Best-of Python Developer Tools

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

This curated list contains 260 awesome open-source projects with a total of 750K stars grouped into 15 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, 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.

---

Contents

• Linters & Style Checkers 43 projects
• Code Formatters 7 projects
• Code Refactoring 18 projects
• Code Security 8 projects
• Virtual Environments 9 projects
• Dependency & Package Managers 11 projects
• Code Metrics & Complexity 6 projects
• Logging 21 projects
• Documentation 29 projects
• Debugging Tools 14 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

mypy (🥇44 · ⭐ 14K) - Optional static typing for Python. MIT

• GitHub (👨‍💻 600 · 🔀 2.3K · 📦 89K · 📋 8.2K - 27% open · ⏱️ 31.08.2022):

  git clone https://github.com/python/mypy
  

• PyPi (📥 13M / month · 📦 6.3K · ⏱️ 06.06.2022):

  pip install mypy
  

• Conda (📥 2.1M · ⏱️ 29.07.2022):

  conda install -c conda-forge mypy
  

flake8 (🥇41 · ⭐ 2.3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT

• GitHub (👨‍💻 160 · 🔀 220 · 📦 290K · 📋 1.4K - 1% open · ⏱️ 28.08.2022):

  git clone https://github.com/PyCQA/flake8
  

• PyPi (📥 18M / month · 📦 42K · ⏱️ 11.10.2021):

  pip install flake8
  

• Conda (📥 4.7M · ⏱️ 04.08.2022):

  conda install -c conda-forge flake8
  

pylint (🥇40 · ⭐ 4.2K) - Its not just a linter that annoys you!. ❗️GPL-2.0

• GitHub (👨‍💻 470 · 🔀 900 · 📋 4.4K - 14% open · ⏱️ 31.08.2022):

  git clone https://github.com/PyCQA/pylint
  

• PyPi (📥 12M / month · 📦 21K · ⏱️ 29.06.2022):

  pip install pylint
  

• Conda (📥 3.1M · ⏱️ 26.08.2022):

  conda install -c conda-forge pylint
  

pycodestyle (🥇38 · ⭐ 4.7K) - Simple Python style checker in one Python file. ❗️Saxpath

• GitHub (👨‍💻 130 · 🔀 660 · 📦 250K · 📋 690 - 17% open · ⏱️ 09.08.2022):

  git clone https://github.com/PyCQA/pycodestyle
  

• PyPi (📥 25M / month · 📦 11K · ⏱️ 11.10.2021):

  pip install pycodestyle
  

• Conda (📥 4.8M · ⏱️ 04.08.2022):

  conda install -c conda-forge pycodestyle
  

pyright (🥇36 · ⭐ 8.4K) - Static type checker for Python. MIT

• GitHub (👨‍💻 78 · 🔀 500 · 📦 340 · 📋 3.1K - 0% open · ⏱️ 01.09.2022):

  git clone https://github.com/Microsoft/pyright
  

• npm (📥 280K / month · 📦 5 · ⏱️ 31.08.2022):

  npm install pyright
  

pyflakes (🥇36 · ⭐ 1.2K · 📉) - A simple program which checks Python source files for errors. MIT

• GitHub (👨‍💻 84 · 🔀 160 · 📦 150K · 📋 480 - 13% open · ⏱️ 01.09.2022):

  git clone https://github.com/PyCQA/pyflakes
  

• PyPi (📥 17M / month · 📦 14K · ⏱️ 06.10.2021):

  pip install pyflakes
  

• Conda (📥 4.6M · ⏱️ 30.07.2022):

  conda install -c conda-forge pyflakes
  

pyre-check (🥈34 · ⭐ 6K) - Performant type-checking for python. MIT

• GitHub (👨‍💻 210 · 🔀 390 · 📋 330 - 31% open · ⏱️ 01.09.2022):

  git clone https://github.com/facebook/pyre-check
  

• PyPi (📥 110K / month · 📦 33 · ⏱️ 30.06.2022):

  pip install pyre-check
  

wemake-python-styleguide (🥈34 · ⭐ 2K · 📉) - The strictest and most opinionated python linter ever!. MIT

• GitHub (👨‍💻 170 · 🔀 340 · 📦 5K · 📋 1K - 9% open · ⏱️ 16.08.2022):

  git clone https://github.com/wemake-services/wemake-python-styleguide
  

• PyPi (📥 250K / month · 📦 25 · ⏱️ 11.03.2022):

  pip install wemake-python-styleguide
  

pytype (🥈33 · ⭐ 3.9K) - A static type analyzer for Python code. Apache-2

• GitHub (👨‍💻 81 · 🔀 260 · 📋 550 - 17% open · ⏱️ 30.08.2022):

  git clone https://github.com/google/pytype
  

• PyPi (📥 280K / month · 📦 100 · ⏱️ 30.06.2022):

  pip install pytype
  

• Conda (📥 100K · ⏱️ 31.08.2022):

  conda install -c conda-forge pytype
  

pydocstyle (🥈31 · ⭐ 940) - docstring style checker. MIT

• GitHub (👨‍💻 81 · 🔀 170 · 📥 57 · 📦 32K · 📋 300 - 29% open · ⏱️ 05.04.2022):

  git clone https://github.com/PyCQA/pydocstyle
  

• PyPi (📥 2.4M / month · 📦 2.4K · ⏱️ 17.05.2021):

  pip install pydocstyle
  

• Conda (📥 850K · ⏱️ 18.05.2021):

  conda install -c conda-forge pydocstyle
  

parso (🥈31 · ⭐ 510 · 💤) - A Python Parser. MIT

• GitHub (👨‍💻 44 · 🔀 83 · 📦 220K · 📋 110 - 7% open · ⏱️ 14.02.2022):

  git clone https://github.com/davidhalter/parso
  

• PyPi (📥 14M / month · 📦 5.9K · ⏱️ 30.11.2021):

  pip install parso
  

• Conda (📥 9.3M · ⏱️ 01.12.2021):

  conda install -c conda-forge parso
  

flake8-bugbear (🥈30 · ⭐ 810) - A plugin for Flake8 finding likely bugs and design problems.. MIT

• GitHub (👨‍💻 58 · 🔀 67 · 📦 13K · 📋 150 - 32% open · ⏱️ 23.08.2022):

  git clone https://github.com/PyCQA/flake8-bugbear
  

• PyPi (📥 1.5M / month · 📦 960 · ⏱️ 01.07.2022):

  pip install flake8-bugbear
  

• Conda (📥 610K · ⏱️ 23.08.2022):

  conda install -c conda-forge flake8-bugbear
  

pylama (🥈29 · ⭐ 920) - Code audit tool for python. MIT

• GitHub (👨‍💻 48 · 🔀 95 · 📦 4.2K · 📋 130 - 30% open · ⏱️ 08.08.2022):

  git clone https://github.com/klen/pylama
  

• PyPi (📥 130K / month · 📦 600 · ⏱️ 11.03.2022):

  pip install pylama
  

pylint-django (🥈29 · ⭐ 530) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0

• GitHub (👨‍💻 64 · 🔀 110 · 📥 210 · 📦 19K · 📋 200 - 19% open · ⏱️ 12.04.2022):

  git clone https://github.com/PyCQA/pylint-django
  

• PyPi (📥 730K / month · 📦 1.2K · ⏱️ 25.03.2022):

  pip install pylint-django
  

• Conda (📥 100K · ⏱️ 07.04.2022):

  conda install -c conda-forge pylint-django
  

flake8-isort (🥈28 · ⭐ 130) - flake8 plugin that integrates isort. ❗️GPL-2.0

• GitHub (👨‍💻 34 · 🔀 52 · 📦 9.7K · 📋 53 - 16% open · ⏱️ 04.08.2022):

  git clone https://github.com/gforcada/flake8-isort
  

• PyPi (📥 740K / month · 📦 640 · ⏱️ 14.10.2021):

  pip install flake8-isort
  

• Conda (📥 21K · ⏱️ 05.08.2022):

  conda install -c conda-forge flake8-isort
  

mypy-protobuf (🥉27 · ⭐ 490) - open source tools to generate mypy stubs from protobufs. Apache-2

• GitHub (👨‍💻 35 · 🔀 67 · 📋 110 - 4% open · ⏱️ 31.08.2022):

  git clone https://github.com/dropbox/mypy-protobuf
  

• PyPi (📥 1.3M / month · 📦 60 · ⏱️ 23.01.2022):

  pip install mypy-protobuf
  

• Conda (📥 59K · ⏱️ 24.08.2022):

  conda install -c conda-forge mypy-protobuf
  

darglint (🥉27 · ⭐ 440 · 💤) - A python documentation linter which checks that the docstring.. MIT

• GitHub (👨‍💻 22 · 🔀 38 · 📦 6.3K · 📋 150 - 35% open · ⏱️ 18.10.2021):

  git clone https://github.com/terrencepreilly/darglint
  

• PyPi (📥 360K / month · 📦 53 · ⏱️ 18.10.2021):

  pip install darglint
  

• Conda (📥 42K · ⏱️ 05.11.2021):

  conda install -c conda-forge darglint
  

flake8-comprehensions (🥉26 · ⭐ 370) - A flake8 plugin to help you write better.. MIT

• GitHub (👨‍💻 13 · 🔀 17 · 📋 46 - 15% open · ⏱️ 15.08.2022):

  git clone https://github.com/adamchainz/flake8-comprehensions
  

• PyPi (📥 840K / month · 📦 550 · ⏱️ 19.05.2022):

  pip install flake8-comprehensions
  

• Conda (📥 620K · ⏱️ 19.05.2022):

  conda install -c conda-forge flake8-comprehensions
  

hacking (🥉26 · ⭐ 220) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

• GitHub (👨‍💻 180 · 🔀 66 · ⏱️ 10.06.2022):

  git clone https://github.com/openstack/hacking
  

• PyPi (📥 180K / month · 📦 4.4K · ⏱️ 21.04.2021):

  pip install hacking
  

flake8-quotes (🥉26 · ⭐ 150 · 💤) - Flake8 extension for checking quotes in python. MIT

• GitHub (👨‍💻 30 · 🔀 33 · 📦 8.8K · 📋 44 - 6% open · ⏱️ 19.10.2021):

  git clone https://github.com/zheller/flake8-quotes
  

• PyPi (📥 560K / month · 📦 820 · ⏱️ 15.12.2021):

  pip install flake8-quotes
  

• Conda (📥 610K · ⏱️ 19.10.2021):

  conda install -c conda-forge flake8-quotes
  

beartype (🥉25 · ⭐ 1.3K) - Unbearably fast O(1) runtime type-checking in pure Python. MIT

• GitHub (👨‍💻 11 · 🔀 24 · 📋 120 - 19% open · ⏱️ 01.09.2022):

  git clone https://github.com/beartype/beartype
  

• PyPi (📥 120K / month · 📦 30 · ⏱️ 15.03.2022):

  pip install beartype
  

• Conda (📥 22K · ⏱️ 15.03.2022):

  conda install -c conda-forge beartype
  

check-manifest (🥉25 · ⭐ 260) - Tool to check the completeness of MANIFEST.in for Python packages. MIT

• GitHub (👨‍💻 22 · 🔀 35 · 📦 7.8K · 📋 94 - 20% open · ⏱️ 30.05.2022):

  git clone https://github.com/mgedmin/check-manifest
  

• PyPi (📥 200K / month · 📦 2.6K · ⏱️ 13.03.2022):

  pip install check-manifest
  

• Conda (📥 56K · ⏱️ 13.03.2022):

  conda install -c conda-forge check-manifest
  

flake8-eradicate (🥉24 · ⭐ 260) - Flake8 plugin to find commented out or dead code. MIT

• GitHub (👨‍💻 15 · 🔀 12 · 📋 34 - 11% open · ⏱️ 11.08.2022):

  git clone https://github.com/wemake-services/flake8-eradicate
  

• PyPi (📥 430K / month · 📦 93 · ⏱️ 26.04.2022):

  pip install flake8-eradicate
  

• Conda (📥 2.5K · ⏱️ 11.08.2022):

  conda install -c conda-forge flake8-eradicate
  

flake8-commas (🥉24 · ⭐ 130 · 💤) - Flake8 extension for enforcing trailing commas in python. MIT

• GitHub (👨‍💻 12 · 🔀 23 · 📦 6.7K · 📋 31 - 16% open · ⏱️ 13.10.2021):

  git clone https://github.com/PyCQA/flake8-commas
  

• PyPi (📥 350K / month · 📦 330 · ⏱️ 13.10.2021):

  pip install flake8-commas
  

flake8-builtins (🥉24 · ⭐ 85 · 💤) - Check for python builtins being used as variables or.. ❗️GPL-2.0

• GitHub (👨‍💻 15 · 🔀 20 · 📦 4.4K · 📋 37 - 13% open · ⏱️ 20.09.2021):

  git clone https://github.com/gforcada/flake8-builtins
  

• PyPi (📥 540K / month · 📦 300 · ⏱️ 14.05.2020):

  pip install flake8-builtins
  

• Conda (📥 160K · ⏱️ 18.05.2020):

  conda install -c conda-forge flake8-builtins
  

flake8-black (🥉23 · ⭐ 140) - flake8 plugin to run black for checking Python coding style. MIT

• GitHub (👨‍💻 9 · 🔀 9 · 📦 2.5K · 📋 28 - 17% open · ⏱️ 06.08.2022):

  git clone https://github.com/peterjc/flake8-black
  

• PyPi (📥 550K / month · 📦 170 · ⏱️ 16.05.2022):

  pip install flake8-black
  

• Conda (📥 300K · ⏱️ 16.05.2022):

  conda install -c conda-forge flake8-black
  

flake8-bandit (🥉23 · ⭐ 91) - Automated security testing using bandit and flake8. MIT

• GitHub (👨‍💻 12 · 🔀 26 · 📋 26 - 42% open · ⏱️ 29.08.2022):

  git clone https://github.com/tylerwince/flake8-bandit
  

• PyPi (📥 470K / month · 📦 140 · ⏱️ 11.03.2022):

  pip install flake8-bandit
  

Fixit (🥉21 · ⭐ 330) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT

• GitHub (👨‍💻 30 · 🔀 44 · 📦 23 · 📋 57 - 56% open · ⏱️ 20.06.2022):

  git clone https://github.com/Instagram/Fixit
  

• PyPi (📥 13K / month · 📦 2 · ⏱️ 30.07.2021):

  pip install fixit
  

pandas-vet (🥉20 · ⭐ 140 · 💤) - A plugin for Flake8 that checks pandas code. MIT

• GitHub (👨‍💻 12 · 🔀 16 · 📥 44 · 📦 110 · 📋 49 - 38% open · ⏱️ 09.02.2022):

  git clone https://github.com/deppen8/pandas-vet
  

• PyPi (📥 54K / month · 📦 9 · ⏱️ 09.02.2022):

  pip install pandas-vet
  

• Conda (📥 11K · ⏱️ 10.02.2022):

  conda install -c conda-forge pandas-vet
  

nitpick (🥉19 · ⭐ 280) - Enforce the same settings on multiple projects. MIT

• GitHub (👨‍💻 15 · 🔀 18 · 📥 4 · 📋 120 - 36% open · ⏱️ 30.08.2022):

  git clone https://github.com/andreoliwa/nitpick
  

• PyPi (📥 9.8K / month · 📦 4 · ⏱️ 27.03.2022):

  pip install nitpick
  

flake8-simplify (🥉19 · ⭐ 110) - A flake8 plugin that helps you to simplify code. MIT

• GitHub (👨‍💻 9 · 🔀 10 · 📋 92 - 23% open · ⏱️ 28.07.2022):

  git clone https://github.com/MartinThoma/flake8-simplify
  

• PyPi (📥 270K / month · 📦 41 · ⏱️ 29.03.2022):

  pip install flake8-simplify
  

• Conda (📥 12K · ⏱️ 29.07.2022):

  conda install -c conda-forge flake8-simplify
  

pylint-flask (🥉19 · ⭐ 61) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0

• GitHub (👨‍💻 7 · 🔀 9 · 📦 6.5K · 📋 11 - 45% open · ⏱️ 19.07.2022):

  git clone https://github.com/jschaf/pylint-flask
  

• PyPi (📥 350K / month · 📦 360 · ⏱️ 30.01.2019):

  pip install pylint-flask
  

• Conda (📥 60K · ⏱️ 02.02.2019):

  conda install -c conda-forge pylint-flask
  

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

• GitHub (👨‍💻 17 · 🔀 36 · 📦 11 · 📋 46 - 43% open · ⏱️ 12.04.2022):

  git clone https://github.com/justinabrahms/imhotep
  

• PyPi (📥 30 / month · 📦 5 · ⏱️ 20.02.2022):

  pip install imhotep
  

Show 10 hidden projects...

• coala (🥈28 · ⭐ 3.4K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
• pep8-naming (🥈28 · ⭐ 390) - Naming Convention checker for Python. ❗️Saxpath
• flake8-import-order (🥉24 · ⭐ 260 · 💀) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
• data-science-types (🥉23 · ⭐ 190 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
• flakehell (🥉19 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
• flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. MIT
• bellybutton (🥉16 · ⭐ 240 · 💀) - Custom Python linting through AST expressions. MIT
• pycycle (🥉15 · ⭐ 310 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
• yala (🥉14 · ⭐ 13 · 💤) - Yet Another Linter Aggregator. MIT
• linty_fresh (🥉13 · ⭐ 180 · 💀) - Surface lint errors during code review. Apache-2 mypy

Code Formatters

black (🥇44 · ⭐ 29K) - The uncompromising Python code formatter. MIT

• GitHub (👨‍💻 340 · 🔀 1.8K · 📥 24K · 📦 180K · 📋 2.1K - 17% open · ⏱️ 01.09.2022):

  git clone https://github.com/psf/black
  

• PyPi (📥 15M / month · 📦 7.9K · ⏱️ 28.06.2022):

  pip install black
  

• Conda (📥 4.7M · ⏱️ 06.08.2022):

  conda install -c conda-forge black
  

autopep8 (🥈38 · ⭐ 4.1K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT

• GitHub (👨‍💻 54 · 🔀 270 · 📦 130K · 📋 440 - 22% open · ⏱️ 14.08.2022):

  git clone https://github.com/hhatto/autopep8
  

• PyPi (📥 3.6M / month · 📦 5.7K · ⏱️ 24.10.2021):

  pip install autopep8
  

• Conda (📥 800K · ⏱️ 09.08.2022):

  conda install -c conda-forge autopep8
  

isort (🥈37 · ⭐ 5.1K) - A Python utility / library to sort imports. MIT

• GitHub (👨‍💻 260 · 🔀 470 · 📦 270K · 📋 1.1K - 8% open · ⏱️ 20.05.2022):

  git clone https://github.com/PyCQA/isort
  

• PyPi (📥 21M / month · 📦 15K · ⏱️ 09.11.2021):

  pip install isort
  

• Conda (📥 3.5M · ⏱️ 09.11.2021):

  conda install -c conda-forge isort
  

yapf (🥉36 · ⭐ 13K) - A formatter for Python files. Apache-2

• GitHub (👨‍💻 140 · 🔀 860 · 📦 36K · 📋 750 - 46% open · ⏱️ 01.03.2022):

  git clone https://github.com/google/yapf
  

• PyPi (📥 2.1M / month · 📦 2.1K · ⏱️ 26.12.2021):

  pip install yapf
  

• Conda (📥 1.1M · ⏱️ 06.01.2022):

  conda install -c conda-forge yapf
  

docformatter (🥉27 · ⭐ 310) - Formats docstrings to follow PEP 257. MIT

• GitHub (👨‍💻 22 · 🔀 39 · 📋 61 - 18% open · ⏱️ 24.08.2022):

  git clone https://github.com/myint/docformatter
  

• PyPi (📥 220K / month · 📦 99 · ⏱️ 27.12.2020):

  pip install docformatter
  

• Conda (📥 21K · ⏱️ 28.08.2022):

  conda install -c conda-forge docformatter
  

Show 2 hidden projects...

• pyformat (🥉18 · ⭐ 90 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath
• autoimport (🥉16 · ⭐ 49) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0

Code Refactoring

jedi (🥇39 · ⭐ 5.2K) - Awesome autocompletion, static analysis and refactoring library for python. MIT

• GitHub (👨‍💻 150 · 🔀 460 · 📦 220K · 📋 1.3K - 3% open · ⏱️ 22.08.2022):

  git clone https://github.com/davidhalter/jedi
  

• PyPi (📥 15M / month · 📦 8.3K · ⏱️ 17.11.2021):

  pip install jedi
  

• Conda (📥 11M · ⏱️ 08.08.2022):

  conda install -c conda-forge jedi
  

rope (🥇34 · ⭐ 1.4K) - a python refactoring library. ❗️LGPL-3.0

• GitHub (👨‍💻 70 · 🔀 160 · 📋 250 - 29% open · ⏱️ 31.07.2022):

  git clone https://github.com/python-rope/rope
  

• PyPi (📥 810K / month · 📦 1.6K · ⏱️ 22.06.2022):

  pip install rope
  

• Conda (📥 820K · ⏱️ 29.07.2022):

  conda install -c conda-forge rope
  

pyupgrade (🥈30 · ⭐ 1.9K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT

• GitHub (👨‍💻 27 · 🔀 120 · 📋 300 - 2% open · ⏱️ 15.08.2022):

  git clone https://github.com/asottile/pyupgrade
  

• PyPi (📥 310K / month · 📦 52 · ⏱️ 06.06.2022):

  pip install pyupgrade
  

• Conda (📥 410K · ⏱️ 27.07.2022):

  conda install -c conda-forge pyupgrade
  

autoflake (🥈28 · ⭐ 580) - Removes unused imports and unused variables as reported by pyflakes. MIT

• GitHub (👨‍💻 26 · 🔀 60 · 📋 77 - 40% open · ⏱️ 01.09.2022):

  git clone https://github.com/myint/autoflake
  

• PyPi (📥 1.1M / month · 📦 540 · ⏱️ 04.08.2019):

  pip install autoflake
  

• Conda (📥 380K · ⏱️ 01.09.2022):

  conda install -c conda-forge autoflake
  

vulture (🥈27 · ⭐ 2.2K) - Find dead Python code. MIT

• GitHub (👨‍💻 33 · 🔀 100 · 📦 1.9K · 📋 160 - 11% open · ⏱️ 27.07.2022):

  git clone https://github.com/jendrikseipp/vulture
  

• PyPi (📥 360K / month · 📦 220 · ⏱️ 03.07.2022):

  pip install vulture
  

• Conda (📥 58K · ⏱️ 20.05.2022):

  conda install -c conda-forge vulture
  

MonkeyType (🥈24 · ⭐ 3.9K) - A Python library that generates static type annotations by.. BSD-3

• GitHub (👨‍💻 42 · 🔀 140 · 📋 160 - 24% open · ⏱️ 29.08.2022):

  git clone https://github.com/Instagram/MonkeyType
  

• PyPi (📥 59K / month · 📦 25 · ⏱️ 18.02.2022):

  pip install monkeytype
  

• Conda (📥 43K · ⏱️ 19.02.2022):

  conda install -c conda-forge monkeytype
  

redbaron (🥈24 · ⭐ 640 · 💤) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0

• GitHub (👨‍💻 34 · 🔀 73 · 📦 420 · 📋 130 - 63% open · ⏱️ 09.12.2021):

  git clone https://github.com/pycqa/redbaron
  

• PyPi (📥 31K / month · 📦 120 · ⏱️ 17.03.2019):

  pip install redbaron
  

baron (🥉23 · ⭐ 270 · 💤) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0

• GitHub (👨‍💻 33 · 🔀 52 · 📦 230 · 📋 75 - 61% open · ⏱️ 09.12.2021):

  git clone https://github.com/PyCQA/baron
  

• PyPi (📥 32K / month · 📦 59 · ⏱️ 09.12.2021):

  pip install baron
  

Bowler (🥉22 · ⭐ 1.4K) - Safe code refactoring for modern Python. MIT

• GitHub (👨‍💻 27 · 🔀 91 · 📋 80 - 57% open · ⏱️ 04.03.2022):

  git clone https://github.com/facebookincubator/Bowler
  

• PyPi (📥 58K / month · 📦 7 · ⏱️ 17.09.2020):

  pip install bowler
  

• Conda (📥 13K · ⏱️ 12.06.2019):

  conda install -c conda-forge bowler
  

pyannotate (🥉22 · ⭐ 1.3K · 💤) - Auto-generate PEP-484 annotations. Apache-2

• GitHub (👨‍💻 17 · 🔀 56 · 📦 75 · 📋 59 - 44% open · ⏱️ 12.10.2021):

  git clone https://github.com/dropbox/pyannotate
  

• PyPi (📥 5K / month · 📦 18 · ⏱️ 16.09.2019):

  pip install pyannotate
  

add-trailing-comma (🥉22 · ⭐ 250) - A tool (and pre-commit hook) to automatically add trailing.. MIT

• GitHub (👨‍💻 9 · 🔀 18 · 📋 45 - 2% open · ⏱️ 15.08.2022):

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

• PyPi (📥 21K / month · 📦 12 · ⏱️ 17.04.2022):

  pip install add-trailing-comma
  

unimport (🥉19 · ⭐ 150) - A linter, formatter for finding and removing unused import statements. MIT

• GitHub (👨‍💻 12 · 🔀 13 · 📋 88 - 13% open · ⏱️ 29.08.2022):

  git clone https://github.com/hakancelik96/unimport
  

• PyPi (📥 7.3K / month · ⏱️ 29.01.2022):

  pip install unimport
  

retype (🥉16 · ⭐ 130) - Re-apply type annotations from .pyi stubs to your codebase. MIT

• GitHub (👨‍💻 9 · 🔀 17 · ⏱️ 14.08.2022):

  git clone https://github.com/ambv/retype
  

• PyPi (📥 720 / month · 📦 18 · ⏱️ 29.12.2021):

  pip install retype
  

• Conda (📥 18K · ⏱️ 15.08.2022):

  conda install -c conda-forge retype
  

com2ann (🥉16 · ⭐ 120) - Tool for translation type comments to type annotations in Python. MIT

• GitHub (👨‍💻 5 · 🔀 8 · 📦 21 · 📋 25 - 28% open · ⏱️ 19.07.2022):

  git clone https://github.com/ilevkivskyi/com2ann
  

• PyPi (📥 5.1K / month · 📦 1 · ⏱️ 21.08.2021):

  pip install com2ann
  

Show 4 hidden projects...

• eradicate (🥉23 · ⭐ 140) - Removes commented-out code from Python files. ❗️Saxpath
• unify (🥉20 · ⭐ 74 · 💀) - Modifies strings to all use the same quote where possible. MIT
• pep8ify (🥉15 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
• massedit (🥉14 · ⭐ 100 · 💀) - Programmatically edit text files with Python. Useful for source to.. MIT

Code Security

bandit (🥇36 · ⭐ 4.4K · 📉) - Bandit is a tool designed to find common security issues in.. Apache-2

• GitHub (👨‍💻 160 · 🔀 460 · 📥 430 · 📦 19K · 📋 600 - 28% open · ⏱️ 24.08.2022):

  git clone https://github.com/PyCQA/bandit
  

• PyPi (📥 2.5M / month · 📦 1.5K · ⏱️ 04.03.2022):

  pip install bandit
  

• Conda (📥 160K · ⏱️ 16.04.2022):

  conda install -c conda-forge bandit
  

sqlmap (🥈31 · ⭐ 25K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0

• GitHub (👨‍💻 120 · 🔀 4.9K · 📋 4.7K - 1% open · ⏱️ 26.08.2022):

  git clone https://github.com/sqlmapproject/sqlmap
  

• PyPi (📥 5.7K / month · 📦 6 · ⏱️ 03.06.2022):

  pip install sqlmap
  

detect-secrets (🥈31 · ⭐ 2.4K) - An enterprise friendly way of detecting and preventing.. Apache-2

• GitHub (👨‍💻 66 · 🔀 300 · 📋 270 - 35% open · ⏱️ 25.08.2022):

  git clone https://github.com/Yelp/detect-secrets
  

• PyPi (📥 520K / month · 📦 24 · ⏱️ 16.02.2022):

  pip install detect-secrets
  

safety (🥉30 · ⭐ 1.3K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT

• GitHub (👨‍💻 39 · 🔀 120 · 📥 190K · 📦 2 · 📋 150 - 41% open · ⏱️ 22.08.2022):

  git clone https://github.com/pyupio/safety
  

• PyPi (📥 1M / month · 📦 350 · ⏱️ 28.06.2022):

  pip install safety
  

• Conda (📥 37K · ⏱️ 18.07.2022):

  conda install -c conda-forge safety
  

dlint (🥉20 · ⭐ 100) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3

• GitHub (👨‍💻 12 · 🔀 10 · 📋 38 - 55% open · ⏱️ 24.08.2022):

  git clone https://github.com/dlint-py/dlint
  

• PyPi (📥 180K / month · 📦 45 · ⏱️ 27.10.2021):

  pip install dlint
  

• Conda (📥 840 · ⏱️ 10.08.2022):

  conda install -c conda-forge dlint
  

Show 3 hidden projects...

• pyarmor (🥈33 · ⭐ 1.7K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
• pyt (🥉23 · ⭐ 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
• dodgy (🥉20 · ⭐ 110 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT

Virtual Environments

pipenv (🥇44 · ⭐ 23K) - Python Development Workflow for Humans. MIT

• GitHub (👨‍💻 430 · 🔀 1.8K · 📦 34K · 📋 3.8K - 9% open · ⏱️ 01.09.2022):

  git clone https://github.com/pypa/pipenv
  

• PyPi (📥 6.1M / month · 📦 1.2K · ⏱️ 04.07.2022):

  pip install pipenv
  

• Conda (📥 63K · ⏱️ 01.09.2022):

  conda install -c conda-forge pipenv
  

virtualenv (🥈41 · ⭐ 4.2K) - Virtual Python Environment builder. MIT

• GitHub (👨‍💻 220 · 🔀 950 · 📋 1.2K - 6% open · ⏱️ 30.08.2022):

  git clone https://github.com/pypa/virtualenv
  

• PyPi (📥 33M / month · 📦 18K · ⏱️ 27.07.2022):

  pip install virtualenv
  

• Conda (📥 2.5M · ⏱️ 30.08.2022):

  conda install -c conda-forge virtualenv
  

nodeenv (🥈35 · ⭐ 1.5K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

• GitHub (👨‍💻 84 · 🔀 160 · 📦 26K · 📋 170 - 22% open · ⏱️ 20.08.2022):

  git clone https://github.com/ekalinin/nodeenv
  

• PyPi (📥 6.6M / month · 📦 900 · ⏱️ 25.06.2022):

  pip install nodeenv
  

• Conda (📥 1.4M · ⏱️ 25.06.2022):

  conda install -c conda-forge nodeenv
  

pyenv (🥈31 · ⭐ 29K) - Simple Python version management. MIT

• GitHub (👨‍💻 380 · 🔀 2.5K · 📋 1.5K - 3% open · ⏱️ 01.09.2022):

  git clone https://github.com/pyenv/pyenv
  

• PyPi (📥 7.4K / month · 📦 1 · ⏱️ 12.01.2019):

  pip install pyenv
  

pyenv-virtualenv (🥉20 · ⭐ 5.1K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT

• GitHub (👨‍💻 49 · 🔀 340 · 📋 330 - 39% open · ⏱️ 19.05.2022):

  git clone https://github.com/pyenv/pyenv-virtualenv
  

dh-virtualenv (🥉16 · ⭐ 1.5K) - Python virtualenvs in Debian packages. ❗️GPL-2.0

• GitHub (👨‍💻 59 · 🔀 170 · 📋 200 - 13% open · ⏱️ 15.07.2022):

  git clone https://github.com/spotify/dh-virtualenv
  

pyenv-installer (🥉15 · ⭐ 3.4K) - This tool is used to install `pyenv` and friends. MIT

• GitHub (👨‍💻 35 · 🔀 350 · 📋 73 - 9% open · ⏱️ 01.05.2022):

  git clone https://github.com/pyenv/pyenv-installer
  

Show 2 hidden projects...

• vex (🥉18 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
• pipenv-pipes (🥉12 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT

Dependency & Package Managers

pip (🥇47 · ⭐ 8.2K) - The Python package installer. MIT

• GitHub (👨‍💻 690 · 🔀 2.7K · 📦 97K · 📋 6.5K - 15% open · ⏱️ 31.08.2022):

  git clone https://github.com/pypa/pip
  

• PyPi (📥 130M / month · 📦 11K · ⏱️ 31.05.2022):

  pip install pip
  

• Conda (📥 50M · ⏱️ 04.08.2022):

  conda install -c conda-forge pip
  

conda (🥇40 · ⭐ 4.9K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3

• GitHub (👨‍💻 390 · 🔀 1.2K · 📋 8.7K - 11% open · ⏱️ 01.09.2022):

  git clone https://github.com/conda/conda
  

• PyPi (📥 200K / month · 📦 1.1K · ⏱️ 22.04.2017):

  pip install conda
  

• Conda (📥 31M · ⏱️ 18.08.2022):

  conda install -c conda-forge conda
  

poetry (🥈39 · ⭐ 21K) - Python dependency management and packaging made easy. MIT

• GitHub (👨‍💻 380 · 🔀 1.7K · 📥 14M · 📋 4.2K - 23% open · ⏱️ 01.09.2022):

  git clone https://github.com/python-poetry/poetry
  

• PyPi (📥 8M / month · 📦 160 · ⏱️ 06.06.2022):

  pip install poetry
  

• Conda (📥 590K · ⏱️ 31.08.2022):

  conda install -c conda-forge poetry
  

pip-tools (🥈36 · ⭐ 6.2K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

• GitHub (👨‍💻 170 · 🔀 530 · 📋 880 - 15% open · ⏱️ 22.08.2022):

  git clone https://github.com/jazzband/pip-tools
  

• PyPi (📥 7.1M / month · 📦 1.9K · ⏱️ 30.06.2022):

  pip install pip-tools
  

• Conda (📥 49K · ⏱️ 24.05.2022):

  conda install -c conda-forge pip-tools
  

pipreqs (🥈30 · ⭐ 4.5K · 💤) - pipreqs - Generate pip requirements.txt file based on imports of.. Apache-2

• GitHub (👨‍💻 51 · 🔀 300 · 📦 13K · 📋 220 - 57% open · ⏱️ 23.10.2021):

  git clone https://github.com/bndr/pipreqs
  

• PyPi (📥 250K / month · 📦 340 · ⏱️ 23.10.2021):

  pip install pipreqs
  

• Conda (📥 28K · ⏱️ 08.04.2022):

  conda install -c conda-forge pipreqs
  

pipx (🥉29 · ⭐ 5.4K) - Install and Run Python Applications in Isolated Environments. MIT

• GitHub (👨‍💻 81 · 🔀 250 · 📋 510 - 21% open · ⏱️ 17.08.2022):

  git clone https://github.com/pypa/pipx
  

• PyPi (📥 540K / month · 📦 9 · ⏱️ 28.05.2022):

  pip install pipx
  

• Conda (📥 7K · ⏱️ 10.06.2022):

  conda install -c conda-forge pipx
  

mamba (🥉28 · ⭐ 3.6K) - The Fast Cross-Platform Package Manager. BSD-3

• GitHub (👨‍💻 88 · 🔀 190 · 📋 990 - 36% open · ⏱️ 01.09.2022):

  git clone https://github.com/mamba-org/mamba
  

• Conda (📥 4M · ⏱️ 23.08.2022):

  conda install -c conda-forge mamba
  

PDM (🥉28 · ⭐ 3K) - A modern Python package and dependency manager supporting the latest PEP.. MIT

• GitHub (👨‍💻 71 · 🔀 130 · 📥 3 · 📋 730 - 3% open · ⏱️ 01.09.2022):

  git clone https://github.com/pdm-project/pdm
  

• PyPi (📥 72K / month · 📦 2 · ⏱️ 02.07.2022):

  pip install pdm
  

• Conda (📥 28K · ⏱️ 31.08.2022):

  conda install -c conda-forge pdm
  

pyflow (🥉21 · ⭐ 1.1K) - An installation and dependency system for Python. MIT

• GitHub (👨‍💻 28 · 🔀 40 · 📥 4.4K · 📦 41 · 📋 130 - 42% open · ⏱️ 11.03.2022):

  git clone https://github.com/David-OConnor/pyflow
  

• PyPi (📥 120 / month · 📦 1 · ⏱️ 02.07.2021):

  pip install pyflow
  

pip-run (🥉20 · ⭐ 75 · 📈) - pip-run - dynamic dependency loader for Python. MIT

• GitHub (👨‍💻 13 · 🔀 11 · 📋 43 - 6% open · ⏱️ 26.08.2022):

  git clone https://github.com/jaraco/pip-run
  

• PyPi (📥 8.5K / month · 📦 3 · ⏱️ 06.07.2022):

  pip install pip-run
  

Show 1 hidden projects...

• dephell (🥉25 · ⭐ 1.7K · 💀) - Python project management. Manage packages: convert between formats,.. MIT

Code Metrics & Complexity

mccabe (🥇29 · ⭐ 500 · 💤) - McCabe complexity checker for Python. ❗️Saxpath

• GitHub (👨‍💻 21 · 🔀 46 · 📦 290K · 📋 48 - 25% open · ⏱️ 24.01.2022):

  git clone https://github.com/PyCQA/mccabe
  

• PyPi (📥 24M / month · 📦 16K · ⏱️ 24.01.2022):

  pip install mccabe
  

• Conda (📥 5.1M · ⏱️ 24.01.2022):

  conda install -c conda-forge mccabe
  

prospector (🥈28 · ⭐ 1.7K) - Inspects Python source files and provides information about.. ❗️GPL-2.0

• GitHub (👨‍💻 79 · 🔀 150 · 📋 320 - 12% open · ⏱️ 14.08.2022):

  git clone https://github.com/PyCQA/prospector
  

• PyPi (📥 440K / month · 📦 670 · ⏱️ 18.03.2022):

  pip install prospector
  

• Conda (📥 36K · ⏱️ 10.03.2022):

  conda install -c conda-forge prospector
  

radon (🥈27 · ⭐ 1.4K) - Various code metrics for Python code. MIT

• GitHub (👨‍💻 51 · 🔀 97 · 📦 2.7K · 📋 160 - 12% open · ⏱️ 12.05.2022):

  git clone https://github.com/rubik/radon
  

• PyPi (📥 290K / month · 📦 600 · ⏱️ 15.12.2021):

  pip install radon
  

• Conda (📥 45K · ⏱️ 07.09.2021):

  conda install -c conda-forge radon
  

wily (🥉25 · ⭐ 980) - A Python application for tracking, reporting on timing and complexity in.. Apache-2

• GitHub (👨‍💻 20 · 🔀 51 · 📋 87 - 34% open · ⏱️ 25.08.2022):

  git clone https://github.com/tonybaloney/wily
  

• PyPi (📥 21K / month · 📦 10 · ⏱️ 18.05.2022):

  pip install wily
  

xenon (🥉21 · ⭐ 210 · 💤) - Monitoring tool based on radon. MIT

• GitHub (👨‍💻 9 · 🔀 18 · 📦 410 · 📋 33 - 18% open · ⏱️ 24.02.2022):

  git clone https://github.com/rubik/xenon
  

• PyPi (📥 86K / month · 📦 69 · ⏱️ 24.02.2022):

  pip install xenon
  

• Conda (📥 17K · ⏱️ 12.10.2019):

  conda install -c conda-forge xenon
  

Show 1 hidden projects...

• cohesion (🥉13 · ⭐ 170 · 💀) - A tool for measuring Python class cohesion. ❗️GPL-3.0

Logging

rich (🥇42 · ⭐ 39K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT

• GitHub (👨‍💻 180 · 🔀 1.3K · 📦 28K · 📋 910 - 9% open · ⏱️ 26.08.2022):

  git clone https://github.com/Textualize/rich
  

• PyPi (📥 12M / month · 📦 2.1K · ⏱️ 24.05.2022):

  pip install rich
  

• Conda (📥 1.6M · ⏱️ 11.07.2022):

  conda install -c conda-forge rich
  

tqdm (🥇41 · ⭐ 23K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0

• GitHub (👨‍💻 110 · 🔀 1.1K · 📥 9.8K · 📦 320K · 📋 900 - 38% open · ⏱️ 04.04.2022):

  git clone https://github.com/tqdm/tqdm
  

• PyPi (📥 43M / month · 📦 22K · ⏱️ 04.04.2022):

  pip install tqdm
  

• Conda (📥 14M · ⏱️ 04.04.2022):

  conda install -c conda-forge tqdm
  

• Docker Hub (📥 4K · ⭐ 2 · ⏱️ 06.08.2022):

  docker pull tqdm/tqdm
  

sentry-sdk (🥇38 · ⭐ 1.3K) - The official Python SDK for Sentry.io. BSD-2

• GitHub (👨‍💻 140 · 🔀 300 · 📥 4.2K · 📦 24K · 📋 730 - 23% open · ⏱️ 31.08.2022):

  git clone https://github.com/getsentry/sentry-python
  

• PyPi (📥 17M / month · 📦 1K · ⏱️ 22.06.2022):

  pip install sentry-sdk
  

• Conda (📥 220K · ⏱️ 31.08.2022):

  conda install -c conda-forge sentry-sdk
  

loguru (🥈36 · ⭐ 13K · 📉) - Python logging made (stupidly) simple. MIT

• GitHub (👨‍💻 38 · 🔀 540 · 📦 25K · 📋 690 - 17% open · ⏱️ 21.08.2022):

  git clone https://github.com/Delgan/loguru
  

• PyPi (📥 3.4M / month · 📦 1.5K · ⏱️ 20.09.2020):

  pip install loguru
  

• Conda (📥 630K · ⏱️ 08.04.2022):

  conda install -c conda-forge loguru
  

structlog (🥈36 · ⭐ 2.1K) - Structured Logging for Python. Apache-2

• GitHub (👨‍💻 89 · 🔀 160 · 📦 5.1K · 📋 240 - 10% open · ⏱️ 26.08.2022):

  git clone https://github.com/hynek/structlog
  

• PyPi (📥 3.9M / month · 📦 940 · ⏱️ 16.12.2021):

  pip install structlog
  

• Conda (📥 230K · ⏱️ 28.07.2022):

  conda install -c conda-forge structlog
  

tabulate (🥈35 · ⭐ 1.4K) - Pretty-print tabular data in Python, a library and a command-line.. MIT

• GitHub (👨‍💻 76 · 🔀 110 · 📦 84K · 📋 140 - 49% open · ⏱️ 22.06.2022):

  git clone https://github.com/astanin/python-tabulate
  

• PyPi (📥 41M / month · 📦 6.6K · ⏱️ 21.06.2022):

  pip install tabulate
  

• Conda (📥 3M · ⏱️ 22.06.2022):

  conda install -c conda-forge tabulate
  

python-json-logger (🥈35 · ⭐ 1.3K) - Json Formatter for the standard python logger. BSD-2

• GitHub (👨‍💻 54 · 🔀 180 · 📦 28K · 📋 80 - 40% open · ⏱️ 13.07.2022):

  git clone https://github.com/madzak/python-json-logger
  

• PyPi (📥 6.7M / month · 📦 730 · ⏱️ 27.07.2021):

  pip install python-json-logger
  

• Conda (📥 1.4M · ⏱️ 12.10.2020):

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

progressbar2 (🥈31 · ⭐ 780 · 💤) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3

• GitHub (👨‍💻 40 · 🔀 100 · 📥 1.7K · 📦 21K · 📋 200 - 7% open · ⏱️ 05.01.2022):

  git clone https://github.com/WoLpH/python-progressbar
  

• PyPi (📥 13M / month · 📦 1.5K · ⏱️ 05.01.2022):

  pip install progressbar2
  

• Conda (📥 550K · ⏱️ 01.02.2022):

  conda install -c conda-forge progressbar2
  

colorlog (🥈31 · ⭐ 760 · 📈) - A colored formatter for the python logging module. MIT

• GitHub (👨‍💻 30 · 🔀 78 · 📦 17K · ⏱️ 29.08.2022):

  git clone https://github.com/borntyping/python-colorlog
  

• PyPi (📥 8.1M / month · 📦 2.4K · ⏱️ 08.11.2021):

  pip install colorlog
  

• Conda (📥 1.1M · ⏱️ 29.08.2022):

  conda install -c conda-forge colorlog
  

alive-progress (🥉29 · ⭐ 3.7K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT

• GitHub (👨‍💻 7 · 🔀 150 · 📦 1.1K · 📋 150 - 12% open · ⏱️ 16.07.2022):

  git clone https://github.com/rsalmei/alive-progress
  

• PyPi (📥 88K / month · 📦 110 · ⏱️ 01.04.2022):

  pip install alive-progress
  

• Conda (📥 18K · ⏱️ 08.01.2021):

  conda install -c conda-forge alive-progress
  

wasabi (🥉29 · ⭐ 360) - A lightweight console printing and formatting toolkit. MIT

• GitHub (👨‍💻 9 · 🔀 23 · 📦 21K · 📋 8 - 50% open · ⏱️ 01.09.2022):

  git clone https://github.com/ines/wasabi
  

• PyPi (📥 3.8M / month · 📦 290 · ⏱️ 30.03.2022):

  pip install wasabi
  

• Conda (📥 870K · ⏱️ 27.07.2022):

  conda install -c conda-forge wasabi
  

notifiers (🥉25 · ⭐ 2.3K) - The easy way to send notifications. MIT

• GitHub (👨‍💻 19 · 🔀 87 · 📋 98 - 32% open · ⏱️ 14.07.2022):

  git clone https://github.com/liiight/notifiers
  

• PyPi (📥 430K / month · 📦 17 · ⏱️ 10.02.2022):

  pip install notifiers
  

• Conda (📥 24K · ⏱️ 16.11.2021):

  conda install -c conda-forge notifiers
  

stackprinter (🥉25 · ⭐ 1.2K) - Debugging-friendly exceptions for Python. MIT

• GitHub (👨‍💻 6 · 🔀 34 · 📦 130 · 📋 28 - 25% open · ⏱️ 25.08.2022):

  git clone https://github.com/cknd/stackprinter
  

• PyPi (📥 270K / month · 📦 26 · ⏱️ 02.04.2022):

  pip install stackprinter
  

• Conda (📥 3.7K · ⏱️ 31.10.2020):

  conda install -c conda-forge stackprinter
  

rebound (🥉24 · ⭐ 3.9K · 💤) - Command-line tool that instantly fetches Stack Overflow results when.. MIT

• GitHub (👨‍💻 16 · 🔀 370 · 📥 200 · 📦 22 · 📋 58 - 34% open · ⏱️ 16.02.2022):

  git clone https://github.com/shobrook/rebound
  

• PyPi (📥 2K / month · 📦 18 · ⏱️ 25.04.2022):

  pip install rebound
  

• Conda (📥 200K · ⏱️ 22.08.2022):

  conda install -c conda-forge rebound
  

better-exceptions (🥉23 · ⭐ 4.2K) - Pretty and useful exceptions in Python, automatically. MIT

• GitHub (👨‍💻 16 · 🔀 200 · 📋 74 - 39% open · ⏱️ 12.08.2022):

  git clone https://github.com/Qix-/better-exceptions
  

• PyPi (📥 49K / month · 📦 58 · ⏱️ 29.01.2021):

  pip install better-exceptions
  

PrettyErrors (🥉22 · ⭐ 2.6K · 💤) - Prettify Python exception output to make it legible. MIT

• GitHub (👨‍💻 5 · 🔀 78 · 📋 42 - 9% open · ⏱️ 24.11.2021):

  git clone https://github.com/onelivesleft/PrettyErrors
  

• PyPi (📥 28K / month · 📦 45 · ⏱️ 24.11.2021):

  pip install pretty_errors
  

• Conda (📥 6.5K · ⏱️ 27.11.2021):

  conda install -c conda-forge pretty_errors
  

python-devtools (🥉18 · ⭐ 570) - Dev tools for python. MIT

• GitHub (👨‍💻 8 · 🔀 28 · 📋 43 - 13% open · ⏱️ 01.08.2022):

  git clone https://github.com/samuelcolvin/python-devtools
  

• PyPi (📥 420 / month · 📦 1 · ⏱️ 21.08.2017):

  pip install python-devtools
  

• Conda (📥 6.2K · ⏱️ 27.07.2022):

  conda install -c conda-forge python-devtools
  

Show 4 hidden projects...

• logbook (🥈31 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. BSD-3
• prettytable (🥉28 · ⭐ 830) - Display tabular data in a visually appealing ASCII table.. ❗️BSD-1-Clause
• python-coloredlogs (🥉27 · ⭐ 480 · 💀) - Colored terminal output for Pythons logging module. MIT
• tbvaccine (🥉16 · ⭐ 360 · 💀) - A small utility to pretty-print Python tracebacks. MIT

Documentation

🔗 best-of-mkdocs ( ⭐ 38 · 🐣) - Collection of MkDocs projects and plugins.

sphinx (🥇44 · ⭐ 4.9K) - Main repository for the Sphinx documentation builder. BSD-3

• GitHub (👨‍💻 750 · 🔀 1.7K · 📦 220K · 📋 6.2K - 17% open · ⏱️ 28.08.2022):

  git clone https://github.com/sphinx-doc/sphinx
  

• PyPi (📥 7.4M / month · 📦 60K · ⏱️ 02.06.2022):

  pip install sphinx
  

• Conda (📥 5.9M · ⏱️ 02.08.2022):

  conda install -c conda-forge sphinx
  

mkdocs (🥇42 · ⭐ 15K) - Project documentation with Markdown. BSD-2

• GitHub (👨‍💻 220 · 🔀 2K · 📦 25K · 📋 1.7K - 7% open · ⏱️ 24.08.2022):

  git clone https://github.com/mkdocs/mkdocs
  

• PyPi (📥 1M / month · 📦 3.8K · ⏱️ 26.03.2022):

  pip install mkdocs
  

• Conda (📥 200K · ⏱️ 31.03.2022):

  conda install -c conda-forge mkdocs
  

mkdocs-material (🥇41 · ⭐ 11K) - Documentation that simply works. MIT

• GitHub (👨‍💻 160 · 🔀 2.4K · 📦 16K · 📋 1.5K - 0% open · ⏱️ 01.09.2022):

  git clone https://github.com/squidfunk/mkdocs-material
  

• PyPi (📥 1.2M / month · 📦 1.3K · ⏱️ 04.07.2022):

  pip install mkdocs-material
  

• Conda (📥 140K · ⏱️ 27.08.2022):

  conda install -c conda-forge mkdocs-material
  

sphinx_rtd_theme (🥈37 · ⭐ 4.2K) - Sphinx theme for readthedocs.org. MIT

• GitHub (👨‍💻 110 · 🔀 1.7K · 📦 16 · 📋 780 - 28% open · ⏱️ 27.08.2022):

  git clone https://github.com/readthedocs/sphinx_rtd_theme
  

• PyPi (📥 2.7M / month · 📦 6K · ⏱️ 13.09.2021):

  pip install sphinx_rtd_theme
  

• Conda (📥 2.7M · ⏱️ 17.09.2021):

  conda install -c conda-forge sphinx_rtd_theme
  

numpydoc (🥈35 · ⭐ 21K) - Numpys Sphinx extensions. BSD-3

• GitHub (👨‍💻 74 · 🔀 7.2K · 📦 33K · 📋 180 - 34% open · ⏱️ 25.08.2022):

  git clone https://github.com/numpy/numpydoc
  

• PyPi (📥 420K / month · 📦 4.4K · ⏱️ 09.06.2022):

  pip install numpydoc
  

• Conda (📥 1.3M · ⏱️ 19.07.2022):

  conda install -c conda-forge numpydoc
  

breathe (🥈32 · ⭐ 620) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3

• GitHub (👨‍💻 100 · 🔀 160 · 📥 380 · 📦 7.3K · 📋 520 - 26% open · ⏱️ 24.07.2022):

  git clone https://github.com/michaeljones/breathe
  

• PyPi (📥 330K / month · 📦 1K · ⏱️ 20.06.2022):

  pip install breathe
  

• Conda (📥 360K · ⏱️ 21.06.2022):

  conda install -c conda-forge breathe
  

pdoc (🥈31 · ⭐ 1.3K) - API Documentation for Python Projects. Unlicense

• GitHub (👨‍💻 39 · 🔀 150 · 📦 790 · 📋 280 - 3% open · ⏱️ 24.08.2022):

  git clone https://github.com/mitmproxy/pdoc
  

• PyPi (📥 110K / month · 📦 200 · ⏱️ 08.06.2022):

  pip install pdoc
  

alabaster (🥈31 · ⭐ 660 · 💤) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3

• GitHub (👨‍💻 28 · 🔀 180 · 📦 70K · 📋 140 - 61% open · ⏱️ 24.09.2021):

  git clone https://github.com/bitprophet/alabaster
  

• PyPi (📥 5.6M / month · 📦 7.7K · ⏱️ 03.10.2018):

  pip install alabaster
  

• Conda (📥 4.6M · ⏱️ 03.10.2018):

  conda install -c conda-forge alabaster
  

sphinx-autodoc-typehints (🥈29 · ⭐ 440) - Type hints support for the Sphinx autodoc extension. MIT

• GitHub (👨‍💻 44 · 🔀 87 · 📋 140 - 17% open · ⏱️ 08.08.2022):

  git clone https://github.com/tox-dev/sphinx-autodoc-typehints
  

• PyPi (📥 710K / month · 📦 1.4K · ⏱️ 31.07.2022):

  pip install sphinx-autodoc-typehints
  

• Conda (📥 350K · ⏱️ 08.08.2022):

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

mkdocstrings (🥈27 · ⭐ 830) - Automatic documentation from sources, for MkDocs. ISC

• GitHub (👨‍💻 30 · 🔀 76 · 📋 290 - 16% open · ⏱️ 20.08.2022):

  git clone https://github.com/mkdocstrings/mkdocstrings
  

• PyPi (📥 220K / month · 📦 240 · ⏱️ 28.05.2022):

  pip install mkdocstrings
  

• Conda (📥 29K · ⏱️ 29.05.2022):

  conda install -c conda-forge mkdocstrings
  

pdoc3 (🥈26 · ⭐ 870) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0

• GitHub (👨‍💻 58 · 🔀 130 · 📦 1.8K · 📋 300 - 33% open · ⏱️ 19.08.2022):

  git clone https://github.com/pdoc3/pdoc
  

• PyPi (📥 480K / month · 📦 120 · ⏱️ 03.08.2021):

  pip install pdoc3
  

• Conda (📥 910 · ⏱️ 30.11.2020):

  conda install -c anaconda pdoc3
  

sphinx-bootstrap-theme (🥈26 · ⭐ 580 · 💤) - Sphinx Bootstrap Theme. MIT

• GitHub (👨‍💻 39 · 🔀 210 · 📋 140 - 39% open · ⏱️ 03.02.2022):

  git clone https://github.com/ryan-roemer/sphinx-bootstrap-theme
  

• PyPi (📥 200K / month · 📦 600 · ⏱️ 03.02.2022):

  pip install sphinx-bootstrap-theme
  

interrogate (🥉25 · ⭐ 400) - Explain yourself! Interrogate a codebase for docstring coverage. MIT

• GitHub (👨‍💻 12 · 🔀 29 · 📦 2.3K · 📋 50 - 46% open · ⏱️ 29.07.2022):

  git clone https://github.com/econchick/interrogate
  

• PyPi (📥 130K / month · 📦 89 · ⏱️ 10.09.2021):

  pip install interrogate
  

mkdocs-awesome-pages-plugin (🥉23 · ⭐ 260) - An MkDocs plugin that simplifies configuring page.. MIT

• GitHub (👨‍💻 5 · 🔀 25 · 📋 53 - 16% open · ⏱️ 24.07.2022):

  git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
  

• PyPi (📥 66K / month · 📦 78 · ⏱️ 12.02.2022):

  pip install mkdocs-awesome-pages-plugin
  

releases (🥉23 · ⭐ 160 · 📈) - A powerful Sphinx changelog-generating extension. BSD-2

• GitHub (👨‍💻 10 · 🔀 39 · 📦 470 · 📋 73 - 41% open · ⏱️ 27.08.2022):

  git clone https://github.com/bitprophet/releases
  

• PyPi (📥 5.5K / month · 📦 370 · ⏱️ 11.01.2020):

  pip install releases
  

• Conda (📥 46K · ⏱️ 19.10.2021):

  conda install -c conda-forge sphinx-releases
  

blacken-docs (🥉22 · ⭐ 420) - Run `black` on python code blocks in documentation files. MIT

• GitHub (👨‍💻 14 · 🔀 28 · 📋 54 - 7% open · ⏱️ 15.08.2022):

  git clone https://github.com/asottile/blacken-docs
  

• PyPi (📥 26K / month · 📦 17 · ⏱️ 30.01.2022):

  pip install blacken-docs
  

• Conda (📥 23K · ⏱️ 30.01.2022):

  conda install -c conda-forge blacken-docs
  

mkdocs-with-pdf (🥉22 · ⭐ 170 · 💤) - Generate a single PDF file from MkDocs repository. MIT

• GitHub (👨‍💻 6 · 🔀 45 · 📦 160 · 📋 92 - 56% open · ⏱️ 14.10.2021):

  git clone https://github.com/orzih/mkdocs-with-pdf
  

• PyPi (📥 16K / month · ⏱️ 03.07.2021):

  pip install mkdocs-with-pdf
  

mkdocs-pdf-export-plugin (🥉21 · ⭐ 250 · 💤) - An MkDocs plugin to export content pages as PDF files. MIT

• GitHub (👨‍💻 11 · 🔀 37 · 📦 260 · 📋 86 - 47% open · ⏱️ 05.10.2021):

  git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
  

• PyPi (📥 15K / month · 📦 4 · ⏱️ 05.10.2021):

  pip install mkdocs-pdf-export-plugin
  

sphinx-markdown-builder (🥉20 · ⭐ 140 · 💤) - sphinx builder that outputs markdown files. MIT

• GitHub (👨‍💻 17 · 🔀 32 · 📦 280 · 📋 37 - 56% open · ⏱️ 08.01.2022):

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

• PyPi (📥 24K / month · 📦 52 · ⏱️ 08.01.2022):

  pip install sphinx-markdown-builder
  

Griffe (🥉20 · ⭐ 100) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC

• GitHub (👨‍💻 10 · 🔀 15 · 📋 83 - 28% open · ⏱️ 28.06.2022):

  git clone https://github.com/mkdocstrings/griffe
  

• PyPi (📥 160K / month · 📦 3 · ⏱️ 28.06.2022):

  pip install griffe
  

• Conda (📥 34K · ⏱️ 29.06.2022):

  conda install -c conda-forge griffe
  

lazydocs (🥉18 · ⭐ 98) - Generate markdown API documentation from Google-style Python docstring... MIT

• GitHub (👨‍💻 9 · 🔀 23 · 📦 85 · 📋 15 - 20% open · ⏱️ 19.05.2022):

  git clone https://github.com/ml-tooling/lazydocs
  

• PyPi (📥 4.1K / month · 📦 19 · ⏱️ 27.07.2021):

  pip install lazydocs
  

Show 7 hidden projects...

• sphinx-autobuild (🥉25 · ⭐ 420 · 💀) - Watch a Sphinx directory and rebuild the.. MIT
• pycco (🥉22 · ⭐ 800 · 💀) - Literate-style documentation generator. MIT
• portray (🥉21 · ⭐ 800 · 💀) - Your Project with Great Documentation. MIT
• pytkdocs (🥉19 · ⭐ 47) - Load Python objects documentation. ISC
• mkdocs-print-site-plugin (🥉18 · ⭐ 44) - MkDocs Plugin that adds an additional page that.. MIT
• mkdocs-git-revision-date-plugin (🥉18 · ⭐ 43) - MkDocs plugin for setting revision date from git per.. MIT
• mkdocs-versioning (🥉17 · ⭐ 38 · 💀) - A tool that allows for versioning sites built with.. MIT

Debugging Tools

pudb (🥇34 · ⭐ 2.5K) - Full-screen console debugger for Python. MIT

• GitHub (👨‍💻 89 · 🔀 200 · 📦 3.3K · 📋 310 - 48% open · ⏱️ 28.08.2022):

  git clone https://github.com/inducer/pudb
  

• PyPi (📥 240K / month · 📦 740 · ⏱️ 12.03.2022):

  pip install pudb
  

• Conda (📥 140K · ⏱️ 11.01.2022):

  conda install -c conda-forge pudb
  

PySnooper (🥇31 · ⭐ 15K) - Never use print for debugging again. MIT

• GitHub (👨‍💻 27 · 🔀 920 · 📦 760 · 📋 120 - 16% open · ⏱️ 02.04.2022):

  git clone https://github.com/cool-RR/PySnooper
  

• PyPi (📥 190K / month · 📦 48 · ⏱️ 02.04.2022):

  pip install pysnooper
  

• Conda (📥 51K · ⏱️ 04.04.2022):

  conda install -c conda-forge pysnooper
  

pyelftools (🥇31 · ⭐ 1.5K) - Parsing ELF and DWARF in Python. Unlicense

• GitHub (👨‍💻 84 · 🔀 460 · 📦 3.8K · 📋 200 - 31% open · ⏱️ 22.08.2022):

  git clone https://github.com/eliben/pyelftools
  

• PyPi (📥 1.6M / month · 📦 530 · ⏱️ 03.02.2022):

  pip install pyelftools
  

• Conda (📥 98K · ⏱️ 12.08.2022):

  conda install -c conda-forge pyelftools
  

ipdb (🥈30 · ⭐ 1.6K · 💤) - Integration of IPython pdb. BSD-3

• GitHub (👨‍💻 49 · 🔀 130 · 📦 34K · 📋 180 - 34% open · ⏱️ 30.12.2021):

  git clone https://github.com/gotcha/ipdb
  

• PyPi (📥 2.5M / month · 📦 8.7K · ⏱️ 02.06.2021):

  pip install ipdb
  

• Conda (📥 290K · ⏱️ 24.06.2021):

  conda install -c conda-forge ipdb
  

gdbgui (🥈29 · ⭐ 8.8K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0

• GitHub (👨‍💻 40 · 🔀 520 · 📥 10K · 📦 190 · 📋 290 - 43% open · ⏱️ 22.06.2022):

  git clone https://github.com/cs01/gdbgui
  

• PyPi (📥 360K / month · 📦 2 · ⏱️ 22.06.2022):

  pip install gdbgui
  

icecream (🥈27 · ⭐ 6.1K) - Never use print() to debug again. MIT

• GitHub (👨‍💻 19 · 🔀 120 · 📋 100 - 32% open · ⏱️ 21.07.2022):

  git clone https://github.com/gruns/icecream
  

• PyPi (📥 160K / month · 📦 88 · ⏱️ 15.02.2022):

  pip install icecream
  

• Conda (📥 6.7K · ⏱️ 21.07.2022):

  conda install -c conda-forge icecream
  

typeguard (🥈27 · ⭐ 990) - Run-time type checker for Python. MIT

• GitHub (👨‍💻 21 · 🔀 76 · 📋 210 - 20% open · ⏱️ 04.07.2022):

  git clone https://github.com/agronholm/typeguard
  

• PyPi (📥 6.4M / month · 📦 390 · ⏱️ 10.12.2021):

  pip install typeguard
  

• Conda (📥 130K · ⏱️ 27.07.2022):

  conda install -c conda-forge typeguard
  

pdbpp (🥉26 · ⭐ 970) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3

• GitHub (👨‍💻 41 · 🔀 51 · 📦 3K · 📋 190 - 38% open · ⏱️ 14.07.2022):

  git clone https://github.com/pdbpp/pdbpp
  

• PyPi (📥 250K / month · 📦 590 · ⏱️ 09.07.2021):

  pip install pdbpp
  

• Conda (📥 79K · ⏱️ 11.07.2021):

  conda install -c conda-forge pdbpp
  

snoop (🥉22 · ⭐ 800) - A powerful set of Python debugging tools, based on PySnooper. MIT

• GitHub (👨‍💻 21 · 🔀 27 · 📋 43 - 41% open · ⏱️ 26.03.2022):

  git clone https://github.com/alexmojaki/snoop
  

• PyPi (📥 43K / month · 📦 12 · ⏱️ 11.11.2021):

  pip install snoop
  

• Conda (📥 1.1K · ⏱️ 11.11.2021):

  conda install -c conda-forge snoop
  

python-hunter (🥉21 · ⭐ 680 · 💤) - Hunter is a flexible code tracing toolkit. BSD-2

• GitHub (👨‍💻 9 · 🔀 39 · 📦 98 · 📋 87 - 42% open · ⏱️ 15.12.2021):

  git clone https://github.com/ionelmc/python-hunter
  

• PyPi (📥 21K / month · 📦 21 · ⏱️ 15.12.2021):

  pip install hunter
  

• Conda (📥 12K · ⏱️ 16.04.2022):

  conda install -c conda-forge hunter
  

Birdseye (🥉19 · ⭐ 1.5K) - Graphical Python debugger which lets you easily view the values of all.. MIT

• GitHub (👨‍💻 10 · 🔀 74 · 📋 53 - 37% open · ⏱️ 18.05.2022):

  git clone https://github.com/alexmojaki/birdseye
  

• PyPi (📥 1K / month · 📦 4 · ⏱️ 18.05.2022):

  pip install birdseye
  

python-manhole (🥉19 · ⭐ 330 · 💤) - Debugging manhole for python applications. BSD-2

• GitHub (👨‍💻 11 · 🔀 19 · 📦 110 · 📋 21 - 28% open · ⏱️ 02.02.2022):

  git clone https://github.com/ionelmc/python-manhole
  

• PyPi (📥 22K / month · 📦 38 · ⏱️ 08.04.2021):

  pip install manhole
  

• Conda (📥 5.7K · ⏱️ 13.04.2022):

  conda install -c conda-forge manhole
  

reloadium (🥉17 · ⭐ 1.4K) - Advanced Hot Reloading & Profiling for Python. Apache-2

• GitHub (👨‍💻 1 · 🔀 14 · 📋 23 - 39% open · ⏱️ 08.08.2022):

  git clone https://github.com/reloadware/reloadium
  

• PyPi (📥 1.2K / month · ⏱️ 15.06.2022):

  pip install reloadium
  

Show 1 hidden projects...

• pyrasite (🥉21 · ⭐ 2.6K · 💀) - Inject code into running Python processes. ❗️GPL-3.0

Testing Tools

🔗 best-of-web-python - Testing ( ⭐ 1.6K) - Testing libraries & tools for python web frameworks.

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

pytest (🥇47 · ⭐ 9.2K) - The pytest framework makes it easy to write small tests, yet scales.. MIT

• GitHub (👨‍💻 820 · 🔀 2.1K · 📦 560K · 📋 5K - 15% open · ⏱️ 01.09.2022):

  git clone https://github.com/pytest-dev/pytest
  

• PyPi (📥 45M / month · 📦 84K · ⏱️ 23.04.2022):

  pip install pytest
  

• Conda (📥 15M · ⏱️ 23.08.2022):

  conda install -c conda-forge pytest
  

robotframework (🥇41 · ⭐ 7.2K) - Generic automation framework for acceptance testing and RPA. Apache-2

• GitHub (👨‍💻 170 · 🔀 2K · 📥 540 · 📦 5.8K · 📋 3.9K - 6% open · ⏱️ 31.08.2022):

  git clone https://github.com/robotframework/robotframework
  

• PyPi (📥 1.5M / month · 📦 1K · ⏱️ 16.05.2022):

  pip install robotframework
  

• Conda (📥 91K · ⏱️ 17.05.2022):

  conda install -c conda-forge robotframework
  

tox (🥇40 · ⭐ 3K) - Command line driven CI frontend and development task automation tool. MIT

• GitHub (👨‍💻 260 · 🔀 420 · 📦 62K · 📋 1.4K - 4% open · ⏱️ 29.08.2022):

  git clone https://github.com/tox-dev/tox
  

• PyPi (📥 4.9M / month · 📦 21K · ⏱️ 29.06.2022):

  pip install tox
  

• Conda (📥 520K · ⏱️ 30.06.2022):

  conda install -c conda-forge tox
  

hypothesis (🥇39 · ⭐ 6.2K · 📉) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0

• GitHub (👨‍💻 290 · 🔀 530 · 📦 14K · 📋 1.3K - 3% open · ⏱️ 20.08.2022):

  git clone https://github.com/HypothesisWorks/hypothesis
  

• PyPi (📥 3.3M / month · 📦 2K · ⏱️ 05.07.2022):

  pip install hypothesis
  

• Conda (📥 6.1M · ⏱️ 20.08.2022):

  conda install -c conda-forge hypothesis
  

pytest-cov (🥇36 · ⭐ 1.3K) - Coverage plugin for pytest. MIT

• GitHub (👨‍💻 78 · 🔀 170 · 📦 140K · 📋 330 - 35% open · ⏱️ 27.07.2022):

  git clone https://github.com/pytest-dev/pytest-cov
  

• PyPi (📥 15M / month · 📦 28K · ⏱️ 04.10.2021):

  pip install pytest-cov
  

• Conda (📥 6.1M · ⏱️ 04.10.2021):

  conda install -c conda-forge pytest-cov
  

freezegun (🥈35 · ⭐ 3.4K) - Let your Python tests travel through time. Apache-2

• GitHub (👨‍💻 110 · 🔀 240 · 📋 280 - 38% open · ⏱️ 12.08.2022):

  git clone https://github.com/spulec/freezegun
  

• PyPi (📥 5.2M / month · 📦 4.5K · ⏱️ 18.03.2022):

  pip install freezegun
  

• Conda (📥 430K · ⏱️ 12.08.2022):

  conda install -c conda-forge freezegun
  

pyautogui (🥈34 · ⭐ 7.1K · 💤) - A cross-platform GUI automation Python module for human beings... BSD-3

• GitHub (👨‍💻 51 · 🔀 930 · 📦 17K · 📋 620 - 65% open · ⏱️ 14.09.2021):

  git clone https://github.com/asweigart/pyautogui
  

• PyPi (📥 540K / month · 📦 610 · ⏱️ 07.07.2021):

  pip install pyautogui
  

• Conda (📥 160K · ⏱️ 11.11.2021):

  conda install -c conda-forge pyautogui
  

playwright-python (🥈34 · ⭐ 6.8K) - Python version of the Playwright testing and automation.. Apache-2

• GitHub (👨‍💻 26 · 🔀 620 · 📦 1.7K · 📋 790 - 3% open · ⏱️ 25.08.2022):

  git clone https://github.com/microsoft/playwright-python
  

• PyPi (📥 960K / month · 📦 76 · ⏱️ 30.06.2022):

  pip install playwright
  

pytest-mock (🥈34 · ⭐ 1.4K) - Thin-wrapper around the mock package for easier use with pytest. MIT

• GitHub (👨‍💻 59 · 🔀 110 · 📦 30K · 📋 120 - 11% open · ⏱️ 25.07.2022):

  git clone https://github.com/pytest-dev/pytest-mock
  

• PyPi (📥 7.2M / month · 📦 4.4K · ⏱️ 05.07.2022):

  pip install pytest-mock
  

• Conda (📥 1.7M · ⏱️ 05.07.2022):

  conda install -c conda-forge pytest-mock
  

mimesis (🥈32 · ⭐ 3.7K) - Mimesis is a high-performance fake data generator for Python, which.. MIT

• GitHub (👨‍💻 110 · 🔀 290 · 📥 360 · 📋 300 - 0% open · ⏱️ 01.09.2022):

  git clone https://github.com/lk-geimfari/mimesis
  

• PyPi (📥 160K / month · 📦 61 · ⏱️ 22.06.2022):

  pip install mimesis
  

• Conda (📥 39K · ⏱️ 08.08.2022):

  conda install -c conda-forge mimesis
  

pytest-asyncio (🥈32 · ⭐ 990) - Pytest support for asyncio. Apache-2

• GitHub (👨‍💻 38 · 🔀 110 · 📥 34 · 📋 220 - 15% open · ⏱️ 25.08.2022):

  git clone https://github.com/pytest-dev/pytest-asyncio
  

• PyPi (📥 3.8M / month · 📦 2.1K · ⏱️ 15.07.2022):

  pip install pytest-asyncio
  

• Conda (📥 1.2M · ⏱️ 15.07.2022):

  conda install -c conda-forge pytest-asyncio
  

pytest-xdist (🥈32 · ⭐ 970) - pytest plugin for distributed testing and loop-on-failures.. MIT

• GitHub (👨‍💻 83 · 🔀 160 · 📋 490 - 41% open · ⏱️ 23.08.2022):

  git clone https://github.com/pytest-dev/pytest-xdist
  

• PyPi (📥 6.1M / month · 📦 4.7K · ⏱️ 10.12.2021):

  pip install pytest-xdist
  

• Conda (📥 3.2M · ⏱️ 10.12.2021):

  conda install -c conda-forge pytest-xdist
  

nose2 (🥈32 · ⭐ 720) - The successor to nose, based on unittest2. BSD-3

• GitHub (👨‍💻 74 · 🔀 140 · 📦 5.1K · 📋 260 - 18% open · ⏱️ 29.08.2022):

  git clone https://github.com/nose-devs/nose2
  

• PyPi (📥 590K / month · 📦 1.1K · ⏱️ 13.02.2022):

  pip install nose2
  

• Conda (📥 64K · ⏱️ 02.02.2020):

  conda install -c conda-forge nose2
  

pytest-html (🥈32 · ⭐ 520) - Plugin for generating HTML reports for pytest results. MPL-2.0

• GitHub (👨‍💻 45 · 🔀 180 · 📦 23K · 📋 290 - 35% open · ⏱️ 17.07.2022):

  git clone https://github.com/pytest-dev/pytest-html
  

• PyPi (📥 2.4M / month · 📦 680 · ⏱️ 13.12.2020):

  pip install pytest-html
  

• Conda (📥 270K · ⏱️ 13.12.2020):

  conda install -c conda-forge pytest-html
  

factory_boy (🥈31 · ⭐ 2.9K) - A test fixtures replacement for Python. MIT

• GitHub (👨‍💻 120 · 🔀 340 · 📋 520 - 30% open · ⏱️ 17.08.2022):

  git clone https://github.com/FactoryBoy/factory_boy
  

• PyPi (📥 2.2M / month · 📦 740 · ⏱️ 26.10.2021):

  pip install factory_boy
  

• Conda (📥 110K · ⏱️ 26.10.2021):

  conda install -c conda-forge factory_boy
  

pytest-bdd (🥈31 · ⭐ 1.1K) - BDD library for the py.test runner. MIT

• GitHub (👨‍💻 48 · 🔀 180 · 📋 310 - 41% open · ⏱️ 28.08.2022):

  git clone https://github.com/pytest-dev/pytest-bdd
  

• PyPi (📥 550K / month · 📦 170 · ⏱️ 07.07.2022):

  pip install pytest-bdd
  

• Conda (📥 50K · ⏱️ 03.02.2020):

  conda install -c conda-forge pytest-bdd
  

coveralls-python (🥈31 · ⭐ 480) - Show coverage stats online via coveralls.io. MIT

• GitHub (👨‍💻 64 · 🔀 190 · 📦 23K · 📋 160 - 7% open · ⏱️ 26.07.2022):

  git clone https://github.com/TheKevJames/coveralls-python
  

• PyPi (📥 510K / month · 📦 9.3K · ⏱️ 11.11.2021):

  pip install coveralls
  

• Conda (📥 740K · ⏱️ 03.08.2022):

  conda install -c conda-forge coveralls
  

pytest-sugar (🥉29 · ⭐ 890) - a plugin for py.test that changes the default look and feel.. BSD-3

• GitHub (👨‍💻 40 · 🔀 65 · 📦 11K · 📋 120 - 40% open · ⏱️ 10.07.2022):

  git clone https://github.com/Teemu/pytest-sugar
  

• PyPi (📥 810K / month · 📦 2.6K · ⏱️ 10.07.2022):

  pip install pytest-sugar
  

• Conda (📥 150K · ⏱️ 11.07.2022):

  conda install -c conda-forge pytest-sugar
  

ddt (🥉29 · ⭐ 420) - Data-Driven Tests for Python Unittest. MIT

• GitHub (👨‍💻 37 · 🔀 100 · 📦 4.4K · 📋 53 - 22% open · ⏱️ 10.08.2022):

  git clone https://github.com/datadriventests/ddt
  

• PyPi (📥 280K / month · 📦 1.3K · ⏱️ 24.05.2022):

  pip install ddt
  

• Conda (📥 72K · ⏱️ 15.05.2020):

  conda install -c conda-forge ddt
  

nox (🥉28 · ⭐ 860) - Flexible test automation for Python. Apache-2

• GitHub (👨‍💻 78 · 🔀 120 · 📦 2 · 📋 290 - 11% open · ⏱️ 18.08.2022):

  git clone https://github.com/theacodes/nox
  

• PyPi (📥 1.7M / month · 📦 190 · ⏱️ 07.01.2022):

  pip install nox
  

• Conda (📥 97K · ⏱️ 23.04.2022):

  conda install -c conda-forge nox
  

green (🥉28 · ⭐ 740) - Green is a clean, colorful, fast python test runner. MIT

• GitHub (👨‍💻 38 · 🔀 76 · 📦 710 · 📋 170 - 2% open · ⏱️ 26.07.2022):

  git clone https://github.com/CleanCut/green
  

• PyPi (📥 13K / month · 📦 210 · ⏱️ 23.05.2022):

  pip install green
  

• Conda (📥 100K · ⏱️ 21.03.2022):

  conda install -c conda-forge green
  

pytest-testinfra (🥉27 · ⭐ 2.1K) - Testinfra test your infrastructures. Apache-2

• GitHub (👨‍💻 120 · 🔀 300 · 📋 320 - 37% open · ⏱️ 05.07.2022):

  git clone https://github.com/pytest-dev/pytest-testinfra
  

• PyPi (📥 170K / month · 📦 8 · ⏱️ 19.06.2022):

  pip install pytest-testinfra
  

• Conda (📥 5.7K · ⏱️ 23.06.2022):

  conda install -c conda-forge pytest-testinfra
  

pytest-benchmark (🥉27 · ⭐ 960 · 💤) - py.test fixture for benchmarking code. BSD-2

• GitHub (👨‍💻 35 · 🔀 98 · 📦 3.2K · 📋 170 - 52% open · ⏱️ 23.02.2022):

  git clone https://github.com/ionelmc/pytest-benchmark
  

• PyPi (📥 500K / month · 📦 600 · ⏱️ 17.04.2021):

  pip install pytest-benchmark
  

• Conda (📥 1.4M · ⏱️ 29.07.2022):

  conda install -c conda-forge pytest-benchmark
  

asv (🥉26 · ⭐ 710 · 📈) - Airspeed Velocity: A simple Python benchmarking tool with web-based.. BSD-3

• GitHub (👨‍💻 68 · 🔀 160 · 📋 510 - 29% open · ⏱️ 12.04.2022):

  git clone https://github.com/airspeed-velocity/asv
  

• PyPi (📥 23K / month · 📦 67 · ⏱️ 06.02.2022):

  pip install asv
  

• Conda (📥 630K · ⏱️ 24.05.2022):

  conda install -c conda-forge asv
  

pytest-randomly (🥉26 · ⭐ 440) - Pytest plugin to randomly order tests and control random.seed. MIT

• GitHub (👨‍💻 16 · 🔀 23 · 📋 52 - 13% open · ⏱️ 27.08.2022):

  git clone https://github.com/pytest-dev/pytest-randomly
  

• PyPi (📥 680K / month · 📦 190 · ⏱️ 11.05.2022):

  pip install pytest-randomly
  

• Conda (📥 62K · ⏱️ 12.05.2022):

  conda install -c conda-forge pytest-randomly
  

xdoctest (🥉25 · ⭐ 160) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2

• GitHub (👨‍💻 8 · 🔀 8 · 📋 41 - 41% open · ⏱️ 19.08.2022):

  git clone https://github.com/Erotemic/xdoctest
  

• PyPi (📥 120K / month · 📦 85 · ⏱️ 25.03.2022):

  pip install xdoctest
  

• Conda (📥 53K · ⏱️ 23.08.2022):

  conda install -c conda-forge xdoctest
  

pytest-plugins (🥉24 · ⭐ 470) - A grab-bag of nifty pytest plugins. MIT

• GitHub (👨‍💻 61 · 🔀 66 · 📋 100 - 43% open · ⏱️ 25.04.2022):

  git clone https://github.com/man-group/pytest-plugins
  

• PyPi (📥 47K / month · 📦 63 · ⏱️ 28.05.2019):

  pip install pytest-virtualenv
  

• Conda (📥 26K · ⏱️ 18.10.2021):

  conda install -c conda-forge pytest-shutil
  

pytest-mypy (🥉24 · ⭐ 210) - Mypy static type checker plugin for Pytest. MIT

• GitHub (👨‍💻 16 · 🔀 33 · 📦 1.9K · 📋 52 - 17% open · ⏱️ 22.06.2022):

  git clone https://github.com/dbader/pytest-mypy
  

• PyPi (📥 280K / month · 📦 390 · ⏱️ 07.02.2022):

  pip install pytest-mypy
  

• Conda (📥 33K · ⏱️ 24.11.2020):

  conda install -c conda-forge pytest-mypy
  

pytest-testmon (🥉23 · ⭐ 580) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0

• GitHub (👨‍💻 17 · 🔀 34 · 📋 130 - 24% open · ⏱️ 27.08.2022):

  git clone https://github.com/tarpas/pytest-testmon
  

• PyPi (📥 120K / month · 📦 54 · ⏱️ 01.06.2022):

  pip install pytest-testmon
  

• Conda (📥 35K · ⏱️ 03.08.2019):

  conda install -c conda-forge pytest-testmon
  

pytest-docker (🥉22 · ⭐ 310) - Docker-based integration tests. MIT

• GitHub (👨‍💻 16 · 🔀 54 · 📥 87 · 📋 46 - 32% open · ⏱️ 27.07.2022):

  git clone https://github.com/avast/pytest-docker
  

• PyPi (📥 76K / month · 📦 33 · ⏱️ 09.04.2022):

  pip install pytest-docker
  

pytest-lazy-fixture (🥉22 · ⭐ 280 · 💤) - It helps to use fixtures in pytest.mark.parametrize. MIT

• GitHub (👨‍💻 9 · 🔀 18 · 📦 850 · 📋 36 - 41% open · ⏱️ 27.01.2022):

  git clone https://github.com/tvorog/pytest-lazy-fixture
  

• PyPi (📥 340K / month · 📦 54 · ⏱️ 01.02.2020):

  pip install pytest-lazy-fixture
  

• Conda (📥 370K · ⏱️ 01.02.2020):

  conda install -c conda-forge pytest-lazy-fixture
  

pytest-datadir (🥉20 · ⭐ 170) - pytest plugin for manipulating test data directories and.. MIT

• GitHub (👨‍💻 7 · 🔀 20 · 📦 660 · 📋 19 - 42% open · ⏱️ 27.07.2022):

  git clone https://github.com/gabrielcnr/pytest-datadir
  

• PyPi (📥 150K / month · 📦 88 · ⏱️ 22.10.2019):

  pip install pytest-datadir
  

• Conda (📥 130K · ⏱️ 23.10.2019):

  conda install -c conda-forge pytest-datadir
  

Show 9 hidden projects...

• nose (🥈34 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
• PyHamcrest (🥉28 · ⭐ 660) - Hamcrest matchers for Python. ❗Unlicensed
• uiautomator (🥉27 · ⭐ 1.8K · 💀) - Python wrapper of Android uiautomator test tool. MIT
• pytest-watch (🥉26 · ⭐ 650 · 💀) - Local continuous test runner with pytest and watchdog. MIT
• Mamba Test Runner (🥉24 · ⭐ 490 · 💀) - The definitive testing tool for Python. Born under the.. MIT
• sixpack (🥉22 · ⭐ 1.7K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
• assertpy (🥉19 · ⭐ 250 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
• fake2db (🥉18 · ⭐ 2.1K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0
• pytest-play (🥉15 · ⭐ 65 · 💀) - pytest plugin that let you automate actions and.. Apache-2

Code Packaging

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

pyinstaller (🥇41 · ⭐ 9.5K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0

• GitHub (👨‍💻 440 · 🔀 1.8K · 📥 730K · 📦 30K · 📋 4.6K - 6% open · ⏱️ 28.08.2022):

  git clone https://github.com/pyinstaller/pyinstaller
  

• PyPi (📥 870K / month · 📦 190 · ⏱️ 17.05.2022):

  pip install pyinstaller
  

• Conda (📥 340K · ⏱️ 21.05.2022):

  conda install -c conda-forge pyinstaller
  

Nuitka (🥇36 · ⭐ 7.4K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2

• GitHub (👨‍💻 120 · 🔀 410 · 📦 660 · 📋 1.5K - 14% open · ⏱️ 31.08.2022):

  git clone https://github.com/Nuitka/Nuitka
  

• PyPi (📥 57K / month · 📦 37 · ⏱️ 30.06.2022):

  pip install nuitka
  

• Conda (📥 380K · ⏱️ 31.08.2022):

  conda install -c conda-forge nuitka
  

packaging (🥇36 · ⭐ 420) - Core utilities for Python packages. BSD-2

• GitHub (👨‍💻 81 · 🔀 180 · 📥 490 · 📦 440K · 📋 270 - 24% open · ⏱️ 29.08.2022):

  git clone https://github.com/pypa/packaging
  

• PyPi (📥 120M / month · 📦 18K · ⏱️ 18.11.2021):

  pip install packaging
  

• Conda (📥 19M · ⏱️ 18.11.2021):

  conda install -c conda-forge packaging
  

pex (🥈33 · ⭐ 2.1K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2

• GitHub (👨‍💻 110 · 🔀 220 · 📥 1.2M · 📋 920 - 16% open · ⏱️ 28.08.2022):

  git clone https://github.com/pantsbuild/pex
  

• PyPi (📥 550K / month · 📦 130 · ⏱️ 01.07.2022):

  pip install pex
  

PyOxidizer (🥈30 · ⭐ 4.2K) - A modern Python application packaging and distribution tool. MPL-2.0

• GitHub (👨‍💻 52 · 🔀 180 · 📥 4.5K · 📦 140 · 📋 510 - 58% open · ⏱️ 22.08.2022):

  git clone https://github.com/indygreg/PyOxidizer
  

• PyPi (📥 1.9K / month · ⏱️ 05.06.2022):

  pip install pyoxidizer
  

briefcase (🥈30 · ⭐ 1.5K) - Tools to support converting a Python project into a standalone.. BSD-3

• GitHub (👨‍💻 97 · 🔀 230 · 📋 440 - 17% open · ⏱️ 28.08.2022):

  git clone https://github.com/beeware/briefcase
  

• PyPi (📥 3.5K / month · 📦 17 · ⏱️ 27.06.2022):

  pip install briefcase
  

cx_Freeze (🥉29 · ⭐ 960) - Create standalone executables from Python scripts, with the same.. Python-2.0

• GitHub (👨‍💻 98 · 🔀 200 · 📋 770 - 7% open · ⏱️ 01.09.2022):

  git clone https://github.com/marcelotduarte/cx_Freeze
  

• PyPi (📥 40K / month · 📦 35 · ⏱️ 22.06.2022):

  pip install cx_freeze
  

• Conda (📥 150K · ⏱️ 22.06.2022):

  conda install -c conda-forge cx_freeze
  

py2app (🥉25 · ⭐ 210) - py2app is a Python setuptools command which will allow you to make.. MIT

• GitHub (👨‍💻 31 · 🔀 24 · 📋 440 - 32% open · ⏱️ 17.07.2022):

  git clone https://github.com/ronaldoussoren/py2app
  

• PyPi (📥 9.7K / month · 📦 830 · ⏱️ 24.05.2022):

  pip install py2app
  

py2exe (🥉24 · ⭐ 460) - A distutils extension to create standalone Windows programs from Python code. MIT

• GitHub (👨‍💻 15 · 🔀 57 · 📥 10K · 📦 1.5K · 📋 120 - 9% open · ⏱️ 03.07.2022):

  git clone https://github.com/py2exe/py2exe
  

• PyPi (📥 15K / month · 📦 180 · ⏱️ 03.07.2022):

  pip install py2exe
  

shiv (🥉23 · ⭐ 1.5K) - shiv is a command line utility for building fully self contained Python.. BSD-2

• GitHub (👨‍💻 37 · 🔀 84 · 📥 320 · 📋 110 - 35% open · ⏱️ 17.08.2022):

  git clone https://github.com/linkedin/shiv
  

• PyPi (📥 16K / month · 📦 12 · ⏱️ 24.01.2022):

  pip install shiv
  

pynsist (🥉22 · ⭐ 800) - Build Windows installers for Python applications. MIT

• GitHub (👨‍💻 30 · 🔀 110 · 📋 170 - 16% open · ⏱️ 21.04.2022):

  git clone https://github.com/takluyver/pynsist
  

• PyPi (📥 1.8K / month · 📦 47 · ⏱️ 21.03.2022):

  pip install pynsist
  

constructor (🥉22 · ⭐ 370) - tool for creating installers from conda packages. BSD-3

• GitHub (👨‍💻 56 · 🔀 140 · 📥 230 · 📦 12 · 📋 310 - 20% open · ⏱️ 30.08.2022):

  git clone https://github.com/conda/constructor
  

• Conda (📥 7.2K · ⏱️ 02.05.2022):

  conda install -c anaconda constructor
  

xar (🥉20 · ⭐ 1.5K) - executable archive format. BSD-3

• GitHub (👨‍💻 37 · 🔀 50 · 📦 21 · 📋 33 - 24% open · ⏱️ 06.08.2022):

  git clone https://github.com/facebookincubator/xar
  

• PyPi (📥 110 / month · ⏱️ 02.12.2020):

  pip install xar
  

Show 2 hidden projects...

• subpar (🥉13 · ⭐ 530 · 💀) - Subpar is a utility for creating self-contained python.. Apache-2
• pyship (🥉11 · ⭐ 27 · 💀) - pyship - ship Python desktop apps to end users. MIT

Build Tools

setuptools (🥇45 · ⭐ 1.8K) - Official project repository for the Setuptools build system. MIT

• GitHub (👨‍💻 540 · 🔀 920 · 📦 190K · 📋 2.1K - 23% open · ⏱️ 26.08.2022):

  git clone https://github.com/pypa/setuptools
  

• PyPi (📥 290M / month · 📦 37K · ⏱️ 04.07.2022):

  pip install setuptools
  

• Conda (📥 52M · ⏱️ 26.08.2022):

  conda install -c conda-forge setuptools
  

buildbot (🥇35 · ⭐ 4.9K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0

• GitHub (👨‍💻 820 · 🔀 1.6K · 📥 28K · 📦 300 · 📋 1.4K - 45% open · ⏱️ 29.08.2022):

  git clone https://github.com/buildbot/buildbot
  

• PyPi (📥 31K / month · 📦 460 · ⏱️ 06.03.2022):

  pip install buildbot
  

• Conda (📥 62K · ⏱️ 25.08.2022):

  conda install -c conda-forge buildbot
  

scons (🥇35 · ⭐ 1.5K) - SCons - a software construction tool. MIT

• GitHub (👨‍💻 140 · 🔀 270 · 📥 620 · 📋 3.3K - 19% open · ⏱️ 21.08.2022):

  git clone https://github.com/SCons/scons
  

• PyPi (📥 250K / month · 📦 48 · ⏱️ 17.11.2021):

  pip install scons
  

• Conda (📥 330K · ⏱️ 04.08.2022):

  conda install -c conda-forge scons
  

twine (🥇35 · ⭐ 1.3K) - Utilities for interacting with PyPI. Apache-2

• GitHub (👨‍💻 110 · 🔀 270 · 📦 70K · 📋 420 - 9% open · ⏱️ 01.06.2022):

  git clone https://github.com/pypa/twine
  

• PyPi (📥 3.2M / month · 📦 13K · ⏱️ 01.06.2022):

  pip install twine
  

• Conda (📥 540K · ⏱️ 09.06.2022):

  conda install -c conda-forge twine
  

invoke (🥈34 · ⭐ 3.7K) - Pythonic task management & command execution. BSD-2

• GitHub (👨‍💻 57 · 🔀 320 · 📦 13K · 📋 710 - 47% open · ⏱️ 07.06.2022):

  git clone https://github.com/pyinvoke/invoke
  

• PyPi (📥 4.7M / month · 📦 2.6K · ⏱️ 11.05.2022):

  pip install invoke
  

• Conda (📥 740K · ⏱️ 11.05.2022):

  conda install -c conda-forge invoke
  

setuptools_scm (🥈34 · ⭐ 620) - the blessed package to manage your versions by scm tags. MIT

• GitHub (👨‍💻 110 · 🔀 170 · 📋 430 - 19% open · ⏱️ 20.08.2022):

  git clone https://github.com/pypa/setuptools_scm
  

• PyPi (📥 17M / month · 📦 520 · ⏱️ 01.07.2022):

  pip install setuptools_scm
  

• Conda (📥 1.1M · ⏱️ 11.07.2022):

  conda install -c conda-forge setuptools_scm
  

wheel (🥉33 · ⭐ 340) - The official binary distribution format for Python. MIT

• GitHub (👨‍💻 65 · 🔀 100 · 📋 340 - 10% open · ⏱️ 27.07.2022):

  git clone https://github.com/pypa/wheel
  

• PyPi (📥 120M / month · 📦 35K · ⏱️ 22.12.2021):

  pip install wheel
  

• Conda (📥 40M · ⏱️ 22.12.2021):

  conda install -c conda-forge wheel
  

doit (🥉32 · ⭐ 1.4K) - task management & automation tool. MIT

• GitHub (👨‍💻 64 · 🔀 150 · 📦 1K · 📋 280 - 24% open · ⏱️ 01.08.2022):

  git clone https://github.com/pydoit/doit
  

• PyPi (📥 280K / month · 📦 280 · ⏱️ 22.04.2022):

  pip install doit
  

• Conda (📥 120K · ⏱️ 22.04.2022):

  conda install -c conda-forge doit
  

pybuilder (🥉30 · ⭐ 1.4K) - Software build automation tool for Python. Apache-2

• GitHub (👨‍💻 38 · 🔀 240 · 📋 510 - 18% open · ⏱️ 20.08.2022):

  git clone https://github.com/pybuilder/pybuilder
  

• PyPi (📥 28K / month · 📦 61 · ⏱️ 10.06.2022):

  pip install pybuilder
  

• Conda (📥 19K · ⏱️ 11.08.2022):

  conda install -c conda-forge pybuilder
  

flit (🥉29 · ⭐ 1.8K) - Simplified packaging of Python modules. BSD-3

• GitHub (👨‍💻 57 · 🔀 100 · 📋 350 - 32% open · ⏱️ 02.08.2022):

  git clone https://github.com/pypa/flit
  

• PyPi (📥 220K / month · 📦 230 · ⏱️ 23.02.2022):

  pip install flit
  

• Conda (📥 120K · ⏱️ 23.02.2022):

  conda install -c conda-forge flit
  

universal-build (🥉13 · ⭐ 18 · 💤) - Universal build utilities for containerized build pipelines. MIT

• GitHub (👨‍💻 4 · 🔀 6 · 📥 16 · 📦 9 · ⏱️ 17.11.2021):

  git clone https://github.com/ml-tooling/universal-build
  

• PyPi (📥 66 / month · 📦 5 · ⏱️ 12.12.2020):

  pip install universal-build
  

Show 3 hidden projects...

• buildout (🥉28 · ⭐ 540) - Buildout is a deployment automation tool written in and extended.. ❗️ZPL-2.1
• paver (🥉24 · ⭐ 450 · 💀) - Python-based project scripting. BSD-3
• pynt (🥉18 · ⭐ 150 · 💀) - A pynt of Python build. MIT

System Monitoring & Profiling

psutil (🥇44 · ⭐ 8.7K) - Cross-platform lib for process and system monitoring in Python. BSD-3

• GitHub (👨‍💻 180 · 🔀 1.3K · 📦 200K · 📋 1.6K - 16% open · ⏱️ 27.08.2022):

  git clone https://github.com/giampaolo/psutil
  

• PyPi (📥 57M / month · 📦 16K · ⏱️ 20.05.2022):

  pip install psutil
  

• Conda (📥 14M · ⏱️ 20.05.2022):

  conda install -c conda-forge psutil
  

Glances (🥇37 · ⭐ 21K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0

• GitHub (👨‍💻 160 · 🔀 1.3K · 📥 800 · 📦 500 · 📋 1.5K - 14% open · ⏱️ 29.08.2022):

  git clone https://github.com/nicolargo/glances
  

• PyPi (📥 140K / month · 📦 50 · ⏱️ 26.05.2022):

  pip install glances
  

• Conda (📥 170K · ⏱️ 28.07.2022):

  conda install -c conda-forge glances
  

py-spy (🥈32 · ⭐ 8.9K) - Sampling profiler for Python programs. MIT

• GitHub (👨‍💻 30 · 🔀 310 · 📥 9.8K · 📦 300 · 📋 260 - 33% open · ⏱️ 21.08.2022):

  git clone https://github.com/benfred/py-spy
  

• PyPi (📥 920K / month · 📦 38 · ⏱️ 17.05.2022):

  pip install py-spy
  

• Conda (📥 330K · ⏱️ 18.12.2021):

  conda install -c conda-forge py-spy
  

• Cargo (📥 720 / month · 📦 1 · ⏱️ 17.05.2022):

  cargo install py-spy
  

Scalene (🥈31 · ⭐ 6K · 📈) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

• GitHub (👨‍💻 31 · 🔀 220 · 📦 120 · 📋 230 - 28% open · ⏱️ 29.08.2022):

  git clone https://github.com/plasma-umass/scalene
  

• PyPi (📥 11K / month · 📦 3 · ⏱️ 29.04.2022):

  pip install scalene
  

pyinstrument (🥈31 · ⭐ 4.6K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3

• GitHub (👨‍💻 44 · 🔀 190 · 📦 870 · 📋 100 - 15% open · ⏱️ 21.08.2022):

  git clone https://github.com/joerick/pyinstrument
  

• PyPi (📥 390K / month · 📦 110 · ⏱️ 03.07.2022):

  pip install pyinstrument
  

• Conda (📥 130K · ⏱️ 21.08.2022):

  conda install -c conda-forge pyinstrument
  

Diamond (🥈30 · ⭐ 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT

• GitHub (👨‍💻 380 · 🔀 590 · 📦 100 · 📋 400 - 58% open · ⏱️ 16.08.2022):

  git clone https://github.com/python-diamond/Diamond
  

• PyPi (📥 39K / month · 📦 32 · ⏱️ 25.11.2016):

  pip install diamond
  

Yappi (🥈29 · ⭐ 960) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT

• GitHub (👨‍💻 26 · 🔀 55 · 📦 630 · 📋 65 - 30% open · ⏱️ 22.08.2022):

  git clone https://github.com/sumerc/yappi
  

• PyPi (📥 1.2M / month · 📦 340 · ⏱️ 20.05.2022):

  pip install yappi
  

• Conda (📥 120K · ⏱️ 03.08.2022):

  conda install -c conda-forge yappi
  

memray (🥉28 · ⭐ 9.2K · 🐣) - Memray is a memory profiler for Python. Apache-2

• GitHub (👨‍💻 21 · 🔀 250 · 📦 29 · 📋 60 - 11% open · ⏱️ 31.08.2022):

  git clone https://github.com/bloomberg/memray
  

• PyPi (📥 40K / month · 📦 1 · ⏱️ 16.05.2022):

  pip install memray
  

• Conda (📥 4.7K · ⏱️ 30.08.2022):

  conda install -c conda-forge memray
  

memory-profiler (🥉28 · ⭐ 3.5K) - Monitor Memory usage of Python code. BSD-3

• GitHub (👨‍💻 98 · 🔀 350 · 📋 220 - 51% open · ⏱️ 28.06.2022):

  git clone https://github.com/pythonprofilers/memory_profiler
  

• PyPi (📥 560K / month · 📦 170 · ⏱️ 18.12.2021):

  pip install memory_profiler
  

• Conda (📥 210K · ⏱️ 19.12.2021):

  conda install -c conda-forge memory_profiler
  

pympler (🥉26 · ⭐ 960) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2

• GitHub (👨‍💻 29 · 🔀 77 · 📋 100 - 50% open · ⏱️ 24.07.2022):

  git clone https://github.com/pympler/pympler
  

• PyPi (📥 1.3M / month · 📦 310 · ⏱️ 22.12.2021):

  pip install pympler
  

• Conda (📥 210K · ⏱️ 24.07.2022):

  conda install -c conda-forge pympler
  

line_profiler (🥉25 · ⭐ 1.4K) - Line-by-line profiling for Python. BSD-3

• GitHub (👨‍💻 32 · 🔀 77 · 📋 61 - 45% open · ⏱️ 17.08.2022):

  git clone https://github.com/pyutils/line_profiler
  

• PyPi (📥 220K / month · 📦 37 · ⏱️ 01.04.2022):

  pip install line_profiler
  

• Conda (📥 270K · ⏱️ 22.03.2022):

  conda install -c conda-forge line_profiler
  

Bpytop (🥉24 · ⭐ 8.7K) - Linux/OSX/FreeBSD resource monitor. Apache-2

• GitHub (👨‍💻 35 · 🔀 340 · 📋 290 - 22% open · ⏱️ 06.03.2022):

  git clone https://github.com/aristocratos/bpytop
  

• PyPi (📥 7K / month · 📦 1 · ⏱️ 22.12.2021):

  pip install bpytop
  

• Conda (📥 6.9K · ⏱️ 22.12.2021):

  conda install -c conda-forge bpytop
  

vprof (🥉23 · ⭐ 3.9K) - Visual profiler for Python. BSD-2

• GitHub (👨‍💻 17 · 🔀 170 · 📦 97 · 📋 83 - 32% open · ⏱️ 15.07.2022):

  git clone https://github.com/nvdv/vprof
  

• PyPi (📥 5.1K / month · 📦 16 · ⏱️ 29.02.2020):

  pip install vprof
  

heartrate (🥉19 · ⭐ 1.5K · 💤) - Simple real time visualisation of the execution of a Python program. MIT

• GitHub (👨‍💻 3 · 🔀 120 · 📦 40 · 📋 8 - 50% open · ⏱️ 13.11.2021):

  git clone https://github.com/alexmojaki/heartrate
  

• PyPi (📥 710 / month · 📦 3 · ⏱️ 13.11.2021):

  pip install heartrate
  

• Conda (📥 1.2K · ⏱️ 13.11.2021):

  conda install -c conda-forge heartrate
  

pyheat (🥉18 · ⭐ 720 · 💤) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT

• GitHub (👨‍💻 5 · 🔀 40 · 📦 41 · 📋 14 - 35% open · ⏱️ 18.09.2021):

  git clone https://github.com/csurfer/pyheat
  

• PyPi (📥 1.7K / month · 📦 6 · ⏱️ 06.12.2018):

  pip install py-heat
  

Show 3 hidden projects...

• memory_profiler (🥉25 · ⭐ 3.5K · 💀) - Monitor Memory usage of Python code. BSD-3
• Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
• livepython (🥉12 · ⭐ 2.5K · 💀) - Visually trace Python code in real-time. MIT

AST Tools

executing (🥇30 · ⭐ 180) - Get information about what a Python frame is currently doing,.. MIT

• GitHub (👨‍💻 6 · 🔀 22 · 📦 27K · 📋 20 - 40% open · ⏱️ 28.08.2022):

  git clone https://github.com/alexmojaki/executing
  

• PyPi (📥 6.7M / month · 📦 56 · ⏱️ 27.02.2022):

  pip install executing
  

• Conda (📥 2.8M · ⏱️ 29.08.2022):

  conda install -c conda-forge executing
  

typed_ast (🥈29 · ⭐ 210) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2

• GitHub (👨‍💻 25 · 🔀 52 · 📋 89 - 3% open · ⏱️ 15.07.2022):

  git clone https://github.com/python/typed_ast
  

• PyPi (📥 12M / month · 📦 5.5K · ⏱️ 21.05.2022):

  pip install typed_ast
  

• Conda (📥 5.2M · ⏱️ 22.05.2022):

  conda install -c conda-forge typed-ast
  

astor (🥈28 · ⭐ 680) - Python AST read/write. BSD-3

• GitHub (👨‍💻 32 · 🔀 88 · 📋 110 - 31% open · ⏱️ 25.06.2022):

  git clone https://github.com/berkerpeksag/astor
  

• PyPi (📥 4.8M / month · 📦 2.1K · ⏱️ 10.12.2019):

  pip install astor
  

• Conda (📥 1.7M · ⏱️ 01.07.2020):

  conda install -c conda-forge astor
  

gast (🥉27 · ⭐ 120 · 💤) - Python AST that abstracts the underlying Python version. BSD-3

• GitHub (👨‍💻 10 · 🔀 26 · 📦 94K · 📋 29 - 3% open · ⏱️ 24.02.2022):

  git clone https://github.com/serge-sans-paille/gast
  

• PyPi (📥 12M / month · 📦 1.9K · ⏱️ 13.11.2021):

  pip install gast
  

• Conda (📥 1.7M · ⏱️ 15.11.2021):

  conda install -c conda-forge gast
  

asteval (🥉23 · ⭐ 140) - minimalistic evaluator of python expression using ast module. MIT

• GitHub (👨‍💻 21 · 🔀 34 · 📋 57 - 12% open · ⏱️ 15.07.2022):

  git clone https://github.com/newville/asteval
  

• PyPi (📥 200K / month · 📦 160 · ⏱️ 24.05.2022):

  pip install asteval
  

• Conda (📥 200K · ⏱️ 25.05.2022):

  conda install -c conda-forge asteval
  

Show 1 hidden projects...

• astunparse (🥉27 · ⭐ 180 · 💀) - An AST unparser for Python. BSD-3

Others

pre-commit (🥇39 · ⭐ 8.7K) - A framework for managing and maintaining multi-language pre-commit.. MIT

• GitHub (👨‍💻 140 · 🔀 620 · 📥 110K · 📦 59K · 📋 1.5K - 1% open · ⏱️ 15.08.2022):

  git clone https://github.com/pre-commit/pre-commit
  

• PyPi (📥 6.3M / month · 📦 3.4K · ⏱️ 05.05.2022):

  pip install pre-commit
  

• Conda (📥 1.7M · ⏱️ 11.07.2022):

  conda install -c conda-forge pre-commit
  

---

Related Resources

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

Contribution

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

• Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
• Modify the projects.yaml with your additions or changes, and submit a pull request. This can also be done directly via the Github UI.

If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.

For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.

License