πΒ A ranked list of awesome python developer tools and libraries. Updated weekly.
This curated list contains 270 awesome open-source projects with a total of 880K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
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- Linters & Style Checkers 40 projects
- Type checkers 5 projects
- Code Formatters 7 projects
- Code Refactoring 18 projects
- Code Security 8 projects
- Virtual Environments 10 projects
- Dependency & Package Managers 11 projects
- Code Metrics & Complexity 6 projects
- Logging 21 projects
- Shell 2 projects
- Documentation 29 projects
- Debugging Tools 13 projects
- Testing Tools 43 projects
- Code Packaging 16 projects
- Build Tools 14 projects
- System Monitoring & Profiling 18 projects
- AST Tools 6 projects
- Others 1 projects
- π₯π₯π₯Β Combined project-quality score
- βοΈΒ Star count from GitHub
- π£Β New project (less than 6 months old)
- π€Β Inactive project (6 months no activity)
- πΒ Dead project (12 months no activity)
- ππΒ Project is trending up or down
- βΒ Project was recently added
- βοΈΒ Warning (e.g. missing/risky license)
- π¨βπ»Β Contributors count from GitHub
- πΒ Fork count from GitHub
- πΒ Issue count from GitHub
- β±οΈΒ Last update timestamp on package manager
- π₯Β Download count from package manager
- π¦Β Number of dependent projects
Β Flake8 related project
Β Pytest related project
Β Pylint related project
Β Sphinx related project
Β MkDocs related project
ruff (π₯42 Β· β 17K) - An extremely fast Python linter, written in Rust. MIT
-
GitHub (π¨βπ» 240 Β· π 520 Β· π₯ 43K Β· π¦ 12K Β· π 2.3K - 16% open Β· β±οΈ 03.08.2023):
git clone https://github.com/charliermarsh/ruff
-
PyPi (π₯ 3.8M / month Β· π¦ 840 Β· β±οΈ 01.08.2023):
pip install ruff
-
Conda (π₯ 290K Β· β±οΈ 22.07.2023):
conda install -c conda-forge ruff
pylint (π₯42 Β· β 4.8K) - Its not just a linter that annoys you!. βοΈGPL-2.0
flake8 (π₯41 Β· β 2.9K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
wemake-python-styleguide (π₯36 Β· β 2.3K) - The strictest and most opinionated python linter ever!. MIT
pydocstyle (π₯31 Β· β 1.1K Β· π€) - docstring style checker. MIT
flake8-bugbear (π₯31 Β· β 960) - A plugin for Flake8 finding likely bugs and design problems.. MIT

pycodestyle (π₯29 Β· β 4.9K) - Simple Python style checker in one Python file. βUnlicensed
pylint-django (π₯29 Β· β 560) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0

flake8-quotes (π₯27 Β· β 170 Β· π€) - Flake8 extension for checking quotes in python. MIT

flake8-isort (π₯27 Β· β 150 Β· π€) - flake8 plugin that integrates isort. βοΈGPL-2.0

beartype (π₯26 Β· β 1.9K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
check-manifest (π₯26 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
flake8-eradicate (π₯25 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT

flake8-import-order (π₯25 Β· β 270 Β· π€) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0

-
GitHub (π¨βπ» 46 Β· π 71 Β· π 100 - 11% open Β· β±οΈ 10.12.2022):
git clone https://github.com/PyCQA/flake8-import-order
-
PyPi (π₯ 430K / month Β· π¦ 1.2K Β· β±οΈ 26.11.2022):
pip install flake8-import-order
-
Conda (π₯ 240K Β· β±οΈ 16.06.2023):
conda install -c conda-forge flake8-import-order
flake8-builtins (π₯24 Β· β 110 Β· π€) - Check for python builtins being used as variables or.. βοΈGPL-2.0

flake8-black (π₯23 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT

mypy-protobuf (π₯21 Β· β 580 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
flake8-simplify (π₯21 Β· β 160) - A flake8 plugin that helps you to simplify code. MIT
-
GitHub (π¨βπ» 13 Β· π 20 Β· π 120 - 40% open Β· β±οΈ 30.03.2023):
git clone https://github.com/MartinThoma/flake8-simplify
-
PyPi (π₯ 250K / month Β· π¦ 27 Β· β±οΈ 03.06.2023):
pip install flake8-simplify
-
Conda (π₯ 31K Β· β±οΈ 16.06.2023):
conda install -c conda-forge flake8-simplify
pandas-vet (π₯21 Β· β 160) - A plugin for Flake8 that checks pandas code. MIT

flake8-comprehensions (π₯20 Β· β 440 Β· π) - A flake8 plugin to help you write better.. MIT

hacking (π₯19 Β· β 230) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

bellybutton (π₯17 Β· β 260) - Custom Python linting through AST expressions. MIT
flake8-bandit (π₯15 Β· β 100 Β· π€) - Automated security testing using bandit and flake8. MIT

linty_fresh (π₯13 Β· β 180 Β· π€) - Surface lint errors during code review. Apache-2

mypy
Show 12 hidden projects...
- parso (π₯29 Β· β 560) - A Python Parser.
βUnlicensed
- darglint (π₯28 Β· β 480 Β· π) - A python documentation linter which checks that the docstring..
MIT
- coala (π₯27 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and..
βοΈAGPL-3.0
- pep8-naming (π₯26 Β· β 460) - Naming Convention checker for Python.
βUnlicensed
- data-science-types (π₯26 Β· β 200 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas..
Apache-2
- flake8-commas (π₯21 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in..
βUnlicensed
- pylint-flask (π₯21 Β· β 62 Β· π) - A Pylint plugin to analyze Flask applications.
βοΈGPL-2.0
- Fixit (π₯20 Β· β 420) - Advanced Python linting framework with auto-fixes and hierarchical..
βUnlicensed
- flake8-mypy (π₯19 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy.
MIT
- flakehell (π₯16 Β· β 230 Β· π) - Flake8 wrapper to make it nice, legacy-friendly, configurable.
MIT
- pycycle (π₯15 Β· β 320 Β· π) - Tool for pinpointing circular imports in Python. Find cyclic imports..
MIT
- yala (π₯14 Β· β 14 Β· π€) - Yet Another Linter Aggregator.
MIT
pyre-check (π₯34 Β· β 6.4K) - Performant type-checking for python. MIT
typeguard (π₯34 Β· β 1.3K) - Run-time type checker for Python. MIT
-
GitHub (π¨βπ» 30 Β· π 95 Β· π¦ 17K Β· π 270 - 5% open Β· β±οΈ 31.07.2023):
git clone https://github.com/agronholm/typeguard
-
PyPi (π₯ 9.8M / month Β· π¦ 1.5K Β· β±οΈ 29.07.2023):
pip install typeguard
-
Conda (π₯ 360K Β· β±οΈ 30.07.2023):
conda install -c conda-forge typeguard
autopep8 (π₯37 Β· β 4.4K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
docformatter (π₯28 Β· β 440) - Formats docstrings to follow PEP 257. MIT
-
GitHub (π¨βπ» 27 Β· π 57 Β· π₯ 5 Β· π¦ 3K Β· π 140 - 7% open Β· β±οΈ 12.07.2023):
git clone https://github.com/myint/docformatter
-
PyPi (π₯ 320K / month Β· π¦ 140 Β· β±οΈ 12.07.2023):
pip install docformatter
-
Conda (π₯ 83K Β· β±οΈ 18.07.2023):
conda install -c conda-forge docformatter
autoimport (π₯17 Β· β 74) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
Show 1 hidden projects...
- pyformat (π₯19 Β· β 93 Β· π) - Formats Python code to follow a consistent style.
βοΈSaxpath
jedi (π₯41 Β· β 5.5K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
rope (π₯32 Β· β 1.7K) - a python refactoring library. βοΈLGPL-3.0
pyupgrade (π₯28 Β· β 2.7K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
autoflake (π₯24 Β· β 790 Β· π) - Removes unused imports and unused variables as reported by pyflakes. MIT
add-trailing-comma (π₯22 Β· β 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
unimport (π₯21 Β· β 230) - The ultimate linter and formatter for removing unused import statements.. MIT
retype (π₯15 Β· β 130 Β· π€) - Re-apply type annotations from .pyi stubs to your codebase. MIT
Show 8 hidden projects...
- eradicate (π₯26 Β· β 180) - Removes commented-out code from Python files.
βοΈSaxpath
- redbaron (π₯23 Β· β 670 Β· π) - Bottom-up approach to refactoring in python.
βUnlicensed
- baron (π₯22 Β· β 280 Β· π) - IDE allow you to refactor code, Baron allows you to write..
βοΈLGPL-3.0
- unify (π₯21 Β· β 84 Β· π) - Modifies strings to all use the same quote where possible.
MIT
- MonkeyType (π₯20 Β· β 4.3K Β· π) - A Python library that generates static type annotations..
βUnlicensed
- pyannotate (π₯19 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations.
Apache-2
- pep8ify (π₯16 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8.
Apache-2
- massedit (π₯15 Β· β 110 Β· π) - Programmatically edit text files with Python. Useful for source to..
MIT
bandit (π₯38 Β· β 5.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-
GitHub (π¨βπ» 170 Β· π 540 Β· π₯ 720 Β· π¦ 43K Β· π 650 - 30% open Β· β±οΈ 24.07.2023):
git clone https://github.com/PyCQA/bandit
-
PyPi (π₯ 3.4M / month Β· π¦ 1.7K Β· β±οΈ 10.03.2023):
pip install bandit
-
Conda (π₯ 250K Β· β±οΈ 16.06.2023):
conda install -c conda-forge bandit
sqlmap (π₯32 Β· β 28K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
detect-secrets (π₯28 Β· β 3.1K) - An enterprise friendly way of detecting and preventing.. Apache-2
safety (π₯28 Β· β 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
dlint (π₯17 Β· β 160) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
Show 3 hidden projects...
- pyarmor (π₯34 Β· β 2.4K) - A tool used to obfuscate python scripts, bind obfuscated scripts..
βUnlicensed
- pyt (π₯22 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in..
βοΈGPL-2.0
- dodgy (π₯21 Β· β 110 Β· π) - Looks at Python code to search for things which look dodgy such as..
MIT
virtualenv (π₯40 Β· β 4.5K) - Virtual Python Environment builder. MIT
pyenv-virtualenv (π₯20 Β· β 5.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-
GitHub (π¨βπ» 58 Β· π 360 Β· π 330 - 31% open Β· β±οΈ 26.06.2023):
git clone https://github.com/pyenv/pyenv-virtualenv
pyenv-installer (π₯16 Β· β 3.7K) - This tool is used to install `pyenv` and friends. MIT
-
GitHub (π¨βπ» 39 Β· π 390 Β· π 77 - 7% open Β· β±οΈ 10.06.2023):
git clone https://github.com/pyenv/pyenv-installer
dh-virtualenv (π₯16 Β· β 1.6K Β· π€) - Python virtualenvs in Debian packages. βοΈGPL-2.0
-
GitHub (π¨βπ» 60 Β· π 180 Β· π 200 - 15% open Β· β±οΈ 03.01.2023):
git clone https://github.com/spotify/dh-virtualenv
freshenv (π₯13 Β· β 170 Β· π€) - Provision, share, manage local and cloud developer environments. MPL-2.0
Show 2 hidden projects...
- vex (π₯16 Β· β 370 Β· π) - Run a command in the named virtualenv.
MIT
- pipenv-pipes (π₯10 Β· β 130 Β· π) - A PipEnv Environment Switcher.
MIT
pip-tools (π₯39 Β· β 7K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-
GitHub (π¨βπ» 200 Β· π 580 Β· π¦ 22K Β· π 990 - 14% open Β· β±οΈ 03.08.2023):
git clone https://github.com/jazzband/pip-tools
-
PyPi (π₯ 9.3M / month Β· π¦ 2.4K Β· β±οΈ 02.08.2023):
pip install pip-tools
-
Conda (π₯ 110K Β· β±οΈ 03.08.2023):
conda install -c conda-forge pip-tools
pipreqs (π₯33 Β· β 5.3K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
PDM (π₯33 Β· β 5K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
Show 3 hidden projects...
- conda (π₯41 Β· β 5.6K) - A system-level, binary package and environment manager running on..
βUnlicensed
- dephell (π₯25 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,..
MIT
- pyflow (π₯21 Β· β 1.3K Β· π) - An installation and dependency system for Python.
MIT
prospector (π₯34 Β· β 1.8K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-
GitHub (π¨βπ» 89 Β· π 170 Β· π¦ 4.4K Β· π 360 - 14% open Β· β±οΈ 15.07.2023):
git clone https://github.com/PyCQA/prospector
-
PyPi (π₯ 770K / month Β· π¦ 680 Β· β±οΈ 25.05.2023):
pip install prospector
-
Conda (π₯ 82K Β· β±οΈ 16.06.2023):
conda install -c conda-forge prospector
mccabe (π₯30 Β· β 590) - McCabe complexity checker for Python. βοΈSaxpath
wily (π₯27 Β· β 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
cohesion (π₯14 Β· β 200) - A tool for measuring Python class cohesion. βοΈGPL-3.0
rich (π₯44 Β· β 44K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
tqdm (π₯42 Β· β 25K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-
GitHub (π¨βπ» 110 Β· π 1.3K Β· π₯ 12K Β· π¦ 520K Β· π 1K - 44% open Β· β±οΈ 03.03.2023):
git clone https://github.com/tqdm/tqdm
-
PyPi (π₯ 57M / month Β· π¦ 26K Β· β±οΈ 03.03.2023):
pip install tqdm
-
Conda (π₯ 22M Β· β±οΈ 16.06.2023):
conda install -c conda-forge tqdm
-
Docker Hub (π₯ 4.1K Β· β 2 Β· β±οΈ 10.06.2023):
docker pull tqdm/tqdm
sentry-sdk (π₯39 Β· β 1.6K) - The official Python SDK for Sentry.io. MIT
-
GitHub (π¨βπ» 180 Β· π 400 Β· π₯ 3.2K Β· π¦ 47K Β· π 980 - 18% open Β· β±οΈ 01.08.2023):
git clone https://github.com/getsentry/sentry-python
-
PyPi (π₯ 17M / month Β· π¦ 360 Β· β±οΈ 01.08.2023):
pip install sentry-sdk
-
Conda (π₯ 550K Β· β±οΈ 01.08.2023):
conda install -c conda-forge sentry-sdk
tabulate (π₯34 Β· β 1.7K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-
GitHub (π¨βπ» 84 Β· π 140 Β· π¦ 130K Β· π 210 - 38% open Β· β±οΈ 30.04.2023):
git clone https://github.com/astanin/python-tabulate
-
PyPi (π₯ 49M / month Β· π¦ 7.8K Β· β±οΈ 06.10.2022):
pip install tabulate
-
Conda (π₯ 5.4M Β· β±οΈ 16.06.2023):
conda install -c conda-forge tabulate
python-json-logger (π₯33 Β· β 1.5K) - Json Formatter for the standard python logger. BSD-2
progressbar2 (π₯32 Β· β 820) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-
GitHub (π¨βπ» 42 Β· π 97 Β· π₯ 2K Β· π¦ 30K Β· π 210 - 5% open Β· β±οΈ 18.03.2023):
git clone https://github.com/WoLpH/python-progressbar
-
PyPi (π₯ 18M / month Β· π¦ 1.5K Β· β±οΈ 01.11.2022):
pip install progressbar2
-
Conda (π₯ 980K Β· β±οΈ 16.06.2023):
conda install -c conda-forge progressbar2
alive-progress (π₯31 Β· β 4.6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
-
GitHub (π¨βπ» 7 Β· π 180 Β· π¦ 2.1K Β· π 200 - 8% open Β· β±οΈ 01.06.2023):
git clone https://github.com/rsalmei/alive-progress
-
PyPi (π₯ 390K / month Β· π¦ 190 Β· β±οΈ 02.01.2023):
pip install alive-progress
-
Conda (π₯ 38K Β· β±οΈ 01.06.2023):
conda install -c conda-forge alive-progress
colorlog (π₯30 Β· β 820 Β· π€) - A colored formatter for the python logging module. MIT
-
GitHub (π¨βπ» 30 Β· π 84 Β· π¦ 27K Β· π 76 - 3% open Β· β±οΈ 29.08.2022):
git clone https://github.com/borntyping/python-colorlog
-
PyPi (π₯ 6.9M / month Β· π¦ 2.6K Β· β±οΈ 02.02.2023):
pip install colorlog
-
Conda (π₯ 1.6M Β· β±οΈ 22.06.2023):
conda install -c conda-forge colorlog
stackprinter (π₯25 Β· β 1.2K) - Debugging-friendly exceptions for Python. MIT
python-devtools (π₯22 Β· β 790) - Dev tools for python. MIT
-
GitHub (π¨βπ» 12 Β· π 36 Β· π¦ 1.5K Β· π 55 - 29% open Β· β±οΈ 23.05.2023):
git clone https://github.com/samuelcolvin/python-devtools
-
PyPi (π₯ 560 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
pip install python-devtools
-
Conda (π₯ 16K Β· β±οΈ 16.06.2023):
conda install -c conda-forge python-devtools
better-exceptions (π₯21 Β· β 4.4K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
Show 8 hidden projects...
- structlog (π₯35 Β· β 2.7K) - Simple, powerful, and fast logging for Python.
βUnlicensed
- logbook (π₯33 Β· β 1.4K) - A cool logging replacement for Python.
βUnlicensed
- prettytable (π₯30 Β· β 1.1K) - Display tabular data in a visually appealing ASCII table..
βUnlicensed
- python-coloredlogs (π₯28 Β· β 510 Β· π) - Colored terminal output for Pythons logging module.
MIT
- notifiers (π₯27 Β· β 2.5K Β· π) - The easy way to send notifications.
MIT
- rebound (π₯22 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow..
βUnlicensed
- PrettyErrors (π₯19 Β· β 2.7K Β· π) - Prettify Python exception output to make it legible.
MIT
- tbvaccine (π₯16 Β· β 360 Β· π) - A small utility to pretty-print Python tracebacks.
MIT
xxh (π₯24 Β· β 4.5K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
Show 1 hidden projects...
- xonsh (π₯31 Β· β 7.2K) - Python-powered, cross-platform, Unix-gazing shell.
βοΈBSD-1-Clause
πΒ best-of-mkdocs ( β 380) - Collection of MkDocs projects and plugins.
mkdocs-material (π₯41 Β· β 15K) - Documentation that simply works. MIT

sphinx_rtd_theme (π₯37 Β· β 4.4K Β· π) - Sphinx theme for readthedocs.org. MIT

-
GitHub (π¨βπ» 120 Β· π 1.8K Β· π¦ 16 Β· π 850 - 28% open Β· β±οΈ 07.06.2023):
git clone https://github.com/readthedocs/sphinx_rtd_theme
-
PyPi (π₯ 4.4M / month Β· π¦ 7K Β· β±οΈ 07.06.2023):
pip install sphinx_rtd_theme
-
Conda (π₯ 3.5M Β· β±οΈ 09.06.2023):
conda install -c conda-forge sphinx_rtd_theme
alabaster (π₯33 Β· β 700) - Lightweight, configurable Sphinx theme. BSD-3

-
GitHub (π¨βπ» 29 Β· π 190 Β· π¦ 100K Β· π 120 - 53% open Β· β±οΈ 21.04.2023):
git clone https://github.com/bitprophet/alabaster
-
PyPi (π₯ 6.8M / month Β· π¦ 7.7K Β· β±οΈ 13.01.2023):
pip install alabaster
-
Conda (π₯ 6.4M Β· β±οΈ 16.06.2023):
conda install -c conda-forge alabaster
mkdocstrings (π₯32 Β· β 1.3K) - Automatic documentation from sources, for MkDocs. ISC

-
GitHub (π¨βπ» 37 Β· π 94 Β· π¦ 8.6K Β· π 350 - 13% open Β· β±οΈ 02.08.2023):
git clone https://github.com/mkdocstrings/mkdocstrings
-
PyPi (π₯ 510K / month Β· π¦ 420 Β· β±οΈ 26.05.2023):
pip install mkdocstrings
-
Conda (π₯ 79K Β· β±οΈ 04.07.2023):
conda install -c conda-forge mkdocstrings
sphinx-autodoc-typehints (π₯31 Β· β 490) - Type hints support for the Sphinx autodoc extension. MIT

-
GitHub (π¨βπ» 53 Β· π 95 Β· π¦ 40K Β· π 170 - 15% open Β· β±οΈ 25.07.2023):
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
-
PyPi (π₯ 1.7M / month):
pip install sphinx-autodoc-typehints
-
Conda (π₯ 550K Β· β±οΈ 21.07.2023):
conda install -c conda-forge sphinx-autodoc-typehints
Griffe (π₯29 Β· β 190) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
sphinx-autobuild (π₯28 Β· β 480) - Watch a Sphinx directory and rebuild the documentation.. MIT

pdoc3 (π₯26 Β· β 990 Β· π€) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
mkdocs-awesome-pages-plugin (π₯25 Β· β 350) - An MkDocs plugin that simplifies configuring page.. MIT

blacken-docs (π₯24 Β· β 540) - Run `black` on python code blocks in documentation files. MIT
sphinx-markdown-builder (π₯22 Β· β 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT

mkdocs-print-site-plugin (π₯22 Β· β 84) - MkDocs Plugin that adds an additional page that.. MIT

lazydocs (π₯20 Β· β 150) - Generate markdown API documentation from Google-style Python docstring... MIT
Show 9 hidden projects...
- breathe (π₯29 Β· β 690) - ReStructuredText and Sphinx bridge to Doxygen.
βUnlicensed
- sphinx-bootstrap-theme (π₯26 Β· β 590 Β· π) - Sphinx Bootstrap Theme.
MIT
- pytkdocs (π₯25 Β· β 48 Β· π) - Load Python objects documentation.
ISC
- pycco (π₯24 Β· β 830 Β· π) - Literate-style documentation generator.
MIT
- interrogate (π₯23 Β· β 490 Β· π) - Explain yourself! Interrogate a codebase for docstring coverage.
MIT
- mkdocs-with-pdf (π₯23 Β· β 250 Β· π) - Generate a single PDF file from MkDocs repository.
MIT
- mkdocs-pdf-export-plugin (π₯22 Β· β 280 Β· π) - An MkDocs plugin to export content pages as PDF files.
MIT
- mkdocs-git-revision-date-plugin (π₯19 Β· β 54 Β· π) - MkDocs plugin for setting revision date from git per..
MIT
- mkdocs-versioning (π₯17 Β· β 40 Β· π) - A tool that allows for versioning sites built with..
MIT
python-hunter (π₯22 Β· β 740) - Hunter is a flexible code tracing toolkit. BSD-2
python-manhole (π₯22 Β· β 350 Β· π€) - Debugging manhole for python applications. BSD-2
pyrasite (π₯21 Β· β 2.7K) - Inject code into running Python processes. βοΈGPL-3.0
snoop (π₯19 Β· β 940 Β· π€) - A powerful set of Python debugging tools, based on PySnooper. MIT
Show 5 hidden projects...
- pudb (π₯30 Β· β 2.7K) - Full-screen console debugger for Python.
βUnlicensed
- pyelftools (π₯28 Β· β 1.7K) - Parsing ELF and DWARF in Python.
βUnlicensed
- pdbpp (π₯28 Β· β 1.1K Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger).
BSD-3
- gdbgui (π₯27 Β· β 9.3K Β· π) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,..
βοΈGPL-3.0
- Birdseye (π₯17 Β· β 1.6K Β· π) - Graphical Python debugger which lets you easily view the values of..
MIT
πΒ best-of-web-python - Testing ( β 2K) - Testing libraries & tools for python web frameworks.
πΒ unittest - Unittest is a test framework included in the Python standard library.
pytest (π₯48 Β· β 10K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT

robotframework (π₯42 Β· β 8.2K) - Generic automation framework for acceptance testing and RPA. Apache-2
-
GitHub (π¨βπ» 190 Β· π 2.1K Β· π₯ 550 Β· π¦ 8.1K Β· π 4.2K - 6% open Β· β±οΈ 28.07.2023):
git clone https://github.com/robotframework/robotframework
-
PyPi (π₯ 1.6M / month):
pip install robotframework
-
Conda (π₯ 140K Β· β±οΈ 28.07.2023):
conda install -c conda-forge robotframework
tox (π₯38 Β· β 3.3K) - Command line driven CI frontend and development task automation tool. MIT

pytest-xdist (π₯36 Β· β 1.2K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT

pyautogui (π₯34 Β· β 8.4K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
mimesis (π₯34 Β· β 4K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT
pytest-mock (π₯34 Β· β 1.6K) - Thin-wrapper around the mock package for easier use with pytest. MIT

pytest-cov (π₯34 Β· β 1.5K) - Coverage plugin for pytest. MIT

playwright-python (π₯33 Β· β 9.1K) - Python version of the Playwright testing and automation.. Apache-2
pytest-bdd (π₯32 Β· β 1.2K) - BDD library for the py.test runner. MIT

-
GitHub (π¨βπ» 58 Β· π 200 Β· π¦ 3K Β· π 340 - 41% open Β· β±οΈ 23.07.2023):
git clone https://github.com/pytest-dev/pytest-bdd
-
PyPi (π₯ 710K / month Β· π¦ 180 Β· β±οΈ 08.11.2022):
pip install pytest-bdd
-
Conda (π₯ 54K Β· β±οΈ 16.06.2023):
conda install -c conda-forge pytest-bdd
asv (π₯31 Β· β 790) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
pytest-asyncio (π₯29 Β· β 1.2K) - Asyncio support for pytest. Apache-2

pytest-benchmark (π₯29 Β· β 1.1K) - py.test fixture for benchmarking code. BSD-2

-
GitHub (π¨βπ» 39 Β· π 110 Β· π¦ 7.3K Β· π 180 - 52% open Β· β±οΈ 27.04.2023):
git clone https://github.com/ionelmc/pytest-benchmark
-
PyPi (π₯ 710K / month Β· π¦ 670 Β· β±οΈ 25.10.2022):
pip install pytest-benchmark
-
Conda (π₯ 1.8M Β· β±οΈ 16.06.2023):
conda install -c conda-forge pytest-benchmark
coveralls-python (π₯29 Β· β 520) - Show coverage stats online via coveralls.io. MIT

pytest-testinfra (π₯27 Β· β 2.2K) - Testinfra test your infrastructures. Apache-2

pytest-testmon (π₯27 Β· β 700) - Selects tests affected by changed files. Executes the.. βοΈAGPL-3.0

pytest-mypy (π₯26 Β· β 230) - Mypy static type checker plugin for Pytest. MIT

factory_boy (π₯25 Β· β 3.2K) - A test fixtures replacement for Python. MIT
pytest-randomly (π₯21 Β· β 530 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
pytest-plugins (π₯20 Β· β 520 Β· π€) - A grab-bag of nifty pytest plugins. MIT
pytest-docker (π₯19 Β· β 350) - Docker-based integration tests. MIT

xdoctest (π₯19 Β· β 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
Show 15 hidden projects...
- hypothesis (π₯39 Β· β 6.8K) - Hypothesis is a powerful, flexible, and easy to use library..
βUnlicensed
- nose (π₯34 Β· β 1.4K Β· π) - nose is nicer testing for python.
βοΈLGPL-2.1+
- pytest-html (π₯32 Β· β 610) - Plugin for generating HTML reports for pytest results.
βUnlicensed
- nose2 (π₯29 Β· β 760) - The successor to nose, based on unittest2.
βUnlicensed
- pytest-sugar (π₯28 Β· β 1.1K) - a plugin for py.test that changes the default look..
βUnlicensed
- PyHamcrest (π₯28 Β· β 710) - Hamcrest matchers for Python.
βUnlicensed
- uiautomator (π₯26 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool.
MIT
- pytest-watch (π₯25 Β· β 700 Β· π) - Local continuous test runner with pytest and watchdog.
MIT
- pytest-lazy-fixture (π₯24 Β· β 340 Β· π) - It helps to use fixtures in pytest.mark.parametrize.
MIT
- Mamba Test Runner (π₯23 Β· β 510 Β· π) - The definitive testing tool for Python. Born under the..
MIT
- sixpack (π₯21 Β· β 1.8K Β· π) - Sixpack is a language-agnostic a/b-testing framework.
BSD-2
- assertpy (π₯20 Β· β 430 Β· π) - Simple assertion library for unit testing in python with a fluent..
BSD-3
- pytest-datadir (π₯19 Β· β 220) - pytest plugin for manipulating test data directories..
βUnlicensed
- fake2db (π₯18 Β· β 2.2K Β· π) - create custom test databases that are populated with fake data.
βοΈGPL-2.0
- pytest-play (π₯11 Β· β 68 Β· π) - pytest plugin that let you automate actions and..
Apache-2
πΒ Python.org Packaging - An Overview of Packaging for Python.
pyinstaller (π₯42 Β· β 11K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-
GitHub (π¨βπ» 460 Β· π 1.9K Β· π₯ 740K Β· π¦ 46K Β· π 5K - 5% open Β· β±οΈ 01.08.2023):
git clone https://github.com/pyinstaller/pyinstaller
-
PyPi (π₯ 1.4M / month Β· π¦ 300 Β· β±οΈ 24.06.2023):
pip install pyinstaller
-
Conda (π₯ 470K Β· β±οΈ 26.06.2023):
conda install -c conda-forge pyinstaller
Nuitka (π₯37 Β· β 9.4K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
packaging (π₯37 Β· β 510) - Core utilities for Python packages. Apache-2
-
GitHub (π¨βπ» 91 Β· π 230 Β· π₯ 730 Β· π¦ 810K Β· π 330 - 22% open Β· β±οΈ 26.07.2023):
git clone https://github.com/pypa/packaging
-
PyPi (π₯ 160M / month Β· π¦ 19K Β· β±οΈ 12.04.2023):
pip install packaging
-
Conda (π₯ 36M Β· β±οΈ 16.06.2023):
conda install -c conda-forge packaging
pex (π₯32 Β· β 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
cx_Freeze (π₯32 Β· β 1.1K) - Create standalone executables from Python scripts, with the.. Python-2.0
briefcase (π₯28 Β· β 1.8K) - Tools to support converting a Python project into a standalone.. BSD-3
py2app (π₯28 Β· β 260) - py2app is a Python setuptools command which will allow you to make.. MIT
PyOxidizer (π₯26 Β· β 4.8K Β· π€) - A modern Python application packaging and distribution tool. MPL-2.0
constructor (π₯25 Β· β 420) - tool for creating installers from conda packages. BSD-3
shiv (π₯23 Β· β 1.6K Β· π€) - shiv is a command line utility for building fully self contained Python.. BSD-2
subpar (π₯13 Β· β 560 Β· π€) - Subpar is a utility for creating self-contained python.. Apache-2
-
GitHub (π¨βπ» 16 Β· π 66 Β· π 64 - 53% open Β· β±οΈ 19.12.2022):
git clone https://github.com/google/subpar
Show 3 hidden projects...
setuptools (π₯45 Β· β 2.1K) - Official project repository for the Setuptools build system. MIT
buildbot (π₯36 Β· β 5.1K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-
GitHub (π¨βπ» 840 Β· π 1.6K Β· π₯ 32K Β· π¦ 330 Β· π 1.5K - 45% open Β· β±οΈ 03.08.2023):
git clone https://github.com/buildbot/buildbot
-
PyPi (π₯ 32K / month Β· π¦ 460 Β· β±οΈ 06.03.2022):
pip install buildbot
-
Conda (π₯ 86K Β· β±οΈ 16.06.2023):
conda install -c conda-forge buildbot
setuptools_scm (π₯28 Β· β 740) - the blessed package to manage your versions by scm tags. MIT
universal-build (π₯14 Β· β 19 Β· π€) - Universal build utilities for containerized build pipelines. MIT
Show 2 hidden projects...
- buildout (π₯29 Β· β 560 Β· π€) - Buildout is a deployment automation tool written in and..
βοΈZPL-2.1
- pynt (π₯18 Β· β 160 Β· π) - A pynt of Python build.
MIT
py-spy (π₯33 Β· β 11K) - Sampling profiler for Python programs. MIT
-
GitHub (π¨βπ» 33 Β· π 360 Β· π₯ 13K Β· π¦ 2.9K Β· π 300 - 38% open Β· β±οΈ 31.07.2023):
git clone https://github.com/benfred/py-spy
-
PyPi (π₯ 2.3M / month):
pip install py-spy
-
Conda (π₯ 460K Β· β±οΈ 16.06.2023):
conda install -c conda-forge py-spy
-
Cargo (π₯ 610 / month):
cargo install py-spy
pyinstrument (π₯33 Β· β 5.5K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
Scalene (π₯31 Β· β 8.1K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
Yappi (π₯28 Β· β 1.2K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
Diamond (π₯26 Β· β 1.7K Β· π€) - Diamond is a python daemon that collects system metrics and publishes.. MIT
Show 11 hidden projects...
- Glances (π₯36 Β· β 23K) - Glances an Eye on your system. A top/htop alternative for..
βUnlicensed
- Bpytop (π₯27 Β· β 9.5K Β· π) - Linux/OSX/FreeBSD resource monitor.
Apache-2
- memory-profiler (π₯22 Β· β 4K) - Monitor Memory usage of Python code.
βUnlicensed
- vprof (π₯22 Β· β 3.9K Β· π) - Visual profiler for Python.
BSD-2
- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler.
BSD-3
- line_profiler (π₯21 Β· β 2K) - Line-by-line profiling for Python.
βUnlicensed
- pympler (π₯21 Β· β 1.1K Β· π) - Development tool to measure, monitor and analyze the memory..
Apache-2
- heartrate (π₯20 Β· β 1.6K Β· π) - Simple real time visualisation of the execution of a Python program.
MIT
- pyheat (π₯19 Β· β 770 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!.
MIT
- memory_profiler (π₯16 Β· β 81 Β· π) - Monitor Memory usage of Python code.
βUnlicensed
- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time.
MIT
typed_ast (π₯30 Β· β 220) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
executing (π₯29 Β· β 260 Β· π€) - Get information about what a Python frame is currently doing,.. MIT
Show 1 hidden projects...
- astunparse (π₯29 Β· β 200 Β· π) - An AST unparser for Python.
BSD-3
pre-commit (π₯42 Β· β 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-
GitHub (π¨βπ» 150 Β· π 730 Β· π₯ 550K Β· π¦ 140K Β· π 1.8K - 1% open Β· β±οΈ 01.08.2023):
git clone https://github.com/pre-commit/pre-commit
-
PyPi (π₯ 12M / month Β· π¦ 5K Β· β±οΈ 13.06.2023):
pip install pre-commit
-
Conda (π₯ 3.5M Β· β±οΈ 14.06.2023):
conda install -c conda-forge pre-commit
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