ml-tooling / Best Of Python Dev
Licence: cc-by-sa-4.0
🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.
Stars: ✭ 243
Programming Languages
python
139335 projects - #7 most used programming language
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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 550K stars grouped into 15 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
🧙♂️ Discover other best-of lists or create your own.
📫 Subscribe to our newsletter for updates and trending projects.
Contents
- Linters & Style Checkers 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
flake8 (🥇35 · ⭐ 1.1K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
pycodestyle (🥇33 · ⭐ 4.3K) - Simple Python style checker in one Python file. ❗️Saxpath
wemake-python-styleguide (🥈28 · ⭐ 1.4K) - The strictest and most opinionated python linter ever!. MIT
pydocstyle (🥈28 · ⭐ 750) - docstring style checker. MIT
flake8-bugbear (🥈28 · ⭐ 520) - A plugin for Flake8 finding likely bugs and design problems.. MIT
pyre-check (🥈27 · ⭐ 5.2K) - Performant type-checking for python. MIT
coala (🥈27 · ⭐ 3.2K · 💤) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
pylint-django (🥈27 · ⭐ 450) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0
flake8-import-order (🥈25 · ⭐ 230 · 💤) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
check-manifest (🥈25 · ⭐ 220) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
mypy-protobuf (🥉24 · ⭐ 340) - open source tools to generate mypy stubs from protobufs. Apache-2
darglint (🥉24 · ⭐ 280) - A python documentation linter which checks that the docstring description.. MIT
flake8-quotes (🥉24 · ⭐ 120 · 💤) - Flake8 extension for checking quotes in python. MIT
flake8-isort (🥉24 · ⭐ 100 · 💤) - flake8 plugin that integrates isort. ❗️GPL-2.0
flake8-eradicate (🥉23 · ⭐ 180) - Flake8 plugin to find commented out or dead code. MIT
flake8-comprehensions (🥉22 · ⭐ 250) - A flake8 plugin to help you write better.. MIT
data-science-types (🥉21 · ⭐ 180) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
flake8-builtins (🥉21 · ⭐ 59 · 💤) - Check for python builtins being used as variables or.. ❗️GPL-2.0
pylint-flask (🥉21 · ⭐ 56) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0
flake8-black (🥉20 · ⭐ 83 · 💤) - flake8 plugin to run black for checking Python coding style. MIT
flake8-mypy (🥉19 · ⭐ 110 · 💤) - A plugin for flake8 integrating Mypy. MIT
flake8-bandit (🥉19 · ⭐ 57 · 💤) - Automated security testing using bandit and flake8. MIT
pandas-vet (🥉18 · ⭐ 91) - A plugin for Flake8 that checks pandas code. MIT
bellybutton (🥉17 · ⭐ 200) - Custom Python linting through AST expressions. MIT
linty_fresh (🥉14 · ⭐ 180) - Surface lint errors during code review. Apache-2 mypy
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pep8-naming (🥈26 · ⭐ 280) - Naming Convention checker for Python.
❗️Saxpath -
pylama (🥉24 · ⭐ 770 · 💀) - 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 (🥉16 · ⭐ 280 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports..
MIT
Code Formatters
autopep8 (🥈34 · ⭐ 3.7K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
docformatter (🥉23 · ⭐ 200) - Formats docstrings to follow PEP 257. MIT
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Code Refactoring
jedi (🥇36 · ⭐ 4.8K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
rope (🥇30 · ⭐ 1.1K · 📈) - a python refactoring library. ❗️LGPL-3.0
MonkeyType (🥈23 · ⭐ 3.3K) - A system for Python that generates static type annotations by.. BSD-3
pyupgrade (🥉22 · ⭐ 880) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
pyannotate (🥉21 · ⭐ 1.2K) - Auto-generate PEP-484 annotations. Apache-2
add-trailing-comma (🥉20 · ⭐ 160) - A tool (and pre-commit hook) to automatically add trailing.. MIT
massedit (🥉17 · ⭐ 87) - Programmatically edit text files with Python. Useful for source to source.. MIT
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redbaron (🥈23 · ⭐ 570 · 💀) - Bottom-up approach to refactoring in python.
❗️LGPL-3.0 -
baron (🥈23 · ⭐ 250 · 💀) - IDE allow you to refactor code, Baron allows you to write..
❗️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
safety (🥈27 · ⭐ 970) - Safety checks your installed dependencies for known security vulnerabilities. MIT
dlint (🥉20 · ⭐ 320) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
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pyarmor (🥉23 · ⭐ 880) - 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
virtualenv (🥈32 · ⭐ 3.8K) - Virtual Python Environment builder. MIT
dh-virtualenv (🥉15 · ⭐ 1.4K) - Python virtualenvs in Debian packages. ❗️GPL-2.0
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GitHub (👨💻 55 · 🔀 160 · 📋 180 - 13% open · ⏱️ 31.12.2020):
git clone https://github.com/spotify/dh-virtualenv
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vex (🥉19 · ⭐ 370 · 💀) - Run a command in the named virtualenv.
MIT -
pyenv-virtualenv (🥉18 · ⭐ 4.2K · 💀) - a pyenv plugin to manage virtualenv (a.k.a. python-..
MIT -
pyenv-installer (🥉14 · ⭐ 2.6K · 💀) - This tool is used to install
pyenvand friends.MIT -
pipenv-pipes (🥉13 · ⭐ 130 · 💀) - A PipEnv Environment Switcher.
MIT
Dependency & Package Mangers
pipreqs (🥉28 · ⭐ 3.2K · 💤) - pipreqs - Generate pip requirements.txt file based on imports of.. Apache-2
Code Metrics & Complexity
prospector (🥈27 · ⭐ 1.4K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
wily (🥉19 · ⭐ 680) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
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Logging
rich (🥇32 · ⭐ 24K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
sentry-sdk (🥈31 · ⭐ 860) - The new Python SDK for Sentry.io. BSD-2
python-json-logger (🥈29 · ⭐ 930) - Json Formatter for the standard python logger. BSD-2
progressbar2 (🥉26 · ⭐ 680) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
python-coloredlogs (🥉26 · ⭐ 410) - Colored terminal output for Python's logging module. MIT
better-exceptions (🥉24 · ⭐ 3.9K) - Pretty and useful exceptions in Python, automatically. MIT
stackprinter (🥉24 · ⭐ 1.1K) - Debugging-friendly exceptions for Python. MIT
rebound (🥉23 · ⭐ 3.5K) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
alive-progress (🥉23 · ⭐ 2K) - A new kind of Progress Bar, with real time throughput, eta and.. MIT
PrettyErrors (🥉19 · ⭐ 2K) - Prettify Python exception output to make it legible. MIT
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logbook (🥈30 · ⭐ 1.4K · 💀) - A cool logging replacement for Python.
BSD-3 -
prettytable (🥉28 · ⭐ 400) - Display tabular data in a visually appealing ASCII table..
❗️BSD-1-Clause
Documentation
sphinx_rtd_theme (🥇33 · ⭐ 3.6K) - Sphinx theme for readthedocs.org. MIT
mkdocs-material (🥈32 · ⭐ 5.8K) - A Material Design theme for MkDocs. MIT
sphinx-autodoc-typehints (🥈27 · ⭐ 310) - Type hints support for the Sphinx autodoc extension. MIT
sphinx-autobuild (🥈24 · ⭐ 310) - Watch a Sphinx directory and rebuild the documentation.. MIT
interrogate (🥉22 · ⭐ 240) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
mkdocstrings (🥉20 · ⭐ 310) - Automatic documentation from sources, for MkDocs. ISC
mkdocs-pdf-export-plugin (🥉20 · ⭐ 170 · 💤) - An MkDocs plugin to export content pages as PDF files. MIT
blacken-docs (🥉19 · ⭐ 180) - Run `black` on python code blocks in documentation files. MIT
mkdocs-awesome-pages-plugin (🥉19 · ⭐ 140) - An MkDocs plugin that simplifies configuring page.. MIT
sphinx-markdown-builder (🥉18 · ⭐ 94) - sphinx builder that outputs markdown files. MIT
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alabaster (🥈30 · ⭐ 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 (🥉19 · ⭐ 38) - Generate a single PDF file from MkDocs repository.
MIT -
mkdocs-versioning (🥉18 · ⭐ 38) - A tool that allows for versioning sites built with mkdocs.
MIT -
mkdocs-git-revision-date-plugin (🥉18 · ⭐ 31) - MkDocs plugin for setting revision date from git per..
MIT -
mkdocs-print-site-plugin (🥉15 · ⭐ 14) - MkDocs Plugin allowing your visitors to *File Print..
MIT
Debugging Tools
pyelftools (🥇27 · ⭐ 1.2K) - Parsing ELF and DWARF in Python. Unlicense
gdbgui (🥉23 · ⭐ 7.8K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0
python-hunter (🥉22 · ⭐ 600) - Hunter is a flexible code tracing toolkit. BSD-2
Birdseye (🥉20 · ⭐ 1.4K) - Graphical Python debugger which lets you easily view the values of all.. MIT
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pyrasite (🥉19 · ⭐ 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 ( ⭐ 1.1K · 🐣) - Testing libraries & tools for python web frameworks.
🔗 unittest - Unittest is a test framework included in the Python standard library.
hypothesis (🥇33 · ⭐ 5K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
robotframework (🥇32 · ⭐ 5.6K) - Generic automation framework for acceptance testing and RPA. Apache-2
pytest-cov (🥇32 · ⭐ 980) - Coverage plugin for pytest. MIT
pyautogui (🥈30 · ⭐ 4.9K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
factory_boy (🥈30 · ⭐ 2.4K) - A test fixtures replacement for Python. MIT
pytest-mock (🥈30 · ⭐ 1K) - Thin-wrapper around the mock package for easier use with pytest. MIT
pytest-xdist (🥈30 · ⭐ 670) - pytest plugin for distributed testing and loop-on-failures.. MIT
coveralls-python (🥈30 · ⭐ 450) - Show coverage stats online via coveralls.io. MIT
pytest-html (🥈30 · ⭐ 400) - Plugin for generating HTML reports for pytest results. MPL-2.0
pytest-asyncio (🥈28 · ⭐ 680) - Pytest support for asyncio. Apache-2
pytest-bdd (🥈27 · ⭐ 780) - BDD library for the py.test runner. MIT
pytest-benchmark (🥉26 · ⭐ 730) - py.test fixture for benchmarking code. BSD-2
pytest-sugar (🥉26 · ⭐ 690) - a plugin for py.test that changes the default look and feel.. BSD-3
playwright-python (🥉25 · ⭐ 4.2K) - Python version of the Playwright testing and automation.. Apache-2
asv (🥉25 · ⭐ 570) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
PyHamcrest (🥉25 · ⭐ 540 · 📉) - Hamcrest matchers for Python. BSD-3
pytest-mypy (🥉25 · ⭐ 190) - Mypy static type checker plugin for Pytest. MIT
uiautomator (🥉24 · ⭐ 1.6K) - Python wrapper of Android uiautomator test tool. MIT
Mamba Test Runner (🥉24 · ⭐ 460) - The definitive testing tool for Python. Born under the banner.. MIT
pytest-testinfra (🥉23 · ⭐ 1.9K) - Testinfra test your infrastructures. Apache-2
pytest-randomly (🥉23 · ⭐ 280) - Pytest plugin to randomly order tests and control random.seed. MIT
pytest-testmon (🥉22 · ⭐ 470) - Selects tests affected by changed files. Continous.. ❗️AGPL-3.0
pytest-docker (🥉19 · ⭐ 190) - Docker-based integration tests. MIT
pytest-plugins (🥉14 · ⭐ 360 · 💤) - A grab-bag of nifty pytest plugins. MIT
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GitHub (👨💻 46 · 🔀 56 · 📋 87 - 41% open · ⏱️ 11.04.2020):
git clone https://github.com/man-group/pytest-plugins
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nose (🥈31 · ⭐ 1.3K · 💀) - nose is nicer testing for python.
❗️LGPL-2.1+ -
pytest-watch (🥉25 · ⭐ 550 · 💀) - 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-lazy-fixture (🥉20 · ⭐ 180 · 💀) - It helps to use fixtures in pytest.mark.parametrize.
MIT -
pytest-datadir (🥉19 · ⭐ 130 · 💀) - pytest plugin for manipulating test data directories and..
MIT -
fake2db (🥉17 · ⭐ 2.1K · 💀) - 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 · ⭐ 7.8K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
Nuitka (🥈27 · ⭐ 3.9K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2
py2exe (🥈24 · ⭐ 180) - A distutils extension to create standalone Windows programs from Python code. MIT
cx_Freeze (🥈22 · ⭐ 660) - Create standalone executables from Python scripts, with the same.. Python-2.0
shiv (🥉21 · ⭐ 1.2K) - shiv is a command line utility for building fully self contained Python.. BSD-2
constructor (🥉19 · ⭐ 300) - tool for creating installers from conda packages. BSD-3
PyOxidizer (🥉15 · ⭐ 2.8K) - A modern Python application packaging and distribution tool. MPL-2.0
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GitHub (👨💻 30 · 🔀 100 · 📋 320 - 62% open · ⏱️ 08.03.2021):
git clone https://github.com/indygreg/PyOxidizer
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Build Tools
setuptools (🥇34 · ⭐ 1.3K) - Official project repository for the Setuptools build system. MIT
buildbot (🥈30 · ⭐ 4.6K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
setuptools_scm (🥈28 · ⭐ 440) - the blessed package to manage your versions by scm tags. MIT
universal-build (🥉10 · ⭐ 6 · 🐣) - Universal build utilities for containerized build pipelines. MIT
Show 2 hidden projects...
System Monitoring & Profiling
Glances (🥇29 · ⭐ 18K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
memory-profiler (🥈27 · ⭐ 2.8K) - Monitor Memory usage of Python code. BSD-3
pyinstrument (🥈26 · ⭐ 2.5K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
Yappi (🥈26 · ⭐ 590) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
line_profiler (🥉25 · ⭐ 3.5K) - Line-by-line profiling for Python. BSD-3
pympler (🥉24 · ⭐ 740) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
Scalene (🥉23 · ⭐ 3.8K · 📈) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
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AST Tools
Show 1 hidden projects...
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astunparse (🥉26 · ⭐ 160 · 💀) - An AST unparser for Python.
BSD-3
Others
pre-commit (🥇31 · ⭐ 5.6K) - A framework for managing and maintaining multi-language pre-commit.. MIT
Related Resources
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- Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
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License
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].