Best-of Python Developer Tools

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

This curated list contains 260 awesome open-source projects with a total of 740K 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 43 projects
Code Formatters 7 projects
Code Refactoring 18 projects
Code Security 8 projects
Virtual Environments 9 projects
Dependency & Package Managers 11 projects
Code Metrics & Complexity 6 projects
Logging 21 projects
Documentation 29 projects
Debugging Tools 14 projects
Testing Tools 43 projects
Code Packaging 16 projects
Build Tools 14 projects
System Monitoring & Profiling 18 projects
AST Tools 6 projects
Others 1 projects

Explanation

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

Linters & Style Checkers

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

GitHub (👨‍💻 600 · 🔀 2.3K · 📦 88K · 📋 8.1K - 27% open · ⏱️ 18.08.2022):
```
it clone https://github.com/python/mypy
```
PyPi (📥 14M / month · 📦 6.3K · ⏱️ 06.06.2022):
```
ip install mypy
```
Conda (📥 2.1M · ⏱️ 29.07.2022):
```
onda install -c conda-forge mypy
```

flake8 (🥇41 · ⭐ 2.2K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT

GitHub (👨‍💻 160 · 🔀 220 · 📦 280K · 📋 1.4K - 1% open · ⏱️ 10.08.2022):
```
it clone https://github.com/PyCQA/flake8
```
PyPi (📥 17M / month · 📦 42K · ⏱️ 11.10.2021):
```
ip install flake8
```
Conda (📥 4.6M · ⏱️ 04.08.2022):
```
onda install -c conda-forge flake8
```

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

GitHub (👨‍💻 470 · 🔀 890 · 📋 4.4K - 14% open · ⏱️ 17.08.2022):
```
it clone https://github.com/PyCQA/pylint
```
PyPi (📥 12M / month · 📦 21K · ⏱️ 29.06.2022):
```
ip install pylint
```
Conda (📥 3.1M · ⏱️ 18.07.2022):
```
onda install -c conda-forge pylint
```

pycodestyle (🥇37 · ⭐ 4.7K) - Simple Python style checker in one Python file. ❗️Saxpath

GitHub (👨‍💻 130 · 🔀 660 · 📦 240K · 📋 690 - 17% open · ⏱️ 09.08.2022):
```
it clone https://github.com/PyCQA/pycodestyle
```
PyPi (📥 24M / month · 📦 11K · ⏱️ 11.10.2021):
```
ip install pycodestyle
```

Conda (📥 4.8M · ⏱️ 04.08.2022):

onda install -c conda-forge pycodestyle

pyflakes (🥇37 · ⭐ 1.2K) - A simple program which checks Python source files for errors. MIT

GitHub (👨‍💻 84 · 🔀 160 · 📦 150K · 📋 480 - 13% open · ⏱️ 30.07.2022):
```
it clone https://github.com/PyCQA/pyflakes
```
PyPi (📥 17M / month · 📦 14K · ⏱️ 06.10.2021):
```
ip install pyflakes
```
Conda (📥 4.6M · ⏱️ 30.07.2022):
```
onda install -c conda-forge pyflakes
```

pyright (🥈36 · ⭐ 8.3K) - Static type checker for Python. MIT

GitHub (👨‍💻 78 · 🔀 480 · 📦 330 · 📋 3.1K - 0% open · ⏱️ 17.08.2022):
```
it clone https://github.com/Microsoft/pyright
```
npm (📥 290K / month · 📦 5 · ⏱️ 17.08.2022):
```
pm install pyright
```

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

GitHub (👨‍💻 170 · 🔀 340 · 📦 4.7K · 📋 1K - 9% open · ⏱️ 16.08.2022):
```
it clone https://github.com/wemake-services/wemake-python-styleguide
```
PyPi (📥 190K / month · 📦 25 · ⏱️ 11.03.2022):
```
ip install wemake-python-styleguide
```

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

GitHub (👨‍💻 210 · 🔀 390 · 📋 330 - 31% open · ⏱️ 18.08.2022):
```
it clone https://github.com/facebook/pyre-check
```
PyPi (📥 110K / month · 📦 33 · ⏱️ 30.06.2022):
```
ip install pyre-check
```

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

GitHub (👨‍💻 81 · 🔀 260 · 📋 550 - 18% open · ⏱️ 18.08.2022):
```
it clone https://github.com/google/pytype
```
PyPi (📥 280K / month · 📦 100 · ⏱️ 30.06.2022):
```
ip install pytype
```
Conda (📥 97K · ⏱️ 18.08.2022):
```
onda install -c conda-forge pytype
```

pydocstyle (🥈32 · ⭐ 930) - docstring style checker. MIT

GitHub (👨‍💻 81 · 🔀 170 · 📥 57 · 📦 32K · 📋 300 - 30% open · ⏱️ 05.04.2022):
```
it clone https://github.com/PyCQA/pydocstyle
```
PyPi (📥 2.4M / month · 📦 2.4K · ⏱️ 17.05.2021):
```
ip install pydocstyle
```
Conda (📥 820K · ⏱️ 18.05.2021):
```
onda install -c conda-forge pydocstyle
```

parso (🥈32 · ⭐ 500) - A Python Parser. MIT

GitHub (👨‍💻 44 · 🔀 83 · 📦 220K · 📋 110 - 7% open · ⏱️ 14.02.2022):
```
it clone https://github.com/davidhalter/parso
```
PyPi (📥 15M / month · 📦 5.9K · ⏱️ 30.11.2021):
```
ip install parso
```
Conda (📥 9.1M · ⏱️ 01.12.2021):
```
onda install -c conda-forge parso
```

pylint-django (🥈30 · ⭐ 520) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0

GitHub (👨‍💻 64 · 🔀 110 · 📥 210 · 📦 19K · 📋 200 - 19% open · ⏱️ 12.04.2022):
```
it clone https://github.com/PyCQA/pylint-django
```
PyPi (📥 740K / month · 📦 1.2K · ⏱️ 25.03.2022):
```
ip install pylint-django
```

Conda (📥 100K · ⏱️ 07.04.2022):

onda install -c conda-forge pylint-django

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

GitHub (👨‍💻 48 · 🔀 95 · 📦 4.2K · 📋 130 - 30% open · ⏱️ 08.08.2022):
```
it clone https://github.com/klen/pylama
```
PyPi (📥 110K / month · 📦 600 · ⏱️ 11.03.2022):
```
ip install pylama
```

flake8-bugbear (🥈29 · ⭐ 790) - A plugin for Flake8 finding likely bugs and design problems.. MIT

GitHub (👨‍💻 56 · 🔀 65 · 📦 13K · 📋 140 - 32% open · ⏱️ 05.07.2022):
```
it clone https://github.com/PyCQA/flake8-bugbear
```
PyPi (📥 1.6M / month · 📦 960 · ⏱️ 01.07.2022):
```
ip install flake8-bugbear
```

Conda (📥 610K · ⏱️ 02.07.2022):

onda install -c conda-forge flake8-bugbear

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

GitHub (👨‍💻 34 · 🔀 52 · 📦 9.3K · 📋 53 - 16% open · ⏱️ 04.08.2022):
```
it clone https://github.com/gforcada/flake8-isort
```
PyPi (📥 750K / month · 📦 640 · ⏱️ 14.10.2021):
```
ip install flake8-isort
```

Conda (📥 20K · ⏱️ 05.08.2022):

onda install -c conda-forge flake8-isort

darglint (🥉27 · ⭐ 430 · 💤) - A python documentation linter which checks that the docstring.. MIT

GitHub (👨‍💻 22 · 🔀 38 · 📦 6K · 📋 150 - 35% open · ⏱️ 18.10.2021):
```
it clone https://github.com/terrencepreilly/darglint
```
PyPi (📥 360K / month · 📦 53 · ⏱️ 18.10.2021):
```
ip install darglint
```
Conda (📥 41K · ⏱️ 05.11.2021):
```
onda install -c conda-forge darglint
```

hacking (🥉27 · ⭐ 220) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

GitHub (👨‍💻 180 · 🔀 66 · ⏱️ 10.06.2022):
```
it clone https://github.com/openstack/hacking
```
PyPi (📥 190K / month · 📦 4.4K · ⏱️ 21.04.2021):
```
ip install hacking
```

beartype (🥉26 · ⭐ 1.3K) - Unbearably fast O(1) runtime type-checking in pure Python. MIT

GitHub (👨‍💻 11 · 🔀 22 · 📋 120 - 19% open · ⏱️ 18.08.2022):
```
it clone https://github.com/beartype/beartype
```
PyPi (📥 120K / month · 📦 30 · ⏱️ 15.03.2022):
```
ip install beartype
```
Conda (📥 21K · ⏱️ 15.03.2022):
```
onda install -c conda-forge beartype
```

mypy-protobuf (🥉26 · ⭐ 480) - open source tools to generate mypy stubs from protobufs. Apache-2

GitHub (👨‍💻 34 · 🔀 66 · 📋 110 - 5% open · ⏱️ 31.07.2022):
```
it clone https://github.com/dropbox/mypy-protobuf
```
PyPi (📥 1.1M / month · 📦 56 · ⏱️ 23.01.2022):
```
ip install mypy-protobuf
```

Conda (📥 56K · ⏱️ 24.01.2022):

onda install -c conda-forge mypy-protobuf

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

GitHub (👨‍💻 13 · 🔀 17 · 📋 45 - 15% open · ⏱️ 15.08.2022):
```
it clone https://github.com/adamchainz/flake8-comprehensions
```
PyPi (📥 810K / month · 📦 550 · ⏱️ 19.05.2022):
```
ip install flake8-comprehensions
```

Conda (📥 610K · ⏱️ 19.05.2022):

onda install -c conda-forge flake8-comprehensions

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

GitHub (👨‍💻 30 · 🔀 33 · 📦 8.5K · 📋 44 - 6% open · ⏱️ 19.10.2021):
```
it clone https://github.com/zheller/flake8-quotes
```
PyPi (📥 650K / month · 📦 820 · ⏱️ 15.12.2021):
```
ip install flake8-quotes
```

Conda (📥 610K · ⏱️ 19.10.2021):

onda install -c conda-forge flake8-quotes

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

GitHub (👨‍💻 22 · 🔀 35 · 📦 7.8K · 📋 94 - 20% open · ⏱️ 30.05.2022):
```
it clone https://github.com/mgedmin/check-manifest
```
PyPi (📥 200K / month · 📦 2.6K · ⏱️ 13.03.2022):
```
ip install check-manifest
```

Conda (📥 54K · ⏱️ 13.03.2022):

onda install -c conda-forge check-manifest

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

GitHub (👨‍💻 15 · 🔀 12 · 📋 33 - 12% open · ⏱️ 11.08.2022):
```
it clone https://github.com/wemake-services/flake8-eradicate
```
PyPi (📥 430K / month · 📦 93 · ⏱️ 26.04.2022):
```
ip install flake8-eradicate
```

Conda (📥 2.3K · ⏱️ 11.08.2022):

onda install -c conda-forge flake8-eradicate

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

GitHub (👨‍💻 12 · 🔀 23 · 📦 6.4K · 📋 31 - 16% open · ⏱️ 13.10.2021):
```
it clone https://github.com/PyCQA/flake8-commas
```
PyPi (📥 340K / month · 📦 330 · ⏱️ 13.10.2021):
```
ip install flake8-commas
```

flake8-builtins (🥉24 · ⭐ 83 · 💤) - Check for python builtins being used as variables or.. ❗️GPL-2.0

GitHub (👨‍💻 15 · 🔀 20 · 📦 4.3K · 📋 37 - 13% open · ⏱️ 20.09.2021):
```
it clone https://github.com/gforcada/flake8-builtins
```
PyPi (📥 520K / month · 📦 300 · ⏱️ 14.05.2020):
```
ip install flake8-builtins
```

Conda (📥 150K · ⏱️ 18.05.2020):

onda install -c conda-forge flake8-builtins

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

GitHub (👨‍💻 9 · 🔀 9 · 📦 2.5K · 📋 28 - 17% open · ⏱️ 06.08.2022):
```
it clone https://github.com/peterjc/flake8-black
```
PyPi (📥 530K / month · 📦 170 · ⏱️ 16.05.2022):
```
ip install flake8-black
```

Conda (📥 300K · ⏱️ 16.05.2022):

onda install -c conda-forge flake8-black

flake8-bandit (🥉22 · ⭐ 87) - Automated security testing using bandit and flake8. MIT

GitHub (👨‍💻 8 · 🔀 26 · 📋 21 - 42% open · ⏱️ 11.03.2022):
```
it clone https://github.com/tylerwince/flake8-bandit
```
PyPi (📥 580K / month · 📦 130 · ⏱️ 11.03.2022):
```
ip install flake8-bandit
```

Fixit (🥉21 · ⭐ 320) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT

GitHub (👨‍💻 30 · 🔀 44 · 📦 23 · 📋 57 - 56% open · ⏱️ 20.06.2022):
```
it clone https://github.com/Instagram/Fixit
```
PyPi (📥 14K / month · 📦 2 · ⏱️ 30.07.2021):
```
ip install fixit
```

nitpick (🥉20 · ⭐ 270) - Enforce the same settings on multiple projects. MIT

GitHub (👨‍💻 15 · 🔀 17 · 📥 4 · 📋 120 - 36% open · ⏱️ 16.08.2022):
```
it clone https://github.com/andreoliwa/nitpick
```
PyPi (📥 12K / month · 📦 4 · ⏱️ 27.03.2022):
```
ip install nitpick
```

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

GitHub (👨‍💻 12 · 🔀 16 · 📥 44 · 📦 100 · 📋 49 - 38% open · ⏱️ 09.02.2022):
```
it clone https://github.com/deppen8/pandas-vet
```
PyPi (📥 49K / month · 📦 9 · ⏱️ 09.02.2022):
```
ip install pandas-vet
```
Conda (📥 11K · ⏱️ 10.02.2022):
```
onda install -c conda-forge pandas-vet
```

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

GitHub (👨‍💻 9 · 🔀 9 · 📋 91 - 23% open · ⏱️ 28.07.2022):
```
it clone https://github.com/MartinThoma/flake8-simplify
```
PyPi (📥 250K / month · 📦 41 · ⏱️ 29.03.2022):
```
ip install flake8-simplify
```

Conda (📥 11K · ⏱️ 29.07.2022):

onda install -c conda-forge flake8-simplify

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

GitHub (👨‍💻 7 · 🔀 9 · 📦 6.4K · 📋 11 - 45% open · ⏱️ 19.07.2022):
```
it clone https://github.com/jschaf/pylint-flask
```
PyPi (📥 330K / month · 📦 360 · ⏱️ 30.01.2019):
```
ip install pylint-flask
```

Conda (📥 59K · ⏱️ 02.02.2019):

onda install -c conda-forge pylint-flask

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

GitHub (👨‍💻 17 · 🔀 36 · 📦 11 · 📋 46 - 43% open · ⏱️ 12.04.2022):
```
it clone https://github.com/justinabrahms/imhotep
```
PyPi (📥 43 / month · 📦 5 · ⏱️ 20.02.2022):
```
ip install imhotep
```

Show 10 hidden projects...

coala (🥈29 · ⭐ 3.4K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
pep8-naming (🥈28 · ⭐ 390) - Naming Convention checker for Python. ❗️Saxpath
flake8-import-order (🥉24 · ⭐ 260 · 💀) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
data-science-types (🥉23 · ⭐ 190 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
flakehell (🥉19 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. MIT
bellybutton (🥉16 · ⭐ 240 · 💀) - Custom Python linting through AST expressions. MIT
pycycle (🥉15 · ⭐ 310 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
yala (🥉14 · ⭐ 13 · 💤) - Yet Another Linter Aggregator. MIT
linty_fresh (🥉13 · ⭐ 180 · 💀) - Surface lint errors during code review. Apache-2 mypy

Code Formatters

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

GitHub (👨‍💻 330 · 🔀 1.8K · 📥 24K · 📦 180K · 📋 2K - 17% open · ⏱️ 13.08.2022):
```
it clone https://github.com/psf/black
```
PyPi (📥 15M / month · 📦 7.9K · ⏱️ 28.06.2022):
```
ip install black
```
Conda (📥 4.6M · ⏱️ 06.08.2022):
```
onda install -c conda-forge black
```

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

GitHub (👨‍💻 54 · 🔀 270 · 📦 130K · 📋 440 - 22% open · ⏱️ 14.08.2022):
```
it clone https://github.com/hhatto/autopep8
```
PyPi (📥 3.4M / month · 📦 5.7K · ⏱️ 24.10.2021):
```
ip install autopep8
```
Conda (📥 790K · ⏱️ 09.08.2022):
```
onda install -c conda-forge autopep8
```

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

GitHub (👨‍💻 260 · 🔀 470 · 📦 260K · 📋 1.1K - 8% open · ⏱️ 20.05.2022):
```
it clone https://github.com/PyCQA/isort
```
PyPi (📥 21M / month · 📦 15K · ⏱️ 09.11.2021):
```
ip install isort
```
Conda (📥 3.5M · ⏱️ 09.11.2021):
```
onda install -c conda-forge isort
```

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

GitHub (👨‍💻 140 · 🔀 860 · 📦 35K · 📋 750 - 46% open · ⏱️ 01.03.2022):
```
it clone https://github.com/google/yapf
```
PyPi (📥 2M / month · 📦 2.1K · ⏱️ 26.12.2021):
```
ip install yapf
```
Conda (📥 1.1M · ⏱️ 06.01.2022):
```
onda install -c conda-forge yapf
```

docformatter (🥉26 · ⭐ 300) - Formats docstrings to follow PEP 257. MIT

GitHub (👨‍💻 20 · 🔀 38 · 📦 1.1K · 📋 58 - 32% open · ⏱️ 11.08.2022):
```
it clone https://github.com/myint/docformatter
```
PyPi (📥 210K / month · 📦 99 · ⏱️ 27.12.2020):
```
ip install docformatter
```

Conda (📥 20K · ⏱️ 29.12.2020):

onda install -c conda-forge docformatter

Show 2 hidden projects...

pyformat (🥉18 · ⭐ 90 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath
autoimport (🥉17 · ⭐ 48) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0

Code Refactoring

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

GitHub (👨‍💻 150 · 🔀 460 · 📦 220K · 📋 1.3K - 3% open · ⏱️ 15.07.2022):
```
it clone https://github.com/davidhalter/jedi
```
PyPi (📥 15M / month · 📦 8.3K · ⏱️ 17.11.2021):
```
ip install jedi
```
Conda (📥 11M · ⏱️ 08.08.2022):
```
onda install -c conda-forge jedi
```

rope (🥇35 · ⭐ 1.4K) - a python refactoring library. ❗️LGPL-3.0

GitHub (👨‍💻 70 · 🔀 160 · 📋 250 - 29% open · ⏱️ 31.07.2022):
```
it clone https://github.com/python-rope/rope
```
PyPi (📥 800K / month · 📦 1.6K · ⏱️ 22.06.2022):
```
ip install rope
```
Conda (📥 800K · ⏱️ 29.07.2022):
```
onda install -c conda-forge rope
```

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

GitHub (👨‍💻 27 · 🔀 120 · 📋 300 - 2% open · ⏱️ 15.08.2022):
```
it clone https://github.com/asottile/pyupgrade
```
PyPi (📥 320K / month · 📦 52 · ⏱️ 06.06.2022):
```
ip install pyupgrade
```
Conda (📥 400K · ⏱️ 27.07.2022):
```
onda install -c conda-forge pyupgrade
```

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

GitHub (👨‍💻 33 · 🔀 100 · 📦 1.9K · 📋 160 - 11% open · ⏱️ 27.07.2022):
```
it clone https://github.com/jendrikseipp/vulture
```
PyPi (📥 340K / month · 📦 220 · ⏱️ 03.07.2022):
```
ip install vulture
```
Conda (📥 57K · ⏱️ 20.05.2022):
```
onda install -c conda-forge vulture
```

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

GitHub (👨‍💻 42 · 🔀 140 · 📋 160 - 24% open · ⏱️ 04.07.2022):
```
it clone https://github.com/Instagram/MonkeyType
```
PyPi (📥 57K / month · 📦 25 · ⏱️ 18.02.2022):
```
ip install monkeytype
```
Conda (📥 42K · ⏱️ 19.02.2022):
```
onda install -c conda-forge monkeytype
```

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

GitHub (👨‍💻 34 · 🔀 73 · 📦 410 · 📋 130 - 63% open · ⏱️ 09.12.2021):
```
it clone https://github.com/pycqa/redbaron
```
PyPi (📥 30K / month · 📦 120 · ⏱️ 17.03.2019):
```
ip install redbaron
```

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

GitHub (👨‍💻 33 · 🔀 52 · 📦 230 · 📋 75 - 61% open · ⏱️ 09.12.2021):
```
it clone https://github.com/PyCQA/baron
```
PyPi (📥 31K / month · 📦 59 · ⏱️ 09.12.2021):
```
ip install baron
```

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

GitHub (👨‍💻 27 · 🔀 90 · 📋 80 - 57% open · ⏱️ 04.03.2022):
```
it clone https://github.com/facebookincubator/Bowler
```
PyPi (📥 54K / month · 📦 7 · ⏱️ 17.09.2020):
```
ip install bowler
```
Conda (📥 13K · ⏱️ 12.06.2019):
```
onda install -c conda-forge bowler
```

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

GitHub (👨‍💻 17 · 🔀 56 · 📦 74 · 📋 59 - 44% open · ⏱️ 12.10.2021):
```
it clone https://github.com/dropbox/pyannotate
```
PyPi (📥 4.5K / month · 📦 18 · ⏱️ 16.09.2019):
```
ip install pyannotate
```

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

GitHub (👨‍💻 9 · 🔀 18 · 📋 45 - 2% open · ⏱️ 15.08.2022):
```
it clone https://github.com/asottile/add-trailing-comma
```
PyPi (📥 20K / month · 📦 12 · ⏱️ 17.04.2022):
```
ip install add-trailing-comma
```

unimport (🥉18 · ⭐ 150) - A linter, formatter for finding and removing unused import statements. MIT

GitHub (👨‍💻 12 · 🔀 13 · 📋 87 - 12% open · ⏱️ 09.08.2022):
```
it clone https://github.com/hakancelik96/unimport
```
PyPi (📥 6.6K / month · ⏱️ 29.01.2022):
```
ip install unimport
```

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

GitHub (👨‍💻 9 · 🔀 17 · ⏱️ 14.08.2022):
```
it clone https://github.com/ambv/retype
```
PyPi (📥 630 / month · 📦 18 · ⏱️ 29.12.2021):
```
ip install retype
```
Conda (📥 18K · ⏱️ 15.08.2022):
```
onda install -c conda-forge retype
```

com2ann (🥉16 · ⭐ 110) - Tool for translation type comments to type annotations in Python. MIT

GitHub (👨‍💻 5 · 🔀 8 · 📦 21 · 📋 25 - 28% open · ⏱️ 19.07.2022):
```
it clone https://github.com/ilevkivskyi/com2ann
```
PyPi (📥 4.7K / month · 📦 1 · ⏱️ 21.08.2021):
```
ip install com2ann
```

Show 5 hidden projects...

autoflake (🥈27 · ⭐ 560 · 💀) - Removes unused imports and unused variables as reported by pyflakes. MIT
eradicate (🥉23 · ⭐ 140) - Removes commented-out code from Python files. ❗️Saxpath
unify (🥉20 · ⭐ 71 · 💀) - Modifies strings to all use the same quote where possible. MIT
pep8ify (🥉15 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
massedit (🥉14 · ⭐ 100 · 💀) - Programmatically edit text files with Python. Useful for source to.. MIT

Code Security

bandit (🥇37 · ⭐ 4.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2

GitHub (👨‍💻 160 · 🔀 460 · 📥 420 · 📦 18K · 📋 600 - 28% open · ⏱️ 11.08.2022):
```
it clone https://github.com/PyCQA/bandit
```
PyPi (📥 2.6M / month · 📦 1.5K · ⏱️ 04.03.2022):
```
ip install bandit
```
Conda (📥 160K · ⏱️ 16.04.2022):
```
onda install -c conda-forge bandit
```

sqlmap (🥈31 · ⭐ 24K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0

GitHub (👨‍💻 120 · 🔀 4.9K · 📋 4.7K - 1% open · ⏱️ 10.08.2022):
```
it clone https://github.com/sqlmapproject/sqlmap
```
PyPi (📥 5.9K / month · 📦 6 · ⏱️ 03.06.2022):
```
ip install sqlmap
```

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

GitHub (👨‍💻 66 · 🔀 300 · 📋 270 - 35% open · ⏱️ 05.08.2022):
```
it clone https://github.com/Yelp/detect-secrets
```
PyPi (📥 510K / month · 📦 24 · ⏱️ 16.02.2022):
```
ip install detect-secrets
```

safety (🥈31 · ⭐ 1.3K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT

GitHub (👨‍💻 38 · 🔀 120 · 📥 180K · 📦 2 · 📋 150 - 41% open · ⏱️ 18.07.2022):
```
it clone https://github.com/pyupio/safety
```
PyPi (📥 1M / month · 📦 350 · ⏱️ 28.06.2022):
```
ip install safety
```
Conda (📥 36K · ⏱️ 18.07.2022):
```
onda install -c conda-forge safety
```

dlint (🥉19 · ⭐ 97) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3

GitHub (👨‍💻 11 · 🔀 9 · 📋 38 - 55% open · ⏱️ 09.08.2022):
```
it clone https://github.com/dlint-py/dlint
```
PyPi (📥 170K / month · 📦 45 · ⏱️ 27.10.2021):
```
ip install dlint
```
Conda (📥 740 · ⏱️ 10.08.2022):
```
onda install -c conda-forge dlint
```

Show 3 hidden projects...

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

Virtual Environments

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

GitHub (👨‍💻 420 · 🔀 1.8K · 📦 32K · 📋 3.8K - 10% open · ⏱️ 17.08.2022):
```
it clone https://github.com/pypa/pipenv
```
PyPi (📥 5.6M / month · 📦 1.2K · ⏱️ 04.07.2022):
```
ip install pipenv
```
Conda (📥 61K · ⏱️ 17.08.2022):
```
onda install -c conda-forge pipenv
```

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

GitHub (👨‍💻 220 · 🔀 950 · 📋 1.2K - 6% open · ⏱️ 04.08.2022):
```
it clone https://github.com/pypa/virtualenv
```
PyPi (📥 32M / month · 📦 18K · ⏱️ 27.07.2022):
```
ip install virtualenv
```
Conda (📥 2.4M · ⏱️ 04.08.2022):
```
onda install -c conda-forge virtualenv
```

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

GitHub (👨‍💻 84 · 🔀 160 · 📦 25K · 📋 170 - 22% open · ⏱️ 25.06.2022):
```
it clone https://github.com/ekalinin/nodeenv
```
PyPi (📥 6.6M / month · 📦 900 · ⏱️ 25.06.2022):
```
ip install nodeenv
```
Conda (📥 1.4M · ⏱️ 25.06.2022):
```
onda install -c conda-forge nodeenv
```

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

GitHub (👨‍💻 380 · 🔀 2.5K · 📋 1.5K - 3% open · ⏱️ 16.08.2022):
```
it clone https://github.com/pyenv/pyenv
```
PyPi (📥 7.4K / month · 📦 1 · ⏱️ 12.01.2019):
```
ip install pyenv
```

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

GitHub (👨‍💻 49 · 🔀 330 · 📋 330 - 39% open · ⏱️ 19.05.2022):
```
it clone https://github.com/pyenv/pyenv-virtualenv
```

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

GitHub (👨‍💻 59 · 🔀 170 · 📋 200 - 13% open · ⏱️ 15.07.2022):
```
it clone https://github.com/spotify/dh-virtualenv
```

pyenv-installer (🥉15 · ⭐ 3.3K) - This tool is used to install `pyenv` and friends. MIT

GitHub (👨‍💻 35 · 🔀 350 · 📋 73 - 9% open · ⏱️ 01.05.2022):
```
it clone https://github.com/pyenv/pyenv-installer
```

Show 2 hidden projects...

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

Dependency & Package Managers

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

GitHub (👨‍💻 690 · 🔀 2.7K · 📦 94K · 📋 6.5K - 15% open · ⏱️ 17.08.2022):
```
it clone https://github.com/pypa/pip
```
PyPi (📥 130M / month · 📦 11K · ⏱️ 31.05.2022):
```
ip install pip
```
Conda (📥 48M · ⏱️ 04.08.2022):
```
onda install -c conda-forge pip
```

poetry (🥇40 · ⭐ 21K) - Python dependency management and packaging made easy. MIT

GitHub (👨‍💻 380 · 🔀 1.7K · 📥 14M · 📋 4.4K - 28% open · ⏱️ 18.08.2022):
```
it clone https://github.com/python-poetry/poetry
```
PyPi (📥 7.8M / month · 📦 160 · ⏱️ 06.06.2022):
```
ip install poetry
```
Conda (📥 560K · ⏱️ 13.07.2022):
```
onda install -c conda-forge poetry
```

conda (🥇40 · ⭐ 4.8K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3

GitHub (👨‍💻 390 · 🔀 1.2K · 📋 8.6K - 12% open · ⏱️ 12.08.2022):
```
it clone https://github.com/conda/conda
```
PyPi (📥 180K / month · 📦 1.1K · ⏱️ 22.04.2017):
```
ip install conda
```
Conda (📥 30M · ⏱️ 17.08.2022):
```
onda install -c conda-forge conda
```

pip-tools (🥈37 · ⭐ 6.1K · 📈) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

GitHub (👨‍💻 170 · 🔀 520 · 📋 860 - 14% open · ⏱️ 13.08.2022):
```
it clone https://github.com/jazzband/pip-tools
```
PyPi (📥 7.3M / month · 📦 1.9K · ⏱️ 30.06.2022):
```
ip install pip-tools
```
Conda (📥 47K · ⏱️ 24.05.2022):
```
onda install -c conda-forge pip-tools
```

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

GitHub (👨‍💻 51 · 🔀 300 · 📦 12K · 📋 220 - 57% open · ⏱️ 23.10.2021):
```
it clone https://github.com/bndr/pipreqs
```
PyPi (📥 240K / month · 📦 340 · ⏱️ 23.10.2021):
```
ip install pipreqs
```
Conda (📥 28K · ⏱️ 08.04.2022):
```
onda install -c conda-forge pipreqs
```

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

GitHub (👨‍💻 81 · 🔀 250 · 📋 500 - 21% open · ⏱️ 17.08.2022):
```
it clone https://github.com/pypa/pipx
```
PyPi (📥 530K / month · 📦 9 · ⏱️ 28.05.2022):
```
ip install pipx
```
Conda (📥 6.3K · ⏱️ 10.06.2022):
```
onda install -c conda-forge pipx
```

mamba (🥉28 · ⭐ 3.5K) - The Fast Cross-Platform Package Manager. BSD-3

GitHub (👨‍💻 86 · 🔀 190 · 📋 980 - 36% open · ⏱️ 17.08.2022):
```
it clone https://github.com/mamba-org/mamba
```
Conda (📥 3.9M · ⏱️ 26.07.2022):
```
onda install -c conda-forge mamba
```

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

GitHub (👨‍💻 70 · 🔀 130 · 📥 3 · 📋 710 - 2% open · ⏱️ 15.08.2022):
```
it clone https://github.com/pdm-project/pdm
```
PyPi (📥 68K / month · 📦 2 · ⏱️ 02.07.2022):
```
ip install pdm
```
Conda (📥 24K · ⏱️ 28.06.2022):
```
onda install -c conda-forge pdm
```

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

GitHub (👨‍💻 28 · 🔀 40 · 📥 4.3K · 📦 41 · 📋 130 - 42% open · ⏱️ 11.03.2022):
```
it clone https://github.com/David-OConnor/pyflow
```
PyPi (📥 120 / month · 📦 1 · ⏱️ 02.07.2021):
```
ip install pyflow
```

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

GitHub (👨‍💻 13 · 🔀 11 · 📋 43 - 6% open · ⏱️ 06.07.2022):
```
it clone https://github.com/jaraco/pip-run
```
PyPi (📥 8.6K / month · 📦 3 · ⏱️ 06.07.2022):
```
ip install pip-run
```

Show 1 hidden projects...

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

Code Metrics & Complexity

mccabe (🥇29 · ⭐ 490 · 💤) - McCabe complexity checker for Python. ❗️Saxpath

GitHub (👨‍💻 21 · 🔀 46 · 📦 290K · 📋 48 - 25% open · ⏱️ 24.01.2022):
```
it clone https://github.com/PyCQA/mccabe
```
PyPi (📥 24M / month · 📦 16K · ⏱️ 24.01.2022):
```
ip install mccabe
```
Conda (📥 5M · ⏱️ 24.01.2022):
```
onda install -c conda-forge mccabe
```

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

GitHub (👨‍💻 79 · 🔀 150 · 📋 320 - 12% open · ⏱️ 14.08.2022):
```
it clone https://github.com/PyCQA/prospector
```
PyPi (📥 360K / month · 📦 670 · ⏱️ 18.03.2022):
```
ip install prospector
```
Conda (📥 35K · ⏱️ 10.03.2022):
```
onda install -c conda-forge prospector
```

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

GitHub (👨‍💻 51 · 🔀 97 · 📦 2.7K · 📋 160 - 12% open · ⏱️ 12.05.2022):
```
it clone https://github.com/rubik/radon
```
PyPi (📥 380K / month · 📦 600 · ⏱️ 15.12.2021):
```
ip install radon
```
Conda (📥 44K · ⏱️ 07.09.2021):
```
onda install -c conda-forge radon
```

wily (🥉24 · ⭐ 970) - A Python application for tracking, reporting on timing and complexity in.. Apache-2

GitHub (👨‍💻 20 · 🔀 51 · 📋 87 - 35% open · ⏱️ 20.07.2022):
```
it clone https://github.com/tonybaloney/wily
```
PyPi (📥 27K / month · 📦 10 · ⏱️ 18.05.2022):
```
ip install wily
```

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

GitHub (👨‍💻 9 · 🔀 18 · 📦 390 · 📋 33 - 18% open · ⏱️ 24.02.2022):
```
it clone https://github.com/rubik/xenon
```
PyPi (📥 84K / month · 📦 69 · ⏱️ 24.02.2022):
```
ip install xenon
```
Conda (📥 16K · ⏱️ 12.10.2019):
```
onda install -c conda-forge xenon
```

Show 1 hidden projects...

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

Logging

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

GitHub (👨‍💻 180 · 🔀 1.3K · 📦 26K · 📋 900 - 9% open · ⏱️ 17.08.2022):
```
it clone https://github.com/Textualize/rich
```
PyPi (📥 13M / month · 📦 2.1K · ⏱️ 24.05.2022):
```
ip install rich
```
Conda (📥 1.4M · ⏱️ 11.07.2022):
```
onda install -c conda-forge rich
```

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

GitHub (👨‍💻 110 · 🔀 1.1K · 📥 9.6K · 📦 310K · 📋 900 - 38% open · ⏱️ 04.04.2022):
```
it clone https://github.com/tqdm/tqdm
```
PyPi (📥 42M / month · 📦 22K · ⏱️ 04.04.2022):
```
ip install tqdm
```
Conda (📥 13M · ⏱️ 04.04.2022):
```
onda install -c conda-forge tqdm
```
Docker Hub (📥 4K · ⭐ 2 · ⏱️ 06.08.2022):
```
ocker pull tqdm/tqdm
```

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

GitHub (👨‍💻 140 · 🔀 300 · 📥 4.2K · 📦 23K · 📋 720 - 23% open · ⏱️ 16.08.2022):
```
it clone https://github.com/getsentry/sentry-python
```
PyPi (📥 16M / month · 📦 1K · ⏱️ 22.06.2022):
```
ip install sentry-sdk
```
Conda (📥 220K · ⏱️ 16.08.2022):
```
onda install -c conda-forge sentry-sdk
```

loguru (🥈37 · ⭐ 13K) - Python logging made (stupidly) simple. MIT

GitHub (👨‍💻 38 · 🔀 540 · 📦 24K · 📋 680 - 17% open · ⏱️ 16.08.2022):
```
it clone https://github.com/Delgan/loguru
```
PyPi (📥 3.5M / month · 📦 1.5K · ⏱️ 20.09.2020):
```
ip install loguru
```
Conda (📥 610K · ⏱️ 08.04.2022):
```
onda install -c conda-forge loguru
```

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

GitHub (👨‍💻 76 · 🔀 110 · 📦 83K · 📋 140 - 49% open · ⏱️ 22.06.2022):
```
it clone https://github.com/astanin/python-tabulate
```
PyPi (📥 40M / month · 📦 6.6K · ⏱️ 21.06.2022):
```
ip install tabulate
```
Conda (📥 2.9M · ⏱️ 22.06.2022):
```
onda install -c conda-forge tabulate
```

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

GitHub (👨‍💻 54 · 🔀 180 · 📦 28K · 📋 80 - 40% open · ⏱️ 13.07.2022):
```
it clone https://github.com/madzak/python-json-logger
```
PyPi (📥 6.7M / month · 📦 730 · ⏱️ 27.07.2021):
```
ip install python-json-logger
```

Conda (📥 1.4M · ⏱️ 12.10.2020):

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

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

GitHub (👨‍💻 89 · 🔀 160 · 📋 240 - 10% open · ⏱️ 15.08.2022):
```
it clone https://github.com/hynek/structlog
```
PyPi (📥 4.3M / month · 📦 940 · ⏱️ 16.12.2021):
```
ip install structlog
```
Conda (📥 220K · ⏱️ 28.07.2022):
```
onda install -c conda-forge structlog
```

progressbar2 (🥈32 · ⭐ 780 · 💤) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3

GitHub (👨‍💻 40 · 🔀 100 · 📥 1.7K · 📦 21K · 📋 200 - 6% open · ⏱️ 05.01.2022):
```
it clone https://github.com/WoLpH/python-progressbar
```
PyPi (📥 13M / month · 📦 1.5K · ⏱️ 05.01.2022):
```
ip install progressbar2
```

Conda (📥 540K · ⏱️ 01.02.2022):

onda install -c conda-forge progressbar2

colorlog (🥉30 · ⭐ 750 · 💤) - A colored formatter for the python logging module. MIT

GitHub (👨‍💻 30 · 🔀 78 · 📦 17K · ⏱️ 08.11.2021):
```
it clone https://github.com/borntyping/python-colorlog
```
PyPi (📥 8.4M / month · 📦 2.4K · ⏱️ 08.11.2021):
```
ip install colorlog
```
Conda (📥 1.1M · ⏱️ 12.06.2022):
```
onda install -c conda-forge colorlog
```

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

GitHub (👨‍💻 7 · 🔀 150 · 📦 1K · 📋 150 - 12% open · ⏱️ 16.07.2022):
```
it clone https://github.com/rsalmei/alive-progress
```
PyPi (📥 88K / month · 📦 110 · ⏱️ 01.04.2022):
```
ip install alive-progress
```

Conda (📥 17K · ⏱️ 08.01.2021):

onda install -c conda-forge alive-progress

wasabi (🥉29 · ⭐ 350) - A lightweight console printing and formatting toolkit. MIT

GitHub (👨‍💻 9 · 🔀 23 · 📦 21K · 📋 8 - 50% open · ⏱️ 28.07.2022):
```
it clone https://github.com/ines/wasabi
```
PyPi (📥 3.8M / month · 📦 290 · ⏱️ 30.03.2022):
```
ip install wasabi
```
Conda (📥 860K · ⏱️ 27.07.2022):
```
onda install -c conda-forge wasabi
```

notifiers (🥉25 · ⭐ 2.2K) - The easy way to send notifications. MIT

GitHub (👨‍💻 19 · 🔀 87 · 📋 98 - 32% open · ⏱️ 14.07.2022):
```
it clone https://github.com/liiight/notifiers
```
PyPi (📥 440K / month · 📦 17 · ⏱️ 10.02.2022):
```
ip install notifiers
```
Conda (📥 23K · ⏱️ 16.11.2021):
```
onda install -c conda-forge notifiers
```

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

GitHub (👨‍💻 6 · 🔀 34 · 📦 130 · 📋 29 - 27% open · ⏱️ 13.08.2022):
```
it clone https://github.com/cknd/stackprinter
```
PyPi (📥 260K / month · 📦 26 · ⏱️ 02.04.2022):
```
ip install stackprinter
```

Conda (📥 3.6K · ⏱️ 31.10.2020):

onda install -c conda-forge stackprinter

better-exceptions (🥉24 · ⭐ 4.2K) - Pretty and useful exceptions in Python, automatically. MIT

GitHub (👨‍💻 16 · 🔀 200 · 📋 74 - 39% open · ⏱️ 12.08.2022):
```
it clone https://github.com/Qix-/better-exceptions
```
PyPi (📥 64K / month · 📦 58 · ⏱️ 29.01.2021):
```
ip install better-exceptions
```

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

GitHub (👨‍💻 16 · 🔀 370 · 📥 190 · 📦 22 · 📋 58 - 34% open · ⏱️ 16.02.2022):
```
it clone https://github.com/shobrook/rebound
```
PyPi (📥 1.9K / month · 📦 18 · ⏱️ 25.04.2022):
```
ip install rebound
```
Conda (📥 200K · ⏱️ 04.08.2022):
```
onda install -c conda-forge rebound
```

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

GitHub (👨‍💻 5 · 🔀 78 · 📋 42 - 9% open · ⏱️ 24.11.2021):
```
it clone https://github.com/onelivesleft/PrettyErrors
```
PyPi (📥 21K / month · 📦 45 · ⏱️ 24.11.2021):
```
ip install pretty_errors
```

Conda (📥 6.2K · ⏱️ 27.11.2021):

onda install -c conda-forge pretty_errors

python-devtools (🥉18 · ⭐ 560) - Dev tools for python. MIT

GitHub (👨‍💻 8 · 🔀 28 · 📋 43 - 13% open · ⏱️ 01.08.2022):
```
it clone https://github.com/samuelcolvin/python-devtools
```
PyPi (📥 420 / month · 📦 1 · ⏱️ 21.08.2017):
```
ip install python-devtools
```

Conda (📥 5.7K · ⏱️ 27.07.2022):

onda install -c conda-forge python-devtools

Show 4 hidden projects...

logbook (🥈32 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. BSD-3
prettytable (🥉28 · ⭐ 830) - Display tabular data in a visually appealing ASCII table.. ❗️BSD-1-Clause
python-coloredlogs (🥉27 · ⭐ 480 · 💀) - Colored terminal output for Pythons logging module. MIT
tbvaccine (🥉16 · ⭐ 360 · 💀) - A small utility to pretty-print Python tracebacks. MIT

Documentation

🔗 best-of-mkdocs ( ⭐ 34 · 🐣) - Collection of MkDocs projects and plugins.

sphinx (🥇44 · ⭐ 4.8K) - Main repository for the Sphinx documentation builder. BSD-3

GitHub (👨‍💻 750 · 🔀 1.7K · 📦 220K · 📋 6.2K - 17% open · ⏱️ 15.08.2022):
```
it clone https://github.com/sphinx-doc/sphinx
```
PyPi (📥 7.3M / month · 📦 60K · ⏱️ 02.06.2022):
```
ip install sphinx
```
Conda (📥 5.8M · ⏱️ 02.08.2022):
```
onda install -c conda-forge sphinx
```

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

GitHub (👨‍💻 220 · 🔀 2K · 📦 24K · 📋 1.7K - 7% open · ⏱️ 17.08.2022):
```
it clone https://github.com/mkdocs/mkdocs
```
PyPi (📥 1M / month · 📦 3.8K · ⏱️ 26.03.2022):
```
ip install mkdocs
```
Conda (📥 190K · ⏱️ 31.03.2022):
```
onda install -c conda-forge mkdocs
```

mkdocs-material (🥇40 · ⭐ 11K · 📈) - Documentation that simply works. MIT

GitHub (👨‍💻 160 · 🔀 2.4K · 📦 16K · 📋 1.5K - 0% open · ⏱️ 15.08.2022):
```
it clone https://github.com/squidfunk/mkdocs-material
```
PyPi (📥 1.1M / month · 📦 1.3K · ⏱️ 04.07.2022):
```
ip install mkdocs-material
```

Conda (📥 140K · ⏱️ 13.08.2022):

onda install -c conda-forge mkdocs-material

sphinx_rtd_theme (🥈36 · ⭐ 4.2K) - Sphinx theme for readthedocs.org. MIT

GitHub (👨‍💻 110 · 🔀 1.7K · 📦 16 · 📋 770 - 28% open · ⏱️ 17.08.2022):
```
it clone https://github.com/readthedocs/sphinx_rtd_theme
```
PyPi (📥 2.6M / month · 📦 6K · ⏱️ 13.09.2021):
```
ip install sphinx_rtd_theme
```

Conda (📥 2.6M · ⏱️ 17.09.2021):

onda install -c conda-forge sphinx_rtd_theme

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

GitHub (👨‍💻 73 · 🔀 7.2K · 📦 33K · 📋 180 - 34% open · ⏱️ 17.08.2022):
```
it clone https://github.com/numpy/numpydoc
```
PyPi (📥 400K / month · 📦 4.4K · ⏱️ 09.06.2022):
```
ip install numpydoc
```
Conda (📥 1.2M · ⏱️ 19.07.2022):
```
onda install -c conda-forge numpydoc
```

breathe (🥈32 · ⭐ 610) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3

GitHub (👨‍💻 100 · 🔀 160 · 📥 370 · 📦 7.3K · 📋 520 - 26% open · ⏱️ 24.07.2022):
```
it clone https://github.com/michaeljones/breathe
```
PyPi (📥 300K / month · 📦 1K · ⏱️ 20.06.2022):
```
ip install breathe
```
Conda (📥 360K · ⏱️ 21.06.2022):
```
onda install -c conda-forge breathe
```

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

GitHub (👨‍💻 39 · 🔀 150 · 📦 780 · 📋 270 - 4% open · ⏱️ 11.08.2022):
```
it clone https://github.com/mitmproxy/pdoc
```
PyPi (📥 110K / month · 📦 200 · ⏱️ 08.06.2022):
```
ip install pdoc
```

alabaster (🥈31 · ⭐ 650 · 💤) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3

GitHub (👨‍💻 28 · 🔀 180 · 📦 69K · 📋 140 - 61% open · ⏱️ 24.09.2021):
```
it clone https://github.com/bitprophet/alabaster
```
PyPi (📥 5.6M / month · 📦 7.7K · ⏱️ 03.10.2018):
```
ip install alabaster
```
Conda (📥 4.5M · ⏱️ 03.10.2018):
```
onda install -c conda-forge alabaster
```

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

GitHub (👨‍💻 44 · 🔀 87 · 📋 140 - 17% open · ⏱️ 08.08.2022):
```
it clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
PyPi (📥 680K / month · 📦 1.4K · ⏱️ 31.07.2022):
```
ip install sphinx-autodoc-typehints
```

Conda (📥 340K · ⏱️ 08.08.2022):

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

mkdocstrings (🥈27 · ⭐ 820) - Automatic documentation from sources, for MkDocs. ISC

GitHub (👨‍💻 30 · 🔀 74 · 📋 280 - 16% open · ⏱️ 17.08.2022):
```
it clone https://github.com/mkdocstrings/mkdocstrings
```
PyPi (📥 200K / month · 📦 240 · ⏱️ 28.05.2022):
```
ip install mkdocstrings
```

Conda (📥 27K · ⏱️ 29.05.2022):

onda install -c conda-forge mkdocstrings

pdoc3 (🥈26 · ⭐ 860) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0

GitHub (👨‍💻 57 · 🔀 130 · 📦 1.8K · 📋 290 - 33% open · ⏱️ 03.02.2022):
```
it clone https://github.com/pdoc3/pdoc
```
PyPi (📥 430K / month · 📦 120 · ⏱️ 03.08.2021):
```
ip install pdoc3
```
Conda (📥 900 · ⏱️ 30.11.2020):
```
onda install -c anaconda pdoc3
```

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

GitHub (👨‍💻 39 · 🔀 210 · 📋 140 - 39% open · ⏱️ 03.02.2022):
```
it clone https://github.com/ryan-roemer/sphinx-bootstrap-theme
```
PyPi (📥 180K / month · 📦 600 · ⏱️ 03.02.2022):
```
ip install sphinx-bootstrap-theme
```

interrogate (🥉25 · ⭐ 390) - Explain yourself! Interrogate a codebase for docstring coverage. MIT

GitHub (👨‍💻 12 · 🔀 29 · 📦 2.2K · 📋 50 - 46% open · ⏱️ 29.07.2022):
```
it clone https://github.com/econchick/interrogate
```
PyPi (📥 140K / month · 📦 89 · ⏱️ 10.09.2021):
```
ip install interrogate
```

mkdocs-awesome-pages-plugin (🥉23 · ⭐ 250) - An MkDocs plugin that simplifies configuring page.. MIT

GitHub (👨‍💻 5 · 🔀 25 · 📋 53 - 16% open · ⏱️ 24.07.2022):
```
it clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
PyPi (📥 73K / month · 📦 78 · ⏱️ 12.02.2022):
```
ip install mkdocs-awesome-pages-plugin
```

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

GitHub (👨‍💻 14 · 🔀 28 · 📋 54 - 7% open · ⏱️ 15.08.2022):
```
it clone https://github.com/asottile/blacken-docs
```
PyPi (📥 24K / month · 📦 17 · ⏱️ 30.01.2022):
```
ip install blacken-docs
```

Conda (📥 23K · ⏱️ 30.01.2022):

onda install -c conda-forge blacken-docs

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

GitHub (👨‍💻 6 · 🔀 43 · 📦 160 · 📋 92 - 56% open · ⏱️ 14.10.2021):
```
it clone https://github.com/orzih/mkdocs-with-pdf
```
PyPi (📥 16K / month · ⏱️ 03.07.2021):
```
ip install mkdocs-with-pdf
```

releases (🥉22 · ⭐ 160 · 💤) - A powerful Sphinx changelog-generating extension. BSD-2

GitHub (👨‍💻 10 · 🔀 38 · 📦 470 · 📋 76 - 43% open · ⏱️ 24.09.2021):
```
it clone https://github.com/bitprophet/releases
```
PyPi (📥 6.1K / month · 📦 370 · ⏱️ 11.01.2020):
```
ip install releases
```

Conda (📥 46K · ⏱️ 19.10.2021):

onda install -c conda-forge sphinx-releases

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

GitHub (👨‍💻 11 · 🔀 37 · 📦 260 · 📋 86 - 47% open · ⏱️ 05.10.2021):
```
it clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
```
PyPi (📥 16K / month · 📦 4 · ⏱️ 05.10.2021):
```
ip install mkdocs-pdf-export-plugin
```

Griffe (🥉21 · ⭐ 100) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC

GitHub (👨‍💻 10 · 🔀 15 · 📋 82 - 28% open · ⏱️ 28.06.2022):
```
it clone https://github.com/mkdocstrings/griffe
```
PyPi (📥 120K / month · 📦 3 · ⏱️ 28.06.2022):
```
ip install griffe
```
Conda (📥 31K · ⏱️ 29.06.2022):
```
onda install -c conda-forge griffe
```

sphinx-markdown-builder (🥉19 · ⭐ 140 · 💤) - sphinx builder that outputs markdown files. MIT

GitHub (👨‍💻 17 · 🔀 32 · 📦 280 · 📋 37 - 56% open · ⏱️ 08.01.2022):
```
it clone https://github.com/clayrisser/sphinx-markdown-builder
```
PyPi (📥 24K / month · 📦 52 · ⏱️ 08.01.2022):
```
ip install sphinx-markdown-builder
```

lazydocs (🥉18 · ⭐ 96) - Generate markdown API documentation from Google-style Python docstring... MIT

GitHub (👨‍💻 9 · 🔀 23 · 📦 81 · 📋 15 - 20% open · ⏱️ 19.05.2022):
```
it clone https://github.com/ml-tooling/lazydocs
```
PyPi (📥 4.9K / month · 📦 19 · ⏱️ 27.07.2021):
```
ip install lazydocs
```

Show 7 hidden projects...

sphinx-autobuild (🥉25 · ⭐ 420 · 💀) - Watch a Sphinx directory and rebuild the.. MIT
pycco (🥉22 · ⭐ 790 · 💀) - Literate-style documentation generator. MIT
portray (🥉21 · ⭐ 800 · 💀) - Your Project with Great Documentation. MIT
pytkdocs (🥉20 · ⭐ 47) - Load Python objects documentation. ISC
mkdocs-git-revision-date-plugin (🥉19 · ⭐ 43) - MkDocs plugin for setting revision date from git per.. MIT
mkdocs-print-site-plugin (🥉19 · ⭐ 43) - MkDocs Plugin that adds an additional page that.. MIT
mkdocs-versioning (🥉16 · ⭐ 38 · 💤) - A tool that allows for versioning sites built with.. MIT

Debugging Tools

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

GitHub (👨‍💻 88 · 🔀 200 · 📦 3.3K · 📋 310 - 48% open · ⏱️ 31.07.2022):
```
it clone https://github.com/inducer/pudb
```
PyPi (📥 170K / month · 📦 740 · ⏱️ 12.03.2022):
```
ip install pudb
```
Conda (📥 140K · ⏱️ 11.01.2022):
```
onda install -c conda-forge pudb
```

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

GitHub (👨‍💻 27 · 🔀 920 · 📦 750 · 📋 120 - 16% open · ⏱️ 02.04.2022):
```
it clone https://github.com/cool-RR/PySnooper
```
PyPi (📥 180K / month · 📦 48 · ⏱️ 02.04.2022):
```
ip install pysnooper
```
Conda (📥 50K · ⏱️ 04.04.2022):
```
onda install -c conda-forge pysnooper
```

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

GitHub (👨‍💻 84 · 🔀 460 · 📦 3.8K · 📋 200 - 31% open · ⏱️ 17.08.2022):
```
it clone https://github.com/eliben/pyelftools
```
PyPi (📥 1.5M / month · 📦 530 · ⏱️ 03.02.2022):
```
ip install pyelftools
```
Conda (📥 97K · ⏱️ 12.08.2022):
```
onda install -c conda-forge pyelftools
```

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

GitHub (👨‍💻 49 · 🔀 130 · 📦 34K · 📋 180 - 34% open · ⏱️ 30.12.2021):
```
it clone https://github.com/gotcha/ipdb
```
PyPi (📥 2.5M / month · 📦 8.7K · ⏱️ 02.06.2021):
```
ip install ipdb
```
Conda (📥 280K · ⏱️ 24.06.2021):
```
onda install -c conda-forge ipdb
```

gdbgui (🥈28 · ⭐ 8.7K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0

GitHub (👨‍💻 40 · 🔀 520 · 📥 9.7K · 📦 190 · 📋 290 - 43% open · ⏱️ 22.06.2022):
```
it clone https://github.com/cs01/gdbgui
```
PyPi (📥 320K / month · 📦 2 · ⏱️ 22.06.2022):
```
ip install gdbgui
```

typeguard (🥈28 · ⭐ 980) - Run-time type checker for Python. MIT

GitHub (👨‍💻 21 · 🔀 76 · 📋 210 - 20% open · ⏱️ 04.07.2022):
```
it clone https://github.com/agronholm/typeguard
```
PyPi (📥 5.3M / month · 📦 390 · ⏱️ 10.12.2021):
```
ip install typeguard
```
Conda (📥 120K · ⏱️ 27.07.2022):
```
onda install -c conda-forge typeguard
```

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

GitHub (👨‍💻 19 · 🔀 120 · 📋 100 - 32% open · ⏱️ 21.07.2022):
```
it clone https://github.com/gruns/icecream
```
PyPi (📥 180K / month · 📦 88 · ⏱️ 15.02.2022):
```
ip install icecream
```
Conda (📥 6.3K · ⏱️ 21.07.2022):
```
onda install -c conda-forge icecream
```

pdbpp (🥉26 · ⭐ 960) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3

GitHub (👨‍💻 41 · 🔀 51 · 📦 3K · 📋 190 - 38% open · ⏱️ 14.07.2022):
```
it clone https://github.com/pdbpp/pdbpp
```
PyPi (📥 230K / month · 📦 590 · ⏱️ 09.07.2021):
```
ip install pdbpp
```
Conda (📥 78K · ⏱️ 11.07.2021):
```
onda install -c conda-forge pdbpp
```

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

GitHub (👨‍💻 21 · 🔀 27 · 📋 43 - 41% open · ⏱️ 26.03.2022):
```
it clone https://github.com/alexmojaki/snoop
```
PyPi (📥 46K / month · 📦 12 · ⏱️ 11.11.2021):
```
ip install snoop
```
Conda (📥 1.1K · ⏱️ 11.11.2021):
```
onda install -c conda-forge snoop
```

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

GitHub (👨‍💻 9 · 🔀 39 · 📦 98 · 📋 87 - 42% open · ⏱️ 15.12.2021):
```
it clone https://github.com/ionelmc/python-hunter
```
PyPi (📥 23K / month · 📦 21 · ⏱️ 15.12.2021):
```
ip install hunter
```
Conda (📥 12K · ⏱️ 16.04.2022):
```
onda install -c conda-forge hunter
```

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

GitHub (👨‍💻 10 · 🔀 74 · 📋 53 - 37% open · ⏱️ 18.05.2022):
```
it clone https://github.com/alexmojaki/birdseye
```
PyPi (📥 980 / month · 📦 4 · ⏱️ 18.05.2022):
```
ip install birdseye
```

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

GitHub (👨‍💻 11 · 🔀 19 · 📦 110 · 📋 21 - 28% open · ⏱️ 02.02.2022):
```
it clone https://github.com/ionelmc/python-manhole
```
PyPi (📥 26K / month · 📦 38 · ⏱️ 08.04.2021):
```
ip install manhole
```
Conda (📥 5.4K · ⏱️ 13.04.2022):
```
onda install -c conda-forge manhole
```

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

GitHub (👨‍💻 1 · 🔀 13 · 📋 21 - 33% open · ⏱️ 08.08.2022):
```
it clone https://github.com/reloadware/reloadium
```
PyPi (📥 1.2K / month · ⏱️ 15.06.2022):
```
ip install reloadium
```

Show 1 hidden projects...

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

Testing Tools

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

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

pytest (🥇47 · ⭐ 9.1K) - The pytest framework makes it easy to write small tests, yet scales.. MIT

GitHub (👨‍💻 810 · 🔀 2.1K · 📦 560K · 📋 5K - 15% open · ⏱️ 17.08.2022):
```
it clone https://github.com/pytest-dev/pytest
```
PyPi (📥 45M / month · 📦 84K · ⏱️ 23.04.2022):
```
ip install pytest
```
Conda (📥 15M · ⏱️ 23.04.2022):
```
onda install -c conda-forge pytest
```

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

GitHub (👨‍💻 170 · 🔀 2K · 📥 540 · 📦 5.7K · 📋 3.9K - 6% open · ⏱️ 17.08.2022):
```
it clone https://github.com/robotframework/robotframework
```
PyPi (📥 1.3M / month · 📦 1K · ⏱️ 16.05.2022):
```
ip install robotframework
```

Conda (📥 89K · ⏱️ 17.05.2022):

onda install -c conda-forge robotframework

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

GitHub (👨‍💻 290 · 🔀 530 · 📦 14K · 📋 1.3K - 3% open · ⏱️ 12.08.2022):
```
it clone https://github.com/HypothesisWorks/hypothesis
```
PyPi (📥 3.5M / month · 📦 2K · ⏱️ 05.07.2022):
```
ip install hypothesis
```
Conda (📥 6.1M · ⏱️ 12.08.2022):
```
onda install -c conda-forge hypothesis
```

tox (🥇40 · ⭐ 2.9K) - Command line driven CI frontend and development task automation tool. MIT

GitHub (👨‍💻 260 · 🔀 420 · 📦 62K · 📋 1.4K - 4% open · ⏱️ 08.08.2022):
```
it clone https://github.com/tox-dev/tox
```
PyPi (📥 5.1M / month · 📦 21K · ⏱️ 29.06.2022):
```
ip install tox
```
Conda (📥 510K · ⏱️ 30.06.2022):
```
onda install -c conda-forge tox
```

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

GitHub (👨‍💻 78 · 🔀 170 · 📦 140K · 📋 330 - 34% open · ⏱️ 27.07.2022):
```
it clone https://github.com/pytest-dev/pytest-cov
```
PyPi (📥 15M / month · 📦 28K · ⏱️ 04.10.2021):
```
ip install pytest-cov
```
Conda (📥 6M · ⏱️ 04.10.2021):
```
onda install -c conda-forge pytest-cov
```

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

GitHub (👨‍💻 110 · 🔀 240 · 📋 280 - 38% open · ⏱️ 12.08.2022):
```
it clone https://github.com/spulec/freezegun
```
PyPi (📥 5.2M / month · 📦 4.5K · ⏱️ 18.03.2022):
```
ip install freezegun
```
Conda (📥 420K · ⏱️ 12.08.2022):
```
onda install -c conda-forge freezegun
```

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

GitHub (👨‍💻 26 · 🔀 620 · 📦 1.6K · 📋 780 - 3% open · ⏱️ 16.08.2022):
```
it clone https://github.com/microsoft/playwright-python
```
PyPi (📥 730K / month · 📦 76 · ⏱️ 30.06.2022):
```
ip install playwright
```

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

GitHub (👨‍💻 59 · 🔀 110 · 📦 29K · 📋 120 - 11% open · ⏱️ 25.07.2022):
```
it clone https://github.com/pytest-dev/pytest-mock
```
PyPi (📥 7.3M / month · 📦 4.4K · ⏱️ 05.07.2022):
```
ip install pytest-mock
```

Conda (📥 1.6M · ⏱️ 05.07.2022):

onda install -c conda-forge pytest-mock

pyautogui (🥈33 · ⭐ 7K · 💤) - A cross-platform GUI automation Python module for human beings... BSD-3

GitHub (👨‍💻 51 · 🔀 930 · 📦 16K · 📋 620 - 65% open · ⏱️ 14.09.2021):
```
it clone https://github.com/asweigart/pyautogui
```
PyPi (📥 540K / month · 📦 610 · ⏱️ 07.07.2021):
```
ip install pyautogui
```
Conda (📥 160K · ⏱️ 11.11.2021):
```
onda install -c conda-forge pyautogui
```

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

GitHub (👨‍💻 110 · 🔀 290 · 📥 350 · 📋 300 - 0% open · ⏱️ 16.08.2022):
```
it clone https://github.com/lk-geimfari/mimesis
```
PyPi (📥 170K / month · 📦 61 · ⏱️ 22.06.2022):
```
ip install mimesis
```
Conda (📥 36K · ⏱️ 08.08.2022):
```
onda install -c conda-forge mimesis
```

factory_boy (🥈32 · ⭐ 2.9K) - A test fixtures replacement for Python. MIT

GitHub (👨‍💻 120 · 🔀 340 · 📋 520 - 30% open · ⏱️ 17.08.2022):
```
it clone https://github.com/FactoryBoy/factory_boy
```
PyPi (📥 2.2M / month · 📦 740 · ⏱️ 26.10.2021):
```
ip install factory_boy
```

Conda (📥 110K · ⏱️ 26.10.2021):

onda install -c conda-forge factory_boy

pytest-asyncio (🥈32 · ⭐ 980) - Pytest support for asyncio. Apache-2

GitHub (👨‍💻 38 · 🔀 110 · 📥 30 · 📋 220 - 15% open · ⏱️ 08.08.2022):
```
it clone https://github.com/pytest-dev/pytest-asyncio
```
PyPi (📥 3.8M / month · 📦 2.1K · ⏱️ 15.07.2022):
```
ip install pytest-asyncio
```

Conda (📥 1.1M · ⏱️ 15.07.2022):

onda install -c conda-forge pytest-asyncio

pytest-xdist (🥈32 · ⭐ 950) - pytest plugin for distributed testing and loop-on-failures.. MIT

GitHub (👨‍💻 83 · 🔀 160 · 📋 490 - 41% open · ⏱️ 22.07.2022):
```
it clone https://github.com/pytest-dev/pytest-xdist
```
PyPi (📥 6.3M / month · 📦 4.7K · ⏱️ 10.12.2021):
```
ip install pytest-xdist
```

Conda (📥 3.1M · ⏱️ 10.12.2021):

onda install -c conda-forge pytest-xdist

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

GitHub (👨‍💻 74 · 🔀 140 · 📦 5.1K · 📋 260 - 18% open · ⏱️ 11.08.2022):
```
it clone https://github.com/nose-devs/nose2
```
PyPi (📥 600K / month · 📦 1.1K · ⏱️ 13.02.2022):
```
ip install nose2
```
Conda (📥 62K · ⏱️ 02.02.2020):
```
onda install -c conda-forge nose2
```

pytest-html (🥈32 · ⭐ 510) - Plugin for generating HTML reports for pytest results. MPL-2.0

GitHub (👨‍💻 45 · 🔀 180 · 📦 23K · 📋 290 - 35% open · ⏱️ 17.07.2022):
```
it clone https://github.com/pytest-dev/pytest-html
```
PyPi (📥 2.5M / month · 📦 680 · ⏱️ 13.12.2020):
```
ip install pytest-html
```

Conda (📥 260K · ⏱️ 13.12.2020):

onda install -c conda-forge pytest-html

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

GitHub (👨‍💻 47 · 🔀 180 · 📋 300 - 42% open · ⏱️ 14.08.2022):
```
it clone https://github.com/pytest-dev/pytest-bdd
```
PyPi (📥 550K / month · 📦 170 · ⏱️ 07.07.2022):
```
ip install pytest-bdd
```
Conda (📥 49K · ⏱️ 03.02.2020):
```
onda install -c conda-forge pytest-bdd
```

coveralls-python (🥈31 · ⭐ 470) - Show coverage stats online via coveralls.io. MIT

GitHub (👨‍💻 64 · 🔀 190 · 📦 23K · 📋 160 - 7% open · ⏱️ 26.07.2022):
```
it clone https://github.com/TheKevJames/coveralls-python
```
PyPi (📥 540K / month · 📦 9.3K · ⏱️ 11.11.2021):
```
ip install coveralls
```
Conda (📥 730K · ⏱️ 03.08.2022):
```
onda install -c conda-forge coveralls
```

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

GitHub (👨‍💻 40 · 🔀 65 · 📦 10K · 📋 120 - 40% open · ⏱️ 10.07.2022):
```
it clone https://github.com/Teemu/pytest-sugar
```
PyPi (📥 830K / month · 📦 2.6K · ⏱️ 10.07.2022):
```
ip install pytest-sugar
```

Conda (📥 140K · ⏱️ 11.07.2022):

onda install -c conda-forge pytest-sugar

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

GitHub (👨‍💻 37 · 🔀 100 · 📦 4.4K · 📋 53 - 22% open · ⏱️ 10.08.2022):
```
it clone https://github.com/datadriventests/ddt
```
PyPi (📥 260K / month · 📦 1.3K · ⏱️ 24.05.2022):
```
ip install ddt
```
Conda (📥 72K · ⏱️ 15.05.2020):
```
onda install -c conda-forge ddt
```

nox (🥉28 · ⭐ 850) - Flexible test automation for Python. Apache-2

GitHub (👨‍💻 78 · 🔀 120 · 📦 2 · 📋 290 - 10% open · ⏱️ 18.08.2022):
```
it clone https://github.com/theacodes/nox
```
PyPi (📥 1.9M / month · 📦 190 · ⏱️ 07.01.2022):
```
ip install nox
```
Conda (📥 95K · ⏱️ 23.04.2022):
```
onda install -c conda-forge nox
```

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

GitHub (👨‍💻 38 · 🔀 76 · 📦 710 · 📋 170 - 2% open · ⏱️ 26.07.2022):
```
it clone https://github.com/CleanCut/green
```
PyPi (📥 13K / month · 📦 210 · ⏱️ 23.05.2022):
```
ip install green
```
Conda (📥 100K · ⏱️ 21.03.2022):
```
onda install -c conda-forge green
```

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

GitHub (👨‍💻 120 · 🔀 300 · 📋 320 - 37% open · ⏱️ 05.07.2022):
```
it clone https://github.com/pytest-dev/pytest-testinfra
```
PyPi (📥 160K / month · 📦 8 · ⏱️ 19.06.2022):
```
ip install pytest-testinfra
```

Conda (📥 5.4K · ⏱️ 23.06.2022):

onda install -c conda-forge pytest-testinfra

pytest-benchmark (🥉27 · ⭐ 940) - py.test fixture for benchmarking code. BSD-2

GitHub (👨‍💻 35 · 🔀 98 · 📦 3.2K · 📋 170 - 52% open · ⏱️ 23.02.2022):
```
it clone https://github.com/ionelmc/pytest-benchmark
```
PyPi (📥 480K / month · 📦 600 · ⏱️ 17.04.2021):
```
ip install pytest-benchmark
```

Conda (📥 1.4M · ⏱️ 29.07.2022):

onda install -c conda-forge pytest-benchmark

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

GitHub (👨‍💻 16 · 🔀 23 · 📋 52 - 13% open · ⏱️ 15.08.2022):
```
it clone https://github.com/pytest-dev/pytest-randomly
```
PyPi (📥 680K / month · 📦 190 · ⏱️ 11.05.2022):
```
ip install pytest-randomly
```

Conda (📥 59K · ⏱️ 12.05.2022):

onda install -c conda-forge pytest-randomly

asv (🥉25 · ⭐ 710) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3

GitHub (👨‍💻 68 · 🔀 160 · 📋 510 - 29% open · ⏱️ 12.04.2022):
```
it clone https://github.com/airspeed-velocity/asv
```
PyPi (📥 22K / month · 📦 67 · ⏱️ 06.02.2022):
```
ip install asv
```
Conda (📥 630K · ⏱️ 24.05.2022):
```
onda install -c conda-forge asv
```

pytest-plugins (🥉25 · ⭐ 470) - A grab-bag of nifty pytest plugins. MIT

GitHub (👨‍💻 61 · 🔀 66 · 📋 100 - 43% open · ⏱️ 25.04.2022):
```
it clone https://github.com/man-group/pytest-plugins
```
PyPi (📥 69K / month · 📦 63 · ⏱️ 28.05.2019):
```
ip install pytest-virtualenv
```

Conda (📥 25K · ⏱️ 18.10.2021):

onda install -c conda-forge pytest-shutil

pytest-mypy (🥉25 · ⭐ 210) - Mypy static type checker plugin for Pytest. MIT

GitHub (👨‍💻 16 · 🔀 33 · 📦 1.8K · 📋 51 - 15% open · ⏱️ 22.06.2022):
```
it clone https://github.com/dbader/pytest-mypy
```
PyPi (📥 270K / month · 📦 390 · ⏱️ 07.02.2022):
```
ip install pytest-mypy
```

Conda (📥 32K · ⏱️ 24.11.2020):

onda install -c conda-forge pytest-mypy

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

GitHub (👨‍💻 8 · 🔀 8 · 📋 43 - 44% open · ⏱️ 15.08.2022):
```
it clone https://github.com/Erotemic/xdoctest
```
PyPi (📥 120K / month · 📦 85 · ⏱️ 25.03.2022):
```
ip install xdoctest
```
Conda (📥 49K · ⏱️ 11.07.2022):
```
onda install -c conda-forge xdoctest
```

pytest-testmon (🥉23 · ⭐ 570) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0

GitHub (👨‍💻 17 · 🔀 33 · 📋 130 - 22% open · ⏱️ 17.08.2022):
```
it clone https://github.com/tarpas/pytest-testmon
```
PyPi (📥 110K / month · 📦 54 · ⏱️ 01.06.2022):
```
ip install pytest-testmon
```

Conda (📥 35K · ⏱️ 03.08.2019):

onda install -c conda-forge pytest-testmon

pytest-docker (🥉22 · ⭐ 300) - Docker-based integration tests. MIT

GitHub (👨‍💻 16 · 🔀 54 · 📥 87 · 📋 46 - 32% open · ⏱️ 27.07.2022):
```
it clone https://github.com/avast/pytest-docker
```
PyPi (📥 77K / month · 📦 33 · ⏱️ 09.04.2022):
```
ip install pytest-docker
```

pytest-lazy-fixture (🥉22 · ⭐ 270 · 💤) - It helps to use fixtures in pytest.mark.parametrize. MIT

GitHub (👨‍💻 9 · 🔀 18 · 📦 830 · 📋 36 - 41% open · ⏱️ 27.01.2022):
```
it clone https://github.com/tvorog/pytest-lazy-fixture
```
PyPi (📥 360K / month · 📦 54 · ⏱️ 01.02.2020):
```
ip install pytest-lazy-fixture
```

Conda (📥 360K · ⏱️ 01.02.2020):

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

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

GitHub (👨‍💻 7 · 🔀 20 · 📦 660 · 📋 19 - 42% open · ⏱️ 27.07.2022):
```
it clone https://github.com/gabrielcnr/pytest-datadir
```
PyPi (📥 140K / month · 📦 88 · ⏱️ 22.10.2019):
```
ip install pytest-datadir
```

Conda (📥 130K · ⏱️ 23.10.2019):

onda install -c conda-forge pytest-datadir

Show 9 hidden projects...

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

Code Packaging

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

pyinstaller (🥇41 · ⭐ 9.4K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0

GitHub (👨‍💻 440 · 🔀 1.8K · 📥 730K · 📦 30K · 📋 4.6K - 6% open · ⏱️ 16.08.2022):
```
it clone https://github.com/pyinstaller/pyinstaller
```
PyPi (📥 840K / month · 📦 190 · ⏱️ 17.05.2022):
```
ip install pyinstaller
```

Conda (📥 340K · ⏱️ 21.05.2022):

onda install -c conda-forge pyinstaller

Nuitka (🥇36 · ⭐ 7.3K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2

GitHub (👨‍💻 120 · 🔀 410 · 📦 640 · 📋 1.5K - 13% open · ⏱️ 17.08.2022):
```
it clone https://github.com/Nuitka/Nuitka
```
PyPi (📥 61K / month · 📦 37 · ⏱️ 30.06.2022):
```
ip install nuitka
```
Conda (📥 370K · ⏱️ 14.08.2022):
```
onda install -c conda-forge nuitka
```

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

GitHub (👨‍💻 80 · 🔀 180 · 📥 470 · 📦 430K · 📋 260 - 25% open · ⏱️ 17.08.2022):
```
it clone https://github.com/pypa/packaging
```
PyPi (📥 120M / month · 📦 18K · ⏱️ 18.11.2021):
```
ip install packaging
```
Conda (📥 19M · ⏱️ 18.11.2021):
```
onda install -c conda-forge packaging
```

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

GitHub (👨‍💻 110 · 🔀 220 · 📥 1.1M · 📋 920 - 16% open · ⏱️ 16.08.2022):
```
it clone https://github.com/pantsbuild/pex
```
PyPi (📥 530K / month · 📦 130 · ⏱️ 01.07.2022):
```
ip install pex
```

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

GitHub (👨‍💻 52 · 🔀 180 · 📥 4.2K · 📦 140 · 📋 510 - 58% open · ⏱️ 15.08.2022):
```
it clone https://github.com/indygreg/PyOxidizer
```
PyPi (📥 1.8K / month · ⏱️ 05.06.2022):
```
ip install pyoxidizer
```

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

GitHub (👨‍💻 97 · 🔀 230 · 📋 440 - 16% open · ⏱️ 17.08.2022):
```
it clone https://github.com/beeware/briefcase
```
PyPi (📥 4.3K / month · 📦 17 · ⏱️ 27.06.2022):
```
ip install briefcase
```

cx_Freeze (🥉29 · ⭐ 950) - Create standalone executables from Python scripts, with the same.. Python-2.0

GitHub (👨‍💻 94 · 🔀 190 · 📋 760 - 7% open · ⏱️ 13.08.2022):
```
it clone https://github.com/marcelotduarte/cx_Freeze
```
PyPi (📥 46K / month · 📦 35 · ⏱️ 22.06.2022):
```
ip install cx_freeze
```
Conda (📥 140K · ⏱️ 22.06.2022):
```
onda install -c conda-forge cx_freeze
```

py2app (🥉27 · ⭐ 200) - py2app is a Python setuptools command which will allow you to make.. MIT

GitHub (👨‍💻 31 · 🔀 24 · 📋 440 - 32% open · ⏱️ 17.07.2022):
```
it clone https://github.com/ronaldoussoren/py2app
```
PyPi (📥 9.3K / month · 📦 830 · ⏱️ 24.05.2022):
```
ip install py2app
```

shiv (🥉24 · ⭐ 1.5K) - shiv is a command line utility for building fully self contained Python.. BSD-2

GitHub (👨‍💻 37 · 🔀 80 · 📥 310 · 📋 110 - 31% open · ⏱️ 17.08.2022):
```
it clone https://github.com/linkedin/shiv
```
PyPi (📥 16K / month · 📦 12 · ⏱️ 24.01.2022):
```
ip install shiv
```

py2exe (🥉24 · ⭐ 450) - A distutils extension to create standalone Windows programs from Python code. MIT

GitHub (👨‍💻 15 · 🔀 56 · 📥 9.8K · 📦 1.5K · 📋 120 - 6% open · ⏱️ 03.07.2022):
```
it clone https://github.com/py2exe/py2exe
```
PyPi (📥 16K / month · 📦 180 · ⏱️ 03.07.2022):
```
ip install py2exe
```

pynsist (🥉23 · ⭐ 800) - Build Windows installers for Python applications. MIT

GitHub (👨‍💻 30 · 🔀 110 · 📋 170 - 16% open · ⏱️ 21.04.2022):
```
it clone https://github.com/takluyver/pynsist
```
PyPi (📥 1.7K / month · 📦 47 · ⏱️ 21.03.2022):
```
ip install pynsist
```

constructor (🥉23 · ⭐ 370) - tool for creating installers from conda packages. BSD-3

GitHub (👨‍💻 56 · 🔀 140 · 📥 230 · 📦 12 · 📋 310 - 20% open · ⏱️ 16.08.2022):
```
it clone https://github.com/conda/constructor
```
Conda (📥 7.2K · ⏱️ 02.05.2022):
```
onda install -c anaconda constructor
```

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

GitHub (👨‍💻 37 · 🔀 50 · 📦 21 · 📋 33 - 24% open · ⏱️ 06.08.2022):
```
it clone https://github.com/facebookincubator/xar
```
PyPi (📥 76 / month · ⏱️ 02.12.2020):
```
ip install xar
```

Show 2 hidden projects...

subpar (🥉13 · ⭐ 530 · 💀) - Subpar is a utility for creating self-contained python.. Apache-2
pyship (🥉10 · ⭐ 26 · 💀) - pyship - ship Python desktop apps to end users. MIT

Build Tools

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

GitHub (👨‍💻 530 · 🔀 920 · 📦 190K · 📋 2.1K - 23% open · ⏱️ 18.08.2022):
```
it clone https://github.com/pypa/setuptools
```
PyPi (📥 220M / month · 📦 37K · ⏱️ 04.07.2022):
```
ip install setuptools
```
Conda (📥 51M · ⏱️ 17.08.2022):
```
onda install -c conda-forge setuptools
```

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

GitHub (👨‍💻 820 · 🔀 1.6K · 📥 28K · 📦 290 · 📋 1.4K - 45% open · ⏱️ 15.08.2022):
```
it clone https://github.com/buildbot/buildbot
```
PyPi (📥 32K / month · 📦 460 · ⏱️ 06.03.2022):
```
ip install buildbot
```
Conda (📥 61K · ⏱️ 07.03.2022):
```
onda install -c conda-forge buildbot
```

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

GitHub (👨‍💻 140 · 🔀 270 · 📥 560 · 📋 3.3K - 19% open · ⏱️ 17.08.2022):
```
it clone https://github.com/SCons/scons
```
PyPi (📥 240K / month · 📦 48 · ⏱️ 17.11.2021):
```
ip install scons
```
Conda (📥 320K · ⏱️ 04.08.2022):
```
onda install -c conda-forge scons
```

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

GitHub (👨‍💻 110 · 🔀 270 · 📦 69K · 📋 420 - 9% open · ⏱️ 01.06.2022):
```
it clone https://github.com/pypa/twine
```
PyPi (📥 3.2M / month · 📦 13K · ⏱️ 01.06.2022):
```
ip install twine
```
Conda (📥 530K · ⏱️ 09.06.2022):
```
onda install -c conda-forge twine
```

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

GitHub (👨‍💻 57 · 🔀 320 · 📦 13K · 📋 710 - 47% open · ⏱️ 07.06.2022):
```
it clone https://github.com/pyinvoke/invoke
```
PyPi (📥 4.3M / month · 📦 2.6K · ⏱️ 11.05.2022):
```
ip install invoke
```
Conda (📥 720K · ⏱️ 11.05.2022):
```
onda install -c conda-forge invoke
```

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

GitHub (👨‍💻 110 · 🔀 170 · 📋 420 - 19% open · ⏱️ 05.08.2022):
```
it clone https://github.com/pypa/setuptools_scm
```
PyPi (📥 18M / month · 📦 520 · ⏱️ 01.07.2022):
```
ip install setuptools_scm
```

Conda (📥 1.1M · ⏱️ 11.07.2022):

onda install -c conda-forge setuptools_scm

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

GitHub (👨‍💻 65 · 🔀 100 · 📋 340 - 10% open · ⏱️ 27.07.2022):
```
it clone https://github.com/pypa/wheel
```
PyPi (📥 120M / month · 📦 35K · ⏱️ 22.12.2021):
```
ip install wheel
```
Conda (📥 39M · ⏱️ 22.12.2021):
```
onda install -c conda-forge wheel
```

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

GitHub (👨‍💻 64 · 🔀 150 · 📦 1K · 📋 280 - 24% open · ⏱️ 01.08.2022):
```
it clone https://github.com/pydoit/doit
```
PyPi (📥 290K / month · 📦 280 · ⏱️ 22.04.2022):
```
ip install doit
```
Conda (📥 110K · ⏱️ 22.04.2022):
```
onda install -c conda-forge doit
```

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

GitHub (👨‍💻 37 · 🔀 240 · 📋 510 - 18% open · ⏱️ 11.08.2022):
```
it clone https://github.com/pybuilder/pybuilder
```
PyPi (📥 26K / month · 📦 61 · ⏱️ 10.06.2022):
```
ip install pybuilder
```
Conda (📥 18K · ⏱️ 11.08.2022):
```
onda install -c conda-forge pybuilder
```

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

GitHub (👨‍💻 57 · 🔀 100 · 📋 340 - 32% open · ⏱️ 02.08.2022):
```
it clone https://github.com/pypa/flit
```
PyPi (📥 190K / month · 📦 230 · ⏱️ 23.02.2022):
```
ip install flit
```
Conda (📥 120K · ⏱️ 23.02.2022):
```
onda install -c conda-forge flit
```

universal-build (🥉14 · ⭐ 17 · 💤) - Universal build utilities for containerized build pipelines. MIT

GitHub (👨‍💻 4 · 🔀 6 · 📥 16 · 📦 9 · ⏱️ 17.11.2021):
```
it clone https://github.com/ml-tooling/universal-build
```
PyPi (📥 160 / month · 📦 5 · ⏱️ 12.12.2020):
```
ip install universal-build
```

Show 3 hidden projects...

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

System Monitoring & Profiling

psutil (🥇44 · ⭐ 8.6K) - Cross-platform lib for process and system monitoring in Python. BSD-3

GitHub (👨‍💻 180 · 🔀 1.3K · 📦 190K · 📋 1.6K - 16% open · ⏱️ 31.07.2022):
```
it clone https://github.com/giampaolo/psutil
```
PyPi (📥 57M / month · 📦 16K · ⏱️ 20.05.2022):
```
ip install psutil
```
Conda (📥 14M · ⏱️ 20.05.2022):
```
onda install -c conda-forge psutil
```

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

GitHub (👨‍💻 160 · 🔀 1.3K · 📥 800 · 📦 490 · 📋 1.5K - 14% open · ⏱️ 15.08.2022):
```
it clone https://github.com/nicolargo/glances
```
PyPi (📥 180K / month · 📦 50 · ⏱️ 26.05.2022):
```
ip install glances
```
Conda (📥 160K · ⏱️ 28.07.2022):
```
onda install -c conda-forge glances
```

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

GitHub (👨‍💻 29 · 🔀 310 · 📥 9.7K · 📦 300 · 📋 260 - 33% open · ⏱️ 04.08.2022):
```
it clone https://github.com/benfred/py-spy
```
PyPi (📥 1.1M / month · 📦 38 · ⏱️ 17.05.2022):
```
ip install py-spy
```
Conda (📥 330K · ⏱️ 18.12.2021):
```
onda install -c conda-forge py-spy
```
Cargo (📥 830 / month · 📦 1 · ⏱️ 17.05.2022):
```
argo install py-spy
```

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

GitHub (👨‍💻 40 · 🔀 190 · 📦 850 · 📋 110 - 16% open · ⏱️ 16.08.2022):
```
it clone https://github.com/joerick/pyinstrument
```
PyPi (📥 380K / month · 📦 110 · ⏱️ 03.07.2022):
```
ip install pyinstrument
```

Conda (📥 130K · ⏱️ 10.07.2022):

onda install -c conda-forge pyinstrument

Scalene (🥈30 · ⭐ 5.9K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

GitHub (👨‍💻 31 · 🔀 210 · 📦 120 · 📋 220 - 27% open · ⏱️ 18.08.2022):
```
it clone https://github.com/plasma-umass/scalene
```
PyPi (📥 6.5K / month · 📦 3 · ⏱️ 29.04.2022):
```
ip install scalene
```

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

GitHub (👨‍💻 380 · 🔀 590 · 📦 100 · 📋 400 - 58% open · ⏱️ 16.08.2022):
```
it clone https://github.com/python-diamond/Diamond
```
PyPi (📥 44K / month · 📦 32 · ⏱️ 25.11.2016):
```
ip install diamond
```

memory-profiler (🥈29 · ⭐ 3.5K) - Monitor Memory usage of Python code. BSD-3

GitHub (👨‍💻 98 · 🔀 350 · 📋 220 - 51% open · ⏱️ 28.06.2022):
```
it clone https://github.com/pythonprofilers/memory_profiler
```
PyPi (📥 600K / month · 📦 170 · ⏱️ 18.12.2021):
```
ip install memory_profiler
```

Conda (📥 210K · ⏱️ 19.12.2021):

onda install -c conda-forge memory_profiler

memray (🥉28 · ⭐ 9.1K · 🐣) - Memray is a memory profiler for Python. Apache-2

GitHub (👨‍💻 21 · 🔀 240 · 📦 28 · 📋 65 - 23% open · ⏱️ 17.08.2022):
```
it clone https://github.com/bloomberg/memray
```
PyPi (📥 53K / month · 📦 1 · ⏱️ 16.05.2022):
```
ip install memray
```
Conda (📥 3.3K · ⏱️ 12.07.2022):
```
onda install -c conda-forge memray
```

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

GitHub (👨‍💻 26 · 🔀 55 · 📦 620 · 📋 64 - 31% open · ⏱️ 18.08.2022):
```
it clone https://github.com/sumerc/yappi
```
PyPi (📥 1M / month · 📦 340 · ⏱️ 20.05.2022):
```
ip install yappi
```
Conda (📥 110K · ⏱️ 03.08.2022):
```
onda install -c conda-forge yappi
```

line_profiler (🥉26 · ⭐ 1.3K) - Line-by-line profiling for Python. BSD-3

GitHub (👨‍💻 32 · 🔀 76 · 📋 61 - 45% open · ⏱️ 17.08.2022):
```
it clone https://github.com/pyutils/line_profiler
```
PyPi (📥 230K / month · 📦 37 · ⏱️ 01.04.2022):
```
ip install line_profiler
```

Conda (📥 260K · ⏱️ 22.03.2022):

onda install -c conda-forge line_profiler

pympler (🥉26 · ⭐ 950) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2

GitHub (👨‍💻 29 · 🔀 77 · 📋 100 - 50% open · ⏱️ 24.07.2022):
```
it clone https://github.com/pympler/pympler
```
PyPi (📥 1.3M / month · 📦 310 · ⏱️ 22.12.2021):
```
ip install pympler
```
Conda (📥 200K · ⏱️ 24.07.2022):
```
onda install -c conda-forge pympler
```

Bpytop (🥉24 · ⭐ 8.7K) - Linux/OSX/FreeBSD resource monitor. Apache-2

GitHub (👨‍💻 35 · 🔀 330 · 📋 290 - 22% open · ⏱️ 06.03.2022):
```
it clone https://github.com/aristocratos/bpytop
```
PyPi (📥 6.9K / month · 📦 1 · ⏱️ 22.12.2021):
```
ip install bpytop
```
Conda (📥 6.6K · ⏱️ 22.12.2021):
```
onda install -c conda-forge bpytop
```

vprof (🥉23 · ⭐ 3.8K) - Visual profiler for Python. BSD-2

GitHub (👨‍💻 17 · 🔀 170 · 📦 96 · 📋 83 - 32% open · ⏱️ 15.07.2022):
```
it clone https://github.com/nvdv/vprof
```
PyPi (📥 5.6K / month · 📦 16 · ⏱️ 29.02.2020):
```
ip install vprof
```

heartrate (🥉19 · ⭐ 1.4K · 💤) - Simple real time visualisation of the execution of a Python program. MIT

GitHub (👨‍💻 3 · 🔀 120 · 📦 40 · 📋 8 - 50% open · ⏱️ 13.11.2021):
```
it clone https://github.com/alexmojaki/heartrate
```
PyPi (📥 780 / month · 📦 3 · ⏱️ 13.11.2021):
```
ip install heartrate
```
Conda (📥 1.2K · ⏱️ 13.11.2021):
```
onda install -c conda-forge heartrate
```

pyheat (🥉18 · ⭐ 720 · 💤) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT

GitHub (👨‍💻 5 · 🔀 40 · 📦 41 · 📋 14 - 35% open · ⏱️ 18.09.2021):
```
it clone https://github.com/csurfer/pyheat
```
PyPi (📥 1.7K / month · 📦 6 · ⏱️ 06.12.2018):
```
ip install py-heat
```

Show 3 hidden projects...

memory_profiler (🥉25 · ⭐ 3.5K · 💀) - Monitor Memory usage of Python code. BSD-3
Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
livepython (🥉12 · ⭐ 2.5K · 💀) - Visually trace Python code in real-time. MIT

AST Tools

typed_ast (🥇30 · ⭐ 210) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2

GitHub (👨‍💻 25 · 🔀 52 · 📋 89 - 3% open · ⏱️ 15.07.2022):
```
it clone https://github.com/python/typed_ast
```
PyPi (📥 13M / month · 📦 5.5K · ⏱️ 21.05.2022):
```
ip install typed_ast
```
Conda (📥 5.2M · ⏱️ 22.05.2022):
```
onda install -c conda-forge typed-ast
```

executing (🥇30 · ⭐ 180) - Get information about what a Python frame is currently doing,.. MIT

GitHub (👨‍💻 6 · 🔀 22 · 📦 25K · 📋 20 - 40% open · ⏱️ 13.08.2022):
```
it clone https://github.com/alexmojaki/executing
```
PyPi (📥 6.8M / month · 📦 56 · ⏱️ 27.02.2022):
```
ip install executing
```
Conda (📥 2.5M · ⏱️ 14.08.2022):
```
onda install -c conda-forge executing
```

astor (🥈28 · ⭐ 670) - Python AST read/write. BSD-3

GitHub (👨‍💻 32 · 🔀 88 · 📋 110 - 31% open · ⏱️ 25.06.2022):
```
it clone https://github.com/berkerpeksag/astor
```
PyPi (📥 4.4M / month · 📦 2.1K · ⏱️ 10.12.2019):
```
ip install astor
```
Conda (📥 1.7M · ⏱️ 01.07.2020):
```
onda install -c conda-forge astor
```

gast (🥉27 · ⭐ 120) - Python AST that abstracts the underlying Python version. BSD-3

GitHub (👨‍💻 10 · 🔀 26 · 📦 93K · 📋 29 - 3% open · ⏱️ 24.02.2022):
```
it clone https://github.com/serge-sans-paille/gast
```
PyPi (📥 12M / month · 📦 1.9K · ⏱️ 13.11.2021):
```
ip install gast
```
Conda (📥 1.7M · ⏱️ 15.11.2021):
```
onda install -c conda-forge gast
```

asteval (🥉24 · ⭐ 140) - minimalistic evaluator of python expression using ast module. MIT

GitHub (👨‍💻 21 · 🔀 34 · 📋 57 - 12% open · ⏱️ 15.07.2022):
```
it clone https://github.com/newville/asteval
```
PyPi (📥 190K / month · 📦 160 · ⏱️ 24.05.2022):
```
ip install asteval
```
Conda (📥 200K · ⏱️ 25.05.2022):
```
onda install -c conda-forge asteval
```

Show 1 hidden projects...

astunparse (🥉27 · ⭐ 180 · 💀) - An AST unparser for Python. BSD-3

Others

pre-commit (🥇39 · ⭐ 8.7K) - A framework for managing and maintaining multi-language pre-commit.. MIT

GitHub (👨‍💻 140 · 🔀 620 · 📥 100K · 📦 58K · 📋 1.5K - 1% open · ⏱️ 15.08.2022):
```
it clone https://github.com/pre-commit/pre-commit
```
PyPi (📥 6.3M / month · 📦 3.4K · ⏱️ 05.05.2022):
```
ip install pre-commit
```
Conda (📥 1.6M · ⏱️ 11.07.2022):
```
onda install -c conda-forge pre-commit
```

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Metadata

Best-of Python Developer Tools

Contents

Explanation

Linters & Style Checkers

Code Formatters

Code Refactoring

Code Security

Virtual Environments

Dependency & Package Managers

Code Metrics & Complexity

Logging

Documentation

Debugging Tools

Testing Tools

Code Packaging

Build Tools

System Monitoring & Profiling

AST Tools

Others

Related Resources

Contribution

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best-of-python-dev
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