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 890K 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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Contents
- 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
Explanation
- 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
Linters & Style Checkers
ruff (π₯42 Β· β 17K) - An extremely fast Python linter, written in Rust. MIT
-
GitHub (π¨βπ» 250 Β· π 540 Β· π₯ 53K Β· π¦ 15K Β· π 2.6K - 17% open Β· β±οΈ 31.08.2023):
git clone https://github.com/charliermarsh/ruff
-
PyPi (π₯ 4.9M / month Β· π¦ 1.1K Β· β±οΈ 25.08.2023):
pip install ruff
-
Conda (π₯ 320K Β· β±οΈ 26.08.2023):
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 3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
pycodestyle (π₯38 Β· β 4.9K) - Simple Python style checker in one Python file. MIT
-
GitHub (π¨βπ» 130 Β· π 740 Β· π¦ 11 Β· π 720 - 15% open Β· β±οΈ 01.08.2023):
git clone https://github.com/PyCQA/pycodestyle
-
PyPi (π₯ 32M / month Β· π¦ 12K Β· β±οΈ 29.07.2023):
pip install pycodestyle
-
Conda (π₯ 6.8M Β· β±οΈ 30.07.2023):
conda install -c conda-forge pycodestyle
wemake-python-styleguide (π₯36 Β· β 2.3K) - The strictest and most opinionated python linter ever!. MIT
flake8-bugbear (π₯32 Β· β 960) - A plugin for Flake8 finding likely bugs and design problems.. MIT
pydocstyle (π₯30 Β· β 1.1K) - docstring style checker. MIT
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 2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in pure.. MIT
flake8-eradicate (π₯26 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT
check-manifest (π₯26 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
pandas-vet (π₯26 Β· β 160) - A plugin for Flake8 that checks pandas code. MIT
flake8-black (π₯24 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
flake8-builtins (π₯23 Β· β 110 Β· π€) - Check for python builtins being used as variables or.. βοΈGPL-2.0
mypy-protobuf (π₯21 Β· β 580) - open source tools to generate mypy stubs from protobufs. Apache-2
flake8-comprehensions (π₯21 Β· β 450) - A flake8 plugin to help you write better.. MIT
hacking (π₯20 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
flake8-import-order (π₯19 Β· β 270 Β· π€) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
flake8-simplify (π₯18 Β· β 160) - A flake8 plugin that helps you to simplify code. MIT
bellybutton (π₯15 Β· β 260) - Custom Python linting through AST expressions. MIT
flake8-bandit (π₯15 Β· β 110 Β· π€) - Automated security testing using bandit and flake8. MIT
linty_fresh (π₯10 Β· β 180 Β· π€) - Surface lint errors during code review. Apache-2
mypy
Show 11 hidden projects...
- 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₯27 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
- Fixit (π₯22 Β· β 530) - Advanced Python linting framework with auto-fixes and hierarchical..
βUnlicensed
- 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
- flake8-mypy (π₯17 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
- yala (π₯15 Β· β 14 Β· π€) - Yet Another Linter Aggregator.
MIT
- pycycle (π₯13 Β· β 320 Β· π) - Tool for pinpointing circular imports in Python. Find cyclic imports..
MIT
Type checkers
pyre-check (π₯34 Β· β 6.5K) - Performant type-checking for python. MIT
Show 2 hidden projects...
Code Formatters
autopep8 (π₯38 Β· β 4.4K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
docformatter (π₯28 Β· β 450) - Formats docstrings to follow PEP 257. MIT
-
GitHub (π¨βπ» 29 Β· π 57 Β· π₯ 8 Β· π¦ 3.1K Β· π 140 - 9% open Β· β±οΈ 10.08.2023):
git clone https://github.com/myint/docformatter
-
PyPi (π₯ 310K / month Β· π¦ 140 Β· β±οΈ 12.07.2023):
pip install docformatter
-
Conda (π₯ 89K Β· β±οΈ 18.07.2023):
conda install -c conda-forge docformatter
autoimport (π₯18 Β· β 76) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
Show 1 hidden projects...
- pyformat (π₯19 Β· β 94 Β· π) - Formats Python code to follow a consistent style.
βοΈSaxpath
Code Refactoring
rope (π₯31 Β· β 1.7K) - a python refactoring library. βοΈLGPL-3.0
pyupgrade (π₯28 Β· β 2.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
autoflake (π₯24 Β· β 800) - Removes unused imports and unused variables as reported by pyflakes. MIT
unimport (π₯19 Β· β 230) - The ultimate linter and formatter for removing unused import statements.. MIT
add-trailing-comma (π₯17 Β· β 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
retype (π₯13 Β· β 130 Β· π€) - Re-apply type annotations from .pyi stubs to your codebase. MIT
Show 9 hidden projects...
- jedi (π₯38 Β· β 5.5K) - Awesome autocompletion, static analysis and refactoring library for..
βUnlicensed
- eradicate (π₯25 Β· β 190) - Removes commented-out code from Python files.
βUnlicensed
- 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
- MonkeyType (π₯19 Β· β 4.3K) - A Python library that generates static type annotations by..
βUnlicensed
- pyannotate (π₯19 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations.
Apache-2
- unify (π₯19 Β· β 86 Β· π) - Modifies strings to all use the same quote where possible.
MIT
- pep8ify (π₯14 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8.
Apache-2
- massedit (π₯14 Β· β 110 Β· π) - Programmatically edit text files with Python. Useful for source to..
MIT
Code Security
bandit (π₯38 Β· β 5.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
sqlmap (π₯33 Β· β 28K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
safety (π₯28 Β· β 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-
GitHub (π¨βπ» 41 Β· π 130 Β· π₯ 380K Β· π¦ 29 Β· π 170 - 31% open Β· β±οΈ 29.05.2023):
git clone https://github.com/pyupio/safety
-
PyPi (π₯ 980K / month Β· π¦ 420 Β· β±οΈ 04.10.2022):
pip install safety
-
Conda (π₯ 77K Β· β±οΈ 16.06.2023):
conda install -c conda-forge safety
detect-secrets (π₯26 Β· β 3.2K) - An enterprise friendly way of detecting and preventing.. Apache-2
dlint (π₯22 Β· β 160 Β· π) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
Show 3 hidden projects...
- pyarmor (π₯33 Β· β 2.4K) - A tool used to obfuscate python scripts, bind obfuscated scripts..
βUnlicensed
- pyt (π₯23 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in..
βοΈGPL-2.0
- dodgy (π₯22 Β· β 110 Β· π) - Looks at Python code to search for things which look dodgy such as..
MIT
Virtual Environments
virtualenv (π₯41 Β· β 4.5K) - Virtual Python Environment builder. MIT
pyenv-virtualenv (π₯22 Β· β 5.7K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-
GitHub (π¨βπ» 58 Β· π 370 Β· π¦ 11 Β· π 330 - 32% 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 400 Β· π 79 - 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₯12 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
Dependency & Package Managers
conda (π₯43 Β· β 5.7K) - A system-level, binary package and environment manager running on all.. BSD-3
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 590 Β· π¦ 22K Β· π 1K - 14% open Β· β±οΈ 23.08.2023):
git clone https://github.com/jazzband/pip-tools
-
PyPi (π₯ 10M / month Β· π¦ 2.4K Β· β±οΈ 08.08.2023):
pip install pip-tools
-
Conda (π₯ 110K Β· β±οΈ 09.08.2023):
conda install -c conda-forge pip-tools
PDM (π₯34 Β· β 5.1K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
pipreqs (π₯33 Β· β 5.3K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
Show 2 hidden projects...
Code Metrics & Complexity
prospector (π₯33 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 11.08.2023):
git clone https://github.com/PyCQA/prospector
-
PyPi (π₯ 840K / month Β· π¦ 690 Β· β±οΈ 25.05.2023):
pip install prospector
-
Conda (π₯ 85K 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₯29 Β· β 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
cohesion (π₯17 Β· β 200) - A tool for measuring Python class cohesion. βοΈGPL-3.0
Logging
rich (π₯44 Β· β 45K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
tqdm (π₯43 Β· β 26K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-
GitHub (π¨βπ» 110 Β· π 1.2K Β· π₯ 11K Β· π¦ 540K Β· π 930 - 37% open Β· β±οΈ 10.08.2023):
git clone https://github.com/tqdm/tqdm
-
PyPi (π₯ 69M / month):
pip install tqdm
-
Conda (π₯ 23M Β· β±οΈ 10.08.2023):
conda install -c conda-forge tqdm
-
Docker Hub (π₯ 4.1K Β· β 2 Β· β±οΈ 26.08.2023):
docker pull tqdm/tqdm
sentry-sdk (π₯39 Β· β 1.6K) - The official Python SDK for Sentry.io. MIT
-
GitHub (π¨βπ» 190 Β· π 410 Β· π₯ 3.3K Β· π¦ 49K Β· π 1K - 17% open Β· β±οΈ 30.08.2023):
git clone https://github.com/getsentry/sentry-python
-
PyPi (π₯ 21M / month Β· π¦ 390 Β· β±οΈ 29.08.2023):
pip install sentry-sdk
-
Conda (π₯ 580K Β· β±οΈ 29.08.2023):
conda install -c conda-forge sentry-sdk
tabulate (π₯34 Β· β 1.8K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-
GitHub (π¨βπ» 84 Β· π 140 Β· π¦ 140K Β· π 220 - 38% open Β· β±οΈ 30.04.2023):
git clone https://github.com/astanin/python-tabulate
-
PyPi (π₯ 49M / month Β· π¦ 7.9K Β· β±οΈ 06.10.2022):
pip install tabulate
-
Conda (π₯ 5.6M Β· β±οΈ 16.06.2023):
conda install -c conda-forge tabulate
progressbar2 (π₯34 Β· β 820) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-
GitHub (π¨βπ» 42 Β· π 98 Β· π₯ 2.1K Β· π¦ 30K Β· π 210 - 4% open Β· β±οΈ 29.08.2023):
git clone https://github.com/WoLpH/python-progressbar
-
PyPi (π₯ 17M / month Β· π¦ 1.6K Β· β±οΈ 01.11.2022):
pip install progressbar2
-
Conda (π₯ 1M Β· β±οΈ 16.06.2023):
conda install -c conda-forge progressbar2
python-json-logger (π₯33 Β· β 1.5K) - Json Formatter for the standard python logger. BSD-2
-
GitHub (π¨βπ» 63 Β· π 210 Β· π¦ 63K Β· π 100 - 11% open Β· β±οΈ 28.02.2023):
git clone https://github.com/madzak/python-json-logger
-
PyPi (π₯ 20M / month Β· π¦ 820 Β· β±οΈ 21.02.2023):
pip install python-json-logger
-
Conda (π₯ 5.4M Β· β±οΈ 16.06.2023):
conda install -c conda-forge python-json-logger
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¦ 2.2K Β· π 200 - 8% open Β· β±οΈ 01.06.2023):
git clone https://github.com/rsalmei/alive-progress
-
PyPi (π₯ 520K / month Β· π¦ 190 Β· β±οΈ 02.01.2023):
pip install alive-progress
-
Conda (π₯ 40K 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¦ 28K 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¦ 2.7K Β· β±οΈ 02.02.2023):
pip install colorlog
-
Conda (π₯ 1.7M Β· β±οΈ 22.06.2023):
conda install -c conda-forge colorlog
stackprinter (π₯25 Β· β 1.3K) - Debugging-friendly exceptions for Python. MIT
-
GitHub (π¨βπ» 7 Β· π 35 Β· π¦ 290 Β· π 30 - 30% open Β· β±οΈ 20.02.2023):
git clone https://github.com/cknd/stackprinter
-
PyPi (π₯ 370K / month Β· π¦ 28 Β· β±οΈ 24.11.2022):
pip install stackprinter
-
Conda (π₯ 7.1K Β· β±οΈ 16.06.2023):
conda install -c conda-forge stackprinter
better-exceptions (π₯24 Β· β 4.4K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
python-devtools (π₯22 Β· β 810) - Dev tools for python. MIT
-
GitHub (π¨βπ» 12 Β· π 36 Β· π¦ 1.6K Β· π 51 - 23% open Β· β±οΈ 17.08.2023):
git clone https://github.com/samuelcolvin/python-devtools
-
PyPi (π₯ 410 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
pip install python-devtools
-
Conda (π₯ 17K Β· β±οΈ 17.08.2023):
conda install -c conda-forge python-devtools
Show 8 hidden projects...
- structlog (π₯35 Β· β 2.7K) - Simple, powerful, and fast logging for Python.
βUnlicensed
- logbook (π₯34 Β· β 1.4K) - A cool logging replacement for Python.
βUnlicensed
- prettytable (π₯31 Β· β 1.1K) - Display tabular data in a visually appealing ASCII table..
βοΈBSD-1-Clause
- python-coloredlogs (π₯29 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
Shell
xxh (π₯23 Β· β 4.6K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
Show 1 hidden projects...
- xonsh (π₯28 Β· β 7.2K) - Python-powered, cross-platform, Unix-gazing shell.
βUnlicensed
Documentation
πΒ best-of-mkdocs ( β 410) - Collection of MkDocs projects and plugins.
mkdocs-material (π₯42 Β· β 15K) - Documentation that simply works. MIT
sphinx_rtd_theme (π₯38 Β· β 4.4K) - Sphinx theme for readthedocs.org. MIT
-
GitHub (π¨βπ» 120 Β· π 1.8K Β· π¦ 16 Β· π 860 - 28% open Β· β±οΈ 29.08.2023):
git clone https://github.com/readthedocs/sphinx_rtd_theme
-
PyPi (π₯ 4.6M / month Β· π¦ 7.5K Β· β±οΈ 29.08.2023):
pip install sphinx_rtd_theme
-
Conda (π₯ 3.5M Β· β±οΈ 22.08.2023):
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¦ 110K 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₯ 6.5M Β· β±οΈ 16.06.2023):
conda install -c conda-forge alabaster
mkdocstrings (π₯31 Β· β 1.3K) - Automatic documentation from sources, for MkDocs. ISC
sphinx-autodoc-typehints (π₯31 Β· β 500) - Type hints support for the Sphinx autodoc extension. MIT
-
GitHub (π¨βπ» 53 Β· π 95 Β· π¦ 42K Β· π 170 - 15% open Β· β±οΈ 28.08.2023):
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
-
PyPi (π₯ 1.6M / month):
pip install sphinx-autodoc-typehints
-
Conda (π₯ 570K Β· β±οΈ 21.07.2023):
conda install -c conda-forge sphinx-autodoc-typehints
breathe (π₯30 Β· β 690) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-
GitHub (π¨βπ» 110 Β· π 180 Β· π₯ 550 Β· π¦ 11K Β· π 570 - 29% open Β· β±οΈ 22.08.2023):
git clone https://github.com/michaeljones/breathe
-
PyPi (π₯ 280K / month Β· π¦ 1K Β· β±οΈ 20.06.2022):
pip install breathe
-
Conda (π₯ 500K Β· β±οΈ 04.07.2023):
conda install -c conda-forge breathe
Griffe (π₯30 Β· β 200) - 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 1K Β· π€) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
mkdocs-awesome-pages-plugin (π₯25 Β· β 360) - An MkDocs plugin that simplifies configuring page.. MIT
mkdocs-print-site-plugin (π₯22 Β· β 87) - MkDocs Plugin that adds an additional page that.. MIT
sphinx-markdown-builder (π₯21 Β· β 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
blacken-docs (π₯20 Β· β 550) - Run `black` on python code blocks in documentation files. MIT
lazydocs (π₯20 Β· β 150) - Generate markdown API documentation from Google-style Python docstring... MIT
Show 8 hidden projects...
- 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 260 Β· π) - Generate a single PDF file from MkDocs repository.
MIT
- mkdocs-pdf-export-plugin (π₯22 Β· β 290 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
Debugging Tools
snoop (π₯22 Β· β 950 Β· π€) - A powerful set of Python debugging tools, based on PySnooper. MIT
python-hunter (π₯22 Β· β 750) - Hunter is a flexible code tracing toolkit. BSD-2
python-manhole (π₯22 Β· β 360 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
Show 4 hidden projects...
- pyelftools (π₯29 Β· β 1.7K) - Parsing ELF and DWARF in Python.
βUnlicensed
- pdbpp (π₯28 Β· β 1.2K Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger).
BSD-3
- gdbgui (π₯27 Β· β 9.4K Β· π) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,..
βοΈGPL-3.0
- Birdseye (π₯20 Β· β 1.6K Β· π) - Graphical Python debugger which lets you easily view the values of..
MIT
Testing Tools
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 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT
robotframework (π₯42 Β· β 8.3K) - Generic automation framework for acceptance testing and RPA. Apache-2
-
GitHub (π¨βπ» 190 Β· π 2.1K Β· π₯ 550 Β· π¦ 8.4K Β· π 4.2K - 6% open Β· β±οΈ 28.08.2023):
git clone https://github.com/robotframework/robotframework
-
PyPi (π₯ 1.7M / month):
pip install robotframework
-
Conda (π₯ 150K Β· β±οΈ 28.07.2023):
conda install -c conda-forge robotframework
tox (π₯39 Β· β 3.3K) - Command line driven CI frontend and development task automation tool. MIT
pytest-cov (π₯35 Β· β 1.5K) - Coverage plugin for pytest. MIT
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
pyautogui (π₯33 Β· β 8.5K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
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 12.08.2023):
git clone https://github.com/pytest-dev/pytest-bdd
-
PyPi (π₯ 700K / month Β· π¦ 180 Β· β±οΈ 08.11.2022):
pip install pytest-bdd
-
Conda (π₯ 55K Β· β±οΈ 16.06.2023):
conda install -c conda-forge pytest-bdd
playwright-python (π₯31 Β· β 9.2K) - Python version of the Playwright testing and automation.. Apache-2
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
coveralls-python (π₯29 Β· β 530) - Show coverage stats online via coveralls.io. MIT
pytest-xdist (π₯28 Β· β 1.2K) - pytest plugin for distributed testing and loop-on-failures.. MIT
pytest-benchmark (π₯28 Β· β 1.1K) - py.test fixture for benchmarking code. BSD-2
pytest-testinfra (π₯27 Β· β 2.2K) - Testinfra test your infrastructures. Apache-2
factory_boy (π₯26 Β· β 3.2K) - A test fixtures replacement for Python. MIT
pytest-testmon (π₯26 Β· β 710) - 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
-
GitHub (π¨βπ» 16 Β· π 33 Β· π¦ 3.7K Β· π 63 - 17% open Β· β±οΈ 08.05.2023):
git clone https://github.com/dbader/pytest-mypy
-
PyPi (π₯ 280K / month Β· π¦ 470 Β· β±οΈ 18.12.2022):
pip install pytest-mypy
-
Conda (π₯ 82K Β· β±οΈ 16.06.2023):
conda install -c conda-forge pytest-mypy
xdoctest (π₯22 Β· β 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
pytest-randomly (π₯21 Β· β 530) - Pytest plugin to randomly order tests and control random.seed. MIT
pytest-docker (π₯21 Β· β 350) - Docker-based integration tests. MIT
pytest-plugins (π₯20 Β· β 520 Β· π€) - A grab-bag of nifty pytest plugins. MIT
Show 14 hidden projects...
- hypothesis (π₯38 Β· β 6.9K) - 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 620) - Plugin for generating HTML reports for pytest results.
βUnlicensed
- pytest-sugar (π₯28 Β· β 1.1K) - a plugin for py.test that changes the default look..
βUnlicensed
- PyHamcrest (π₯27 Β· β 720) - Hamcrest matchers for Python.
βUnlicensed
- uiautomator (π₯26 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool.
MIT
- pytest-lazy-fixture (π₯25 Β· β 340 Β· π) - It helps to use fixtures in pytest.mark.parametrize.
MIT
- pytest-watch (π₯24 Β· β 700 Β· π) - Local continuous test runner with pytest and watchdog.
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
- 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
- assertpy (π₯13 Β· β 18 Β· π) - Simple assertion library for unit testing in python with a fluent API.
BSD-3
- pytest-play (π₯11 Β· β 68 Β· π) - pytest plugin that let you automate actions and..
Apache-2
Code Packaging
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¦ 48K Β· π 5K - 5% open Β· β±οΈ 30.08.2023):
git clone https://github.com/pyinstaller/pyinstaller
-
PyPi (π₯ 1.6M / month Β· π¦ 340 Β· β±οΈ 29.08.2023):
pip install pyinstaller
-
Conda (π₯ 480K Β· β±οΈ 26.06.2023):
conda install -c conda-forge pyinstaller
Nuitka (π₯37 Β· β 9.6K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
packaging (π₯37 Β· β 520) - Core utilities for Python packages. Apache-2
-
GitHub (π¨βπ» 95 Β· π 230 Β· π₯ 740 Β· π¦ 840K Β· π 340 - 22% open Β· β±οΈ 19.08.2023):
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₯ 38M 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₯30 Β· β 2K) - Tools to support converting a Python project into a standalone native.. 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 4.9K 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 67 Β· π 64 - 53% open Β· β±οΈ 19.12.2022):
git clone https://github.com/google/subpar
Show 3 hidden projects...
Build Tools
setuptools (π₯46 Β· β 2.1K) - Official project repository for the Setuptools build system. MIT
-
GitHub (π¨βπ» 580 Β· π 1K Β· π¦ 380K Β· π 2.4K - 24% open Β· β±οΈ 29.08.2023):
git clone https://github.com/pypa/setuptools
-
PyPi (π₯ 310M / month Β· π¦ 38K Β· β±οΈ 18.08.2023):
pip install setuptools
-
Conda (π₯ 90M Β· β±οΈ 18.08.2023):
conda install -c conda-forge setuptools
buildbot (π₯36 Β· β 5.1K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-
GitHub (π¨βπ» 850 Β· π 1.6K Β· π₯ 32K Β· π¦ 330 Β· π 1.5K - 45% open Β· β±οΈ 29.08.2023):
git clone https://github.com/buildbot/buildbot
-
PyPi (π₯ 32K / month Β· π¦ 460 Β· β±οΈ 16.08.2023):
pip install buildbot
-
Conda (π₯ 87K Β· β±οΈ 17.08.2023):
conda install -c conda-forge buildbot
setuptools_scm (π₯28 Β· β 750) - 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 3 hidden projects...
System Monitoring & Profiling
Glances (π₯36 Β· β 23K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
-
GitHub (π¨βπ» 180 Β· π 1.4K Β· π₯ 1.5K Β· π¦ 710 Β· π 1.7K - 12% open Β· β±οΈ 19.08.2023):
git clone https://github.com/nicolargo/glances
-
PyPi (π₯ 140K / month Β· π¦ 51 Β· β±οΈ 26.05.2022):
pip install glances
-
Conda (π₯ 200K Β· β±οΈ 05.06.2023):
conda install -c conda-forge glances
Scalene (π₯33 Β· β 9.2K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
pyinstrument (π₯33 Β· β 5.5K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
py-spy (π₯32 Β· β 11K) - Sampling profiler for Python programs. MIT
-
GitHub (π¨βπ» 34 Β· π 380 Β· π₯ 14K Β· π¦ 3K Β· π 320 - 42% open Β· β±οΈ 03.08.2023):
git clone https://github.com/benfred/py-spy
-
PyPi (π₯ 3M / month Β· π¦ 45 Β· β±οΈ 07.09.2022):
pip install py-spy
-
Conda (π₯ 470K Β· β±οΈ 16.06.2023):
conda install -c conda-forge py-spy
-
Cargo (π₯ 480 / month):
cargo install py-spy
memory-profiler (π₯29 Β· β 4K Β· π) - Monitor Memory usage of Python code. BSD-3
-
GitHub (π¨βπ» 100 Β· π 370 Β· π 240 - 53% open Β· β±οΈ 21.07.2023):
git clone https://github.com/pythonprofilers/memory_profiler
-
PyPi (π₯ 820K / month Β· π¦ 210 Β· β±οΈ 15.11.2022):
pip install memory_profiler
-
Conda (π₯ 360K Β· β±οΈ 16.06.2023):
conda install -c conda-forge memory_profiler
Diamond (π₯28 Β· β 1.7K Β· π€) - Diamond is a python daemon that collects system metrics and publishes.. MIT
Yappi (π₯28 Β· β 1.2K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
Show 9 hidden projects...
- Bpytop (π₯28 Β· β 9.5K Β· π) - Linux/OSX/FreeBSD resource monitor.
Apache-2
- pympler (π₯26 Β· β 1.1K Β· π) - Development tool to measure, monitor and analyze the memory..
Apache-2
- line_profiler (π₯23 Β· β 2K Β· π) - Line-by-line profiling for Python.
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
- heartrate (π₯21 Β· β 1.6K Β· π) - Simple real time visualisation of the execution of a Python program.
MIT
- pyheat (π₯17 Β· β 770 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!.
MIT
- memory_profiler (π₯16 Β· β 83 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
AST Tools
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 210 Β· π) - An AST unparser for Python.
BSD-3
Others
pre-commit (π₯41 Β· β 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-
GitHub (π¨βπ» 150 Β· π 730 Β· π₯ 600K Β· π¦ 150K Β· π 1.8K - 1% open Β· β±οΈ 30.08.2023):
git clone https://github.com/pre-commit/pre-commit
-
PyPi (π₯ 13M / month Β· π¦ 5K Β· β±οΈ 13.06.2023):
pip install pre-commit
-
Conda (π₯ 3.6M Β· β±οΈ 14.06.2023):
conda install -c conda-forge pre-commit
Related Resources
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