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 960K 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 projectPylint related project
Sphinx related project
MkDocs related project
Linters & Style Checkers¶
pylint (🥇43 · ⭐ 5.2K) - Its not just a linter that annoys you!. ❗️GPL-2.0
- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 570 · 🔀 1.1K · 📦 420K · 📋 5.5K - 16% open · ⏱️ 27.05.2024):
- [PyPi](https://pypi.org/project/pylint) (📥 24M / month · 📦 8.1K · ⏱️ 20.05.2024):
- [Conda](https://anaconda.org/conda-forge/pylint) (📥 5M · ⏱️ 20.05.2024):
ruff (🥇42 · ⭐ 28K) - An extremely fast Python linter and code formatter, written in Rust. MIT
- [GitHub](https://github.com/astral-sh/ruff) (👨💻 430 · 🔀 880 · 📥 490K · 📦 48K · 📋 4.4K - 18% open · ⏱️ 30.05.2024):
- [PyPi](https://pypi.org/project/ruff) (📥 17M / month · 📦 5.2K · ⏱️ 28.05.2024):
- [Conda](https://anaconda.org/conda-forge/ruff) (📥 800K · ⏱️ 29.05.2024):
flake8 (🥇41 · ⭐ 3.3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
- [GitHub](https://github.com/PyCQA/flake8) (👨💻 180 · 🔀 300 · 📦 550K · 📋 1.6K - 1% open · ⏱️ 15.04.2024):
- [PyPi](https://pypi.org/project/flake8) (📥 28M / month · 📦 20K · ⏱️ 05.01.2024):
- [Conda](https://anaconda.org/conda-forge/flake8) (📥 7.3M · ⏱️ 05.01.2024):
wemake-python-styleguide (🥇36 · ⭐ 2.4K) - The strictest and most opinionated python linter ever!. MIT
- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 180 · 🔀 380 · 📦 16K · 📋 1.1K - 10% open · ⏱️ 30.05.2024):
- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 160K / month · 📦 53 · ⏱️ 26.03.2024):
pyflakes (🥇36 · ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT
- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 86 · 🔀 180 · 📦 280K · 📋 530 - 10% open · ⏱️ 07.03.2024):
- [PyPi](https://pypi.org/project/pyflakes) (📥 31M / month · 📦 1.1K · ⏱️ 05.01.2024):
- [Conda](https://anaconda.org/conda-forge/pyflakes) (📥 7.3M · ⏱️ 05.01.2024):
parso (🥇36 · ⭐ 580) - A Python Parser. MIT
- [GitHub](https://github.com/davidhalter/parso) (👨💻 46 · 🔀 99 · 📦 430K · 📋 120 - 10% open · ⏱️ 21.04.2024):
- [PyPi](https://pypi.org/project/parso) (📥 38M / month · 📦 710 · ⏱️ 05.04.2024):
- [Conda](https://anaconda.org/conda-forge/parso) (📥 19M · ⏱️ 05.04.2024):
pycodestyle (🥈34 · ⭐ 5K) - Simple Python style checker in one Python file. MIT
- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 140 · 🔀 750 · 📦 20 · 📋 750 - 14% open · ⏱️ 10.04.2024):
- [PyPi](https://pypi.org/project/pycodestyle) (📥 39M / month · 📦 1.9K · ⏱️ 12.10.2023):
- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 7.6M · ⏱️ 13.10.2023):
beartype (🥈32 · ⭐ 2.5K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
- [GitHub](https://github.com/beartype/beartype) (👨💻 22 · 🔀 49 · 📋 310 - 21% open · ⏱️ 30.05.2024):
- [PyPi](https://pypi.org/project/beartype) (📥 2.3M / month · 📦 420 · ⏱️ 21.04.2024):
- [Conda](https://anaconda.org/conda-forge/beartype) (📥 120K · ⏱️ 21.04.2024):
pydocstyle (🥈32 · ⭐ 1.1K) - docstring style checker. MIT
- [GitHub](https://github.com/PyCQA/pydocstyle) (👨💻 92 · 🔀 190 · 📥 75 · 📦 65K · 📋 350 - 35% open · ⏱️ 03.11.2023):
- [PyPi](https://pypi.org/project/pydocstyle) (📥 5.1M / month · 📦 1.7K · ⏱️ 17.01.2023):
- [Conda](https://anaconda.org/conda-forge/pydocstyle) (📥 1.9M · ⏱️ 16.06.2023):
flake8-bugbear (🥈31 · ⭐ 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT
- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 84 · 🔀 100 · 📦 37K · 📋 220 - 27% open · ⏱️ 29.04.2024):
- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 2.9M / month · 📦 1K · ⏱️ 26.04.2024):
- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 780K · ⏱️ 26.04.2024):
pylint-django (🥈29 · ⭐ 590) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0
- [GitHub](https://github.com/pylint-dev/pylint-django) (👨💻 71 · 🔀 120 · 📥 280 · 📦 29K · 📋 230 - 26% open · ⏱️ 26.02.2024):
- [PyPi](https://pypi.org/project/pylint-django) (📥 1.3M / month · 📦 110 · ⏱️ 23.10.2023):
- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 190K · ⏱️ 09.01.2024):
flake8-comprehensions (🥈29 · ⭐ 460) - A flake8 plugin to help you write better.. MIT
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 15 · 🔀 23 · 📦 27K · 📋 62 - 16% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.1M / month · 📦 650 · ⏱️ 10.07.2023):
- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 780K · ⏱️ 17.07.2023):
flake8-quotes (🥈29 · ⭐ 180) - Flake8 extension for checking quotes in python. MIT
- [GitHub](https://github.com/zheller/flake8-quotes) (👨💻 33 · 🔀 37 · 📦 22K · 📋 54 - 16% open · ⏱️ 10.02.2024):
- [PyPi](https://pypi.org/project/flake8-quotes) (📥 650K / month · 📦 420 · ⏱️ 10.02.2024):
- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (📥 690K · ⏱️ 10.02.2024):
mypy-protobuf (🥈28 · ⭐ 630) - open source tools to generate mypy stubs from protobufs. Apache-2
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 38 · 🔀 76 · 📋 130 - 11% open · ⏱️ 25.04.2024):
- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 3.3M / month · 📦 180 · ⏱️ 01.04.2024):
- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (📥 130K · ⏱️ 20.08.2023):
flake8-eradicate (🥈28 · ⭐ 310) - Flake8 plugin to find commented out or dead code. MIT
- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨💻 17 · 🔀 13 · 📦 19K · 📋 40 - 22% open · ⏱️ 21.05.2024):
- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 630K / month · 📦 160 · ⏱️ 31.05.2023):
- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (📥 15K · ⏱️ 01.06.2023):
hacking (🥈28 · ⭐ 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 70 · 📦 7.3K · ⏱️ 31.01.2024):
- [PyPi](https://pypi.org/project/hacking) (📥 98K / month · 📦 87 · ⏱️ 08.12.2023):
flake8-commas (🥈28 · ⭐ 130) - Flake8 extension for enforcing trailing commas in python. MIT
- [GitHub](https://github.com/PyCQA/flake8-commas) (👨💻 13 · 🔀 32 · 📦 18K · 📋 31 - 9% open · ⏱️ 16.05.2024):
- [PyPi](https://pypi.org/project/flake8-commas) (📥 380K / month · 📦 210 · ⏱️ 16.05.2024):
flake8-isort (🥉27 · ⭐ 170) - flake8 plugin that integrates isort. ❗️GPL-2.0
- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 38 · 🔀 130 · 📦 26K · 📋 57 - 1% open · ⏱️ 03.11.2023):
- [PyPi](https://pypi.org/project/flake8-isort) (📥 1.1M / month · 📦 520 · ⏱️ 03.11.2023):
- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 61K · ⏱️ 03.11.2023):
flake8-builtins (🥉27 · ⭐ 110) - Check for python builtins being used as variables or.. ❗️GPL-2.0
- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 20 · 🔀 23 · 📦 10K · 📋 50 - 4% open · ⏱️ 09.04.2024):
- [PyPi](https://pypi.org/project/flake8-builtins) (📥 860K / month · 📦 480 · ⏱️ 09.04.2024):
- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 250K · ⏱️ 09.04.2024):
nitpick (🥉26 · ⭐ 380) - Enforce the same settings on multiple projects. MIT
- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 16 · 🔀 23 · 📥 5 · 📦 1.3K · 📋 130 - 38% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/nitpick) (📥 15K / month · 📦 26 · ⏱️ 31.12.2023):
check-manifest (🥉26 · ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
- [GitHub](https://github.com/mgedmin/check-manifest) (👨💻 22 · 🔀 37 · 📦 11K · 📋 98 - 21% open · ⏱️ 03.05.2024):
- [PyPi](https://pypi.org/project/check-manifest) (📥 360K / month · 📦 4.3K · ⏱️ 05.12.2022):
- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 120K · ⏱️ 16.06.2023):
flake8-black (🥉26 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT
- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 10 · 📦 7.8K · 📋 29 - 10% open · ⏱️ 14.05.2024):
- [PyPi](https://pypi.org/project/flake8-black) (📥 860K / month · 📦 480 · ⏱️ 20.12.2022):
- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 460K · ⏱️ 16.06.2023):
flake8-import-order (🥉24 · ⭐ 280 · 💤) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 46 · 🔀 72 · 📋 100 - 12% open · ⏱️ 13.09.2023):
- [PyPi](https://pypi.org/project/flake8-import-order) (📥 610K / month · 📦 550 · ⏱️ 26.11.2022):
- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 250K · ⏱️ 16.06.2023):
pandas-vet (🥉21 · ⭐ 160 · 💤) - A plugin for Flake8 that checks pandas code. MIT
- [GitHub](https://github.com/deppen8/pandas-vet) (👨💻 14 · 🔀 18 · 📥 73 · 📦 450 · 📋 53 - 22% open · ⏱️ 11.08.2023):
- [PyPi](https://pypi.org/project/pandas-vet) (📥 44K / month · 📦 37 · ⏱️ 11.08.2023):
- [Conda](https://anaconda.org/conda-forge/pandas-vet) (📥 18K · ⏱️ 11.08.2023):
flake8-simplify (🥉20 · ⭐ 180) - A flake8 plugin that helps you to simplify code. MIT
- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 14 · 🔀 19 · 📋 120 - 41% open · ⏱️ 25.12.2023):
- [PyPi](https://pypi.org/project/flake8-simplify) (📥 350K / month · 📦 86 · ⏱️ 23.09.2023):
- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (📥 39K · ⏱️ 26.09.2023):
bellybutton (🥉17 · ⭐ 270 · 💤) - Custom Python linting through AST expressions. MIT
- [GitHub](https://github.com/hchasestevens/bellybutton) (👨💻 7 · 🔀 15 · 📦 46 · 📋 17 - 64% open · ⏱️ 27.07.2023):
- [PyPi](https://pypi.org/project/bellybutton) (📥 2K / month · 📦 1 · ⏱️ 27.07.2023):
imhotep (🥉17 · ⭐ 220 · 💤) - A static-analysis bot for Github. MIT
- [GitHub](https://github.com/justinabrahms/imhotep) (👨💻 17 · 🔀 36 · 📦 12 · 📋 46 - 43% open · ⏱️ 17.06.2023):
- [PyPi](https://pypi.org/project/imhotep) (📥 59 / month · 📦 4 · ⏱️ 20.02.2022):
Show 13 hidden projects...
- pep8-naming (🥈30 · ⭐ 490) - Naming Convention checker for Python.❗️Saxpath
- darglint (🥈28 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
- coala (🥉27 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
- pylama (🥉26 · ⭐ 1K · 💀) - Code audit tool for python. MIT
- data-science-types (🥉24 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
- Fixit (🥉23 · ⭐ 650) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed
- flake8-bandit (🥉21 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8. MIT MIT MIT ❗️GPL-2.0 MIT
- yala (🥉15 · ⭐ 14 · 💀) - Yet Another Linter Aggregator. MIT Apache-2 mypy
Type checkers¶
mypy (🥇46 · ⭐ 18K) - Optional static typing for Python. MIT
- [GitHub](https://github.com/python/mypy) (👨💻 720 · 🔀 2.7K · 📦 240K · 📋 10K - 27% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/mypy) (📥 26M / month · 📦 14K · ⏱️ 24.04.2024):
- [Conda](https://anaconda.org/conda-forge/mypy) (📥 4M · ⏱️ 25.04.2024):
pyright (🥈39 · ⭐ 12K) - Static Type Checker for Python. MIT
- [GitHub](https://github.com/microsoft/pyright) (👨💻 110 · 🔀 1.3K · 📥 2.5K · 📦 860 · 📋 5.6K - 0% open · ⏱️ 29.05.2024):
- [npm](https://www.npmjs.com/package/pyright) (📥 1.5M / month · 📦 15 · ⏱️ 29.05.2024):
pytype (🥉36 · ⭐ 4.6K) - A static type analyzer for Python code. Apache-2
- [GitHub](https://github.com/google/pytype) (👨💻 100 · 🔀 270 · 📦 3.6K · 📋 700 - 22% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/pytype) (📥 560K / month · 📦 220 · ⏱️ 12.04.2024):
- [Conda](https://anaconda.org/conda-forge/pytype) (📥 210K · ⏱️ 10.02.2024):
pyre-check (🥉35 · ⭐ 6.7K) - Performant type-checking for python. MIT
- [GitHub](https://github.com/facebook/pyre-check) (👨💻 260 · 🔀 430 · 📦 21 · 📋 420 - 36% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/pyre-check) (📥 78K / month · 📦 55 · ⏱️ 10.05.2024):
typeguard (🥉35 · ⭐ 1.5K) - Run-time type checker for Python. MIT
- [GitHub](https://github.com/agronholm/typeguard) (👨💻 35 · 🔀 100 · 📦 24K · 📋 320 - 6% open · ⏱️ 27.05.2024):
- [PyPi](https://pypi.org/project/typeguard) (📥 22M / month · 📦 2.5K · ⏱️ 27.05.2024):
- [Conda](https://anaconda.org/conda-forge/typeguard) (📥 570K · ⏱️ 24.03.2024):
Code Formatters¶
black (🥇46 · ⭐ 38K) - The uncompromising Python code formatter. MIT
- [GitHub](https://github.com/psf/black) (👨💻 450 · 🔀 2.4K · 📥 89K · 📦 500K · 📋 2.6K - 14% open · ⏱️ 16.05.2024):
- [PyPi](https://pypi.org/project/black) (📥 39M / month · 📦 21K · ⏱️ 26.04.2024):
- [Conda](https://anaconda.org/conda-forge/black) (📥 10M · ⏱️ 26.04.2024):
isort (🥈40 · ⭐ 6.3K) - A Python utility / library to sort imports. MIT
- [GitHub](https://github.com/PyCQA/isort) (👨💻 290 · 🔀 560 · 📦 470K · 📋 1.3K - 17% open · ⏱️ 15.01.2024):
- [PyPi](https://pypi.org/project/isort) (📥 39M / month · 📦 12K · ⏱️ 13.12.2023):
- [Conda](https://anaconda.org/conda-forge/isort) (📥 5.9M · ⏱️ 14.12.2023):
yapf (🥈39 · ⭐ 14K) - A formatter for Python files. Apache-2
- [GitHub](https://github.com/google/yapf) (👨💻 150 · 🔀 890 · 📦 94K · 📋 860 - 45% open · ⏱️ 01.04.2024):
- [PyPi](https://pypi.org/project/yapf) (📥 5.9M / month · 📦 1.2K · ⏱️ 22.09.2023):
- [Conda](https://anaconda.org/conda-forge/yapf) (📥 1.8M · ⏱️ 26.07.2023):
autopep8 (🥈39 · ⭐ 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
- [GitHub](https://github.com/hhatto/autopep8) (👨💻 63 · 🔀 290 · 📦 210K · 📋 500 - 23% open · ⏱️ 30.05.2024):
- [PyPi](https://pypi.org/project/autopep8) (📥 5M / month · 📦 1.5K · ⏱️ 30.05.2024):
- [Conda](https://anaconda.org/conda-forge/autopep8) (📥 1.5M · ⏱️ 29.05.2024):
docformatter (🥉27 · ⭐ 520 · 💤) - Formats docstrings to follow PEP 257. MIT
- [GitHub](https://github.com/PyCQA/docformatter) (👨💻 30 · 🔀 59 · 📥 17 · 📦 3.5K · 📋 150 - 16% open · ⏱️ 15.10.2023):
- [PyPi](https://pypi.org/project/docformatter) (📥 570K / month · 📦 220 · ⏱️ 12.07.2023):
- [Conda](https://anaconda.org/conda-forge/docformatter) (📥 130K · ⏱️ 18.07.2023):
autoimport (🥉18 · ⭐ 88) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
- [GitHub](https://github.com/lyz-code/autoimport) (👨💻 16 · 🔀 20 · 📦 130 · 📋 47 - 29% open · ⏱️ 10.05.2024):
- [PyPi](https://pypi.org/project/autoimport) (📥 4K / month · 📦 12 · ⏱️ 10.05.2024):
Show 1 hidden projects...
- pyformat (🥉19 · ⭐ 95) - Formats Python code to follow a consistent style.❗️Saxpath
Code Refactoring¶
jedi (🥇41 · ⭐ 5.7K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
- [GitHub](https://github.com/davidhalter/jedi) (👨💻 170 · 🔀 500 · 📦 430K · 📋 1.4K - 4% open · ⏱️ 24.05.2024):
- [PyPi](https://pypi.org/project/jedi) (📥 39M / month · 📦 980 · ⏱️ 02.10.2023):
- [Conda](https://anaconda.org/conda-forge/jedi) (📥 22M · ⏱️ 03.10.2023):
rope (🥇36 · ⭐ 1.9K) - a python refactoring library. ❗️LGPL-3.0
- [GitHub](https://github.com/python-rope/rope) (👨💻 81 · 🔀 160 · 📥 28 · 📦 74K · 📋 360 - 28% open · ⏱️ 04.04.2024):
- [PyPi](https://pypi.org/project/rope) (📥 910K / month · 📦 280 · ⏱️ 24.03.2024):
- [Conda](https://anaconda.org/conda-forge/rope) (📥 1.5M · ⏱️ 24.03.2024):
pyupgrade (🥈33 · ⭐ 3.4K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 35 · 🔀 170 · 📋 420 - 3% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/pyupgrade) (📥 590K / month · 📦 360 · ⏱️ 24.03.2024):
- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 640K · ⏱️ 24.03.2024):
vulture (🥈30 · ⭐ 3.1K) - Find dead Python code. MIT
- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 42 · 🔀 140 · 📦 4.5K · 📋 210 - 14% open · ⏱️ 05.05.2024):
- [PyPi](https://pypi.org/project/vulture) (📥 650K / month · 📦 180 · ⏱️ 19.01.2024):
- [Conda](https://anaconda.org/conda-forge/vulture) (📥 81K · ⏱️ 16.06.2023):
autoflake (🥈29 · ⭐ 870) - Removes unused imports and unused variables as reported by pyflakes. MIT
- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 38 · 🔀 80 · 📋 120 - 32% open · ⏱️ 17.05.2024):
- [PyPi](https://pypi.org/project/autoflake) (📥 1.9M / month · 📦 930 · ⏱️ 13.03.2024):
- [Conda](https://anaconda.org/conda-forge/autoflake) (📥 540K · ⏱️ 16.06.2023):
MonkeyType (🥈26 · ⭐ 4.6K) - A Python library that generates static type annotations by.. BSD-3
- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 50 · 🔀 170 · 📋 190 - 26% open · ⏱️ 07.05.2024):
- [PyPi](https://pypi.org/project/monkeytype) (📥 240K / month · 📦 20 · ⏱️ 20.03.2023):
- [Conda](https://anaconda.org/conda-forge/monkeytype) (📥 60K · ⏱️ 16.06.2023):
add-trailing-comma (🥉22 · ⭐ 330) - A tool (and pre-commit hook) to automatically add trailing.. MIT
- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 22 · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 59K / month · 📦 22 · ⏱️ 30.08.2023):
unimport (🥉21 · ⭐ 240) - The ultimate linter and formatter for removing unused import statements.. MIT
- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 16 · 🔀 22 · 📋 120 - 9% open · ⏱️ 07.01.2024):
- [PyPi](https://pypi.org/project/unimport) (📥 20K / month · 📦 16 · ⏱️ 24.12.2023):
com2ann (🥉18 · ⭐ 140) - Tool for translation type comments to type annotations in Python. MIT
- [GitHub](https://github.com/ilevkivskyi/com2ann) (👨💻 8 · 🔀 12 · 📦 72 · 📋 29 - 24% open · ⏱️ 14.03.2024):
- [PyPi](https://pypi.org/project/com2ann) (📥 15K / month · 📦 2 · ⏱️ 21.08.2021):
massedit (🥉17 · ⭐ 110 · 💤) - Programmatically edit text files with Python. Useful for source to.. MIT
- [GitHub](https://github.com/elmotec/massedit) (👨💻 9 · 🔀 16 · 📥 23 · 📦 43 · 📋 11 - 36% open · ⏱️ 12.09.2023):
- [PyPi](https://pypi.org/project/massedit) (📥 2.8K / month · 📦 3 · ⏱️ 11.09.2023):
Show 8 hidden projects...
- Bowler (🥈25 · ⭐ 1.5K · 💀) - Safe code refactoring for modern Python.MIT
- redbaron (🥉24 · ⭐ 690 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
- eradicate (🥉24 · ⭐ 200) - Removes commented-out code from Python files. ❗️Saxpath
- baron (🥉23 · ⭐ 290 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
- pyannotate (🥉21 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
- unify (🥉20 · ⭐ 92 · 💀) - Modifies strings to all use the same quote where possible. MIT
- pep8ify (🥉16 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
- retype (🥉13 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT
Code Security¶
bandit (🥇38 · ⭐ 6.1K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
- [GitHub](https://github.com/PyCQA/bandit) (👨💻 180 · 🔀 580 · 📥 780 · 📦 49K · 📋 670 - 28% open · ⏱️ 10.05.2024):
- [PyPi](https://pypi.org/project/bandit) (📥 4.8M / month · 📦 1.3K · ⏱️ 08.03.2024):
- [Conda](https://anaconda.org/conda-forge/bandit) (📥 310K · ⏱️ 21.04.2024):
sqlmap (🥈33 · ⭐ 31K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨💻 140 · 🔀 5.5K · 📦 21 · 📋 5.2K - 1% open · ⏱️ 09.05.2024):
- [PyPi](https://pypi.org/project/sqlmap) (📥 14K / month · 📦 12 · ⏱️ 09.05.2024):
detect-secrets (🥈33 · ⭐ 3.5K) - An enterprise friendly way of detecting and preventing.. Apache-2
- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 81 · 🔀 430 · 📋 370 - 34% open · ⏱️ 16.05.2024):
- [PyPi](https://pypi.org/project/detect-secrets) (📥 610K / month · 📦 81 · ⏱️ 06.05.2024):
safety (🥉31 · ⭐ 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
- [GitHub](https://github.com/pyupio/safety) (👨💻 42 · 🔀 140 · 📥 550K · 📦 14K · 📋 220 - 42% open · ⏱️ 01.05.2024):
- [PyPi](https://pypi.org/project/safety) (📥 1.5M / month · 📦 300 · ⏱️ 01.05.2024):
- [Conda](https://anaconda.org/conda-forge/safety) (📥 95K · ⏱️ 01.05.2024):
Show 4 hidden projects...
- pyarmor (🥈34 · ⭐ 3K) - A tool used to obfuscate python scripts, bind obfuscated scripts to..❗️SGI-B-2.0
- pyt (🥉23 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
- dlint (🥉20 · ⭐ 160 · 💀) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
- dodgy (🥉20 · ⭐ 120 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT
Virtual Environments¶
pipenv (🥇45 · ⭐ 25K · 📈) - Python Development Workflow for Humans. MIT
- [GitHub](https://github.com/pypa/pipenv) (👨💻 510 · 🔀 1.8K · 📦 140K · 📋 4.2K - 6% open · ⏱️ 24.05.2024):
- [PyPi](https://pypi.org/project/pipenv) (📥 11M / month · 📦 210 · ⏱️ 05.02.2024):
- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 160K · ⏱️ 05.02.2024):
virtualenv (🥈42 · ⭐ 4.7K) - Virtual Python Environment builder. MIT
- [GitHub](https://github.com/pypa/virtualenv) (👨💻 280 · 🔀 1K · 📦 390K · 📋 1.3K - 1% open · ⏱️ 24.05.2024):
- [PyPi](https://pypi.org/project/virtualenv) (📥 130M / month · 📦 1.5K · ⏱️ 13.05.2024):
- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 6.9M · ⏱️ 14.05.2024):
nodeenv (🥈35 · ⭐ 1.7K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
- [GitHub](https://github.com/ekalinin/nodeenv) (👨💻 98 · 🔀 200 · 📦 85K · 📋 190 - 24% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/nodeenv) (📥 22M / month · 📦 210 · ⏱️ 28.05.2024):
- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 3.9M · ⏱️ 16.06.2023):
pyenv (🥈34 · ⭐ 37K) - Simple Python version management. MIT
- [GitHub](https://github.com/pyenv/pyenv) (👨💻 440 · 🔀 2.9K · 📦 21 · 📋 1.7K - 2% open · ⏱️ 27.05.2024):
- [PyPi](https://pypi.org/project/pyenv) (📥 12K / month · ⏱️ 12.01.2019):
pyenv-virtualenv (🥉23 · ⭐ 6.1K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (👨💻 61 · 🔀 390 · 📦 21 · 📋 350 - 31% open · ⏱️ 09.04.2024):
pyenv-installer (🥉16 · ⭐ 3.9K) - This tool is used to install `pyenv` and friends. MIT
- [GitHub](https://github.com/pyenv/pyenv-installer) (👨💻 40 · 🔀 420 · 📋 81 - 3% open · ⏱️ 21.04.2024):
freshenv (🥉13 · ⭐ 170 · 💤) - Provision, share, manage local and cloud developer environments. MPL-2.0
- [GitHub](https://github.com/raiyanyahya/freshenv) (👨💻 3 · 🔀 3 · 📋 5 - 40% open · ⏱️ 13.10.2023):
- [PyPi](https://pypi.org/project/freshenv) (📥 240 / month · ⏱️ 06.11.2022):
- [Conda](https://anaconda.org/raiyanyahya/freshenv):
Show 3 hidden projects...
- vex (🥉20 · ⭐ 370 · 💀) - Run a command in the named virtualenv.MIT
- dh-virtualenv (🥉17 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages. ❗️GPL-2.0
- pipenv-pipes (🥉14 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
Dependency & Package Managers¶
pip (🥇48 · ⭐ 9.3K) - The Python package installer. MIT
- [GitHub](https://github.com/pypa/pip) (👨💻 790 · 🔀 3K · 📦 190K · 📋 7.3K - 14% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/pip) (📥 380M / month · 📦 4.1K · ⏱️ 06.05.2024):
- [Conda](https://anaconda.org/conda-forge/pip) (📥 110M · ⏱️ 03.02.2024):
conda (🥇43 · ⭐ 6.2K) - A system-level, binary package and environment manager running on all.. BSD-3
- [GitHub](https://github.com/conda/conda) (👨💻 460 · 🔀 1.5K · 📥 1.3K · 📦 47K · 📋 9.7K - 7% open · ⏱️ 30.05.2024):
- [PyPi](https://pypi.org/project/conda) (📥 160K / month · 📦 76 · ⏱️ 22.04.2017):
- [Conda](https://anaconda.org/conda-forge/conda) (📥 51M · ⏱️ 13.05.2024):
poetry (🥈41 · ⭐ 30K) - Python packaging and dependency management made easy. MIT
- [GitHub](https://github.com/python-poetry/poetry) (👨💻 560 · 🔀 2.2K · 📥 15M · 📋 5.8K - 11% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/poetry) (📥 35M / month · 📦 590 · ⏱️ 08.05.2024):
- [Conda](https://anaconda.org/conda-forge/poetry) (📥 1.2M · ⏱️ 09.05.2024):
pip-tools (🥈39 · ⭐ 7.5K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 220 · 🔀 600 · 📦 28K · 📋 1.1K - 15% open · ⏱️ 13.05.2024):
- [PyPi](https://pypi.org/project/pip-tools) (📥 12M / month · 📦 2K · ⏱️ 06.03.2024):
- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 150K · ⏱️ 06.03.2024):
pipx (🥈36 · ⭐ 9.2K) - Install and Run Python Applications in Isolated Environments. MIT
- [GitHub](https://github.com/pypa/pipx) (👨💻 150 · 🔀 380 · 📥 83K · 📦 2.2K · 📋 730 - 10% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/pipx) (📥 6.4M / month · 📦 39 · ⏱️ 29.03.2024):
- [Conda](https://anaconda.org/conda-forge/pipx) (📥 53K · ⏱️ 29.03.2024):
PDM (🥈36 · ⭐ 6.7K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
- [GitHub](https://github.com/pdm-project/pdm) (👨💻 180 · 🔀 340 · 📥 5 · 📦 300 · 📋 1.6K - 3% open · ⏱️ 30.05.2024):
- [PyPi](https://pypi.org/project/pdm) (📥 820K / month · 📦 140 · ⏱️ 30.05.2024):
- [Conda](https://anaconda.org/conda-forge/pdm) (📥 320K · ⏱️ 30.05.2024):
pipreqs (🥉33 · ⭐ 5.9K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (👨💻 66 · 🔀 380 · 📦 30K · 📋 300 - 63% open · ⏱️ 18.02.2024):
- [PyPi](https://pypi.org/project/pipreqs) (📥 780K / month · 📦 230 · ⏱️ 18.02.2024):
- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 49K · ⏱️ 16.06.2023):
mamba (🥉29 · ⭐ 6.4K) - The Fast Cross-Platform Package Manager. BSD-3
- [GitHub](https://github.com/mamba-org/mamba) (👨💻 150 · 🔀 340 · 📋 1.7K - 30% open · ⏱️ 28.05.2024):
- [Conda](https://anaconda.org/conda-forge/mamba) (📥 12M · ⏱️ 06.05.2024):
pip-run (🥉23 · ⭐ 130) - pip-run - dynamic dependency loader for Python. MIT
- [GitHub](https://github.com/jaraco/pip-run) (👨💻 24 · 🔀 19 · 📦 64 · 📋 72 - 6% open · ⏱️ 24.04.2024):
- [PyPi](https://pypi.org/project/pip-run) (📥 17K / month · 📦 9 · ⏱️ 10.02.2024):
Show 2 hidden projects...
- dephell (🥉25 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,..MIT
- pyflow (🥉22 · ⭐ 1.3K · 💀) - An installation and dependency system for Python. MIT
Code Metrics & Complexity¶
prospector (🥇32 · ⭐ 1.9K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
- [GitHub](https://github.com/landscapeio/prospector) (👨💻 90 · 🔀 170 · 📦 4.9K · 📋 380 - 16% open · ⏱️ 16.04.2024):
- [PyPi](https://pypi.org/project/prospector) (📥 1.1M / month · 📦 250 · ⏱️ 18.10.2023):
- [Conda](https://anaconda.org/conda-forge/prospector) (📥 110K · ⏱️ 19.10.2023):
mccabe (🥈31 · ⭐ 630) - McCabe complexity checker for Python. ❗️Saxpath
- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 24 · 🔀 60 · 📦 450K · 📋 52 - 13% open · ⏱️ 03.12.2023):
- [PyPi](https://pypi.org/project/mccabe) (📥 46M / month · 📦 860 · ⏱️ 24.01.2022):
- [Conda](https://anaconda.org/conda-forge/mccabe) (📥 8.2M · ⏱️ 16.06.2023):
radon (🥈30 · ⭐ 1.6K · 💤) - Various code metrics for Python code. MIT
- [GitHub](https://github.com/rubik/radon) (👨💻 60 · 🔀 110 · 📦 5K · 📋 180 - 18% open · ⏱️ 06.10.2023):
- [PyPi](https://pypi.org/project/radon) (📥 560K / month · 📦 190 · ⏱️ 26.03.2023):
- [Conda](https://anaconda.org/conda-forge/radon) (📥 72K · ⏱️ 16.06.2023):
wily (🥉26 · ⭐ 1.2K · 💤) - A Python application for tracking, reporting on timing and.. Apache-2
- [GitHub](https://github.com/tonybaloney/wily) (👨💻 24 · 🔀 56 · 📦 220 · 📋 110 - 32% open · ⏱️ 11.10.2023):
- [PyPi](https://pypi.org/project/wily) (📥 45K / month · 📦 2 · ⏱️ 11.10.2023):
xenon (🥉24 · ⭐ 240 · 💤) - Monitoring tool based on radon. MIT
- [GitHub](https://github.com/rubik/xenon) (👨💻 10 · 🔀 22 · 📦 1.2K · 📋 36 - 22% open · ⏱️ 12.08.2023):
- [PyPi](https://pypi.org/project/xenon) (📥 160K / month · 📦 44 · ⏱️ 12.08.2023):
- [Conda](https://anaconda.org/conda-forge/xenon) (📥 23K · ⏱️ 16.06.2023):
Show 1 hidden projects...
- cohesion (🥉15 · ⭐ 230 · 💀) - A tool for measuring Python class cohesion.❗️GPL-3.0
Logging¶
rich (🥇43 · ⭐ 48K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
- [GitHub](https://github.com/Textualize/rich) (👨💻 240 · 🔀 1.7K · 📦 210K · 📋 1.4K - 20% open · ⏱️ 01.05.2024):
- [PyPi](https://pypi.org/project/rich) (📥 65M / month · 📦 11K · ⏱️ 28.02.2024):
- [Conda](https://anaconda.org/conda-forge/rich) (📥 7M · ⏱️ 28.02.2024):
tqdm (🥇42 · ⭐ 28K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
- [GitHub](https://github.com/tqdm/tqdm) (👨💻 120 · 🔀 1.3K · 📥 11K · 📦 740K · 📋 1.1K - 46% open · ⏱️ 02.05.2024):
- [PyPi](https://pypi.org/project/tqdm) (📥 99M / month · 📦 29K · ⏱️ 02.05.2024):
- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 27M · ⏱️ 04.05.2024):
- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 4.5K · ⭐ 2 · ⏱️ 25.05.2024):
loguru (🥇38 · ⭐ 18K) - Python logging made (stupidly) simple. MIT
- [GitHub](https://github.com/Delgan/loguru) (👨💻 53 · 🔀 670 · 📦 85K · 📋 960 - 16% open · ⏱️ 17.05.2024):
- [PyPi](https://pypi.org/project/loguru) (📥 25M / month · 📦 5.7K · ⏱️ 11.09.2023):
- [Conda](https://anaconda.org/conda-forge/loguru) (📥 2.2M · ⏱️ 24.09.2023):
sentry-sdk (🥇38 · ⭐ 1.8K) - The official Python SDK for Sentry.io. MIT
- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 220 · 🔀 460 · 📥 2.1K · 📋 1.3K - 15% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/sentry-sdk) (📥 33M / month · 📦 810 · ⏱️ 23.05.2024):
- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 800K · ⏱️ 23.05.2024):
structlog (🥈37 · ⭐ 3.2K) - Simple, powerful, and fast logging for Python. Apache-2
- [GitHub](https://github.com/hynek/structlog) (👨💻 120 · 🔀 210 · 📦 12K · 📋 320 - 7% open · ⏱️ 27.05.2024):
- [PyPi](https://pypi.org/project/structlog) (📥 27M / month · 📦 950 · ⏱️ 27.05.2024):
- [Conda](https://anaconda.org/conda-forge/structlog) (📥 400K · ⏱️ 30.05.2024):
progressbar2 (🥈33 · ⭐ 850 · 📉) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 45 · 🔀 140 · 📥 2.3K · 📋 220 - 2% open · ⏱️ 29.04.2024):
- [PyPi](https://pypi.org/project/progressbar2) (📥 27M / month · 📦 910 · ⏱️ 05.03.2024):
- [Conda](https://anaconda.org/conda-forge/progressbar2) (📥 1.3M · ⏱️ 07.03.2024):
logbook (🥉32 · ⭐ 1.5K) - A cool logging replacement for Python. BSD-3
- [GitHub](https://github.com/getlogbook/logbook) (👨💻 79 · 🔀 160 · 📥 340 · 📦 6K · 📋 190 - 28% open · ⏱️ 10.02.2024):
- [PyPi](https://pypi.org/project/logbook) (📥 4.3M / month · 📦 260 · ⏱️ 10.11.2023):
- [Conda](https://anaconda.org/conda-forge/logbook) (📥 180K · ⏱️ 11.11.2023):
alive-progress (🥉30 · ⭐ 5.2K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 7 · 🔀 200 · 📦 3.2K · 📋 220 - 9% open · ⏱️ 02.12.2023):
- [PyPi](https://pypi.org/project/alive-progress) (📥 770K / month · 📦 420 · ⏱️ 08.11.2023):
- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 58K · ⏱️ 09.11.2023):
colorlog (🥉30 · ⭐ 860) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (👨💻 33 · 🔀 86 · 📦 38K · ⏱️ 26.01.2024):
- [PyPi](https://pypi.org/project/colorlog) (📥 14M / month · 📦 1.7K · ⏱️ 26.01.2024):
- [Conda](https://anaconda.org/conda-forge/colorlog) (📥 2.4M · ⏱️ 26.01.2024):
notifiers (🥉28 · ⭐ 2.6K) - The easy way to send notifications. MIT
- [GitHub](https://github.com/liiight/notifiers) (👨💻 21 · 🔀 110 · 📦 1.2K · 📋 120 - 42% open · ⏱️ 01.05.2024):
- [PyPi](https://pypi.org/project/notifiers) (📥 1.4M / month · 📦 36 · ⏱️ 10.02.2022):
- [Conda](https://anaconda.org/conda-forge/notifiers) (📥 38K · ⏱️ 16.06.2023):
wasabi (🥉28 · ⭐ 440) - A lightweight console printing and formatting toolkit. MIT
- [GitHub](https://github.com/explosion/wasabi) (👨💻 14 · 🔀 22 · 📦 46K · 📋 9 - 44% open · ⏱️ 03.11.2023):
- [PyPi](https://pypi.org/project/wasabi) (📥 11M / month · 📦 210 · ⏱️ 07.06.2023):
- [Conda](https://anaconda.org/conda-forge/wasabi) (📥 1.3M · ⏱️ 11.05.2024):
stackprinter (🥉26 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT
- [GitHub](https://github.com/cknd/stackprinter) (👨💻 7 · 🔀 38 · 📦 350 · 📋 36 - 30% open · ⏱️ 13.03.2024):
- [PyPi](https://pypi.org/project/stackprinter) (📥 310K / month · 📦 48 · ⏱️ 13.03.2024):
- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 10K · ⏱️ 16.06.2023):
python-devtools (🥉23 · ⭐ 960) - Dev tools for python. MIT
- [GitHub](https://github.com/samuelcolvin/python-devtools) (👨💻 13 · 🔀 49 · 📦 5.6K · 📋 63 - 38% open · ⏱️ 26.01.2024):
- [PyPi](https://pypi.org/project/python-devtools) (📥 1.3K / month · ⏱️ 21.08.2017):
- [Conda](https://anaconda.org/conda-forge/python-devtools) (📥 23K · ⏱️ 06.09.2023):
Show 8 hidden projects...
- python-json-logger (🥈35 · ⭐ 1.7K · 💀) - Json Formatter for the standard python logger.BSD-2
- tabulate (🥈33 · ⭐ 2K · 💀) - Pretty-print tabular data in Python, a library and a command-line.. MIT
- prettytable (🥈33 · ⭐ 1.3K) - Display tabular data in a visually appealing ASCII table.. ❗️BSD-1-Clause
- python-coloredlogs (🥉28 · ⭐ 540 · 💀) - Colored terminal output for Pythons logging module. MIT
- rebound (🥉25 · ⭐ 4.1K · 💀) - Command-line tool that instantly fetches Stack Overflow results.. ❗️GPL-2.0
- PrettyErrors (🥉25 · ⭐ 2.8K · 💀) - Prettify Python exception output to make it legible. MIT
- better-exceptions (🥉24 · ⭐ 4.6K · 💀) - Pretty and useful exceptions in Python, automatically. MIT
- tbvaccine (🥉16 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks. MIT
Shell¶
xxh (🥉25 · ⭐ 5K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish,.. BSD-2
- [GitHub](https://github.com/xxh/xxh) (👨💻 27 · 🔀 100 · 📥 2.5K · 📦 87 · 📋 87 - 27% open · ⏱️ 06.04.2024):
- [PyPi](https://pypi.org/project/xxh-xxh) (📥 800 / month · ⏱️ 06.04.2024):
Show 1 hidden projects...
- xonsh (🥇34 · ⭐ 8.1K) - Python-powered, cross-platform, Unix-gazing shell.❗️BSD-1-Clause
Documentation¶
🔗 best-of-mkdocs ( ⭐ 860) - Collection of MkDocs projects and plugins.
sphinx (🥇46 · ⭐ 6.1K) - The Sphinx documentation generator. BSD-3
- [GitHub](https://github.com/sphinx-doc/sphinx) (👨💻 830 · 🔀 2K · 📦 380K · 📋 7K - 17% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/sphinx) (📥 15M / month · 📦 22K · ⏱️ 19.04.2024):
- [Conda](https://anaconda.org/conda-forge/sphinx) (📥 9.2M · ⏱️ 19.04.2024):
mkdocs-material (🥇42 · ⭐ 19K) - Documentation that simply works. MIT
- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 270 · 🔀 3.3K · 📦 48K · 📋 2.3K - 0% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/mkdocs-material) (📥 4.5M / month · 📦 2.5K · ⏱️ 27.05.2024):
- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 390K · ⏱️ 20.05.2024):
mkdocs (🥇42 · ⭐ 18K) - Project documentation with Markdown. BSD-2
- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 250 · 🔀 2.4K · 📦 62K · 📋 2K - 3% open · ⏱️ 10.05.2024):
- [PyPi](https://pypi.org/project/mkdocs) (📥 3.7M / month · 📦 3.5K · ⏱️ 20.04.2024):
- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 340K · ⏱️ 27.04.2024):
sphinx_rtd_theme (🥈36 · ⭐ 4.7K) - Sphinx theme for readthedocs.org. MIT
- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (👨💻 120 · 🔀 1.7K · 📦 16 · 📋 870 - 28% open · ⏱️ 25.01.2024):
- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (📥 5M / month · 📦 12K · ⏱️ 28.11.2023):
- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (📥 3.8M · ⏱️ 28.11.2023):
alabaster (🥈33 · ⭐ 720) - Lightweight, configurable Sphinx theme. BSD-3
- [GitHub](https://github.com/sphinx-doc/alabaster) (👨💻 37 · 🔀 180 · 📦 130K · 📋 120 - 49% open · ⏱️ 10.01.2024):
- [PyPi](https://pypi.org/project/alabaster) (📥 11M / month · 📦 580 · ⏱️ 10.01.2024):
- [Conda](https://anaconda.org/conda-forge/alabaster) (📥 7.5M · ⏱️ 10.01.2024):
mkdocstrings (🥈32 · ⭐ 1.6K) - Automatic documentation from sources, for MkDocs. ISC
- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 42 · 🔀 100 · 📦 13K · 📋 390 - 12% open · ⏱️ 05.05.2024):
- [PyPi](https://pypi.org/project/mkdocstrings) (📥 1.3M / month · 📦 970 · ⏱️ 05.05.2024):
- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 120K · ⏱️ 05.05.2024):
breathe (🥈32 · ⭐ 730 · 💤) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
- [GitHub](https://github.com/breathe-doc/breathe) (👨💻 110 · 🔀 190 · 📥 620 · 📦 14K · 📋 580 - 31% open · ⏱️ 24.10.2023):
- [PyPi](https://pypi.org/project/breathe) (📥 760K / month · 📦 86 · ⏱️ 28.02.2023):
- [Conda](https://anaconda.org/conda-forge/breathe) (📥 560K · ⏱️ 04.07.2023):
sphinx-autodoc-typehints (🥈32 · ⭐ 530) - Type hints support for the Sphinx autodoc extension. MIT
- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 55 · 🔀 100 · 📦 50K · 📋 200 - 19% open · ⏱️ 24.05.2024):
- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 1.8M / month · 📦 2.7K · ⏱️ 17.04.2024):
- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 700K · ⏱️ 18.04.2024):
Griffe (🥈32 · ⭐ 260) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 28 · 🔀 37 · 📦 5.5K · 📋 200 - 14% open · ⏱️ 23.05.2024):
- [PyPi](https://pypi.org/project/griffe) (📥 1.4M / month · 📦 100 · ⏱️ 23.05.2024):
- [Conda](https://anaconda.org/conda-forge/griffe) (📥 250K · ⏱️ 24.05.2024):
pdoc (🥈31 · ⭐ 1.8K · 📉) - API Documentation for Python Projects. Unlicense
- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 66 · 🔀 190 · 📦 2.8K · 📋 370 - 7% open · ⏱️ 18.05.2024):
- [PyPi](https://pypi.org/project/pdoc) (📥 260K / month · 📦 400 · ⏱️ 18.05.2024):
sphinx-autobuild (🥈31 · ⭐ 520) - Watch a Sphinx directory and rebuild the documentation.. MIT
- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (👨💻 30 · 🔀 75 · 📦 23K · 📋 90 - 25% open · ⏱️ 06.05.2024):
- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 920K / month · 📦 1.4K · ⏱️ 16.04.2024):
- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 250K · ⏱️ 17.04.2024):
pdoc3 (🥉29 · ⭐ 1.1K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
- [GitHub](https://github.com/pdoc3/pdoc) (👨💻 61 · 🔀 140 · 📦 4.1K · 📋 330 - 37% open · ⏱️ 11.03.2024):
- [PyPi](https://pypi.org/project/pdoc3) (📥 240K / month · 📦 390 · ⏱️ 03.08.2021):
- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 1.9K · ⏱️ 16.06.2023):
interrogate (🥉29 · ⭐ 550) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
- [GitHub](https://github.com/econchick/interrogate) (👨💻 17 · 🔀 45 · 📦 6.5K · 📋 68 - 45% open · ⏱️ 20.05.2024):
- [PyPi](https://pypi.org/project/interrogate) (📥 140K / month · 📦 360 · ⏱️ 07.04.2024):
blacken-docs (🥉27 · ⭐ 620) - Run `black` on python code blocks in documentation files. MIT
- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 22 · 🔀 41 · 📦 930 · 📋 75 - 12% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/blacken-docs) (📥 120K / month · 📦 83 · ⏱️ 16.08.2023):
- [Conda](https://anaconda.org/conda-forge/blacken-docs) (📥 35K · ⏱️ 16.08.2023):
mkdocs-awesome-pages-plugin (🥉24 · ⭐ 440) - An MkDocs plugin that simplifies configuring page.. MIT
- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (👨💻 8 · 🔀 34 · 📦 4.2K · 📋 83 - 24% open · ⏱️ 09.03.2024):
- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 290K / month · 📦 150 · ⏱️ 19.08.2023):
sphinx-markdown-builder (🥉24 · ⭐ 160 · 💤) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (👨💻 19 · 🔀 60 · 📦 840 · ⏱️ 24.06.2023):
- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 72K / month · 📦 120 · ⏱️ 16.01.2024):
lazydocs (🥉23 · ⭐ 180) - Generate markdown API documentation from Google-style Python docstring... MIT
- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 11 · 🔀 37 · 📦 220 · 📋 34 - 17% open · ⏱️ 16.01.2024):
- [PyPi](https://pypi.org/project/lazydocs) (📥 8.2K / month · 📦 22 · ⏱️ 27.07.2021):
releases (🥉23 · ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2
- [GitHub](https://github.com/bitprophet/releases) (👨💻 10 · 🔀 41 · 📦 630 · 📋 77 - 40% open · ⏱️ 01.12.2023):
- [PyPi](https://pypi.org/project/releases) (📥 16K / month · 📦 39 · ⏱️ 28.04.2023):
- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (📥 51K · ⏱️ 16.06.2023):
mkdocs-print-site-plugin (🥉23 · ⭐ 120) - MkDocs Plugin that adds an additional page that.. MIT
- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨💻 8 · 🔀 19 · 📦 310 · 📋 91 - 15% open · ⏱️ 23.05.2024):
- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 21K / month · 📦 10 · ⏱️ 08.05.2024):
Show 9 hidden projects...
- numpydoc (🥈31 · ⭐ 280) - Numpys Sphinx extensions.❗Unlicensed MIT ISC
- mkdocs-with-pdf (🥉23 · ⭐ 310 · 💀) - Generate a single PDF file from MkDocs repository. MIT MIT
- pycco (🥉22 · ⭐ 840 · 💀) - Literate-style documentation generator. MIT
- mkdocs-pdf-export-plugin (🥉22 · ⭐ 310 · 💀) - An MkDocs plugin to export content pages as PDF files. MIT MIT MIT Debugging Tools¶
pyelftools (🥇33 · ⭐ 1.9K) - Parsing ELF and DWARF in Python. Unlicense
- [GitHub](https://github.com/eliben/pyelftools) (👨💻 100 · 🔀 500 · 📦 7.6K · 📋 260 - 28% open · ⏱️ 15.05.2024):
- [PyPi](https://pypi.org/project/pyelftools) (📥 3.9M / month · 📦 230 · ⏱️ 14.03.2024):
- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 160K · ⏱️ 14.03.2024):
pudb (🥇32 · ⭐ 2.9K) - Full-screen console debugger for Python. MIT
- [GitHub](https://github.com/inducer/pudb) (👨💻 95 · 🔀 220 · 📦 6.4K · 📋 340 - 46% open · ⏱️ 29.04.2024):
- [PyPi](https://pypi.org/project/pudb) (📥 220K / month · 📦 94 · ⏱️ 16.01.2024):
- [Conda](https://anaconda.org/conda-forge/pudb) (📥 260K · ⏱️ 16.06.2023):
PySnooper (🥈31 · ⭐ 16K) - Never use print for debugging again. MIT
- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 27 · 🔀 950 · 📦 1.8K · 📋 130 - 20% open · ⏱️ 13.01.2024):
- [PyPi](https://pypi.org/project/pysnooper) (📥 280K / month · 📦 49 · ⏱️ 15.07.2023):
- [Conda](https://anaconda.org/conda-forge/pysnooper) (📥 76K · ⏱️ 27.07.2023):
ipdb (🥈31 · ⭐ 1.8K · 💤) - Integration of IPython pdb. BSD-3
- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 150 · 📦 56K · 📋 200 - 33% open · ⏱️ 03.08.2023):
- [PyPi](https://pypi.org/project/ipdb) (📥 3.6M / month · 📦 1K · ⏱️ 09.03.2023):
- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 460K · ⏱️ 16.06.2023):
icecream (🥈29 · ⭐ 8.6K) - Never use print() to debug again. MIT
- [GitHub](https://github.com/gruns/icecream) (👨💻 21 · 🔀 180 · 📦 21 · 📋 150 - 52% open · ⏱️ 01.02.2024):
- [PyPi](https://pypi.org/project/icecream) (📥 430K / month · 📦 320 · ⏱️ 21.07.2022):
- [Conda](https://anaconda.org/conda-forge/icecream) (📥 40K · ⏱️ 16.06.2023):
gdbgui (🥉28 · ⭐ 9.7K · 💤) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. ❗️GPL-3.0
- [GitHub](https://github.com/cs01/gdbgui) (👨💻 45 · 🔀 550 · 📥 17K · 📦 400 · 📋 320 - 46% open · ⏱️ 18.10.2023):
- [PyPi](https://pypi.org/project/gdbgui) (📥 9.6K / month · 📦 2 · ⏱️ 18.10.2023):
python-hunter (🥉26 · ⭐ 780) - Hunter is a flexible code tracing toolkit. BSD-2
- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 45 · 📦 180 · 📋 98 - 44% open · ⏱️ 02.05.2024):
- [PyPi](https://pypi.org/project/hunter) (📥 13K / month · 📦 17 · ⏱️ 02.05.2024):
- [Conda](https://anaconda.org/conda-forge/hunter) (📥 68K · ⏱️ 02.05.2024):
python-manhole (🥉22 · ⭐ 370) - Debugging manhole for python applications. BSD-2
- [GitHub](https://github.com/ionelmc/python-manhole) (👨💻 11 · 🔀 24 · 📦 280 · 📋 22 - 31% open · ⏱️ 18.12.2023):
- [PyPi](https://pypi.org/project/manhole) (📥 52K / month · 📦 6 · ⏱️ 08.04.2021):
- [Conda](https://anaconda.org/conda-forge/manhole) (📥 22K · ⏱️ 16.06.2023):
pyrasite (🥉21 · ⭐ 2.8K · 💤) - Inject code into running Python processes. ❗️GPL-3.0
- [GitHub](https://github.com/lmacken/pyrasite) (👨💻 24 · 🔀 200 · 📦 57 · 📋 57 - 71% open · ⏱️ 08.10.2023):
- [PyPi](https://pypi.org/project/pyrasite) (📥 6.6K / month · ⏱️ 09.05.2012):
reloadium (🥉20 · ⭐ 2.7K) - Hot Reloading and Profiling for Python. Apache-2
- [GitHub](https://github.com/reloadware/reloadium) (👨💻 3 · 🔀 55 · 📋 140 - 13% open · ⏱️ 24.05.2024):
- [PyPi](https://pypi.org/project/reloadium) (📥 4.5K / month · ⏱️ 22.05.2024):
Birdseye (🥉20 · ⭐ 1.6K · 💤) - Graphical Python debugger which lets you easily view the values of.. MIT
- [GitHub](https://github.com/alexmojaki/birdseye) (👨💻 10 · 🔀 74 · 📋 57 - 36% open · ⏱️ 16.10.2023):
- [PyPi](https://pypi.org/project/birdseye) (📥 1.2K / month · 📦 8 · ⏱️ 16.10.2023):
Show 2 hidden projects...
- pdbpp (🥉28 · ⭐ 1.3K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger).BSD-3
- snoop (🥉24 · ⭐ 1.2K · 💀) - A powerful set of Python debugging tools, based on PySnooper. MIT
Testing Tools¶
🔗 best-of-web-python - Testing ( ⭐ 2.2K) - Testing libraries & tools for python web frameworks.
🔗 unittest - Unittest is a test framework included in the Python standard library.
pytest (🥇48 · ⭐ 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT
- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 970 · 🔀 2.5K · 📥 1K · 📦 1.2M · 📋 5.8K - 14% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/pytest) (📥 130M / month · 📦 44K · ⏱️ 19.05.2024):
- [Conda](https://anaconda.org/conda-forge/pytest) (📥 26M · ⏱️ 20.05.2024):
hypothesis (🥇42 · ⭐ 7.3K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨💻 330 · 🔀 580 · 📦 27K · 📋 1.5K - 2% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/hypothesis) (📥 8.9M / month · 📦 2K · ⏱️ 29.05.2024):
- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 8.8M · ⏱️ 29.05.2024):
robotframework (🥇40 · ⭐ 9.2K) - Generic automation framework for acceptance testing and RPA. Apache-2
- [GitHub](https://github.com/robotframework/robotframework) (👨💻 200 · 🔀 2.2K · 📥 550 · 📦 11K · 📋 4.4K - 7% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/robotframework) (📥 2.6M / month · 📦 800 · ⏱️ 11.01.2024):
- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 180K · ⏱️ 11.01.2024):
pytest-xdist (🥇40 · ⭐ 1.4K) - pytest plugin for distributed testing and loop-on-failures.. MIT
- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 100 · 🔀 220 · 📥 37 · 📦 99K · 📋 630 - 40% open · ⏱️ 16.05.2024):
- [PyPi](https://pypi.org/project/pytest-xdist) (📥 25M / month · 📦 3.8K · ⏱️ 28.04.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 6M · ⏱️ 21.11.2023):
playwright-python (🥇39 · ⭐ 11K · 📈) - Python version of the Playwright testing and.. Apache-2
- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 39 · 🔀 820 · 📦 16K · 📋 1.3K - 2% open · ⏱️ 24.05.2024):
- [PyPi](https://pypi.org/project/playwright) (📥 3.4M / month · 📦 930 · ⏱️ 17.05.2024):
tox (🥇39 · ⭐ 3.6K) - Command line driven CI frontend and development task automation tool. MIT
- [GitHub](https://github.com/tox-dev/tox) (👨💻 310 · 🔀 500 · 📦 120K · 📋 1.7K - 5% open · ⏱️ 24.05.2024):
- [PyPi](https://pypi.org/project/tox) (📥 15M / month · 📦 8.5K · ⏱️ 26.04.2024):
- [Conda](https://anaconda.org/conda-forge/tox) (📥 940K · ⏱️ 27.04.2024):
pytest-cov (🥈38 · ⭐ 1.7K) - Coverage plugin for pytest. MIT
- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨💻 89 · 🔀 210 · 📦 320K · 📋 400 - 37% open · ⏱️ 24.03.2024):
- [PyPi](https://pypi.org/project/pytest-cov) (📥 52M / month · 📦 27K · ⏱️ 24.03.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 11M · ⏱️ 26.03.2024):
pyautogui (🥈36 · ⭐ 9.7K · 💤) - A cross-platform GUI automation Python module for human beings... BSD-3
- [GitHub](https://github.com/asweigart/pyautogui) (👨💻 52 · 🔀 1.2K · 📦 35K · 📋 730 - 68% open · ⏱️ 07.06.2023):
- [PyPi](https://pypi.org/project/pyautogui) (📥 780K / month · 📦 910 · ⏱️ 24.05.2023):
- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 230K · ⏱️ 16.10.2023):
pytest-asyncio (🥈36 · ⭐ 1.3K · 📉) - Asyncio support for pytest. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 47 · 🔀 140 · 📥 1.2K · 📦 97K · 📋 320 - 16% open · ⏱️ 21.05.2024):
- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 15M / month · 📦 3.6K · ⏱️ 19.05.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 1.9M · ⏱️ 29.04.2024):
pytest-mock (🥈35 · ⭐ 1.8K) - Thin-wrapper around the mock package for easier use with pytest. MIT
- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨💻 72 · 🔀 140 · 📥 33 · 📦 80K · 📋 160 - 7% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/pytest-mock) (📥 23M / month · 📦 4.7K · ⏱️ 21.03.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 2.6M · ⏱️ 22.03.2024):
mimesis (🥈34 · ⭐ 4.3K) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 120 · 🔀 330 · 📥 580 · 📦 1.8K · 📋 360 - 4% open · ⏱️ 25.05.2024):
- [PyPi](https://pypi.org/project/mimesis) (📥 650K / month · 📦 57 · ⏱️ 04.04.2024):
- [Conda](https://anaconda.org/conda-forge/mimesis) (📥 200K · ⏱️ 24.01.2024):
freezegun (🥈34 · ⭐ 4K) - Let your Python tests travel through time. Apache-2
- [GitHub](https://github.com/spulec/freezegun) (👨💻 120 · 🔀 260 · 📥 19 · 📋 340 - 40% open · ⏱️ 11.05.2024):
- [PyPi](https://pypi.org/project/freezegun) (📥 11M / month · 📦 870 · ⏱️ 11.05.2024):
- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 1.6M · ⏱️ 24.04.2024):
pytest-bdd (🥈34 · ⭐ 1.3K) - BDD library for the py.test runner. MIT
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨💻 61 · 🔀 210 · 📦 3.5K · 📋 370 - 39% open · ⏱️ 17.03.2024):
- [PyPi](https://pypi.org/project/pytest-bdd) (📥 1.3M / month · 📦 99 · ⏱️ 17.03.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 58K · ⏱️ 17.03.2024):
nose2 (🥈34 · ⭐ 780) - The successor to nose, based on unittest2. BSD-2
- [GitHub](https://github.com/nose-devs/nose2) (👨💻 80 · 🔀 130 · 📦 25K · 📋 270 - 18% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/nose2) (📥 810K / month · 📦 300 · ⏱️ 07.05.2024):
- [Conda](https://anaconda.org/conda-forge/nose2) (📥 140K · ⏱️ 16.06.2023):
coveralls-python (🥈34 · ⭐ 550) - Show coverage stats online via coveralls.io. MIT
- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 66 · 🔀 180 · 📦 34K · 📋 170 - 2% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/coveralls) (📥 740K / month · 📦 2K · ⏱️ 15.05.2024):
- [Conda](https://anaconda.org/conda-forge/coveralls) (📥 1.1M · ⏱️ 15.05.2024):
nox (🥈32 · ⭐ 1.2K) - Flexible test automation for Python. Apache-2
- [GitHub](https://github.com/wntrblm/nox) (👨💻 95 · 🔀 150 · 📦 5.4K · 📋 360 - 15% open · ⏱️ 23.05.2024):
- [PyPi](https://pypi.org/project/nox) (📥 2M / month · 📦 870 · ⏱️ 15.04.2024):
- [Conda](https://anaconda.org/conda-forge/nox) (📥 300K · ⏱️ 17.04.2024):
pytest-html (🥈32 · ⭐ 660) - Plugin for generating HTML reports for pytest results. MIT
- [GitHub](https://github.com/pytest-dev/pytest-html) (👨💻 56 · 🔀 230 · 📦 47K · 📋 410 - 38% open · ⏱️ 24.04.2024):
- [PyPi](https://pypi.org/project/pytest-html) (📥 9.4M / month · 📦 570 · ⏱️ 07.11.2023):
- [Conda](https://anaconda.org/conda-forge/pytest-html) (📥 530K · ⏱️ 23.11.2023):
factory_boy (🥉31 · ⭐ 3.4K) - A test fixtures replacement for Python. MIT
- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 380 · 📋 600 - 30% open · ⏱️ 25.04.2024):
- [PyPi](https://pypi.org/project/factory_boy) (📥 4.1M / month · 📦 560 · ⏱️ 19.07.2023):
- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 150K · ⏱️ 19.07.2023):
asv (🥉31 · ⭐ 840) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
- [GitHub](https://github.com/airspeed-velocity/asv) (👨💻 81 · 🔀 170 · 📥 310 · 📦 1.1K · 📋 600 - 23% open · ⏱️ 25.02.2024):
- [PyPi](https://pypi.org/project/asv) (📥 82K / month · 📦 89 · ⏱️ 25.02.2024):
- [Conda](https://anaconda.org/conda-forge/asv) (📥 790K · ⏱️ 25.02.2024):
pytest-sugar (🥉30 · ⭐ 1.3K) - a plugin for py.test that changes the default look and feel.. BSD-3
- [GitHub](https://github.com/Teemu/pytest-sugar) (👨💻 53 · 🔀 74 · 📥 19 · 📦 25K · 📋 120 - 18% open · ⏱️ 12.02.2024):
- [PyPi](https://pypi.org/project/pytest-sugar) (📥 1.8M / month · 📦 1.1K · ⏱️ 01.02.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 240K · ⏱️ 05.02.2024):
green (🥉30 · ⭐ 780) - Green is a clean, colorful, fast python test runner. MIT
- [GitHub](https://github.com/CleanCut/green) (👨💻 40 · 🔀 75 · 📦 1.2K · 📋 190 - 3% open · ⏱️ 25.04.2024):
- [PyPi](https://pypi.org/project/green) (📥 13K / month · 📦 120 · ⏱️ 18.04.2024):
- [Conda](https://anaconda.org/conda-forge/green) (📥 140K · ⏱️ 28.09.2023):
pytest-testinfra (🥉29 · ⭐ 2.3K) - Testinfra test your infrastructures. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 140 · 🔀 350 · 📋 360 - 38% open · ⏱️ 27.05.2024):
- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 460K / month · 📦 19 · ⏱️ 26.05.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (📥 17K · ⏱️ 19.11.2023):
pytest-benchmark (🥉29 · ⭐ 1.2K) - py.test fixture for benchmarking code. BSD-2
- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 41 · 🔀 110 · 📦 8.8K · 📋 190 - 53% open · ⏱️ 15.12.2023):
- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 2M / month · 📦 810 · ⏱️ 25.10.2022):
- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 2M · ⏱️ 16.06.2023):
pytest-randomly (🥉29 · ⭐ 590) - Pytest plugin to randomly order tests and control random.seed. MIT
- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨💻 20 · 🔀 30 · 📦 8.5K · 📋 65 - 15% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/pytest-randomly) (📥 3.4M / month · 📦 400 · ⏱️ 15.08.2023):
- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 190K · ⏱️ 15.08.2023):
ddt (🥉29 · ⭐ 440) - Data-Driven Tests for Python Unittest. MIT
- [GitHub](https://github.com/datadriventests/ddt) (👨💻 38 · 🔀 110 · 📦 5.7K · 📋 57 - 19% open · ⏱️ 26.02.2024):
- [PyPi](https://pypi.org/project/ddt) (📥 540K / month · 📦 200 · ⏱️ 26.02.2024):
- [Conda](https://anaconda.org/conda-forge/ddt) (📥 95K · ⏱️ 26.02.2024):
pytest-testmon (🥉26 · ⭐ 800 · 📉) - Selects tests affected by changed files. Executes the.. MIT
- [GitHub](https://github.com/tarpas/pytest-testmon) (👨💻 25 · 🔀 54 · 📦 1.2K · 📋 160 - 18% open · ⏱️ 30.04.2024):
- [PyPi](https://pypi.org/project/pytest-testmon) (📥 220K / month · 📦 25 · ⏱️ 27.02.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 42K · ⏱️ 16.06.2023):
pytest-mypy (🥉26 · ⭐ 240) - Mypy static type checker plugin for Pytest. MIT
- [GitHub](https://github.com/realpython/pytest-mypy) (👨💻 16 · 🔀 32 · 📦 4K · 📋 64 - 15% open · ⏱️ 12.03.2024):
- [PyPi](https://pypi.org/project/pytest-mypy) (📥 380K / month · 📦 710 · ⏱️ 18.12.2022):
- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 98K · ⏱️ 10.04.2024):
Mamba Test Runner (🥉25 · ⭐ 520) - The definitive testing tool for Python. Born under the banner.. MIT
- [GitHub](https://github.com/nestorsalceda/mamba) (👨💻 23 · 🔀 65 · 📦 980 · 📋 100 - 50% open · ⏱️ 09.11.2023):
- [PyPi](https://pypi.org/project/mamba) (📥 9.6K / month · 📦 29 · ⏱️ 09.11.2023):
pytest-docker (🥉25 · ⭐ 400) - Docker-based integration tests. MIT
- [GitHub](https://github.com/avast/pytest-docker) (👨💻 23 · 🔀 67 · 📥 140 · 📦 940 · 📋 54 - 31% open · ⏱️ 02.02.2024):
- [PyPi](https://pypi.org/project/pytest-docker) (📥 300K / month · 📦 86 · ⏱️ 02.02.2024):
pytest-datadir (🥉23 · ⭐ 240) - pytest plugin for manipulating test data directories and.. MIT
- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (👨💻 11 · 🔀 22 · 📥 4 · 📦 1.7K · 📋 19 - 26% open · ⏱️ 29.04.2024):
- [PyPi](https://pypi.org/project/pytest-datadir) (📥 300K / month · 📦 190 · ⏱️ 03.10.2023):
- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (📥 250K · ⏱️ 03.10.2023):
xdoctest (🥉23 · ⭐ 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 9 · 🔀 10 · 📋 49 - 42% open · ⏱️ 30.01.2024):
- [PyPi](https://pypi.org/project/xdoctest) (📥 320K / month · 📦 180 · ⏱️ 30.01.2024):
- [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 220K · ⏱️ 30.01.2024):
Show 10 hidden projects...
- nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python.❗️LGPL-2.1+
- uiautomator (🥉26 · ⭐ 2K · 💀) - Python wrapper of Android uiautomator test tool. MIT
- PyHamcrest (🥉26 · ⭐ 750) - Hamcrest matchers for Python. ❗Unlicensed
- pytest-watch (🥉25 · ⭐ 730 · 💀) - Local continuous test runner with pytest and watchdog. MIT MIT
- pytest-lazy-fixture (🥉24 · ⭐ 370 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT BSD-2
- assertpy (🥉20 · ⭐ 470 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- fake2db (🥉17 · ⭐ 2.3K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0
- pytest-play (🥉16 · ⭐ 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
- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 470 · 🔀 1.9K · 📥 750K · 📦 59K · 📋 5.3K - 5% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/pyinstaller) (📥 2.5M / month · 📦 770 · ⏱️ 21.05.2024):
- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 580K · ⏱️ 22.05.2024):
Nuitka (🥇39 · ⭐ 11K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 170 · 🔀 590 · 📦 2K · 📋 2.2K - 4% open · ⏱️ 23.05.2024):
- [PyPi](https://pypi.org/project/nuitka) (📥 100K / month · 📦 71 · ⏱️ 16.05.2024):
- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 700K · ⏱️ 17.05.2024):
packaging (🥈38 · ⭐ 590) - Core utilities for Python packages. Apache-2
- [GitHub](https://github.com/pypa/packaging) (👨💻 110 · 🔀 230 · 📥 810 · 📦 1.2M · 📋 380 - 23% open · ⏱️ 20.05.2024):
- [PyPi](https://pypi.org/project/packaging) (📥 350M / month · 📦 10K · ⏱️ 10.03.2024):
- [Conda](https://anaconda.org/conda-forge/packaging) (📥 46M · ⏱️ 10.03.2024):
briefcase (🥈34 · ⭐ 2.4K) - Tools to support converting a Python project into a standalone.. BSD-3
- [GitHub](https://github.com/beeware/briefcase) (👨💻 150 · 🔀 340 · 📥 280 · 📦 560 · 📋 750 - 17% open · ⏱️ 30.05.2024):
- [PyPi](https://pypi.org/project/briefcase) (📥 13K / month · 📦 12 · ⏱️ 06.05.2024):
pex (🥈33 · ⭐ 2.5K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
- [GitHub](https://github.com/pex-tool/pex) (👨💻 120 · 🔀 250 · 📥 4.6M · 📦 600 · 📋 1.1K - 14% open · ⏱️ 13.05.2024):
- [PyPi](https://pypi.org/project/pex) (📥 1.7M / month · 📦 46 · ⏱️ 12.04.2024):
cx_Freeze (🥈32 · ⭐ 1.3K) - cx_Freeze creates standalone executables from Python scripts,.. Python-2.0
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 110 · 🔀 210 · 📋 940 - 4% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/cx_freeze) (📥 150K / month · 📦 86 · ⏱️ 26.05.2024):
- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 330K · ⏱️ 26.05.2024):
shiv (🥉25 · ⭐ 1.7K) - shiv is a command line utility for building fully self contained Python.. BSD-2
- [GitHub](https://github.com/linkedin/shiv) (👨💻 42 · 🔀 92 · 📥 770 · 📋 130 - 39% open · ⏱️ 09.05.2024):
- [PyPi](https://pypi.org/project/shiv) (📥 29K / month · 📦 14 · ⏱️ 09.05.2024):
constructor (🥉25 · ⭐ 440) - tool for creating installers from conda packages. BSD-3
- [GitHub](https://github.com/conda/constructor) (👨💻 71 · 🔀 170 · 📥 280 · 📦 19 · 📋 360 - 7% open · ⏱️ 28.05.2024):
- [Conda](https://anaconda.org/anaconda/constructor) (📥 9.9K · ⏱️ 16.05.2024):
pynsist (🥉24 · ⭐ 880) - Build Windows installers for Python applications. MIT
- [GitHub](https://github.com/takluyver/pynsist) (👨💻 31 · 🔀 120 · 📦 220 · 📋 180 - 17% open · ⏱️ 09.04.2024):
- [PyPi](https://pypi.org/project/pynsist) (📥 3.1K / month · 📦 13 · ⏱️ 21.03.2022):
py2exe (🥉23 · ⭐ 770 · 💤) - Create standalone Windows programs from Python code. MIT
- [GitHub](https://github.com/py2exe/py2exe) (👨💻 20 · 🔀 90 · 📥 17K · 📦 2K · 📋 160 - 13% open · ⏱️ 08.10.2023):
- [PyPi](https://pypi.org/project/py2exe) (📥 16K / month · 📦 10 · ⏱️ 07.10.2023):
xar (🥉20 · ⭐ 1.6K) - executable archive format. BSD-3
- [GitHub](https://github.com/facebookincubator/xar) (👨💻 44 · 🔀 55 · 📦 30 · 📋 33 - 24% open · ⏱️ 28.12.2023):
- [PyPi](https://pypi.org/project/xar) (📥 330 / month · ⏱️ 02.12.2020):
Show 4 hidden projects...
- PyOxidizer (🥉28 · ⭐ 5.3K · 💀) - A modern Python application packaging and distribution tool.MPL-2.0
- py2app (🥉28 · ⭐ 320 · 💀) - py2app is a Python setuptools command which will allow you to make.. MIT
- subpar (🥉13 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python.. Apache-2
- pyship (🥉11 · ⭐ 38 · 💤) - pyship - ship Python desktop apps to end users. MIT
Build Tools¶
setuptools (🥇47 · ⭐ 2.3K) - Official project repository for the Setuptools build system. MIT
- [GitHub](https://github.com/pypa/setuptools) (👨💻 600 · 🔀 1.1K · 📦 520K · 📋 2.5K - 24% open · ⏱️ 24.05.2024):
- [PyPi](https://pypi.org/project/setuptools) (📥 380M / month · 📦 20K · ⏱️ 21.05.2024):
- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 110M · ⏱️ 22.05.2024):
twine (🥇39 · ⭐ 1.5K) - Utilities for interacting with PyPI. Apache-2
- [GitHub](https://github.com/pypa/twine) (👨💻 120 · 🔀 300 · 📥 13 · 📦 110K · 📋 510 - 10% open · ⏱️ 21.05.2024):
- [PyPi](https://pypi.org/project/twine) (📥 7.1M / month · 📦 14K · ⏱️ 16.05.2024):
- [Conda](https://anaconda.org/conda-forge/twine) (📥 980K · ⏱️ 17.05.2024):
scons (🥈38 · ⭐ 2K · 📈) - SCons - a software construction tool. MIT
- [GitHub](https://github.com/SCons/scons) (👨💻 160 · 🔀 310 · 📥 1.5K · 📦 3.1K · 📋 3.4K - 19% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/scons) (📥 750K / month · 📦 39 · ⏱️ 18.03.2024):
- [Conda](https://anaconda.org/conda-forge/scons) (📥 580K · ⏱️ 18.03.2024):
wheel (🥈37 · ⭐ 480) - The official binary distribution format for Python. MIT
- [GitHub](https://github.com/pypa/wheel) (👨💻 82 · 🔀 140 · 📦 270K · 📋 400 - 12% open · ⏱️ 09.05.2024):
- [PyPi](https://pypi.org/project/wheel) (📥 470M / month · 📦 11K · ⏱️ 11.03.2024):
- [Conda](https://anaconda.org/conda-forge/wheel) (📥 92M · ⏱️ 27.03.2024):
buildbot (🥈36 · ⭐ 5.2K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
- [GitHub](https://github.com/buildbot/buildbot) (👨💻 860 · 🔀 1.6K · 📥 38K · 📦 350 · 📋 1.6K - 44% open · ⏱️ 23.05.2024):
- [PyPi](https://pypi.org/project/buildbot) (📥 16K / month · 📦 18 · ⏱️ 20.05.2024):
- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 98K · ⏱️ 20.05.2024):
invoke (🥈35 · ⭐ 4.3K) - Pythonic task management & command execution. BSD-2
- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 60 · 🔀 360 · 📦 25K · 📋 810 - 49% open · ⏱️ 01.12.2023):
- [PyPi](https://pypi.org/project/invoke) (📥 8.8M / month · 📦 950 · ⏱️ 12.07.2023):
- [Conda](https://anaconda.org/conda-forge/invoke) (📥 980K · ⏱️ 13.07.2023):
setuptools_scm (🥈35 · ⭐ 820) - the blessed package to manage your versions by scm tags. MIT
- [GitHub](https://github.com/pypa/setuptools_scm) (👨💻 140 · 🔀 210 · 📋 580 - 15% open · ⏱️ 15.05.2024):
- [PyPi](https://pypi.org/project/setuptools_scm) (📥 29M / month · 📦 1.4K · ⏱️ 06.05.2024):
- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 2.4M · ⏱️ 07.05.2024):
flit (🥉31 · ⭐ 2.1K) - Simplified packaging of Python modules. BSD-3
- [GitHub](https://github.com/pypa/flit) (👨💻 73 · 🔀 130 · 📦 1.9K · 📋 420 - 31% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/flit) (📥 380K / month · 📦 720 · ⏱️ 14.05.2023):
- [Conda](https://anaconda.org/conda-forge/flit) (📥 180K · ⏱️ 25.03.2024):
pybuilder (🥉26 · ⭐ 1.7K) - Software build automation tool for Python. Apache-2
- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 250 · 📋 520 - 18% open · ⏱️ 28.05.2024):
- [PyPi](https://pypi.org/project/pybuilder) (📥 26K / month · 📦 6 · ⏱️ 28.05.2024):
- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 75K · ⏱️ 28.05.2024):
universal-build (🥉15 · ⭐ 21 · 💀) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (👨💻 5 · 🔀 7 · 📥 19 · 📦 12 · 📋 4 - 25% open · ⏱️ 15.09.2022):
- [PyPi](https://pypi.org/project/universal-build) (📥 510 / month · 📦 7 · ⏱️ 16.11.2021):
Show 4 hidden projects...
- doit (🥉32 · ⭐ 1.8K · 💀) - task management & automation tool.MIT
- buildout (🥉26 · ⭐ 570 · 💀) - Buildout is a deployment automation tool written in and.. ❗️ZPL-2.1
- paver (🥉23 · ⭐ 460 · 💀) - Python-based project scripting. BSD-3
- pynt (🥉18 · ⭐ 160 · 💀) - A pynt of Python build. MIT
System Monitoring & Profiling¶
psutil (🥇45 · ⭐ 10K) - Cross-platform lib for process and system monitoring in Python. BSD-3
- [GitHub](https://github.com/giampaolo/psutil) (👨💻 210 · 🔀 1.4K · 📦 490K · 📋 1.8K - 17% open · ⏱️ 18.05.2024):
- [PyPi](https://pypi.org/project/psutil) (📥 110M / month · 📦 10K · ⏱️ 19.01.2024):
- [Conda](https://anaconda.org/conda-forge/psutil) (📥 31M · ⏱️ 08.02.2024):
Glances (🥇40 · ⭐ 25K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
- [GitHub](https://github.com/nicolargo/glances) (👨💻 190 · 🔀 1.4K · 📥 1.6K · 📦 880 · 📋 1.8K - 12% open · ⏱️ 29.05.2024):
- [PyPi](https://pypi.org/project/glances) (📥 670K / month · 📦 4 · ⏱️ 25.05.2024):
- [Conda](https://anaconda.org/conda-forge/glances) (📥 220K · ⏱️ 24.03.2024):
memray (🥈35 · ⭐ 13K · 📈) - Memray is a memory profiler for Python. Apache-2
- [GitHub](https://github.com/bloomberg/memray) (👨💻 50 · 🔀 370 · 📦 440 · 📋 170 - 12% open · ⏱️ 30.05.2024):
- [PyPi](https://pypi.org/project/memray) (📥 780K / month · 📦 43 · ⏱️ 10.04.2024):
- [Conda](https://anaconda.org/conda-forge/memray) (📥 120K · ⏱️ 11.04.2024):
py-spy (🥈33 · ⭐ 12K) - Sampling profiler for Python programs. MIT
- [GitHub](https://github.com/benfred/py-spy) (👨💻 38 · 🔀 390 · 📥 18K · 📦 4.1K · 📋 370 - 48% open · ⏱️ 27.02.2024):
- [PyPi](https://pypi.org/project/py-spy) (📥 2.1M / month · 📦 46 · ⏱️ 07.09.2022):
- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 540K · ⏱️ 16.06.2023):
- [Cargo](https://crates.io/crates/py-spy) (📥 1.8K / month · 📦 2 · ⏱️ 07.09.2022):
Scalene (🥈32 · ⭐ 11K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 49 · 🔀 380 · 📦 630 · 📋 460 - 35% open · ⏱️ 17.05.2024):
- [PyPi](https://pypi.org/project/scalene) (📥 44K / month · 📦 12 · ⏱️ 03.05.2024):
pyinstrument (🥈30 · ⭐ 6.2K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
- [GitHub](https://github.com/joerick/pyinstrument) (👨💻 55 · 🔀 220 · 📦 2.3K · 📋 150 - 22% open · ⏱️ 12.03.2024):
- [PyPi](https://pypi.org/project/pyinstrument) (📥 1.3M / month · 📦 130 · ⏱️ 26.01.2024):
- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 320K · ⏱️ 26.01.2024):
Yappi (🥈29 · ⭐ 1.4K · 📉) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
- [GitHub](https://github.com/sumerc/yappi) (👨💻 31 · 🔀 72 · 📦 1.2K · 📋 80 - 25% open · ⏱️ 18.12.2023):
- [PyPi](https://pypi.org/project/yappi) (📥 3.1M / month · 📦 53 · ⏱️ 07.12.2023):
- [Conda](https://anaconda.org/conda-forge/yappi) (📥 180K · ⏱️ 07.12.2023):
memory-profiler (🥉28 · ⭐ 4.2K) - Monitor Memory usage of Python code. BSD-3
- [GitHub](https://github.com/pythonprofilers/memory_profiler) (👨💻 100 · 🔀 370 · 📋 250 - 53% open · ⏱️ 16.04.2024):
- [PyPi](https://pypi.org/project/memory_profiler) (📥 1.5M / month · 📦 410 · ⏱️ 15.11.2022):
- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 790K · ⏱️ 16.06.2023):
line_profiler (🥉28 · ⭐ 2.5K) - Line-by-line profiling for Python. BSD-3
- [GitHub](https://github.com/pyutils/line_profiler) (👨💻 44 · 🔀 120 · 📥 4 · 📋 100 - 45% open · ⏱️ 28.04.2024):
- [PyPi](https://pypi.org/project/line_profiler) (📥 540K / month · 📦 180 · ⏱️ 28.04.2024):
- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 870K · ⏱️ 27.09.2023):
Diamond (🥉28 · ⭐ 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
- [GitHub](https://github.com/python-diamond/Diamond) (👨💻 390 · 🔀 600 · 📦 170 · 📋 300 - 44% open · ⏱️ 01.11.2023):
- [PyPi](https://pypi.org/project/diamond) (📥 9.8K / month · 📦 6 · ⏱️ 25.11.2016):
Show 8 hidden projects...
- Bpytop (🥈29 · ⭐ 9.9K · 💀) - Linux/OSX/FreeBSD resource monitor.Apache-2
- memory_profiler (🥉26 · ⭐ 4.2K · 💀) - Monitor Memory usage of Python code. BSD-3
- pympler (🥉26 · ⭐ 1.2K · 💀) - Development tool to measure, monitor and analyze the memory.. Apache-2
- vprof (🥉23 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2
- Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
- heartrate (🥉19 · ⭐ 1.7K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
- pyheat (🥉18 · ⭐ 830 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (🥉13 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time. MIT
AST Tools¶
executing (🥇30 · ⭐ 310) - Get information about what a Python frame is currently doing,.. MIT
- [GitHub](https://github.com/alexmojaki/executing) (👨💻 10 · 🔀 31 · 📦 190K · 📋 43 - 41% open · ⏱️ 06.11.2023):
- [PyPi](https://pypi.org/project/executing) (📥 32M / month · 📦 390 · ⏱️ 29.10.2023):
- [Conda](https://anaconda.org/conda-forge/executing) (📥 12M · ⏱️ 29.10.2023):
astor (🥈27 · ⭐ 780) - Python AST read/write. BSD-3
- [GitHub](https://github.com/berkerpeksag/astor) (👨💻 35 · 🔀 100 · 📋 120 - 33% open · ⏱️ 30.03.2024):
- [PyPi](https://pypi.org/project/astor) (📥 6.2M / month · 📦 570 · ⏱️ 10.12.2019):
- [Conda](https://anaconda.org/conda-forge/astor) (📥 2.3M · ⏱️ 16.06.2023):
gast (🥈27 · ⭐ 140) - Python AST that abstracts the underlying Python version. BSD-3
- [GitHub](https://github.com/serge-sans-paille/gast) (👨💻 10 · 🔀 32 · 📦 160K · 📋 36 - 5% open · ⏱️ 26.05.2024):
- [PyPi](https://pypi.org/project/gast) (📥 19M / month · 📦 410 · ⏱️ 29.04.2023):
- [Conda](https://anaconda.org/conda-forge/gast) (📥 2.7M · ⏱️ 03.07.2023):
typed_ast (🥉26 · ⭐ 230 · 💤) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
- [GitHub](https://github.com/python/typed_ast) (👨💻 26 · 🔀 53 · 📋 87 - 1% open · ⏱️ 03.07.2023):
- [PyPi](https://pypi.org/project/typed_ast) (📥 7.2M / month · 📦 620 · ⏱️ 04.07.2023):
- [Conda](https://anaconda.org/conda-forge/typed-ast) (📥 6.3M · ⏱️ 22.09.2023):
asteval (🥉24 · ⭐ 170 · 📈) - minimalistic evaluator of python expression using ast module. MIT
- [GitHub](https://github.com/newville/asteval) (👨💻 24 · 🔀 40 · ⏱️ 06.11.2023):
- [PyPi](https://pypi.org/project/asteval) (📥 380K / month · 📦 110 · ⏱️ 23.05.2024):
- [Conda](https://anaconda.org/conda-forge/asteval) (📥 390K · ⏱️ 24.05.2024):
Others¶
pre-commit (🥇41 · ⭐ 12K) - A framework for managing and maintaining multi-language pre-commit.. MIT
- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 160 · 🔀 770 · 📥 1.4M · 📦 190K · 📋 2K - 1% open · ⏱️ 27.05.2024):
- [PyPi](https://pypi.org/project/pre-commit) (📥 22M / month · 📦 11K · ⏱️ 11.05.2024):
- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 4.6M · ⏱️ 11.05.2024):
Related Resources¶
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Contribution¶
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License¶
