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 840K 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](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome! ---

🧙‍♂️ Discover other best-of lists or create your own.
📫 Subscribe to our newsletter for updates and trending projects.

--- ## Contents - [Linters & Style Checkers](#linters--style-checkers) _40 projects_ - [Type checkers](#type-checkers) _5 projects_ - [Code Formatters](#code-formatters) _7 projects_ - [Code Refactoring](#code-refactoring) _18 projects_ - [Code Security](#code-security) _8 projects_ - [Virtual Environments](#virtual-environments) _10 projects_ - [Dependency & Package Managers](#dependency--package-managers) _11 projects_ - [Code Metrics & Complexity](#code-metrics--complexity) _6 projects_ - [Logging](#logging) _21 projects_ - [Shell](#shell) _2 projects_ - [Documentation](#documentation) _29 projects_ - [Debugging Tools](#debugging-tools) _13 projects_ - [Testing Tools](#testing-tools) _43 projects_ - [Code Packaging](#code-packaging) _16 projects_ - [Build Tools](#build-tools) _14 projects_ - [System Monitoring & Profiling](#system-monitoring--profiling) _18 projects_ - [AST Tools](#ast-tools) _6 projects_ - [Others](#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

pylint (🥇42 · ⭐ 4.7K) - Its not just a linter that annoys you!. ❗️GPL-2.0

- [GitHub](https://github.com/pylint-dev/pylint) (👨‍💻 530 · 🔀 1K · 📦 370K · 📋 5K - 14% open · ⏱️ 26.06.2023): ``` git clone https://github.com/PyCQA/pylint ``` - [PyPi](https://pypi.org/project/pylint) (📥 14M / month · 📦 22K · ⏱️ 29.06.2022): ``` pip install pylint ``` - [Conda](https://anaconda.org/conda-forge/pylint) (📥 4.2M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pylint ```

ruff (🥇41 · ⭐ 16K) - An extremely fast Python linter, written in Rust. MIT

- [GitHub](https://github.com/astral-sh/ruff) (👨‍💻 220 · 🔀 480 · 📥 29K · 📦 9.5K · 📋 2K - 15% open · ⏱️ 29.06.2023): ``` git clone https://github.com/charliermarsh/ruff ``` - [PyPi](https://pypi.org/project/ruff) (📥 2.7M / month · 📦 560 · ⏱️ 22.06.2023): ``` pip install ruff ``` - [Conda](https://anaconda.org/conda-forge/ruff) (📥 240K · ⏱️ 25.06.2023): ``` conda install -c conda-forge ruff ```

pycodestyle (🥇37 · ⭐ 4.9K) - Simple Python style checker in one Python file. ❗Unlicensed

- [GitHub](https://github.com/PyCQA/pycodestyle) (👨‍💻 130 · 🔀 670 · 📦 350K · 📋 690 - 12% open · ⏱️ 20.06.2023): ``` git clone https://github.com/PyCQA/pycodestyle ``` - [PyPi](https://pypi.org/project/pycodestyle) (📥 29M / month): ``` pip install pycodestyle ``` - [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 6.6M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pycodestyle ```

wemake-python-styleguide (🥈36 · ⭐ 2.2K) - The strictest and most opinionated python linter ever!. MIT

- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨‍💻 180 · 🔀 370 · 📦 15K · 📋 1.1K - 10% open · ⏱️ 29.06.2023): ``` git clone https://github.com/wemake-services/wemake-python-styleguide ``` - [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 230K / month · 📦 47 · ⏱️ 19.01.2020): ``` pip install wemake-python-styleguide ```

pyflakes (🥈34 · ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT

- [GitHub](https://github.com/PyCQA/pyflakes) (👨‍💻 84 · 🔀 160 · 📦 230K · 📋 480 - 7% open · ⏱️ 29.06.2023): ``` git clone https://github.com/PyCQA/pyflakes ``` - [PyPi](https://pypi.org/project/pyflakes) (📥 21M / month): ``` pip install pyflakes ``` - [Conda](https://anaconda.org/conda-forge/pyflakes) (📥 6.3M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pyflakes ```

pydocstyle (🥈32 · ⭐ 1.1K) - docstring style checker. MIT

- [GitHub](https://github.com/PyCQA/pydocstyle) (👨‍💻 89 · 🔀 180 · 📥 64 · 📦 56K · 📋 330 - 32% open · ⏱️ 17.01.2023): ``` git clone https://github.com/PyCQA/pydocstyle ``` - [PyPi](https://pypi.org/project/pydocstyle) (📥 3.1M / month): ``` pip install pydocstyle ``` - [Conda](https://anaconda.org/conda-forge/pydocstyle) (📥 1.5M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pydocstyle ```

flake8-bugbear (🥈31 · ⭐ 950) - A plugin for Flake8 finding likely bugs and design problems.. MIT

- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨‍💻 75 · 🔀 93 · 📦 33K · 📋 200 - 26% open · ⏱️ 26.06.2023): ``` git clone https://github.com/PyCQA/flake8-bugbear ``` - [PyPi](https://pypi.org/project/flake8-bugbear) (📥 1.9M / month): ``` pip install flake8-bugbear ``` - [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 710K · ⏱️ 07.06.2023): ``` conda install -c conda-forge flake8-bugbear ```

pylint-django (🥈29 · ⭐ 560) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0

- [GitHub](https://github.com/pylint-dev/pylint-django) (👨‍💻 68 · 🔀 120 · 📥 250 · 📦 26K · 📋 220 - 23% open · ⏱️ 15.05.2023): ``` git clone https://github.com/PyCQA/pylint-django ``` - [PyPi](https://pypi.org/project/pylint-django) (📥 1.1M / month): ``` pip install pylint-django ``` - [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 150K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pylint-django ```

nitpick (🥈28 · ⭐ 350) - Enforce the same settings on multiple projects. MIT

- [GitHub](https://github.com/andreoliwa/nitpick) (👨‍💻 16 · 🔀 22 · 📥 4 · 📦 1.2K · 📋 120 - 37% open · ⏱️ 09.06.2023): ``` git clone https://github.com/andreoliwa/nitpick ``` - [PyPi](https://pypi.org/project/nitpick) (📥 85K / month · 📦 11 · ⏱️ 15.05.2020): ``` pip install nitpick ```

flake8-quotes (🥈28 · ⭐ 170) - Flake8 extension for checking quotes in python. MIT

- [GitHub](https://github.com/zheller/flake8-quotes) (👨‍💻 32 · 🔀 36 · 📦 19K · 📋 49 - 12% open · ⏱️ 19.12.2022): ``` git clone https://github.com/zheller/flake8-quotes ``` - [PyPi](https://pypi.org/project/flake8-quotes) (📥 790K / month · 📦 880 · ⏱️ 19.12.2022): ``` pip install flake8-quotes ``` - [Conda](https://anaconda.org/conda-forge/flake8-quotes) (📥 680K · ⏱️ 16.06.2023): ``` conda install -c conda-forge flake8-quotes ```

flake8-isort (🥈28 · ⭐ 150) - flake8 plugin that integrates isort. ❗️GPL-2.0

- [GitHub](https://github.com/gforcada/flake8-isort) (👨‍💻 37 · 🔀 93 · 📦 23K · 📋 57 - 15% open · ⏱️ 22.12.2022): ``` git clone https://github.com/gforcada/flake8-isort ``` - [PyPi](https://pypi.org/project/flake8-isort) (📥 1.1M / month · 📦 680 · ⏱️ 25.07.2022): ``` pip install flake8-isort ``` - [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 42K · ⏱️ 16.06.2023): ``` conda install -c conda-forge flake8-isort ```

beartype (🥈27 · ⭐ 1.9K) - Unbearably fast near-real-time runtime type-checking in pure Python. MIT

- [GitHub](https://github.com/beartype/beartype) (👨‍💻 16 · 🔀 33 · 📋 190 - 24% open · ⏱️ 29.06.2023): ``` git clone https://github.com/beartype/beartype ``` - [PyPi](https://pypi.org/project/beartype) (📥 270K / month · 📦 110 · ⏱️ 15.03.2022): ``` pip install beartype ``` - [Conda](https://anaconda.org/conda-forge/beartype) (📥 52K · ⏱️ 07.06.2023): ``` conda install -c conda-forge beartype ```

flake8-eradicate (🥉26 · ⭐ 300) - Flake8 plugin to find commented out or dead code. MIT

- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨‍💻 16 · 🔀 14 · 📦 17K · 📋 49 - 38% open · ⏱️ 31.05.2023): ``` git clone https://github.com/wemake-services/flake8-eradicate ``` - [PyPi](https://pypi.org/project/flake8-eradicate) (📥 570K / month · 📦 110 · ⏱️ 11.08.2022): ``` pip install flake8-eradicate ``` - [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (📥 9.5K · ⏱️ 01.06.2023): ``` conda install -c conda-forge flake8-eradicate ```

pylama (🥉25 · ⭐ 1K · 💤) - Code audit tool for python. MIT

- [GitHub](https://github.com/klen/pylama) (👨‍💻 46 · 🔀 96 · 📦 5.9K · 📋 140 - 34% open · ⏱️ 08.08.2022): ``` git clone https://github.com/klen/pylama ``` - [PyPi](https://pypi.org/project/pylama) (📥 160K / month): ``` pip install pylama ```

check-manifest (🥉25 · ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT

- [GitHub](https://github.com/mgedmin/check-manifest) (👨‍💻 22 · 🔀 39 · 📦 9.3K · 📋 95 - 20% open · ⏱️ 02.05.2023): ``` git clone https://github.com/mgedmin/check-manifest ``` - [PyPi](https://pypi.org/project/check-manifest) (📥 210K / month · 📦 2.9K · ⏱️ 26.03.2015): ``` pip install check-manifest ``` - [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 94K · ⏱️ 16.06.2023): ``` conda install -c conda-forge check-manifest ```

flake8-import-order (🥉25 · ⭐ 270) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0

- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨‍💻 46 · 🔀 71 · 📋 100 - 11% open · ⏱️ 10.12.2022): ``` git clone https://github.com/PyCQA/flake8-import-order ``` - [PyPi](https://pypi.org/project/flake8-import-order) (📥 390K / month · 📦 1.2K · ⏱️ 04.03.2019): ``` pip install flake8-import-order ``` - [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 240K · ⏱️ 16.06.2023): ``` conda install -c conda-forge flake8-import-order ```

flake8-builtins (🥉24 · ⭐ 100) - Check for python builtins being used as variables or.. ❗️GPL-2.0

- [GitHub](https://github.com/gforcada/flake8-builtins) (👨‍💻 17 · 🔀 21 · 📦 9.2K · 📋 43 - 2% open · ⏱️ 22.12.2022): ``` git clone https://github.com/gforcada/flake8-builtins ``` - [PyPi](https://pypi.org/project/flake8-builtins) (📥 600K / month): ``` pip install flake8-builtins ``` - [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 210K · ⏱️ 16.06.2023): ``` conda install -c conda-forge flake8-builtins ```

flake8-black (🥉23 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT

- [GitHub](https://github.com/peterjc/flake8-black) (👨‍💻 10 · 🔀 11 · 📦 6.9K · 📋 29 - 20% open · ⏱️ 03.04.2023): ``` git clone https://github.com/peterjc/flake8-black ``` - [PyPi](https://pypi.org/project/flake8-black) (📥 1.2M / month): ``` pip install flake8-black ``` - [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 440K · ⏱️ 16.06.2023): ``` conda install -c conda-forge flake8-black ```

mypy-protobuf (🥉21 · ⭐ 570) - open source tools to generate mypy stubs from protobufs. Apache-2

- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨‍💻 36 · 🔀 70 · 📋 120 - 8% open · ⏱️ 13.03.2023): ``` git clone https://github.com/dropbox/mypy-protobuf ``` - [PyPi](https://pypi.org/project/mypy-protobuf) (📥 1.2M / month): ``` pip install mypy-protobuf ``` - [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (📥 100K · ⏱️ 16.06.2023): ``` conda install -c conda-forge mypy-protobuf ```

pandas-vet (🥉21 · ⭐ 150) - A plugin for Flake8 that checks pandas code. MIT

- [GitHub](https://github.com/deppen8/pandas-vet) (👨‍💻 13 · 🔀 17 · 📥 62 · 📦 370 · 📋 52 - 42% open · ⏱️ 16.05.2023): ``` git clone https://github.com/deppen8/pandas-vet ``` - [PyPi](https://pypi.org/project/pandas-vet) (📥 54K / month): ``` pip install pandas-vet ``` - [Conda](https://anaconda.org/conda-forge/pandas-vet) (📥 16K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pandas-vet ```

flake8-comprehensions (🥉20 · ⭐ 430) - A flake8 plugin to help you write better.. MIT

- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨‍💻 15 · 🔀 19 · 📋 54 - 5% open · ⏱️ 27.06.2023): ``` git clone https://github.com/adamchainz/flake8-comprehensions ``` - [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 920K / month): ``` pip install flake8-comprehensions ``` - [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 720K · ⏱️ 15.06.2023): ``` conda install -c conda-forge flake8-comprehensions ```

pylint-flask (🥉20 · ⭐ 62 · 💤) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0

- [GitHub](https://github.com/jschaf/pylint-flask) (👨‍💻 7 · 🔀 9 · 📦 7.4K · 📋 12 - 50% open · ⏱️ 19.07.2022): ``` git clone https://github.com/jschaf/pylint-flask ``` - [PyPi](https://pypi.org/project/pylint-flask) (📥 310K / month · 📦 360 · ⏱️ 30.01.2019): ``` pip install pylint-flask ``` - [Conda](https://anaconda.org/conda-forge/pylint-flask) (📥 97K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pylint-flask ```

hacking (🥉19 · ⭐ 230 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

- [GitHub](https://github.com/openstack/hacking) (👨‍💻 190 · 🔀 46 · ⏱️ 25.04.2023): ``` git clone https://github.com/openstack/hacking ``` - [PyPi](https://pypi.org/project/hacking) (📥 71K / month): ``` pip install hacking ```

flake8-simplify (🥉19 · ⭐ 150) - A flake8 plugin that helps you to simplify code. MIT

- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨‍💻 13 · 🔀 19 · 📋 120 - 40% open · ⏱️ 30.03.2023): ``` git clone https://github.com/MartinThoma/flake8-simplify ``` - [PyPi](https://pypi.org/project/flake8-simplify) (📥 240K / month · ⏱️ 03.06.2023): ``` pip install flake8-simplify ``` - [Conda](https://anaconda.org/conda-forge/flake8-simplify) (📥 29K · ⏱️ 16.06.2023): ``` conda install -c conda-forge flake8-simplify ```

imhotep (🥉17 · ⭐ 220) - A static-analysis bot for Github. MIT

- [GitHub](https://github.com/justinabrahms/imhotep) (👨‍💻 17 · 🔀 36 · 📦 11 · 📋 46 - 43% open · ⏱️ 17.06.2023): ``` git clone https://github.com/justinabrahms/imhotep ``` - [PyPi](https://pypi.org/project/imhotep) (📥 57 / month · 📦 6 · ⏱️ 20.02.2022): ``` pip install imhotep ```

flake8-bandit (🥉15 · ⭐ 100 · 💤) - Automated security testing using bandit and flake8. MIT

- [GitHub](https://github.com/tylerwince/flake8-bandit) (👨‍💻 12 · 🔀 26 · 📋 26 - 38% open · ⏱️ 29.08.2022): ``` git clone https://github.com/tylerwince/flake8-bandit ``` - [PyPi](https://pypi.org/project/flake8-bandit) (📥 520K / month): ``` pip install flake8-bandit ```

linty_fresh (🥉13 · ⭐ 180) - Surface lint errors during code review. Apache-2 mypy

- [GitHub](https://github.com/lyft/linty_fresh) (👨‍💻 18 · 🔀 21 · 📋 9 - 88% open · ⏱️ 13.12.2022): ``` git clone https://github.com/lyft/linty_fresh ``` - [PyPi](https://pypi.org/project/linty-fresh) (📥 45 / month · ⏱️ 12.12.2018): ``` pip install linty-fresh ```

Show 13 hidden projects...

- flake8 (🥇37 · ⭐ 2.9K · 📈) - Flake8 is a wrapper around these tools: PyFlakes;.. ❗Unlicensed - parso (🥈29 · ⭐ 540) - A Python Parser. ❗Unlicensed - 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 - pep8-naming (🥈27 · ⭐ 460) - Naming Convention checker for Python. ❗️Saxpath - data-science-types (🥉26 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2 - flake8-commas (🥉25 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python. MIT - Fixit (🥉22 · ⭐ 400) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed - flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. MIT - bellybutton (🥉16 · ⭐ 260 · 💀) - Custom Python linting through AST expressions. 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

mypy (🥇46 · ⭐ 16K · 📈) - Optional static typing for Python. MIT

- [GitHub](https://github.com/python/mypy) (👨‍💻 660 · 🔀 2.6K · 📦 190K · 📋 9.3K - 28% open · ⏱️ 29.06.2023): ``` git clone https://github.com/python/mypy ``` - [PyPi](https://pypi.org/project/mypy) (📥 15M / month · 📦 7.9K · ⏱️ 06.06.2022): ``` pip install mypy ``` - [Conda](https://anaconda.org/conda-forge/mypy) (📥 3.1M · ⏱️ 26.06.2023): ``` conda install -c conda-forge mypy ```

pyright (🥈37 · ⭐ 11K) - Static Type Checker for Python. MIT

- [GitHub](https://github.com/microsoft/pyright) (👨‍💻 95 · 🔀 1.1K · 📥 550 · 📦 530 · 📋 4.2K - 0% open · ⏱️ 28.06.2023): ``` git clone https://github.com/Microsoft/pyright ``` - [npm](https://www.npmjs.com/package/pyright) (📥 610K / month · 📦 10 · ⏱️ 26.06.2023): ``` npm install pyright ```

pyre-check (🥉35 · ⭐ 6.4K) - Performant type-checking for python. MIT

- [GitHub](https://github.com/facebook/pyre-check) (👨‍💻 250 · 🔀 410 · 📋 380 - 36% open · ⏱️ 29.06.2023): ``` git clone https://github.com/facebook/pyre-check ``` - [PyPi](https://pypi.org/project/pyre-check) (📥 63K / month · 📦 48 · ⏱️ 08.11.2022): ``` pip install pyre-check ```

typeguard (🥉35 · ⭐ 1.2K · 📈) - Run-time type checker for Python. MIT

- [GitHub](https://github.com/agronholm/typeguard) (👨‍💻 30 · 🔀 93 · 📦 16K · 📋 270 - 5% open · ⏱️ 20.06.2023): ``` git clone https://github.com/agronholm/typeguard ``` - [PyPi](https://pypi.org/project/typeguard) (📥 10M / month · 📦 1.4K · ⏱️ 17.10.2020): ``` pip install typeguard ``` - [Conda](https://anaconda.org/conda-forge/typeguard) (📥 310K · ⏱️ 16.06.2023): ``` conda install -c conda-forge typeguard ```

pytype (🥉32 · ⭐ 4.3K) - A static type analyzer for Python code. Apache-2

- [GitHub](https://github.com/google/pytype) (👨‍💻 93 · 🔀 270 · 📋 630 - 20% open · ⏱️ 17.06.2023): ``` git clone https://github.com/google/pytype ``` - [PyPi](https://pypi.org/project/pytype) (📥 210K / month · 📦 120 · ⏱️ 31.01.2023): ``` pip install pytype ``` - [Conda](https://anaconda.org/conda-forge/pytype) (📥 160K · ⏱️ 17.06.2023): ``` conda install -c conda-forge pytype ```

## Code Formatters

black (🥇44 · ⭐ 33K) - The uncompromising Python code formatter. MIT

- [GitHub](https://github.com/psf/black) (👨‍💻 380 · 🔀 2.1K · 📥 43K · 📦 390K · 📋 2.3K - 17% open · ⏱️ 28.06.2023): ``` git clone https://github.com/psf/black ``` - [PyPi](https://pypi.org/project/black) (📥 21M / month · 📦 11K · ⏱️ 26.09.2018): ``` pip install black ``` - [Conda](https://anaconda.org/conda-forge/black) (📥 7.5M · ⏱️ 16.06.2023): ``` conda install -c conda-forge black ```

yapf (🥈41 · ⭐ 13K) - A formatter for Python files. Apache-2

- [GitHub](https://github.com/google/yapf) (👨‍💻 150 · 🔀 900 · 📦 79K · 📋 810 - 45% open · ⏱️ 26.06.2023): ``` git clone https://github.com/google/yapf ``` - [PyPi](https://pypi.org/project/yapf) (📥 3.5M / month · 📦 2.2K · ⏱️ 21.02.2023): ``` pip install yapf ``` - [Conda](https://anaconda.org/conda-forge/yapf) (📥 1.5M · ⏱️ 16.06.2023): ``` conda install -c conda-forge yapf ```

isort (🥈40 · ⭐ 5.9K) - A Python utility / library to sort imports. MIT

- [GitHub](https://github.com/PyCQA/isort) (👨‍💻 280 · 🔀 540 · 📦 400K · 📋 1.2K - 13% open · ⏱️ 25.05.2023): ``` git clone https://github.com/PyCQA/isort ``` - [PyPi](https://pypi.org/project/isort) (📥 26M / month · 📦 17K · ⏱️ 10.03.2019): ``` pip install isort ``` - [Conda](https://anaconda.org/conda-forge/isort) (📥 4.9M · ⏱️ 16.06.2023): ``` conda install -c conda-forge isort ```

autopep8 (🥉37 · ⭐ 4.4K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT

- [GitHub](https://github.com/hhatto/autopep8) (👨‍💻 57 · 🔀 290 · 📦 180K · 📋 470 - 24% open · ⏱️ 19.03.2023): ``` git clone https://github.com/hhatto/autopep8 ``` - [PyPi](https://pypi.org/project/autopep8) (📥 3.5M / month · 📦 5.8K · ⏱️ 28.10.2022): ``` pip install autopep8 ``` - [Conda](https://anaconda.org/conda-forge/autopep8) (📥 1.2M · ⏱️ 16.06.2023): ``` conda install -c conda-forge autopep8 ```

docformatter (🥉29 · ⭐ 420) - Formats docstrings to follow PEP 257. MIT

- [GitHub](https://github.com/PyCQA/docformatter) (👨‍💻 26 · 🔀 55 · 📥 3 · 📦 2.9K · 📋 130 - 8% open · ⏱️ 23.06.2023): ``` git clone https://github.com/myint/docformatter ``` - [PyPi](https://pypi.org/project/docformatter) (📥 350K / month · 📦 130 · ⏱️ 27.12.2020): ``` pip install docformatter ``` - [Conda](https://anaconda.org/conda-forge/docformatter) (📥 73K · ⏱️ 26.06.2023): ``` conda install -c conda-forge docformatter ```

autoimport (🥉14 · ⭐ 71) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0

- [GitHub](https://github.com/lyz-code/autoimport) (👨‍💻 13 · 🔀 14 · 📦 110 · 📋 38 - 21% open · ⏱️ 27.06.2023): ``` git clone https://github.com/lyz-code/autoimport ``` - [PyPi](https://pypi.org/project/autoimport) (📥 3.4K / month): ``` pip install autoimport ```

Show 1 hidden projects...

- pyformat (🥉19 · ⭐ 93 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath

## Code Refactoring

rope (🥇35 · ⭐ 1.6K) - a python refactoring library. ❗️LGPL-3.0

- [GitHub](https://github.com/python-rope/rope) (👨‍💻 77 · 🔀 160 · 📦 65K · 📋 310 - 25% open · ⏱️ 29.06.2023): ``` git clone https://github.com/python-rope/rope ``` - [PyPi](https://pypi.org/project/rope) (📥 730K / month · 📦 1.6K · ⏱️ 22.06.2022): ``` pip install rope ``` - [Conda](https://anaconda.org/conda-forge/rope) (📥 1.2M · ⏱️ 16.06.2023): ``` conda install -c conda-forge rope ```

vulture (🥈31 · ⭐ 2.6K) - Find dead Python code. MIT

- [GitHub](https://github.com/jendrikseipp/vulture) (👨‍💻 35 · 🔀 120 · 📦 3.9K · 📋 180 - 8% open · ⏱️ 27.02.2023): ``` git clone https://github.com/jendrikseipp/vulture ``` - [PyPi](https://pypi.org/project/vulture) (📥 580K / month · 📦 240 · ⏱️ 09.01.2023): ``` pip install vulture ``` - [Conda](https://anaconda.org/conda-forge/vulture) (📥 71K · ⏱️ 16.06.2023): ``` conda install -c conda-forge vulture ```

autoflake (🥈28 · ⭐ 780) - Removes unused imports and unused variables as reported by pyflakes. MIT

- [GitHub](https://github.com/PyCQA/autoflake) (👨‍💻 37 · 🔀 77 · 📋 100 - 34% open · ⏱️ 25.06.2023): ``` git clone https://github.com/myint/autoflake ``` - [PyPi](https://pypi.org/project/autoflake) (📥 1.6M / month · 📦 670 · ⏱️ 01.09.2022): ``` pip install autoflake ``` - [Conda](https://anaconda.org/conda-forge/autoflake) (📥 480K · ⏱️ 16.06.2023): ``` conda install -c conda-forge autoflake ```

pyupgrade (🥈25 · ⭐ 2.7K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT

- [GitHub](https://github.com/asottile/pyupgrade) (👨‍💻 34 · 🔀 150 · 📋 380 - 3% open · ⏱️ 27.06.2023): ``` git clone https://github.com/asottile/pyupgrade ``` - [PyPi](https://pypi.org/project/pyupgrade) (📥 380K / month): ``` pip install pyupgrade ``` - [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 560K · ⏱️ 18.06.2023): ``` conda install -c conda-forge pyupgrade ```

Bowler (🥈25 · ⭐ 1.5K) - Safe code refactoring for modern Python. MIT

- [GitHub](https://github.com/facebookincubator/Bowler) (👨‍💻 27 · 🔀 93 · 📋 80 - 57% open · ⏱️ 20.01.2023): ``` git clone https://github.com/facebookincubator/Bowler ``` - [PyPi](https://pypi.org/project/bowler) (📥 99K / month · 📦 11 · ⏱️ 17.09.2020): ``` pip install bowler ``` - [Conda](https://anaconda.org/conda-forge/bowler) (📥 17K · ⏱️ 16.06.2023): ``` conda install -c conda-forge bowler ```

unimport (🥉20 · ⭐ 220) - The ultimate linter and formatter for removing unused import statements.. MIT

- [GitHub](https://github.com/hakancelikdev/unimport) (👨‍💻 15 · 🔀 21 · 📋 110 - 10% open · ⏱️ 31.05.2023): ``` git clone https://github.com/hakancelik96/unimport ``` - [PyPi](https://pypi.org/project/unimport) (📥 14K / month): ``` pip install unimport ```

add-trailing-comma (🥉17 · ⭐ 300) - A tool (and pre-commit hook) to automatically add trailing.. MIT

- [GitHub](https://github.com/asottile/add-trailing-comma) (👨‍💻 11 · 🔀 18 · 📋 51 - 1% open · ⏱️ 27.06.2023): ``` git clone https://github.com/asottile/add-trailing-comma ``` - [PyPi](https://pypi.org/project/add-trailing-comma) (📥 22K / month): ``` pip install add-trailing-comma ```

com2ann (🥉15 · ⭐ 130) - Tool for translation type comments to type annotations in Python. MIT

- [GitHub](https://github.com/ilevkivskyi/com2ann) (👨‍💻 5 · 🔀 10 · 📦 42 · 📋 26 - 26% open · ⏱️ 27.04.2023): ``` git clone https://github.com/ilevkivskyi/com2ann ``` - [PyPi](https://pypi.org/project/com2ann) (📥 16K / month): ``` pip install com2ann ```

retype (🥉14 · ⭐ 130 · 💤) - Re-apply type annotations from .pyi stubs to your codebase. MIT

- [GitHub](https://github.com/ambv/retype) (👨‍💻 9 · 🔀 17 · ⏱️ 14.08.2022): ``` git clone https://github.com/ambv/retype ``` - [PyPi](https://pypi.org/project/retype) (📥 750 / month): ``` pip install retype ``` - [Conda](https://anaconda.org/conda-forge/retype) (📥 23K · ⏱️ 16.06.2023): ``` conda install -c conda-forge retype ```

Show 9 hidden projects...

- jedi (🥇37 · ⭐ 5.4K) - Awesome autocompletion, static analysis and refactoring library for.. ❗Unlicensed - eradicate (🥈25 · ⭐ 180) - Removes commented-out code from Python files. ❗Unlicensed - redbaron (🥉23 · ⭐ 670 · 💀) - Bottom-up approach to refactoring in python. ❗Unlicensed - baron (🥉22 · ⭐ 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0 - MonkeyType (🥉20 · ⭐ 4.3K) - A Python library that generates static type annotations by.. ❗Unlicensed - pyannotate (🥉19 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2 - unify (🥉19 · ⭐ 81 · 💀) - Modifies strings to all use the same quote where possible. MIT - pep8ify (🥉14 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2 - massedit (🥉13 · ⭐ 110 · 💀) - Programmatically edit text files with Python. Useful for source to.. MIT

## Code Security

bandit (🥇37 · ⭐ 5.3K) - Bandit is a tool designed to find common security issues in Python.. Apache-2

- [GitHub](https://github.com/PyCQA/bandit) (👨‍💻 170 · 🔀 520 · 📥 710 · 📦 42K · 📋 610 - 26% open · ⏱️ 15.06.2023): ``` git clone https://github.com/PyCQA/bandit ``` - [PyPi](https://pypi.org/project/bandit) (📥 3.1M / month): ``` pip install bandit ``` - [Conda](https://anaconda.org/conda-forge/bandit) (📥 240K · ⏱️ 16.06.2023): ``` conda install -c conda-forge bandit ```

safety (🥉26 · ⭐ 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT

- [GitHub](https://github.com/pyupio/safety) (👨‍💻 41 · 🔀 120 · 📥 350K · 📦 19 · 📋 170 - 30% open · ⏱️ 29.05.2023): ``` git clone https://github.com/pyupio/safety ``` - [PyPi](https://pypi.org/project/safety) (📥 1M / month): ``` pip install safety ``` - [Conda](https://anaconda.org/conda-forge/safety) (📥 69K · ⏱️ 16.06.2023): ``` conda install -c conda-forge safety ```

detect-secrets (🥉25 · ⭐ 3.1K) - An enterprise friendly way of detecting and preventing.. Apache-2

- [GitHub](https://github.com/Yelp/detect-secrets) (👨‍💻 73 · 🔀 330 · 📋 290 - 31% open · ⏱️ 11.04.2023): ``` git clone https://github.com/Yelp/detect-secrets ``` - [PyPi](https://pypi.org/project/detect-secrets) (📥 410K / month): ``` pip install detect-secrets ```

dlint (🥉16 · ⭐ 150) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3

- [GitHub](https://github.com/dlint-py/dlint) (👨‍💻 16 · 🔀 16 · 📋 43 - 51% open · ⏱️ 10.04.2023): ``` git clone https://github.com/dlint-py/dlint ``` - [PyPi](https://pypi.org/project/dlint) (📥 120K / month): ``` pip install dlint ``` - [Conda](https://anaconda.org/conda-forge/dlint) (📥 3K · ⏱️ 16.06.2023): ``` conda install -c conda-forge dlint ```

Show 4 hidden projects...

- pyarmor (🥈35 · ⭐ 2.3K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0 - sqlmap (🥈29 · ⭐ 27K) - Automatic SQL injection and database takeover tool. ❗Unlicensed - pyt (🥉22 · ⭐ 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

pipenv (🥇45 · ⭐ 24K) - Python Development Workflow for Humans. MIT

- [GitHub](https://github.com/pypa/pipenv) (👨‍💻 470 · 🔀 1.9K · 📦 91K · 📋 4K - 4% open · ⏱️ 26.06.2023): ``` git clone https://github.com/pypa/pipenv ``` - [PyPi](https://pypi.org/project/pipenv) (📥 6.9M / month · 📦 1.3K · ⏱️ 04.07.2022): ``` pip install pipenv ``` - [Conda](https://anaconda.org/conda-forge/pipenv) (📥 110K · ⏱️ 26.06.2023): ``` conda install -c conda-forge pipenv ```

virtualenv (🥈41 · ⭐ 4.5K) - Virtual Python Environment builder. MIT

- [GitHub](https://github.com/pypa/virtualenv) (👨‍💻 260 · 🔀 1K · 📦 280K · 📋 1.4K - 5% open · ⏱️ 27.06.2023): ``` git clone https://github.com/pypa/virtualenv ``` - [PyPi](https://pypi.org/project/virtualenv) (📥 57M / month · 📦 18K · ⏱️ 17.08.2020): ``` pip install virtualenv ``` - [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 4.7M · ⏱️ 17.06.2023): ``` conda install -c conda-forge virtualenv ```

nodeenv (🥈34 · ⭐ 1.6K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

- [GitHub](https://github.com/ekalinin/nodeenv) (👨‍💻 91 · 🔀 180 · 📦 50K · 📋 180 - 27% open · ⏱️ 12.05.2023): ``` git clone https://github.com/ekalinin/nodeenv ``` - [PyPi](https://pypi.org/project/nodeenv) (📥 10M / month · 📦 920 · ⏱️ 25.06.2022): ``` pip install nodeenv ``` - [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 2.7M · ⏱️ 16.06.2023): ``` conda install -c conda-forge nodeenv ```

pyenv (🥈33 · ⭐ 32K) - Simple Python version management. MIT

- [GitHub](https://github.com/pyenv/pyenv) (👨‍💻 420 · 🔀 2.8K · 📋 1.6K - 1% open · ⏱️ 21.06.2023): ``` git clone https://github.com/pyenv/pyenv ``` - [PyPi](https://pypi.org/project/pyenv) (📥 10K / month · 📦 1 · ⏱️ 12.01.2019): ``` pip install pyenv ```

pyenv-virtualenv (🥉21 · ⭐ 5.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT

- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (👨‍💻 58 · 🔀 370 · 📋 330 - 32% open · ⏱️ 26.06.2023): ``` git clone https://github.com/pyenv/pyenv-virtualenv ```

dh-virtualenv (🥉17 · ⭐ 1.6K) - Python virtualenvs in Debian packages. ❗️GPL-2.0

- [GitHub](https://github.com/spotify/dh-virtualenv) (👨‍💻 60 · 🔀 180 · 📋 200 - 15% open · ⏱️ 03.01.2023): ``` git clone https://github.com/spotify/dh-virtualenv ```

pyenv-installer (🥉16 · ⭐ 3.6K) - This tool is used to install `pyenv` and friends. MIT

- [GitHub](https://github.com/pyenv/pyenv-installer) (👨‍💻 39 · 🔀 400 · 📋 77 - 7% open · ⏱️ 10.06.2023): ``` git clone https://github.com/pyenv/pyenv-installer ```

freshenv (🥉13 · ⭐ 170 · 💤) - Provision, share, manage local and cloud developer environments. MPL-2.0

- [GitHub](https://github.com/raiyanyahya/freshenv) (👨‍💻 3 · 🔀 3 · ⏱️ 06.11.2022): ``` git clone https://github.com/raiyanyahya/freshenv ``` - [PyPi](https://pypi.org/project/freshenv) (📥 340 / month): ``` pip install freshenv ``` - [Conda](https://anaconda.org/raiyanyahya/freshenv): ``` conda install -c raiyanyahya freshenv ```

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

pip (🥇44 · ⭐ 8.8K) - The Python package installer. MIT

- [GitHub](https://github.com/pypa/pip) (👨‍💻 730 · 🔀 2.8K · 📦 140K · 📋 6.8K - 13% open · ⏱️ 27.06.2023): ``` git clone https://github.com/pypa/pip ``` - [PyPi](https://pypi.org/project/pip) (📥 140M / month): ``` pip install pip ``` - [Conda](https://anaconda.org/conda-forge/pip) (📥 82M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pip ```

pip-tools (🥈39 · ⭐ 6.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

- [GitHub](https://github.com/jazzband/pip-tools) (👨‍💻 190 · 🔀 510 · 📦 21K · 📋 950 - 13% open · ⏱️ 28.06.2023): ``` git clone https://github.com/jazzband/pip-tools ``` - [PyPi](https://pypi.org/project/pip-tools) (📥 8.4M / month): ``` pip install pip-tools ``` - [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 96K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pip-tools ```

poetry (🥈36 · ⭐ 26K) - Python packaging and dependency management made easy. MIT

- [GitHub](https://github.com/python-poetry/poetry) (👨‍💻 460 · 🔀 1.9K · 📥 15M · 📋 5K - 10% open · ⏱️ 27.06.2023): ``` git clone https://github.com/python-poetry/poetry ``` - [PyPi](https://pypi.org/project/poetry) (📥 13M / month): ``` pip install poetry ``` - [Conda](https://anaconda.org/conda-forge/poetry) (📥 910K · ⏱️ 16.06.2023): ``` conda install -c conda-forge poetry ```

pipreqs (🥈34 · ⭐ 5.2K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2

- [GitHub](https://github.com/bndr/pipreqs) (👨‍💻 59 · 🔀 340 · 📦 20K · 📋 230 - 57% open · ⏱️ 14.04.2023): ``` git clone https://github.com/bndr/pipreqs ``` - [PyPi](https://pypi.org/project/pipreqs) (📥 1.5M / month): ``` pip install pipreqs ``` - [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 37K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pipreqs ```

pipx (🥉33 · ⭐ 6.6K) - Install and Run Python Applications in Isolated Environments. MIT

- [GitHub](https://github.com/pypa/pipx) (👨‍💻 95 · 🔀 300 · 📥 2.3K · 📦 1.3K · 📋 580 - 23% open · ⏱️ 29.06.2023): ``` git clone https://github.com/pypa/pipx ``` - [PyPi](https://pypi.org/project/pipx) (📥 1.2M / month · 📦 14 · ⏱️ 17.10.2020): ``` pip install pipx ``` - [Conda](https://anaconda.org/conda-forge/pipx) (📥 28K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pipx ```

PDM (🥉33 · ⭐ 4.8K) - A modern Python package and dependency manager supporting the latest PEP.. MIT

- [GitHub](https://github.com/pdm-project/pdm) (👨‍💻 120 · 🔀 230 · 📥 4 · 📦 150 · 📋 1.1K - 2% open · ⏱️ 29.06.2023): ``` git clone https://github.com/pdm-project/pdm ``` - [PyPi](https://pypi.org/project/pdm) (📥 250K / month): ``` pip install pdm ``` - [Conda](https://anaconda.org/conda-forge/pdm) (📥 150K · ⏱️ 13.06.2023): ``` conda install -c conda-forge pdm ```

mamba (🥉28 · ⭐ 4.8K) - The Fast Cross-Platform Package Manager. BSD-3

- [GitHub](https://github.com/mamba-org/mamba) (👨‍💻 130 · 🔀 280 · 📋 1.4K - 35% open · ⏱️ 29.06.2023): ``` git clone https://github.com/mamba-org/mamba ``` - [Conda](https://anaconda.org/conda-forge/mamba) (📥 7.9M · ⏱️ 27.06.2023): ``` conda install -c conda-forge mamba ```

pip-run (🥉20 · ⭐ 85) - pip-run - dynamic dependency loader for Python. MIT

- [GitHub](https://github.com/jaraco/pip-run) (👨‍💻 16 · 🔀 15 · 📋 59 - 1% open · ⏱️ 27.06.2023): ``` git clone https://github.com/jaraco/pip-run ``` - [PyPi](https://pypi.org/project/pip-run) (📥 4.5K / month · 📦 3 · ⏱️ 06.07.2022): ``` pip install pip-run ```

Show 3 hidden projects...

- conda (🥇41 · ⭐ 5.5K) - A system-level, binary package and environment manager running on.. ❗Unlicensed - 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 (🥇34 · ⭐ 1.8K) - Inspects Python source files and provides information about.. ❗️GPL-2.0

- [GitHub](https://github.com/landscapeio/prospector) (👨‍💻 89 · 🔀 170 · 📦 4.3K · 📋 360 - 14% open · ⏱️ 20.06.2023): ``` git clone https://github.com/PyCQA/prospector ``` - [PyPi](https://pypi.org/project/prospector) (📥 740K / month · 📦 680 · ⏱️ 18.03.2022): ``` pip install prospector ``` - [Conda](https://anaconda.org/conda-forge/prospector) (📥 77K · ⏱️ 16.06.2023): ``` conda install -c conda-forge prospector ```

mccabe (🥈30 · ⭐ 580) - McCabe complexity checker for Python. ❗️Saxpath

- [GitHub](https://github.com/PyCQA/mccabe) (👨‍💻 23 · 🔀 54 · 📦 380K · 📋 52 - 25% open · ⏱️ 19.06.2023): ``` git clone https://github.com/PyCQA/mccabe ``` - [PyPi](https://pypi.org/project/mccabe) (📥 28M / month · 📦 16K · ⏱️ 24.01.2022): ``` pip install mccabe ``` - [Conda](https://anaconda.org/conda-forge/mccabe) (📥 6.9M · ⏱️ 16.06.2023): ``` conda install -c conda-forge mccabe ```

radon (🥈29 · ⭐ 1.5K) - Various code metrics for Python code. MIT

- [GitHub](https://github.com/rubik/radon) (👨‍💻 56 · 🔀 110 · 📦 4.1K · 📋 170 - 12% open · ⏱️ 18.06.2023): ``` git clone https://github.com/rubik/radon ``` - [PyPi](https://pypi.org/project/radon) (📥 420K / month · 📦 620 · ⏱️ 28.01.2020): ``` pip install radon ``` - [Conda](https://anaconda.org/conda-forge/radon) (📥 60K · ⏱️ 16.06.2023): ``` conda install -c conda-forge radon ```

wily (🥉25 · ⭐ 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2

- [GitHub](https://github.com/tonybaloney/wily) (👨‍💻 23 · 🔀 55 · 📦 180 · 📋 92 - 34% open · ⏱️ 13.03.2023): ``` git clone https://github.com/tonybaloney/wily ``` - [PyPi](https://pypi.org/project/wily) (📥 11K / month · 📦 9 · ⏱️ 14.10.2018): ``` pip install wily ```

xenon (🥉22 · ⭐ 220) - Monitoring tool based on radon. MIT

- [GitHub](https://github.com/rubik/xenon) (👨‍💻 9 · 🔀 20 · 📦 1.1K · 📋 36 - 25% open · ⏱️ 18.06.2023): ``` git clone https://github.com/rubik/xenon ``` - [PyPi](https://pypi.org/project/xenon) (📥 130K / month · 📦 75 · ⏱️ 24.02.2022): ``` pip install xenon ``` - [Conda](https://anaconda.org/conda-forge/xenon) (📥 20K · ⏱️ 16.06.2023): ``` conda install -c conda-forge xenon ```

cohesion (🥉17 · ⭐ 200) - A tool for measuring Python class cohesion. ❗️GPL-3.0

- [GitHub](https://github.com/mschwager/cohesion) (👨‍💻 3 · 🔀 4 · 📋 17 - 29% open · ⏱️ 08.03.2023): ``` git clone https://github.com/mschwager/cohesion ``` - [PyPi](https://pypi.org/project/cohesion) (📥 6K / month · 📦 11 · ⏱️ 10.07.2019): ``` pip install cohesion ``` - [Conda](https://anaconda.org/conda-forge/cohesion) (📥 1.6K · ⏱️ 16.06.2023): ``` conda install -c conda-forge cohesion ```

## Logging

rich (🥇43 · ⭐ 44K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT

- [GitHub](https://github.com/Textualize/rich) (👨‍💻 220 · 🔀 1.5K · 📦 100K · 📋 1.1K - 10% open · ⏱️ 21.06.2023): ``` git clone https://github.com/Textualize/rich ``` - [PyPi](https://pypi.org/project/rich) (📥 25M / month): ``` pip install rich ``` - [Conda](https://anaconda.org/conda-forge/rich) (📥 4.2M · ⏱️ 12.06.2023): ``` conda install -c conda-forge rich ```

tqdm (🥇42 · ⭐ 25K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0

- [GitHub](https://github.com/tqdm/tqdm) (👨‍💻 110 · 🔀 1.3K · 📥 12K · 📦 500K · 📋 1K - 43% open · ⏱️ 03.03.2023): ``` git clone https://github.com/tqdm/tqdm ``` - [PyPi](https://pypi.org/project/tqdm) (📥 57M / month · 📦 26K · ⏱️ 11.01.2019): ``` pip install tqdm ``` - [Conda](https://anaconda.org/conda-forge/tqdm) (📥 21M · ⏱️ 16.06.2023): ``` conda install -c conda-forge tqdm ``` - [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 4.1K · ⭐ 2 · ⏱️ 10.06.2023): ``` docker pull tqdm/tqdm ```

sentry-sdk (🥇39 · ⭐ 1.6K) - The official Python SDK for Sentry.io. MIT

- [GitHub](https://github.com/getsentry/sentry-python) (👨‍💻 180 · 🔀 380 · 📥 3.6K · 📦 46K · 📋 940 - 19% open · ⏱️ 29.06.2023): ``` git clone https://github.com/getsentry/sentry-python ``` - [PyPi](https://pypi.org/project/sentry-sdk) (📥 16M / month): ``` pip install sentry-sdk ``` - [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 500K · ⏱️ 16.06.2023): ``` conda install -c conda-forge sentry-sdk ```

loguru (🥈37 · ⭐ 15K) - Python logging made (stupidly) simple. MIT

- [GitHub](https://github.com/Delgan/loguru) (👨‍💻 43 · 🔀 610 · 📦 56K · 📋 790 - 13% open · ⏱️ 02.06.2023): ``` git clone https://github.com/Delgan/loguru ``` - [PyPi](https://pypi.org/project/loguru) (📥 8.8M / month): ``` pip install loguru ``` - [Conda](https://anaconda.org/conda-forge/loguru) (📥 1.3M · ⏱️ 16.06.2023): ``` conda install -c conda-forge loguru ```

python-json-logger (🥈34 · ⭐ 1.5K) - Json Formatter for the standard python logger. BSD-2

- [GitHub](https://github.com/madzak/python-json-logger) (👨‍💻 63 · 🔀 210 · 📦 55K · 📋 94 - 5% open · ⏱️ 28.02.2023): ``` git clone https://github.com/madzak/python-json-logger ``` - [PyPi](https://pypi.org/project/python-json-logger) (📥 16M / month): ``` pip install python-json-logger ``` - [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 4.4M · ⏱️ 16.06.2023): ``` conda install -c conda-forge python-json-logger ```

tabulate (🥈32 · ⭐ 1.7K) - Pretty-print tabular data in Python, a library and a command-line.. MIT

- [GitHub](https://github.com/astanin/python-tabulate) (👨‍💻 84 · 🔀 130 · 📦 130K · 📋 190 - 30% open · ⏱️ 30.04.2023): ``` git clone https://github.com/astanin/python-tabulate ``` - [PyPi](https://pypi.org/project/tabulate) (📥 48M / month): ``` pip install tabulate ``` - [Conda](https://anaconda.org/conda-forge/tabulate) (📥 5.1M · ⏱️ 16.06.2023): ``` conda install -c conda-forge tabulate ```

progressbar2 (🥈32 · ⭐ 820) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3

- [GitHub](https://github.com/wolph/python-progressbar) (👨‍💻 42 · 🔀 97 · 📥 2K · 📦 29K · 📋 210 - 5% open · ⏱️ 18.03.2023): ``` git clone https://github.com/WoLpH/python-progressbar ``` - [PyPi](https://pypi.org/project/progressbar2) (📥 19M / month · 📦 1.5K · ⏱️ 05.01.2022): ``` pip install progressbar2 ``` - [Conda](https://anaconda.org/conda-forge/progressbar2) (📥 960K · ⏱️ 16.06.2023): ``` conda install -c conda-forge progressbar2 ```

alive-progress (🥉31 · ⭐ 4.5K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT

- [GitHub](https://github.com/rsalmei/alive-progress) (👨‍💻 7 · 🔀 180 · 📦 2K · 📋 200 - 8% open · ⏱️ 01.06.2023): ``` git clone https://github.com/rsalmei/alive-progress ``` - [PyPi](https://pypi.org/project/alive-progress) (📥 290K / month · 📦 190 · ⏱️ 02.01.2023): ``` pip install alive-progress ``` - [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 36K · ⏱️ 01.06.2023): ``` conda install -c conda-forge alive-progress ```

colorlog (🥉30 · ⭐ 810 · 💤) - A colored formatter for the python logging module. MIT

- [GitHub](https://github.com/borntyping/python-colorlog) (👨‍💻 30 · 🔀 81 · 📦 26K · 📋 74 - 1% open · ⏱️ 29.08.2022): ``` git clone https://github.com/borntyping/python-colorlog ``` - [PyPi](https://pypi.org/project/colorlog) (📥 7.1M / month): ``` pip install colorlog ``` - [Conda](https://anaconda.org/conda-forge/colorlog) (📥 1.5M · ⏱️ 22.06.2023): ``` conda install -c conda-forge colorlog ```

wasabi (🥉29 · ⭐ 420) - A lightweight console printing and formatting toolkit. MIT

- [GitHub](https://github.com/explosion/wasabi) (👨‍💻 13 · 🔀 25 · 📦 30K · 📋 9 - 44% open · ⏱️ 07.06.2023): ``` git clone https://github.com/ines/wasabi ``` - [PyPi](https://pypi.org/project/wasabi) (📥 4M / month): ``` pip install wasabi ``` - [Conda](https://anaconda.org/conda-forge/wasabi) (📥 1.1M · ⏱️ 07.06.2023): ``` conda install -c conda-forge wasabi ```

notifiers (🥉27 · ⭐ 2.5K · 💤) - The easy way to send notifications. MIT

- [GitHub](https://github.com/liiight/notifiers) (👨‍💻 19 · 🔀 97 · 📦 1K · 📋 110 - 37% open · ⏱️ 14.07.2022): ``` git clone https://github.com/liiight/notifiers ``` - [PyPi](https://pypi.org/project/notifiers) (📥 330K / month · 📦 24 · ⏱️ 10.02.2022): ``` pip install notifiers ``` - [Conda](https://anaconda.org/conda-forge/notifiers) (📥 33K · ⏱️ 16.06.2023): ``` conda install -c conda-forge notifiers ```

stackprinter (🥉25 · ⭐ 1.2K) - Debugging-friendly exceptions for Python. MIT

- [GitHub](https://github.com/cknd/stackprinter) (👨‍💻 7 · 🔀 34 · 📦 270 · 📋 27 - 22% open · ⏱️ 20.02.2023): ``` git clone https://github.com/cknd/stackprinter ``` - [PyPi](https://pypi.org/project/stackprinter) (📥 410K / month): ``` pip install stackprinter ``` - [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 5.6K · ⏱️ 16.06.2023): ``` conda install -c conda-forge stackprinter ```

python-devtools (🥉23 · ⭐ 760) - Dev tools for python. MIT

- [GitHub](https://github.com/samuelcolvin/python-devtools) (👨‍💻 12 · 🔀 36 · 📦 1.5K · 📋 51 - 23% open · ⏱️ 23.05.2023): ``` git clone https://github.com/samuelcolvin/python-devtools ``` - [PyPi](https://pypi.org/project/python-devtools) (📥 740 / month · 📦 1 · ⏱️ 21.08.2017): ``` pip install python-devtools ``` - [Conda](https://anaconda.org/conda-forge/python-devtools) (📥 15K · ⏱️ 16.06.2023): ``` conda install -c conda-forge python-devtools ```

better-exceptions (🥉21 · ⭐ 4.4K) - Pretty and useful exceptions in Python, automatically. MIT

- [GitHub](https://github.com/Qix-/better-exceptions) (👨‍💻 17 · 🔀 200 · 📋 71 - 35% open · ⏱️ 05.01.2023): ``` git clone https://github.com/Qix-/better-exceptions ``` - [PyPi](https://pypi.org/project/better-exceptions) (📥 96K / month): ``` pip install better-exceptions ```

Show 7 hidden projects...

- structlog (🥈35 · ⭐ 2.6K) - Simple, powerful, and fast logging for Python. ❗Unlicensed - logbook (🥈32 · ⭐ 1.4K) - A cool logging replacement for Python. ❗Unlicensed - prettytable (🥉30 · ⭐ 1.1K) - Display tabular data in a visually appealing ASCII table.. ❗Unlicensed - python-coloredlogs (🥉28 · ⭐ 510 · 💀) - Colored terminal output for Pythons logging module. MIT - rebound (🥉26 · ⭐ 4K · 💀) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT - PrettyErrors (🥉23 · ⭐ 2.6K · 💀) - Prettify Python exception output to make it legible. MIT - tbvaccine (🥉16 · ⭐ 370 · 💀) - A small utility to pretty-print Python tracebacks. MIT

## Shell

xxh (🥉24 · ⭐ 4.5K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2

- [GitHub](https://github.com/xxh/xxh) (👨‍💻 24 · 🔀 89 · 📥 1.6K · 📦 75 · 📋 78 - 24% open · ⏱️ 21.06.2023): ``` git clone https://github.com/xxh/xxh ``` - [PyPi](https://pypi.org/project/xxh-xxh) (📥 340 / month · ⏱️ 29.09.2022): ``` pip install xxh-xxh ```

Show 1 hidden projects...

- xonsh (🥇31 · ⭐ 7.1K) - Python-powered, cross-platform, Unix-gazing shell. ❗️BSD-1-Clause

## Documentation

🔗 best-of-mkdocs ( ⭐ 300) - Collection of MkDocs projects and plugins.

sphinx (🥇44 · ⭐ 5.5K) - The Sphinx documentation generator. BSD-3

- [GitHub](https://github.com/sphinx-doc/sphinx) (👨‍💻 780 · 🔀 1.9K · 📦 310K · 📋 6.6K - 19% open · ⏱️ 15.05.2023): ``` git clone https://github.com/sphinx-doc/sphinx ``` - [PyPi](https://pypi.org/project/sphinx) (📥 9.4M / month · 📦 61K · ⏱️ 02.06.2022): ``` pip install sphinx ``` - [Conda](https://anaconda.org/conda-forge/sphinx) (📥 7.8M · ⏱️ 16.06.2023): ``` conda install -c conda-forge sphinx ```

mkdocs (🥇42 · ⭐ 17K) - Project documentation with Markdown. BSD-2

- [GitHub](https://github.com/mkdocs/mkdocs) (👨‍💻 240 · 🔀 2.3K · 📦 46K · 📋 1.8K - 6% open · ⏱️ 23.06.2023): ``` git clone https://github.com/mkdocs/mkdocs ``` - [PyPi](https://pypi.org/project/mkdocs) (📥 1.8M / month · 📦 4.3K · ⏱️ 26.03.2022): ``` pip install mkdocs ``` - [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 270K · ⏱️ 16.06.2023): ``` conda install -c conda-forge mkdocs ```

mkdocs-material (🥇41 · ⭐ 14K) - Documentation that simply works. MIT

- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨‍💻 220 · 🔀 3K · 📦 34K · 📋 1.9K - 1% open · ⏱️ 29.06.2023): ``` git clone https://github.com/squidfunk/mkdocs-material ``` - [PyPi](https://pypi.org/project/mkdocs-material) (📥 2.7M / month): ``` pip install mkdocs-material ``` - [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 270K · ⏱️ 25.06.2023): ``` conda install -c conda-forge mkdocs-material ```

sphinx_rtd_theme (🥈37 · ⭐ 4.4K) - Sphinx theme for readthedocs.org. MIT

- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (👨‍💻 120 · 🔀 1.8K · 📦 16 · 📋 850 - 28% open · ⏱️ 07.06.2023): ``` git clone https://github.com/readthedocs/sphinx_rtd_theme ``` - [PyPi](https://pypi.org/project/sphinx_rtd_theme) (📥 3.8M / month · 📦 6.6K · ⏱️ 13.09.2021): ``` pip install sphinx_rtd_theme ``` - [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (📥 3.4M · ⏱️ 09.06.2023): ``` conda install -c conda-forge sphinx_rtd_theme ```

alabaster (🥈34 · ⭐ 700) - Lightweight, configurable Sphinx theme. BSD-3

- [GitHub](https://github.com/sphinx-doc/alabaster) (👨‍💻 29 · 🔀 180 · 📦 100K · 📋 120 - 52% open · ⏱️ 21.04.2023): ``` git clone https://github.com/bitprophet/alabaster ``` - [PyPi](https://pypi.org/project/alabaster) (📥 6.4M / month · 📦 7.7K · ⏱️ 13.01.2023): ``` pip install alabaster ``` - [Conda](https://anaconda.org/conda-forge/alabaster) (📥 6.2M · ⏱️ 16.06.2023): ``` conda install -c conda-forge alabaster ```

pdoc (🥈33 · ⭐ 1.6K) - API Documentation for Python Projects. Unlicense

- [GitHub](https://github.com/mitmproxy/pdoc) (👨‍💻 53 · 🔀 180 · 📦 1.9K · 📋 330 - 5% open · ⏱️ 23.06.2023): ``` git clone https://github.com/mitmproxy/pdoc ``` - [PyPi](https://pypi.org/project/pdoc) (📥 100K / month · 📦 270 · ⏱️ 08.06.2022): ``` pip install pdoc ```

mkdocstrings (🥈31 · ⭐ 1.3K) - Automatic documentation from sources, for MkDocs. ISC

- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨‍💻 36 · 🔀 94 · 📦 8.2K · 📋 340 - 13% open · ⏱️ 08.06.2023): ``` git clone https://github.com/mkdocstrings/mkdocstrings ``` - [PyPi](https://pypi.org/project/mkdocstrings) (📥 440K / month · 📦 380 · ⏱️ 27.12.2021): ``` pip install mkdocstrings ``` - [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 72K · ⏱️ 16.06.2023): ``` conda install -c conda-forge mkdocstrings ```

breathe (🥈31 · ⭐ 690) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3

- [GitHub](https://github.com/breathe-doc/breathe) (👨‍💻 110 · 🔀 180 · 📥 530 · 📦 10K · 📋 560 - 29% open · ⏱️ 28.02.2023): ``` git clone https://github.com/michaeljones/breathe ``` - [PyPi](https://pypi.org/project/breathe) (📥 330K / month · 📦 1K · ⏱️ 20.06.2022): ``` pip install breathe ``` - [Conda](https://anaconda.org/conda-forge/breathe) (📥 490K · ⏱️ 16.06.2023): ``` conda install -c conda-forge breathe ```

sphinx-autodoc-typehints (🥈31 · ⭐ 490) - Type hints support for the Sphinx autodoc extension. MIT

- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨‍💻 53 · 🔀 95 · 📦 39K · 📋 170 - 16% open · ⏱️ 27.06.2023): ``` git clone https://github.com/tox-dev/sphinx-autodoc-typehints ``` - [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 1.2M / month): ``` pip install sphinx-autodoc-typehints ``` - [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 530K · ⏱️ 16.06.2023): ``` conda install -c conda-forge sphinx-autodoc-typehints ```

sphinx-autobuild (🥈28 · ⭐ 470) - Watch a Sphinx directory and rebuild the documentation.. MIT

- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (👨‍💻 24 · 🔀 59 · 📦 18K · 📋 71 - 25% open · ⏱️ 09.02.2023): ``` git clone https://github.com/executablebooks/sphinx-autobuild ``` - [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 440K / month): ``` pip install sphinx-autobuild ``` - [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 190K · ⏱️ 16.06.2023): ``` conda install -c conda-forge sphinx-autobuild ```

Griffe (🥈27 · ⭐ 170) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC

- [GitHub](https://github.com/mkdocstrings/griffe) (👨‍💻 19 · 🔀 26 · 📦 2.4K · 📋 140 - 21% open · ⏱️ 27.06.2023): ``` git clone https://github.com/mkdocstrings/griffe ``` - [PyPi](https://pypi.org/project/griffe) (📥 500K / month): ``` pip install griffe ``` - [Conda](https://anaconda.org/conda-forge/griffe) (📥 140K · ⏱️ 19.06.2023): ``` conda install -c conda-forge griffe ```

pdoc3 (🥉26 · ⭐ 980) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0

- [GitHub](https://github.com/pdoc3/pdoc) (👨‍💻 58 · 🔀 140 · 📦 3.3K · 📋 320 - 36% open · ⏱️ 21.12.2022): ``` git clone https://github.com/pdoc3/pdoc ``` - [PyPi](https://pypi.org/project/pdoc3) (📥 250K / month · 📦 230 · ⏱️ 03.08.2021): ``` pip install pdoc3 ``` - [Conda](https://anaconda.org/anaconda/pdoc3) (📥 1.2K · ⏱️ 16.06.2023): ``` conda install -c anaconda pdoc3 ```

mkdocs-awesome-pages-plugin (🥉25 · ⭐ 330) - An MkDocs plugin that simplifies configuring page.. MIT

- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (👨‍💻 6 · 🔀 28 · 📦 2.8K · 📋 59 - 20% open · ⏱️ 08.05.2023): ``` git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin ``` - [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 110K / month): ``` pip install mkdocs-awesome-pages-plugin ```

blacken-docs (🥉24 · ⭐ 530) - Run `black` on python code blocks in documentation files. MIT

- [GitHub](https://github.com/adamchainz/blacken-docs) (👨‍💻 16 · 🔀 39 · 📋 68 - 19% open · ⏱️ 27.06.2023): ``` git clone https://github.com/asottile/blacken-docs ``` - [PyPi](https://pypi.org/project/blacken-docs) (📥 150K / month · 📦 27 · ⏱️ 16.01.2023): ``` pip install blacken-docs ``` - [Conda](https://anaconda.org/conda-forge/blacken-docs) (📥 29K · ⏱️ 13.06.2023): ``` conda install -c conda-forge blacken-docs ```

interrogate (🥉23 · ⭐ 490 · 💤) - Explain yourself! Interrogate a codebase for docstring coverage. MIT

- [GitHub](https://github.com/econchick/interrogate) (👨‍💻 12 · 🔀 36 · 📦 4.6K · 📋 51 - 47% open · ⏱️ 29.07.2022): ``` git clone https://github.com/econchick/interrogate ``` - [PyPi](https://pypi.org/project/interrogate) (📥 77K / month): ``` pip install interrogate ```

releases (🥉22 · ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2

- [GitHub](https://github.com/bitprophet/releases) (👨‍💻 10 · 🔀 35 · 📦 570 · 📋 72 - 36% open · ⏱️ 28.04.2023): ``` git clone https://github.com/bitprophet/releases ``` - [PyPi](https://pypi.org/project/releases) (📥 11K / month): ``` pip install releases ``` - [Conda](https://anaconda.org/conda-forge/sphinx-releases) (📥 49K · ⏱️ 16.06.2023): ``` conda install -c conda-forge sphinx-releases ```

sphinx-markdown-builder (🥉22 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT

- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (👨‍💻 20 · 🔀 41 · 📦 700 · ⏱️ 24.06.2023): ``` git clone https://github.com/clayrisser/sphinx-markdown-builder ``` - [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 42K / month): ``` pip install sphinx-markdown-builder ```

mkdocs-print-site-plugin (🥉22 · ⭐ 78) - MkDocs Plugin that adds an additional page that.. MIT

- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨‍💻 4 · 🔀 12 · 📦 220 · 📋 77 - 11% open · ⏱️ 15.06.2023): ``` git clone https://github.com/timvink/mkdocs-print-site-plugin ``` - [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 11K / month): ``` pip install mkdocs-print-site-plugin ```

portray (🥉20 · ⭐ 840) - Your Project with Great Documentation. MIT

- [GitHub](https://github.com/timothycrosley/portray) (👨‍💻 20 · 🔀 73 · 📦 790 · 📋 62 - 48% open · ⏱️ 03.01.2023): ``` git clone https://github.com/timothycrosley/portray ``` - [PyPi](https://pypi.org/project/portray) (📥 15K / month): ``` pip install portray ```

lazydocs (🥉19 · ⭐ 150) - Generate markdown API documentation from Google-style Python docstring... MIT

- [GitHub](https://github.com/ml-tooling/lazydocs) (👨‍💻 10 · 🔀 29 · 📦 160 · 📋 28 - 17% open · ⏱️ 11.06.2023): ``` git clone https://github.com/ml-tooling/lazydocs ``` - [PyPi](https://pypi.org/project/lazydocs) (📥 5.7K / month): ``` pip install lazydocs ```

Show 8 hidden projects...

- numpydoc (🥈27 · ⭐ 240 · 📉) - Numpys Sphinx extensions. ❗Unlicensed - sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT - pytkdocs (🥉25 · ⭐ 48 · 💀) - Load Python objects documentation. ISC - pycco (🥉24 · ⭐ 830 · 💀) - Literate-style documentation generator. MIT - mkdocs-with-pdf (🥉23 · ⭐ 240 · 💀) - Generate a single PDF file from MkDocs repository. MIT - mkdocs-pdf-export-plugin (🥉21 · ⭐ 280 · 💀) - An MkDocs plugin to export content pages as PDF files. MIT - mkdocs-git-revision-date-plugin (🥉19 · ⭐ 52 · 💀) - 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

ipdb (🥇29 · ⭐ 1.7K) - Integration of IPython pdb. BSD-3

- [GitHub](https://github.com/gotcha/ipdb) (👨‍💻 57 · 🔀 140 · 📦 46K · 📋 190 - 31% open · ⏱️ 11.04.2023): ``` git clone https://github.com/gotcha/ipdb ``` - [PyPi](https://pypi.org/project/ipdb) (📥 2.4M / month): ``` pip install ipdb ``` - [Conda](https://anaconda.org/conda-forge/ipdb) (📥 370K · ⏱️ 16.06.2023): ``` conda install -c conda-forge ipdb ```

gdbgui (🥈28 · ⭐ 9.3K · 💤) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. ❗️GPL-3.0

- [GitHub](https://github.com/cs01/gdbgui) (👨‍💻 40 · 🔀 470 · 📥 14K · 📦 300 · 📋 310 - 44% open · ⏱️ 22.06.2022): ``` git clone https://github.com/cs01/gdbgui ``` - [PyPi](https://pypi.org/project/gdbgui) (📥 51K / month): ``` pip install gdbgui ```

pdbpp (🥈28 · ⭐ 1.1K · 💤) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3

- [GitHub](https://github.com/pdbpp/pdbpp) (👨‍💻 41 · 🔀 60 · 📦 4.9K · 📋 200 - 38% open · ⏱️ 14.07.2022): ``` git clone https://github.com/pdbpp/pdbpp ``` - [PyPi](https://pypi.org/project/pdbpp) (📥 260K / month): ``` pip install pdbpp ``` - [Conda](https://anaconda.org/conda-forge/pdbpp) (📥 99K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pdbpp ```

PySnooper (🥉24 · ⭐ 16K) - Never use print for debugging again. MIT

- [GitHub](https://github.com/cool-RR/PySnooper) (👨‍💻 27 · 🔀 930 · 📋 120 - 19% open · ⏱️ 12.04.2023): ``` git clone https://github.com/cool-RR/PySnooper ``` - [PyPi](https://pypi.org/project/pysnooper) (📥 360K / month): ``` pip install pysnooper ``` - [Conda](https://anaconda.org/conda-forge/pysnooper) (📥 66K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pysnooper ```

icecream (🥉23 · ⭐ 6.8K) - Never use print() to debug again. MIT

- [GitHub](https://github.com/gruns/icecream) (👨‍💻 21 · 🔀 140 · 📋 100 - 33% open · ⏱️ 04.12.2022): ``` git clone https://github.com/gruns/icecream ``` - [PyPi](https://pypi.org/project/icecream) (📥 260K / month): ``` pip install icecream ``` - [Conda](https://anaconda.org/conda-forge/icecream) (📥 17K · ⏱️ 16.06.2023): ``` conda install -c conda-forge icecream ```

python-hunter (🥉23 · ⭐ 740) - Hunter is a flexible code tracing toolkit. BSD-2

- [GitHub](https://github.com/ionelmc/python-hunter) (👨‍💻 9 · 🔀 42 · 📦 140 · 📋 94 - 42% open · ⏱️ 26.04.2023): ``` git clone https://github.com/ionelmc/python-hunter ``` - [PyPi](https://pypi.org/project/hunter) (📥 8K / month): ``` pip install hunter ``` - [Conda](https://anaconda.org/conda-forge/hunter) (📥 43K · ⏱️ 16.06.2023): ``` conda install -c conda-forge hunter ```

python-manhole (🥉22 · ⭐ 340) - Debugging manhole for python applications. BSD-2

- [GitHub](https://github.com/ionelmc/python-manhole) (👨‍💻 11 · 🔀 21 · 📦 250 · 📋 22 - 31% open · ⏱️ 17.12.2022): ``` git clone https://github.com/ionelmc/python-manhole ``` - [PyPi](https://pypi.org/project/manhole) (📥 13K / month): ``` pip install manhole ``` - [Conda](https://anaconda.org/conda-forge/manhole) (📥 16K · ⏱️ 16.06.2023): ``` conda install -c conda-forge manhole ```

pyrasite (🥉21 · ⭐ 2.7K) - Inject code into running Python processes. ❗️GPL-3.0

- [GitHub](https://github.com/lmacken/pyrasite) (👨‍💻 23 · 🔀 200 · 📦 49 · 📋 56 - 71% open · ⏱️ 03.03.2023): ``` git clone https://github.com/lmacken/pyrasite ``` - [PyPi](https://pypi.org/project/pyrasite) (📥 21K / month): ``` pip install pyrasite ```

snoop (🥉19 · ⭐ 940) - A powerful set of Python debugging tools, based on PySnooper. MIT

- [GitHub](https://github.com/alexmojaki/snoop) (👨‍💻 22 · 🔀 32 · 📋 50 - 44% open · ⏱️ 22.12.2022): ``` git clone https://github.com/alexmojaki/snoop ``` - [PyPi](https://pypi.org/project/snoop) (📥 42K / month): ``` pip install snoop ``` - [Conda](https://anaconda.org/conda-forge/snoop) (📥 3.8K · ⏱️ 16.06.2023): ``` conda install -c conda-forge snoop ```

reloadium (🥉15 · ⭐ 2.4K) - ChatGPT, Hot Reloading and Profiling for Python. Apache-2

- [GitHub](https://github.com/reloadware/reloadium) (👨‍💻 2 · 🔀 44 · 📋 100 - 11% open · ⏱️ 16.05.2023): ``` git clone https://github.com/reloadware/reloadium ``` - [PyPi](https://pypi.org/project/reloadium) (📥 2.4K / month): ``` pip install reloadium ```

Show 3 hidden projects...

- pudb (🥇30 · ⭐ 2.7K) - Full-screen console debugger for Python. ❗Unlicensed - pyelftools (🥇29 · ⭐ 1.7K) - Parsing ELF and DWARF in Python. ❗Unlicensed - Birdseye (🥉17 · ⭐ 1.6K · 💀) - Graphical Python debugger which lets you easily view the values of.. MIT

## Testing Tools

🔗 best-of-web-python - Testing ( ⭐ 1.9K) - Testing libraries & tools for python web frameworks. 🔗 unittest - Unittest is a test framework included in the Python standard library.

pytest (🥇47 · ⭐ 10K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT

- [GitHub](https://github.com/pytest-dev/pytest) (👨‍💻 880 · 🔀 2.4K · 📦 950K · 📋 5.4K - 15% open · ⏱️ 28.06.2023): ``` git clone https://github.com/pytest-dev/pytest ``` - [PyPi](https://pypi.org/project/pytest) (📥 61M / month · 📦 11K · ⏱️ 06.12.2017): ``` pip install pytest ``` - [Conda](https://anaconda.org/conda-forge/pytest) (📥 21M · ⏱️ 25.06.2023): ``` conda install -c conda-forge pytest ```

robotframework (🥇41 · ⭐ 8.2K) - Generic automation framework for acceptance testing and RPA. Apache-2

- [GitHub](https://github.com/robotframework/robotframework) (👨‍💻 180 · 🔀 2.1K · 📥 550 · 📦 7.9K · 📋 4.2K - 6% open · ⏱️ 13.06.2023): ``` git clone https://github.com/robotframework/robotframework ``` - [PyPi](https://pypi.org/project/robotframework) (📥 1.8M / month): ``` pip install robotframework ``` - [Conda](https://anaconda.org/conda-forge/robotframework) (📥 130K · ⏱️ 12.06.2023): ``` conda install -c conda-forge robotframework ```

tox (🥇39 · ⭐ 3.3K) - Command line driven CI frontend and development task automation tool. MIT

- [GitHub](https://github.com/tox-dev/tox) (👨‍💻 280 · 🔀 480 · 📦 100K · 📋 1.6K - 5% open · ⏱️ 27.06.2023): ``` git clone https://github.com/tox-dev/tox ``` - [PyPi](https://pypi.org/project/tox) (📥 12M / month · 📦 22K · ⏱️ 01.09.2020): ``` pip install tox ``` - [Conda](https://anaconda.org/conda-forge/tox) (📥 730K · ⏱️ 16.06.2023): ``` conda install -c conda-forge tox ```

pytest-xdist (🥇36 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT

- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨‍💻 90 · 🔀 200 · 📋 550 - 40% open · ⏱️ 27.06.2023): ``` git clone https://github.com/pytest-dev/pytest-xdist ``` - [PyPi](https://pypi.org/project/pytest-xdist) (📥 8.6M / month · 📦 5K · ⏱️ 10.12.2021): ``` pip install pytest-xdist ``` - [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 4.9M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-xdist ```

pytest-cov (🥈35 · ⭐ 1.5K) - Coverage plugin for pytest. MIT

- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨‍💻 86 · 🔀 200 · 📦 260K · 📋 360 - 34% open · ⏱️ 24.05.2023): ``` git clone https://github.com/pytest-dev/pytest-cov ``` - [PyPi](https://pypi.org/project/pytest-cov) (📥 24M / month · 📦 32K · ⏱️ 04.10.2021): ``` pip install pytest-cov ``` - [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 8.8M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-cov ```

pyautogui (🥈34 · ⭐ 8.3K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3

- [GitHub](https://github.com/asweigart/pyautogui) (👨‍💻 52 · 🔀 1.1K · 📦 25K · 📋 640 - 64% open · ⏱️ 07.06.2023): ``` git clone https://github.com/asweigart/pyautogui ``` - [PyPi](https://pypi.org/project/pyautogui) (📥 620K / month): ``` pip install pyautogui ``` - [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 200K · ⏱️ 12.06.2023): ``` conda install -c conda-forge pyautogui ```

mimesis (🥈34 · ⭐ 4K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT

- [GitHub](https://github.com/lk-geimfari/mimesis) (👨‍💻 120 · 🔀 310 · 📥 440 · 📦 1.4K · 📋 320 - 1% open · ⏱️ 16.06.2023): ``` git clone https://github.com/lk-geimfari/mimesis ``` - [PyPi](https://pypi.org/project/mimesis) (📥 120K / month): ``` pip install mimesis ``` - [Conda](https://anaconda.org/conda-forge/mimesis) (📥 130K · ⏱️ 16.06.2023): ``` conda install -c conda-forge mimesis ```

pytest-mock (🥈34 · ⭐ 1.6K) - Thin-wrapper around the mock package for easier use with pytest. MIT

- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨‍💻 66 · 🔀 130 · 📦 65K · 📋 140 - 7% open · ⏱️ 27.06.2023): ``` git clone https://github.com/pytest-dev/pytest-mock ``` - [PyPi](https://pypi.org/project/pytest-mock) (📥 10M / month · 📦 4.8K · ⏱️ 05.07.2022): ``` pip install pytest-mock ``` - [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 2.1M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-mock ```

pytest-asyncio (🥈33 · ⭐ 1.2K) - Asyncio support for pytest. Apache-2

- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨‍💻 42 · 🔀 120 · 📥 140 · 📋 240 - 12% open · ⏱️ 27.06.2023): ``` git clone https://github.com/pytest-dev/pytest-asyncio ``` - [PyPi](https://pypi.org/project/pytest-asyncio) (📥 5.9M / month · 📦 860 · ⏱️ 03.05.2020): ``` pip install pytest-asyncio ``` - [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 1.7M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-asyncio ```

playwright-python (🥈32 · ⭐ 8.9K) - Python version of the Playwright testing and automation.. Apache-2

- [GitHub](https://github.com/microsoft/playwright-python) (👨‍💻 32 · 🔀 730 · 📋 1.1K - 4% open · ⏱️ 16.06.2023): ``` git clone https://github.com/microsoft/playwright-python ``` - [PyPi](https://pypi.org/project/playwright) (📥 880K / month · 📦 180 · ⏱️ 13.05.2022): ``` pip install playwright ```

nox (🥈32 · ⭐ 1.1K) - Flexible test automation for Python. Apache-2

- [GitHub](https://github.com/wntrblm/nox) (👨‍💻 86 · 🔀 140 · 📦 4.2K · 📋 320 - 16% open · ⏱️ 23.06.2023): ``` git clone https://github.com/theacodes/nox ``` - [PyPi](https://pypi.org/project/nox) (📥 990K / month · 📦 260 · ⏱️ 07.01.2022): ``` pip install nox ``` - [Conda](https://anaconda.org/conda-forge/nox) (📥 190K · ⏱️ 16.06.2023): ``` conda install -c conda-forge nox ```

pytest-sugar (🥈31 · ⭐ 1.1K) - a plugin for py.test that changes the default look and feel.. BSD-3

- [GitHub](https://github.com/Teemu/pytest-sugar) (👨‍💻 49 · 🔀 69 · 📥 5 · 📦 22K · 📋 110 - 20% open · ⏱️ 10.06.2023): ``` git clone https://github.com/Teemu/pytest-sugar ``` - [PyPi](https://pypi.org/project/pytest-sugar) (📥 980K / month · 📦 2.7K · ⏱️ 05.11.2022): ``` pip install pytest-sugar ``` - [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 200K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-sugar ```

asv (🥈31 · ⭐ 780) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3

- [GitHub](https://github.com/airspeed-velocity/asv) (👨‍💻 75 · 🔀 170 · 📦 950 · 📋 550 - 28% open · ⏱️ 10.06.2023): ``` git clone https://github.com/airspeed-velocity/asv ``` - [PyPi](https://pypi.org/project/asv) (📥 33K / month · 📦 67 · ⏱️ 06.02.2022): ``` pip install asv ``` - [Conda](https://anaconda.org/conda-forge/asv) (📥 720K · ⏱️ 16.06.2023): ``` conda install -c conda-forge asv ```

pytest-bdd (🥈30 · ⭐ 1.2K) - BDD library for the py.test runner. MIT

- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨‍💻 54 · 🔀 190 · 📦 2.9K · 📋 320 - 39% open · ⏱️ 04.04.2023): ``` git clone https://github.com/pytest-dev/pytest-bdd ``` - [PyPi](https://pypi.org/project/pytest-bdd) (📥 700K / month · 📦 180 · ⏱️ 08.11.2022): ``` pip install pytest-bdd ``` - [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 54K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-bdd ```

coveralls-python (🥉29 · ⭐ 520) - Show coverage stats online via coveralls.io. MIT

- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨‍💻 64 · 🔀 180 · 📦 32K · 📋 160 - 8% open · ⏱️ 03.05.2023): ``` git clone https://github.com/TheKevJames/coveralls-python ``` - [PyPi](https://pypi.org/project/coveralls) (📥 440K / month): ``` pip install coveralls ``` - [Conda](https://anaconda.org/conda-forge/coveralls) (📥 950K · ⏱️ 16.06.2023): ``` conda install -c conda-forge coveralls ```

ddt (🥉29 · ⭐ 430 · 💤) - Data-Driven Tests for Python Unittest. MIT

- [GitHub](https://github.com/datadriventests/ddt) (👨‍💻 37 · 🔀 110 · 📦 5.1K · 📋 53 - 22% open · ⏱️ 10.08.2022): ``` git clone https://github.com/datadriventests/ddt ``` - [PyPi](https://pypi.org/project/ddt) (📥 360K / month · 📦 1.3K · ⏱️ 24.05.2022): ``` pip install ddt ``` - [Conda](https://anaconda.org/conda-forge/ddt) (📥 85K · ⏱️ 16.06.2023): ``` conda install -c conda-forge ddt ```

pytest-testinfra (🥉28 · ⭐ 2.2K) - Testinfra test your infrastructures. Apache-2

- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨‍💻 130 · 🔀 320 · 📋 330 - 36% open · ⏱️ 26.05.2023): ``` git clone https://github.com/pytest-dev/pytest-testinfra ``` - [PyPi](https://pypi.org/project/pytest-testinfra) (📥 220K / month · 📦 8 · ⏱️ 19.06.2022): ``` pip install pytest-testinfra ``` - [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (📥 12K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-testinfra ```

pytest-benchmark (🥉28 · ⭐ 1.1K) - py.test fixture for benchmarking code. BSD-2

- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨‍💻 39 · 🔀 110 · 📦 7.1K · 📋 180 - 51% open · ⏱️ 27.04.2023): ``` git clone https://github.com/ionelmc/pytest-benchmark ``` - [PyPi](https://pypi.org/project/pytest-benchmark) (📥 720K / month · 📦 650 · ⏱️ 17.04.2021): ``` pip install pytest-benchmark ``` - [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 1.8M · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-benchmark ```

pytest-testmon (🥉27 · ⭐ 680) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0

- [GitHub](https://github.com/tarpas/pytest-testmon) (👨‍💻 23 · 🔀 45 · 📦 1.1K · 📋 140 - 18% open · ⏱️ 17.06.2023): ``` git clone https://github.com/tarpas/pytest-testmon ``` - [PyPi](https://pypi.org/project/pytest-testmon) (📥 120K / month): ``` pip install pytest-testmon ``` - [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 40K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-testmon ```

freezegun (🥉26 · ⭐ 3.7K) - Let your Python tests travel through time. Apache-2

- [GitHub](https://github.com/spulec/freezegun) (👨‍💻 110 · 🔀 240 · 📋 290 - 38% open · ⏱️ 22.02.2023): ``` git clone https://github.com/spulec/freezegun ``` - [PyPi](https://pypi.org/project/freezegun) (📥 6.3M / month): ``` pip install freezegun ``` - [Conda](https://anaconda.org/conda-forge/freezegun) (📥 1.2M · ⏱️ 16.06.2023): ``` conda install -c conda-forge freezegun ```

pytest-mypy (🥉26 · ⭐ 230) - Mypy static type checker plugin for Pytest. MIT

- [GitHub](https://github.com/realpython/pytest-mypy) (👨‍💻 16 · 🔀 33 · 📦 3.6K · 📋 62 - 16% open · ⏱️ 08.05.2023): ``` git clone https://github.com/dbader/pytest-mypy ``` - [PyPi](https://pypi.org/project/pytest-mypy) (📥 260K / month): ``` pip install pytest-mypy ``` - [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 71K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-mypy ```

factory_boy (🥉25 · ⭐ 3.1K) - A test fixtures replacement for Python. MIT

- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨‍💻 130 · 🔀 360 · 📋 550 - 30% open · ⏱️ 22.06.2023): ``` git clone https://github.com/FactoryBoy/factory_boy ``` - [PyPi](https://pypi.org/project/factory_boy) (📥 3M / month): ``` pip install factory_boy ``` - [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 130K · ⏱️ 16.06.2023): ``` conda install -c conda-forge factory_boy ```

green (🥉22 · ⭐ 770) - Green is a clean, colorful, fast python test runner. MIT

- [GitHub](https://github.com/CleanCut/green) (👨‍💻 39 · 🔀 74 · 📋 180 - 2% open · ⏱️ 18.05.2023): ``` git clone https://github.com/CleanCut/green ``` - [PyPi](https://pypi.org/project/green) (📥 11K / month): ``` pip install green ``` - [Conda](https://anaconda.org/conda-forge/green) (📥 130K · ⏱️ 16.06.2023): ``` conda install -c conda-forge green ```

pytest-randomly (🥉21 · ⭐ 520 · 📉) - Pytest plugin to randomly order tests and control random.seed. MIT

- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨‍💻 19 · 🔀 25 · 📋 57 - 8% open · ⏱️ 27.06.2023): ``` git clone https://github.com/pytest-dev/pytest-randomly ``` - [PyPi](https://pypi.org/project/pytest-randomly) (📥 790K / month): ``` pip install pytest-randomly ``` - [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 130K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-randomly ```

pytest-plugins (🥉20 · ⭐ 510 · 💤) - A grab-bag of nifty pytest plugins. MIT

- [GitHub](https://github.com/man-group/pytest-plugins) (👨‍💻 62 · 🔀 72 · 📋 110 - 45% open · ⏱️ 03.11.2022): ``` git clone https://github.com/man-group/pytest-plugins ``` - [PyPi](https://pypi.org/project/pytest-virtualenv) (📥 38K / month): ``` pip install pytest-virtualenv ``` - [Conda](https://anaconda.org/conda-forge/pytest-shutil) (📥 44K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pytest-shutil ```

xdoctest (🥉19 · ⭐ 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2

- [GitHub](https://github.com/Erotemic/xdoctest) (👨‍💻 9 · 🔀 9 · 📋 43 - 41% open · ⏱️ 19.04.2023): ``` git clone https://github.com/Erotemic/xdoctest ``` - [PyPi](https://pypi.org/project/xdoctest) (📥 76K / month): ``` pip install xdoctest ``` - [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 150K · ⏱️ 16.06.2023): ``` conda install -c conda-forge xdoctest ```

pytest-docker (🥉18 · ⭐ 340 · 💤) - Docker-based integration tests. MIT

- [GitHub](https://github.com/avast/pytest-docker) (👨‍💻 16 · 🔀 55 · 📥 110 · 📋 41 - 19% open · ⏱️ 14.09.2022): ``` git clone https://github.com/avast/pytest-docker ``` - [PyPi](https://pypi.org/project/pytest-docker) (📥 130K / month): ``` pip install pytest-docker ```

Show 14 hidden projects...

- hypothesis (🥇39 · ⭐ 6.8K) - Hypothesis is a powerful, flexible, and easy to use library.. ❗Unlicensed - nose (🥈34 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+ - pytest-html (🥈31 · ⭐ 600) - Plugin for generating HTML reports for pytest results. ❗Unlicensed - nose2 (🥈30 · ⭐ 760) - The successor to nose, based on unittest2. ❗Unlicensed - PyHamcrest (🥉29 · ⭐ 710) - Hamcrest matchers for Python. ❗Unlicensed - pytest-watch (🥉26 · ⭐ 700 · 💀) - Local continuous test runner with pytest and watchdog. MIT - uiautomator (🥉25 · ⭐ 1.9K · 💀) - Python wrapper of Android uiautomator test tool. MIT - Mamba Test Runner (🥉23 · ⭐ 510 · 💀) - The definitive testing tool for Python. Born under the.. MIT - pytest-lazy-fixture (🥉23 · ⭐ 330 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT - sixpack (🥉22 · ⭐ 1.7K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2 - pytest-datadir (🥉19 · ⭐ 210) - 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 · ⭐ 10K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0

- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨‍💻 450 · 🔀 1.8K · 📥 740K · 📦 45K · 📋 4.9K - 5% open · ⏱️ 25.06.2023): ``` git clone https://github.com/pyinstaller/pyinstaller ``` - [PyPi](https://pypi.org/project/pyinstaller) (📥 1.2M / month): ``` pip install pyinstaller ``` - [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 460K · ⏱️ 26.06.2023): ``` conda install -c conda-forge pyinstaller ```

Nuitka (🥇36 · ⭐ 9.2K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2

- [GitHub](https://github.com/Nuitka/Nuitka) (👨‍💻 140 · 🔀 480 · 📦 1.3K · 📋 1.9K - 9% open · ⏱️ 25.06.2023): ``` git clone https://github.com/Nuitka/Nuitka ``` - [PyPi](https://pypi.org/project/nuitka) (📥 65K / month): ``` pip install nuitka ``` - [Conda](https://anaconda.org/conda-forge/nuitka) (📥 530K · ⏱️ 28.06.2023): ``` conda install -c conda-forge nuitka ```

pex (🥈29 · ⭐ 2.3K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2

- [GitHub](https://github.com/pantsbuild/pex) (👨‍💻 110 · 🔀 240 · 📥 3.3M · 📋 1K - 14% open · ⏱️ 10.06.2023): ``` git clone https://github.com/pantsbuild/pex ``` - [PyPi](https://pypi.org/project/pex) (📥 770K / month): ``` pip install pex ```

briefcase (🥈28 · ⭐ 1.8K) - Tools to support converting a Python project into a standalone.. BSD-3

- [GitHub](https://github.com/beeware/briefcase) (👨‍💻 120 · 🔀 270 · 📥 140 · 📋 610 - 17% open · ⏱️ 26.06.2023): ``` git clone https://github.com/beeware/briefcase ``` - [PyPi](https://pypi.org/project/briefcase) (📥 4.3K / month): ``` pip install briefcase ```

PyOxidizer (🥈26 · ⭐ 4.8K) - A modern Python application packaging and distribution tool. MPL-2.0

- [GitHub](https://github.com/indygreg/PyOxidizer) (👨‍💻 54 · 🔀 200 · 📥 9.7K · 📦 150 · 📋 530 - 56% open · ⏱️ 21.01.2023): ``` git clone https://github.com/indygreg/PyOxidizer ``` - [PyPi](https://pypi.org/project/pyoxidizer) (📥 6.8K / month): ``` pip install pyoxidizer ```

cx_Freeze (🥈26 · ⭐ 1.1K) - Create standalone executables from Python scripts, with the.. ❗Unlicensed

- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨‍💻 100 · 🔀 200 · 📋 860 - 7% open · ⏱️ 28.06.2023): ``` git clone https://github.com/marcelotduarte/cx_Freeze ``` - [PyPi](https://pypi.org/project/cx_freeze) (📥 110K / month): ``` pip install cx_freeze ``` - [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 240K · ⏱️ 27.06.2023): ``` conda install -c conda-forge cx_freeze ```

shiv (🥉21 · ⭐ 1.6K · 💤) - shiv is a command line utility for building fully self contained Python.. BSD-2

- [GitHub](https://github.com/linkedin/shiv) (👨‍💻 39 · 🔀 80 · 📥 530 · 📋 110 - 32% open · ⏱️ 04.11.2022): ``` git clone https://github.com/linkedin/shiv ``` - [PyPi](https://pypi.org/project/shiv) (📥 19K / month): ``` pip install shiv ```

subpar (🥉13 · ⭐ 560) - Subpar is a utility for creating self-contained python executables. It.. Apache-2

- [GitHub](https://github.com/google/subpar) (👨‍💻 16 · 🔀 66 · 📋 64 - 53% open · ⏱️ 19.12.2022): ``` git clone https://github.com/google/subpar ```

Show 7 hidden projects...

- packaging (🥈34 · ⭐ 500) - Core utilities for Python packages. ❗Unlicensed - py2app (🥉24 · ⭐ 260) - py2app is a Python setuptools command which will allow you to make.. ❗Unlicensed - constructor (🥉23 · ⭐ 410) - tool for creating installers from conda packages. ❗Unlicensed - py2exe (🥉21 · ⭐ 610) - Create standalone Windows programs from Python code. ❗Unlicensed - pynsist (🥉19 · ⭐ 840 · 💀) - Build Windows installers for Python applications. ❗Unlicensed - xar (🥉18 · ⭐ 1.6K · 💤) - executable archive format. ❗Unlicensed - pyship (🥉10 · ⭐ 34) - pyship - ship Python desktop apps to end users. MIT

## Build Tools

setuptools (🥇45 · ⭐ 2.1K) - Official project repository for the Setuptools build system. MIT

- [GitHub](https://github.com/pypa/setuptools) (👨‍💻 570 · 🔀 940 · 📦 350K · 📋 2.3K - 23% open · ⏱️ 26.06.2023): ``` git clone https://github.com/pypa/setuptools ``` - [PyPi](https://pypi.org/project/setuptools) (📥 250M / month): ``` pip install setuptools ``` - [Conda](https://anaconda.org/conda-forge/setuptools) (📥 84M · ⏱️ 23.06.2023): ``` conda install -c conda-forge setuptools ```

buildbot (🥇36 · ⭐ 5.1K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0

- [GitHub](https://github.com/buildbot/buildbot) (👨‍💻 840 · 🔀 1.5K · 📥 31K · 📦 330 · 📋 1.5K - 45% open · ⏱️ 28.06.2023): ``` git clone https://github.com/buildbot/buildbot ``` - [PyPi](https://pypi.org/project/buildbot) (📥 32K / month): ``` pip install buildbot ``` - [Conda](https://anaconda.org/conda-forge/buildbot) (📥 83K · ⏱️ 16.06.2023): ``` conda install -c conda-forge buildbot ```

wheel (🥇36 · ⭐ 420) - The official binary distribution format for Python. MIT

- [GitHub](https://github.com/pypa/wheel) (👨‍💻 71 · 🔀 130 · 📦 220K · 📋 370 - 9% open · ⏱️ 28.06.2023): ``` git clone https://github.com/pypa/wheel ``` - [PyPi](https://pypi.org/project/wheel) (📥 170M / month · 📦 36K · ⏱️ 10.05.2019): ``` pip install wheel ``` - [Conda](https://anaconda.org/conda-forge/wheel) (📥 68M · ⏱️ 16.06.2023): ``` conda install -c conda-forge wheel ```

invoke (🥈35 · ⭐ 4K) - Pythonic task management & command execution. BSD-2

- [GitHub](https://github.com/pyinvoke/invoke) (👨‍💻 59 · 🔀 340 · 📦 21K · 📋 690 - 42% open · ⏱️ 14.06.2023): ``` git clone https://github.com/pyinvoke/invoke ``` - [PyPi](https://pypi.org/project/invoke) (📥 5.4M / month): ``` pip install invoke ``` - [Conda](https://anaconda.org/conda-forge/invoke) (📥 910K · ⏱️ 15.06.2023): ``` conda install -c conda-forge invoke ```

twine (🥈35 · ⭐ 1.4K) - Utilities for interacting with PyPI. Apache-2

- [GitHub](https://github.com/pypa/twine) (👨‍💻 120 · 🔀 280 · 📦 91K · 📋 460 - 9% open · ⏱️ 06.05.2023): ``` git clone https://github.com/pypa/twine ``` - [PyPi](https://pypi.org/project/twine) (📥 3.9M / month): ``` pip install twine ``` - [Conda](https://anaconda.org/conda-forge/twine) (📥 790K · ⏱️ 16.06.2023): ``` conda install -c conda-forge twine ```

scons (🥈32 · ⭐ 1.7K) - SCons - a software construction tool. MIT

- [GitHub](https://github.com/SCons/scons) (👨‍💻 150 · 🔀 270 · 📥 1.3K · 📋 3.4K - 18% open · ⏱️ 25.06.2023): ``` git clone https://github.com/SCons/scons ``` - [PyPi](https://pypi.org/project/scons) (📥 390K / month): ``` pip install scons ``` - [Conda](https://anaconda.org/conda-forge/scons) (📥 460K · ⏱️ 16.06.2023): ``` conda install -c conda-forge scons ```

flit (🥉30 · ⭐ 2K) - Simplified packaging of Python modules. BSD-3

- [GitHub](https://github.com/pypa/flit) (👨‍💻 66 · 🔀 120 · 📦 1.5K · 📋 380 - 28% open · ⏱️ 14.05.2023): ``` git clone https://github.com/pypa/flit ``` - [PyPi](https://pypi.org/project/flit) (📥 150K / month): ``` pip install flit ``` - [Conda](https://anaconda.org/conda-forge/flit) (📥 160K · ⏱️ 16.06.2023): ``` conda install -c conda-forge flit ```

doit (🥉30 · ⭐ 1.6K) - task management & automation tool. MIT

- [GitHub](https://github.com/pydoit/doit) (👨‍💻 65 · 🔀 160 · 📦 1.6K · 📋 300 - 26% open · ⏱️ 16.01.2023): ``` git clone https://github.com/pydoit/doit ``` - [PyPi](https://pypi.org/project/doit) (📥 420K / month): ``` pip install doit ``` - [Conda](https://anaconda.org/conda-forge/doit) (📥 210K · ⏱️ 16.06.2023): ``` conda install -c conda-forge doit ```

setuptools_scm (🥉28 · ⭐ 730) - the blessed package to manage your versions by scm tags. MIT

- [GitHub](https://github.com/pypa/setuptools_scm) (👨‍💻 120 · 🔀 180 · 📋 480 - 20% open · ⏱️ 23.06.2023): ``` git clone https://github.com/pypa/setuptools_scm ``` - [PyPi](https://pypi.org/project/setuptools_scm) (📥 16M / month): ``` pip install setuptools_scm ``` - [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 1.8M · ⏱️ 16.06.2023): ``` conda install -c conda-forge setuptools_scm ```

pybuilder (🥉25 · ⭐ 1.5K) - Software build automation tool for Python. Apache-2

- [GitHub](https://github.com/pybuilder/pybuilder) (👨‍💻 39 · 🔀 240 · 📋 500 - 16% open · ⏱️ 25.02.2023): ``` git clone https://github.com/pybuilder/pybuilder ``` - [PyPi](https://pypi.org/project/pybuilder) (📥 21K / month): ``` pip install pybuilder ``` - [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 48K · ⏱️ 15.06.2023): ``` conda install -c conda-forge pybuilder ```

paver (🥉24 · ⭐ 460 · 📈) - Python-based project scripting. BSD-3

- [GitHub](https://github.com/paver/paver) (👨‍💻 46 · 🔀 78 · 📋 130 - 29% open · ⏱️ 16.04.2023): ``` git clone https://github.com/paver/paver ``` - [PyPi](https://pypi.org/project/paver) (📥 54K / month · 📦 960 · ⏱️ 31.12.2017): ``` pip install paver ``` - [Conda](https://anaconda.org/conda-forge/paver) (📥 27K · ⏱️ 16.06.2023): ``` conda install -c conda-forge paver ```

universal-build (🥉14 · ⭐ 19 · 💤) - Universal build utilities for containerized build pipelines. MIT

- [GitHub](https://github.com/ml-tooling/universal-build) (👨‍💻 5 · 🔀 7 · 📥 19 · 📦 12 · ⏱️ 15.09.2022): ``` git clone https://github.com/ml-tooling/universal-build ``` - [PyPi](https://pypi.org/project/universal-build) (📥 370 / month): ``` pip install universal-build ```

Show 2 hidden projects...

- buildout (🥉22 · ⭐ 560 · 💤) - Buildout is a deployment automation tool written in and.. ❗Unlicensed - pynt (🥉18 · ⭐ 160 · 💀) - A pynt of Python build. MIT

## System Monitoring & Profiling

psutil (🥇43 · ⭐ 9.4K) - Cross-platform lib for process and system monitoring in Python. BSD-3

- [GitHub](https://github.com/giampaolo/psutil) (👨‍💻 200 · 🔀 1.3K · 📦 330K · 📋 1.6K - 14% open · ⏱️ 09.06.2023): ``` git clone https://github.com/giampaolo/psutil ``` - [PyPi](https://pypi.org/project/psutil) (📥 65M / month): ``` pip install psutil ``` - [Conda](https://anaconda.org/conda-forge/psutil) (📥 23M · ⏱️ 16.06.2023): ``` conda install -c conda-forge psutil ```

py-spy (🥈33 · ⭐ 10K) - Sampling profiler for Python programs. MIT

- [GitHub](https://github.com/benfred/py-spy) (👨‍💻 32 · 🔀 350 · 📥 13K · 📦 2.8K · 📋 300 - 38% open · ⏱️ 12.06.2023): ``` git clone https://github.com/benfred/py-spy ``` - [PyPi](https://pypi.org/project/py-spy) (📥 1.9M / month · 📦 44 · ⏱️ 07.09.2022): ``` pip install py-spy ``` - [Conda](https://anaconda.org/conda-forge/py-spy) (📥 450K · ⏱️ 16.06.2023): ``` conda install -c conda-forge py-spy ``` - [Cargo](https://crates.io/crates/py-spy) (📥 690 / month · 📦 1 · ⏱️ 07.09.2022): ``` cargo install py-spy ```

pyinstrument (🥈33 · ⭐ 5.4K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3

- [GitHub](https://github.com/joerick/pyinstrument) (👨‍💻 51 · 🔀 230 · 📦 1.5K · 📋 120 - 16% open · ⏱️ 05.06.2023): ``` git clone https://github.com/joerick/pyinstrument ``` - [PyPi](https://pypi.org/project/pyinstrument) (📥 470K / month · 📦 110 · ⏱️ 03.07.2022): ``` pip install pyinstrument ``` - [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 220K · ⏱️ 06.06.2023): ``` conda install -c conda-forge pyinstrument ```

memray (🥈31 · ⭐ 11K) - Memray is a memory profiler for Python. Apache-2

- [GitHub](https://github.com/bloomberg/memray) (👨‍💻 34 · 🔀 320 · 📦 170 · 📋 120 - 18% open · ⏱️ 27.06.2023): ``` git clone https://github.com/bloomberg/memray ``` - [PyPi](https://pypi.org/project/memray) (📥 140K / month · 📦 7 · ⏱️ 16.05.2022): ``` pip install memray ``` - [Conda](https://anaconda.org/conda-forge/memray) (📥 48K · ⏱️ 25.06.2023): ``` conda install -c conda-forge memray ```

Scalene (🥈30 · ⭐ 7.9K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

- [GitHub](https://github.com/plasma-umass/scalene) (👨‍💻 40 · 🔀 260 · 📦 460 · 📋 370 - 38% open · ⏱️ 23.06.2023): ``` git clone https://github.com/plasma-umass/scalene ``` - [PyPi](https://pypi.org/project/scalene) (📥 19K / month · 📦 4 · ⏱️ 06.01.2023): ``` pip install scalene ```

Yappi (🥈28 · ⭐ 1.2K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT

- [GitHub](https://github.com/sumerc/yappi) (👨‍💻 28 · 🔀 64 · 📦 980 · 📋 72 - 29% open · ⏱️ 29.05.2023): ``` git clone https://github.com/sumerc/yappi ``` - [PyPi](https://pypi.org/project/yappi) (📥 1.5M / month · 📦 340 · ⏱️ 20.05.2022): ``` pip install yappi ``` - [Conda](https://anaconda.org/conda-forge/yappi) (📥 160K · ⏱️ 16.06.2023): ``` conda install -c conda-forge yappi ```

line_profiler (🥉26 · ⭐ 1.9K) - Line-by-line profiling for Python. BSD-3

- [GitHub](https://github.com/pyutils/line_profiler) (👨‍💻 39 · 🔀 100 · 📋 87 - 44% open · ⏱️ 30.05.2023): ``` git clone https://github.com/pyutils/line_profiler ``` - [PyPi](https://pypi.org/project/line_profiler) (📥 370K / month · 📦 68 · ⏱️ 01.04.2022): ``` pip install line_profiler ``` - [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 410K · ⏱️ 16.06.2023): ``` conda install -c conda-forge line_profiler ```

Diamond (🥉26 · ⭐ 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT

- [GitHub](https://github.com/python-diamond/Diamond) (👨‍💻 380 · 🔀 560 · 📦 140 · 📋 240 - 27% open · ⏱️ 29.01.2023): ``` git clone https://github.com/python-diamond/Diamond ``` - [PyPi](https://pypi.org/project/diamond) (📥 8.8K / month): ``` pip install diamond ```

vprof (🥉22 · ⭐ 3.9K · 💤) - Visual profiler for Python. BSD-2

- [GitHub](https://github.com/nvdv/vprof) (👨‍💻 17 · 🔀 150 · 📦 110 · 📋 83 - 31% open · ⏱️ 15.07.2022): ``` git clone https://github.com/nvdv/vprof ``` - [PyPi](https://pypi.org/project/vprof) (📥 3.5K / month): ``` pip install vprof ```

pympler (🥉21 · ⭐ 1.1K · 💤) - Development tool to measure, monitor and analyze the memory.. Apache-2

- [GitHub](https://github.com/pympler/pympler) (👨‍💻 29 · 🔀 80 · 📋 98 - 45% open · ⏱️ 24.07.2022): ``` git clone https://github.com/pympler/pympler ``` - [PyPi](https://pypi.org/project/pympler) (📥 1.9M / month): ``` pip install pympler ``` - [Conda](https://anaconda.org/conda-forge/pympler) (📥 340K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pympler ```

Show 8 hidden projects...

- Glances (🥇36 · ⭐ 23K) - Glances an Eye on your system. A top/htop alternative for.. ❗Unlicensed - Bpytop (🥉27 · ⭐ 9.4K · 💀) - Linux/OSX/FreeBSD resource monitor. Apache-2 - memory-profiler (🥉22 · ⭐ 3.9K · 📉) - Monitor Memory usage of Python code. ❗Unlicensed - Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3 - heartrate (🥉20 · ⭐ 1.6K · 💀) - Simple real time visualisation of the execution of a Python program. MIT - pyheat (🥉16 · ⭐ 770 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT - memory_profiler (🥉16 · ⭐ 81 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed - livepython (🥉12 · ⭐ 2.5K · 💀) - Visually trace Python code in real-time. MIT

## AST Tools

astor (🥇29 · ⭐ 730) - Python AST read/write. BSD-3

- [GitHub](https://github.com/berkerpeksag/astor) (👨‍💻 33 · 🔀 94 · 📋 120 - 33% open · ⏱️ 31.12.2022): ``` git clone https://github.com/berkerpeksag/astor ``` - [PyPi](https://pypi.org/project/astor) (📥 6.5M / month · 📦 2.2K · ⏱️ 10.12.2019): ``` pip install astor ``` - [Conda](https://anaconda.org/conda-forge/astor) (📥 2.1M · ⏱️ 16.06.2023): ``` conda install -c conda-forge astor ```

executing (🥇29 · ⭐ 250) - Get information about what a Python frame is currently doing,.. MIT

- [GitHub](https://github.com/alexmojaki/executing) (👨‍💻 9 · 🔀 27 · 📦 85K · 📋 37 - 51% open · ⏱️ 27.12.2022): ``` git clone https://github.com/alexmojaki/executing ``` - [PyPi](https://pypi.org/project/executing) (📥 10M / month · 📦 140 · ⏱️ 28.08.2022): ``` pip install executing ``` - [Conda](https://anaconda.org/conda-forge/executing) (📥 7.7M · ⏱️ 16.06.2023): ``` conda install -c conda-forge executing ```

typed_ast (🥇29 · ⭐ 220 · 💤) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2

- [GitHub](https://github.com/python/typed_ast) (👨‍💻 26 · 🔀 55 · 📋 87 - 1% open · ⏱️ 08.10.2022): ``` git clone https://github.com/python/typed_ast ``` - [PyPi](https://pypi.org/project/typed_ast) (📥 8.1M / month · 📦 5.5K · ⏱️ 21.05.2022): ``` pip install typed_ast ``` - [Conda](https://anaconda.org/conda-forge/typed-ast) (📥 6M · ⏱️ 16.06.2023): ``` conda install -c conda-forge typed-ast ```

gast (🥉28 · ⭐ 130) - Python AST that abstracts the underlying Python version. BSD-3

- [GitHub](https://github.com/serge-sans-paille/gast) (👨‍💻 10 · 🔀 30 · 📦 120K · 📋 32 - 6% open · ⏱️ 29.04.2023): ``` git clone https://github.com/serge-sans-paille/gast ``` - [PyPi](https://pypi.org/project/gast) (📥 13M / month · 📦 1.9K · ⏱️ 13.11.2021): ``` pip install gast ``` - [Conda](https://anaconda.org/conda-forge/gast) (📥 2.3M · ⏱️ 16.06.2023): ``` conda install -c conda-forge gast ```

asteval (🥉26 · ⭐ 150) - minimalistic evaluator of python expression using ast module. MIT

- [GitHub](https://github.com/newville/asteval) (👨‍💻 24 · 🔀 38 · 📋 65 - 6% open · ⏱️ 19.06.2023): ``` git clone https://github.com/newville/asteval ``` - [PyPi](https://pypi.org/project/asteval) (📥 190K / month · 📦 170 · ⏱️ 24.05.2022): ``` pip install asteval ``` - [Conda](https://anaconda.org/conda-forge/asteval) (📥 290K · ⏱️ 18.06.2023): ``` conda install -c conda-forge asteval ```

Show 1 hidden projects...

- astunparse (🥇29 · ⭐ 200 · 💀) - An AST unparser for Python. BSD-3

## Others

pre-commit (🥇42 · ⭐ 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT

- [GitHub](https://github.com/pre-commit/pre-commit) (👨‍💻 150 · 🔀 730 · 📥 490K · 📦 140K · 📋 1.8K - 1% open · ⏱️ 27.06.2023): ``` git clone https://github.com/pre-commit/pre-commit ``` - [PyPi](https://pypi.org/project/pre-commit) (📥 10M / month · 📦 4.5K · ⏱️ 29.01.2023): ``` pip install pre-commit ``` - [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 3.3M · ⏱️ 14.06.2023): ``` conda install -c conda-forge pre-commit ```

--- ## Related Resources - [**Best-of lists**](https://best-of.org): Discover other best-of lists with awesome open-source projects on all kinds of topics. ## Contribution Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways: - Open an issue by selecting one of the provided categories from the [issue page](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose) and fill in the requested information. - Modify the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/blob/main/projects.yaml) with your additions or changes, and submit a pull request. This can also be done directly via the [Github UI](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the [best-of-generator](https://github.com/best-of-lists/best-of-generator) repository. If you like to create your own best-of list, we recommend to follow [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md). For more information on how to add or update projects, please read the [contribution guidelines](https://github.com/ml-tooling/best-of-python-dev/blob/main/CONTRIBUTING.md). By participating in this project, you agree to abide by its [Code of Conduct](https://github.com/ml-tooling/best-of-python-dev/blob/main/.github/CODE_OF_CONDUCT.md). ## License [![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg)](https://creativecommons.org/licenses/by-sa/4.0/)