href="https://github.com/mkdocs/catalog">best-of-mkdocs</a></b> ( 680) - Collection of MkDocs projects and plugins.
<details><summary><b><a href="https://github.com/squidfunk/mkdocs-material">mkdocs-material</a></b> (🥇43 · 17K) - Documentation that simply works. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 250 · 🔀 3.1K · 📦 43K · 📋 2.2K - 1% open · 07.02.2024):
```
git clone https://github.com/squidfunk/mkdocs-material
```
- [PyPi](https://pypi.org/project/mkdocs-material) (📥 4M / month):
```
pip install mkdocs-material
```
- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 350K · 07.02.2024):
```
conda install -c conda-forge mkdocs-material
```
</details>
<details><summary><b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇42 · 18K) - 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) (👨💻 250 · 🔀 2.3K · 📦 56K · 📋 1.9K - 6% open · 29.01.2024):
```
git clone https://github.com/mkdocs/mkdocs
```
- [PyPi](https://pypi.org/project/mkdocs) (📥 2.9M / month):
```
pip install mkdocs
```
- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 320K · 19.09.2023):
```
conda install -c conda-forge mkdocs
```
</details>
<details><summary><b><a href="https://github.com/readthedocs/sphinx_rtd_theme">sphinx_rtd_theme</a></b> (🥈37 · 4.6K) - 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) (👨💻 120 · 🔀 1.8K · 📦 16 · 📋 870 - 28% open · 25.01.2024):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (📥 4M / month · 📦 8.2K · 28.11.2023):
```
pip install sphinx_rtd_theme
```
- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (📥 3.7M · 28.11.2023):
```
conda install -c conda-forge sphinx_rtd_theme
```
</details>
<details><summary><b><a href="https://github.com/sphinx-doc/alabaster">alabaster</a></b> (🥈35 · 710) - Lightweight, configurable Sphinx theme. <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/alabaster) (👨💻 37 · 🔀 190 · 📦 120K · 📋 120 - 49% open · 10.01.2024):
```
git clone https://github.com/bitprophet/alabaster
```
- [PyPi](https://pypi.org/project/alabaster) (📥 9.8M / month · 📦 7.8K · 10.01.2024):
```
pip install alabaster
```
- [Conda](https://anaconda.org/conda-forge/alabaster) (📥 7M · 10.01.2024):
```
conda install -c conda-forge alabaster
```
</details>
<details><summary><b><a href="https://github.com/mitmproxy/pdoc">pdoc</a></b> (🥈32 · 1.7K) - API Documentation for Python Projects. <code><a href="http://bit.ly/3rvuUlR">Unlicense</a></code></summary>
- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 61 · 🔀 230 · 📦 2.5K · 📋 350 - 5% open · 01.02.2024):
```
git clone https://github.com/mitmproxy/pdoc
```
- [PyPi](https://pypi.org/project/pdoc) (📥 230K / month · 📦 340 · 17.01.2024):
```
pip install pdoc
```
</details>
<details><summary><b><a href="https://github.com/mkdocstrings/mkdocstrings">mkdocstrings</a></b> (🥈32 · 1.5K) - 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) (👨💻 42 · 🔀 100 · 📦 11K · 📋 380 - 11% open · 30.01.2024):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
- [PyPi](https://pypi.org/project/mkdocstrings) (📥 800K / month · 📦 510 · 14.11.2023):
```
pip install mkdocstrings
```
- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 100K · 15.11.2023):
```
conda install -c conda-forge mkdocstrings
```
</details>
<details><summary><b><a href="https://github.com/tox-dev/sphinx-autodoc-typehints">sphinx-autodoc-typehints</a></b> (🥈32 · 520) - Type hints support for the Sphinx autodoc extension. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 54 · 🔀 100 · 📦 47K · 📋 190 - 16% open · 08.02.2024):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 1.7M / month · 📦 2.1K · 08.02.2024):
```
pip install sphinx-autodoc-typehints
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 640K · 08.02.2024):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
</details>
<details><summary><b><a href="https://github.com/sphinx-doc/sphinx-autobuild">sphinx-autobuild</a></b> (🥈32 · 500) - 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/sphinx-doc/sphinx-autobuild) (👨💻 29 · 🔀 73 · 📦 22K · 📋 82 - 29% open · 04.02.2024):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 560K / month · 📦 3K · 04.02.2024):
```
pip install sphinx-autobuild
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 240K · 04.02.2024):
```
conda install -c conda-forge sphinx-autobuild
```
</details>
<details><summary><b><a href="https://github.com/breathe-doc/breathe">breathe</a></b> (🥈31 · 710) - ReStructuredText and Sphinx bridge to Doxygen. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/breathe-doc/breathe) (👨💻 110 · 🔀 190 · 📥 580 · 📦 12K · 📋 580 - 30% open · 24.10.2023):
```
git clone https://github.com/michaeljones/breathe
```
- [PyPi](https://pypi.org/project/breathe) (📥 300K / month · 📦 1K · 28.02.2023):
```
pip install breathe
```
- [Conda](https://anaconda.org/conda-forge/breathe) (📥 530K · 04.07.2023):
```
conda install -c conda-forge breathe
```
</details>
<details><summary><b><a href="https://github.com/mkdocstrings/griffe">Griffe</a></b> (🥈31 · 240) - Signatures for entire Python programs. Extract the structure, the frame,.. <code><a href="http://bit.ly/3hkKRql">ISC</a></code></summary>
- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 26 · 🔀 35 · 📦 4.3K · 📋 170 - 10% open · 30.01.2024):
```
git clone https://github.com/mkdocstrings/griffe
```
- [PyPi](https://pypi.org/project/griffe) (📥 1.1M / month):
```
pip install griffe
```
- [Conda](https://anaconda.org/conda-forge/griffe) (📥 210K · 30.01.2024):
```
conda install -c conda-forge griffe
```
</details>
<details><summary><b><a href="https://github.com/adamchainz/blacken-docs">blacken-docs</a></b> (🥉27 · 590) - Run `black` on python code blocks in documentation files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 21 · 🔀 40 · 📦 840 · 📋 75 - 12% open · 30.01.2024):
```
git clone https://github.com/asottile/blacken-docs
```
- [PyPi](https://pypi.org/project/blacken-docs) (📥 130K / month · 📦 56 · 16.08.2023):
```
pip install blacken-docs
```
- [Conda](https://anaconda.org/conda-forge/blacken-docs) (📥 33K · 16.08.2023):
```
conda install -c conda-forge blacken-docs
```
</details>
<details><summary><b><a href="https://github.com/econchick/interrogate">interrogate</a></b> (🥉26 · 530) - Explain yourself! Interrogate a codebase for docstring coverage. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/econchick/interrogate) (👨💻 12 · 🔀 42 · 📦 5.9K · 📋 57 - 52% open · 07.09.2023):
```
git clone https://github.com/econchick/interrogate
```
- [PyPi](https://pypi.org/project/interrogate) (📥 83K / month · 📦 200 · 10.09.2021):
```
pip install interrogate
```
</details>
<details><summary><b><a href="https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin">mkdocs-awesome-pages-plugin</a></b> (🥉24 · 410) - 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) (👨💻 7 · 🔀 31 · 📦 3.8K · 📋 78 - 20% open · 11.11.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 200K / month · 📦 120 · 19.08.2023):
```
pip install mkdocs-awesome-pages-plugin
```
</details>
<details><summary><b><a href="https://github.com/bitprophet/releases">releases</a></b> (🥉24 · 170) - A powerful Sphinx changelog-generating extension. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/bitprophet/releases) (👨💻 10 · 🔀 41 · 📦 620 · 📋 76 - 39% open · 01.12.2023):
```
git clone https://github.com/bitprophet/releases
```
- [PyPi](https://pypi.org/project/releases) (📥 11K / month · 📦 380 · 28.04.2023):
```
pip install releases
```
- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (📥 50K · 16.06.2023):
```
conda install -c conda-forge sphinx-releases
```
</details>
<details><summary><b><a href="https://github.com/ml-tooling/lazydocs">lazydocs</a></b> (🥉22 · 170) - Generate markdown API documentation from Google-style Python docstring... <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 11 · 🔀 35 · 📦 200 · 📋 28 - 3% open · 16.01.2024):
```
git clone https://github.com/ml-tooling/lazydocs
```
- [PyPi](https://pypi.org/project/lazydocs) (📥 9K / month):
```
pip install lazydocs
```
</details>
<details><summary><b><a href="https://github.com/clayrisser/sphinx-markdown-builder">sphinx-markdown-builder</a></b> (🥉22 · 160 · 💤) - DISCONTINUED: sphinx builder that outputs markdown.. <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) (👨💻 19 · 🔀 46 · 24.06.2023):
```
git clone https://github.com/clayrisser/sphinx-markdown-builder
```
- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 59K / month · 📦 87 · 16.01.2024):
```
pip install sphinx-markdown-builder
```
</details>
<details><summary><b><a href="https://github.com/timvink/mkdocs-print-site-plugin">mkdocs-print-site-plugin</a></b> (🥉21 · 110) - MkDocs Plugin that adds an additional page that.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨💻 6 · 🔀 16 · 📦 280 · 📋 84 - 14% open · 23.01.2024):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 20K / month · 📦 6 · 28.08.2023):
```
pip install mkdocs-print-site-plugin
```
</details>
<details><summary>Show 11 hidden projects...</summary>
- <b><a href="https://github.com/sphinx-doc/sphinx">sphinx</a></b> (🥇43 · 5.9K) - The Sphinx documentation generator. <code>Unlicensed</code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/numpy/numpydoc">numpydoc</a></b> (🥉29 · 270) - Numpys Sphinx extensions. <code>Unlicensed</code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/pdoc3/pdoc">pdoc3</a></b> (🥉27 · 1.1K · 💀) - Auto-generate API documentation for Python projects. <code><a href="http://bit.ly/3pwmjO5">AGPL-3.0</a></code>
- <b><a href="https://github.com/ryan-roemer/sphinx-bootstrap-theme">sphinx-bootstrap-theme</a></b> (🥉26 · 590 · 💀) - Sphinx Bootstrap Theme. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/mkdocstrings/pytkdocs">pytkdocs</a></b> (🥉24 · 48 · 💀) - Load Python objects documentation. <code><a href="http://bit.ly/3hkKRql">ISC</a></code>
- <b><a href="https://github.com/pycco-docs/pycco">pycco</a></b> (🥉23 · 840 · 💀) - Literate-style documentation generator. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/orzih/mkdocs-with-pdf">mkdocs-with-pdf</a></b> (🥉22 · 280 · 💀) - Generate a single PDF file from MkDocs repository. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/zhaoterryy/mkdocs-pdf-export-plugin">mkdocs-pdf-export-plugin</a></b> (🥉21 · 300 · 💀) - An MkDocs plugin to export content pages as PDF files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/timothycrosley/portray">portray</a></b> (🥉20 · 860 · 💀) - Your Project with Great Documentation. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin">mkdocs-git-revision-date-plugin</a></b> (🥉19 · 55 · 💀) - MkDocs plugin for setting revision date from git per.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/zayd62/mkdocs-versioning">mkdocs-versioning</a></b> (🥉17 · 40 · 💀) - A tool that allows for versioning sites built with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
</details>
<br>
## Debugging Tools
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/cool-RR/PySnooper">PySnooper</a></b> (🥇32 · 16K) - Never use print for debugging again. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 27 · 🔀 950 · 📦 1.7K · 📋 130 - 20% open · 13.01.2024):
```
git clone https://github.com/cool-RR/PySnooper
```
- [PyPi](https://pypi.org/project/pysnooper) (📥 370K / month · 📦 56 · 15.07.2023):
```
pip install pysnooper
```
- [Conda](https://anaconda.org/conda-forge/pysnooper) (📥 73K · 27.07.2023):
```
conda install -c conda-forge pysnooper
```
</details>
<details><summary><b><a href="https://github.com/inducer/pudb">pudb</a></b> (🥇32 · 2.8K) - Full-screen console debugger for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/inducer/pudb) (👨💻 95 · 🔀 230 · 📦 5.9K · 📋 340 - 47% open · 16.01.2024):
```
git clone https://github.com/inducer/pudb
```
- [PyPi](https://pypi.org/project/pudb) (📥 250K / month · 📦 760 · 16.01.2024):
```
pip install pudb
```
- [Conda](https://anaconda.org/conda-forge/pudb):
```
conda install -c conda-forge pudb
```
</details>
<details><summary><b><a href="https://github.com/cs01/gdbgui">gdbgui</a></b> (🥈29 · 9.6K) - 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) (👨💻 45 · 🔀 550 · 📥 17K · 📦 350 · 📋 320 - 45% open · 18.10.2023):
```
git clone https://github.com/cs01/gdbgui
```
- [PyPi](https://pypi.org/project/gdbgui) (📥 15K / month · 📦 3 · 18.10.2023):
```
pip install gdbgui
```
</details>
<details><summary><b><a href="https://github.com/gruns/icecream">icecream</a></b> (🥈29 · 8.2K) - Never use print() to debug again. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/gruns/icecream) (👨💻 21 · 🔀 170 · 📦 21 · 📋 120 - 41% open · 01.02.2024):
```
git clone https://github.com/gruns/icecream
```
- [PyPi](https://pypi.org/project/icecream) (📥 1.1M / month):
```
pip install icecream
```
- [Conda](https://anaconda.org/conda-forge/icecream) (📥 31K · 16.06.2023):
```
conda install -c conda-forge icecream
```
</details>
<details><summary><b><a href="https://github.com/gotcha/ipdb">ipdb</a></b> (🥈29 · 1.8K) - Integration of IPython pdb. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 140 · 📦 53K · 📋 190 - 32% open · 03.08.2023):
```
git clone https://github.com/gotcha/ipdb
```
- [PyPi](https://pypi.org/project/ipdb) (📥 2.8M / month):
```
pip install ipdb
```
- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 430K · 16.06.2023):
```
conda install -c conda-forge ipdb
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/python-manhole">python-manhole</a></b> (🥉22 · 360) - Debugging manhole for python applications. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/ionelmc/python-manhole) (👨💻 11 · 🔀 23 · 📦 270 · 📋 22 - 31% open · 18.12.2023):
```
git clone https://github.com/ionelmc/python-manhole
```
- [PyPi](https://pypi.org/project/manhole) (📥 18K / month):
```
pip install manhole
```
- [Conda](https://anaconda.org/conda-forge/manhole) (📥 19K · 16.06.2023):
```
conda install -c conda-forge manhole
```
</details>
<details><summary><b><a href="https://github.com/lmacken/pyrasite">pyrasite</a></b> (🥉21 · 2.7K) - Inject code into running Python processes. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
- [GitHub](https://github.com/lmacken/pyrasite) (👨💻 24 · 🔀 200 · 📦 56 · 📋 57 - 71% open · 08.10.2023):
```
git clone https://github.com/lmacken/pyrasite
```
- [PyPi](https://pypi.org/project/pyrasite) (📥 6.9K / month · 📦 6 · 09.05.2012):
```
pip install pyrasite
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/python-hunter">python-hunter</a></b> (🥉21 · 770 · 💤) - Hunter is a flexible code tracing toolkit. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 43 · 📦 170 · 📋 96 - 43% open · 26.04.2023):
```
git clone https://github.com/ionelmc/python-hunter
```
- [PyPi](https://pypi.org/project/hunter) (📥 8.8K / month):
```
pip install hunter
```
- [Conda](https://anaconda.org/conda-forge/hunter) (📥 57K · 30.09.2023):
```
conda install -c conda-forge hunter
```
</details>
<details><summary><b><a href="https://github.com/reloadware/reloadium">reloadium</a></b> (🥉19 · 2.6K) - Hot Reloading, Profiling and AI debugging for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/reloadware/reloadium) (👨💻 3 · 🔀 57 · 📋 120 - 11% open · 04.01.2024):
```
git clone https://github.com/reloadware/reloadium
```
- [PyPi](https://pypi.org/project/reloadium) (📥 3.3K / month · 04.01.2024):
```
pip install reloadium
```
</details>
<details><summary><b><a href="https://github.com/alexmojaki/birdseye">Birdseye</a></b> (🥉17 · 1.6K) - 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) (👨💻 10 · 🔀 71 · 📋 56 - 35% open · 16.10.2023):
```
git clone https://github.com/alexmojaki/birdseye
```
- [PyPi](https://pypi.org/project/birdseye) (📥 1.7K / month):
```
pip install birdseye
```
</details>
<details><summary>Show 3 hidden projects...</summary>
- <b><a href="https://github.com/eliben/pyelftools">pyelftools</a></b> (🥈30 · 1.8K) - Parsing ELF and DWARF in Python. <code>Unlicensed</code>
- <b><a href="https://github.com/pdbpp/pdbpp">pdbpp</a></b> (🥉27 · 1.2K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/alexmojaki/snoop">snoop</a></b> (🥉21 · 1.2K · 💀) - A powerful set of Python debugging tools, based on PySnooper. <code><a href="http://bit.ly/34MBwT8">MIT</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> ( 2.1K) - 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> (🥇48 · 11K) - The pytest framework makes it easy to write small tests, yet scales to.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 940 · 🔀 2.4K · 📦 1.1M · 📋 5.6K - 14% open · 08.02.2024):
```
git clone https://github.com/pytest-dev/pytest
```
- [PyPi](https://pypi.org/project/pytest) (📥 97M / month):
```
pip install pytest
```
- [Conda](https://anaconda.org/conda-forge/pytest) (📥 24M · 28.01.2024):
```
conda install -c conda-forge pytest
```
</details>
<details><summary><b><a href="https://github.com/robotframework/robotframework">robotframework</a></b> (🥇42 · 8.8K) - Generic automation framework for acceptance testing and RPA. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/robotframework/robotframework) (👨💻 200 · 🔀 2.2K · 📥 550 · 📦 9.8K · 📋 4.3K - 5% open · 07.02.2024):
```
git clone https://github.com/robotframework/robotframework
```
- [PyPi](https://pypi.org/project/robotframework) (📥 2.1M / month):
```
pip install robotframework
```
- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 170K · 11.01.2024):
```
conda install -c conda-forge robotframework
```
</details>
<details><summary><b><a href="https://github.com/tox-dev/tox">tox</a></b> (🥇38 · 3.4K) - 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) (👨💻 71 · 🔀 480 · 📦 110K · 📋 1.7K - 5% open · 06.02.2024):
```
git clone https://github.com/tox-dev/tox
```
- [PyPi](https://pypi.org/project/tox) (📥 13M / month):
```
pip install tox
```
- [Conda](https://anaconda.org/conda-forge/tox) (📥 860K · 17.01.2024):
```
conda install -c conda-forge tox
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-cov">pytest-cov</a></b> (🥇36 · 1.6K · 💤) - 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) (👨💻 86 · 🔀 210 · 📦 300K · 📋 390 - 38% open · 24.05.2023):
```
git clone https://github.com/pytest-dev/pytest-cov
```
- [PyPi](https://pypi.org/project/pytest-cov) (📥 36M / month · 📦 36K · 24.05.2023):
```
pip install pytest-cov
```
- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 10M · 16.06.2023):
```
conda install -c conda-forge pytest-cov
```
</details>
<details><summary><b><a href="https://github.com/asweigart/pyautogui">pyautogui</a></b> (🥈35 · 9.2K · 💤) - A cross-platform GUI automation Python module for human beings... <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/asweigart/pyautogui) (👨💻 52 · 🔀 1.1K · 📦 31K · 📋 670 - 66% open · 07.06.2023):
```
git clone https://github.com/asweigart/pyautogui
```
- [PyPi](https://pypi.org/project/pyautogui) (📥 690K / month):
```
pip install pyautogui
```
- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 220K · 16.10.2023):
```
conda install -c conda-forge pyautogui
```
</details>
<details><summary><b><a href="https://github.com/spulec/freezegun">freezegun</a></b> (🥈35 · 3.9K) - Let your Python tests travel through time. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/spulec/freezegun) (👨💻 110 · 🔀 270 · 📥 11 · 📋 330 - 42% open · 14.01.2024):
```
git clone https://github.com/spulec/freezegun
```
- [PyPi](https://pypi.org/project/freezegun) (📥 8.9M / month · 📦 4.6K · 19.12.2023):
```
pip install freezegun
```
- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 1.5M · 19.12.2023):
```
conda install -c conda-forge freezegun
```
</details>
<details><summary><b><a href="https://github.com/microsoft/playwright-python">playwright-python</a></b> (🥈34 · 10K) - 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) (👨💻 35 · 🔀 860 · 📦 21 · 📋 1.2K - 3% open · 06.02.2024):
```
git clone https://github.com/microsoft/playwright-python
```
- [PyPi](https://pypi.org/project/playwright) (📥 2.4M / month · 📦 480 · 06.02.2024):
```
pip install playwright
```
</details>
<details><summary><b><a href="https://github.com/lk-geimfari/mimesis">mimesis</a></b> (🥈34 · 4.2K) - Mimesis is a powerful Python library that empowers developers to generate.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 120 · 🔀 320 · 📥 540 · 📦 1.6K · 📋 340 - 2% open · 31.01.2024):
```
git clone https://github.com/lk-geimfari/mimesis
```
- [PyPi](https://pypi.org/project/mimesis) (📥 170K / month):
```
pip install mimesis
```
- [Conda](https://anaconda.org/conda-forge/mimesis) (📥 180K · 24.01.2024):
```
conda install -c conda-forge mimesis
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-mock">pytest-mock</a></b> (🥈34 · 1.7K) - 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) (👨💻 68 · 🔀 130 · 📥 16 · 📦 74K · 📋 150 - 7% open · 06.02.2024):
```
git clone https://github.com/pytest-dev/pytest-mock
```
- [PyPi](https://pypi.org/project/pytest-mock) (📥 17M / month):
```
pip install pytest-mock
```
- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 2.5M · 19.10.2023):
```
conda install -c conda-forge pytest-mock
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-asyncio">pytest-asyncio</a></b> (🥈34 · 1.3K) - Asyncio support for pytest. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 46 · 🔀 140 · 📥 180 · 📋 300 - 14% open · 06.02.2024):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 11M / month · 📦 1.8K · 06.02.2024):
```
pip install pytest-asyncio
```
- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 1.9M · 31.01.2024):
```
conda install -c conda-forge pytest-asyncio
```
</details>
<details><summary><b><a href="https://github.com/nose-devs/nose2">nose2</a></b> (🥈34 · 770) - The successor to nose, based on unittest2. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/nose-devs/nose2) (👨💻 77 · 🔀 140 · 📦 25K · 📋 270 - 18% open · 31.01.2024):
```
git clone https://github.com/nose-devs/nose2
```
- [PyPi](https://pypi.org/project/nose2) (📥 730K / month · 📦 1.1K · 28.01.2024):
```
pip install nose2
```
- [Conda](https://anaconda.org/conda-forge/nose2) (📥 130K · 16.06.2023):
```
conda install -c conda-forge nose2
```
</details>
<details><summary><b><a href="https://github.com/airspeed-velocity/asv">asv</a></b> (🥈33 · 820) - 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) (👨💻 80 · 🔀 170 · 📥 160 · 📦 1.1K · 📋 570 - 22% open · 04.02.2024):
```
git clone https://github.com/airspeed-velocity/asv
```
- [PyPi](https://pypi.org/project/asv) (📥 88K / month):
```
pip install asv
```
- [Conda](https://anaconda.org/conda-forge/asv) (📥 760K · 03.10.2023):
```
conda install -c conda-forge asv
```
</details>
<details><summary><b><a href="https://github.com/FactoryBoy/factory_boy">factory_boy</a></b> (🥈32 · 3.3K) - A test fixtures replacement for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 380 · 📋 590 - 33% open · 07.02.2024):
```
git clone https://github.com/FactoryBoy/factory_boy
```
- [PyPi](https://pypi.org/project/factory_boy) (📥 3.8M / month · 📦 850 · 19.07.2023):
```
pip install factory_boy
```
- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 140K · 19.07.2023):
```
conda install -c conda-forge factory_boy
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-bdd">pytest-bdd</a></b> (🥈32 · 1.2K) - BDD library for the py.test runner. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨💻 61 · 🔀 200 · 📦 3.4K · 📋 320 - 35% open · 21.01.2024):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
- [PyPi](https://pypi.org/project/pytest-bdd) (📥 840K / month):
```
pip install pytest-bdd
```
- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 56K · 02.12.2023):
```
conda install -c conda-forge pytest-bdd
```
</details>
<details><summary><b><a href="https://github.com/Teemu/pytest-sugar">pytest-sugar</a></b> (🥈32 · 1.2K) - 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) (👨💻 52 · 🔀 72 · 📥 14 · 📦 24K · 📋 120 - 19% open · 01.02.2024):
```
git clone https://github.com/Teemu/pytest-sugar
```
- [PyPi](https://pypi.org/project/pytest-sugar) (📥 1.3M / month · 📦 2.8K · 01.02.2024):
```
pip install pytest-sugar
```
- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 230K · 05.02.2024):
```
conda install -c conda-forge pytest-sugar
```
</details>
<details><summary><b><a href="https://github.com/wntrblm/nox">nox</a></b> (🥉31 · 1.2K) - Flexible test automation for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/wntrblm/nox) (👨💻 91 · 🔀 140 · 📦 5K · 📋 340 - 18% open · 02.11.2023):
```
git clone https://github.com/theacodes/nox
```
- [PyPi](https://pypi.org/project/nox) (📥 1.2M / month · 📦 460 · 23.04.2023):
```
pip install nox
```
- [Conda](https://anaconda.org/conda-forge/nox) (📥 260K · 25.09.2023):
```
conda install -c conda-forge nox
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-xdist">pytest-xdist</a></b> (🥉30 · 1.3K) - 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) (👨💻 96 · 🔀 200 · 📥 6 · 📋 580 - 39% open · 31.01.2024):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
- [PyPi](https://pypi.org/project/pytest-xdist) (📥 17M / month):
```
pip install pytest-xdist
```
- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 5.6M · 21.11.2023):
```
conda install -c conda-forge pytest-xdist
```
</details>
<details><summary><b><a href="https://github.com/TheKevJames/coveralls-python">coveralls-python</a></b> (🥉30 · 540) - Show coverage stats online via coveralls.io. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 64 · 🔀 190 · 📦 33K · 📋 170 - 15% open · 14.08.2023):
```
git clone https://github.com/TheKevJames/coveralls-python
```
- [PyPi](https://pypi.org/project/coveralls) (📥 540K / month):
```
pip install coveralls
```
- [Conda](https://anaconda.org/conda-forge/coveralls) (📥 1.1M · 16.06.2023):
```
conda install -c conda-forge coveralls
```
</details>
<details><summary><b><a href="https://github.com/ionelmc/pytest-benchmark">pytest-benchmark</a></b> (🥉29 · 1.2K) - 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) (👨💻 41 · 🔀 110 · 📦 8.2K · 📋 180 - 50% open · 15.12.2023):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 1.1M / month):
```
pip install pytest-benchmark
```
- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 1.9M · 16.06.2023):
```
conda install -c conda-forge pytest-benchmark
```
</details>
<details><summary><b><a href="https://github.com/CleanCut/green">green</a></b> (🥉29 · 780) - Green is a clean, colorful, fast python test runner. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/CleanCut/green) (👨💻 39 · 🔀 80 · 📋 180 - 3% open · 06.02.2024):
```
git clone https://github.com/CleanCut/green
```
- [PyPi](https://pypi.org/project/green) (📥 17K / month · 📦 240 · 16.01.2024):
```
pip install green
```
- [Conda](https://anaconda.org/conda-forge/green) (📥 130K · 28.09.2023):
```
conda install -c conda-forge green
```
</details>
<details><summary><b><a href="https://github.com/datadriventests/ddt">ddt</a></b> (🥉29 · 430) - Data-Driven Tests for Python Unittest. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/datadriventests/ddt) (👨💻 38 · 🔀 110 · 📦 5.5K · 📋 53 - 15% open · 03.01.2024):
```
git clone https://github.com/datadriventests/ddt
```
- [PyPi](https://pypi.org/project/ddt) (📥 600K / month):
```
pip install ddt
```
- [Conda](https://anaconda.org/conda-forge/ddt) (📥 91K · 03.01.2024):
```
conda install -c conda-forge ddt
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-randomly">pytest-randomly</a></b> (🥉28 · 560) - 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) (👨💻 20 · 🔀 31 · 📦 7.9K · 📋 61 - 11% open · 30.01.2024):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
- [PyPi](https://pypi.org/project/pytest-randomly) (📥 2.6M / month · 📦 300 · 15.08.2023):
```
pip install pytest-randomly
```
- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 180K · 15.08.2023):
```
conda install -c conda-forge pytest-randomly
```
</details>
<details><summary><b><a href="https://github.com/pytest-dev/pytest-testinfra">pytest-testinfra</a></b> (🥉27 · 2.3K) - 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) (👨💻 140 · 🔀 340 · 📋 340 - 36% open · 13.11.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 370K / month):
```
pip install pytest-testinfra
```
- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (📥 15K · 19.11.2023):
```
conda install -c conda-forge pytest-testinfra
```
</details>
<details><summary><b><a href="https://github.com/tarpas/pytest-testmon">pytest-testmon</a></b> (🥉26 · 760) - Selects tests affected by changed files. Executes the right.. <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/tarpas/pytest-testmon) (👨💻 24 · 🔀 55 · 📦 1.2K · 📋 150 - 18% open · 23.11.2023):
```
git clone https://github.com/tarpas/pytest-testmon
```
- [PyPi](https://pypi.org/project/pytest-testmon) (📥 190K / month · 📦 13 · 23.11.2023):
```
pip install pytest-testmon
```
- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 41K · 16.06.2023):
```
conda install -c conda-forge pytest-testmon
```
</details>
<details><summary><b><a href="https://github.com/nestorsalceda/mamba">Mamba Test Runner</a></b> (🥉25 · 510) - 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) (👨💻 23 · 🔀 64 · 📦 910 · 📋 100 - 50% open · 09.11.2023):
```
git clone https://github.com/nestorsalceda/mamba
```
- [PyPi](https://pypi.org/project/mamba) (📥 6.9K / month · 📦 130 · 09.11.2023):
```
pip install mamba
```
</details>
<details><summary><b><a href="https://github.com/avast/pytest-docker">pytest-docker</a></b> (🥉25 · 380) - 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) (👨💻 23 · 🔀 67 · 📥 130 · 📋 52 - 28% open · 02.02.2024):
```
git clone https://github.com/avast/pytest-docker
```
- [PyPi](https://pypi.org/project/pytest-docker) (📥 170K / month · 📦 61 · 02.02.2024):
```
pip install pytest-docker
```
</details>
<details><summary><b><a href="https://github.com/realpython/pytest-mypy">pytest-mypy</a></b> (🥉25 · 240 · 💤) - Mypy static type checker plugin for Pytest. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/realpython/pytest-mypy) (👨💻 16 · 🔀 33 · 📦 3.9K · 📋 64 - 17% open · 08.05.2023):
```
git clone https://github.com/dbader/pytest-mypy
```
- [PyPi](https://pypi.org/project/pytest-mypy) (📥 280K / month · 📦 510 · 18.12.2022):
```
pip install pytest-mypy
```
- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 95K · 16.06.2023):
```
conda install -c conda-forge pytest-mypy
```
</details>
<details><summary><b><a href="https://github.com/Erotemic/xdoctest">xdoctest</a></b> (🥉21 · 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 9 · 🔀 11 · 📋 46 - 39% open · 30.01.2024):
```
git clone https://github.com/Erotemic/xdoctest
```
- [PyPi](https://pypi.org/project/xdoctest) (📥 210K / month):
```
pip install xdoctest
```
- [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 200K · 30.01.2024):
```
conda install -c conda-forge xdoctest
```
</details>
<details><summary>Show 13 hidden projects...</summary>
- <b><a href="https://github.com/HypothesisWorks/hypothesis">hypothesis</a></b> (🥇38 · 7.1K) - Hypothesis is a powerful, flexible, and easy to use library.. <code>Unlicensed</code>
- <b><a href="https://github.com/pytest-dev/pytest-html">pytest-html</a></b> (🥈32 · 640) - Plugin for generating HTML reports for pytest results. <code>Unlicensed</code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/nose-devs/nose">nose</a></b> (🥉30 · 1.4K · 💀) - nose is nicer testing for python. <code>Unlicensed</code>
- <b><a href="https://github.com/hamcrest/PyHamcrest">PyHamcrest</a></b> (🥉28 · 740) - Hamcrest matchers for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/xiaocong/uiautomator">uiautomator</a></b> (🥉26 · 2K · 💀) - Python wrapper of Android uiautomator test tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/joeyespo/pytest-watch">pytest-watch</a></b> (🥉25 · 720 · 💀) - 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/TvoroG/pytest-lazy-fixture">pytest-lazy-fixture</a></b> (🥉24 · 360 · 💀) - 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/man-group/pytest-plugins">pytest-plugins</a></b> (🥉23 · 540 · 💀) - A grab-bag of nifty pytest plugins. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/sixpack/sixpack">sixpack</a></b> (🥉21 · 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/gabrielcnr/pytest-datadir">pytest-datadir</a></b> (🥉20 · 220) - pytest plugin for manipulating test data directories.. <code>Unlicensed</code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/emirozer/fake2db">fake2db</a></b> (🥉18 · 2.2K · 💀) - create custom test databases that are populated with fake data. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
- <b><a href="https://github.com/ActivisionGameScience/assertpy">assertpy</a></b> (🥉12 · 19 · 💀) - Simple assertion library for unit testing in python with a fluent API. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pytest-dev/pytest-play">pytest-play</a></b> (🥉11 · 68 · 💀) - pytest plugin that let you automate actions and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
</details>
<br>
## Code Packaging
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
🔗&nbsp;<b><a href="https://packaging.python.org/overview/">Python.org Packaging</a></b> - An Overview of Packaging for Python.
<details><summary><b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇42 · 11K) - 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) (👨💻 460 · 🔀 2K · 📥 740K · 📦 54K · 📋 5.2K - 5% open · 07.02.2024):
```
git clone https://github.com/pyinstaller/pyinstaller
```
- [PyPi](https://pypi.org/project/pyinstaller) (📥 2.1M / month · 📦 420 · 10.12.2023):
```
pip install pyinstaller
```
- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 520K · 09.01.2024):
```
conda install -c conda-forge pyinstaller
```
</details>
<details><summary><b><a href="https://github.com/Nuitka/Nuitka">Nuitka</a></b> (🥇39 · 10K) - Nuitka is a Python compiler written in Python. Its fully compatible.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 170 · 🔀 570 · 📦 1.8K · 📋 2.1K - 7% open · 08.02.2024):
```
git clone https://github.com/Nuitka/Nuitka
```
- [PyPi](https://pypi.org/project/nuitka) (📥 110K / month · 📦 65 · 02.02.2024):
```
pip install nuitka
```
- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 620K · 03.02.2024):
```
conda install -c conda-forge nuitka
```
</details>
<details><summary><b><a href="https://github.com/pypa/packaging">packaging</a></b> (🥈38 · 560) - Core utilities for Python packages. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pypa/packaging) (👨💻 100 · 🔀 240 · 📥 770 · 📦 1M · 📋 360 - 20% open · 17.01.2024):
```
git clone https://github.com/pypa/packaging
```
- [PyPi](https://pypi.org/project/packaging) (📥 270M / month · 📦 20K · 01.10.2023):
```
pip install packaging
```
- [Conda](https://anaconda.org/conda-forge/packaging) (📥 42M · 01.10.2023):
```
conda install -c conda-forge packaging
```
</details>
<details><summary><b><a href="https://github.com/pantsbuild/pex">pex</a></b> (🥈33 · 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pantsbuild/pex) (👨💻 120 · 🔀 240 · 📥 3.3M · 📦 550 · 📋 1.1K - 13% open · 07.02.2024):
```
git clone https://github.com/pantsbuild/pex
```
- [PyPi](https://pypi.org/project/pex) (📥 1.6M / month):
```
pip install pex
```
</details>
<details><summary><b><a href="https://github.com/beeware/briefcase">briefcase</a></b> (🥈33 · 2.2K) - Tools to support converting a Python project into a standalone.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/beeware/briefcase) (👨💻 140 · 🔀 300 · 📥 240 · 📦 520 · 📋 690 - 17% open · 07.02.2024):
```
git clone https://github.com/beeware/briefcase
```
- [PyPi](https://pypi.org/project/briefcase) (📥 9.5K / month):
```
pip install briefcase
```
</details>
<details><summary><b><a href="https://github.com/marcelotduarte/cx_Freeze">cx_Freeze</a></b> (🥉27 · 1.2K · 📉) - Create standalone executables from Python scripts, with.. <code>Unlicensed</code></summary>
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 110 · 🔀 200 · 📋 900 - 5% open · 08.02.2024):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
- [PyPi](https://pypi.org/project/cx_freeze) (📥 140K / month):
```
pip install cx_freeze
```
- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 290K · 04.02.2024):
```
conda install -c conda-forge cx_freeze
```
</details>
<details><summary><b><a href="https://github.com/linkedin/shiv">shiv</a></b> (🥉23 · 1.7K) - 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) (👨💻 41 · 🔀 89 · 📥 660 · 📋 120 - 35% open · 05.02.2024):
```
git clone https://github.com/linkedin/shiv
```
- [PyPi](https://pypi.org/project/shiv) (📥 26K / month):
```
pip install shiv
```
</details>
<details><summary><b><a href="https://github.com/facebookincubator/xar">xar</a></b> (🥉21 · 1.6K) - executable archive format. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/facebookincubator/xar) (👨💻 44 · 🔀 55 · 📦 28 · 📋 33 - 24% open · 28.12.2023):
```
git clone https://github.com/facebookincubator/xar
```
- [PyPi](https://pypi.org/project/xar) (📥 250 / month · 02.12.2020):
```
pip install xar
```
</details>
<details><summary>Show 7 hidden projects...</summary>
- <b><a href="https://github.com/indygreg/PyOxidizer">PyOxidizer</a></b> (🥈28 · 5K · 💀) - A modern Python application packaging and distribution tool. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code>
- <b><a href="https://github.com/ronaldoussoren/py2app">py2app</a></b> (🥉25 · 300 · 💤) - py2app is a Python setuptools command which will allow you to.. <code>Unlicensed</code>
- <b><a href="https://github.com/conda/constructor">constructor</a></b> (🥉23 · 430) - tool for creating installers from conda packages. <code>Unlicensed</code>
- <b><a href="https://github.com/py2exe/py2exe">py2exe</a></b> (🥉22 · 710) - Create standalone Windows programs from Python code. <code>Unlicensed</code>
- <b><a href="https://github.com/takluyver/pynsist">pynsist</a></b> (🥉19 · 860 · 💀) - Build Windows installers for Python applications. <code>Unlicensed</code>
- <b><a href="https://github.com/google/subpar">subpar</a></b> (🥉13 · 570 · 💀) - 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> (🥉11 · 37 · 💤) - pyship - ship Python desktop apps to end users. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## Build Tools
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/pypa/setuptools">setuptools</a></b> (🥇46 · 2.2K) - Official project repository for the Setuptools build system. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/setuptools) (👨💻 590 · 🔀 1K · 📦 460K · 📋 2.4K - 23% open · 07.02.2024):
```
git clone https://github.com/pypa/setuptools
```
- [PyPi](https://pypi.org/project/setuptools) (📥 330M / month · 📦 40K · 23.12.2023):
```
pip install setuptools
```
- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 100M · 02.01.2024):
```
conda install -c conda-forge setuptools
```
</details>
<details><summary><b><a href="https://github.com/pypa/twine">twine</a></b> (🥇37 · 1.5K) - Utilities for interacting with PyPI. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pypa/twine) (👨💻 120 · 🔀 300 · 📦 100K · 📋 480 - 10% open · 06.01.2024):
```
git clone https://github.com/pypa/twine
```
- [PyPi](https://pypi.org/project/twine) (📥 4.1M / month · 📦 16K · 01.12.2022):
```
pip install twine
```
- [Conda](https://anaconda.org/conda-forge/twine) (📥 910K · 16.06.2023):
```
conda install -c conda-forge twine
```
</details>
<details><summary><b><a href="https://github.com/pypa/wheel">wheel</a></b> (🥇37 · 470) - The official binary distribution format for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/pypa/wheel) (👨💻 79 · 🔀 130 · 📦 250K · 📋 380 - 10% open · 05.02.2024):
```
git clone https://github.com/pypa/wheel
```
- [PyPi](https://pypi.org/project/wheel) (📥 330M / month):
```
pip install wheel
```
- [Conda](https://anaconda.org/conda-forge/wheel) (📥 85M · 26.11.2023):
```
conda install -c conda-forge wheel
```
</details>
<details><summary><b><a href="https://github.com/buildbot/buildbot">buildbot</a></b> (🥈36 · 5.1K) - 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) (👨💻 860 · 🔀 1.7K · 📥 37K · 📦 340 · 📋 1.6K - 44% open · 02.02.2024):
```
git clone https://github.com/buildbot/buildbot
```
- [PyPi](https://pypi.org/project/buildbot) (📥 22K / month · 📦 460 · 25.01.2024):
```
pip install buildbot
```
- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 92K · 25.01.2024):
```
conda install -c conda-forge buildbot
```
</details>
<details><summary><b><a href="https://github.com/SCons/scons">scons</a></b> (🥈36 · 1.9K) - SCons - a software construction tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/SCons/scons) (👨💻 160 · 🔀 300 · 📥 1.5K · 📋 3.4K - 19% open · 07.02.2024):
```
git clone https://github.com/SCons/scons
```
- [PyPi](https://pypi.org/project/scons) (📥 440K / month · 📦 62 · 02.01.2024):
```
pip install scons
```
- [Conda](https://anaconda.org/conda-forge/scons) (📥 530K · 02.01.2024):
```
conda install -c conda-forge scons
```
</details>
<details><summary><b><a href="https://github.com/pyinvoke/invoke">invoke</a></b> (🥈35 · 4.2K) - Pythonic task management & command execution. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary>
- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 60 · 🔀 380 · 📦 24K · 📋 800 - 49% open · 01.12.2023):
```
git clone https://github.com/pyinvoke/invoke
```
- [PyPi](https://pypi.org/project/invoke) (📥 7.5M / month · 📦 2.8K · 12.07.2023):
```
pip install invoke
```
- [Conda](https://anaconda.org/conda-forge/invoke) (📥 960K · 13.07.2023):
```
conda install -c conda-forge invoke
```
</details>
<details><summary><b><a href="https://github.com/pypa/setuptools_scm">setuptools_scm</a></b> (🥉34 · 800) - 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) (👨💻 130 · 🔀 220 · 📋 550 - 15% open · 19.01.2024):
```
git clone https://github.com/pypa/setuptools_scm
```
- [PyPi](https://pypi.org/project/setuptools_scm) (📥 27M / month · 📦 830 · 02.10.2023):
```
pip install setuptools_scm
```
- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 2.1M · 04.10.2023):
```
conda install -c conda-forge setuptools_scm
```
</details>
<details><summary><b><a href="https://github.com/pypa/flit">flit</a></b> (🥉30 · 2.1K) - Simplified packaging of Python modules. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/pypa/flit) (👨💻 71 · 🔀 120 · 📦 1.7K · 📋 420 - 31% open · 28.01.2024):
```
git clone https://github.com/pypa/flit
```
- [PyPi](https://pypi.org/project/flit) (📥 340K / month · 📦 520 · 14.05.2023):
```
pip install flit
```
- [Conda](https://anaconda.org/conda-forge/flit) (📥 180K · 16.06.2023):
```
conda install -c conda-forge flit
```
</details>
<details><summary><b><a href="https://github.com/pybuilder/pybuilder">pybuilder</a></b> (🥉27 · 1.6K · 💤) - Software build automation tool for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 260 · 📋 520 - 18% open · 10.07.2023):
```
git clone https://github.com/pybuilder/pybuilder
```
- [PyPi](https://pypi.org/project/pybuilder) (📥 25K / month · 📦 60 · 10.07.2023):
```
pip install pybuilder
```
- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 63K · 26.09.2023):
```
conda install -c conda-forge pybuilder
```
</details>
<details><summary><b><a href="https://github.com/paver/paver">paver</a></b> (🥉26 · 460 · 💤) - Python-based project scripting. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/paver/paver) (👨💻 46 · 🔀 83 · 📋 130 - 30% open · 16.04.2023):
```
git clone https://github.com/paver/paver
```
- [PyPi](https://pypi.org/project/paver) (📥 78K / month · 📦 960 · 31.12.2017):
```
pip install paver
```
- [Conda](https://anaconda.org/conda-forge/paver) (📥 28K · 16.06.2023):
```
conda install -c conda-forge paver
```
</details>
<details><summary><b><a href="https://github.com/ml-tooling/universal-build">universal-build</a></b> (🥉15 · 21 · 💀) - Universal build utilities for containerized build pipelines. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/ml-tooling/universal-build) (👨💻 5 · 🔀 7 · 📥 19 · 📦 12 · 📋 4 - 25% open · 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
- [PyPi](https://pypi.org/project/universal-build) (📥 200 / month · 📦 7 · 16.11.2021):
```
pip install universal-build
```
</details>
<details><summary>Show 3 hidden projects...</summary>
- <b><a href="https://github.com/pydoit/doit">doit</a></b> (🥉31 · 1.7K · 💀) - task management & automation tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/buildout/buildout">buildout</a></b> (🥉28 · 570 · 💀) - Buildout is a deployment automation tool written in and.. <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> (🥉16 · 160 · 💀) - 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> (🥇44 · 9.8K) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/giampaolo/psutil) (👨💻 200 · 🔀 1.3K · 📦 430K · 📋 1.7K - 15% open · 08.02.2024):
```
git clone https://github.com/giampaolo/psutil
```
- [PyPi](https://pypi.org/project/psutil) (📥 88M / month):
```
pip install psutil
```
- [Conda](https://anaconda.org/conda-forge/psutil) (📥 28M · 20.01.2024):
```
conda install -c conda-forge psutil
```
</details>
<details><summary><b><a href="https://github.com/plasma-umass/scalene">Scalene</a></b> (🥈33 · 11K) - 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) (👨💻 45 · 🔀 360 · 📦 580 · 📋 430 - 35% open · 06.02.2024):
```
git clone https://github.com/plasma-umass/scalene
```
- [PyPi](https://pypi.org/project/scalene) (📥 31K / month):
```
pip install scalene
```
</details>
<details><summary><b><a href="https://github.com/bloomberg/memray">memray</a></b> (🥈32 · 12K) - Memray is a memory profiler for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/bloomberg/memray) (👨💻 43 · 🔀 380 · 📦 300 · 📋 150 - 13% open · 06.02.2024):
```
git clone https://github.com/bloomberg/memray
```
- [PyPi](https://pypi.org/project/memray) (📥 370K / month · 📦 19 · 04.12.2023):
```
pip install memray
```
- [Conda](https://anaconda.org/conda-forge/memray) (📥 90K · 05.10.2023):
```
conda install -c conda-forge memray
```
</details>
<details><summary><b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥈32 · 12K) - Sampling profiler for Python programs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/benfred/py-spy) (👨💻 37 · 🔀 380 · 📥 15K · 📦 3.6K · 📋 330 - 43% open · 16.12.2023):
```
git clone https://github.com/benfred/py-spy
```
- [PyPi](https://pypi.org/project/py-spy) (📥 2M / month):
```
pip install py-spy
```
- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 510K · 16.06.2023):
```
conda install -c conda-forge py-spy
```
- [Cargo](https://crates.io/crates/py-spy) (📥 400 / month):
```
cargo install py-spy
```
</details>
<details><summary><b><a href="https://github.com/joerick/pyinstrument">pyinstrument</a></b> (🥈32 · 5.9K) - 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) (👨💻 55 · 🔀 210 · 📦 2K · 📋 140 - 14% open · 06.02.2024):
```
git clone https://github.com/joerick/pyinstrument
```
- [PyPi](https://pypi.org/project/pyinstrument) (📥 760K / month):
```
pip install pyinstrument
```
- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 290K · 26.01.2024):
```
conda install -c conda-forge pyinstrument
```
</details>
<details><summary><b><a href="https://github.com/sumerc/yappi">Yappi</a></b> (🥈30 · 1.3K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/sumerc/yappi) (👨💻 31 · 🔀 72 · 📦 1.1K · 📋 73 - 17% open · 18.12.2023):
```
git clone https://github.com/sumerc/yappi
```
- [PyPi](https://pypi.org/project/yappi) (📥 2.3M / month):
```
pip install yappi
```
- [Conda](https://anaconda.org/conda-forge/yappi) (📥 170K · 07.12.2023):
```
conda install -c conda-forge yappi
```
</details>
<details><summary><b><a href="https://github.com/python-diamond/Diamond">Diamond</a></b> (🥉25 · 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/python-diamond/Diamond) (👨💻 390 · 🔀 570 · 📦 160 · 📋 240 - 27% open · 01.11.2023):
```
git clone https://github.com/python-diamond/Diamond
```
- [PyPi](https://pypi.org/project/diamond) (📥 6.1K / month):
```
pip install diamond
```
</details>
<details><summary>Show 11 hidden projects...</summary>
- <b><a href="https://github.com/nicolargo/glances">Glances</a></b> (🥇34 · 24K) - Glances an Eye on your system. A top/htop alternative for.. <code>Unlicensed</code>
- <b><a href="https://github.com/aristocratos/bpytop">Bpytop</a></b> (🥉27 · 9.8K · 💀) - Linux/OSX/FreeBSD resource monitor. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/nvdv/vprof">vprof</a></b> (🥉22 · 3.9K · 💀) - Visual profiler for Python. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/pyutils/line_profiler">line_profiler</a></b> (🥉22 · 2.4K) - Line-by-line profiling for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/pythonprofilers/memory_profiler">memory-profiler</a></b> (🥉21 · 4.1K · 📉) - Monitor Memory usage of Python code. <code>Unlicensed</code>
- <b><a href="https://github.com/what-studio/profiling">Profiling</a></b> (🥉21 · 3K · 💀) - Was an interactive continuous Python profiler. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pympler/pympler">pympler</a></b> (🥉21 · 1.1K · 💀) - Development tool to measure, monitor and analyze the memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/alexmojaki/heartrate">heartrate</a></b> (🥉18 · 1.7K · 💀) - Simple real time visualisation of the execution of a Python program. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/csurfer/pyheat">pyheat</a></b> (🥉16 · 770 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/fabianp/memory_profiler">memory_profiler</a></b> (🥉15 · 90 · 💀) - Monitor Memory usage of Python code. <code>Unlicensed</code>
- <b><a href="https://github.com/agermanidis/livepython">livepython</a></b> (🥉13 · 2.6K · 💀) - Visually trace Python code in real-time. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>
## AST Tools
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/alexmojaki/executing">executing</a></b> (🥇32 · 300) - Get information about what a Python frame is currently doing,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/alexmojaki/executing) (👨💻 10 · 🔀 29 · 📦 150K · 📋 42 - 40% open · 06.11.2023):
```
git clone https://github.com/alexmojaki/executing
```
- [PyPi](https://pypi.org/project/executing) (📥 25M / month · 📦 220 · 29.10.2023):
```
pip install executing
```
- [Conda](https://anaconda.org/conda-forge/executing) (📥 10M · 29.10.2023):
```
conda install -c conda-forge executing
```
</details>
<details><summary><b><a href="https://github.com/berkerpeksag/astor">astor</a></b> (🥈28 · 760) - Python AST read/write. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/berkerpeksag/astor) (👨💻 34 · 🔀 98 · 📋 120 - 33% open · 11.01.2024):
```
git clone https://github.com/berkerpeksag/astor
```
- [PyPi](https://pypi.org/project/astor) (📥 5.4M / month · 📦 2.2K · 10.12.2019):
```
pip install astor
```
- [Conda](https://anaconda.org/conda-forge/astor) (📥 2.3M · 16.06.2023):
```
conda install -c conda-forge astor
```
</details>
<details><summary><b><a href="https://github.com/python/typed_ast">typed_ast</a></b> (🥈28 · 220 · 💤) - Modified fork of CPythons ast module that parses `# type:`.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/python/typed_ast) (👨💻 26 · 🔀 57 · 📋 87 - 1% open · 03.07.2023):
```
git clone https://github.com/python/typed_ast
```
- [PyPi](https://pypi.org/project/typed_ast) (📥 7.4M / month · 📦 5.6K · 04.07.2023):
```
pip install typed_ast
```
- [Conda](https://anaconda.org/conda-forge/typed-ast) (📥 6.2M · 22.09.2023):
```
conda install -c conda-forge typed-ast
```
</details>
<details><summary><b><a href="https://github.com/serge-sans-paille/gast">gast</a></b> (🥈28 · 130) - Python AST that abstracts the underlying Python version. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>
- [GitHub](https://github.com/serge-sans-paille/gast) (👨💻 10 · 🔀 31 · 📦 150K · 📋 35 - 5% open · 19.12.2023):
```
git clone https://github.com/serge-sans-paille/gast
```
- [PyPi](https://pypi.org/project/gast) (📥 15M / month · 📦 2K · 29.04.2023):
```
pip install gast
```
- [Conda](https://anaconda.org/conda-forge/gast) (📥 2.6M · 03.07.2023):
```
conda install -c conda-forge gast
```
</details>
<details><summary><b><a href="https://github.com/newville/asteval">asteval</a></b> (🥉23 · 160) - minimalistic evaluator of python expression using ast module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
- [GitHub](https://github.com/newville/asteval) (👨💻 24 · 🔀 39 · 📋 65 - 6% open · 06.11.2023):
```
git clone https://github.com/newville/asteval
```
- [PyPi](https://pypi.org/project/asteval) (📥 330K / month · 📦 180 · 16.07.2023):
```
pip install asteval
```
- [Conda](https://anaconda.org/conda-forge/asteval) (📥 360K · 16.07.2023):
```
conda install -c conda-forge asteval
```
</details>
<details><summary>Show 1 hidden projects...</summary>
- <b><a href="https://github.com/simonpercivall/astunparse">astunparse</a></b> (🥈28 · 210 · 💀) - 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> (🥇41 · 12K) - 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) (👨💻 160 · 🔀 790 · 📥 950K · 📦 170K · 📋 1.9K - 1% open · 12.01.2024):
```
git clone https://github.com/pre-commit/pre-commit
```
- [PyPi](https://pypi.org/project/pre-commit) (📥 17M / month · 📦 7K · 09.12.2023):
```
pip install pre-commit
```
- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 4.1M · 10.12.2023):
```
conda install -c conda-forge pre-commit
```
</details>
---
## Related Resources
- [**Best-of lists**](https://best-of.org): Discover other best-of lists with awesome open-source projects on all kinds of topics.
## Contribution
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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).
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