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README.md

Best-of Python Developer Tools

🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.

This curated list contains 270 awesome open-source projects with a total of 900K 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, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!

🧙‍♂️ Discover other best-of lists or create your own.
📫 Subscribe to our newsletter for updates and trending projects.

Linters & Style Checkers 40 projects
Type checkers 5 projects
Code Formatters 7 projects
Code Refactoring 18 projects
Code Security 8 projects
Virtual Environments 10 projects
Dependency & Package Managers 11 projects
Code Metrics & Complexity 6 projects
Logging 21 projects
Shell 2 projects
Documentation 29 projects
Debugging Tools 13 projects
Testing Tools 43 projects
Code Packaging 16 projects
Build Tools 14 projects
System Monitoring & Profiling 18 projects
AST Tools 6 projects
Others 1 projects

Explanation

🥇🥈🥉 Combined project-quality score
⭐️ Star count from GitHub
🐣 New project (less than 6 months old)
💤 Inactive project (6 months no activity)
💀 Dead project (12 months no activity)
📈📉 Project is trending up or down
➕ Project was recently added
❗️ Warning (e.g. missing/risky license)
👨‍💻 Contributors count from GitHub
🔀 Fork count from GitHub
📋 Issue count from GitHub
⏱️ Last update timestamp on package manager
📥 Download count from package manager
📦 Number of dependent projects
Flake8 related project
Pytest related project
Pylint related project
Sphinx related project
MkDocs related project

Linters & Style Checkers

ruff (🥇43 · ⭐ 21K) - An extremely fast Python linter and code formatter, written in Rust. MIT

GitHub (👨‍💻 330 · 🔀 700 · 📥 110K · 📦 26K · 📋 3.5K - 17% open · ⏱️ 14.12.2023):
```
git clone https://github.com/charliermarsh/ruff
```
PyPi (📥 8.2M / month · 📦 1.8K · ⏱️ 13.12.2023):
```
pip install ruff
```
Conda (📥 440K · ⏱️ 14.12.2023):
```
conda install -c conda-forge ruff
```

pylint (🥇42 · ⭐ 5K) - Its not just a linter that annoys you!. ❗️GPL-2.0

GitHub (👨‍💻 550 · 🔀 1.1K · 📦 400K · 📋 5.3K - 15% open · ⏱️ 13.12.2023):
```
git clone https://github.com/PyCQA/pylint
```
PyPi (📥 19M / month · 📦 23K · ⏱️ 11.12.2023):
```
pip install pylint
```
Conda (📥 4.7M · ⏱️ 11.12.2023):
```
conda install -c conda-forge pylint
```

flake8 (🥇42 · ⭐ 3.1K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT

GitHub (👨‍💻 170 · 🔀 300 · 📦 510K · 📋 1.5K - 1% open · ⏱️ 27.11.2023):
```
git clone https://github.com/PyCQA/flake8
```
PyPi (📥 25M / month · 📦 46K · ⏱️ 29.07.2023):
```
pip install flake8
```
Conda (📥 7M · ⏱️ 31.07.2023):
```
conda install -c conda-forge flake8
```

pycodestyle (🥇37 · ⭐ 4.9K) - Simple Python style checker in one Python file. MIT

GitHub (👨‍💻 130 · 🔀 800 · 📦 20 · 📋 740 - 14% open · ⏱️ 21.11.2023):
```
git clone https://github.com/PyCQA/pycodestyle
```
PyPi (📥 35M / month · 📦 12K · ⏱️ 12.10.2023):
```
pip install pycodestyle
```

Conda (📥 7.3M · ⏱️ 13.10.2023):

conda install -c conda-forge pycodestyle

wemake-python-styleguide (🥈34 · ⭐ 2.3K) - The strictest and most opinionated python linter ever!. MIT

GitHub (👨‍💻 180 · 🔀 380 · 📦 16K · 📋 1.1K - 10% open · ⏱️ 12.12.2023):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
PyPi (📥 150K / month · 📦 47 · ⏱️ 19.01.2020):
```
pip install wemake-python-styleguide
```

pyflakes (🥈34 · ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT

GitHub (👨‍💻 84 · 🔀 180 · 📦 260K · 📋 520 - 10% open · ⏱️ 31.07.2023):
```
git clone https://github.com/PyCQA/pyflakes
```
PyPi (📥 27M / month):
```
pip install pyflakes
```
Conda (📥 7M · ⏱️ 29.07.2023):
```
conda install -c conda-forge pyflakes
```

pydocstyle (🥈33 · ⭐ 1.1K) - docstring style checker. MIT

GitHub (👨‍💻 92 · 🔀 180 · 📥 69 · 📦 61K · 📋 340 - 33% open · ⏱️ 03.11.2023):
```
git clone https://github.com/PyCQA/pydocstyle
```
PyPi (📥 3.9M / month):
```
pip install pydocstyle
```

Conda (📥 1.7M · ⏱️ 16.06.2023):

conda install -c conda-forge pydocstyle

parso (🥈33 · ⭐ 570) - A Python Parser. MIT

GitHub (👨‍💻 46 · 🔀 96 · 📦 370K · 📋 110 - 8% open · ⏱️ 18.06.2023):
```
git clone https://github.com/davidhalter/parso
```
PyPi (📥 22M / month · 📦 6.1K · ⏱️ 30.11.2021):
```
pip install parso
```
Conda (📥 17M · ⏱️ 16.06.2023):
```
conda install -c conda-forge parso
```

flake8-bugbear (🥈32 · ⭐ 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT

GitHub (👨‍💻 81 · 🔀 99 · 📦 35K · 📋 210 - 25% open · ⏱️ 11.12.2023):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
PyPi (📥 2.5M / month):
```
pip install flake8-bugbear
```

Conda (📥 760K · ⏱️ 04.12.2023):

conda install -c conda-forge flake8-bugbear

pylint-django (🥈31 · ⭐ 570) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0

GitHub (👨‍💻 70 · 🔀 120 · 📥 280 · 📦 28K · 📋 230 - 25% open · ⏱️ 04.11.2023):
```
git clone https://github.com/PyCQA/pylint-django
```
PyPi (📥 1.4M / month · 📦 1.2K · ⏱️ 23.10.2023):
```
pip install pylint-django
```

Conda (📥 170K · ⏱️ 16.06.2023):

conda install -c conda-forge pylint-django

flake8-comprehensions (🥈30 · ⭐ 450) - A flake8 plugin to help you write better.. MIT

GitHub (👨‍💻 15 · 🔀 21 · 📦 26K · 📋 55 - 7% open · ⏱️ 12.12.2023):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
PyPi (📥 960K / month · 📦 700 · ⏱️ 10.07.2023):
```
pip install flake8-comprehensions
```

Conda (📥 770K · ⏱️ 17.07.2023):

conda install -c conda-forge flake8-comprehensions

beartype (🥈29 · ⭐ 2.2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT

GitHub (👨‍💻 18 · 🔀 40 · 📋 240 - 22% open · ⏱️ 14.12.2023):
```
git clone https://github.com/beartype/beartype
```
PyPi (📥 1.6M / month · 📦 180 · ⏱️ 21.10.2023):
```
pip install beartype
```
Conda (📥 75K · ⏱️ 23.09.2023):
```
conda install -c conda-forge beartype
```

flake8-quotes (🥈28 · ⭐ 170 · 💤) - Flake8 extension for checking quotes in python. MIT

GitHub (👨‍💻 32 · 🔀 39 · 📦 20K · 📋 52 - 15% open · ⏱️ 19.12.2022):
```
git clone https://github.com/zheller/flake8-quotes
```
PyPi (📥 700K / month · 📦 930 · ⏱️ 19.12.2022):
```
pip install flake8-quotes
```

Conda (📥 690K · ⏱️ 16.06.2023):

conda install -c conda-forge flake8-quotes

flake8-isort (🥈28 · ⭐ 160) - flake8 plugin that integrates isort. ❗️GPL-2.0

GitHub (👨‍💻 38 · 🔀 97 · 📦 25K · 📋 57 - 1% open · ⏱️ 03.11.2023):
```
git clone https://github.com/gforcada/flake8-isort
```
PyPi (📥 1.2M / month):
```
pip install flake8-isort
```

Conda (📥 57K · ⏱️ 03.11.2023):

conda install -c conda-forge flake8-isort

nitpick (🥈27 · ⭐ 370) - Enforce the same settings on multiple projects. MIT

GitHub (👨‍💻 16 · 🔀 21 · 📥 5 · 📦 1.3K · 📋 130 - 36% open · ⏱️ 20.11.2023):
```
git clone https://github.com/andreoliwa/nitpick
```
PyPi (📥 32K / month · 📦 13 · ⏱️ 19.08.2023):
```
pip install nitpick
```

flake8-eradicate (🥉26 · ⭐ 300 · 💤) - Flake8 plugin to find commented out or dead code. MIT

GitHub (👨‍💻 16 · 🔀 14 · 📦 18K · 📋 50 - 38% open · ⏱️ 31.05.2023):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
PyPi (📥 580K / month · 📦 120 · ⏱️ 31.05.2023):
```
pip install flake8-eradicate
```

Conda (📥 13K · ⏱️ 01.06.2023):

conda install -c conda-forge flake8-eradicate

check-manifest (🥉26 · ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT

GitHub (👨‍💻 22 · 🔀 39 · 📦 9.7K · 📋 96 - 20% open · ⏱️ 04.10.2023):
```
git clone https://github.com/mgedmin/check-manifest
```
PyPi (📥 200K / month · 📦 3.2K · ⏱️ 05.12.2022):
```
pip install check-manifest
```

Conda (📥 110K · ⏱️ 16.06.2023):

conda install -c conda-forge check-manifest

flake8-builtins (🥉25 · ⭐ 110) - Check for python builtins being used as variables or.. ❗️GPL-2.0

GitHub (👨‍💻 18 · 🔀 22 · 📦 9.9K · 📋 46 - 2% open · ⏱️ 09.12.2023):
```
git clone https://github.com/gforcada/flake8-builtins
```
PyPi (📥 710K / month):
```
pip install flake8-builtins
```

Conda (📥 230K · ⏱️ 03.11.2023):

conda install -c conda-forge flake8-builtins

flake8-import-order (🥉24 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0

GitHub (👨‍💻 46 · 🔀 71 · 📋 100 - 11% open · ⏱️ 13.09.2023):
```
git clone https://github.com/PyCQA/flake8-import-order
```
PyPi (📥 430K / month · 📦 1.3K · ⏱️ 26.11.2022):
```
pip install flake8-import-order
```

Conda (📥 240K · ⏱️ 16.06.2023):

conda install -c conda-forge flake8-import-order

flake8-black (🥉24 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT

GitHub (👨‍💻 10 · 🔀 10 · 📦 7.4K · 📋 29 - 20% open · ⏱️ 07.11.2023):
```
git clone https://github.com/peterjc/flake8-black
```
PyPi (📥 800K / month):
```
pip install flake8-black
```

Conda (📥 460K · ⏱️ 16.06.2023):

conda install -c conda-forge flake8-black

pandas-vet (🥉22 · ⭐ 160) - A plugin for Flake8 that checks pandas code. MIT

GitHub (👨‍💻 14 · 🔀 17 · 📥 71 · 📦 410 · 📋 51 - 19% open · ⏱️ 11.08.2023):
```
git clone https://github.com/deppen8/pandas-vet
```
PyPi (📥 32K / month):
```
pip install pandas-vet
```

Conda (📥 17K · ⏱️ 11.08.2023):

conda install -c conda-forge pandas-vet

mypy-protobuf (🥉21 · ⭐ 600) - open source tools to generate mypy stubs from protobufs. Apache-2

GitHub (👨‍💻 37 · 🔀 72 · 📋 120 - 9% open · ⏱️ 03.08.2023):
```
git clone https://github.com/dropbox/mypy-protobuf
```
PyPi (📥 2.4M / month):
```
pip install mypy-protobuf
```

Conda (📥 120K · ⏱️ 20.08.2023):

conda install -c conda-forge mypy-protobuf

hacking (🥉20 · ⭐ 230 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

GitHub (👨‍💻 190 · 🔀 47 · ⏱️ 06.12.2023):
```
git clone https://github.com/openstack/hacking
```
PyPi (📥 76K / month):
```
pip install hacking
```

flake8-simplify (🥉19 · ⭐ 170) - A flake8 plugin that helps you to simplify code. MIT

GitHub (👨‍💻 14 · 🔀 18 · 📋 120 - 39% open · ⏱️ 24.09.2023):
```
git clone https://github.com/MartinThoma/flake8-simplify
```
PyPi (📥 290K / month):
```
pip install flake8-simplify
```

Conda (📥 36K · ⏱️ 26.09.2023):

conda install -c conda-forge flake8-simplify

bellybutton (🥉18 · ⭐ 260) - Custom Python linting through AST expressions. MIT

GitHub (👨‍💻 6 · 🔀 15 · 📦 41 · 📋 17 - 64% open · ⏱️ 27.07.2023):
```
git clone https://github.com/hchasestevens/bellybutton
```
PyPi (📥 14K / month · 📦 1 · ⏱️ 27.07.2023):
```
pip install bellybutton
```

imhotep (🥉17 · ⭐ 220) - A static-analysis bot for Github. MIT

GitHub (👨‍💻 17 · 🔀 36 · 📦 11 · 📋 46 - 43% open · ⏱️ 17.06.2023):
```
git clone https://github.com/justinabrahms/imhotep
```
PyPi (📥 70 / month · 📦 6 · ⏱️ 20.02.2022):
```
pip install imhotep
```

linty_fresh (🥉12 · ⭐ 180 · 💤) - Surface lint errors during code review. Apache-2 mypy

GitHub (👨‍💻 18 · 🔀 21 · 📋 9 - 88% open · ⏱️ 13.12.2022):
```
git clone https://github.com/lyft/linty_fresh
```
PyPi (📥 30 / month · ⏱️ 12.12.2018):
```
pip install linty-fresh
```

Show 13 hidden projects...

pep8-naming (🥈28 · ⭐ 470) - Naming Convention checker for Python. ❗️Saxpath
coala (🥈27 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
darglint (🥉26 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
pylama (🥉25 · ⭐ 1K · 💀) - Code audit tool for python. MIT
data-science-types (🥉25 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
flake8-commas (🥉25 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python. MIT
Fixit (🥉24 · ⭐ 620) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed
flakehell (🥉19 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. MIT
pylint-flask (🥉19 · ⭐ 64 · 💀) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0
pycycle (🥉15 · ⭐ 320 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
flake8-bandit (🥉15 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8. MIT
yala (🥉15 · ⭐ 14 · 💤) - Yet Another Linter Aggregator. MIT

Type checkers

mypy (🥇45 · ⭐ 17K) - Optional static typing for Python. MIT

GitHub (👨‍💻 680 · 🔀 2.7K · 📦 220K · 📋 10K - 25% open · ⏱️ 13.12.2023):
```
git clone https://github.com/python/mypy
```
PyPi (📥 20M / month · 📦 9.8K · ⏱️ 23.11.2023):
```
pip install mypy
```
Conda (📥 3.6M · ⏱️ 11.12.2023):
```
conda install -c conda-forge mypy
```

pyright (🥈38 · ⭐ 11K) - Static Type Checker for Python. MIT

GitHub (👨‍💻 100 · 🔀 1.2K · 📥 1.3K · 📦 680 · 📋 4.9K - 0% open · ⏱️ 14.12.2023):
```
git clone https://github.com/Microsoft/pyright
```
npm (📥 820K / month · 📦 12 · ⏱️ 13.12.2023):
```
npm install pyright
```

pyre-check (🥉33 · ⭐ 6.6K) - Performant type-checking for python. MIT

GitHub (👨‍💻 250 · 🔀 410 · 📦 21 · 📋 380 - 31% open · ⏱️ 13.12.2023):
```
git clone https://github.com/facebook/pyre-check
```
PyPi (📥 73K / month):
```
pip install pyre-check
```

Show 2 hidden projects...

typeguard (🥉33 · ⭐ 1.4K) - Run-time type checker for Python. ❗Unlicensed
pytype (🥉27 · ⭐ 4.4K · 📉) - A static type analyzer for Python code. ❗Unlicensed

Code Formatters

black (🥇46 · ⭐ 36K) - The uncompromising Python code formatter. MIT

GitHub (👨‍💻 430 · 🔀 2.1K · 📥 52K · 📦 450K · 📋 2.4K - 14% open · ⏱️ 14.12.2023):
```
git clone https://github.com/psf/black
```
PyPi (📥 31M / month):
```
pip install black
```
Conda (📥 9M · ⏱️ 30.11.2023):
```
conda install -c conda-forge black
```

isort (🥈42 · ⭐ 6.2K · 📈) - A Python utility / library to sort imports. MIT

GitHub (👨‍💻 290 · 🔀 530 · 📦 430K · 📋 1.2K - 13% open · ⏱️ 13.12.2023):
```
git clone https://github.com/PyCQA/isort
```
PyPi (📥 28M / month):
```
pip install isort
```
Conda (📥 5.5M · ⏱️ 14.12.2023):
```
conda install -c conda-forge isort
```

yapf (🥈41 · ⭐ 14K) - A formatter for Python files. Apache-2

GitHub (👨‍💻 150 · 🔀 930 · 📦 88K · 📋 830 - 44% open · ⏱️ 08.11.2023):
```
git clone https://github.com/google/yapf
```
PyPi (📥 4.9M / month · 📦 2.3K · ⏱️ 22.09.2023):
```
pip install yapf
```
Conda (📥 1.7M · ⏱️ 26.07.2023):
```
conda install -c conda-forge yapf
```

autopep8 (🥉38 · ⭐ 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT

GitHub (👨‍💻 60 · 🔀 300 · 📦 200K · 📋 480 - 25% open · ⏱️ 27.10.2023):
```
git clone https://github.com/hhatto/autopep8
```
PyPi (📥 4.2M / month · 📦 5.9K · ⏱️ 26.08.2023):
```
pip install autopep8
```
Conda (📥 1.4M · ⏱️ 26.08.2023):
```
conda install -c conda-forge autopep8
```

docformatter (🥉26 · ⭐ 470) - Formats docstrings to follow PEP 257. MIT

GitHub (👨‍💻 30 · 🔀 57 · 📥 11 · 📦 3.2K · 📋 150 - 12% open · ⏱️ 15.10.2023):
```
git clone https://github.com/myint/docformatter
```
PyPi (📥 390K / month · 📦 160 · ⏱️ 12.07.2023):
```
pip install docformatter
```

Conda (📥 110K · ⏱️ 18.07.2023):

conda install -c conda-forge docformatter

autoimport (🥉20 · ⭐ 80) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0

GitHub (👨‍💻 15 · 🔀 24 · 📦 120 · 📋 45 - 28% open · ⏱️ 23.11.2023):
```
git clone https://github.com/lyz-code/autoimport
```
PyPi (📥 4.2K / month · 📦 8 · ⏱️ 23.11.2023):
```
pip install autoimport
```

Show 1 hidden projects...

pyformat (🥉19 · ⭐ 94 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath

Code Refactoring

jedi (🥇43 · ⭐ 5.6K) - Awesome autocompletion, static analysis and refactoring library for python. MIT

GitHub (👨‍💻 160 · 🔀 500 · 📦 380K · 📋 1.4K - 3% open · ⏱️ 04.10.2023):
```
git clone https://github.com/davidhalter/jedi
```
PyPi (📥 30M / month · 📦 8.5K · ⏱️ 02.10.2023):
```
pip install jedi
```
Conda (📥 20M · ⏱️ 03.10.2023):
```
conda install -c conda-forge jedi
```

rope (🥇36 · ⭐ 1.8K) - a python refactoring library. ❗️LGPL-3.0

GitHub (👨‍💻 79 · 🔀 200 · 📦 71K · 📋 320 - 26% open · ⏱️ 05.11.2023):
```
git clone https://github.com/python-rope/rope
```
PyPi (📥 820K / month · 📦 1.6K · ⏱️ 05.11.2023):
```
pip install rope
```
Conda (📥 1.4M · ⏱️ 09.11.2023):
```
conda install -c conda-forge rope
```

pyupgrade (🥈33 · ⭐ 3K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT

GitHub (👨‍💻 35 · 🔀 170 · 📋 410 - 3% open · ⏱️ 27.11.2023):
```
git clone https://github.com/asottile/pyupgrade
```
PyPi (📥 500K / month · 📦 180 · ⏱️ 07.10.2023):
```
pip install pyupgrade
```
Conda (📥 610K · ⏱️ 07.10.2023):
```
conda install -c conda-forge pyupgrade
```

vulture (🥈31 · ⭐ 2.8K) - Find dead Python code. MIT

GitHub (👨‍💻 39 · 🔀 140 · 📦 4.2K · 📋 200 - 10% open · ⏱️ 06.12.2023):
```
git clone https://github.com/jendrikseipp/vulture
```
PyPi (📥 510K / month · 📦 270 · ⏱️ 06.10.2023):
```
pip install vulture
```
Conda (📥 77K · ⏱️ 16.06.2023):
```
conda install -c conda-forge vulture
```

autoflake (🥈28 · ⭐ 820) - Removes unused imports and unused variables as reported by pyflakes. MIT

GitHub (👨‍💻 38 · 🔀 77 · 📋 110 - 33% open · ⏱️ 07.12.2023):
```
git clone https://github.com/myint/autoflake
```
PyPi (📥 1.6M / month · 📦 770 · ⏱️ 01.09.2023):
```
pip install autoflake
```
Conda (📥 520K · ⏱️ 16.06.2023):
```
conda install -c conda-forge autoflake
```

MonkeyType (🥈25 · ⭐ 4.4K) - A Python library that generates static type annotations by.. BSD-3

GitHub (👨‍💻 47 · 🔀 160 · 📋 180 - 23% open · ⏱️ 21.09.2023):
```
git clone https://github.com/Instagram/MonkeyType
```
PyPi (📥 89K / month · 📦 28 · ⏱️ 20.03.2023):
```
pip install monkeytype
```

Conda (📥 56K · ⏱️ 16.06.2023):

conda install -c conda-forge monkeytype

Bowler (🥉24 · ⭐ 1.5K · 💤) - Safe code refactoring for modern Python. MIT

GitHub (👨‍💻 27 · 🔀 96 · 📋 78 - 56% open · ⏱️ 20.01.2023):
```
git clone https://github.com/facebookincubator/Bowler
```
PyPi (📥 73K / month · 📦 15 · ⏱️ 17.09.2020):
```
pip install bowler
```
Conda (📥 18K · ⏱️ 16.06.2023):
```
conda install -c conda-forge bowler
```

unimport (🥉21 · ⭐ 240) - The ultimate linter and formatter for removing unused import statements.. MIT

GitHub (👨‍💻 16 · 🔀 22 · 📋 120 - 10% open · ⏱️ 03.12.2023):
```
git clone https://github.com/hakancelik96/unimport
```
PyPi (📥 26K / month):
```
pip install unimport
```

add-trailing-comma (🥉18 · ⭐ 320) - A tool (and pre-commit hook) to automatically add trailing.. MIT

GitHub (👨‍💻 11 · 🔀 21 · ⏱️ 27.11.2023):

git clone https://github.com/asottile/add-trailing-comma

PyPi (📥 28K / month):
```
pip install add-trailing-comma
```

massedit (🥉17 · ⭐ 110) - Programmatically edit text files with Python. Useful for source to source.. MIT

GitHub (👨‍💻 9 · 🔀 16 · 📥 23 · 📦 41 · 📋 8 - 12% open · ⏱️ 12.09.2023):
```
git clone https://github.com/elmotec/massedit
```
PyPi (📥 6.3K / month):
```
pip install massedit
```

com2ann (🥉16 · ⭐ 140) - Tool for translation type comments to type annotations in Python. MIT

GitHub (👨‍💻 7 · 🔀 11 · 📦 58 · 📋 28 - 25% open · ⏱️ 29.08.2023):
```
git clone https://github.com/ilevkivskyi/com2ann
```
PyPi (📥 17K / month):
```
pip install com2ann
```

Show 7 hidden projects...

redbaron (🥈25 · ⭐ 680 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
baron (🥉24 · ⭐ 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
eradicate (🥉23 · ⭐ 190) - Removes commented-out code from Python files. ❗Unlicensed
pyannotate (🥉21 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
unify (🥉18 · ⭐ 90 · 💀) - Modifies strings to all use the same quote where possible. MIT
pep8ify (🥉14 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
retype (🥉12 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT

Code Security

bandit (🥇38 · ⭐ 5.7K · 📈) - Bandit is a tool designed to find common security issues in.. Apache-2

GitHub (👨‍💻 170 · 🔀 540 · 📥 760 · 📦 46K · 📋 620 - 26% open · ⏱️ 13.12.2023):
```
git clone https://github.com/PyCQA/bandit
```
PyPi (📥 3.4M / month):
```
pip install bandit
```
Conda (📥 280K · ⏱️ 25.09.2023):
```
conda install -c conda-forge bandit
```

detect-secrets (🥉29 · ⭐ 3.3K) - An enterprise friendly way of detecting and preventing.. Apache-2

GitHub (👨‍💻 73 · 🔀 340 · 📋 300 - 32% open · ⏱️ 12.12.2023):
```
git clone https://github.com/Yelp/detect-secrets
```
PyPi (📥 460K / month):
```
pip install detect-secrets
```

safety (🥉25 · ⭐ 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT

GitHub (👨‍💻 41 · 🔀 130 · 📥 440K · 📦 29 · 📋 170 - 31% open · ⏱️ 15.11.2023):
```
git clone https://github.com/pyupio/safety
```
PyPi (📥 1.1M / month):
```
pip install safety
```
Conda (📥 88K · ⏱️ 16.06.2023):
```
conda install -c conda-forge safety
```

dlint (🥉16 · ⭐ 160 · 💤) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3

GitHub (👨‍💻 16 · 🔀 16 · 📋 43 - 51% open · ⏱️ 10.04.2023):
```
git clone https://github.com/dlint-py/dlint
```
PyPi (📥 100K / month):
```
pip install dlint
```
Conda (📥 4K · ⏱️ 16.06.2023):
```
conda install -c conda-forge dlint
```

Show 4 hidden projects...

pyarmor (🥈34 · ⭐ 2.6K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
sqlmap (🥈30 · ⭐ 29K) - Automatic SQL injection and database takeover tool. ❗Unlicensed
pyt (🥉22 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
dodgy (🥉19 · ⭐ 120 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT

Virtual Environments

pipenv (🥇45 · ⭐ 24K) - Python Development Workflow for Humans. MIT

GitHub (👨‍💻 490 · 🔀 1.8K · 📦 130K · 📋 4.1K - 4% open · ⏱️ 06.12.2023):
```
git clone https://github.com/pypa/pipenv
```
PyPi (📥 12M / month):
```
pip install pipenv
```
Conda (📥 140K · ⏱️ 16.11.2023):
```
conda install -c conda-forge pipenv
```

virtualenv (🥈41 · ⭐ 4.6K) - Virtual Python Environment builder. MIT

GitHub (👨‍💻 110 · 🔀 950 · 📦 340K · 📋 1.3K - 1% open · ⏱️ 09.12.2023):
```
git clone https://github.com/pypa/virtualenv
```
PyPi (📥 110M / month):
```
pip install virtualenv
```

Conda (📥 5.8M · ⏱️ 01.12.2023):

conda install -c conda-forge virtualenv

pyenv (🥈35 · ⭐ 35K) - Simple Python version management. MIT

GitHub (👨‍💻 440 · 🔀 2.8K · 📦 21 · 📋 1.7K - 2% open · ⏱️ 12.12.2023):
```
git clone https://github.com/pyenv/pyenv
```
PyPi (📥 13K / month):
```
pip install pyenv
```

nodeenv (🥈32 · ⭐ 1.6K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

GitHub (👨‍💻 93 · 🔀 190 · 📦 67K · 📋 190 - 28% open · ⏱️ 05.10.2023):
```
git clone https://github.com/ekalinin/nodeenv
```
PyPi (📥 17M / month · 📦 960 · ⏱️ 12.05.2023):
```
pip install nodeenv
```
Conda (📥 3.4M · ⏱️ 16.06.2023):
```
conda install -c conda-forge nodeenv
```

pyenv-virtualenv (🥉22 · ⭐ 5.8K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT

GitHub (👨‍💻 60 · 🔀 380 · 📦 21 · 📋 330 - 31% open · ⏱️ 06.12.2023):
```
git clone https://github.com/pyenv/pyenv-virtualenv
```

pyenv-installer (🥉16 · ⭐ 3.8K) - This tool is used to install `pyenv` and friends. MIT

GitHub (👨‍💻 39 · 🔀 410 · 📋 82 - 7% open · ⏱️ 10.06.2023):
```
git clone https://github.com/pyenv/pyenv-installer
```

dh-virtualenv (🥉16 · ⭐ 1.6K · 💤) - Python virtualenvs in Debian packages. ❗️GPL-2.0

GitHub (👨‍💻 60 · 🔀 180 · 📋 210 - 16% open · ⏱️ 03.01.2023):
```
git clone https://github.com/spotify/dh-virtualenv
```

freshenv (🥉14 · ⭐ 170) - Provision, share, manage local and cloud developer environments. MPL-2.0

GitHub (👨‍💻 3 · 🔀 3 · ⏱️ 13.10.2023):

git clone https://github.com/raiyanyahya/freshenv

PyPi (📥 170 / month):
```
pip install freshenv
```
Conda:
```
conda install -c raiyanyahya freshenv
```

Show 2 hidden projects...

vex (🥉19 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
pipenv-pipes (🥉13 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT

Dependency & Package Managers

pip (🥇45 · ⭐ 9.1K) - The Python package installer. MIT

GitHub (👨‍💻 760 · 🔀 2.8K · 📦 160K · 📋 7K - 13% open · ⏱️ 28.11.2023):
```
git clone https://github.com/pypa/pip
```
PyPi (📥 190M / month):
```
pip install pip
```
Conda (📥 98M · ⏱️ 21.10.2023):
```
conda install -c conda-forge pip
```

conda (🥇43 · ⭐ 5.9K) - A system-level, binary package and environment manager running on all.. BSD-3

GitHub (👨‍💻 450 · 🔀 1.4K · 📦 45K · 📋 9.4K - 7% open · ⏱️ 14.12.2023):
```
git clone https://github.com/conda/conda
```
PyPi (📥 110K / month · 📦 1.1K · ⏱️ 22.04.2017):
```
pip install conda
```
Conda (📥 48M · ⏱️ 04.12.2023):
```
conda install -c conda-forge conda
```

pip-tools (🥈38 · ⭐ 7.2K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

GitHub (👨‍💻 200 · 🔀 520 · 📦 24K · 📋 1K - 14% open · ⏱️ 29.11.2023):
```
git clone https://github.com/jazzband/pip-tools
```
PyPi (📥 10M / month):
```
pip install pip-tools
```
Conda (📥 130K · ⏱️ 09.08.2023):
```
conda install -c conda-forge pip-tools
```

poetry (🥈37 · ⭐ 28K) - Python packaging and dependency management made easy. MIT

GitHub (👨‍💻 510 · 🔀 2K · 📥 15M · 📋 5.4K - 11% open · ⏱️ 11.12.2023):
```
git clone https://github.com/python-poetry/poetry
```
PyPi (📥 27M / month):
```
pip install poetry
```
Conda (📥 1.1M · ⏱️ 17.11.2023):
```
conda install -c conda-forge poetry
```

PDM (🥈36 · ⭐ 5.7K) - A modern Python package and dependency manager supporting the latest PEP.. MIT

GitHub (👨‍💻 160 · 🔀 270 · 📥 4 · 📦 200 · 📋 1.4K - 3% open · ⏱️ 14.12.2023):
```
git clone https://github.com/pdm-project/pdm
```
PyPi (📥 590K / month · 📦 55 · ⏱️ 14.12.2023):
```
pip install pdm
```
Conda (📥 220K · ⏱️ 24.11.2023):
```
conda install -c conda-forge pdm
```

pipx (🥉34 · ⭐ 7.5K) - Install and Run Python Applications in Isolated Environments. MIT

GitHub (👨‍💻 120 · 🔀 340 · 📥 22K · 📦 1.7K · 📋 630 - 9% open · ⏱️ 13.12.2023):
```
git clone https://github.com/pypa/pipx
```
PyPi (📥 2.7M / month · 📦 16 · ⏱️ 04.12.2023):
```
pip install pipx
```
Conda (📥 40K · ⏱️ 04.12.2023):
```
conda install -c conda-forge pipx
```

pipreqs (🥉31 · ⭐ 5.5K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2

GitHub (👨‍💻 60 · 🔀 360 · 📦 25K · 📋 290 - 62% open · ⏱️ 08.10.2023):
```
git clone https://github.com/bndr/pipreqs
```
PyPi (📥 1.2M / month · 📦 390 · ⏱️ 14.04.2023):
```
pip install pipreqs
```
Conda (📥 46K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pipreqs
```

mamba (🥉30 · ⭐ 5.6K · 📈) - The Fast Cross-Platform Package Manager. BSD-3

GitHub (👨‍💻 140 · 🔀 310 · 📋 1.5K - 28% open · ⏱️ 14.12.2023):
```
git clone https://github.com/mamba-org/mamba
```
Conda (📥 10M · ⏱️ 11.12.2023):
```
conda install -c conda-forge mamba
```

pip-run (🥉20 · ⭐ 120) - pip-run - dynamic dependency loader for Python. MIT

GitHub (👨‍💻 20 · 🔀 18 · 📋 68 - 5% open · ⏱️ 06.12.2023):
```
git clone https://github.com/jaraco/pip-run
```
PyPi (📥 9.3K / month · 📦 3 · ⏱️ 08.10.2023):
```
pip install pip-run
```

Show 2 hidden projects...

dephell (🥉25 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. MIT
pyflow (🥉21 · ⭐ 1.3K · 💀) - An installation and dependency system for Python. MIT

Code Metrics & Complexity

prospector (🥇33 · ⭐ 1.9K) - Inspects Python source files and provides information about.. ❗️GPL-2.0

GitHub (👨‍💻 90 · 🔀 170 · 📦 4.7K · 📋 370 - 15% open · ⏱️ 18.10.2023):
```
git clone https://github.com/PyCQA/prospector
```
PyPi (📥 780K / month · 📦 710 · ⏱️ 18.10.2023):
```
pip install prospector
```

Conda (📥 96K · ⏱️ 19.10.2023):

conda install -c conda-forge prospector

mccabe (🥈31 · ⭐ 610) - McCabe complexity checker for Python. ❗️Saxpath

GitHub (👨‍💻 24 · 🔀 56 · 📦 410K · 📋 59 - 23% open · ⏱️ 03.12.2023):
```
git clone https://github.com/PyCQA/mccabe
```
PyPi (📥 31M / month · 📦 16K · ⏱️ 24.01.2022):
```
pip install mccabe
```
Conda (📥 7.7M · ⏱️ 16.06.2023):
```
conda install -c conda-forge mccabe
```

radon (🥈29 · ⭐ 1.6K) - Various code metrics for Python code. MIT

GitHub (👨‍💻 60 · 🔀 110 · 📦 4.6K · 📋 170 - 13% open · ⏱️ 06.10.2023):
```
git clone https://github.com/rubik/radon
```
PyPi (📥 410K / month · 📦 650 · ⏱️ 26.03.2023):
```
pip install radon
```
Conda (📥 68K · ⏱️ 16.06.2023):
```
conda install -c conda-forge radon
```

wily (🥉27 · ⭐ 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2

GitHub (👨‍💻 24 · 🔀 56 · 📦 200 · 📋 110 - 32% open · ⏱️ 11.10.2023):
```
git clone https://github.com/tonybaloney/wily
```
PyPi (📥 17K / month · 📦 9 · ⏱️ 11.10.2023):
```
pip install wily
```

xenon (🥉25 · ⭐ 230) - Monitoring tool based on radon. MIT

GitHub (👨‍💻 10 · 🔀 21 · 📦 1.2K · 📋 36 - 22% open · ⏱️ 12.08.2023):
```
git clone https://github.com/rubik/xenon
```
PyPi (📥 150K / month · 📦 86 · ⏱️ 12.08.2023):
```
pip install xenon
```
Conda (📥 22K · ⏱️ 16.06.2023):
```
conda install -c conda-forge xenon
```

cohesion (🥉15 · ⭐ 220 · 💤) - A tool for measuring Python class cohesion. ❗️GPL-3.0

GitHub (👨‍💻 3 · 🔀 4 · 📋 17 - 29% open · ⏱️ 08.03.2023):
```
git clone https://github.com/mschwager/cohesion
```
PyPi (📥 5.6K / month · 📦 11 · ⏱️ 10.07.2019):
```
pip install cohesion
```
Conda (📥 2K · ⏱️ 16.06.2023):
```
conda install -c conda-forge cohesion
```

Logging

rich (🥇43 · ⭐ 46K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT

GitHub (👨‍💻 240 · 🔀 1.7K · 📦 150K · 📋 1.3K - 15% open · ⏱️ 15.11.2023):
```
git clone https://github.com/Textualize/rich
```
PyPi (📥 38M / month · 📦 5.7K · ⏱️ 15.11.2023):
```
pip install rich
```
Conda (📥 5.8M · ⏱️ 16.11.2023):
```
conda install -c conda-forge rich
```

tqdm (🥇42 · ⭐ 26K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0

GitHub (👨‍💻 110 · 🔀 1.3K · 📥 12K · 📦 610K · 📋 1K - 44% open · ⏱️ 10.08.2023):
```
git clone https://github.com/tqdm/tqdm
```
PyPi (📥 83M / month):
```
pip install tqdm
```
Conda (📥 24M · ⏱️ 10.08.2023):
```
conda install -c conda-forge tqdm
```
Docker Hub (📥 4.1K · ⭐ 2 · ⏱️ 26.08.2023):
```
docker pull tqdm/tqdm
```

loguru (🥇37 · ⭐ 17K) - Python logging made (stupidly) simple. MIT

GitHub (👨‍💻 51 · 🔀 650 · 📦 70K · 📋 890 - 15% open · ⏱️ 03.12.2023):
```
git clone https://github.com/Delgan/loguru
```
PyPi (📥 16M / month · 📦 3.2K · ⏱️ 11.09.2023):
```
pip install loguru
```
Conda (📥 1.9M · ⏱️ 24.09.2023):
```
conda install -c conda-forge loguru
```

sentry-sdk (🥈36 · ⭐ 1.7K) - The official Python SDK for Sentry.io. MIT

GitHub (👨‍💻 200 · 🔀 470 · 📥 3.5K · 📋 1.1K - 14% open · ⏱️ 14.12.2023):
```
git clone https://github.com/getsentry/sentry-python
```
PyPi (📥 24M / month · 📦 470 · ⏱️ 14.12.2023):
```
pip install sentry-sdk
```

Conda (📥 700K · ⏱️ 14.12.2023):

conda install -c conda-forge sentry-sdk

python-json-logger (🥈34 · ⭐ 1.6K · 💤) - Json Formatter for the standard python logger. BSD-2

GitHub (👨‍💻 63 · 🔀 220 · 📦 77K · 📋 100 - 11% open · ⏱️ 28.02.2023):
```
git clone https://github.com/madzak/python-json-logger
```
PyPi (📥 21M / month · 📦 860 · ⏱️ 21.02.2023):
```
pip install python-json-logger
```

Conda (📥 6.7M · ⏱️ 16.06.2023):

conda install -c conda-forge python-json-logger

alive-progress (🥈31 · ⭐ 4.8K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT

GitHub (👨‍💻 7 · 🔀 190 · 📦 2.5K · 📋 210 - 9% open · ⏱️ 02.12.2023):
```
git clone https://github.com/rsalmei/alive-progress
```
PyPi (📥 620K / month · 📦 210 · ⏱️ 08.11.2023):
```
pip install alive-progress
```

Conda (📥 47K · ⏱️ 09.11.2023):

conda install -c conda-forge alive-progress

tabulate (🥈31 · ⭐ 1.9K · 💤) - Pretty-print tabular data in Python, a library and a command-line.. MIT

GitHub (👨‍💻 84 · 🔀 140 · 📋 220 - 38% open · ⏱️ 30.04.2023):
```
git clone https://github.com/astanin/python-tabulate
```
PyPi (📥 49M / month · 📦 8.3K · ⏱️ 06.10.2022):
```
pip install tabulate
```
Conda (📥 6.1M · ⏱️ 16.06.2023):
```
conda install -c conda-forge tabulate
```

colorlog (🥈31 · ⭐ 830) - A colored formatter for the python logging module. MIT

GitHub (👨‍💻 32 · 🔀 120 · 📦 32K · 📋 76 - 1% open · ⏱️ 02.12.2023):
```
git clone https://github.com/borntyping/python-colorlog
```
PyPi (📥 9M / month · 📦 2.8K · ⏱️ 02.12.2023):
```
pip install colorlog
```
Conda (📥 1.8M · ⏱️ 02.12.2023):
```
conda install -c conda-forge colorlog
```

progressbar2 (🥈31 · ⭐ 830) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3

GitHub (👨‍💻 43 · 🔀 140 · 📥 2.1K · 📋 210 - 4% open · ⏱️ 11.12.2023):
```
git clone https://github.com/WoLpH/python-progressbar
```
PyPi (📥 23M / month · 📦 1.6K · ⏱️ 01.11.2022):
```
pip install progressbar2
```

Conda (📥 1.1M · ⏱️ 16.06.2023):

conda install -c conda-forge progressbar2

wasabi (🥉27 · ⭐ 430) - A lightweight console printing and formatting toolkit. MIT

GitHub (👨‍💻 14 · 🔀 25 · 📦 38K · 📋 9 - 44% open · ⏱️ 03.11.2023):
```
git clone https://github.com/ines/wasabi
```
PyPi (📥 5.9M / month · 📦 320 · ⏱️ 07.06.2023):
```
pip install wasabi
```
Conda (📥 1.3M · ⏱️ 07.06.2023):
```
conda install -c conda-forge wasabi
```

stackprinter (🥉26 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT

GitHub (👨‍💻 7 · 🔀 36 · 📦 320 · 📋 30 - 20% open · ⏱️ 24.11.2023):
```
git clone https://github.com/cknd/stackprinter
```
PyPi (📥 290K / month):
```
pip install stackprinter
```

Conda (📥 8.9K · ⏱️ 16.06.2023):

conda install -c conda-forge stackprinter

better-exceptions (🥉24 · ⭐ 4.5K · 💤) - Pretty and useful exceptions in Python, automatically. MIT

GitHub (👨‍💻 17 · 🔀 210 · 📋 78 - 41% open · ⏱️ 05.01.2023):
```
git clone https://github.com/Qix-/better-exceptions
```
PyPi (📥 120K / month · 📦 90 · ⏱️ 29.01.2021):
```
pip install better-exceptions
```

python-devtools (🥉23 · ⭐ 900) - Dev tools for python. MIT

GitHub (👨‍💻 12 · 🔀 48 · 📦 2.5K · 📋 60 - 35% open · ⏱️ 03.09.2023):
```
git clone https://github.com/samuelcolvin/python-devtools
```
PyPi (📥 830 / month · 📦 1 · ⏱️ 21.08.2017):
```
pip install python-devtools
```

Conda (📥 20K · ⏱️ 06.09.2023):

conda install -c conda-forge python-devtools

Show 8 hidden projects...

structlog (🥈35 · ⭐ 2.9K) - Simple, powerful, and fast logging for Python. ❗Unlicensed
logbook (🥈32 · ⭐ 1.4K) - A cool logging replacement for Python. ❗Unlicensed
prettytable (🥈31 · ⭐ 1.2K) - Display tabular data in a visually appealing ASCII table.. ❗Unlicensed
notifiers (🥉28 · ⭐ 2.5K · 💀) - The easy way to send notifications. MIT
python-coloredlogs (🥉28 · ⭐ 520 · 💀) - Colored terminal output for Pythons logging module. MIT
rebound (🥉22 · ⭐ 4K · 💀) - Command-line tool that instantly fetches Stack Overflow.. ❗Unlicensed
PrettyErrors (🥉18 · ⭐ 2.7K · 💀) - Prettify Python exception output to make it legible. MIT
tbvaccine (🥉16 · ⭐ 370 · 💀) - A small utility to pretty-print Python tracebacks. MIT

Shell

xxh (🥉23 · ⭐ 4.7K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2

GitHub (👨‍💻 26 · 🔀 97 · 📥 2K · 📦 79 · 📋 84 - 26% open · ⏱️ 05.11.2023):
```
git clone https://github.com/xxh/xxh
```
PyPi (📥 240 / month):
```
pip install xxh-xxh
```

Show 1 hidden projects...

xonsh (🥇28 · ⭐ 7.4K) - Python-powered, cross-platform, Unix-gazing shell. ❗Unlicensed

Documentation

🔗 best-of-mkdocs ( ⭐ 580) - Collection of MkDocs projects and plugins.

sphinx (🥇44 · ⭐ 5.8K) - The Sphinx documentation generator. BSD-3

GitHub (👨‍💻 790 · 🔀 2K · 📦 350K · 📋 6.7K - 17% open · ⏱️ 15.11.2023):
```
git clone https://github.com/sphinx-doc/sphinx
```
PyPi (📥 13M / month · 📦 64K · ⏱️ 13.09.2023):
```
pip install sphinx
```
Conda (📥 8.6M · ⏱️ 13.09.2023):
```
conda install -c conda-forge sphinx
```

mkdocs-material (🥇43 · ⭐ 17K) - Documentation that simply works. MIT

GitHub (👨‍💻 240 · 🔀 3.2K · 📦 41K · 📋 2.2K - 1% open · ⏱️ 14.12.2023):
```
git clone https://github.com/squidfunk/mkdocs-material
```
PyPi (📥 3.5M / month · 📦 1.1K · ⏱️ 11.12.2023):
```
pip install mkdocs-material
```

Conda (📥 340K · ⏱️ 11.12.2023):

conda install -c conda-forge mkdocs-material

mkdocs (🥇42 · ⭐ 18K) - Project documentation with Markdown. BSD-2

GitHub (👨‍💻 250 · 🔀 2.3K · 📦 54K · 📋 1.9K - 6% open · ⏱️ 11.12.2023):
```
git clone https://github.com/mkdocs/mkdocs
```
PyPi (📥 2.5M / month · 📦 4.7K · ⏱️ 18.09.2023):
```
pip install mkdocs
```
Conda (📥 310K · ⏱️ 19.09.2023):
```
conda install -c conda-forge mkdocs
```

sphinx_rtd_theme (🥈37 · ⭐ 4.5K) - Sphinx theme for readthedocs.org. MIT

GitHub (👨‍💻 120 · 🔀 1.8K · 📦 16 · 📋 870 - 28% open · ⏱️ 28.11.2023):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
PyPi (📥 4.1M / month · 📦 8K · ⏱️ 28.11.2023):
```
pip install sphinx_rtd_theme
```

Conda (📥 3.7M · ⏱️ 28.11.2023):

conda install -c conda-forge sphinx_rtd_theme

pdoc (🥈32 · ⭐ 1.7K) - API Documentation for Python Projects. Unlicense

GitHub (👨‍💻 58 · 🔀 230 · 📦 2.4K · 📋 350 - 5% open · ⏱️ 13.12.2023):
```
git clone https://github.com/mitmproxy/pdoc
```
PyPi (📥 160K / month · 📦 330 · ⏱️ 13.12.2023):
```
pip install pdoc
```

mkdocstrings (🥈32 · ⭐ 1.4K) - Automatic documentation from sources, for MkDocs. ISC

GitHub (👨‍💻 40 · 🔀 97 · 📦 10K · 📋 370 - 11% open · ⏱️ 14.11.2023):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
PyPi (📥 680K / month):
```
pip install mkdocstrings
```

Conda (📥 100K · ⏱️ 15.11.2023):

conda install -c conda-forge mkdocstrings

alabaster (🥈32 · ⭐ 710) - Lightweight, configurable Sphinx theme. BSD-3

GitHub (👨‍💻 30 · 🔀 190 · 📦 120K · 📋 120 - 54% open · ⏱️ 04.10.2023):
```
git clone https://github.com/bitprophet/alabaster
```
PyPi (📥 7M / month · 📦 7.7K · ⏱️ 13.01.2023):
```
pip install alabaster
```
Conda (📥 6.9M · ⏱️ 16.06.2023):
```
conda install -c conda-forge alabaster
```

sphinx-autodoc-typehints (🥈32 · ⭐ 510) - Type hints support for the Sphinx autodoc extension. MIT

GitHub (👨‍💻 54 · 🔀 99 · 📦 45K · 📋 180 - 15% open · ⏱️ 09.12.2023):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
PyPi (📥 1.8M / month):
```
pip install sphinx-autodoc-typehints
```

Conda (📥 630K · ⏱️ 11.11.2023):

conda install -c conda-forge sphinx-autodoc-typehints

Griffe (🥈32 · ⭐ 230) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC

GitHub (👨‍💻 26 · 🔀 35 · 📦 3.8K · 📋 170 - 12% open · ⏱️ 06.12.2023):
```
git clone https://github.com/mkdocstrings/griffe
```
PyPi (📥 880K / month · 📦 44 · ⏱️ 06.12.2023):
```
pip install griffe
```
Conda (📥 200K · ⏱️ 06.12.2023):
```
conda install -c conda-forge griffe
```

sphinx-autobuild (🥈28 · ⭐ 490) - Watch a Sphinx directory and rebuild the documentation.. MIT

GitHub (👨‍💻 25 · 🔀 66 · 📦 21K · 📋 78 - 32% open · ⏱️ 28.10.2023):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
PyPi (📥 500K / month):
```
pip install sphinx-autobuild
```

Conda (📥 230K · ⏱️ 16.06.2023):

conda install -c conda-forge sphinx-autobuild

pdoc3 (🥉26 · ⭐ 1K · 💤) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0

GitHub (👨‍💻 58 · 🔀 140 · 📦 3.8K · 📋 310 - 34% open · ⏱️ 21.12.2022):
```
git clone https://github.com/pdoc3/pdoc
```
PyPi (📥 170K / month):
```
pip install pdoc3
```
Conda (📥 1.8K · ⏱️ 16.06.2023):
```
conda install -c anaconda pdoc3
```

blacken-docs (🥉24 · ⭐ 580) - Run `black` on python code blocks in documentation files. MIT

GitHub (👨‍💻 19 · 🔀 38 · 📦 790 · 📋 75 - 16% open · ⏱️ 12.12.2023):
```
git clone https://github.com/asottile/blacken-docs
```
PyPi (📥 130K / month):
```
pip install blacken-docs
```

Conda (📥 33K · ⏱️ 16.08.2023):

conda install -c conda-forge blacken-docs

interrogate (🥉24 · ⭐ 510) - Explain yourself! Interrogate a codebase for docstring coverage. MIT

GitHub (👨‍💻 12 · 🔀 42 · 📦 5.6K · 📋 56 - 51% open · ⏱️ 07.09.2023):
```
git clone https://github.com/econchick/interrogate
```
PyPi (📥 85K / month):
```
pip install interrogate
```

mkdocs-awesome-pages-plugin (🥉24 · ⭐ 390) - An MkDocs plugin that simplifies configuring page.. MIT

GitHub (👨‍💻 7 · 🔀 30 · 📦 3.6K · 📋 75 - 21% open · ⏱️ 11.11.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```

PyPi (📥 190K / month):

pip install mkdocs-awesome-pages-plugin

releases (🥉22 · ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2

GitHub (👨‍💻 10 · 🔀 36 · 📦 610 · 📋 74 - 37% open · ⏱️ 01.12.2023):
```
git clone https://github.com/bitprophet/releases
```
PyPi (📥 18K / month):
```
pip install releases
```

Conda (📥 50K · ⏱️ 16.06.2023):

conda install -c conda-forge sphinx-releases

lazydocs (🥉22 · ⭐ 160) - Generate markdown API documentation from Google-style Python docstring... MIT

GitHub (👨‍💻 10 · 🔀 34 · 📦 190 · 📋 31 - 19% open · ⏱️ 11.06.2023):
```
git clone https://github.com/ml-tooling/lazydocs
```
PyPi (📥 7.9K / month · 📦 22 · ⏱️ 27.07.2021):
```
pip install lazydocs
```

mkdocs-print-site-plugin (🥉21 · ⭐ 100) - MkDocs Plugin that adds an additional page that.. MIT

GitHub (👨‍💻 5 · 🔀 14 · 📦 260 · 📋 82 - 12% open · ⏱️ 25.10.2023):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
PyPi (📥 20K / month):
```
pip install mkdocs-print-site-plugin
```

portray (🥉20 · ⭐ 850 · 💤) - Your Project with Great Documentation. MIT

GitHub (👨‍💻 20 · 🔀 73 · 📦 810 · 📋 63 - 49% open · ⏱️ 03.01.2023):
```
git clone https://github.com/timothycrosley/portray
```
PyPi (📥 11K / month):
```
pip install portray
```

sphinx-markdown-builder (🥉17 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT

GitHub (👨‍💻 19 · 🔀 41 · ⏱️ 24.06.2023):

git clone https://github.com/clayrisser/sphinx-markdown-builder

PyPi (📥 53K / month):
```
pip install sphinx-markdown-builder
```

Show 9 hidden projects...

numpydoc (🥈30 · ⭐ 260) - Numpys Sphinx extensions. ❗Unlicensed
breathe (🥉27 · ⭐ 700) - ReStructuredText and Sphinx bridge to Doxygen. ❗Unlicensed
pytkdocs (🥉24 · ⭐ 48 · 💀) - Load Python objects documentation. ISC
pycco (🥉23 · ⭐ 840 · 💀) - Literate-style documentation generator. MIT
mkdocs-with-pdf (🥉22 · ⭐ 280 · 💀) - Generate a single PDF file from MkDocs repository. MIT
mkdocs-pdf-export-plugin (🥉21 · ⭐ 300 · 💀) - An MkDocs plugin to export content pages as PDF files. MIT
sphinx-bootstrap-theme (🥉20 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT
mkdocs-git-revision-date-plugin (🥉19 · ⭐ 54 · 💀) - MkDocs plugin for setting revision date from git per.. MIT
mkdocs-versioning (🥉17 · ⭐ 40 · 💀) - A tool that allows for versioning sites built with.. MIT

Debugging Tools

pudb (🥇33 · ⭐ 2.8K) - Full-screen console debugger for Python. MIT

GitHub (👨‍💻 93 · 🔀 220 · 📦 5.7K · 📋 330 - 48% open · ⏱️ 05.12.2023):
```
git clone https://github.com/inducer/pudb
```
PyPi (📥 260K / month · 📦 760 · ⏱️ 06.10.2023):
```
pip install pudb
```
Conda (📥 240K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pudb
```

PySnooper (🥇30 · ⭐ 16K) - Never use print for debugging again. MIT

GitHub (👨‍💻 27 · 🔀 940 · 📦 1.6K · 📋 130 - 19% open · ⏱️ 15.07.2023):
```
git clone https://github.com/cool-RR/PySnooper
```
PyPi (📥 520K / month):
```
pip install pysnooper
```
Conda (📥 72K · ⏱️ 27.07.2023):
```
conda install -c conda-forge pysnooper
```

ipdb (🥇30 · ⭐ 1.8K) - Integration of IPython pdb. BSD-3

GitHub (👨‍💻 58 · 🔀 150 · 📦 51K · 📋 190 - 32% open · ⏱️ 03.08.2023):
```
git clone https://github.com/gotcha/ipdb
```
PyPi (📥 2.5M / month · 📦 9K · ⏱️ 09.03.2023):
```
pip install ipdb
```
Conda (📥 430K · ⏱️ 16.06.2023):
```
conda install -c conda-forge ipdb
```

gdbgui (🥈29 · ⭐ 9.5K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0

GitHub (👨‍💻 44 · 🔀 480 · 📥 16K · 📦 340 · 📋 310 - 44% open · ⏱️ 18.10.2023):
```
git clone https://github.com/cs01/gdbgui
```
PyPi (📥 15K / month):
```
pip install gdbgui
```

icecream (🥉27 · ⭐ 7.9K · 💤) - Never use print() to debug again. MIT

GitHub (👨‍💻 21 · 🔀 160 · 📦 21 · 📋 120 - 40% open · ⏱️ 04.12.2022):
```
git clone https://github.com/gruns/icecream
```
PyPi (📥 290K / month · 📦 160 · ⏱️ 21.07.2022):
```
pip install icecream
```
Conda (📥 28K · ⏱️ 16.06.2023):
```
conda install -c conda-forge icecream
```

snoop (🥉23 · ⭐ 1K · 💤) - A powerful set of Python debugging tools, based on PySnooper. MIT

GitHub (👨‍💻 22 · 🔀 33 · 📋 50 - 44% open · ⏱️ 22.12.2022):
```
git clone https://github.com/alexmojaki/snoop
```
PyPi (📥 63K / month · 📦 25 · ⏱️ 22.12.2022):
```
pip install snoop
```
Conda (📥 4.8K · ⏱️ 16.06.2023):
```
conda install -c conda-forge snoop
```

pyrasite (🥉21 · ⭐ 2.7K) - Inject code into running Python processes. ❗️GPL-3.0

GitHub (👨‍💻 24 · 🔀 200 · 📦 54 · 📋 57 - 71% open · ⏱️ 08.10.2023):
```
git clone https://github.com/lmacken/pyrasite
```
PyPi (📥 31K / month):
```
pip install pyrasite
```

Birdseye (🥉21 · ⭐ 1.6K) - Graphical Python debugger which lets you easily view the values of all.. MIT

GitHub (👨‍💻 10 · 🔀 74 · 📋 56 - 35% open · ⏱️ 16.10.2023):
```
git clone https://github.com/alexmojaki/birdseye
```
PyPi (📥 1.3K / month · 📦 4 · ⏱️ 16.10.2023):
```
pip install birdseye
```

python-hunter (🥉21 · ⭐ 770 · 💤) - Hunter is a flexible code tracing toolkit. BSD-2

GitHub (👨‍💻 9 · 🔀 43 · 📦 160 · 📋 96 - 43% open · ⏱️ 26.04.2023):
```
git clone https://github.com/ionelmc/python-hunter
```
PyPi (📥 7.7K / month):
```
pip install hunter
```
Conda (📥 55K · ⏱️ 30.09.2023):
```
conda install -c conda-forge hunter
```

python-manhole (🥉21 · ⭐ 360 · 💤) - Debugging manhole for python applications. BSD-2

GitHub (👨‍💻 11 · 🔀 23 · 📦 270 · 📋 22 - 31% open · ⏱️ 17.12.2022):
```
git clone https://github.com/ionelmc/python-manhole
```
PyPi (📥 17K / month):
```
pip install manhole
```
Conda (📥 19K · ⏱️ 16.06.2023):
```
conda install -c conda-forge manhole
```

reloadium (🥉20 · ⭐ 2.6K) - Hot Reloading, Profiling and AI debugging for Python. Apache-2

GitHub (👨‍💻 3 · 🔀 54 · 📋 120 - 12% open · ⏱️ 09.11.2023):
```
git clone https://github.com/reloadware/reloadium
```
PyPi (📥 2.3K / month · ⏱️ 09.11.2023):
```
pip install reloadium
```

Show 2 hidden projects...

pyelftools (🥇30 · ⭐ 1.8K) - Parsing ELF and DWARF in Python. ❗Unlicensed
pdbpp (🥉28 · ⭐ 1.2K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3

Testing Tools

🔗 best-of-web-python - Testing ( ⭐ 2.1K) - Testing libraries & tools for python web frameworks.

🔗 unittest - Unittest is a test framework included in the Python standard library.

pytest (🥇47 · ⭐ 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT

GitHub (👨‍💻 930 · 🔀 2.5K · 📦 1.1M · 📋 5.6K - 15% open · ⏱️ 14.12.2023):
```
git clone https://github.com/pytest-dev/pytest
```
PyPi (📥 92M / month · 📦 21K · ⏱️ 24.10.2023):
```
pip install pytest
```
Conda (📥 24M · ⏱️ 25.10.2023):
```
conda install -c conda-forge pytest
```

robotframework (🥇43 · ⭐ 8.6K) - Generic automation framework for acceptance testing and RPA. Apache-2

GitHub (👨‍💻 190 · 🔀 2.2K · 📥 550 · 📦 9.4K · 📋 4.3K - 7% open · ⏱️ 14.12.2023):
```
git clone https://github.com/robotframework/robotframework
```
PyPi (📥 1.9M / month · 📦 1.1K · ⏱️ 22.11.2023):
```
pip install robotframework
```

Conda (📥 170K · ⏱️ 10.10.2023):

conda install -c conda-forge robotframework

hypothesis (🥇42 · ⭐ 7.1K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0

GitHub (👨‍💻 320 · 🔀 590 · 📦 24K · 📋 1.5K - 2% open · ⏱️ 10.12.2023):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
PyPi (📥 5.9M / month · 📦 2.4K · ⏱️ 10.12.2023):
```
pip install hypothesis
```

Conda (📥 8.3M · ⏱️ 10.12.2023):

conda install -c conda-forge hypothesis

tox (🥇39 · ⭐ 3.4K) - Command line driven CI frontend and development task automation tool. MIT

GitHub (👨‍💻 290 · 🔀 500 · 📦 110K · 📋 1.7K - 4% open · ⏱️ 09.12.2023):
```
git clone https://github.com/tox-dev/tox
```
PyPi (📥 13M / month · 📦 23K · ⏱️ 28.11.2023):
```
pip install tox
```
Conda (📥 840K · ⏱️ 28.11.2023):
```
conda install -c conda-forge tox
```

pytest-cov (🥇36 · ⭐ 1.6K · 💤) - Coverage plugin for pytest. MIT

GitHub (👨‍💻 86 · 🔀 210 · 📦 290K · 📋 390 - 38% open · ⏱️ 24.05.2023):
```
git clone https://github.com/pytest-dev/pytest-cov
```
PyPi (📥 36M / month · 📦 35K · ⏱️ 24.05.2023):
```
pip install pytest-cov
```

Conda (📥 10M · ⏱️ 16.06.2023):

conda install -c conda-forge pytest-cov

pytest-xdist (🥇36 · ⭐ 1.3K) - pytest plugin for distributed testing and loop-on-failures.. MIT

GitHub (👨‍💻 93 · 🔀 220 · 📥 2 · 📋 570 - 39% open · ⏱️ 01.12.2023):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
PyPi (📥 15M / month · 📦 5.5K · ⏱️ 21.11.2023):
```
pip install pytest-xdist
```

Conda (📥 5.5M · ⏱️ 21.11.2023):

conda install -c conda-forge pytest-xdist

pyautogui (🥈35 · ⭐ 9K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3

GitHub (👨‍💻 52 · 🔀 1.1K · 📦 29K · 📋 680 - 66% open · ⏱️ 07.06.2023):
```
git clone https://github.com/asweigart/pyautogui
```
PyPi (📥 680K / month):
```
pip install pyautogui
```
Conda (📥 210K · ⏱️ 16.10.2023):
```
conda install -c conda-forge pyautogui
```

pytest-mock (🥈35 · ⭐ 1.7K) - Thin-wrapper around the mock package for easier use with pytest. MIT

GitHub (👨‍💻 67 · 🔀 130 · 📥 14 · 📦 72K · 📋 150 - 9% open · ⏱️ 06.12.2023):
```
git clone https://github.com/pytest-dev/pytest-mock
```
PyPi (📥 15M / month · 📦 5.4K · ⏱️ 19.10.2023):
```
pip install pytest-mock
```

Conda (📥 2.4M · ⏱️ 19.10.2023):

conda install -c conda-forge pytest-mock

mimesis (🥈33 · ⭐ 4.1K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT

GitHub (👨‍💻 120 · 🔀 310 · 📥 520 · 📦 1.6K · 📋 330 - 2% open · ⏱️ 12.11.2023):
```
git clone https://github.com/lk-geimfari/mimesis
```
PyPi (📥 150K / month):
```
pip install mimesis
```
Conda (📥 170K · ⏱️ 19.08.2023):
```
conda install -c conda-forge mimesis
```

playwright-python (🥈32 · ⭐ 9.8K) - Python version of the Playwright testing and automation.. Apache-2

GitHub (👨‍💻 33 · 🔀 760 · 📦 21 · 📋 1.2K - 2% open · ⏱️ 30.11.2023):
```
git clone https://github.com/microsoft/playwright-python
```
PyPi (📥 2M / month):
```
pip install playwright
```

pytest-bdd (🥈32 · ⭐ 1.2K) - BDD library for the py.test runner. MIT

GitHub (👨‍💻 60 · 🔀 200 · 📦 3.2K · 📋 320 - 35% open · ⏱️ 02.12.2023):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
PyPi (📥 780K / month):
```
pip install pytest-bdd
```

Conda (📥 56K · ⏱️ 02.12.2023):

conda install -c conda-forge pytest-bdd

asv (🥈31 · ⭐ 810) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3

GitHub (👨‍💻 76 · 🔀 170 · 📥 160 · 📦 1K · 📋 570 - 24% open · ⏱️ 11.09.2023):
```
git clone https://github.com/airspeed-velocity/asv
```
PyPi (📥 84K / month · 📦 85 · ⏱️ 11.09.2023):
```
pip install asv
```
Conda (📥 760K · ⏱️ 03.10.2023):
```
conda install -c conda-forge asv
```

nox (🥈30 · ⭐ 1.2K) - Flexible test automation for Python. Apache-2

GitHub (👨‍💻 91 · 🔀 140 · 📦 4.8K · 📋 330 - 17% open · ⏱️ 02.11.2023):
```
git clone https://github.com/theacodes/nox
```
PyPi (📥 1M / month):
```
pip install nox
```
Conda (📥 250K · ⏱️ 25.09.2023):
```
conda install -c conda-forge nox
```

coveralls-python (🥈30 · ⭐ 540) - Show coverage stats online via coveralls.io. MIT

GitHub (👨‍💻 64 · 🔀 180 · 📦 33K · 📋 160 - 9% open · ⏱️ 14.08.2023):
```
git clone https://github.com/TheKevJames/coveralls-python
```
PyPi (📥 630K / month):
```
pip install coveralls
```
Conda (📥 1M · ⏱️ 16.06.2023):
```
conda install -c conda-forge coveralls
```

freezegun (🥈29 · ⭐ 3.9K · 📉) - Let your Python tests travel through time. Apache-2

GitHub (👨‍💻 110 · 🔀 250 · 📥 5 · 📋 300 - 37% open · ⏱️ 07.12.2023):
```
git clone https://github.com/spulec/freezegun
```
PyPi (📥 8.1M / month):
```
pip install freezegun
```
Conda (📥 1.5M · ⏱️ 05.12.2023):
```
conda install -c conda-forge freezegun
```

pytest-testinfra (🥈29 · ⭐ 2.3K) - Testinfra test your infrastructures. Apache-2

GitHub (👨‍💻 140 · 🔀 340 · 📋 340 - 37% open · ⏱️ 13.11.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
PyPi (📥 380K / month · 📦 11 · ⏱️ 13.11.2023):
```
pip install pytest-testinfra
```

Conda (📥 15K · ⏱️ 19.11.2023):

conda install -c conda-forge pytest-testinfra

pytest-asyncio (🥈29 · ⭐ 1.3K) - Asyncio support for pytest. Apache-2

GitHub (👨‍💻 44 · 🔀 130 · 📥 170 · 📋 280 - 12% open · ⏱️ 09.12.2023):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
PyPi (📥 9.2M / month):
```
pip install pytest-asyncio
```

Conda (📥 1.8M · ⏱️ 04.12.2023):

conda install -c conda-forge pytest-asyncio

ddt (🥈29 · ⭐ 430) - Data-Driven Tests for Python Unittest. MIT

GitHub (👨‍💻 38 · 🔀 110 · 📦 5.4K · 📋 54 - 20% open · ⏱️ 08.11.2023):
```
git clone https://github.com/datadriventests/ddt
```
PyPi (📥 570K / month · 📦 1.3K · ⏱️ 08.11.2023):
```
pip install ddt
```
Conda (📥 90K · ⏱️ 08.11.2023):
```
conda install -c conda-forge ddt
```

pytest-benchmark (🥉28 · ⭐ 1.1K) - py.test fixture for benchmarking code. BSD-2

GitHub (👨‍💻 41 · 🔀 110 · 📦 8K · 📋 180 - 50% open · ⏱️ 14.12.2023):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
PyPi (📥 950K / month):
```
pip install pytest-benchmark
```

Conda (📥 1.9M · ⏱️ 16.06.2023):

conda install -c conda-forge pytest-benchmark

pytest-testmon (🥉27 · ⭐ 740) - Selects tests affected by changed files. Executes the right.. MIT

GitHub (👨‍💻 24 · 🔀 49 · 📦 1.2K · 📋 150 - 16% open · ⏱️ 23.11.2023):
```
git clone https://github.com/tarpas/pytest-testmon
```
PyPi (📥 170K / month):
```
pip install pytest-testmon
```

Conda (📥 41K · ⏱️ 16.06.2023):

conda install -c conda-forge pytest-testmon

pytest-randomly (🥉27 · ⭐ 560) - Pytest plugin to randomly order tests and control random.seed. MIT

GitHub (👨‍💻 20 · 🔀 28 · 📦 7.6K · 📋 60 - 10% open · ⏱️ 12.12.2023):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
PyPi (📥 1.2M / month):
```
pip install pytest-randomly
```

Conda (📥 170K · ⏱️ 15.08.2023):

conda install -c conda-forge pytest-randomly

factory_boy (🥉26 · ⭐ 3.3K) - A test fixtures replacement for Python. MIT

GitHub (👨‍💻 130 · 🔀 360 · 📋 560 - 29% open · ⏱️ 29.11.2023):
```
git clone https://github.com/FactoryBoy/factory_boy
```
PyPi (📥 3.4M / month):
```
pip install factory_boy
```

Conda (📥 140K · ⏱️ 19.07.2023):

conda install -c conda-forge factory_boy

Mamba Test Runner (🥉26 · ⭐ 510) - The definitive testing tool for Python. Born under the banner.. MIT

GitHub (👨‍💻 23 · 🔀 64 · 📦 890 · 📋 80 - 35% open · ⏱️ 09.11.2023):
```
git clone https://github.com/nestorsalceda/mamba
```
PyPi (📥 6.6K / month):
```
pip install mamba
```

pytest-datadir (🥉25 · ⭐ 220) - pytest plugin for manipulating test data directories and.. MIT

GitHub (👨‍💻 11 · 🔀 22 · 📥 2 · 📦 1.6K · 📋 19 - 26% open · ⏱️ 13.11.2023):
```
git clone https://github.com/gabrielcnr/pytest-datadir
```
PyPi (📥 320K / month · 📦 130 · ⏱️ 03.10.2023):
```
pip install pytest-datadir
```

Conda (📥 230K · ⏱️ 03.10.2023):

conda install -c conda-forge pytest-datadir

pytest-mypy (🥉24 · ⭐ 230 · 💤) - Mypy static type checker plugin for Pytest. MIT

GitHub (👨‍💻 16 · 🔀 33 · 📦 3.8K · 📋 63 - 15% open · ⏱️ 08.05.2023):
```
git clone https://github.com/dbader/pytest-mypy
```
PyPi (📥 340K / month):
```
pip install pytest-mypy
```

Conda (📥 92K · ⏱️ 16.06.2023):

conda install -c conda-forge pytest-mypy

xdoctest (🥉24 · ⭐ 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2

GitHub (👨‍💻 9 · 🔀 10 · 📋 46 - 41% open · ⏱️ 26.10.2023):
```
git clone https://github.com/Erotemic/xdoctest
```
PyPi (📥 170K / month · 📦 120 · ⏱️ 26.10.2023):
```
pip install xdoctest
```
Conda (📥 200K · ⏱️ 26.10.2023):
```
conda install -c conda-forge xdoctest
```

green (🥉23 · ⭐ 780) - Green is a clean, colorful, fast python test runner. MIT

GitHub (👨‍💻 39 · 🔀 74 · 📋 180 - 3% open · ⏱️ 05.12.2023):
```
git clone https://github.com/CleanCut/green
```
PyPi (📥 20K / month):
```
pip install green
```
Conda (📥 130K · ⏱️ 28.09.2023):
```
conda install -c conda-forge green
```

pytest-docker (🥉20 · ⭐ 360) - Docker-based integration tests. MIT

GitHub (👨‍💻 18 · 🔀 60 · 📥 130 · 📋 44 - 22% open · ⏱️ 01.09.2023):
```
git clone https://github.com/avast/pytest-docker
```
PyPi (📥 150K / month):
```
pip install pytest-docker
```

Show 13 hidden projects...

pytest-html (🥈33 · ⭐ 630) - Plugin for generating HTML reports for pytest results. ❗Unlicensed
nose (🥈31 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗Unlicensed
nose2 (🥈29 · ⭐ 760) - The successor to nose, based on unittest2. ❗Unlicensed
PyHamcrest (🥉28 · ⭐ 730) - Hamcrest matchers for Python. ❗Unlicensed
pytest-sugar (🥉27 · ⭐ 1.2K) - a plugin for py.test that changes the default look.. ❗Unlicensed
uiautomator (🥉25 · ⭐ 2K · 💀) - Python wrapper of Android uiautomator test tool. MIT
pytest-lazy-fixture (🥉25 · ⭐ 350 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT
pytest-watch (🥉24 · ⭐ 710 · 💀) - Local continuous test runner with pytest and watchdog. MIT
sixpack (🥉21 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
pytest-plugins (🥉19 · ⭐ 530 · 💀) - A grab-bag of nifty pytest plugins. MIT
assertpy (🥉19 · ⭐ 430 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
fake2db (🥉18 · ⭐ 2.2K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0
pytest-play (🥉15 · ⭐ 67 · 💀) - pytest plugin that let you automate actions and.. Apache-2

Code Packaging

🔗 Python.org Packaging - An Overview of Packaging for Python.

pyinstaller (🥇42 · ⭐ 11K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0

GitHub (👨‍💻 460 · 🔀 1.8K · 📥 740K · 📦 52K · 📋 5.1K - 5% open · ⏱️ 10.12.2023):
```
git clone https://github.com/pyinstaller/pyinstaller
```
PyPi (📥 1.9M / month):
```
pip install pyinstaller
```

Conda (📥 510K · ⏱️ 11.12.2023):

conda install -c conda-forge pyinstaller

packaging (🥇38 · ⭐ 550) - Core utilities for Python packages. Apache-2

GitHub (👨‍💻 100 · 🔀 240 · 📥 750 · 📦 980K · 📋 350 - 20% open · ⏱️ 21.11.2023):
```
git clone https://github.com/pypa/packaging
```
PyPi (📥 250M / month · 📦 20K · ⏱️ 01.10.2023):
```
pip install packaging
```
Conda (📥 42M · ⏱️ 01.10.2023):
```
conda install -c conda-forge packaging
```

Nuitka (🥈37 · ⭐ 10K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2

GitHub (👨‍💻 160 · 🔀 540 · 📦 1.7K · 📋 2.1K - 7% open · ⏱️ 14.12.2023):
```
git clone https://github.com/Nuitka/Nuitka
```
PyPi (📥 98K / month):
```
pip install nuitka
```
Conda (📥 600K · ⏱️ 11.12.2023):
```
conda install -c conda-forge nuitka
```

briefcase (🥈32 · ⭐ 2.2K) - Tools to support converting a Python project into a standalone.. BSD-3

GitHub (👨‍💻 140 · 🔀 300 · 📥 220 · 📦 500 · 📋 670 - 17% open · ⏱️ 13.12.2023):
```
git clone https://github.com/beeware/briefcase
```
PyPi (📥 6.7K / month · 📦 19 · ⏱️ 20.10.2023):
```
pip install briefcase
```

pex (🥈29 · ⭐ 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2

GitHub (👨‍💻 120 · 🔀 240 · 📥 3.7M · 📋 1.1K - 13% open · ⏱️ 14.12.2023):
```
git clone https://github.com/pantsbuild/pex
```
PyPi (📥 1.3M / month):
```
pip install pex
```

PyOxidizer (🥈27 · ⭐ 5K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0

GitHub (👨‍💻 54 · 🔀 210 · 📥 13K · 📦 150 · 📋 540 - 56% open · ⏱️ 21.01.2023):
```
git clone https://github.com/indygreg/PyOxidizer
```
PyPi (📥 10K / month):
```
pip install pyoxidizer
```

cx_Freeze (🥈27 · ⭐ 1.2K) - Create standalone executables from Python scripts, with the.. ❗Unlicensed

GitHub (👨‍💻 110 · 🔀 200 · 📋 890 - 4% open · ⏱️ 13.12.2023):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
PyPi (📥 120K / month):
```
pip install cx_freeze
```
Conda (📥 280K · ⏱️ 29.11.2023):
```
conda install -c conda-forge cx_freeze
```

shiv (🥉23 · ⭐ 1.7K) - shiv is a command line utility for building fully self contained Python.. BSD-2

GitHub (👨‍💻 39 · 🔀 86 · 📥 620 · 📋 120 - 35% open · ⏱️ 07.09.2023):
```
git clone https://github.com/linkedin/shiv
```
PyPi (📥 26K / month):
```
pip install shiv
```

subpar (🥉13 · ⭐ 560 · 💤) - Subpar is a utility for creating self-contained python.. Apache-2

GitHub (👨‍💻 16 · 🔀 66 · 📋 64 - 53% open · ⏱️ 19.12.2022):
```
git clone https://github.com/google/subpar
```

Show 6 hidden projects...

py2app (🥉25 · ⭐ 290 · 💤) - py2app is a Python setuptools command which will allow you to.. ❗Unlicensed
py2exe (🥉23 · ⭐ 690) - Create standalone Windows programs from Python code. ❗Unlicensed
constructor (🥉22 · ⭐ 420) - tool for creating installers from conda packages. ❗Unlicensed
xar (🥉19 · ⭐ 1.6K) - executable archive format. ❗Unlicensed
pynsist (🥉19 · ⭐ 860 · 💀) - Build Windows installers for Python applications. ❗Unlicensed
pyship (🥉9 · ⭐ 36) - pyship - ship Python desktop apps to end users. MIT

Build Tools

setuptools (🥇45 · ⭐ 2.2K) - Official project repository for the Setuptools build system. MIT

GitHub (👨‍💻 590 · 🔀 990 · 📦 440K · 📋 2.4K - 23% open · ⏱️ 06.12.2023):
```
git clone https://github.com/pypa/setuptools
```
PyPi (📥 350M / month):
```
pip install setuptools
```

Conda (📥 99M · ⏱️ 12.09.2023):

conda install -c conda-forge setuptools

twine (🥇37 · ⭐ 1.5K · 📈) - Utilities for interacting with PyPI. Apache-2

GitHub (👨‍💻 120 · 🔀 300 · 📦 98K · 📋 480 - 10% open · ⏱️ 13.12.2023):
```
git clone https://github.com/pypa/twine
```
PyPi (📥 3.9M / month · 📦 16K · ⏱️ 01.12.2022):
```
pip install twine
```
Conda (📥 900K · ⏱️ 16.06.2023):
```
conda install -c conda-forge twine
```

wheel (🥇37 · ⭐ 460) - The official binary distribution format for Python. MIT

GitHub (👨‍💻 77 · 🔀 140 · 📦 240K · 📋 380 - 11% open · ⏱️ 12.12.2023):
```
git clone https://github.com/pypa/wheel
```
PyPi (📥 290M / month · 📦 37K · ⏱️ 26.11.2023):
```
pip install wheel
```
Conda (📥 83M · ⏱️ 26.11.2023):
```
conda install -c conda-forge wheel
```

buildbot (🥈36 · ⭐ 5.1K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0

GitHub (👨‍💻 850 · 🔀 1.5K · 📥 36K · 📦 340 · 📋 1.5K - 44% open · ⏱️ 14.12.2023):
```
git clone https://github.com/buildbot/buildbot
```
PyPi (📥 19K / month):
```
pip install buildbot
```
Conda (📥 91K · ⏱️ 09.12.2023):
```
conda install -c conda-forge buildbot
```

scons (🥈35 · ⭐ 1.9K) - SCons - a software construction tool. MIT

GitHub (👨‍💻 160 · 🔀 290 · 📥 1.4K · 📋 3.4K - 19% open · ⏱️ 13.12.2023):
```
git clone https://github.com/SCons/scons
```
PyPi (📥 400K / month · 📦 62 · ⏱️ 20.11.2023):
```
pip install scons
```
Conda (📥 520K · ⏱️ 25.11.2023):
```
conda install -c conda-forge scons
```

invoke (🥈34 · ⭐ 4.1K) - Pythonic task management & command execution. BSD-2

GitHub (👨‍💻 60 · 🔀 350 · 📦 24K · 📋 710 - 43% open · ⏱️ 01.12.2023):
```
git clone https://github.com/pyinvoke/invoke
```
PyPi (📥 7M / month):
```
pip install invoke
```
Conda (📥 950K · ⏱️ 13.07.2023):
```
conda install -c conda-forge invoke
```

doit (🥉32 · ⭐ 1.7K · 💤) - task management & automation tool. MIT

GitHub (👨‍💻 65 · 🔀 170 · 📦 1.7K · 📋 300 - 28% open · ⏱️ 16.01.2023):
```
git clone https://github.com/pydoit/doit
```
PyPi (📥 460K / month · 📦 300 · ⏱️ 22.04.2022):
```
pip install doit
```
Conda (📥 250K · ⏱️ 16.06.2023):
```
conda install -c conda-forge doit
```

setuptools_scm (🥉31 · ⭐ 780) - the blessed package to manage your versions by scm tags. MIT

GitHub (👨‍💻 130 · 🔀 200 · 📋 540 - 14% open · ⏱️ 11.12.2023):
```
git clone https://github.com/pypa/setuptools_scm
```
PyPi (📥 26M / month):
```
pip install setuptools_scm
```

Conda (📥 2.1M · ⏱️ 04.10.2023):

conda install -c conda-forge setuptools_scm

flit (🥉30 · ⭐ 2K) - Simplified packaging of Python modules. BSD-3

GitHub (👨‍💻 70 · 🔀 120 · 📦 1.7K · 📋 380 - 28% open · ⏱️ 09.12.2023):
```
git clone https://github.com/pypa/flit
```
PyPi (📥 340K / month):
```
pip install flit
```
Conda (📥 170K · ⏱️ 16.06.2023):
```
conda install -c conda-forge flit
```

pybuilder (🥉26 · ⭐ 1.6K) - Software build automation tool for Python. Apache-2

GitHub (👨‍💻 39 · 🔀 240 · 📋 510 - 17% open · ⏱️ 10.07.2023):
```
git clone https://github.com/pybuilder/pybuilder
```
PyPi (📥 26K / month):
```
pip install pybuilder
```
Conda (📥 60K · ⏱️ 26.09.2023):
```
conda install -c conda-forge pybuilder
```

paver (🥉25 · ⭐ 460 · 💤) - Python-based project scripting. BSD-3

GitHub (👨‍💻 46 · 🔀 83 · 📋 130 - 30% open · ⏱️ 16.04.2023):
```
git clone https://github.com/paver/paver
```
PyPi (📥 53K / month · 📦 960 · ⏱️ 31.12.2017):
```
pip install paver
```
Conda (📥 28K · ⏱️ 16.06.2023):
```
conda install -c conda-forge paver
```

universal-build (🥉13 · ⭐ 20 · 💀) - Universal build utilities for containerized build pipelines. MIT

GitHub (👨‍💻 5 · 🔀 7 · 📥 19 · 📦 12 · ⏱️ 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
PyPi (📥 120 / month):
```
pip install universal-build
```

Show 2 hidden projects...

buildout (🥉28 · ⭐ 570 · 💀) - Buildout is a deployment automation tool written in and.. ❗️ZPL-2.1
pynt (🥉18 · ⭐ 160 · 💀) - A pynt of Python build. MIT

System Monitoring & Profiling

psutil (🥇45 · ⭐ 9.7K) - Cross-platform lib for process and system monitoring in Python. BSD-3

GitHub (👨‍💻 200 · 🔀 1.4K · 📦 410K · 📋 1.7K - 16% open · ⏱️ 29.11.2023):
```
git clone https://github.com/giampaolo/psutil
```
PyPi (📥 83M / month · 📦 18K · ⏱️ 15.10.2023):
```
pip install psutil
```
Conda (📥 28M · ⏱️ 22.09.2023):
```
conda install -c conda-forge psutil
```

memray (🥈33 · ⭐ 12K) - The endgame Python memory profiler. Apache-2

GitHub (👨‍💻 42 · 🔀 380 · 📦 260 · 📋 140 - 11% open · ⏱️ 08.12.2023):
```
git clone https://github.com/bloomberg/memray
```
PyPi (📥 360K / month):
```
pip install memray
```
Conda (📥 84K · ⏱️ 05.10.2023):
```
conda install -c conda-forge memray
```

py-spy (🥈32 · ⭐ 11K) - Sampling profiler for Python programs. MIT

GitHub (👨‍💻 37 · 🔀 380 · 📥 15K · 📦 3.4K · 📋 330 - 41% open · ⏱️ 17.11.2023):
```
git clone https://github.com/benfred/py-spy
```
PyPi (📥 2.4M / month):
```
pip install py-spy
```
Conda (📥 500K · ⏱️ 16.06.2023):
```
conda install -c conda-forge py-spy
```
Cargo (📥 270 / month):
```
cargo install py-spy
```

pyinstrument (🥈32 · ⭐ 5.7K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3

GitHub (👨‍💻 55 · 🔀 210 · 📦 1.9K · 📋 130 - 13% open · ⏱️ 26.11.2023):
```
git clone https://github.com/joerick/pyinstrument
```
PyPi (📥 700K / month):
```
pip install pyinstrument
```

Conda (📥 270K · ⏱️ 18.11.2023):

conda install -c conda-forge pyinstrument

Scalene (🥈31 · ⭐ 10K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

GitHub (👨‍💻 44 · 🔀 340 · 📦 560 · 📋 410 - 36% open · ⏱️ 10.12.2023):
```
git clone https://github.com/plasma-umass/scalene
```
PyPi (📥 26K / month):
```
pip install scalene
```

Yappi (🥈30 · ⭐ 1.3K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT

GitHub (👨‍💻 31 · 🔀 70 · 📦 1.1K · 📋 73 - 17% open · ⏱️ 07.12.2023):
```
git clone https://github.com/sumerc/yappi
```
PyPi (📥 1.9M / month):
```
pip install yappi
```
Conda (📥 170K · ⏱️ 07.12.2023):
```
conda install -c conda-forge yappi
```

memory-profiler (🥉28 · ⭐ 4.1K) - Monitor Memory usage of Python code. BSD-3

GitHub (👨‍💻 100 · 🔀 370 · 📋 250 - 53% open · ⏱️ 23.10.2023):
```
git clone https://github.com/pythonprofilers/memory_profiler
```
PyPi (📥 980K / month · 📦 250 · ⏱️ 15.11.2022):
```
pip install memory_profiler
```

Conda (📥 380K · ⏱️ 16.06.2023):

conda install -c conda-forge memory_profiler

Diamond (🥉25 · ⭐ 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT

GitHub (👨‍💻 390 · 🔀 570 · 📦 160 · 📋 240 - 27% open · ⏱️ 01.11.2023):
```
git clone https://github.com/python-diamond/Diamond
```
PyPi (📥 7.1K / month):
```
pip install diamond
```

Show 10 hidden projects...

Glances (🥇34 · ⭐ 24K) - Glances an Eye on your system. A top/htop alternative for.. ❗Unlicensed
Bpytop (🥉28 · ⭐ 9.7K · 💀) - Linux/OSX/FreeBSD resource monitor. Apache-2
pympler (🥉27 · ⭐ 1.1K · 💀) - Development tool to measure, monitor and analyze the memory.. Apache-2
vprof (🥉22 · ⭐ 3.9K · 💀) - Visual profiler for Python. BSD-2
line_profiler (🥉22 · ⭐ 2.3K) - Line-by-line profiling for Python. ❗Unlicensed
Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
heartrate (🥉19 · ⭐ 1.7K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
pyheat (🥉16 · ⭐ 770 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
memory_profiler (🥉15 · ⭐ 85 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed
livepython (🥉12 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time. MIT

AST Tools

executing (🥇31 · ⭐ 280) - Get information about what a Python frame is currently doing,.. MIT

GitHub (👨‍💻 10 · 🔀 29 · 📦 130K · 📋 36 - 30% open · ⏱️ 06.11.2023):
```
git clone https://github.com/alexmojaki/executing
```
PyPi (📥 21M / month):
```
pip install executing
```
Conda (📥 10M · ⏱️ 29.10.2023):
```
conda install -c conda-forge executing
```

astor (🥈28 · ⭐ 750) - Python AST read/write. BSD-3

GitHub (👨‍💻 33 · 🔀 98 · 📋 120 - 33% open · ⏱️ 06.09.2023):
```
git clone https://github.com/berkerpeksag/astor
```
PyPi (📥 5M / month · 📦 2.2K · ⏱️ 10.12.2019):
```
pip install astor
```
Conda (📥 2.2M · ⏱️ 16.06.2023):
```
conda install -c conda-forge astor
```

gast (🥈28 · ⭐ 130) - Python AST that abstracts the underlying Python version. BSD-3

GitHub (👨‍💻 10 · 🔀 31 · 📦 140K · 📋 35 - 8% open · ⏱️ 15.11.2023):
```
git clone https://github.com/serge-sans-paille/gast
```
PyPi (📥 14M / month · 📦 2K · ⏱️ 29.04.2023):
```
pip install gast
```
Conda (📥 2.5M · ⏱️ 03.07.2023):
```
conda install -c conda-forge gast
```

asteval (🥉25 · ⭐ 160) - minimalistic evaluator of python expression using ast module. MIT

GitHub (👨‍💻 24 · 🔀 39 · 📋 65 - 6% open · ⏱️ 06.11.2023):
```
git clone https://github.com/newville/asteval
```
PyPi (📥 280K / month · 📦 180 · ⏱️ 16.07.2023):
```
pip install asteval
```
Conda (📥 350K · ⏱️ 16.07.2023):
```
conda install -c conda-forge asteval
```

Show 2 hidden projects...

astunparse (🥈28 · ⭐ 210 · 💀) - An AST unparser for Python. BSD-3
typed_ast (🥉19 · ⭐ 220 · 📉) - Modified fork of CPythons ast module that parses # type:.. ❗Unlicensed

Others

pre-commit (🥇41 · ⭐ 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT

GitHub (👨‍💻 160 · 🔀 780 · 📥 820K · 📦 160K · 📋 1.9K - 1% open · ⏱️ 09.12.2023):
```
git clone https://github.com/pre-commit/pre-commit
```
PyPi (📥 16M / month · 📦 6.6K · ⏱️ 09.12.2023):
```
pip install pre-commit
```

Conda (📥 4M · ⏱️ 10.12.2023):

conda install -c conda-forge pre-commit

Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.

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Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

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README.md

Best-of Python Developer Tools

Contents

Explanation

Linters & Style Checkers

Type checkers

Code Formatters

Code Refactoring

Code Security

Virtual Environments

Dependency & Package Managers

Code Metrics & Complexity

Logging

Shell

Documentation

Debugging Tools

Testing Tools

Code Packaging

Build Tools

System Monitoring & Profiling

AST Tools

Others

Contribution

License

README.md Unescape Escape

Best-of Python Developer Tools

Contents

Explanation

Linters & Style Checkers

Type checkers

Code Formatters

Code Refactoring

Code Security

Virtual Environments

Dependency & Package Managers

Code Metrics & Complexity

Logging

Shell

Documentation

Debugging Tools

Testing Tools

Code Packaging

Build Tools

System Monitoring & Profiling

AST Tools

Others

Related Resources

Contribution

License

README.md