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

Machine Learning Tooling

Last update: Jan 7, 2023

Related tags

Documentation refactoring python debugging formatter awesome linter sphinx conda mkdocs pytest pip developer-tools flake8 awesome-list pylint linters best-of style-checkers python-devtools best-of-list

Overview

Best-of Python Developer Tools

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

This curated list contains 250 awesome open-source projects with a total of 540K 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!

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Linters & Style Checkers 42 projects
Code Formatters 6 projects
Code Refactoring 18 projects
Code Security 7 projects
Virtual Environments 8 projects
Dependency & Package Mangers 10 projects
Code Metrics & Complexity 6 projects
Logging 19 projects
Documentation 25 projects
Debugging Tools 13 projects
Testing Tools 43 projects
Code Packaging 15 projects
Build Tools 14 projects
System Monitoring & Profiling 15 projects
AST Tools 5 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 ( 🥇 35 · ⭐ 9.9K) - Optional static typing for Python 3 and 2 (PEP 484). MIT

GitHub ( 👨‍💻 440 · 🔀 1.6K · 📦 27K · 📋 6K - 25% open · ⏱️ 02.02.2021):
```
 git clone https://github.com/python/mypy
```
PyPi ( 📥 2.1M / month · 📦 6.1K · ⏱️ 22.01.2021):
```
 pip install mypy
```
Conda ( 📥 660K · ⏱️ 22.01.2021):
```
 conda install -c conda-forge mypy
```

flake8 ( 🥇 34 · ⭐ 1.1K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT

GitHub ( 👨‍💻 150 · 🔀 180 · 📦 150K · ⏱️ 07.01.2021):
```
 git clone https://github.com/PyCQA/flake8
```
PyPi ( 📥 3.7M / month · 📦 71K · ⏱️ 02.10.2020):
```
 pip install flake8
```
Conda ( 📥 1.9M · ⏱️ 05.10.2020):
```
 conda install -c conda-forge flake8
```

pycodestyle ( 🥇 33 · ⭐ 4.2K) - Simple Python style checker in one Python file. ❗️Saxpath

GitHub ( 👨‍💻 120 · 🔀 590 · 📦 120K · 📋 630 - 17% open · ⏱️ 07.01.2021):
```
 git clone https://github.com/PyCQA/pycodestyle
```
PyPi ( 📥 5.3M / month · 📦 21K · ⏱️ 11.05.2020):
```
 pip install pycodestyle
```

Conda ( 📥 2.1M · ⏱️ 12.05.2020):

 conda install -c conda-forge pycodestyle

pylint ( 🥇 33 · ⭐ 3.2K · 📉 ) - It's not just a linter that annoys you!. ❗️GPL-2.0

GitHub ( 👨‍💻 360 · 🔀 670 · 📦 180K · 📋 3.2K - 20% open · ⏱️ 24.01.2021):
```
 git clone https://github.com/PyCQA/pylint
```
PyPi ( 📥 3M / month · 📦 38K · ⏱️ 21.08.2020):
```
 pip install pylint
```
Conda ( 📥 1.5M · ⏱️ 13.10.2020):
```
 conda install -c conda-forge pylint
```

parso ( 🥇 32 · ⭐ 380) - A Python Parser. MIT

GitHub ( 👨‍💻 37 · 🔀 62 · 📦 110K · 📋 87 - 8% open · ⏱️ 26.01.2021):
```
 git clone https://github.com/davidhalter/parso
```
PyPi ( 📥 6.9M / month · 📦 11K · ⏱️ 10.12.2020):
```
 pip install parso
```
Conda ( 📥 3.1M · ⏱️ 10.12.2020):
```
 conda install -c conda-forge parso
```

pyflakes ( 🥈 31 · ⭐ 980) - A simple program which checks Python source files for errors. MIT

GitHub ( 👨‍💻 74 · 🔀 140 · 📦 77K · 📋 410 - 22% open · ⏱️ 05.01.2021):
```
 git clone https://github.com/PyCQA/pyflakes
```
PyPi ( 📥 3.9M / month · 📦 26K · ⏱️ 10.04.2020):
```
 pip install pyflakes
```
Conda ( 📥 2M · ⏱️ 10.04.2020):
```
 conda install -c conda-forge pyflakes
```

pydocstyle ( 🥈 28 · ⭐ 740 · 📉 ) - docstring style checker. MIT

GitHub ( 👨‍💻 71 · 🔀 140 · 📥 51 · 📦 14K · 📋 260 - 26% open · ⏱️ 19.09.2020):
```
 git clone https://github.com/PyCQA/pydocstyle
```
PyPi ( 📥 530K / month · 📦 3.9K · ⏱️ 29.08.2020):
```
 pip install pydocstyle
```

Conda ( 📥 290K · ⏱️ 30.08.2020):

 conda install -c conda-forge pydocstyle

flake8-bugbear ( 🥈 28 · ⭐ 500) - A plugin for Flake8 finding likely bugs and design problems.. MIT

GitHub ( 👨‍💻 32 · 🔀 37 · 📦 3K · 📋 82 - 41% open · ⏱️ 29.11.2020):
```
 git clone https://github.com/PyCQA/flake8-bugbear
```
PyPi ( 📥 240K / month · 📦 1K · ⏱️ 23.11.2020):
```
 pip install flake8-bugbear
```

Conda ( 📥 180K · ⏱️ 24.11.2020):

 conda install -c conda-forge flake8-bugbear

hacking ( 🥈 28 · ⭐ 210) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

GitHub ( 👨‍💻 180 · 🔀 68 · ⏱️ 26.01.2021):
```
 git clone https://github.com/openstack/hacking
```
PyPi ( 📥 43K / month · 📦 8.7K · ⏱️ 12.11.2020):
```
 pip install hacking
```

pyre-check ( 🥈 27 · ⭐ 5.2K) - Performant type-checking for python. MIT

GitHub ( 👨‍💻 140 · 🔀 300 · 📋 240 - 27% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/facebook/pyre-check
```
PyPi ( 📥 5K / month · 📦 46 · ⏱️ 16.01.2021):
```
 pip install pyre-check
```

pytype ( 🥈 27 · ⭐ 3.1K) - A static type analyzer for Python code. Apache-2

GitHub ( 👨‍💻 56 · 🔀 180 · 📋 390 - 25% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/google/pytype
```
PyPi ( 📥 38K / month · 📦 88 · ⏱️ 29.01.2021):
```
 pip install pytype
```
Conda ( 📥 27K · ⏱️ 13.10.2020):
```
 conda install -c conda-forge pytype
```

wemake-python-styleguide ( 🥈 27 · ⭐ 1.4K) - The strictest and most opinionated python linter ever!. MIT

GitHub ( 👨‍💻 130 · 🔀 260 · 📦 250 · 📋 920 - 11% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/wemake-services/wemake-python-styleguide
```
PyPi ( 📥 16K / month · 📦 7 · ⏱️ 29.07.2020):
```
 pip install wemake-python-styleguide
```

pylint-django ( 🥈 27 · ⭐ 440) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0

GitHub ( 👨‍💻 55 · 🔀 93 · 📥 180 · 📦 12K · 📋 170 - 13% open · ⏱️ 10.01.2021):
```
 git clone https://github.com/PyCQA/pylint-django
```
PyPi ( 📥 240K / month · 📦 2.2K · ⏱️ 10.01.2021):
```
 pip install pylint-django
```

Conda ( 📥 70K · ⏱️ 12.01.2021):

 conda install -c conda-forge pylint-django

pyright ( 🥈 26 · ⭐ 6.3K) - Static type checker for Python. MIT

GitHub ( 👨‍💻 49 · 🔀 270 · 📦 38 · 📋 1.2K - 0% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/Microsoft/pyright
```
NPM ( 📥 34K / month · 📦 4 · ⏱️ 02.02.2021):
```
 npm install pyright
```

coala ( 🥈 26 · ⭐ 3.1K · 💤 ) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0

GitHub ( 👨‍💻 470 · 🔀 1.3K · 📥 140 · 📦 10 · 📋 3.2K - 26% open · ⏱️ 04.05.2020):
```
 git clone https://github.com/coala/coala
```
PyPi ( 📥 3K / month · 📦 72 · ⏱️ 10.11.2017):
```
 pip install coala-bears
```

check-manifest ( 🥈 25 · ⭐ 220) - Tool to check the completeness of MANIFEST.in for Python packages. MIT

GitHub ( 👨‍💻 18 · 🔀 29 · 📦 4.1K · 📋 84 - 16% open · ⏱️ 27.01.2021):
```
 git clone https://github.com/mgedmin/check-manifest
```
PyPi ( 📥 95K / month · 📦 1.8K · ⏱️ 04.01.2021):
```
 pip install check-manifest
```

Conda ( 📥 20K · ⏱️ 04.01.2021):

 conda install -c conda-forge check-manifest

mypy-protobuf ( 🥉 24 · ⭐ 310) - open source tools to generate mypy stubs from protobufs. Apache-2

GitHub ( 👨‍💻 25 · 🔀 51 · 📦 180 · 📋 65 - 12% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/dropbox/mypy-protobuf
```
PyPi ( 📥 140K / month · 📦 24 · ⏱️ 03.02.2021):
```
 pip install mypy-protobuf
```

darglint ( 🥉 24 · ⭐ 270) - A python documentation linter which checks that the docstring description.. MIT

GitHub ( 👨‍💻 20 · 🔀 23 · 📦 260 · 📋 120 - 29% open · ⏱️ 30.01.2021):
```
 git clone https://github.com/terrencepreilly/darglint
```
PyPi ( 📥 42K / month · 📦 20 · ⏱️ 30.01.2021):
```
 pip install darglint
```
Conda ( 📥 7.7K · ⏱️ 30.01.2021):
```
 conda install -c conda-forge darglint
```

flake8-comprehensions ( 🥉 24 · ⭐ 240) - A flake8 plugin to help you write better.. MIT

GitHub ( 👨‍💻 9 · 🔀 12 · 📋 38 - 26% open · ⏱️ 30.01.2021):
```
 git clone https://github.com/adamchainz/flake8-comprehensions
```
PyPi ( 📥 160K / month · 📦 710 · ⏱️ 19.12.2020):
```
 pip install flake8-comprehensions
```

Conda ( 📥 260K · ⏱️ 20.12.2020):

 conda install -c conda-forge flake8-comprehensions

flake8-import-order ( 🥉 24 · ⭐ 230) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0

GitHub ( 👨‍💻 40 · 🔀 58 · 📋 91 - 8% open · ⏱️ 04.08.2020):
```
 git clone https://github.com/PyCQA/flake8-import-order
```
PyPi ( 📥 140K / month · 📦 1.9K · ⏱️ 04.03.2019):
```
 pip install flake8-import-order
```

Conda ( 📥 180K · ⏱️ 06.03.2019):

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

flake8-quotes ( 🥉 24 · ⭐ 120 · 💤 ) - Flake8 extension for checking quotes in python. MIT

GitHub ( 👨‍💻 28 · 🔀 32 · 📦 2.8K · 📋 42 - 7% open · ⏱️ 12.05.2020):
```
 git clone https://github.com/zheller/flake8-quotes
```
PyPi ( 📥 170K / month · 📦 1.4K · ⏱️ 12.05.2020):
```
 pip install flake8-quotes
```

Conda ( 📥 140K · ⏱️ 13.05.2020):

 conda install -c conda-forge flake8-quotes

data-science-types ( 🥉 23 · ⭐ 180) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2

GitHub ( 👨‍💻 44 · 🔀 56 · 📦 51 · 📋 56 - 60% open · ⏱️ 29.01.2021):
```
 git clone https://github.com/predictive-analytics-lab/data-science-types
```
PyPi ( 📥 6.5K / month · ⏱️ 15.12.2020):
```
 pip install data-science-types
```

flake8-isort ( 🥉 23 · ⭐ 99) - flake8 plugin that integrates isort. ❗️GPL-2.0

GitHub ( 👨‍💻 28 · 🔀 33 · 📦 2.5K · 📋 44 - 15% open · ⏱️ 11.08.2020):
```
 git clone https://github.com/gforcada/flake8-isort
```
PyPi ( 📥 130K / month · 📦 930 · ⏱️ 11.08.2020):
```
 pip install flake8-isort
```

Conda ( 📥 9.8K · ⏱️ 11.08.2020):

 conda install -c conda-forge flake8-isort

flake8-eradicate ( 🥉 22 · ⭐ 180) - Flake8 plugin to find commented out or dead code. MIT

GitHub ( 👨‍💻 9 · 🔀 6 · 📋 25 - 8% open · ⏱️ 26.01.2021):
```
 git clone https://github.com/wemake-services/flake8-eradicate
```
PyPi ( 📥 55K / month · 📦 72 · ⏱️ 12.10.2020):
```
 pip install flake8-eradicate
```

flake8-builtins ( 🥉 21 · ⭐ 58) - Check for python builtins being used as variables or.. ❗️GPL-2.0

GitHub ( 👨‍💻 13 · 🔀 15 · 📦 1.6K · 📋 32 - 6% open · ⏱️ 11.08.2020):
```
 git clone https://github.com/gforcada/flake8-builtins
```
PyPi ( 📥 120K / month · 📦 510 · ⏱️ 14.05.2020):
```
 pip install flake8-builtins
```

Conda ( 📥 100K · ⏱️ 18.05.2020):

 conda install -c conda-forge flake8-builtins

pylint-flask ( 🥉 21 · ⭐ 56) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0

GitHub ( 👨‍💻 6 · 🔀 7 · 📦 4.4K · 📋 8 - 37% open · ⏱️ 07.01.2021):
```
 git clone https://github.com/jschaf/pylint-flask
```
PyPi ( 📥 82K / month · 📦 100 · ⏱️ 27.08.2016):
```
 pip install pylint-flask
```

Conda ( 📥 44K · ⏱️ 02.02.2019):

 conda install -c conda-forge pylint-flask

flakehell ( 🥉 20 · ⭐ 210) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT

GitHub ( 👨‍💻 15 · 🔀 32 · 📥 50 · ⏱️ 11.01.2021):
```
 git clone https://github.com/life4/flakehell
```
PyPi ( 📥 12K / month · ⏱️ 11.01.2021):
```
 pip install flakehell
```

flake8-black ( 🥉 20 · ⭐ 82 · 💤 ) - flake8 plugin to run black for checking Python coding style. MIT

GitHub ( 👨‍💻 4 · 🔀 7 · 📦 580 · 📋 17 - 23% open · ⏱️ 25.07.2020):
```
 git clone https://github.com/peterjc/flake8-black
```
PyPi ( 📥 70K / month · 📦 18 · ⏱️ 25.07.2020):
```
 pip install flake8-black
```

Conda ( 📥 68K · ⏱️ 25.07.2020):

 conda install -c conda-forge flake8-black

flake8-bandit ( 🥉 19 · ⭐ 57) - Automated security testing using bandit and flake8. MIT

GitHub ( 👨‍💻 5 · 🔀 13 · 📋 10 - 30% open · ⏱️ 29.08.2020):
```
 git clone https://github.com/tylerwince/flake8-bandit
```
PyPi ( 📥 57K / month · 📦 130 · ⏱️ 08.10.2019):
```
 pip install flake8-bandit
```

Fixit ( 🥉 18 · ⭐ 210) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT

GitHub ( 👨‍💻 21 · 🔀 29 · 📦 2 · 📋 39 - 51% open · ⏱️ 16.12.2020):
```
 git clone https://github.com/Instagram/Fixit
```
PyPi ( 📥 460 / month · ⏱️ 11.12.2020):
```
 pip install fixit
```

flake8-mypy ( 🥉 18 · ⭐ 110 · 💤 ) - A plugin for flake8 integrating Mypy. MIT

GitHub ( 👨‍💻 8 · 🔀 15 · 📦 630 · 📋 22 - 86% open · ⏱️ 19.06.2020):
```
 git clone https://github.com/ambv/flake8-mypy
```
PyPi ( 📥 16K / month · 📦 32 · ⏱️ 31.08.2017):
```
 pip install flake8-mypy
```

pandas-vet ( 🥉 18 · ⭐ 90) - A plugin for Flake8 that checks pandas code. MIT

GitHub ( 👨‍💻 9 · 🔀 13 · 📥 31 · 📦 29 · 📋 41 - 39% open · ⏱️ 16.12.2020):
```
 git clone https://github.com/deppen8/pandas-vet
```
PyPi ( 📥 2K / month · ⏱️ 27.07.2019):
```
 pip install pandas-vet
```

Conda ( 📥 5.6K · ⏱️ 01.02.2020):

 conda install -c conda-forge pandas-vet

nitpick ( 🥉 17 · ⭐ 120) - Enforce the same configuration across multiple projects. MIT

GitHub ( 👨‍💻 6 · 🔀 9 · 📋 52 - 28% open · ⏱️ 31.01.2021):
```
 git clone https://github.com/andreoliwa/nitpick
```
PyPi ( 📥 2.7K / month · ⏱️ 02.11.2020):
```
 pip install nitpick
```

bellybutton ( 🥉 16 · ⭐ 200) - Custom Python linting through AST expressions. MIT

GitHub ( 👨‍💻 4 · 🔀 7 · 📦 4 · 📋 13 - 53% open · ⏱️ 27.11.2020):
```
 git clone https://github.com/hchasestevens/bellybutton
```
PyPi ( 📥 1.7K / month · ⏱️ 11.12.2019):
```
 pip install bellybutton
```

beartype ( 🥉 15 · ⭐ 150) - Unbearably fast O(1) runtime type-checking in pure Python. MIT

GitHub ( 👨‍💻 3 · 🔀 6 · 📋 14 - 28% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/beartype/beartype
```
PyPi ( 📥 700 / month · ⏱️ 06.12.2020):
```
 pip install beartype
```
Conda ( 📥 2.1K · ⏱️ 20.01.2021):
```
 conda install -c conda-forge beartype
```

linty_fresh ( 🥉 13 · ⭐ 180) - Surface lint errors during code review. Apache-2 mypy

GitHub ( 👨‍💻 16 · 🔀 21 · 📋 9 - 88% open · ⏱️ 30.11.2020):
```
 git clone https://github.com/lyft/linty_fresh
```
PyPi ( 📥 15 / month · ⏱️ 12.12.2018):
```
 pip install linty-fresh
```

Show 6 hidden projects...

pep8-naming ( 🥈 26 · ⭐ 280) - Naming Convention checker for Python. ❗️Saxpath
pylama ( 🥉 24 · ⭐ 760 · 💀 ) - Code audit tool for python. ❗️LGPL-3.0
flake8-commas ( 🥉 23 · ⭐ 120 · 💀 ) - Flake8 extension for enforcing trailing commas in python. MIT
imhotep ( 🥉 18 · ⭐ 210 · 💀 ) - A static-analysis bot for Github. MIT
yala ( 🥉 17 · ⭐ 8) - Yet Another Linter Aggregator. MIT
pycycle ( 🥉 14 · ⭐ 270 · 💀 ) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT

Code Formatters

isort ( 🥇 36 · ⭐ 3.7K) - A Python utility / library to sort imports. MIT

GitHub ( 👨‍💻 220 · 🔀 380 · 📦 150K · 📋 900 - 3% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/PyCQA/isort
```
PyPi ( 📥 5.1M / month · 📦 24K · ⏱️ 13.10.2020):
```
 pip install isort
```
Conda ( 📥 1.5M · ⏱️ 31.12.2020):
```
 conda install -c conda-forge isort
```

black ( 🥈 33 · ⭐ 19K · 📉 ) - The uncompromising Python code formatter. MIT

GitHub ( 👨‍💻 220 · 🔀 1.2K · 📥 11K · 📦 45K · 📋 1.3K - 28% open · ⏱️ 02.02.2021):
```
 git clone https://github.com/psf/black
```
PyPi ( 📥 2.2M / month · 📦 6.2K · ⏱️ 26.08.2020):
```
 pip install black
```
Conda ( 📥 1M · ⏱️ 07.09.2020):
```
 conda install -c conda-forge black
```

autopep8 ( 🥈 33 · ⭐ 3.7K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT

GitHub ( 👨‍💻 47 · 🔀 230 · 📦 64K · 📋 410 - 19% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/hhatto/autopep8
```
PyPi ( 📥 740K / month · 📦 10K · ⏱️ 04.02.2021):
```
 pip install autopep8
```
Conda ( 📥 390K · ⏱️ 04.02.2021):
```
 conda install -c conda-forge autopep8
```

yapf ( 🥉 29 · ⭐ 11K) - A formatter for Python files. Apache-2

GitHub ( 👨‍💻 120 · 🔀 780 · 📦 17K · 📋 660 - 45% open · ⏱️ 23.01.2021):
```
 git clone https://github.com/google/yapf
```
PyPi ( 📥 390K / month · 📦 3.4K · ⏱️ 23.04.2020):
```
 pip install yapf
```
Conda ( 📥 510K · ⏱️ 28.07.2020):
```
 conda install -c conda-forge yapf
```

docformatter ( 🥉 23 · ⭐ 200) - Formats docstrings to follow PEP 257. MIT

GitHub ( 👨‍💻 15 · 🔀 27 · 📦 480 · 📋 40 - 45% open · ⏱️ 27.12.2020):
```
 git clone https://github.com/myint/docformatter
```
PyPi ( 📥 20K / month · 📦 110 · ⏱️ 27.12.2020):
```
 pip install docformatter
```

Show 1 hidden projects...

pyformat ( 🥉 17 · ⭐ 84 · 💀 ) - Formats Python code to follow a consistent style. ❗️Saxpath

Code Refactoring

jedi ( 🥇 36 · ⭐ 4.7K) - Awesome autocompletion, static analysis and refactoring library for python. MIT

GitHub ( 👨‍💻 140 · 🔀 420 · 📦 110K · 📋 1.2K - 1% open · ⏱️ 31.01.2021):
```
 git clone https://github.com/davidhalter/jedi
```
PyPi ( 📥 6.9M / month · 📦 16K · ⏱️ 25.12.2020):
```
 pip install jedi
```
Conda ( 📥 3.9M · ⏱️ 14.01.2021):
```
 conda install -c conda-forge jedi
```

rope ( 🥇 29 · ⭐ 1.1K) - a python refactoring library. ❗️LGPL-3.0

GitHub ( 👨‍💻 60 · 🔀 120 · 📦 25K · 📋 180 - 41% open · ⏱️ 11.01.2021):
```
 git clone https://github.com/python-rope/rope
```
PyPi ( 📥 120K / month · 📦 2.9K · ⏱️ 07.10.2020):
```
 pip install rope
```
Conda ( 📥 480K · ⏱️ 07.10.2020):
```
 conda install -c conda-forge rope
```

vulture ( 🥈 26 · ⭐ 1.2K) - Find dead Python code. MIT

GitHub ( 👨‍💻 27 · 🔀 65 · 📦 820 · 📋 140 - 7% open · ⏱️ 21.01.2021):
```
 git clone https://github.com/jendrikseipp/vulture
```
PyPi ( 📥 50K / month · 📦 360 · ⏱️ 15.01.2021):
```
 pip install vulture
```
Conda ( 📥 38K · ⏱️ 11.08.2020):
```
 conda install -c conda-forge vulture
```

autoflake ( 🥈 25 · ⭐ 350) - Removes unused imports and unused variables as reported by pyflakes. MIT

GitHub ( 👨‍💻 17 · 🔀 38 · 📦 1.9K · 📋 54 - 40% open · ⏱️ 27.12.2020):
```
 git clone https://github.com/myint/autoflake
```
PyPi ( 📥 180K / month · 📦 580 · ⏱️ 04.08.2019):
```
 pip install autoflake
```

Conda ( 📥 64K · ⏱️ 25.04.2019):

 conda install -c conda-forge autoflake

Bowler ( 🥈 24 · ⭐ 1.2K) - Safe code refactoring for modern Python. MIT

GitHub ( 👨‍💻 26 · 🔀 85 · 📋 76 - 56% open · ⏱️ 25.01.2021):
```
 git clone https://github.com/facebookincubator/Bowler
```
PyPi ( 📥 25K / month · 📦 10 · ⏱️ 17.09.2020):
```
 pip install bowler
```
Conda ( 📥 8.7K · ⏱️ 12.06.2019):
```
 conda install -c conda-forge bowler
```

MonkeyType ( 🥈 23 · ⭐ 3.3K) - A system for Python that generates static type annotations by.. BSD-3

GitHub ( 👨‍💻 35 · 🔀 120 · 📦 110 · 📋 130 - 22% open · ⏱️ 20.01.2021):
```
 git clone https://github.com/Instagram/MonkeyType
```
PyPi ( 📥 6K / month · 📦 34 · ⏱️ 18.05.2020):
```
 pip install monkeytype
```

Conda ( 📥 28K · ⏱️ 19.05.2020):

 conda install -c conda-forge monkeytype

pyupgrade ( 🥉 22 · ⭐ 790) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT

GitHub ( 👨‍💻 13 · 🔀 55 · 📋 160 - 13% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/asottile/pyupgrade
```
PyPi ( 📥 25K / month · 📦 10 · ⏱️ 01.02.2021):
```
 pip install pyupgrade
```

Conda ( 📥 150K · ⏱️ 02.02.2021):

 conda install -c conda-forge pyupgrade

baron ( 🥉 22 · ⭐ 250 · 💤 ) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0

GitHub ( 👨‍💻 31 · 🔀 50 · 📦 130 · 📋 70 - 58% open · ⏱️ 10.02.2020):
```
 git clone https://github.com/PyCQA/baron
```
PyPi ( 📥 6K / month · 📦 92 · ⏱️ 29.10.2018):
```
 pip install baron
```

pyannotate ( 🥉 20 · ⭐ 1.2K) - Auto-generate PEP-484 annotations. Apache-2

GitHub ( 👨‍💻 15 · 🔀 41 · 📦 56 · 📋 57 - 42% open · ⏱️ 10.11.2020):
```
 git clone https://github.com/dropbox/pyannotate
```
PyPi ( 📥 1K / month · 📦 22 · ⏱️ 16.09.2019):
```
 pip install pyannotate
```

add-trailing-comma ( 🥉 20 · ⭐ 160) - A tool (and pre-commit hook) to automatically add trailing.. MIT

GitHub ( 👨‍💻 9 · 🔀 11 · ⏱️ 01.02.2021):

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

PyPi ( 📥 2.5K / month · 📦 14 · ⏱️ 02.01.2021):
```
 pip install add-trailing-comma
```

massedit ( 🥉 18 · ⭐ 87) - Programmatically edit text files with Python. Useful for source to source.. MIT

GitHub ( 👨‍💻 6 · 🔀 13 · 📥 15 · 📋 8 - 37% open · ⏱️ 23.12.2020):
```
 git clone https://github.com/elmotec/massedit
```
PyPi ( 📥 650 / month · 📦 10 · ⏱️ 23.12.2020):
```
 pip install massedit
```

unimport ( 🥉 17 · ⭐ 91) - A linter, formatter for finding and removing unused import statements. MIT

GitHub ( 👨‍💻 11 · 🔀 16 · 📦 4 · 📋 65 - 9% open · ⏱️ 30.01.2021):
```
 git clone https://github.com/hakancelik96/unimport
```
PyPi ( 📥 790 / month · ⏱️ 30.01.2021):
```
 pip install unimport
```

retype ( 🥉 16 · ⭐ 95) - Re-apply type annotations from .pyi stubs to your codebase. MIT

GitHub ( 👨‍💻 7 · 🔀 14 · 📋 12 - 75% open · ⏱️ 11.10.2020):
```
 git clone https://github.com/ambv/retype
```
PyPi ( 📥 1K / month · 📦 34 · ⏱️ 11.10.2020):
```
 pip install retype
```
Conda ( 📥 12K · ⏱️ 11.10.2020):
```
 conda install -c conda-forge retype
```

com2ann ( 🥉 13 · ⭐ 74) - Tool for translation type comments to type annotations in Python. MIT

GitHub ( 👨‍💻 3 · 🔀 4 · 📦 2 · 📋 17 - 23% open · ⏱️ 17.08.2020):
```
 git clone https://github.com/ilevkivskyi/com2ann
```
PyPi ( 📥 200 / month · ⏱️ 17.06.2019):
```
 pip install com2ann
```

Show 4 hidden projects...

redbaron ( 🥈 23 · ⭐ 510 · 💀 ) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
eradicate ( 🥉 20 · ⭐ 110) - Removes commented-out code from Python files. ❗️Saxpath
unify ( 🥉 19 · ⭐ 53 · 💀 ) - Modifies strings to all use the same quote where possible. MIT
pep8ify ( 🥉 16 · ⭐ 110 · 💀 ) - A library that modifies python source code to conform to pep8. Apache-2

Code Security

bandit ( 🥇 32 · ⭐ 3K) - Bandit is a tool designed to find common security issues in Python code. Apache-2

GitHub ( 👨‍💻 130 · 🔀 300 · 📥 10 · 📦 5.8K · 📋 520 - 30% open · ⏱️ 27.12.2020):
```
 git clone https://github.com/PyCQA/bandit
```
PyPi ( 📥 490K / month · 📦 2.4K · ⏱️ 13.12.2020):
```
 pip install bandit
```
Conda ( 📥 43K · ⏱️ 11.10.2020):
```
 conda install -c conda-forge bandit
```

safety ( 🥈 27 · ⭐ 950) - Safety checks your installed dependencies for known security vulnerabilities. MIT

GitHub ( 👨‍💻 35 · 🔀 79 · 📥 19K · 📦 1.6K · 📋 110 - 37% open · ⏱️ 15.01.2021):
```
 git clone https://github.com/pyupio/safety
```
PyPi ( 📥 210K / month · 📦 540 · ⏱️ 12.01.2021):
```
 pip install safety
```
Conda ( 📥 13K · ⏱️ 15.01.2021):
```
 conda install -c conda-forge safety
```

sqlmap ( 🥈 25 · ⭐ 19K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0

GitHub ( 👨‍💻 100 · 🔀 4.1K · 📋 4.2K - 1% open · ⏱️ 03.02.2021):
```
 git clone https://github.com/sqlmapproject/sqlmap
```
PyPi ( 📥 2.7K / month · 📦 8 · ⏱️ 03.01.2021):
```
 pip install sqlmap
```

pyt ( 🥉 22 · ⭐ 2K · 💤 ) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0

GitHub ( 👨‍💻 22 · 🔀 220 · 📥 56 · 📦 37 · 📋 94 - 20% open · ⏱️ 08.03.2020):
```
 git clone https://github.com/python-security/pyt
```
PyPi ( 📥 960 / month · 📦 11 · ⏱️ 01.11.2018):
```
 pip install python-taint
```

dlint ( 🥉 20 · ⭐ 320) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3

GitHub ( 👨‍💻 7 · 🔀 13 · 📋 32 - 62% open · ⏱️ 08.12.2020):
```
 git clone https://github.com/dlint-py/dlint
```
PyPi ( 📥 8.8K / month · 📦 18 · ⏱️ 30.10.2020):
```
 pip install dlint
```

Show 2 hidden projects...

pyarmor ( 🥉 23 · ⭐ 840) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
dodgy ( 🥉 21 · ⭐ 88 · 💀 ) - Looks at Python code to search for things which look dodgy such as.. MIT

Virtual Environments

pipenv ( 🥇 36 · ⭐ 22K) - Python Development Workflow for Humans. MIT

GitHub ( 👨‍💻 380 · 🔀 1.6K · 📦 16K · 📋 3.3K - 14% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/pypa/pipenv
```
PyPi ( 📥 1.2M / month · 📦 2.3K · ⏱️ 15.11.2020):
```
 pip install pipenv
```
Conda ( 📥 36K · ⏱️ 15.11.2020):
```
 conda install -c conda-forge pipenv
```

virtualenv ( 🥈 32 · ⭐ 3.8K) - Virtual Python Environment builder. MIT

GitHub ( 👨‍💻 170 · 🔀 880 · 📋 1.1K - 4% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/pypa/virtualenv
```
PyPi ( 📥 6.1M / month · 📦 34K · ⏱️ 01.02.2021):
```
 pip install virtualenv
```

Conda ( 📥 600K · ⏱️ 01.02.2021):

 conda install -c conda-forge virtualenv

pyenv ( 🥈 26 · ⭐ 22K) - Simple Python version management. MIT

GitHub ( 👨‍💻 300 · 🔀 1.9K · 📋 1.2K - 23% open · ⏱️ 31.01.2021):
```
 git clone https://github.com/pyenv/pyenv
```
PyPi ( 📥 3K / month · 📦 1 · ⏱️ 12.01.2019):
```
 pip install pyenv
```

dh-virtualenv ( 🥉 15 · ⭐ 1.4K) - Python virtualenvs in Debian packages. ❗️GPL-2.0

GitHub ( 👨‍💻 55 · 🔀 150 · 📋 180 - 12% open · ⏱️ 31.12.2020):
```
 git clone https://github.com/spotify/dh-virtualenv
```

Show 4 hidden projects...

vex ( 🥉 19 · ⭐ 370 · 💀 ) - Run a command in the named virtualenv. MIT
pyenv-virtualenv ( ?? 17 · ⭐ 4.1K · 💀 ) - a pyenv plugin to manage virtualenv (a.k.a. python-.. MIT
pyenv-installer ( 🥉 14 · ⭐ 2.5K · 💀 ) - This tool is used to install pyenv and friends. MIT
pipenv-pipes ( 🥉 12 · ⭐ 120 · 💀 ) - A PipEnv Environment Switcher. MIT

Dependency & Package Mangers

pip ( 🥇 38 · ⭐ 6.9K) - The Python package installer. MIT

GitHub ( 👨‍💻 580 · 🔀 2.2K · 📦 42K · 📋 5.5K - 17% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/pypa/pip
```
PyPi ( 📥 40M / month · 📦 19K · ⏱️ 30.01.2021):
```
 pip install pip
```
Conda ( 📥 17M · ⏱️ 30.01.2021):
```
 conda install -c conda-forge pip
```

conda ( 🥈 32 · ⭐ 4K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3

GitHub ( 👨‍💻 350 · 🔀 980 · 📋 7.7K - 22% open · ⏱️ 07.01.2021):
```
 git clone https://github.com/conda/conda
```
PyPi ( 📥 16K / month · 📦 2.1K · ⏱️ 22.04.2017):
```
 pip install conda
```
Conda ( 📥 16M · ⏱️ 12.11.2020):
```
 conda install -c conda-forge conda
```

poetry ( 🥈 31 · ⭐ 14K) - Python dependency management and packaging made easy. MIT

GitHub ( 👨‍💻 250 · 🔀 1.1K · 📥 4.8M · 📋 2.7K - 36% open · ⏱️ 03.02.2021):
```
 git clone https://github.com/python-poetry/poetry
```
PyPi ( 📥 730K / month · 📦 64 · ⏱️ 23.10.2020):
```
 pip install poetry
```
Conda ( 📥 160K · ⏱️ 14.12.2020):
```
 conda install -c conda-forge poetry
```

pip-tools ( 🥈 31 · ⭐ 4.7K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

GitHub ( 👨‍💻 140 · 🔀 410 · 📋 700 - 16% open · ⏱️ 23.01.2021):
```
 git clone https://github.com/jazzband/pip-tools
```
PyPi ( 📥 670K / month · 📦 3.3K · ⏱️ 30.12.2020):
```
 pip install pip-tools
```

Conda ( 📥 7.1K · ⏱️ 30.12.2020):

 conda install -c conda-forge pip-tools

pipreqs ( 🥉 28 · ⭐ 3.2K · 💤 ) - pipreqs - Generate pip requirements.txt file based on imports of.. Apache-2

GitHub ( 👨‍💻 36 · 🔀 200 · 📦 4.1K · 📋 160 - 59% open · ⏱️ 18.05.2020):
```
 git clone https://github.com/bndr/pipreqs
```
PyPi ( 📥 28K / month · 📦 530 · ⏱️ 14.11.2019):
```
 pip install pipreqs
```
Conda ( 📥 19K · ⏱️ 14.11.2019):
```
 conda install -c conda-forge pipreqs
```

mamba ( 🥉 24 · ⭐ 1.1K) - The Fast Cross-Platform Package Manager. BSD-3

GitHub ( 👨‍💻 32 · 🔀 60 · 📦 300 · 📋 340 - 32% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/mamba-org/mamba
```
Conda ( 📥 410K · ⏱️ 03.02.2021):
```
 conda install -c conda-forge mamba
```

pipx ( 🥉 21 · ⭐ 3.2K) - Install and Run Python Applications in Isolated Environments. MIT

GitHub ( 👨‍💻 53 · 🔀 150 · 📋 340 - 17% open · ⏱️ 02.02.2021):
```
 git clone https://github.com/pipxproject/pipx
```
PyPi ( 📥 19K / month · 📦 2 · ⏱️ 16.01.2021):
```
 pip install pipx
```

dephell ( 🥉 21 · ⭐ 1.7K) - Python project management. Manage packages: convert between formats,.. MIT

GitHub ( 👨‍💻 37 · 🔀 95 · 📥 120 · 📋 260 - 38% open · ⏱️ 11.01.2021):
```
 git clone https://github.com/dephell/dephell
```
PyPi ( 📥 4.9K / month · 📦 8 · ⏱️ 28.04.2020):
```
 pip install dephell
```

pyflow ( 🥉 19 · ⭐ 670) - An installation and dependency system for Python. MIT

GitHub ( 👨‍💻 21 · 🔀 26 · 📥 2.6K · 📋 78 - 48% open · ⏱️ 21.01.2021):
```
 git clone https://github.com/David-OConnor/pyflow
```
PyPi ( 📥 50 / month · ⏱️ 21.11.2020):
```
 pip install pyflow
```

pip-run ( 🥉 14 · ⭐ 58) - pip-run - dynamic dependency loader for Python. MIT

GitHub ( 👨‍💻 8 · 🔀 9 · 📋 39 - 7% open · ⏱️ 29.01.2021):
```
 git clone https://github.com/jaraco/pip-run
```
PyPi ( 📥 820 / month · ⏱️ 29.01.2021):
```
 pip install pip-run
```

Code Metrics & Complexity

radon ( 🥇 28 · ⭐ 1.2K) - Various code metrics for Python code. MIT

GitHub ( 👨‍💻 41 · 🔀 85 · 📦 1.6K · 📋 140 - 13% open · ⏱️ 28.09.2020):
```
 git clone https://github.com/rubik/radon
```
PyPi ( 📥 96K / month · 📦 1.1K · ⏱️ 18.09.2020):
```
 pip install radon
```
Conda ( 📥 25K · ⏱️ 18.09.2020):
```
 conda install -c conda-forge radon
```

prospector ( 🥈 27 · ⭐ 1.4K) - Inspects Python source files and provides information about.. ❗️GPL-2.0

GitHub ( 👨‍💻 67 · 🔀 120 · 📦 2K · 📋 250 - 15% open · ⏱️ 21.10.2020):
```
 git clone https://github.com/PyCQA/prospector
```
PyPi ( 📥 71K / month · 📦 1.1K · ⏱️ 21.10.2020):
```
 pip install prospector
```

Conda ( 📥 22K · ⏱️ 18.11.2020):

 conda install -c conda-forge prospector

mccabe ( 🥈 27 · ⭐ 370 · 📉 ) - McCabe complexity checker for Python. ❗️Saxpath

GitHub ( 👨‍💻 20 · 🔀 37 · 📦 170K · 📋 40 - 17% open · ⏱️ 03.10.2020):
```
 git clone https://github.com/PyCQA/mccabe
```
PyPi ( 📥 5.7M / month · 📦 31K · ⏱️ 26.01.2017):
```
 pip install mccabe
```
Conda ( 📥 2.1M · ⏱️ 08.07.2018):
```
 conda install -c conda-forge mccabe
```

xenon ( 🥉 20 · ⭐ 180) - Monitoring tool based on radon. MIT

GitHub ( 👨‍💻 7 · 🔀 15 · 📦 180 · 📋 29 - 20% open · ⏱️ 16.09.2020):
```
 git clone https://github.com/rubik/xenon
```
PyPi ( 📥 14K / month · 📦 62 · ⏱️ 16.09.2020):
```
 pip install xenon
```
Conda ( 📥 9.8K · ⏱️ 12.10.2019):
```
 conda install -c conda-forge xenon
```

wily ( 🥉 19 · ⭐ 650) - A Python application for tracking, reporting on timing and complexity in.. Apache-2

GitHub ( 👨‍💻 14 · 🔀 36 · 📋 76 - 36% open · ⏱️ 01.10.2020):
```
 git clone https://github.com/tonybaloney/wily
```
PyPi ( 📥 1.5K / month · 📦 8 · ⏱️ 02.09.2020):
```
 pip install wily
```

Show 1 hidden projects...

cohesion ( 🥉 11 · ⭐ 120 · 💀 ) - A tool for measuring Python class cohesion. ❗️GPL-3.0

Logging

tqdm ( 🥇 36 · ⭐ 17K) - A Fast, Extensible Progress Bar for Python and CLI. MIT

GitHub ( 👨‍💻 94 · 🔀 890 · 📥 7.5K · 📦 150K · 📋 770 - 36% open · ⏱️ 11.01.2021):
```
 git clone https://github.com/tqdm/tqdm
```
PyPi ( 📥 7.2M / month · 📦 26K · ⏱️ 11.01.2021):
```
 pip install tqdm
```
Conda ( 📥 5M · ⏱️ 12.01.2021):
```
 conda install -c conda-forge tqdm
```

rich ( 🥇 32 · ⭐ 21K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT

GitHub ( 👨‍💻 72 · 🔀 600 · 📦 2.2K · 📋 370 - 2% open · ⏱️ 03.02.2021):
```
 git clone https://github.com/willmcgugan/rich
```
PyPi ( 📥 490K / month · ⏱️ 27.01.2021):
```
 pip install rich
```
Conda ( 📥 74K · ⏱️ 27.01.2021):
```
 conda install -c conda-forge rich
```

sentry-sdk ( 🥈 31 · ⭐ 840) - The new Python SDK for Sentry.io. BSD-2

GitHub ( 👨‍💻 83 · 🔀 180 · 📥 4.4K · 📦 8.9K · 📋 480 - 27% open · ⏱️ 03.02.2021):
```
 git clone https://github.com/getsentry/sentry-python
```
PyPi ( 📥 2.1M / month · 📦 990 · ⏱️ 19.11.2020):
```
 pip install sentry-sdk
```

Conda ( 📥 60K · ⏱️ 10.12.2020):

 conda install -c conda-forge sentry-sdk

loguru ( 🥈 30 · ⭐ 8K · 📉 ) - Python logging made (stupidly) simple. MIT

GitHub ( 👨‍💻 28 · 🔀 360 · 📦 5.2K · 📋 340 - 10% open · ⏱️ 19.12.2020):
```
 git clone https://github.com/Delgan/loguru
```
PyPi ( 📥 410K / month · 📦 340 · ⏱️ 20.09.2020):
```
 pip install loguru
```
Conda ( 📥 98K · ⏱️ 10.10.2020):
```
 conda install -c conda-forge loguru
```

tabulate ( 🥈 30 · ⭐ 690 · 💤 ) - Pretty-print tabular data in Python, a library and a command-line.. MIT

GitHub ( 👨‍💻 50 · 🔀 55 · 📦 36K · 📋 73 - 56% open · ⏱️ 07.04.2020):
```
 git clone https://github.com/astanin/python-tabulate
```
PyPi ( 📥 6.6M / month · 📦 8.1K · ⏱️ 22.03.2020):
```
 pip install tabulate
```
Conda ( 📥 740K · ⏱️ 22.03.2020):
```
 conda install -c conda-forge tabulate
```

structlog ( 🥈 29 · ⭐ 1.4K) - Structured Logging for Python. MIT

GitHub ( 👨‍💻 70 · 🔀 130 · 📦 2.9K · 📋 170 - 18% open · ⏱️ 29.01.2021):
```
 git clone https://github.com/hynek/structlog
```
PyPi ( 📥 410K / month · 📦 1.2K · ⏱️ 31.12.2020):
```
 pip install structlog
```

Conda ( 📥 87K · ⏱️ 04.01.2021):

 conda install -c conda-forge structlog

python-json-logger ( 🥈 29 · ⭐ 900) - Json Formatter for the standard python logger. BSD-2

GitHub ( 👨‍💻 43 · 🔀 140 · 📦 12K · 📋 61 - 26% open · ⏱️ 12.10.2020):
```
 git clone https://github.com/madzak/python-json-logger
```
PyPi ( 📥 950K / month · 📦 920 · ⏱️ 12.10.2020):
```
 pip install python-json-logger
```

Conda ( 📥 470K · ⏱️ 12.10.2020):

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

colorlog ( 🥈 29 · ⭐ 670) - A colored formatter for the python logging module. MIT

GitHub ( 👨‍💻 29 · 🔀 69 · 📦 8.7K · 📋 59 - 16% open · ⏱️ 14.01.2021):
```
 git clone https://github.com/borntyping/python-colorlog
```
PyPi ( 📥 1.3M / month · 📦 3.7K · ⏱️ 14.01.2021):
```
 pip install colorlog
```
Conda ( 📥 300K · ⏱️ 14.01.2021):
```
 conda install -c conda-forge colorlog
```

progressbar2 ( 🥉 27 · ⭐ 680) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3

GitHub ( 👨‍💻 38 · 🔀 90 · 📥 1.6K · 📦 7.7K · 📋 180 - 4% open · ⏱️ 09.09.2020):
```
 git clone https://github.com/WoLpH/python-progressbar
```
PyPi ( 📥 370K / month · 📦 2.2K · ⏱️ 09.09.2020):
```
 pip install progressbar2
```

Conda ( 📥 220K · ⏱️ 09.09.2020):

 conda install -c conda-forge progressbar2

python-coloredlogs ( 🥉 27 · ⭐ 400) - Colored terminal output for Python's logging module. MIT

GitHub ( 👨‍💻 16 · 🔀 35 · 📦 6.7K · 📋 69 - 28% open · ⏱️ 10.12.2020):
```
 git clone https://github.com/xolox/python-coloredlogs
```
PyPi ( 📥 520K / month · 📦 2.1K · ⏱️ 10.12.2020):
```
 pip install coloredlogs
```

better-exceptions ( 🥉 24 · ⭐ 3.9K) - Pretty and useful exceptions in Python, automatically. MIT

GitHub ( 👨‍💻 14 · 🔀 190 · 📋 69 - 42% open · ⏱️ 29.01.2021):
```
 git clone https://github.com/Qix-/better-exceptions
```
PyPi ( 📥 17K / month · 📦 74 · ⏱️ 29.01.2021):
```
 pip install better-exceptions
```

alive-progress ( 🥉 24 · ⭐ 1.8K) - A new kind of Progress Bar, with real time throughput, eta and.. MIT

GitHub ( 👨‍💻 1 · 🔀 47 · 📦 220 · 📋 54 - 24% open · ⏱️ 08.01.2021):
```
 git clone https://github.com/rsalmei/alive-progress
```
PyPi ( 📥 9.4K / month · ⏱️ 08.01.2021):
```
 pip install alive-progress
```

Conda ( 📥 5.7K · ⏱️ 08.01.2021):

 conda install -c conda-forge alive-progress

notifiers ( 🥉 24 · ⭐ 1.8K) - The easy way to send notifications. MIT

GitHub ( 👨‍💻 14 · 🔀 68 · 📦 110 · 📋 87 - 40% open · ⏱️ 30.12.2020):
```
 git clone https://github.com/liiight/notifiers
```
PyPi ( 📥 110K / month · 📦 6 · ⏱️ 05.10.2019):
```
 pip install notifiers
```

stackprinter ( 🥉 24 · ⭐ 1.1K · 📈 ) - Debugging-friendly exceptions for Python. MIT

GitHub ( 👨‍💻 6 · 🔀 31 · 📦 40 · 📋 21 - 42% open · ⏱️ 01.01.2021):
```
 git clone https://github.com/cknd/stackprinter
```
PyPi ( 📥 50K / month · 📦 4 · ⏱️ 31.10.2020):
```
 pip install stackprinter
```

rebound ( 🥉 23 · ⭐ 3.5K) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT

GitHub ( 👨‍💻 16 · 🔀 330 · 📥 160 · 📦 16 · 📋 58 - 34% open · ⏱️ 04.01.2021):
```
 git clone https://github.com/shobrook/rebound
```
PyPi ( 📥 580 / month · 📦 14 · ⏱️ 03.02.2021):
```
 pip install rebound
```
Conda ( 📥 94K · ⏱️ 03.02.2021):
```
 conda install -c conda-forge rebound
```

PrettyErrors ( 🥉 19 · ⭐ 1.9K) - Prettify Python exception output to make it legible. MIT

GitHub ( 👨‍💻 4 · 🔀 63 · 📋 25 - 4% open · ⏱️ 27.12.2020):
```
 git clone https://github.com/onelivesleft/PrettyErrors
```
PyPi ( 📥 5.7K / month · ⏱️ 24.11.2020):
```
 pip install pretty_errors
```

tbvaccine ( 🥉 15 · ⭐ 360 · 💤 ) - A small utility to pretty-print Python tracebacks. MIT

GitHub ( 👨‍💻 12 · 🔀 12 · 📦 9 · 📋 19 - 36% open · ⏱️ 01.03.2020):
```
 git clone https://github.com/skorokithakis/tbvaccine
```
PyPi ( 📥 500 / month · ⏱️ 14.12.2018):
```
 pip install tbvaccine
```

Show 2 hidden projects...

logbook ( 🥈 30 · ⭐ 1.4K · 💀 ) - A cool logging replacement for Python. BSD-3
prettytable ( 🥉 28 · ⭐ 370) - Display tabular data in a visually appealing ASCII table.. ❗️BSD-1-Clause

Documentation

sphinx ( 🥇 37 · ⭐ 3.8K) - Main repository for the Sphinx documentation builder. BSD-3

GitHub ( 👨‍💻 610 · 🔀 1.4K · 📦 130K · 📋 5.2K - 14% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/sphinx-doc/sphinx
```
PyPi ( 📥 1.7M / month · 📦 100K · ⏱️ 07.01.2021):
```
 pip install sphinx
```
Conda ( 📥 2.6M · ⏱️ 07.01.2021):
```
 conda install -c conda-forge sphinx
```

mkdocs ( 🥇 33 · ⭐ 12K) - Project documentation with Markdown. BSD-2

GitHub ( 👨‍💻 180 · 🔀 1.6K · 📦 10K · 📋 1.5K - 9% open · ⏱️ 13.01.2021):
```
 git clone https://github.com/mkdocs/mkdocs
```
PyPi ( 📥 180K / month · 📦 5.9K · ⏱️ 14.05.2020):
```
 pip install mkdocs
```
Conda ( 📥 120K · ⏱️ 01.06.2020):
```
 conda install -c conda-forge mkdocs
```

sphinx_rtd_theme ( 🥇 33 · ⭐ 3.6K) - Sphinx theme for readthedocs.org. MIT

GitHub ( 👨‍💻 100 · 🔀 1.5K · 📦 16 · 📋 610 - 25% open · ⏱️ 12.01.2021):
```
 git clone https://github.com/readthedocs/sphinx_rtd_theme
```
PyPi ( 📥 710K / month · 📦 23K · ⏱️ 05.10.2018):
```
 pip install sphinx_rtd_theme
```

Conda ( 📥 970K · ⏱️ 05.01.2021):

 conda install -c conda-forge sphinx_rtd_theme

numpydoc ( 🥈 32 · ⭐ 16K) - Numpy's Sphinx extensions. BSD-3

GitHub ( 👨‍💻 65 · 🔀 5.2K · 📦 23K · 📋 140 - 35% open · ⏱️ 21.01.2021):
```
 git clone https://github.com/numpy/numpydoc
```
PyPi ( 📥 97K / month · 📦 7.3K · ⏱️ 01.07.2020):
```
 pip install numpydoc
```
Conda ( 📥 710K · ⏱️ 01.10.2020):
```
 conda install -c conda-forge numpydoc
```

mkdocs-material ( 🥈 32 · ⭐ 5.5K) - A Material Design theme for MkDocs. MIT

GitHub ( 👨‍💻 100 · 🔀 1.3K · 📦 5.2K · 📋 910 - 1% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/squidfunk/mkdocs-material
```
PyPi ( 📥 170K / month · 📦 1.5K · ⏱️ 31.01.2021):
```
 pip install mkdocs-material
```

Conda ( 📥 25K · ⏱️ 31.01.2021):

 conda install -c conda-forge mkdocs-material

breathe ( 🥈 28 · ⭐ 510) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3

GitHub ( 👨‍💻 88 · 🔀 130 · 📦 3.9K · 📋 400 - 22% open · ⏱️ 02.02.2021):
```
 git clone https://github.com/michaeljones/breathe
```
PyPi ( 📥 40K / month · ?? 2K · ⏱️ 21.01.2021):
```
 pip install breathe
```
Conda ( 📥 170K · ⏱️ 21.01.2021):
```
 conda install -c conda-forge breathe
```

sphinx-autodoc-typehints ( 🥈 26 · ⭐ 300) - Type hints support for the Sphinx autodoc extension. MIT

GitHub ( 👨‍💻 27 · 🔀 60 · 📋 100 - 37% open · ⏱️ 12.10.2020):
```
 git clone https://github.com/agronholm/sphinx-autodoc-typehints
```
PyPi ( 📥 79K / month · 📦 1.4K · ⏱️ 12.10.2020):
```
 pip install sphinx-autodoc-typehints
```

Conda ( 📥 130K · ⏱️ 12.10.2020):

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

sphinx-autobuild ( 🥈 26 · ⭐ 300) - Watch a Sphinx directory and rebuild the documentation.. MIT

GitHub ( 👨‍💻 17 · 🔀 48 · 📋 54 - 18% open · ⏱️ 05.11.2020):
```
 git clone https://github.com/executablebooks/sphinx-autobuild
```
PyPi ( 📥 62K / month · 📦 4.7K · ⏱️ 05.07.2017):
```
 pip install sphinx-autobuild
```

Conda ( 📥 38K · ⏱️ 16.12.2020):

 conda install -c conda-forge sphinx-autobuild

pdoc ( 🥉 22 · ⭐ 820) - API Documentation for Python Projects. Unlicense

GitHub ( 👨‍💻 23 · 🔀 96 · 📦 280 · 📋 140 - 2% open · ⏱️ 03.02.2021):
```
 git clone https://github.com/mitmproxy/pdoc
```
PyPi ( 📥 3.9K / month · 📦 290 · ⏱️ 26.01.2021):
```
 pip install pdoc
```

interrogate ( 🥉 22 · ⭐ 240) - Explain yourself! Interrogate a codebase for docstring coverage. MIT

GitHub ( 👨‍💻 8 · 🔀 17 · 📦 340 · 📋 27 - 40% open · ⏱️ 03.11.2020):
```
 git clone https://github.com/econchick/interrogate
```
PyPi ( 📥 18K / month · ⏱️ 03.11.2020):
```
 pip install interrogate
```

portray ( 🥉 20 · ⭐ 700) - Your Project with Great Documentation. MIT

GitHub ( 👨‍💻 13 · 🔀 51 · 📋 38 - 39% open · ⏱️ 30.01.2021):
```
 git clone https://github.com/timothycrosley/portray
```
PyPi ( 📥 1.8K / month · 📦 8 · ⏱️ 30.01.2021):
```
 pip install portray
```

mkdocstrings ( 🥉 20 · ⭐ 280) - Automatic documentation from sources, for MkDocs. ISC

GitHub ( 👨‍💻 18 · 🔀 29 · 📋 140 - 29% open · ⏱️ 19.01.2021):
```
 git clone https://github.com/pawamoy/mkdocstrings
```
PyPi ( 📥 9.4K / month · ⏱️ 06.01.2021):
```
 pip install mkdocstrings
```

mkdocs-pdf-export-plugin ( 🥉 20 · ⭐ 170 · 💤 ) - An MkDocs plugin to export content pages as PDF files. MIT

GitHub ( 👨‍💻 9 · 🔀 27 · 📦 110 · 📋 72 - 40% open · ⏱️ 23.07.2020):
```
 git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
```
PyPi ( 📥 4.4K / month · 📦 4 · ⏱️ 23.07.2020):
```
 pip install mkdocs-pdf-export-plugin
```

mkdocs-awesome-pages-plugin ( 🥉 20 · ⭐ 130) - An MkDocs plugin that simplifies configuring page.. MIT

GitHub ( 👨‍💻 2 · 🔀 17 · 📦 270 · 📋 34 - 11% open · ⏱️ 22.12.2020):
```
 git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
PyPi ( 📥 8.3K / month · 📦 45 · ⏱️ 22.12.2020):
```
 pip install mkdocs-awesome-pages-plugin
```

blacken-docs ( 🥉 19 · ⭐ 150) - Run `black` on python code blocks in documentation files. MIT

GitHub ( 👨‍💻 10 · 🔀 15 · 📋 23 - 8% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/asottile/blacken-docs
```
PyPi ( 📥 2K / month · 📦 22 · ⏱️ 25.01.2021):
```
 pip install blacken-docs
```

Conda ( 📥 13K · ⏱️ 25.01.2021):

 conda install -c conda-forge blacken-docs

sphinx-markdown-builder ( 🥉 18 · ⭐ 92) - sphinx builder that outputs markdown files. MIT

GitHub ( 👨‍💻 16 · 🔀 26 · 📦 120 · 📋 33 - 51% open · ⏱️ 07.10.2020):
```
 git clone https://github.com/codejamninja/sphinx-markdown-builder
```
PyPi ( 📥 5.5K / month · 📦 42 · ⏱️ 23.12.2019):
```
 pip install sphinx-markdown-builder
```

lazydocs ( 🥉 11 · ⭐ 10 · 🐣 ) - Generate markdown API documentation from Google-style Python.. MIT

GitHub ( 👨‍💻 3 · 🔀 2 · 📦 9 · ⏱️ 17.12.2020):
```
 git clone https://github.com/ml-tooling/lazydocs
```
PyPi ( 📥 88 / month · ⏱️ 13.12.2020):
```
 pip install lazydocs
```

Show 8 hidden projects...

alabaster ( 🥈 29 · ⭐ 590 · 💀 ) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3
sphinx-bootstrap-theme ( 🥈 26 · ⭐ 580 · 💀 ) - Sphinx Bootstrap Theme. MIT
releases ( 🥉 22 · ⭐ 150 · 💀 ) - A powerful Sphinx changelog-generating extension. BSD-2
pycco ( 🥉 21 · ⭐ 740 · 💀 ) - Literate-style documentation generator. MIT
mkdocs-with-pdf ( 🥉 18 · ⭐ 32) - Generate a single PDF file from MkDocs repository. MIT
mkdocs-git-revision-date-plugin ( 🥉 18 · ⭐ 30) - MkDocs plugin for setting revision date from git per.. MIT
mkdocs-versioning ( 🥉 17 · ⭐ 35) - A tool that allows for versioning sites built with mkdocs. MIT
mkdocs-print-site-plugin ( 🥉 14 · ⭐ 14 · 🐣 ) - MkDocs Plugin allowing your visitors to *File Print.. MIT

Debugging Tools

ipdb ( 🥇 31 · ⭐ 1.3K) - Integration of IPython pdb. BSD-3

GitHub ( 👨‍💻 44 · 🔀 120 · 📦 25K · 📋 150 - 32% open · ⏱️ 21.10.2020):
```
 git clone https://github.com/gotcha/ipdb
```
PyPi ( 📥 620K / month · 📦 17K · ⏱️ 01.10.2020):
```
 pip install ipdb
```
Conda ( 📥 140K · ⏱️ 21.11.2020):
```
 conda install -c conda-forge ipdb
```

pudb ( 🥇 29 · ⭐ 2K) - Full-screen console debugger for Python. MIT

GitHub ( 👨‍💻 68 · 🔀 170 · 📦 2.2K · 📋 270 - 51% open · ⏱️ 02.02.2021):
```
 git clone https://github.com/inducer/pudb
```
PyPi ( 📥 550K / month · 📦 1.4K · ⏱️ 21.12.2020):
```
 pip install pudb
```
Conda ( 📥 89K · ⏱️ 15.04.2020):
```
 conda install -c conda-forge pudb
```

PySnooper ( 🥈 28 · ⭐ 14K) - Never use print for debugging again. MIT

GitHub ( 👨‍💻 25 · 🔀 880 · 📦 340 · 📋 110 - 15% open · ⏱️ 28.12.2020):
```
 git clone https://github.com/cool-RR/PySnooper
```
PyPi ( 📥 18K / month · 📦 46 · ⏱️ 14.09.2020):
```
 pip install pysnooper
```

Conda ( 📥 31K · ⏱️ 14.09.2020):

 conda install -c conda-forge pysnooper

pyelftools ( 🥈 27 · ⭐ 1.1K) - Parsing ELF and DWARF in Python. Unlicense

GitHub ( 👨‍💻 75 · 🔀 390 · 📦 1.7K · 📋 160 - 31% open · ⏱️ 26.01.2021):
```
 git clone https://github.com/eliben/pyelftools
```
PyPi ( 📥 300K / month · 📦 880 · ⏱️ 05.12.2019):
```
 pip install pyelftools
```

Conda ( 📥 57K · ⏱️ 27.10.2020):

 conda install -c conda-forge pyelftools

pdbpp ( 🥈 26 · ⭐ 660) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3

GitHub ( 👨‍💻 39 · 🔀 37 · 📦 1.9K · 📋 160 - 32% open · ⏱️ 22.11.2020):
```
 git clone https://github.com/pdbpp/pdbpp
```
PyPi ( 📥 66K / month · 📦 960 · ⏱️ 04.10.2019):
```
 pip install pdbpp
```
Conda ( 📥 50K · ⏱️ 07.05.2019):
```
 conda install -c conda-forge pdbpp
```

typeguard ( 🥉 24 · ⭐ 580) - Run-time type checker for Python. MIT

GitHub ( 👨‍💻 16 · 🔀 51 · 📋 130 - 20% open · ⏱️ 24.01.2021):
```
 git clone https://github.com/agronholm/typeguard
```
PyPi ( 📥 410K / month · 📦 160 · ⏱️ 19.10.2020):
```
 pip install typeguard
```

Conda ( 📥 27K · ⏱️ 07.06.2020):

 conda install -c conda-forge typeguard

gdbgui ( 🥉 23 · ⭐ 7.8K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0

GitHub ( 👨‍💻 35 · 🔀 460 · 📥 2.3K · 📦 63 · 📋 260 - 40% open · ⏱️ 21.12.2020):
```
 git clone https://github.com/cs01/gdbgui
```
PyPi ( 📥 6.4K / month · 📦 2 · ⏱️ 21.12.2020):
```
 pip install gdbgui
```

python-hunter ( 🥉 22 · ⭐ 580) - Hunter is a flexible code tracing toolkit. BSD-2

GitHub ( 👨‍💻 6 · 🔀 27 · 📦 54 · 📋 78 - 43% open · ⏱️ 26.01.2021):
```
 git clone https://github.com/ionelmc/python-hunter
```
PyPi ( 📥 5.3K / month · 📦 34 · ⏱️ 24.10.2020):
```
 pip install hunter
```

icecream ( 🥉 21 · ⭐ 2.2K) - Never use print() to debug again. MIT

GitHub ( 👨‍💻 10 · 🔀 49 · 📋 40 - 27% open · ⏱️ 29.01.2021):
```
 git clone https://github.com/gruns/icecream
```
PyPi ( 📥 6.4K / month · 📦 6 · ⏱️ 27.01.2021):
```
 pip install icecream
```

Birdseye ( 🥉 19 · ⭐ 1.4K) - Graphical Python debugger which lets you easily view the values of all.. MIT

GitHub ( 👨‍💻 8 · 🔀 70 · 📦 33 · 📋 45 - 42% open · ⏱️ 25.08.2020):
```
 git clone https://github.com/alexmojaki/birdseye
```
PyPi ( 📥 360 / month · ⏱️ 25.08.2020):
```
 pip install birdseye
```

snoop ( 🥉 18 · ⭐ 460) - A powerful set of Python debugging tools, based on PySnooper. MIT

GitHub ( 👨‍💻 18 · 🔀 18 · 📦 27 · 📋 23 - 47% open · ⏱️ 13.09.2020):
```
 git clone https://github.com/alexmojaki/snoop
```
PyPi ( 📥 5.1K / month · 📦 8 · ⏱️ 25.08.2020):
```
 pip install snoop
```

Show 2 hidden projects...

pyrasite ( 🥉 20 · ⭐ 2.5K · 💀 ) - Inject code into running Python processes. ❗️GPL-3.0
python-manhole ( 🥉 19 · ⭐ 300 · 💀 ) - Debugging manhole for python applications. BSD-2

Testing Tools

🔗 best-of-web-python - Testing ( ⭐ 990 · 🐣 ) - Testing libraries & tools for python web frameworks.

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

pytest ( 🥇 39 · ⭐ 7K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT

GitHub ( 👨‍💻 690 · 🔀 1.6K · 📦 280K · 📋 4.4K - 14% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/pytest-dev/pytest
```
PyPi ( 📥 9.6M / month · 📦 130K · ⏱️ 25.01.2021):
```
 pip install pytest
```
Conda ( 📥 6.4M · ⏱️ 27.01.2021):
```
 conda install -c conda-forge pytest
```

tox ( 🥇 35 · ⭐ 2.1K) - Command line driven CI frontend and development task automation tool. MIT

GitHub ( 👨‍💻 230 · 🔀 340 · 📦 41K · 📋 1.1K - 13% open · ⏱️ 03.02.2021):
```
 git clone https://github.com/tox-dev/tox
```
PyPi ( 📥 1.5M / month · 📦 36K · ⏱️ 02.02.2021):
```
 pip install tox
```
Conda ( 📥 210K · ⏱️ 04.02.2021):
```
 conda install -c conda-forge tox
```

robotframework ( 🥇 33 · ⭐ 5.5K) - Generic automation framework for acceptance testing and RPA. Apache-2

GitHub ( 👨‍💻 130 · 🔀 1.6K · 📥 500 · 📦 3.4K · 📋 3.4K - 5% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/robotframework/robotframework
```
PyPi ( 📥 300K / month · 📦 1.4K · ⏱️ 03.02.2021):
```
 pip install robotframework
```

Conda ( 📥 37K · ⏱️ 03.09.2020):

 conda install -c conda-forge robotframework

hypothesis ( 🥇 33 · ⭐ 4.9K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0

GitHub ( 👨‍💻 240 · 🔀 450 · 📦 7.6K · 📋 1K - 4% open · ⏱️ 03.02.2021):
```
 git clone https://github.com/HypothesisWorks/hypothesis
```
PyPi ( 📥 580K / month · 📦 2.6K · ⏱️ 31.01.2021):
```
 pip install hypothesis
```

Conda ( 📥 3.4M · ⏱️ 31.01.2021):

 conda install -c conda-forge hypothesis

pytest-cov ( 🥇 32 · ⭐ 950) - Coverage plugin for pytest. MIT

GitHub ( 👨‍💻 62 · 🔀 140 · 📦 78K · 📋 280 - 32% open · ⏱️ 20.01.2021):
```
 git clone https://github.com/pytest-dev/pytest-cov
```
PyPi ( 📥 3.4M / month · 📦 43K · ⏱️ 20.01.2021):
```
 pip install pytest-cov
```

Conda ( 📥 2.1M · ⏱️ 20.01.2021):

 conda install -c conda-forge pytest-cov

freezegun ( 🥈 31 · ⭐ 2.8K) - Let your Python tests travel through time. Apache-2

GitHub ( 👨‍💻 94 · 🔀 190 · 📦 7.1K · 📋 230 - 26% open · ⏱️ 20.01.2021):
```
 git clone https://github.com/spulec/freezegun
```
PyPi ( 📥 1.1M / month · 📦 8.4K · ⏱️ 20.01.2021):
```
 pip install freezegun
```

Conda ( 📥 170K · ⏱️ 20.01.2021):

 conda install -c conda-forge freezegun

pyautogui ( 🥈 30 · ⭐ 4.8K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3

GitHub ( 👨‍💻 42 · 🔀 640 · 📦 5.9K · 📋 430 - 62% open · ⏱️ 04.10.2020):
```
 git clone https://github.com/asweigart/pyautogui
```
PyPi ( 📥 210K / month · 📦 610 · ⏱️ 06.10.2020):
```
 pip install pyautogui
```

Conda ( 📥 100K · ⏱️ 13.10.2020):

 conda install -c conda-forge pyautogui

factory_boy ( 🥈 30 · ⭐ 2.4K) - A test fixtures replacement for Python. MIT

GitHub ( 👨‍💻 110 · 🔀 310 · 📋 470 - 28% open · ⏱️ 28.12.2020):
```
 git clone https://github.com/FactoryBoy/factory_boy
```
PyPi ( 📥 660K / month · 📦 4.3K · ⏱️ 05.05.2018):
```
 pip install factory_boy
```

Conda ( 📥 53K · ⏱️ 05.10.2020):

 conda install -c conda-forge factory_boy

pytest-mock ( 🥈 30 · ⭐ 980) - Thin-wrapper around the mock package for easier use with pytest. MIT

GitHub ( 👨‍💻 50 · 🔀 88 · 📦 14K · 📋 95 - 11% open · ⏱️ 25.01.2021):
```
 git clone https://github.com/pytest-dev/pytest-mock
```
PyPi ( 📥 1.3M / month · 📦 6.2K · ⏱️ 10.01.2021):
```
 pip install pytest-mock
```

Conda ( 📥 700K · ⏱️ 11.01.2021):

 conda install -c conda-forge pytest-mock

pytest-xdist ( 🥈 30 · ⭐ 660) - pytest plugin for distributed testing and loop-on-failures.. MIT

GitHub ( 👨‍💻 70 · 🔀 140 · 📦 14K · 📋 400 - 45% open · ⏱️ 15.12.2020):
```
 git clone https://github.com/pytest-dev/pytest-xdist
```
PyPi ( 📥 1.6M / month · 📦 7.3K · ⏱️ 14.12.2020):
```
 pip install pytest-xdist
```

Conda ( 📥 990K · ⏱️ 14.12.2020):

 conda install -c conda-forge pytest-xdist

coveralls-python ( 🥈 30 · ⭐ 450) - Show coverage stats online via coveralls.io. MIT

GitHub ( 👨‍💻 54 · 🔀 160 · 📦 16K · 📋 140 - 2% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/coveralls-clients/coveralls-python
```
PyPi ( 📥 210K / month · 📦 17K · ⏱️ 12.01.2021):
```
 pip install coveralls
```

pytest-html ( 🥈 30 · ⭐ 390) - Plugin for generating HTML reports for pytest results. MPL-2.0

GitHub ( 👨‍💻 43 · 🔀 160 · 📦 7.2K · 📋 250 - 28% open · ⏱️ 23.01.2021):
```
 git clone https://github.com/pytest-dev/pytest-html
```
PyPi ( 📥 690K / month · 📦 980 · ⏱️ 13.12.2020):
```
 pip install pytest-html
```

Conda ( 📥 95K · ⏱️ 13.12.2020):

 conda install -c conda-forge pytest-html

pytest-asyncio ( 🥈 28 · ⭐ 670) - Pytest support for asyncio. Apache-2

GitHub ( 👨‍💻 26 · 🔀 75 · 📦 8.9K · 📋 150 - 39% open · ⏱️ 01.12.2020):
```
 git clone https://github.com/pytest-dev/pytest-asyncio
```
PyPi ( 📥 480K / month · 📦 2K · ⏱️ 23.06.2020):
```
 pip install pytest-asyncio
```

Conda ( 📥 290K · ⏱️ 30.10.2020):

 conda install -c conda-forge pytest-asyncio

mimesis ( 🥈 27 · ⭐ 3.2K) - Mimesis is a high-performance fake data generator for Python, which.. MIT

GitHub ( 👨‍💻 110 · 🔀 270 · 📥 150 · 📋 280 - 4% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/lk-geimfari/mimesis
```
PyPi ( 📥 15K / month · 📦 84 · ⏱️ 21.12.2020):
```
 pip install mimesis
```

pytest-bdd ( 🥈 27 · ⭐ 760 · 📈 ) - BDD library for the py.test runner. MIT

GitHub ( 👨‍💻 37 · 🔀 130 · 📦 1.1K · 📋 230 - 44% open · ⏱️ 07.12.2020):
```
 git clone https://github.com/pytest-dev/pytest-bdd
```
PyPi ( 📥 59K / month · 📦 270 · ⏱️ 07.12.2020):
```
 pip install pytest-bdd
```

Conda ( 📥 19K · ⏱️ 03.02.2020):

 conda install -c conda-forge pytest-bdd

nose2 ( 🥈 27 · ⭐ 660) - The successor to nose, based on unittest2. BSD-3

GitHub ( 👨‍💻 70 · 🔀 130 · 📦 3.4K · 📋 250 - 22% open · ⏱️ 30.01.2021):
```
 git clone https://github.com/nose-devs/nose2
```
PyPi ( 📥 120K / month · 📦 1.9K · ⏱️ 02.02.2020):
```
 pip install nose2
```
Conda ( 📥 25K · ⏱️ 02.02.2020):
```
 conda install -c conda-forge nose2
```

ddt ( 🥈 27 · ⭐ 380) - Data-Driven Tests for Python Unittest. MIT

GitHub ( 👨‍💻 33 · 🔀 95 · 📦 3.3K · 📋 45 - 35% open · ⏱️ 16.01.2021):
```
 git clone https://github.com/datadriventests/ddt
```
PyPi ( 📥 98K / month · 📦 2.5K · ⏱️ 15.05.2020):
```
 pip install ddt
```
Conda ( 📥 53K · ⏱️ 15.05.2020):
```
 conda install -c conda-forge ddt
```

pytest-benchmark ( 🥉 26 · ⭐ 710) - py.test fixture for benchmarking code. BSD-2

GitHub ( 👨‍💻 29 · 🔀 65 · 📦 1.5K · 📋 140 - 46% open · ⏱️ 02.11.2020):
```
 git clone https://github.com/ionelmc/pytest-benchmark
```
PyPi ( 📥 110K / month · 📦 730 · ⏱️ 10.01.2020):
```
 pip install pytest-benchmark
```

Conda ( 📥 360K · ⏱️ 24.03.2020):

 conda install -c conda-forge pytest-benchmark

pytest-sugar ( 🥉 26 · ⭐ 670) - a plugin for py.test that changes the default look and feel.. BSD-3

GitHub ( 👨‍💻 38 · 🔀 48 · 📦 6.7K · 📋 100 - 33% open · ⏱️ 24.10.2020):
```
 git clone https://github.com/Teemu/pytest-sugar
```
PyPi ( 📥 180K / month · 📦 4.6K · ⏱️ 26.04.2020):
```
 pip install pytest-sugar
```

Conda ( 📥 88K · ⏱️ 18.09.2020):

 conda install -c conda-forge pytest-sugar

PyHamcrest ( 🥉 26 · ⭐ 520) - Hamcrest matchers for Python. BSD-3

GitHub ( 👨‍💻 34 · 🔀 79 · 📋 50 - 20% open · ⏱️ 23.10.2020):
```
 git clone https://github.com/hamcrest/PyHamcrest
```
PyPi ( 📥 1M / month · 📦 3.4K · ⏱️ 02.03.2020):
```
 pip install pyhamcrest
```

Conda ( 📥 320K · ⏱️ 02.03.2020):

 conda install -c conda-forge pyhamcrest

nox ( 🥉 26 · ⭐ 480) - Flexible test automation for Python. Apache-2

GitHub ( 👨‍💻 50 · 🔀 80 · 📦 440 · 📋 190 - 26% open · ⏱️ 22.01.2021):
```
 git clone https://github.com/theacodes/nox
```
PyPi ( 📥 96K / month · 📦 56 · ⏱️ 01.01.2021):
```
 pip install nox
```
Conda ( 📥 17K · ⏱️ 06.01.2021):
```
 conda install -c conda-forge nox
```

uiautomator ( 🥉 25 · ⭐ 1.6K) - Python wrapper of Android uiautomator test tool. MIT

GitHub ( 👨‍💻 13 · 🔀 570 · 📦 180 · 📋 280 - 59% open · ⏱️ 16.11.2020):
```
 git clone https://github.com/xiaocong/uiautomator
```
PyPi ( 📥 3.1K / month · 📦 120 · ⏱️ 16.11.2020):
```
 pip install uiautomator
```

green ( ?? 25 · ⭐ 680) - Green is a clean, colorful, fast python test runner. MIT

GitHub ( 👨‍💻 37 · 🔀 73 · 📦 560 · 📋 170 - 7% open · ⏱️ 14.12.2020):
```
 git clone https://github.com/CleanCut/green
```
PyPi ( 📥 6.1K / month · 📦 360 · ⏱️ 23.11.2020):
```
 pip install green
```
Conda ( 📥 64K · ⏱️ 12.11.2020):
```
 conda install -c conda-forge green
```

pytest-mypy ( 🥉 25 · ⭐ 180) - Mypy static type checker plugin for Pytest. MIT

GitHub ( 👨‍💻 15 · 🔀 31 · 📦 890 · 📋 41 - 19% open · ⏱️ 13.11.2020):
```
 git clone https://github.com/dbader/pytest-mypy
```
PyPi ( 📥 88K / month · 📦 270 · ⏱️ 14.11.2020):
```
 pip install pytest-mypy
```

Conda ( 📥 6.7K · ⏱️ 24.11.2020):

 conda install -c conda-forge pytest-mypy

playwright-python ( 🥉 24 · ⭐ 4K) - Python version of the Playwright testing and automation.. Apache-2

GitHub ( 👨‍💻 13 · 🔀 320 · 📦 94 · 📋 210 - 12% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/microsoft/playwright-python
```
PyPi ( 📥 9.2K / month · ⏱️ 20.01.2021):
```
 pip install playwright
```

asv ( 🥉 24 · ⭐ 560) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3

GitHub ( 👨‍💻 53 · 🔀 120 · 📦 130 · 📋 400 - 25% open · ⏱️ 22.12.2020):
```
 git clone https://github.com/airspeed-velocity/asv
```
PyPi ( 📥 5.1K / month · 📦 44 · ⏱️ 16.05.2020):
```
 pip install asv
```
Conda ( 📥 290K · ⏱️ 11.12.2020):
```
 conda install -c conda-forge asv
```

Mamba Test Runner ( 🥉 24 · ⭐ 460) - The definitive testing tool for Python. Born under the banner.. MIT

GitHub ( 👨‍💻 22 · 🔀 61 · 📋 97 - 46% open · ⏱️ 16.11.2020):
```
 git clone https://github.com/nestorsalceda/mamba
```
PyPi ( 📥 7K / month · 📦 220 · ⏱️ 16.11.2020):
```
 pip install mamba
```

pytest-randomly ( 🥉 24 · ⭐ 270) - Pytest plugin to randomly order tests and control random.seed. MIT

GitHub ( 👨‍💻 14 · 🔀 21 · 📋 34 - 20% open · ⏱️ 30.01.2021):
```
 git clone https://github.com/pytest-dev/pytest-randomly
```
PyPi ( 📥 230K / month · 📦 110 · ⏱️ 16.11.2020):
```
 pip install pytest-randomly
```

pytest-testinfra ( 🥉 23 · ⭐ 1.8K) - Testinfra test your infrastructures. Apache-2

GitHub ( 👨‍💻 100 · 🔀 260 · 📋 300 - 35% open · ⏱️ 29.01.2021):
```
 git clone https://github.com/pytest-dev/pytest-testinfra
```
PyPi ( 📥 37K / month · ⏱️ 12.11.2020):
```
 pip install pytest-testinfra
```

xdoctest ( 🥉 22 · ⭐ 87) - A rewrite of Python's builtin doctest module (with pytest plugin.. Apache-2

GitHub ( 👨‍💻 4 · 🔀 4 · 📦 740 · 📋 32 - 50% open · ⏱️ 29.01.2021):
```
 git clone https://github.com/Erotemic/xdoctest
```
PyPi ( 📥 21K / month · 📦 52 · ⏱️ 29.01.2021):
```
 pip install xdoctest
```

sixpack ( 🥉 21 · ⭐ 1.7K) - Sixpack is a language-agnostic a/b-testing framework. BSD-2

GitHub ( 👨‍💻 55 · 🔀 180 · 📦 8 · 📋 210 - 41% open · ⏱️ 26.08.2020):
```
 git clone https://github.com/sixpack/sixpack
```
PyPi ( 📥 130 / month · 📦 4 · ⏱️ 22.11.2017):
```
 pip install sixpack
```

pytest-testmon ( 🥉 21 · ⭐ 460) - Selects tests affected by changed files. Continous.. ❗️AGPL-3.0

GitHub ( 👨‍💻 16 · 🔀 25 · 📦 250 · 📋 110 - 33% open · ⏱️ 05.08.2020):
```
 git clone https://github.com/tarpas/pytest-testmon
```
PyPi ( 📥 23K / month · 📦 49 · ⏱️ 27.11.2019):
```
 pip install pytest-testmon
```

Conda ( 📥 27K · ⏱️ 03.08.2019):

 conda install -c conda-forge pytest-testmon

pytest-docker ( 🥉 20 · ⭐ 190) - Docker-based integration tests. MIT

GitHub ( 👨‍💻 9 · 🔀 32 · 📥 66 · 📋 29 - 55% open · ⏱️ 22.09.2020):
```
 git clone https://github.com/avast/pytest-docker
```
PyPi ( 📥 11K / month · 📦 14 · ⏱️ 22.09.2020):
```
 pip install pytest-docker
```

pytest-lazy-fixture ( 🥉 20 · ⭐ 170 · 💤 ) - It helps to use fixtures in pytest.mark.parametrize. MIT

GitHub ( 👨‍💻 7 · 🔀 11 · 📦 250 · 📋 31 - 38% open · ⏱️ 01.02.2020):
```
 git clone https://github.com/tvorog/pytest-lazy-fixture
```
PyPi ( 📥 45K / month · 📦 31 · ⏱️ 01.02.2020):
```
 pip install pytest-lazy-fixture
```

Conda ( 📥 220K · ⏱️ 01.02.2020):

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

pytest-plugins ( 🥉 14 · ⭐ 360 · 💤 ) - A grab-bag of nifty pytest plugins. MIT

GitHub ( 👨‍💻 46 · 🔀 56 · 📋 87 - 41% open · ⏱️ 11.04.2020):
```
 git clone https://github.com/man-group/pytest-plugins
```

Show 6 hidden projects...

nose ( 🥈 30 · ⭐ 1.3K · 💀 ) - nose is nicer testing for python. ❗️LGPL-2.1+
pytest-watch ( 🥉 25 · ⭐ 540 · 💀 ) - Local continuous test runner with pytest and watchdog. MIT
assertpy ( 🥉 20 · ⭐ 250 · 💀 ) - Simple assertion library for unit testing in python with a fluent.. BSD-3
pytest-datadir ( 🥉 19 · ⭐ 130 · 💀 ) - pytest plugin for manipulating test data directories and.. MIT
fake2db ( 🥉 17 · ⭐ 2K · 💀 ) - create custom test databases that are populated with fake data. ❗️GPL-2.0
pytest-play ( 🥉 16 · ⭐ 63 · 💀 ) - pytest plugin that let you automate actions and.. Apache-2

Code Packaging

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

pyinstaller ( 🥇 31 · ⭐ 7.6K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0

GitHub ( 👨‍💻 390 · 🔀 1.6K · 📥 670K · 📦 14K · 📋 4K - 10% open · ⏱️ 28.01.2021):
```
 git clone https://github.com/pyinstaller/pyinstaller
```
PyPi ( 📥 210K / month · ⏱️ 13.01.2021):
```
 pip install pyinstaller
```

Conda ( 📥 190K · ⏱️ 02.02.2021):

 conda install -c conda-forge pyinstaller

packaging ( 🥇 29 · ⭐ 270) - Core utilities for Python packages. BSD-2

GitHub ( 👨‍💻 60 · 🔀 130 · 📥 44 · 📦 170K · 📋 180 - 27% open · ⏱️ 02.02.2021):
```
 git clone https://github.com/pypa/packaging
```
PyPi ( 📥 14M / month · 📦 29K · ⏱️ 29.01.2021):
```
 pip install packaging
```

Conda ( 📥 5.7M · ⏱️ 12.12.2020):

 conda install -c conda-forge packaging

Nuitka ( 🥈 27 · ⭐ 3.8K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2

GitHub ( 👨‍💻 89 · 🔀 260 · 📋 790 - 21% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/Nuitka/Nuitka
```
PyPi ( 📥 6.6K / month · 📦 54 · ⏱️ 01.02.2021):
```
 pip install nuitka
```
Conda ( 📥 240K · ⏱️ 01.02.2021):
```
 conda install -c conda-forge nuitka
```

pex ( 🥈 27 · ⭐ 1.8K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2

GitHub ( 👨‍💻 95 · 🔀 190 · 📥 240K · 📋 640 - 21% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/pantsbuild/pex
```
PyPi ( 📥 52K / month · 📦 230 · ⏱️ 23.01.2021):
```
 pip install pex
```

py2exe ( 🥈 24 · ⭐ 160) - A distutils extension to create standalone Windows programs from Python code. MIT

GitHub ( 👨‍💻 12 · 🔀 24 · 📥 7.4K · 📦 1K · 📋 55 - 10% open · ⏱️ 17.01.2021):
```
 git clone https://github.com/py2exe/py2exe
```
PyPi ( 📥 13K / month · 📦 170 · ⏱️ 23.01.2021):
```
 pip install py2exe
```

shiv ( 🥈 23 · ⭐ 1.1K) - shiv is a command line utility for building fully self contained Python.. BSD-2

GitHub ( 👨‍💻 29 · 🔀 62 · 📥 110 · 📋 80 - 32% open · ⏱️ 14.12.2020):
```
 git clone https://github.com/linkedin/shiv
```
PyPi ( 📥 2.8K / month · 📦 10 · ⏱️ 19.10.2020):
```
 pip install shiv
```

py2app ( 🥈 23 · ⭐ 100) - py2app is a Python setuptools command which will allow you to make.. MIT

GitHub ( 👨‍💻 24 · 🔀 6 · 📦 3.5K · 📋 330 - 40% open · ⏱️ 23.01.2021):
```
 git clone https://github.com/ronaldoussoren/py2app
```
PyPi ( 📥 5.5K / month · 📦 1.6K · ⏱️ 02.01.2021):
```
 pip install py2app
```

cx_Freeze ( 🥉 22 · ⭐ 640) - Create standalone executables from Python scripts, with the same.. Python-2.0

GitHub ( 👨‍💻 86 · 🔀 140 · 📋 600 - 12% open · ⏱️ 31.01.2021):
```
 git clone https://github.com/marcelotduarte/cx_Freeze
```
PyPi ( 📥 13K / month · 📦 150 · ⏱️ 16.12.2017):
```
 pip install cx_freeze
```

Conda ( 📥 45K · ⏱️ 05.01.2021):

 conda install -c conda-forge cx_freeze

pynsist ( 🥉 21 · ⭐ 670) - Build Windows installers for Python applications. MIT

GitHub ( 👨‍💻 26 · 🔀 95 · 📋 150 - 15% open · ⏱️ 11.12.2020):
```
 git clone https://github.com/takluyver/pynsist
```
PyPi ( 📥 980 / month · 📦 88 · ⏱️ 05.11.2020):
```
 pip install pynsist
```

xar ( 🥉 20 · ⭐ 1.4K) - executable archive format. BSD-3

GitHub ( 👨‍💻 21 · 🔀 45 · 📦 13 · 📋 29 - 27% open · ⏱️ 27.01.2021):
```
 git clone https://github.com/facebookincubator/xar
```
PyPi ( 📥 92 / month · ⏱️ 02.12.2020):
```
 pip install xar
```

constructor ( 🥉 19 · ⭐ 290) - tool for creating installers from conda packages. BSD-3

GitHub ( 👨‍💻 44 · 🔀 110 · 📥 220 · 📦 8 · 📋 220 - 14% open · ⏱️ 01.12.2020):
```
 git clone https://github.com/conda/constructor
```
Conda ( 📥 3.4K · ⏱️ 22.08.2020):
```
 conda install -c anaconda constructor
```

PyOxidizer ( 🥉 15 · ⭐ 2.8K) - A modern Python application packaging and distribution tool. MPL-2.0

GitHub ( 👨‍💻 28 · 🔀 100 · 📋 300 - 62% open · ⏱️ 18.01.2021):
```
 git clone https://github.com/indygreg/PyOxidizer
```

Show 2 hidden projects...

subpar ( 🥉 13 · ⭐ 470 · 💀 ) - Subpar is a utility for creating self-contained python.. Apache-2
pyship ( 🥉 11 · ⭐ 5) - freezer, installer and updater for Python applications. MIT

Build Tools

setuptools ( 🥇 34 · ⭐ 1.3K) - Official project repository for the Setuptools build system. MIT

GitHub ( 👨‍💻 410 · 🔀 690 · 📥 100 · 📦 89K · 📋 1.7K - 30% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/pypa/setuptools
```
PyPi ( 📥 44M / month · 📦 58K · ⏱️ 01.02.2021):
```
 pip install setuptools
```

Conda ( 📥 18M · ⏱️ 08.01.2021):

 conda install -c conda-forge setuptools

invoke ( 🥇 32 · ⭐ 3.2K) - Pythonic task management & command execution. BSD-2

GitHub ( 👨‍💻 54 · 🔀 280 · 📦 6.9K · 📋 660 - 45% open · ⏱️ 31.12.2020):
```
 git clone https://github.com/pyinvoke/invoke
```
PyPi ( 📥 550K / month · 📦 4.6K · ⏱️ 31.12.2020):
```
 pip install invoke
```
Conda ( 📥 230K · ⏱️ 06.01.2021):
```
 conda install -c conda-forge invoke
```

wheel ( 🥇 32 · ⭐ 220) - The official binary distribution format for Python. MIT

GitHub ( 👨‍💻 60 · 🔀 84 · 📋 310 - 6% open · ⏱️ 04.01.2021):
```
 git clone https://github.com/pypa/wheel
```
PyPi ( 📥 32M / month · 📦 63K · ⏱️ 13.12.2020):
```
 pip install wheel
```
Conda ( 📥 15M · ⏱️ 13.12.2020):
```
 conda install -c conda-forge wheel
```

twine ( 🥈 31 · ⭐ 1.1K) - Utilities for interacting with PyPI. Apache-2

GitHub ( 👨‍💻 99 · 🔀 230 · 📦 34K · 📋 340 - 11% open · ⏱️ 23.12.2020):
```
 git clone https://github.com/pypa/twine
```
PyPi ( 📥 660K / month · 📦 18K · ⏱️ 24.12.2020):
```
 pip install twine
```
Conda ( 📥 210K · ⏱️ 24.12.2020):
```
 conda install -c conda-forge twine
```

buildbot ( 🥈 30 · ⭐ 4.5K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0

GitHub ( 👨‍💻 780 · 🔀 1.5K · 📥 14K · 📦 240 · 📋 1.3K - 50% open · ⏱️ 29.01.2021):
```
 git clone https://github.com/buildbot/buildbot
```
PyPi ( 📥 2.4K / month · 📦 890 · ⏱️ 29.01.2021):
```
 pip install buildbot
```
Conda ( 📥 25K · ⏱️ 29.01.2021):
```
 conda install -c conda-forge buildbot
```

setuptools_scm ( 🥈 28 · ⭐ 430) - the blessed package to manage your versions by scm tags. MIT

GitHub ( 👨‍💻 77 · 🔀 130 · 📋 310 - 19% open · ⏱️ 13.12.2020):
```
 git clone https://github.com/pypa/setuptools_scm
```
PyPi ( 📥 5.3M / month · 📦 690 · ⏱️ 09.08.2018):
```
 pip install setuptools_scm
```

Conda ( 📥 550K · ⏱️ 14.12.2020):

 conda install -c conda-forge setuptools_scm

scons ( 🥉 27 · ⭐ 1.1K) - SCons - a software construction tool. MIT

GitHub ( 👨‍💻 130 · 🔀 210 · 📥 350 · 📋 3.3K - 20% open · ⏱️ 24.01.2021):
```
 git clone https://github.com/SCons/scons
```
PyPi ( 📥 61K / month · 📦 50 · ⏱️ 17.12.2019):
```
 pip install scons
```
Conda ( 📥 150K · ⏱️ 20.01.2021):
```
 conda install -c conda-forge scons
```

doit ( 🥉 27 · ⭐ 950) - task management & automation tool. MIT

GitHub ( 👨‍💻 50 · 🔀 110 · 📦 650 · 📋 250 - 26% open · ⏱️ 01.09.2020):
```
 git clone https://github.com/pydoit/doit
```
PyPi ( 📥 31K / month · 📦 470 · ⏱️ 04.09.2020):
```
 pip install doit
```
Conda ( 📥 41K · ⏱️ 11.10.2020):
```
 conda install -c conda-forge doit
```

flit ( 🥉 25 · ⭐ 1.3K) - Simplified packaging of Python modules. BSD-3

GitHub ( 👨‍💻 41 · 🔀 64 · 📋 220 - 31% open · ⏱️ 19.11.2020):
```
 git clone https://github.com/takluyver/flit
```
PyPi ( 📥 15K / month · 📦 230 · ⏱️ 06.09.2020):
```
 pip install flit
```
Conda ( 📥 68K · ⏱️ 14.10.2020):
```
 conda install -c conda-forge flit
```

pybuilder ( 🥉 25 · ⭐ 1.3K) - Software build automation tool for Python. Apache-2

GitHub ( 👨‍💻 35 · 🔀 230 · 📋 470 - 17% open · ⏱️ 18.10.2020):
```
 git clone https://github.com/pybuilder/pybuilder
```
PyPi ( 📥 5.4K / month · 📦 110 · ⏱️ 18.10.2020):
```
 pip install pybuilder
```

paver ( 🥉 25 · ⭐ 440) - Python-based project scripting. BSD-3

GitHub ( 👨‍💻 44 · 🔀 76 · 📋 130 - 28% open · ⏱️ 29.12.2020):
```
 git clone https://github.com/paver/paver
```
PyPi ( 📥 15K / month · 📦 1.9K · ⏱️ 31.12.2017):
```
 pip install paver
```
Conda ( 📥 20K · ⏱️ 24.07.2018):
```
 conda install -c conda-forge paver
```

universal-build ( 🥉 10 · ⭐ 5 · 🐣 ) - Universal build utilities for containerized build pipelines. MIT

GitHub ( 👨‍💻 4 · 🔀 2 · 📥 15 · ⏱️ 26.01.2021):

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

PyPi ( 📥 46 / month · ⏱️ 12.12.2020):
```
 pip install universal-build
```

Show 2 hidden projects...

buildout ( 🥉 27 · ⭐ 500) - Buildout is a deployment automation tool written in and extended.. ❗️ZPL-2.1
pynt ( 🥉 19 · ⭐ 150 · 💀 ) - A pynt of Python build. MIT

System Monitoring & Profiling

psutil ( 🥇 36 · ⭐ 7K) - Cross-platform lib for process and system monitoring in Python. BSD-3

GitHub ( 👨‍💻 160 · 🔀 1.1K · 📦 73K · 📋 1.4K - 11% open · ⏱️ 08.01.2021):
```
 git clone https://github.com/giampaolo/psutil
```
PyPi ( 📥 12M / month · 📦 25K · ⏱️ 19.12.2020):
```
 pip install psutil
```
Conda ( 📥 5.6M · ⏱️ 12.01.2021):
```
 conda install -c conda-forge psutil
```

Glances ( 🥇 29 · ⭐ 18K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0

GitHub ( 👨‍💻 140 · 🔀 1.2K · 📥 420 · 📦 270 · 📋 1.3K - 14% open · ⏱️ 30.01.2021):
```
 git clone https://github.com/nicolargo/glances
```
PyPi ( 📥 35K / month · 📦 50 · ⏱️ 24.01.2021):
```
 pip install glances
```
Conda ( 📥 120K · ⏱️ 26.01.2021):
```
 conda install -c conda-forge glances
```

py-spy ( 🥈 28 · ⭐ 6.5K) - Sampling profiler for Python programs. MIT

GitHub ( 👨‍💻 21 · 🔀 230 · 📥 4.3K · 📦 560 · 📋 190 - 31% open · ⏱️ 19.01.2021):
```
 git clone https://github.com/benfred/py-spy
```
PyPi ( 📥 180K / month · 📦 50 · ⏱️ 17.01.2021):
```
 pip install py-spy
```

memory-profiler ( 🥈 27 · ⭐ 2.7K) - Monitor Memory usage of Python code. BSD-3

GitHub ( 👨‍💻 83 · 🔀 290 · 📋 180 - 45% open · ⏱️ 03.12.2020):
```
 git clone https://github.com/pythonprofilers/memory_profiler
```
PyPi ( 📥 90K / month · 📦 530 · ⏱️ 16.08.2018):
```
 pip install memory_profiler
```

Yappi ( 🥈 27 · ⭐ 570) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT

GitHub ( 👨‍💻 21 · 🔀 40 · 📦 360 · 📋 40 - 25% open · ⏱️ 09.12.2020):
```
 git clone https://github.com/sumerc/yappi
```
PyPi ( 📥 67K / month · 📦 640 · ⏱️ 27.11.2020):
```
 pip install yappi
```
Conda ( 📥 60K · ⏱️ 28.11.2020):
```
 conda install -c conda-forge yappi
```

line_profiler ( 🥉 25 · ⭐ 3.5K) - Line-by-line profiling for Python. BSD-3

GitHub ( 👨‍💻 20 · 🔀 240 · 📋 28 - 75% open · ⏱️ 25.01.2021):
```
 git clone https://github.com/pyutils/line_profiler
```
PyPi ( 📥 150K / month · 📦 690 · ⏱️ 20.12.2017):
```
 pip install line_profiler
```

Conda ( 📥 150K · ⏱️ 14.01.2021):

 conda install -c conda-forge line_profiler

pyinstrument ( 🥉 25 · ⭐ 2.5K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3

GitHub ( 👨‍💻 22 · 🔀 92 · 📦 220 · 📋 71 - 25% open · ⏱️ 31.12.2020):
```
 git clone https://github.com/joerick/pyinstrument
```
PyPi ( 📥 48K / month · 📦 140 · ⏱️ 09.09.2020):
```
 pip install pyinstrument
```

Conda ( 📥 61K · ⏱️ 17.12.2020):

 conda install -c conda-forge pyinstrument

pympler ( 🥉 25 · ⭐ 730) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2

GitHub ( 👨‍💻 26 · 🔀 67 · 📋 78 - 41% open · ⏱️ 15.10.2020):
```
 git clone https://github.com/pympler/pympler
```
PyPi ( 📥 71K / month · 📦 480 · ⏱️ 14.10.2020):
```
 pip install pympler
```
Conda ( 📥 160K · ⏱️ 14.10.2020):
```
 conda install -c conda-forge pympler
```

Bpytop ( 🥉 22 · ⭐ 5.4K) - Linux/OSX/FreeBSD resource monitor. Apache-2

GitHub ( 👨‍💻 26 · 🔀 190 · 📋 200 - 13% open · ⏱️ 25.01.2021):
```
 git clone https://github.com/aristocratos/bpytop
```
PyPi ( 📥 5.7K / month · ⏱️ 25.01.2021):
```
 pip install bpytop
```

vprof ( 🥉 22 · ⭐ 3.7K) - Visual profiler for Python. BSD-2

GitHub ( 👨‍💻 17 · 🔀 160 · 📦 70 · 📋 78 - 28% open · ⏱️ 08.11.2020):
```
 git clone https://github.com/nvdv/vprof
```
PyPi ( 📥 1.4K / month · 📦 9 · ⏱️ 29.02.2020):
```
 pip install vprof
```

Scalene ( 🥉 21 · ⭐ 3.6K) - Scalene: a high-performance, high-precision CPU and memory profiler.. Apache-2

GitHub ( 👨‍💻 16 · 🔀 130 · 📦 23 · 📋 77 - 24% open · ⏱️ 04.02.2021):
```
 git clone https://github.com/emeryberger/scalene
```
PyPi ( 📥 1.1K / month · ⏱️ 27.01.2021):
```
 pip install scalene
```

Profiling ( 🥉 20 · ⭐ 3K) - Was an interactive continuous Python profiler. BSD-3

GitHub ( 👨‍💻 18 · 🔀 110 · 📦 30 · 📋 35 - 42% open · ⏱️ 24.08.2020):
```
 git clone https://github.com/what-studio/profiling
```
PyPi ( 📥 2.1K / month · 📦 5 · ⏱️ 28.06.2017):
```
 pip install profiling
```

Show 3 hidden projects...

Diamond ( 🥈 27 · ⭐ 1.6K · 💀 ) - Diamond is a python daemon that collects system metrics and publishes.. MIT
memory_profiler ( 🥉 22 · ⭐ 60 · 💀 ) - Monitor Memory usage of Python code. BSD-3
pyheat ( 🥉 18 · ⭐ 490 · 💀 ) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT

AST Tools

typed_ast ( 🥇 29 · ⭐ 170) - Modified fork of CPython's ast module that parses `# type:`.. Apache-2

GitHub ( 👨‍💻 19 · 🔀 43 · 📋 76 - 5% open · ⏱️ 30.12.2020):
```
 git clone https://github.com/python/typed_ast
```
PyPi ( 📥 5.2M / month · 📦 10K · ⏱️ 30.12.2020):
```
 pip install typed_ast
```

gast ( 🥉 26 · ⭐ 98) - Python AST that abstracts the underlying Python version. BSD-3

GitHub ( 👨‍💻 10 · 🔀 22 · 📦 47K · 📋 24 - 16% open · ⏱️ 26.11.2020):
```
 git clone https://github.com/serge-sans-paille/gast
```
PyPi ( 📥 2.9M / month · 📦 3.4K · ⏱️ 07.08.2020):
```
 pip install gast
```
Conda ( 📥 980K · ⏱️ 07.08.2020):
```
 conda install -c conda-forge gast
```

asteval ( 🥉 23 · ⭐ 120) - minimalistic evaluator of python expression using ast module. MIT

GitHub ( 👨‍💻 16 · 🔀 26 · 📦 480 · 📋 44 - 6% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/newville/asteval
```
PyPi ( 📥 36K / month · 📦 240 · ⏱️ 15.11.2020):
```
 pip install asteval
```
Conda ( 📥 110K · ⏱️ 23.10.2019):
```
 conda install -c conda-forge asteval
```

Show 2 hidden projects...

astor ( 🥈 27 · ⭐ 550 · 💀 ) - Python AST read/write. BSD-3
astunparse ( 🥉 26 · ⭐ 150 · 💀 ) - An AST unparser for Python. BSD-3

Others

pre-commit ( 🥇 31 · ⭐ 5.4K) - A framework for managing and maintaining multi-language pre-commit.. MIT

GitHub ( 👨‍💻 110 · 🔀 400 · 📥 1.8K · 📋 1K - 2% open · ⏱️ 01.02.2021):
```
 git clone https://github.com/pre-commit/pre-commit
```
PyPi ( 📥 1M / month · 📦 2.1K · ⏱️ 27.01.2021):
```
 pip install pre-commit
```

Conda ( 📥 340K · ⏱️ 28.01.2021):

 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

Comments

Add project: PySimpleGUI
Not yet on the list

Project details:

Project Name: PySimpleGUI

Github URL: http://www.PySimpleGUI.com

Category: GUIs / User Interface Packages

License: LGPL3

Package Managers: pypi:PySimpleGUI pypi:PySimpleGUIQt pypi:PySimpleGUIWeb pypi:PySimpleGUIWx

Additional context:

You don't seem to have a category that fits. There are no GUI/user interface development tools listed so there is no category for me to suggest it be in.
add-project
opened by PySimpleGUI 6
Add project: rich
Project details:

Project Name: rich

Github URL: https://github.com/willmcgugan/rich

Category: Logging

License: MIT

Package Managers: pypi:rich, conda:rich

Additional context:

Rich has features of many of the projects in that category. In particular it has great traceback rendering.
add-project
opened by alexmojaki 2
Update project: tqdm
What kind of change does this PR introduce?

[ ] Add a project

[x] Update a project

[ ] Remove a project

[ ] Add or update a category

[ ] Change configuration

[ ] Documentation

[ ] Other, please describe:

Description: Add licence & dockerhub.

Checklist:

[x] I have read the CONTRIBUTING guidelines.

[x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
opened by casperdcl 1
Add project: snoop
Project details:

Project Name: snoop

Github URL: https://github.com/alexmojaki/snoop

Category: Debugging Tools

License: MIT

Package Managers: pypi:snoop

Additional context:

snoop is an alternative to pysnooper. While I may be biased, I do think it's significantly better, and I've explained why in detail here: https://github.com/alexmojaki/snoop/wiki/Comparison-to-PySnooper

While pysnooper has many more stars, AFAICT this comes down to luck and the GitHub trending page in its early days, or at least better marketing.
add-project
opened by alexmojaki 1
Add project: birdseye
Project details:

Project Name: birdseye

Github URL: https://github.com/alexmojaki/birdseye

Category: Debugging Tools

License: MIT

Package Managers: pypi:birdseye

add-project
opened by alexmojaki 1
Add project: xdoctest
Project details: The xdoctest package is a re-write of Python's builtin doctest module. It replaces the old regex-based parser with a new abstract-syntax-tree based parser (using Python's ast module). The goal is to make doctests easier to write, simpler to configure, and encourage the pattern of test driven development.

Project Name: xdoctest

Github URL: https://pypi.org/project/xdoctest/

Category: testing

License: Apache License 2.0

Package Managers: pypi:xdoctest conda:conda-forge/xdoctest

Additional context:

Xdoctest was featured at PyCon2020 and in Hypermodern Python tutorial series.
add-project
opened by Erotemic 1
Best-of update: 2022.12.29

To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.

opened by github-actions[bot] 0
Best-of update: 2022.12.22

To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.

opened by github-actions[bot] 0
Best-of update: 2022.12.15

To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.

opened by github-actions[bot] 0
Best-of update: 2022.12.08

To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.

opened by github-actions[bot] 0
Best-of update: 2022.12.01

To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.

opened by github-actions[bot] 0
Add project: memray
Project details:

Project Name: memray

Github URL: https://github.com/bloomberg/memray

Category: system-monitoring--profiling

License: Apache 2.0

Package Managers: pypi

Additional context:
add-project
opened by soumendrak 0

Releases(2022.12.29)

2022.12.29(Dec 31, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

alive-progress (🥈32 · ⭐ 4K · 📈) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT

nox (🥈31 · ⭐ 940 · 📈) - Flexible test automation for Python. Apache-2

flake8-quotes (🥉28 · ⭐ 160 · 📈) - Flake8 extension for checking quotes in python. MIT

sphinx-autobuild (🥈26 · ⭐ 440 · 📈) - Watch a Sphinx directory and rebuild the.. MIT

portray (🥉24 · ⭐ 810 · 📈) - Your Project with Great Documentation. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

setuptools (🥇44 · ⭐ 1.9K · 📉) - Official project repository for the Setuptools build system. MIT

mkdocs (🥇41 · ⭐ 16K · 📉) - Project documentation with Markdown. BSD-2

sphinx_rtd_theme (🥈37 · ⭐ 4.3K · 📉) - Sphinx theme for readthedocs.org. MIT

pytest-cov (🥇36 · ⭐ 1.4K · 📉) - Coverage plugin for pytest. MIT

twine (🥇36 · ⭐ 1.4K · 📉) - Utilities for interacting with PyPI. Apache-2

Source code(tar.gz)
Source code(zip)
2022.12.15(Dec 17, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

black (🥇44 · ⭐ 30K · 📈) - The uncompromising Python code formatter. MIT

isort (🥈41 · ⭐ 5.4K · 📈) - A Python utility / library to sort imports. MIT

rope (🥇37 · ⭐ 1.5K · 📈) - a python refactoring library. ❗️LGPL-3.0

ipdb (🥇33 · ⭐ 1.6K · 📈) - Integration of IPython pdb. BSD-3

flake8-bugbear (🥈31 · ⭐ 860 · 📈) - A plugin for Flake8 finding likely bugs and design.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

mkdocs-material (🥇40 · ⭐ 12K · 📉) - Documentation that simply works. MIT

pyinstrument (🥈32 · ⭐ 4.9K · 📉) - Call stack profiler for Python. Shows you why your code is.. BSD-3

setuptools_scm (🥉32 · ⭐ 660 · 📉) - the blessed package to manage your versions by scm tags. MIT

nox (🥉29 · ⭐ 930 · 📉) - Flexible test automation for Python. Apache-2

freshenv (🥉14 · ⭐ 150 · 📉) - Provision, share, manage local and cloud developer environments. MPL-2.0

Source code(tar.gz)
Source code(zip)
2022.12.08(Dec 11, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

pytest-bdd (🥈34 · ⭐ 1.1K · 📈) - BDD library for the py.test runner. MIT

PDM (🥈32 · ⭐ 3.4K · 📈) - A modern Python package and dependency manager supporting the latest PEP.. MIT

Bpytop (🥉28 · ⭐ 8.9K · 💤) - Linux/OSX/FreeBSD resource monitor. Apache-2

mkdocstrings (🥈27 · ⭐ 1.1K · 📈) - Automatic documentation from sources, for MkDocs. ISC

flake8-eradicate (🥉26 · ⭐ 270 · 📈) - Flake8 plugin to find commented out or dead code. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

mkdocs-material (🥇41 · ⭐ 12K · 📉) - Documentation that simply works. MIT

jedi (🥇41 · ⭐ 5.3K · 📉) - Awesome autocompletion, static analysis and refactoring library for python. MIT

invoke (🥈35 · ⭐ 3.8K · 📉) - Pythonic task management & command execution. BSD-2

pytype (🥈32 · ⭐ 4K · 📉) - A static type analyzer for Python code. Apache-2

py-spy (🥈31 · ⭐ 9.4K · 📉) - Sampling profiler for Python programs. MIT

Source code(tar.gz)
Source code(zip)
2022.12.01(Dec 1, 2022)
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pipenv (🥇45 · ⭐ 23K · 📈) - Python Development Workflow for Humans. MIT

prospector (🥇34 · ⭐ 1.7K · 📈) - Inspects Python source files and provides information about.. ❗️GPL-2.0

pipx (🥈31 · ⭐ 5.7K · 📈) - Install and Run Python Applications in Isolated Environments. MIT

flake8-import-order (🥉26 · ⭐ 270 · 📈) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0

reloadium (🥉20 · ⭐ 1.7K · 📈) - Advanced Hot Reloading & Profiling for Python. Apache-2

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

poetry (🥈39 · ⭐ 23K · 📉) - Python packaging and dependency management made easy. MIT

tox (🥇39 · ⭐ 3.1K · 📉) - Command line driven CI frontend and development task automation tool. MIT

packaging (🥇35 · ⭐ 440 · 📉) - Core utilities for Python packages. BSD-2

pyautogui (🥈33 · ⭐ 7.5K · 💀) - A cross-platform GUI automation Python module for human beings... BSD-3

nodeenv (🥈33 · ⭐ 1.5K · 📉) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

Source code(tar.gz)
Source code(zip)
2022.11.24(Nov 24, 2022)
📈 Trending Up

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jedi (🥇42 · ⭐ 5.3K · 📈) - Awesome autocompletion, static analysis and refactoring library for python. MIT

nodeenv (🥈34 · ⭐ 1.5K · 📈) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

pytype (🥈33 · ⭐ 4K · 📈) - A static type analyzer for Python code. Apache-2

Scalene (🥈32 · ⭐ 6.7K · 📈) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

mccabe (🥇30 · ⭐ 520 · 💤) - McCabe complexity checker for Python. ❗️Saxpath

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

sphinx_rtd_theme (🥈38 · ⭐ 4.2K · 📉) - Sphinx theme for readthedocs.org. MIT

autopep8 (🥈37 · ⭐ 4.2K · 📉) - A tool that automatically formats Python code to conform to the PEP.. MIT

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

structlog (🥈34 · ⭐ 2.3K · 📉) - Simple, powerful, and fast logging for Python. ❗Unlicensed

docformatter (🥉24 · ⭐ 340 · 📉) - Formats docstrings to follow PEP 257. MIT

Source code(tar.gz)
Source code(zip)
2022.11.17(Nov 17, 2022)
📈 Trending Up

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jedi (🥇41 · ⭐ 5.3K · 📈) - Awesome autocompletion, static analysis and refactoring library for python. MIT

structlog (🥈37 · ⭐ 2.3K · 📈) - Simple, powerful, and fast logging for Python. Apache-2

pyright (🥇36 · ⭐ 8.7K · 📈) - Static type checker for Python. MIT

pytest-xdist (🥈35 · ⭐ 1K · 📈) - pytest plugin for distributed testing and loop-on-failures.. MIT

line_profiler (🥉28 · ⭐ 1.5K · 📈) - Line-by-line profiling for Python. BSD-3

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

Scalene (🥈31 · ⭐ 6.6K · 📉) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

memray (🥈30 · ⭐ 9.6K · 📉) - Memray is a memory profiler for Python. Apache-2

pytest-asyncio (🥉27 · ⭐ 1K · 📉) - Pytest support for asyncio. Apache-2

flake8-bugbear (🥉24 · ⭐ 850 · 📉) - A plugin for Flake8 finding likely bugs and design.. MIT

pytest-testmon (🥉21 · ⭐ 600 · 📉) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0

Source code(tar.gz)
Source code(zip)
2022.11.10(Nov 11, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

pytest-sugar (🥈31 · ⭐ 940 · 📈) - a plugin for py.test that changes the default look and.. BSD-3

buildout (🥉31 · ⭐ 550 · 📈) - Buildout is a deployment automation tool written in and.. ❗️ZPL-2.1

asteval (🥉25 · ⭐ 140 · 📈) - minimalistic evaluator of python expression using ast module. MIT

pytest-testmon (🥉24 · ⭐ 600 · 📈) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0

mkdocs-print-site-plugin (🥉20 · ⭐ 60 · 📈) - MkDocs Plugin that adds an additional page that.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

autopep8 (🥈38 · ⭐ 4.2K · 📉) - A tool that automatically formats Python code to conform to the PEP.. MIT

mimesis (🥈31 · ⭐ 3.8K · 📉) - Mimesis is a high-performance fake data generator for Python, which.. MIT

nose2 (🥈31 · ⭐ 730 · 📉) - The successor to nose, based on unittest2. BSD-3

pybuilder (🥉29 · ⭐ 1.5K · 📉) - Software build automation tool for Python. Apache-2

PyHamcrest (🥉27 · ⭐ 680 · 📉) - Hamcrest matchers for Python. ❗Unlicensed

Source code(tar.gz)
Source code(zip)
2022.11.03(Nov 3, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

mkdocs-material (🥇42 · ⭐ 12K · 📈) - Documentation that simply works. MIT

flake8 (🥇42 · ⭐ 2.4K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT

pytest-asyncio (🥈32 · ⭐ 1K · 📈) - Pytest support for asyncio. Apache-2

memory-profiler (🥈29 · ⭐ 3.6K · 📈) - Monitor Memory usage of Python code. BSD-3

flake8-bugbear (🥈29 · ⭐ 840 · 📈) - A plugin for Flake8 finding likely bugs and design.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

freezegun (🥈33 · ⭐ 3.5K · 📉) - Let your Python tests travel through time. Apache-2

pytest-bdd (🥈30 · ⭐ 1.1K · 📉) - BDD library for the py.test runner. MIT

PyOxidizer (🥈29 · ⭐ 4.4K · 📉) - A modern Python application packaging and distribution tool. MPL-2.0

Diamond (🥈29 · ⭐ 1.7K · 📉) - Diamond is a python daemon that collects system metrics and publishes.. MIT

pipx (🥉25 · ⭐ 5.7K · 📉) - Install and Run Python Applications in Isolated Environments. MIT

Source code(tar.gz)
Source code(zip)
2022.10.27(Oct 27, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

psutil (🥇45 · ⭐ 8.8K · 📈) - Cross-platform lib for process and system monitoring in Python. BSD-3

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

pytest-xdist (🥈34 · ⭐ 990 · 📈) - pytest plugin for distributed testing and loop-on-failures.. MIT

pytest-benchmark (🥈30 · ⭐ 980 · 📈) - py.test fixture for benchmarking code. BSD-2

pytest-datadir (🥉24 · ⭐ 180 · 📈) - pytest plugin for manipulating test data directories and.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

pip (🥇46 · ⭐ 8.3K · 📉) - The Python package installer. MIT

pytest-asyncio (🥉27 · ⭐ 1K · 📉) - Pytest support for asyncio. Apache-2

flake8-bugbear (🥉24 · ⭐ 840 · 📉) - A plugin for Flake8 finding likely bugs and design.. MIT

pytest-testmon (🥉21 · ⭐ 590 · 📉) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0

python-devtools (🥉16 · ⭐ 600 · 📉) - Dev tools for python. MIT

Source code(tar.gz)
Source code(zip)
2022.10.20(Oct 20, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

jedi (🥇40 · ⭐ 5.3K · 📈) - Awesome autocompletion, static analysis and refactoring library for python. MIT

isort (🥈38 · ⭐ 5.3K · 📈) - A Python utility / library to sort imports. MIT

sphinx_rtd_theme (🥈38 · ⭐ 4.2K · 📈) - Sphinx theme for readthedocs.org. MIT

progressbar2 (🥈34 · ⭐ 790 · 📈) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3

wheel (🥈34 · ⭐ 340 · 📈) - The official binary distribution format for Python. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

robotframework (🥇40 · ⭐ 7.4K · 📉) - Generic automation framework for acceptance testing and.. Apache-2

hypothesis (🥇40 · ⭐ 6.3K · 📉) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0

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

pyflakes (🥈34 · ⭐ 1.2K · 📉) - A simple program which checks Python source files for errors. MIT

pytype (🥈32 · ⭐ 3.9K · 📉) - A static type analyzer for Python code. Apache-2

Source code(tar.gz)
Source code(zip)
2022.10.13(Oct 14, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

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

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

pdoc (🥈32 · ⭐ 1.4K · 📈) - API Documentation for Python Projects. Unlicense

flake8-builtins (🥉27 · ⭐ 89 · 📈) - Check for python builtins being used as variables or.. ❗️GPL-2.0

yala (🥉16 · ⭐ 13 · 💤) - Yet Another Linter Aggregator. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

sphinx (🥇43 · ⭐ 4.9K · 📉) - The Sphinx documentation generator. BSD-3

pyinstaller (🥇41 · ⭐ 9.6K · 📉) - Freeze (package) Python programs into stand-alone.. ❗️GPL-2.0

structlog (🥈36 · ⭐ 2.2K · 📉) - Simple, powerful, and fast logging for Python. Apache-2

pyright (🥈35 · ⭐ 8.5K · 📉) - Static type checker for Python. MIT

tabulate (🥈33 · ⭐ 1.4K · 📉) - Pretty-print tabular data in Python, a library and a command-line.. MIT

Source code(tar.gz)
Source code(zip)
2022.10.06(Oct 6, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

hypothesis (🥇41 · ⭐ 6.2K · 📈) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0

pip-tools (🥈37 · ⭐ 6.3K · 📈) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

invoke (🥇36 · ⭐ 3.7K · 📈) - Pythonic task management & command execution. BSD-2

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

hacking (🥈29 · ⭐ 220 · 📈) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

loguru (🥈35 · ⭐ 13K · 📉) - Python logging made (stupidly) simple. MIT

nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+

PySnooper (🥈29 · ⭐ 15K · 📉) - Never use print for debugging again. MIT

alive-progress (🥉27 · ⭐ 3.8K · 📉) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT

sphinx-autobuild (🥉23 · ⭐ 420 · 💀) - Watch a Sphinx directory and rebuild the.. MIT

Source code(tar.gz)
Source code(zip)
2022.09.29(Sep 29, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

sphinx (🥇44 · ⭐ 4.9K · 📈) - The Sphinx documentation builder. BSD-3

hypothesis (🥇40 · ⭐ 6.2K · 📈) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0

pytest-cov (🥇37 · ⭐ 1.3K · 📈) - Coverage plugin for pytest. MIT

wemake-python-styleguide (🥇36 · ⭐ 2K · 📈) - The strictest and most opinionated python linter ever!. MIT

mccabe (🥇30 · ⭐ 500 · 💤) - McCabe complexity checker for Python. ❗️Saxpath

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

black (🥇42 · ⭐ 29K · 📉) - The uncompromising Python code formatter. MIT

virtualenv (🥈40 · ⭐ 4.3K · 📉) - Virtual Python Environment builder. MIT

yapf (🥉35 · ⭐ 13K · 📉) - A formatter for Python files. Apache-2

scons (🥈34 · ⭐ 1.5K · 📉) - SCons - a software construction tool. MIT

twine (🥈34 · ⭐ 1.3K · 📉) - Utilities for interacting with PyPI. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

freshenv (🥉14 · ⭐ 120 · ➕) - Provision, share, manage local and cloud developer environments. ❗️GPL-3.0

Source code(tar.gz)
Source code(zip)
2022.09.22(Sep 22, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

pylama (🥈29 · ⭐ 930 · 📈) - Code audit tool for python. MIT

beartype (🥉27 · ⭐ 1.3K · 📈) - Unbearably fast O(1) runtime type-checking in pure Python. MIT

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

data-science-types (🥉23 · ⭐ 190 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2

pytest-datadir (🥉22 · ⭐ 170 · 📈) - pytest plugin for manipulating test data directories and.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

nodeenv (🥈34 · ⭐ 1.5K · 📉) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

tabulate (🥈34 · ⭐ 1.4K · 📉) - Pretty-print tabular data in Python, a library and a command-line.. MIT

playwright-python (🥈33 · ⭐ 6.9K · 📉) - Python version of the Playwright testing and.. Apache-2

pytype (🥈32 · ⭐ 3.9K · 📉) - A static type analyzer for Python code. Apache-2

pipx (🥉28 · ⭐ 5.5K · 📉) - Install and Run Python Applications in Isolated Environments. MIT

Source code(tar.gz)
Source code(zip)
2022.09.15(Sep 15, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

tqdm (🥇42 · ⭐ 23K · 📈) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0

pyinstaller (🥇42 · ⭐ 9.5K · 📈) - Freeze (package) Python programs into stand-alone.. ❗️GPL-2.0

shiv (🥉25 · ⭐ 1.5K · 📈) - shiv is a command line utility for building fully self contained Python.. BSD-2

python-hunter (🥉24 · ⭐ 690 · 📈) - Hunter is a flexible code tracing toolkit. BSD-2

universal-build (🥉15 · ⭐ 18 · 💤) - Universal build utilities for containerized build pipelines. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

sphinx (🥇43 · ⭐ 4.9K · 📉) - Main repository for the Sphinx documentation builder. BSD-3

pylama (🥈27 · ⭐ 930 · 📉) - Code audit tool for python. MIT

green (🥉27 · ⭐ 740 · 📉) - Green is a clean, colorful, fast python test runner. MIT

darglint (🥉24 · ⭐ 440 · 💤) - A python documentation linter which checks that the docstring.. MIT

data-science-types (🥉20 · ⭐ 190 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2

Source code(tar.gz)
Source code(zip)
2022.09.08(Sep 9, 2022)
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

invoke (🥇35 · ⭐ 3.7K · 📈) - Pythonic task management & command execution. BSD-2

py-spy (🥈33 · ⭐ 9K · 📈) - Sampling profiler for Python programs. MIT

doit (🥉33 · ⭐ 1.5K · 📈) - task management & automation tool. MIT

pytest-xdist (🥈33 · ⭐ 970 · 📈) - pytest plugin for distributed testing and loop-on-failures.. MIT

asteval (🥉25 · ⭐ 140 · 📈) - minimalistic evaluator of python expression using ast module. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

Nuitka (🥈35 · ⭐ 7.4K · 📉) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2

coveralls-python (🥉30 · ⭐ 480 · 📉) - Show coverage stats online via coveralls.io. MIT

PyOxidizer (🥈29 · ⭐ 4.2K · 📉) - A modern Python application packaging and distribution tool. MPL-2.0

prospector (🥈27 · ⭐ 1.7K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0

pip-run (🥉19 · ⭐ 75 · 📉) - pip-run - dynamic dependency loader for Python. MIT

Source code(tar.gz)
Source code(zip)
2022.09.01(Sep 1, 2022)
📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

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

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

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

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

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

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

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

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

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

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

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

Source code(tar.gz)
Source code(zip)
2022.08.25(Aug 25, 2022)
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mkdocs-material (🥇41 · ⭐ 11K · 📈) - Documentation that simply works. MIT

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

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

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

autoflake (🥈29 · ⭐ 580 · 📈) - Removes unused imports and unused variables as reported by pyflakes. MIT

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

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

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typed_ast (🥈29 · ⭐ 210 · 📉) - Modified fork of CPythons ast module that parses # type:.. Apache-2

coala (🥈28 · ⭐ 3.4K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0

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

Source code(tar.gz)
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2022.08.18(Aug 18, 2022)
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pip-tools (🥈37 · ⭐ 6.1K · 📈) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

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hypothesis (🥇40 · ⭐ 6.1K · 📉) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0

py-spy (🥈32 · ⭐ 8.8K · 📉) - Sampling profiler for Python programs. MIT

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

pyenv (🥈31 · ⭐ 28K · 📉) - Simple Python version management. MIT

Yappi (🥉28 · ⭐ 950 · 📉) - Yet Another Python Profiler, but this time thread&coroutine&greenlet.. MIT

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

pylama (🥈29 · ⭐ 910 · 📈) - Code audit tool for python. MIT

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

jedi (🥇38 · ⭐ 5.2K · 📉) - Awesome autocompletion, static analysis and refactoring library for python. MIT

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

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

structlog (🥈34 · ⭐ 2.1K · 📉) - Structured Logging for Python. Apache-2

Source code(tar.gz)
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autopep8 (🥈36 · ⭐ 4.1K · 📈) - A tool that automatically formats Python code to conform to the PEP.. MIT

playwright-python (🥈34 · ⭐ 6.7K · 📈) - Python version of the Playwright testing and.. Apache-2

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pytype (🥈32 · ⭐ 3.8K · 📉) - A static type analyzer for Python code. Apache-2

alabaster (🥈30 · ⭐ 650 · 💤) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3

asv (🥉24 · ⭐ 700 · 📉) - Airspeed Velocity: A simple Python benchmarking tool with web-based.. BSD-3

Source code(tar.gz)
Source code(zip)
2022.07.28(Jul 28, 2022)
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executing (🥇30 · ⭐ 180 · 📈) - Get information about what a Python frame is currently doing,.. MIT

flake8-isort (🥈27 · ⭐ 130 · 📈) - flake8 plugin that integrates isort. ❗️GPL-2.0

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mkdocs-material (🥇39 · ⭐ 10K · 📉) - Documentation that simply works. MIT

numpydoc (🥈35 · ⭐ 20K · 📉) - Numpys Sphinx extensions. BSD-3

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

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Source code(tar.gz)
Source code(zip)
2022.07.21(Jul 21, 2022)
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