Best-of Python Developer Tools
🏆 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 900K 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
- 🥇🥈🥉 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
wemake-python-styleguide (🥇36 · ⭐ 2.3K) - The strictest and most opinionated python linter ever!. MIT
flake8-bugbear (🥈32 · ⭐ 970) - A plugin for Flake8 finding likely bugs and design problems.. MIT
pycodestyle (🥈31 · ⭐ 4.9K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
pydocstyle (🥈31 · ⭐ 1.1K) - docstring style checker. MIT
flake8-isort (🥈30 · ⭐ 150) - flake8 plugin that integrates isort. ❗️GPL-2.0
beartype (🥈29 · ⭐ 2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in pure.. MIT
pylint-django (🥈28 · ⭐ 560) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0
flake8-eradicate (🥈27 · ⭐ 300) - Flake8 plugin to find commented out or dead code. MIT
flake8-quotes (🥈27 · ⭐ 170 · 💤) - Flake8 extension for checking quotes in python. MIT
pandas-vet (🥉26 · ⭐ 160) - A plugin for Flake8 that checks pandas code. MIT
check-manifest (🥉25 · ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
flake8-black (🥉25 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT
flake8-builtins (🥉25 · ⭐ 100) - Check for python builtins being used as variables or.. ❗️GPL-2.0
flake8-import-order (🥉24 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
mypy-protobuf (🥉21 · ⭐ 580) - open source tools to generate mypy stubs from protobufs. Apache-2
flake8-comprehensions (🥉21 · ⭐ 450) - A flake8 plugin to help you write better.. MIT
flake8-simplify (🥉21 · ⭐ 160) - A flake8 plugin that helps you to simplify code. MIT
bellybutton (🥉18 · ⭐ 260) - Custom Python linting through AST expressions. MIT
linty_fresh (🥉12 · ⭐ 180 · 💤) - Surface lint errors during code review. Apache-2 mypy
Show 15 hidden projects...
- flake8 (🥇37 · ⭐ 3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned..
❗Unlicensed - parso (🥈30 · ⭐ 560) - A Python Parser.
❗Unlicensed - coala (🥈27 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and..
❗️AGPL-3.0 - pep8-naming (🥈27 · ⭐ 470) - Naming Convention checker for Python.
❗️Saxpath - darglint (🥉26 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring..
MIT - data-science-types (🥉25 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas..
Apache-2 - pylama (🥉24 · ⭐ 1K · 💀) - Code audit tool for python.
MIT - flake8-commas (🥉24 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python.
MIT - Fixit (🥉21 · ⭐ 540) - Advanced Python linting framework with auto-fixes and hierarchical..
❗Unlicensed - flake8-bandit (🥉21 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8.
MIT - pylint-flask (🥉20 · ⭐ 62 · 💀) - A Pylint plugin to analyze Flask applications.
❗️GPL-2.0 - flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy.
MIT - flakehell (🥉16 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable.
MIT - pycycle (🥉15 · ⭐ 320 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports..
MIT - yala (🥉15 · ⭐ 14 · 💤) - Yet Another Linter Aggregator.
MIT
Type checkers
pyre-check (🥉33 · ⭐ 6.5K) - Performant type-checking for python. MIT
Show 1 hidden projects...
- typeguard (🥉34 · ⭐ 1.3K) - Run-time type checker for Python.
❗Unlicensed
Code Formatters
autopep8 (🥉38 · ⭐ 4.4K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
docformatter (🥉28 · ⭐ 460) - Formats docstrings to follow PEP 257. MIT
autoimport (🥉18 · ⭐ 79) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
Show 1 hidden projects...
Code Refactoring
pyupgrade (🥇33 · ⭐ 2.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
rope (🥇33 · ⭐ 1.7K) - a python refactoring library. ❗️LGPL-3.0
MonkeyType (🥈25 · ⭐ 4.4K · 📈) - A Python library that generates static type annotations by.. BSD-3
massedit (🥉19 · ⭐ 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
unimport (🥉18 · ⭐ 230) - The ultimate linter and formatter for removing unused import statements.. MIT
add-trailing-comma (🥉17 · ⭐ 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
Show 8 hidden projects...
- jedi (🥇39 · ⭐ 5.5K) - Awesome autocompletion, static analysis and refactoring library for..
❗Unlicensed - redbaron (🥈24 · ⭐ 670 · 💀) - Bottom-up approach to refactoring in python.
❗️LGPL-3.0 - eradicate (🥈24 · ⭐ 190) - Removes commented-out code from Python files.
❗Unlicensed - baron (🥉23 · ⭐ 280 · 💀) - IDE allow you to refactor code, Baron allows you to write..
❗️LGPL-3.0 - unify (🥉20 · ⭐ 88 · 💀) - Modifies strings to all use the same quote where possible.
MIT - pyannotate (🥉19 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations.
Apache-2 - pep8ify (🥉14 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8.
Apache-2 - retype (🥉12 · ⭐ 130 · 💀) - Re-apply type annotations from .pyi stubs to your codebase.
MIT
Code Security
bandit (🥇35 · ⭐ 5.5K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
safety (🥉28 · ⭐ 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
detect-secrets (🥉26 · ⭐ 3.2K) - An enterprise friendly way of detecting and preventing.. Apache-2
dlint (🥉21 · ⭐ 160) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
Show 3 hidden projects...
- pyarmor (🥈33 · ⭐ 2.5K) - A tool used to obfuscate python scripts, bind obfuscated scripts..
❗Unlicensed - pyt (🥉23 · ⭐ 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in..
❗️GPL-2.0 - dodgy (🥉21 · ⭐ 110 · 💀) - Looks at Python code to search for things which look dodgy such as..
MIT
Virtual Environments
virtualenv (🥈42 · ⭐ 4.5K) - Virtual Python Environment builder. MIT
pyenv-virtualenv (🥉22 · ⭐ 5.7K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-
GitHub (👨💻 58 · 🔀 370 · 📦 13 · 📋 330 - 32% open · ⏱️ 26.06.2023):
git clone https://github.com/pyenv/pyenv-virtualenv
pyenv-installer (🥉16 · ⭐ 3.7K) - This tool is used to install `pyenv` and friends. MIT
-
GitHub (👨💻 39 · 🔀 400 · 📋 79 - 7% open · ⏱️ 10.06.2023):
git clone https://github.com/pyenv/pyenv-installer
dh-virtualenv (🥉16 · ⭐ 1.6K · 💤) - Python virtualenvs in Debian packages. ❗️GPL-2.0
-
GitHub (👨💻 60 · 🔀 180 · 📋 200 - 15% open · ⏱️ 03.01.2023):
git clone https://github.com/spotify/dh-virtualenv
freshenv (🥉13 · ⭐ 170 · 💤) - Provision, share, manage local and cloud developer environments. MPL-2.0
Show 2 hidden projects...
- vex (🥉16 · ⭐ 370 · 💀) - Run a command in the named virtualenv.
MIT - pipenv-pipes (🥉12 · ⭐ 130 · 💀) - A PipEnv Environment Switcher.
MIT
Dependency & Package Managers
pipreqs (🥉33 · ⭐ 5.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
Show 3 hidden projects...
Code Metrics & Complexity
prospector (🥇33 · ⭐ 1.8K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
wily (🥈29 · ⭐ 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
Logging
rich (🥇44 · ⭐ 45K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
tqdm (🥇43 · ⭐ 26K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
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GitHub (👨💻 110 · 🔀 1.3K · 📥 11K · 📦 550K · 📋 1K - 43% open · ⏱️ 10.08.2023):
git clone https://github.com/tqdm/tqdm -
PyPi (📥 74M / month · 📦 27K · ⏱️ 10.08.2023):
pip install tqdm -
Conda (📥 23M · ⏱️ 10.08.2023):
conda install -c conda-forge tqdm -
Docker Hub (📥 4.1K · ⭐ 2 · ⏱️ 26.08.2023):
docker pull tqdm/tqdm
sentry-sdk (🥇39 · ⭐ 1.6K) - The official Python SDK for Sentry.io. MIT
python-json-logger (🥈33 · ⭐ 1.5K · 💤) - Json Formatter for the standard python logger. BSD-2
progressbar2 (🥈32 · ⭐ 820) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
alive-progress (🥉30 · ⭐ 4.6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
stackprinter (🥉25 · ⭐ 1.3K · 💤) - Debugging-friendly exceptions for Python. MIT
python-devtools (🥉23 · ⭐ 830) - Dev tools for python. MIT
better-exceptions (🥉21 · ⭐ 4.4K · 💤) - Pretty and useful exceptions in Python, automatically. MIT
Show 8 hidden projects...
- structlog (🥈35 · ⭐ 2.8K) - Simple, powerful, and fast logging for Python.
❗Unlicensed - prettytable (🥈32 · ⭐ 1.1K) - Display tabular data in a visually appealing ASCII table..
❗️BSD-1-Clause - colorlog (🥉29 · ⭐ 820 · 💀) - A colored formatter for the python logging module.
MIT - python-coloredlogs (🥉28 · ⭐ 510 · 💀) - Colored terminal output for Pythons logging module.
MIT - notifiers (🥉27 · ⭐ 2.5K · 💀) - The easy way to send notifications.
MIT - rebound (🥉26 · ⭐ 4K · 💀) - Command-line tool that instantly fetches Stack Overflow results when an..
MIT - PrettyErrors (🥉22 · ⭐ 2.7K · 💀) - Prettify Python exception output to make it legible.
MIT - tbvaccine (🥉16 · ⭐ 360 · 💀) - A small utility to pretty-print Python tracebacks.
MIT
Shell
xxh (🥉22 · ⭐ 4.6K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
Show 1 hidden projects...
- xonsh (🥇31 · ⭐ 7.3K) - Python-powered, cross-platform, Unix-gazing shell.
❗️BSD-1-Clause
Documentation
🔗 best-of-mkdocs ( ⭐ 440) - Collection of MkDocs projects and plugins.
mkdocs-material (🥇42 · ⭐ 15K) - Documentation that simply works. MIT
sphinx_rtd_theme (🥈32 · ⭐ 4.5K) - Sphinx theme for readthedocs.org. MIT
mkdocstrings (🥈32 · ⭐ 1.3K) - Automatic documentation from sources, for MkDocs. ISC
sphinx-autodoc-typehints (🥈31 · ⭐ 500) - Type hints support for the Sphinx autodoc extension. MIT
Griffe (🥈30 · ⭐ 200) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
sphinx-autobuild (🥈28 · ⭐ 480 · 💤) - Watch a Sphinx directory and rebuild the.. MIT
pdoc3 (🥉26 · ⭐ 1K · 💤) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
mkdocs-awesome-pages-plugin (🥉25 · ⭐ 360) - An MkDocs plugin that simplifies configuring page.. MIT
blacken-docs (🥉24 · ⭐ 560) - Run `black` on python code blocks in documentation files. MIT
interrogate (🥉24 · ⭐ 500) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
mkdocs-print-site-plugin (🥉22 · ⭐ 88) - MkDocs Plugin that adds an additional page that.. MIT
lazydocs (🥉21 · ⭐ 150) - Generate markdown API documentation from Google-style Python docstring... MIT
sphinx-markdown-builder (🥉20 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
Show 9 hidden projects...
- alabaster (🥈29 · ⭐ 700) - Lightweight, configurable Sphinx theme.
❗Unlicensed - breathe (🥉27 · ⭐ 700) - ReStructuredText and Sphinx bridge to Doxygen.
❗Unlicensed - pytkdocs (🥉24 · ⭐ 48 · 💀) - Load Python objects documentation.
ISC - pycco (🥉22 · ⭐ 830 · 💀) - Literate-style documentation generator.
MIT - mkdocs-pdf-export-plugin (🥉22 · ⭐ 290 · 💀) - An MkDocs plugin to export content pages as PDF files.
MIT - mkdocs-with-pdf (🥉22 · ⭐ 260 · 💀) - Generate a single PDF file from MkDocs repository.
MIT - sphinx-bootstrap-theme (🥉20 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme.
MIT - mkdocs-git-revision-date-plugin (🥉19 · ⭐ 54 · 💀) - MkDocs plugin for setting revision date from git per..
MIT - mkdocs-versioning (🥉17 · ⭐ 40 · 💀) - A tool that allows for versioning sites built with..
MIT
Debugging Tools
python-hunter (🥉21 · ⭐ 750) - Hunter is a flexible code tracing toolkit. BSD-2
python-manhole (🥉21 · ⭐ 360 · 💤) - Debugging manhole for python applications. BSD-2
Show 4 hidden projects...
- pyelftools (🥈30 · ⭐ 1.7K) - Parsing ELF and DWARF in Python.
❗Unlicensed - pdbpp (🥈28 · ⭐ 1.2K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger).
BSD-3 - gdbgui (🥉27 · ⭐ 9.4K · 💀) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,..
❗️GPL-3.0 - Birdseye (🥉16 · ⭐ 1.6K · 💀) - Graphical Python debugger which lets you easily view the values of..
MIT
Testing Tools
🔗 best-of-web-python - Testing ( ⭐ 2K) - Testing libraries & tools for python web frameworks.
🔗 unittest - Unittest is a test framework included in the Python standard library.
robotframework (🥇42 · ⭐ 8.3K) - Generic automation framework for acceptance testing and RPA. Apache-2
pytest-cov (🥇37 · ⭐ 1.5K) - Coverage plugin for pytest. MIT
pytest-xdist (🥈36 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT
pytest-html (🥈35 · ⭐ 620) - Plugin for generating HTML reports for pytest results. MIT
pyautogui (🥈34 · ⭐ 8.6K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
pytest-asyncio (🥈34 · ⭐ 1.2K) - Asyncio support for pytest. Apache-2
playwright-python (🥈33 · ⭐ 9.4K) - Python version of the Playwright testing and automation.. Apache-2
mimesis (🥈33 · ⭐ 4K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT
pytest-mock (🥈33 · ⭐ 1.7K) - Thin-wrapper around the mock package for easier use with pytest. MIT
asv (🥈33 · ⭐ 800) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
pytest-bdd (🥈32 · ⭐ 1.2K) - BDD library for the py.test runner. MIT
pytest-sugar (🥈30 · ⭐ 1.1K) - a plugin for py.test that changes the default look and feel.. BSD-3
pytest-benchmark (🥉29 · ⭐ 1.1K) - py.test fixture for benchmarking code. BSD-2
coveralls-python (🥉29 · ⭐ 530) - Show coverage stats online via coveralls.io. MIT
pytest-testinfra (🥉27 · ⭐ 2.2K) - Testinfra test your infrastructures. Apache-2
pytest-randomly (🥉27 · ⭐ 540) - Pytest plugin to randomly order tests and control random.seed. MIT
pytest-testmon (🥉26 · ⭐ 720) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0
pytest-mypy (🥉26 · ⭐ 230) - Mypy static type checker plugin for Pytest. MIT
factory_boy (🥉25 · ⭐ 3.2K · 📉) - A test fixtures replacement for Python. MIT
pytest-plugins (🥉24 · ⭐ 520 · 💤) - A grab-bag of nifty pytest plugins. MIT
pytest-docker (🥉19 · ⭐ 350) - Docker-based integration tests. MIT
Show 14 hidden projects...
- hypothesis (🥇38 · ⭐ 6.9K) - Hypothesis is a powerful, flexible, and easy to use library..
❗Unlicensed - nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python.
❗️LGPL-2.1+ - nose2 (🥉29 · ⭐ 760) - The successor to nose, based on unittest2.
❗Unlicensed - PyHamcrest (🥉28 · ⭐ 720) - Hamcrest matchers for Python.
❗Unlicensed - ddt (🥉27 · ⭐ 430 · 💀) - Data-Driven Tests for Python Unittest.
MIT - uiautomator (🥉26 · ⭐ 1.9K · 💀) - Python wrapper of Android uiautomator test tool.
MIT - pytest-watch (🥉26 · ⭐ 700 · 💀) - Local continuous test runner with pytest and watchdog.
MIT - pytest-lazy-fixture (🥉25 · ⭐ 340 · 💀) - It helps to use fixtures in pytest.mark.parametrize.
MIT - Mamba Test Runner (🥉24 · ⭐ 510 · 💀) - The definitive testing tool for Python. Born under the..
MIT - sixpack (🥉21 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework.
BSD-2 - pytest-datadir (🥉19 · ⭐ 220) - pytest plugin for manipulating test data directories..
❗Unlicensed - fake2db (🥉18 · ⭐ 2.2K · 💀) - create custom test databases that are populated with fake data.
❗️GPL-2.0 - assertpy (🥉13 · ⭐ 18 · 💀) - Simple assertion library for unit testing in python with a fluent API.
BSD-3 - pytest-play (🥉12 · ⭐ 68 · 💀) - pytest plugin that let you automate actions and..
Apache-2
Code Packaging
🔗 Python.org Packaging - An Overview of Packaging for Python.
pyinstaller (🥇42 · ⭐ 11K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
Nuitka (🥇39 · ⭐ 9.7K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
pex (🥈30 · ⭐ 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
PyOxidizer (🥈27 · ⭐ 4.9K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0
cx_Freeze (🥈27 · ⭐ 1.1K) - Create standalone executables from Python scripts, with the.. ❗Unlicensed
shiv (🥉22 · ⭐ 1.6K) - shiv is a command line utility for building fully self contained Python.. BSD-2
subpar (🥉13 · ⭐ 560 · 💤) - Subpar is a utility for creating self-contained python.. Apache-2
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GitHub (👨💻 16 · 🔀 67 · 📋 64 - 53% open · ⏱️ 19.12.2022):
git clone https://github.com/google/subpar
Show 6 hidden projects...
- packaging (🥈35 · ⭐ 520) - Core utilities for Python packages.
❗Unlicensed - py2app (🥉25 · ⭐ 270) - py2app is a Python setuptools command which will allow you to make..
❗Unlicensed - constructor (🥉23 · ⭐ 420) - tool for creating installers from conda packages.
❗Unlicensed - py2exe (🥉21 · ⭐ 640 · 💤) - Create standalone Windows programs from Python code.
❗Unlicensed - pynsist (🥉19 · ⭐ 850 · 💀) - Build Windows installers for Python applications.
❗Unlicensed - pyship (🥉11 · ⭐ 34) - pyship - ship Python desktop apps to end users.
MIT
Build Tools
setuptools (🥇46 · ⭐ 2.1K) - Official project repository for the Setuptools build system. MIT
buildbot (🥇36 · ⭐ 5.1K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
setuptools_scm (🥈34 · ⭐ 760) - the blessed package to manage your versions by scm tags. MIT
universal-build (🥉13 · ⭐ 18 · 💤) - Universal build utilities for containerized build pipelines. MIT
Show 3 hidden projects...
System Monitoring & Profiling
pyinstrument (🥈33 · ⭐ 5.6K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
py-spy (🥈32 · ⭐ 11K) - Sampling profiler for Python programs. MIT
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GitHub (👨💻 34 · 🔀 380 · 📥 14K · 📦 3K · 📋 320 - 42% open · ⏱️ 05.09.2023):
git clone https://github.com/benfred/py-spy -
PyPi (📥 2.3M / month · 📦 45 · ⏱️ 07.09.2022):
pip install py-spy -
Conda (📥 480K · ⏱️ 16.06.2023):
conda install -c conda-forge py-spy -
Cargo (📥 400 / month · 📦 1 · ⏱️ 07.09.2022):
cargo install py-spy
line_profiler (🥈28 · ⭐ 2.1K) - Line-by-line profiling for Python. BSD-3
Diamond (🥉27 · ⭐ 1.7K · 💤) - Diamond is a python daemon that collects system metrics and publishes.. MIT
Show 10 hidden projects...
- Glances (🥇35 · ⭐ 24K) - Glances an Eye on your system. A top/htop alternative for..
❗Unlicensed - Bpytop (🥉27 · ⭐ 9.5K · 💀) - Linux/OSX/FreeBSD resource monitor.
Apache-2 - memory_profiler (🥉26 · ⭐ 4K · 💀) - Monitor Memory usage of Python code.
BSD-3 - vprof (🥉23 · ⭐ 3.9K · 💀) - Visual profiler for Python.
BSD-2 - memory-profiler (🥉22 · ⭐ 4K · 📉) - Monitor Memory usage of Python code.
❗Unlicensed - Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler.
BSD-3 - pympler (🥉21 · ⭐ 1.1K · 💀) - Development tool to measure, monitor and analyze the memory..
Apache-2 - heartrate (🥉19 · ⭐ 1.6K · 💀) - Simple real time visualisation of the execution of a Python program.
MIT - pyheat (🥉17 · ⭐ 780 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!.
MIT - livepython (🥉12 · ⭐ 2.5K · 💀) - Visually trace Python code in real-time.
MIT
AST Tools
typed_ast (🥇30 · ⭐ 220) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
Show 1 hidden projects...
- astunparse (🥈29 · ⭐ 210 · 💀) - An AST unparser for Python.
BSD-3
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pre-commit (🥇41 · ⭐ 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT
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