Best-of Python Developer Tools
π A ranked list of awesome python developer tools and libraries. Updated weekly.
This curated list contains 260 awesome open-source projects with a total of 700K stars grouped into 15 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!
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## Contents
- [Linters & Style Checkers](#linters--style-checkers) _42 projects_
- [Code Formatters](#code-formatters) _7 projects_
- [Code Refactoring](#code-refactoring) _18 projects_
- [Code Security](#code-security) _8 projects_
- [Virtual Environments](#virtual-environments) _8 projects_
- [Dependency & Package Managers](#dependency--package-managers) _11 projects_
- [Code Metrics & Complexity](#code-metrics--complexity) _6 projects_
- [Logging](#logging) _21 projects_
- [Documentation](#documentation) _29 projects_
- [Debugging Tools](#debugging-tools) _14 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) _17 projects_
- [AST Tools](#ast-tools) _5 projects_
- [Others](#others) _1 projects_
## Explanation
- π₯π₯π₯ Combined project-quality score
- βοΈ Star count from GitHub
- π£ New project _(less than 6 months old)_
- π€ Inactive project _(6 months no activity)_
- π Dead project _(12 months no activity)_
- ππ Project is trending up or down
- β Project was recently added
- βοΈ Warning _(e.g. missing/risky license)_
- π¨βπ» Contributors count from GitHub
- π Fork count from GitHub
- π Issue count from GitHub
- β±οΈ Last update timestamp on package manager
- π₯ Download count from package manager
- π¦ Number of dependent projects
- 
Flake8 related project
- 
Pytest related project
- 
Pylint related project
- 
Sphinx related project
- 
MkDocs related project
## Linters & Style Checkers
mypy (π₯43 Β· β 13K) - Optional static typing for Python. MIT
- [GitHub](https://github.com/python/mypy) (π¨βπ» 560 Β· π 2.1K Β· π¦ 74K Β· π 7.8K - 27% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/python/mypy
```
- [PyPi](https://pypi.org/project/mypy) (π₯ 13M / month Β· π¦ 5.9K Β· β±οΈ 27.04.2022):
```
pip install mypy
```
- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 1.8M Β· β±οΈ 13.05.2022):
```
conda install -c conda-forge mypy
```
pylint (π₯40 Β· β 4K) - Its not just a linter that annoys you!. βοΈGPL-2.0
- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 450 Β· π 850 Β· π 4.2K - 17% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/PyCQA/pylint
```
- [PyPi](https://pypi.org/project/pylint) (π₯ 11M / month Β· π¦ 21K Β· β±οΈ 10.05.2022):
```
pip install pylint
```
- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 2.8M Β· β±οΈ 17.05.2022):
```
conda install -c conda-forge pylint
```
flake8 (π₯39 Β· β 2K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 200 Β· π¦ 260K Β· π 1.4K - 2% open Β· β±οΈ 09.05.2022):
```
git clone https://github.com/PyCQA/flake8
```
- [PyPi](https://pypi.org/project/flake8) (π₯ 17M / month Β· π¦ 41K Β· β±οΈ 11.10.2021):
```
pip install flake8
```
- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 4.1M Β· β±οΈ 08.03.2022):
```
conda install -c conda-forge flake8
```
pycodestyle (π₯37 Β· β 4.6K Β· π) - Simple Python style checker in one Python file. βοΈSaxpath
- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 610 Β· π¦ 220K Β· π 680 - 16% open Β· β±οΈ 09.05.2022):
```
git clone https://github.com/PyCQA/pycodestyle
```
- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 25M / month Β· π¦ 11K Β· β±οΈ 11.10.2021):
```
pip install pycodestyle
```
- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 4.3M Β· β±οΈ 11.10.2021):
```
conda install -c conda-forge pycodestyle
```
pyright (π₯35 Β· β 8K) - Static type checker for Python. MIT
- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 77 Β· π 450 Β· π¦ 260 Β· π 2.8K - 0% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/Microsoft/pyright
```
- [npm](https://www.npmjs.com/package/pyright) (π₯ 280K / month Β· π¦ 3 Β· β±οΈ 14.05.2022):
```
npm install pyright
```
wemake-python-styleguide (π₯34 Β· β 1.9K Β· π) - The strictest and most opinionated python linter ever!. MIT
- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 170 Β· π 330 Β· π¦ 1.3K Β· π 1K - 8% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 130K / month Β· π¦ 25 Β· β±οΈ 11.03.2022):
```
pip install wemake-python-styleguide
```
pyflakes (π₯34 Β· β 1.1K Β· π) - A simple program which checks Python source files for errors. MIT
- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 80 Β· π 160 Β· π¦ 130K Β· π 460 - 18% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/PyCQA/pyflakes
```
- [PyPi](https://pypi.org/project/pyflakes) (π₯ 17M / month Β· π¦ 14K Β· β±οΈ 06.10.2021):
```
pip install pyflakes
```
- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 4.1M Β· β±οΈ 07.10.2021):
```
conda install -c conda-forge pyflakes
```
pyre-check (π₯33 Β· β 5.9K) - Performant type-checking for python. MIT
- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 200 Β· π 380 Β· π 320 - 30% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/facebook/pyre-check
```
- [PyPi](https://pypi.org/project/pyre-check) (π₯ 46K / month Β· π¦ 32 Β· β±οΈ 23.04.2022):
```
pip install pyre-check
```
pytype (π₯33 Β· β 3.7K) - A static type analyzer for Python code. Apache-2
- [GitHub](https://github.com/google/pytype) (π¨βπ» 73 Β· π 240 Β· π 520 - 18% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/google/pytype
```
- [PyPi](https://pypi.org/project/pytype) (π₯ 170K / month Β· π¦ 96 Β· β±οΈ 10.05.2022):
```
pip install pytype
```
- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 73K Β· β±οΈ 11.05.2022):
```
conda install -c conda-forge pytype
```
pydocstyle (π₯31 Β· β 890 Β· π) - docstring style checker. MIT
- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 81 Β· π 160 Β· π₯ 56 Β· π¦ 26K Β· π 290 - 28% open Β· β±οΈ 05.04.2022):
```
git clone https://github.com/PyCQA/pydocstyle
```
- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 2.1M / month Β· π¦ 2.4K Β· β±οΈ 17.05.2021):
```
pip install pydocstyle
```
- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 660K Β· β±οΈ 18.05.2021):
```
conda install -c conda-forge pydocstyle
```
pylint-django (π₯31 Β· β 510) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 64 Β· π 110 Β· π₯ 210 Β· π¦ 18K Β· π 200 - 19% open Β· β±οΈ 12.04.2022):
```
git clone https://github.com/PyCQA/pylint-django
```
- [PyPi](https://pypi.org/project/pylint-django) (π₯ 740K / month Β· π¦ 1.2K Β· β±οΈ 25.03.2022):
```
pip install pylint-django
```
- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 91K Β· β±οΈ 07.04.2022):
```
conda install -c conda-forge pylint-django
```
parso (π₯31 Β· β 500) - A Python Parser. MIT
- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 44 Β· π 83 Β· π¦ 200K Β· π 100 - 6% open Β· β±οΈ 14.02.2022):
```
git clone https://github.com/davidhalter/parso
```
- [PyPi](https://pypi.org/project/parso) (π₯ 16M / month Β· π¦ 5.9K Β· β±οΈ 30.11.2021):
```
pip install parso
```
- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 7.6M Β· β±οΈ 01.12.2021):
```
conda install -c conda-forge parso
```
flake8-bugbear (π₯30 Β· β 730) - A plugin for Flake8 finding likely bugs and design problems.. MIT
- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 54 Β· π 61 Β· π¦ 8.3K Β· π 130 - 29% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.5M / month Β· π¦ 920 Β· β±οΈ 25.04.2022):
```
pip install flake8-bugbear
```
- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 570K Β· β±οΈ 26.04.2022):
```
conda install -c conda-forge flake8-bugbear
```
coala (π₯28 Β· β 3.3K Β· π€) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
- [GitHub](https://github.com/coala/coala) (π¨βπ» 480 Β· π 1.4K Β· π₯ 150 Β· π¦ 10 Β· π 3.2K - 26% open Β· β±οΈ 11.06.2021):
```
git clone https://github.com/coala/coala
```
- [PyPi](https://pypi.org/project/coala-bears) (π₯ 3.8K / month Β· π¦ 100 Β· β±οΈ 10.11.2017):
```
pip install coala-bears
```
pylama (π₯28 Β· β 890) - Code audit tool for python. MIT
- [GitHub](https://github.com/klen/pylama) (π¨βπ» 48 Β· π 91 Β· π¦ 3.8K Β· π 130 - 30% open Β· β±οΈ 11.03.2022):
```
git clone https://github.com/klen/pylama
```
- [PyPi](https://pypi.org/project/pylama) (π₯ 100K / month Β· π¦ 590 Β· β±οΈ 11.03.2022):
```
pip install pylama
```
hacking (π₯28 Β· β 220) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 180 Β· π 66 Β· β±οΈ 28.03.2022):
```
git clone https://github.com/openstack/hacking
```
- [PyPi](https://pypi.org/project/hacking) (π₯ 210K / month Β· π¦ 4.4K Β· β±οΈ 21.04.2021):
```
pip install hacking
```
mypy-protobuf (π₯27 Β· β 460) - open source tools to generate mypy stubs from protobufs. Apache-2
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 32 Β· π 66 Β· π 100 - 4% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/dropbox/mypy-protobuf
```
- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 850K / month Β· π¦ 56 Β· β±οΈ 23.01.2022):
```
pip install mypy-protobuf
```
- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 39K Β· β±οΈ 24.01.2022):
```
conda install -c conda-forge mypy-protobuf
```
check-manifest (π₯27 Β· β 260) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 21 Β· π 34 Β· π¦ 7.5K Β· π 92 - 20% open Β· β±οΈ 20.04.2022):
```
git clone https://github.com/mgedmin/check-manifest
```
- [PyPi](https://pypi.org/project/check-manifest) (π₯ 190K / month Β· π¦ 2.6K Β· β±οΈ 13.03.2022):
```
pip install check-manifest
```
- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 44K Β· β±οΈ 13.03.2022):
```
conda install -c conda-forge check-manifest
```
beartype (π₯26 Β· β 1.1K) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 9 Β· π 22 Β· π 100 - 17% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/beartype/beartype
```
- [PyPi](https://pypi.org/project/beartype) (π₯ 92K / month Β· π¦ 30 Β· β±οΈ 15.03.2022):
```
pip install beartype
```
- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 13K Β· β±οΈ 15.03.2022):
```
conda install -c conda-forge beartype
```
darglint (π₯26 Β· β 410 Β· π€) - A python documentation linter which checks that the docstring.. MIT
- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 22 Β· π 36 Β· π¦ 2.4K Β· π 150 - 34% open Β· β±οΈ 18.10.2021):
```
git clone https://github.com/terrencepreilly/darglint
```
- [PyPi](https://pypi.org/project/darglint) (π₯ 330K / month Β· π¦ 53 Β· β±οΈ 18.10.2021):
```
pip install darglint
```
- [Conda](https://anaconda.org/conda-forge/darglint) (π₯ 34K Β· β±οΈ 05.11.2021):
```
conda install -c conda-forge darglint
```
flake8-comprehensions (π₯26 Β· β 350) - A flake8 plugin to help you write better.. MIT
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 13 Β· π 17 Β· π 45 - 15% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 700K / month Β· π¦ 550 Β· β±οΈ 19.05.2022):
```
pip install flake8-comprehensions
```
- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 550K Β· β±οΈ 11.05.2022):
```
conda install -c conda-forge flake8-comprehensions
```
flake8-isort (π₯26 Β· β 130) - flake8 plugin that integrates isort. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 33 Β· π 46 Β· π¦ 5.6K Β· π 52 - 21% open Β· β±οΈ 27.04.2022):
```
git clone https://github.com/gforcada/flake8-isort
```
- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 620K / month Β· π¦ 610 Β· β±οΈ 14.10.2021):
```
pip install flake8-isort
```
- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 17K Β· β±οΈ 14.10.2021):
```
conda install -c conda-forge flake8-isort
```
flake8-quotes (π₯25 Β· β 140 Β· π€) - Flake8 extension for checking quotes in python. MIT
- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 30 Β· π 33 Β· π¦ 5K Β· π 44 - 6% open Β· β±οΈ 19.10.2021):
```
git clone https://github.com/zheller/flake8-quotes
```
- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 680K / month Β· π¦ 820 Β· β±οΈ 15.12.2021):
```
pip install flake8-quotes
```
- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (π₯ 600K Β· β±οΈ 19.10.2021):
```
conda install -c conda-forge flake8-quotes
```
flake8-eradicate (π₯24 Β· β 250) - Flake8 plugin to find commented out or dead code. MIT
- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 14 Β· π 10 Β· π 30 - 6% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 360K / month Β· π¦ 88 Β· β±οΈ 26.04.2022):
```
pip install flake8-eradicate
```
- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (π₯ 1.3K Β· β±οΈ 19.10.2021):
```
conda install -c conda-forge flake8-eradicate
```
flake8-black (π₯24 Β· β 130) - flake8 plugin to run black for checking Python coding style. MIT
- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 9 Β· π 9 Β· π¦ 2.2K Β· π 25 - 12% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/peterjc/flake8-black
```
- [PyPi](https://pypi.org/project/flake8-black) (π₯ 460K / month Β· π¦ 170 Β· β±οΈ 16.05.2022):
```
pip install flake8-black
```
- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 240K Β· β±οΈ 16.05.2022):
```
conda install -c conda-forge flake8-black
```
flake8-commas (π₯23 Β· β 130 Β· π€) - Flake8 extension for enforcing trailing commas in python. MIT
- [GitHub](https://github.com/PyCQA/flake8-commas) (π¨βπ» 12 Β· π 23 Β· π¦ 3K Β· π 31 - 16% open Β· β±οΈ 13.10.2021):
```
git clone https://github.com/PyCQA/flake8-commas
```
- [PyPi](https://pypi.org/project/flake8-commas) (π₯ 300K / month Β· π¦ 330 Β· β±οΈ 13.10.2021):
```
pip install flake8-commas
```
flake8-builtins (π₯23 Β· β 81 Β· π€) - Check for python builtins being used as variables or.. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 15 Β· π 18 Β· π¦ 3.8K Β· π 36 - 11% open Β· β±οΈ 20.09.2021):
```
git clone https://github.com/gforcada/flake8-builtins
```
- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 490K / month Β· π¦ 300 Β· β±οΈ 14.05.2020):
```
pip install flake8-builtins
```
- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 140K Β· β±οΈ 18.05.2020):
```
conda install -c conda-forge flake8-builtins
```
flake8-bandit (π₯23 Β· β 81) - Automated security testing using bandit and flake8. MIT
- [GitHub](https://github.com/tylerwince/flake8-bandit) (π¨βπ» 8 Β· π 22 Β· π 17 - 41% open Β· β±οΈ 11.03.2022):
```
git clone https://github.com/tylerwince/flake8-bandit
```
- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 620K / month Β· π¦ 130 Β· β±οΈ 11.03.2022):
```
pip install flake8-bandit
```
Fixit (π₯22 Β· β 310) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 29 Β· π 44 Β· π¦ 18 Β· π 57 - 56% open Β· β±οΈ 07.01.2022):
```
git clone https://github.com/Instagram/Fixit
```
- [PyPi](https://pypi.org/project/fixit) (π₯ 12K / month Β· π¦ 2 Β· β±οΈ 30.07.2021):
```
pip install fixit
```
nitpick (π₯21 Β· β 260) - Enforce the same settings on multiple projects. MIT
- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 14 Β· π 14 Β· π₯ 4 Β· π 110 - 33% open Β· β±οΈ 01.04.2022):
```
git clone https://github.com/andreoliwa/nitpick
```
- [PyPi](https://pypi.org/project/nitpick) (π₯ 8.9K / month Β· π¦ 4 Β· β±οΈ 27.03.2022):
```
pip install nitpick
```
imhotep (π₯20 Β· β 220) - A static-analysis bot for Github. MIT
- [GitHub](https://github.com/justinabrahms/imhotep) (π¨βπ» 17 Β· π 36 Β· π¦ 11 Β· π 46 - 43% open Β· β±οΈ 12.04.2022):
```
git clone https://github.com/justinabrahms/imhotep
```
- [PyPi](https://pypi.org/project/imhotep) (π₯ 26 / month Β· π¦ 5 Β· β±οΈ 20.02.2022):
```
pip install imhotep
```
pandas-vet (π₯20 Β· β 130) - A plugin for Flake8 that checks pandas code. MIT
- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 12 Β· π 15 Β· π₯ 44 Β· π¦ 77 Β· π 49 - 38% open Β· β±οΈ 09.02.2022):
```
git clone https://github.com/deppen8/pandas-vet
```
- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 8K / month Β· π¦ 9 Β· β±οΈ 09.02.2022):
```
pip install pandas-vet
```
- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 9.1K Β· β±οΈ 10.02.2022):
```
conda install -c conda-forge pandas-vet
```
bellybutton (π₯16 Β· β 240 Β· π€) - Custom Python linting through AST expressions. MIT
- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 5 Β· π 12 Β· π¦ 19 Β· π 14 - 57% open Β· β±οΈ 15.07.2021):
```
git clone https://github.com/hchasestevens/bellybutton
```
- [PyPi](https://pypi.org/project/bellybutton) (π₯ 3.9K / month Β· π¦ 1 Β· β±οΈ 27.11.2020):
```
pip install bellybutton
```
Show 9 hidden projects...
- pep8-naming (π₯26 Β· β 380) - Naming Convention checker for Python. βοΈSaxpath
- flake8-import-order (π₯25 Β· β 260 Β· π) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0 Apache-2
- flakehell (π₯19 Β· β 230 Β· π) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT MIT βοΈGPL-2.0 MIT
- yala (π₯14 Β· β 13) - Yet Another Linter Aggregator. MIT Apache-2 mypy
## Code Formatters
black (π₯44 Β· β 27K) - The uncompromising Python code formatter. MIT
- [GitHub](https://github.com/psf/black) (π¨βπ» 320 Β· π 1.7K Β· π₯ 22K Β· π¦ 150K Β· π 2K - 17% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/psf/black
```
- [PyPi](https://pypi.org/project/black) (π₯ 14M / month Β· π¦ 7.4K Β· β±οΈ 28.03.2022):
```
pip install black
```
- [Conda](https://anaconda.org/conda-forge/black) (π₯ 3.9M Β· β±οΈ 28.03.2022):
```
conda install -c conda-forge black
```
isort (π₯38 Β· β 4.9K) - A Python utility / library to sort imports. MIT
- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 260 Β· π 460 Β· π¦ 240K Β· π 1.1K - 7% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/PyCQA/isort
```
- [PyPi](https://pypi.org/project/isort) (π₯ 22M / month Β· π¦ 15K Β· β±οΈ 09.11.2021):
```
pip install isort
```
- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 3.1M Β· β±οΈ 09.11.2021):
```
conda install -c conda-forge isort
```
yapf (π₯37 Β· β 13K) - A formatter for Python files. Apache-2
- [GitHub](https://github.com/google/yapf) (π¨βπ» 140 Β· π 860 Β· π¦ 32K Β· π 750 - 47% open Β· β±οΈ 01.03.2022):
```
git clone https://github.com/google/yapf
```
- [PyPi](https://pypi.org/project/yapf) (π₯ 1.8M / month Β· π¦ 2.1K Β· β±οΈ 26.12.2021):
```
pip install yapf
```
- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 1M Β· β±οΈ 06.01.2022):
```
conda install -c conda-forge yapf
```
autopep8 (π₯35 Β· β 4.1K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 53 Β· π 270 Β· π¦ 120K Β· π 440 - 21% open Β· β±οΈ 05.04.2022):
```
git clone https://github.com/hhatto/autopep8
```
- [PyPi](https://pypi.org/project/autopep8) (π₯ 2.9M / month Β· π¦ 5.6K Β· β±οΈ 24.10.2021):
```
pip install autopep8
```
- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 690K Β· β±οΈ 26.10.2021):
```
conda install -c conda-forge autopep8
```
docformatter (π₯25 Β· β 280) - Formats docstrings to follow PEP 257. MIT
- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 16 Β· π 37 Β· π¦ 970 Β· π 51 - 56% open Β· β±οΈ 11.02.2022):
```
git clone https://github.com/myint/docformatter
```
- [PyPi](https://pypi.org/project/docformatter) (π₯ 120K / month Β· π¦ 89 Β· β±οΈ 27.12.2020):
```
pip install docformatter
```
- [Conda](https://anaconda.org/conda-forge/docformatter) (π₯ 16K Β· β±οΈ 29.12.2020):
```
conda install -c conda-forge docformatter
```
Show 2 hidden projects...
- pyformat (π₯17 Β· β 88 Β· π) - Formats Python code to follow a consistent style. βοΈSaxpath
- autoimport (π₯16 Β· β 45) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
## Code Refactoring
jedi (π₯39 Β· β 5.1K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 150 Β· π 460 Β· π¦ 200K Β· π 1.3K - 2% open Β· β±οΈ 13.05.2022):
```
git clone https://github.com/davidhalter/jedi
```
- [PyPi](https://pypi.org/project/jedi) (π₯ 17M / month Β· π¦ 8.3K Β· β±οΈ 17.11.2021):
```
pip install jedi
```
- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 9M Β· β±οΈ 04.04.2022):
```
conda install -c conda-forge jedi
```
rope (π₯36 Β· β 1.3K) - a python refactoring library. βοΈLGPL-3.0
- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 69 Β· π 150 Β· π¦ 37K Β· π 240 - 30% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/python-rope/rope
```
- [PyPi](https://pypi.org/project/rope) (π₯ 620K / month Β· π¦ 1.6K Β· β±οΈ 07.04.2022):
```
pip install rope
```
- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 690K Β· β±οΈ 07.04.2022):
```
conda install -c conda-forge rope
```
pyupgrade (π₯30 Β· β 1.7K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 24 Β· π 110 Β· π 290 - 5% open Β· β±οΈ 09.05.2022):
```
git clone https://github.com/asottile/pyupgrade
```
- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 460K / month Β· π¦ 43 Β· β±οΈ 05.05.2022):
```
pip install pyupgrade
```
- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 350K Β· β±οΈ 05.05.2022):
```
conda install -c conda-forge pyupgrade
```
MonkeyType (π₯26 Β· β 3.8K) - A Python library that generates static type annotations by.. BSD-3
- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 39 Β· π 140 Β· π 160 - 24% open Β· β±οΈ 26.04.2022):
```
git clone https://github.com/Instagram/MonkeyType
```
- [PyPi](https://pypi.org/project/monkeytype) (π₯ 38K / month Β· π¦ 25 Β· β±οΈ 18.02.2022):
```
pip install monkeytype
```
- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 39K Β· β±οΈ 19.02.2022):
```
conda install -c conda-forge monkeytype
```
vulture (π₯25 Β· β 2.1K) - Find dead Python code. MIT
- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 31 Β· π 100 Β· π¦ 1.7K Β· π 160 - 11% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/jendrikseipp/vulture
```
- [PyPi](https://pypi.org/project/vulture) (π₯ 290K / month Β· π¦ 220 Β· β±οΈ 16.01.2021):
```
pip install vulture
```
- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 53K Β· β±οΈ 11.08.2020):
```
conda install -c conda-forge vulture
```
redbaron (π₯24 Β· β 640) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
- [GitHub](https://github.com/PyCQA/redbaron) (π¨βπ» 34 Β· π 71 Β· π¦ 390 Β· π 130 - 63% open Β· β±οΈ 09.12.2021):
```
git clone https://github.com/pycqa/redbaron
```
- [PyPi](https://pypi.org/project/redbaron) (π₯ 30K / month Β· π¦ 120 Β· β±οΈ 17.03.2019):
```
pip install redbaron
```
baron (π₯24 Β· β 270) - IDE allow you to refactor code, Baron allows you to write refactoring.. βοΈLGPL-3.0
- [GitHub](https://github.com/PyCQA/baron) (π¨βπ» 33 Β· π 52 Β· π¦ 220 Β· π 75 - 61% open Β· β±οΈ 09.12.2021):
```
git clone https://github.com/PyCQA/baron
```
- [PyPi](https://pypi.org/project/baron) (π₯ 30K / month Β· π¦ 59 Β· β±οΈ 09.12.2021):
```
pip install baron
```
Bowler (π₯22 Β· β 1.4K) - Safe code refactoring for modern Python. MIT
- [GitHub](https://github.com/facebookincubator/Bowler) (π¨βπ» 27 Β· π 89 Β· π 80 - 57% open Β· β±οΈ 04.03.2022):
```
git clone https://github.com/facebookincubator/Bowler
```
- [PyPi](https://pypi.org/project/bowler) (π₯ 37K / month Β· π¦ 7 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 12K Β· β±οΈ 12.06.2019):
```
conda install -c conda-forge bowler
```
pyannotate (π₯22 Β· β 1.3K Β· π€) - Auto-generate PEP-484 annotations. Apache-2
- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 17 Β· π 55 Β· π¦ 71 Β· π 59 - 44% open Β· β±οΈ 12.10.2021):
```
git clone https://github.com/dropbox/pyannotate
```
- [PyPi](https://pypi.org/project/pyannotate) (π₯ 5.8K / month Β· π¦ 18 Β· β±οΈ 16.09.2019):
```
pip install pyannotate
```
add-trailing-comma (π₯22 Β· β 240) - A tool (and pre-commit hook) to automatically add trailing.. MIT
- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 18 Β· π 43 - 2% open Β· β±οΈ 09.05.2022):
```
git clone https://github.com/asottile/add-trailing-comma
```
- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 20K / month Β· π¦ 12 Β· β±οΈ 17.04.2022):
```
pip install add-trailing-comma
```
unimport (π₯19 Β· β 130) - A linter, formatter for finding and removing unused import statements. MIT
- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 13 Β· π 12 Β· π¦ 23 Β· π 79 - 12% open Β· β±οΈ 10.05.2022):
```
git clone https://github.com/hakancelik96/unimport
```
- [PyPi](https://pypi.org/project/unimport) (π₯ 6.8K / month Β· β±οΈ 04.05.2022):
```
pip install unimport
```
com2ann (π₯18 Β· β 110 Β· π€) - Tool for translation type comments to type annotations in Python. MIT
- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 4 Β· π 7 Β· π¦ 14 Β· π 20 - 25% open Β· β±οΈ 21.08.2021):
```
git clone https://github.com/ilevkivskyi/com2ann
```
- [PyPi](https://pypi.org/project/com2ann) (π₯ 210K / month Β· π¦ 1 Β· β±οΈ 21.08.2021):
```
pip install com2ann
```
retype (π₯16 Β· β 130) - Re-apply type annotations from .pyi stubs to your codebase. MIT
- [GitHub](https://github.com/ambv/retype) (π¨βπ» 8 Β· π 17 Β· π 15 - 46% open Β· β±οΈ 29.12.2021):
```
git clone https://github.com/ambv/retype
```
- [PyPi](https://pypi.org/project/retype) (π₯ 800 / month Β· π¦ 18 Β· β±οΈ 29.12.2021):
```
pip install retype
```
- [Conda](https://anaconda.org/conda-forge/retype) (π₯ 16K Β· β±οΈ 29.12.2021):
```
conda install -c conda-forge retype
```
Show 5 hidden projects...
- autoflake (π₯27 Β· β 520 Β· π) - Removes unused imports and unused variables as reported by pyflakes. MIT
- eradicate (π₯23 Β· β 130) - Removes commented-out code from Python files. βοΈSaxpath
- unify (π₯19 Β· β 69 Β· π) - Modifies strings to all use the same quote where possible. MIT
- massedit (π₯16 Β· β 99 Β· π) - Programmatically edit text files with Python. Useful for source to.. MIT
- pep8ify (π₯15 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
## Code Security
bandit (π₯37 Β· β 4.2K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 150 Β· π 420 Β· π₯ 290 Β· π¦ 13K Β· π 590 - 29% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/PyCQA/bandit
```
- [PyPi](https://pypi.org/project/bandit) (π₯ 2.5M / month Β· π¦ 1.5K Β· β±οΈ 04.03.2022):
```
pip install bandit
```
- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 130K Β· β±οΈ 16.04.2022):
```
conda install -c conda-forge bandit
```
sqlmap (π₯31 Β· β 23K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 120 Β· π 4.8K Β· π 4.7K - 1% open Β· β±οΈ 13.05.2022):
```
git clone https://github.com/sqlmapproject/sqlmap
```
- [PyPi](https://pypi.org/project/sqlmap) (π₯ 6.6K / month Β· π¦ 6 Β· β±οΈ 04.05.2022):
```
pip install sqlmap
```
detect-secrets (π₯30 Β· β 2.3K) - An enterprise friendly way of detecting and preventing.. Apache-2
- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 58 Β· π 270 Β· π 250 - 35% open Β· β±οΈ 13.04.2022):
```
git clone https://github.com/Yelp/detect-secrets
```
- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 390K / month Β· π¦ 23 Β· β±οΈ 16.02.2022):
```
pip install detect-secrets
```
safety (π₯28 Β· β 1.3K) - Safety checks your installed dependencies for known security.. MIT
- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 36 Β· π 110 Β· π₯ 150K Β· π 140 - 43% open Β· β±οΈ 08.05.2022):
```
git clone https://github.com/pyupio/safety
```
- [PyPi](https://pypi.org/project/safety) (π₯ 970K / month Β· π¦ 350 Β· β±οΈ 08.05.2022):
```
pip install safety
```
- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 30K Β· β±οΈ 15.01.2021):
```
conda install -c conda-forge safety
```
dlint (π₯19 Β· β 91) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 9 Β· π 8 Β· π 36 - 55% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/dlint-py/dlint
```
- [PyPi](https://pypi.org/project/dlint) (π₯ 86K / month Β· π¦ 43 Β· β±οΈ 27.10.2021):
```
pip install dlint
```
- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 220 Β· β±οΈ 09.11.2021):
```
conda install -c conda-forge dlint
```
Show 3 hidden projects...
- pyarmor (π₯30 Β· β 1.5K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
- pyt (π₯23 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
- dodgy (π₯20 Β· β 100 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
## Virtual Environments
pipenv (π₯43 Β· β 23K) - Python Development Workflow for Humans. MIT
- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 420 Β· π 1.7K Β· π¦ 27K Β· π 3.7K - 12% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/pypa/pipenv
```
- [PyPi](https://pypi.org/project/pipenv) (π₯ 4.6M / month Β· π¦ 1.2K Β· β±οΈ 03.05.2022):
```
pip install pipenv
```
- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 50K Β· β±οΈ 08.01.2022):
```
conda install -c conda-forge pipenv
```
virtualenv (π₯40 Β· β 4.2K) - Virtual Python Environment builder. MIT
- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 220 Β· π 940 Β· π 1.2K - 5% open Β· β±οΈ 09.05.2022):
```
git clone https://github.com/pypa/virtualenv
```
- [PyPi](https://pypi.org/project/virtualenv) (π₯ 28M / month Β· π¦ 18K Β· β±οΈ 11.04.2022):
```
pip install virtualenv
```
- [Conda](https://anaconda.org/conda-forge/virtualenv):
```
conda install -c conda-forge virtualenv
```
pyenv (π₯32 Β· β 27K) - Simple Python version management. MIT
- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 370 Β· π 2.4K Β· π 1.5K - 3% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/pyenv/pyenv
```
- [PyPi](https://pypi.org/project/pyenv) (π₯ 7.6K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
pyenv-virtualenv (π₯18 Β· β 4.9K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 48 Β· π 320 Β· π 330 - 39% open Β· β±οΈ 26.02.2022):
```
git clone https://github.com/pyenv/pyenv-virtualenv
```
dh-virtualenv (π₯17 Β· β 1.5K) - Python virtualenvs in Debian packages. βοΈGPL-2.0
- [GitHub](https://github.com/spotify/dh-virtualenv) (π¨βπ» 59 Β· π 170 Β· π 200 - 12% open Β· β±οΈ 07.04.2022):
```
git clone https://github.com/spotify/dh-virtualenv
```
pyenv-installer (π₯15 Β· β 3.2K) - This tool is used to install `pyenv` and friends. MIT
- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 35 Β· π 340 Β· π 72 - 8% open Β· β±οΈ 01.05.2022):
```
git clone https://github.com/pyenv/pyenv-installer
```
Show 2 hidden projects...
- vex (π₯19 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
- pipenv-pipes (π₯12 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
## Dependency & Package Managers
pip (π₯46 Β· β 8K) - The Python package installer. MIT
- [GitHub](https://github.com/pypa/pip) (π¨βπ» 670 Β· π 2.6K Β· π¦ 82K Β· π 6.3K - 15% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/pypa/pip
```
- [PyPi](https://pypi.org/project/pip) (π₯ 95M / month Β· π¦ 11K Β· β±οΈ 11.05.2022):
```
pip install pip
```
- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 38M Β· β±οΈ 12.05.2022):
```
conda install -c conda-forge pip
```
conda (π₯40 Β· β 4.7K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
- [GitHub](https://github.com/conda/conda) (π¨βπ» 390 Β· π 1.1K Β· π 8.8K - 19% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/conda/conda
```
- [PyPi](https://pypi.org/project/conda) (π₯ 55K / month Β· π¦ 1.1K Β· β±οΈ 22.04.2017):
```
pip install conda
```
- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 27M Β· β±οΈ 16.03.2022):
```
conda install -c conda-forge conda
```
poetry (π₯39 Β· β 20K) - Python dependency management and packaging made easy. MIT
- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 350 Β· π 1.6K Β· π₯ 12M Β· π 4K - 31% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/python-poetry/poetry
```
- [PyPi](https://pypi.org/project/poetry) (π₯ 6.5M / month Β· π¦ 140 Β· β±οΈ 17.03.2022):
```
pip install poetry
```
- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 420K Β· β±οΈ 23.04.2022):
```
conda install -c conda-forge poetry
```
pip-tools (π₯36 Β· β 5.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 160 Β· π 520 Β· π 840 - 17% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/jazzband/pip-tools
```
- [PyPi](https://pypi.org/project/pip-tools) (π₯ 6.8M / month Β· π¦ 1.8K Β· β±οΈ 13.05.2022):
```
pip install pip-tools
```
- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 32K Β· β±οΈ 13.05.2022):
```
conda install -c conda-forge pip-tools
```
pipreqs (π₯31 Β· β 4.2K Β· π€) - pipreqs - Generate pip requirements.txt file based on imports of.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 51 Β· π 290 Β· π¦ 11K Β· π 200 - 54% open Β· β±οΈ 23.10.2021):
```
git clone https://github.com/bndr/pipreqs
```
- [PyPi](https://pypi.org/project/pipreqs) (π₯ 260K / month Β· π¦ 330 Β· β±οΈ 23.10.2021):
```
pip install pipreqs
```
- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 25K Β· β±οΈ 08.04.2022):
```
conda install -c conda-forge pipreqs
```
mamba (π₯28 Β· β 3.1K) - The Fast Cross-Platform Package Manager. BSD-3
- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 79 Β· π 160 Β· π 860 - 32% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/mamba-org/mamba
```
- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 2.8M Β· β±οΈ 11.05.2022):
```
conda install -c conda-forge mamba
```
pipx (π₯27 Β· β 5K) - Install and Run Python Applications in Isolated Environments. MIT
- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 77 Β· π 230 Β· π 480 - 22% open Β· β±οΈ 11.04.2022):
```
git clone https://github.com/pypa/pipx
```
- [PyPi](https://pypi.org/project/pipx) (π₯ 310K / month Β· π¦ 7 Β· β±οΈ 04.01.2022):
```
pip install pipx
```
- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 640 Β· β±οΈ 04.01.2022):
```
conda install -c conda-forge pipx
```
PDM (π₯26 Β· β 2.4K) - A modern Python package manager with PEP 582 support. MIT
- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 49 Β· π 100 Β· π 600 - 4% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/pdm-project/pdm
```
- [PyPi](https://pypi.org/project/pdm) (π₯ 36K / month Β· π¦ 1 Β· β±οΈ 16.05.2022):
```
pip install pdm
```
- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 6.8K Β· β±οΈ 16.05.2022):
```
conda install -c conda-forge pdm
```
pyflow (π₯19 Β· β 1.1K) - An installation and dependency system for Python. MIT
- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 28 Β· π 40 Β· π₯ 4.2K Β· π 120 - 40% open Β· β±οΈ 11.03.2022):
```
git clone https://github.com/David-OConnor/pyflow
```
- [PyPi](https://pypi.org/project/pyflow) (π₯ 170 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
```
pip install pyflow
```
pip-run (π₯16 Β· β 68) - pip-run - dynamic dependency loader for Python. MIT
- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 11 Β· π 10 Β· π 43 - 6% open Β· β±οΈ 23.01.2022):
```
git clone https://github.com/jaraco/pip-run
```
- [PyPi](https://pypi.org/project/pip-run) (π₯ 7.3K / month Β· π¦ 2 Β· β±οΈ 23.01.2022):
```
pip install pip-run
```
Show 1 hidden projects...
- dephell (π₯25 Β· β 1.7K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
## Code Metrics & Complexity
prospector (π₯31 Β· β 1.6K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 78 Β· π 150 Β· π 310 - 11% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/PyCQA/prospector
```
- [PyPi](https://pypi.org/project/prospector) (π₯ 210K / month Β· π¦ 670 Β· β±οΈ 18.03.2022):
```
pip install prospector
```
- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 29K Β· β±οΈ 10.03.2022):
```
conda install -c conda-forge prospector
```
mccabe (π₯30 Β· β 480) - McCabe complexity checker for Python. βοΈSaxpath
- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 45 Β· π¦ 270K Β· π 44 - 18% open Β· β±οΈ 24.01.2022):
```
git clone https://github.com/PyCQA/mccabe
```
- [PyPi](https://pypi.org/project/mccabe) (π₯ 23M / month Β· π¦ 16K Β· β±οΈ 24.01.2022):
```
pip install mccabe
```
- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 4.5M Β· β±οΈ 24.01.2022):
```
conda install -c conda-forge mccabe
```
radon (π₯28 Β· β 1.3K) - Various code metrics for Python code. MIT
- [GitHub](https://github.com/rubik/radon) (π¨βπ» 51 Β· π 97 Β· π¦ 2.5K Β· π 160 - 12% open Β· β±οΈ 12.05.2022):
```
git clone https://github.com/rubik/radon
```
- [PyPi](https://pypi.org/project/radon) (π₯ 440K / month Β· π¦ 600 Β· β±οΈ 15.12.2021):
```
pip install radon
```
- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 39K Β· β±οΈ 07.09.2021):
```
conda install -c conda-forge radon
```
wily (π₯24 Β· β 900 Β· π) - A Python application for tracking, reporting on timing and complexity.. Apache-2
- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 19 Β· π 49 Β· π 84 - 33% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/tonybaloney/wily
```
- [PyPi](https://pypi.org/project/wily) (π₯ 22K / month Β· π¦ 10 Β· β±οΈ 18.05.2022):
```
pip install wily
```
xenon (π₯22 Β· β 210) - Monitoring tool based on radon. MIT
- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 9 Β· π 18 Β· π¦ 350 Β· π 33 - 18% open Β· β±οΈ 24.02.2022):
```
git clone https://github.com/rubik/xenon
```
- [PyPi](https://pypi.org/project/xenon) (π₯ 70K / month Β· π¦ 69 Β· β±οΈ 24.02.2022):
```
pip install xenon
```
- [Conda](https://anaconda.org/conda-forge/xenon) (π₯ 15K Β· β±οΈ 12.10.2019):
```
conda install -c conda-forge xenon
```
Show 1 hidden projects...
- cohesion (π₯13 Β· β 160 Β· π) - A tool for measuring Python class cohesion. βοΈGPL-3.0
## Logging
rich (π₯43 Β· β 37K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 170 Β· π 1.2K Β· π¦ 17K Β· π 820 - 7% open Β· β±οΈ 08.05.2022):
```
git clone https://github.com/Textualize/rich
```
- [PyPi](https://pypi.org/project/rich) (π₯ 7.5M / month Β· π¦ 1.9K Β· β±οΈ 08.05.2022):
```
pip install rich
```
- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 910K Β· β±οΈ 16.05.2022):
```
conda install -c conda-forge rich
```
tqdm (π₯42 Β· β 22K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.1K Β· π₯ 8.9K Β· π¦ 280K Β· π 890 - 38% open Β· β±οΈ 04.04.2022):
```
git clone https://github.com/tqdm/tqdm
```
- [PyPi](https://pypi.org/project/tqdm) (π₯ 41M / month Β· π¦ 22K Β· β±οΈ 04.04.2022):
```
pip install tqdm
```
- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 12M Β· β±οΈ 04.04.2022):
```
conda install -c conda-forge tqdm
```
- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 4K Β· β 2 Β· β±οΈ 14.05.2022):
```
docker pull tqdm/tqdm
```
sentry-sdk (π₯38 Β· β 1.2K) - The official Python SDK for Sentry.io. BSD-2
- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 130 Β· π 290 Β· π₯ 4.6K Β· π¦ 21K Β· π 660 - 20% open Β· β±οΈ 10.05.2022):
```
git clone https://github.com/getsentry/sentry-python
```
- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 20M / month Β· π¦ 980 Β· β±οΈ 10.05.2022):
```
pip install sentry-sdk
```
- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 160K Β· β±οΈ 10.05.2022):
```
conda install -c conda-forge sentry-sdk
```
loguru (π₯37 Β· β 12K) - Python logging made (stupidly) simple. MIT
- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 36 Β· π 520 Β· π¦ 18K Β· π 660 - 18% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/Delgan/loguru
```
- [PyPi](https://pypi.org/project/loguru) (π₯ 4.7M / month Β· π¦ 1.5K Β· β±οΈ 20.09.2020):
```
pip install loguru
```
- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 470K Β· β±οΈ 08.04.2022):
```
conda install -c conda-forge loguru
```
structlog (π₯34 Β· β 2K) - Structured Logging for Python. Apache-2
- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 89 Β· π 160 Β· π 220 - 11% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/hynek/structlog
```
- [PyPi](https://pypi.org/project/structlog) (π₯ 3.9M / month Β· π¦ 900 Β· β±οΈ 16.12.2021):
```
pip install structlog
```
- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 190K Β· β±οΈ 06.01.2022):
```
conda install -c conda-forge structlog
```
python-json-logger (π₯33 Β· β 1.3K) - Json Formatter for the standard python logger. BSD-2
- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 50 Β· π 180 Β· π¦ 26K Β· π 77 - 38% open Β· β±οΈ 06.02.2022):
```
git clone https://github.com/madzak/python-json-logger
```
- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 7.1M / month Β· π¦ 690 Β· β±οΈ 27.07.2021):
```
pip install python-json-logger
```
- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 1.2M Β· β±οΈ 12.10.2020):
```
conda install -c conda-forge python-json-logger
```
tabulate (π₯33 Β· β 1.2K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 68 Β· π 100 Β· π¦ 74K Β· π 120 - 50% open Β· β±οΈ 07.01.2022):
```
git clone https://github.com/astanin/python-tabulate
```
- [PyPi](https://pypi.org/project/tabulate) (π₯ 36M / month Β· π¦ 6.3K Β· β±οΈ 22.02.2021):
```
pip install tabulate
```
- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 2.3M Β· β±οΈ 22.02.2021):
```
conda install -c conda-forge tabulate
```
progressbar2 (π₯32 Β· β 770) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 40 Β· π 100 Β· π₯ 1.7K Β· π¦ 17K Β· π 200 - 6% open Β· β±οΈ 05.01.2022):
```
git clone https://github.com/WoLpH/python-progressbar
```
- [PyPi](https://pypi.org/project/progressbar2) (π₯ 8.7M / month Β· π¦ 1.5K Β· β±οΈ 05.01.2022):
```
pip install progressbar2
```
- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 460K Β· β±οΈ 01.02.2022):
```
conda install -c conda-forge progressbar2
```
colorlog (π₯30 Β· β 750) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 76 Β· π¦ 15K Β· β±οΈ 08.11.2021):
```
git clone https://github.com/borntyping/python-colorlog
```
- [PyPi](https://pypi.org/project/colorlog) (π₯ 8.1M / month Β· π¦ 2.4K Β· β±οΈ 08.11.2021):
```
pip install colorlog
```
- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 860K Β· β±οΈ 07.04.2022):
```
conda install -c conda-forge colorlog
```
wasabi (π₯29 Β· β 340) - A lightweight console printing and formatting toolkit. MIT
- [GitHub](https://github.com/ines/wasabi) (π¨βπ» 8 Β· π 21 Β· π¦ 19K Β· π 8 - 62% open Β· β±οΈ 30.03.2022):
```
git clone https://github.com/ines/wasabi
```
- [PyPi](https://pypi.org/project/wasabi) (π₯ 4.7M / month Β· π¦ 280 Β· β±οΈ 30.03.2022):
```
pip install wasabi
```
- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 710K Β· β±οΈ 30.03.2022):
```
conda install -c conda-forge wasabi
```
alive-progress (π₯28 Β· β 3.4K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 5 Β· π 140 Β· π¦ 850 Β· π 130 - 14% open Β· β±οΈ 01.04.2022):
```
git clone https://github.com/rsalmei/alive-progress
```
- [PyPi](https://pypi.org/project/alive-progress) (π₯ 58K / month Β· π¦ 81 Β· β±οΈ 01.04.2022):
```
pip install alive-progress
```
- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 14K Β· β±οΈ 08.01.2021):
```
conda install -c conda-forge alive-progress
```
python-coloredlogs (π₯28 Β· β 460 Β· π€) - Colored terminal output for Pythons logging module. MIT
- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 39 Β· π¦ 11K Β· π 75 - 34% open Β· β±οΈ 11.06.2021):
```
git clone https://github.com/xolox/python-coloredlogs
```
- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 4.2M / month Β· π¦ 1.7K Β· β±οΈ 11.06.2021):
```
pip install coloredlogs
```
- [Conda](https://anaconda.org/anaconda/coloredlogs) (π₯ 4.4K Β· β±οΈ 02.05.2022):
```
conda install -c anaconda coloredlogs
```
notifiers (π₯26 Β· β 2.2K) - The easy way to send notifications. MIT
- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 18 Β· π 86 Β· π 92 - 32% open Β· β±οΈ 18.02.2022):
```
git clone https://github.com/liiight/notifiers
```
- [PyPi](https://pypi.org/project/notifiers) (π₯ 460K / month Β· π¦ 17 Β· β±οΈ 10.02.2022):
```
pip install notifiers
```
- [Conda](https://anaconda.org/conda-forge/notifiers) (π₯ 19K Β· β±οΈ 16.11.2021):
```
conda install -c conda-forge notifiers
```
stackprinter (π₯25 Β· β 1.2K) - Debugging-friendly exceptions for Python. MIT
- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 34 Β· π¦ 100 Β· π 28 - 32% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/cknd/stackprinter
```
- [PyPi](https://pypi.org/project/stackprinter) (π₯ 390K / month Β· π¦ 22 Β· β±οΈ 02.04.2022):
```
pip install stackprinter
```
- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 3.1K Β· β±οΈ 31.10.2020):
```
conda install -c conda-forge stackprinter
```
rebound (π₯24 Β· β 3.8K) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 370 Β· π₯ 180 Β· π¦ 22 Β· π 58 - 34% open Β· β±οΈ 16.02.2022):
```
git clone https://github.com/shobrook/rebound
```
- [PyPi](https://pypi.org/project/rebound) (π₯ 3.2K / month Β· π¦ 17 Β· β±οΈ 25.04.2022):
```
pip install rebound
```
- [Conda](https://anaconda.org/conda-forge/rebound) (π₯ 170K Β· β±οΈ 26.04.2022):
```
conda install -c conda-forge rebound
```
better-exceptions (π₯23 Β· β 4.2K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 15 Β· π 200 Β· π 72 - 40% open Β· β±οΈ 19.10.2021):
```
git clone https://github.com/Qix-/better-exceptions
```
- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 30K / month Β· π¦ 58 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
PrettyErrors (π₯21 Β· β 2.5K) - Prettify Python exception output to make it legible. MIT
- [GitHub](https://github.com/onelivesleft/PrettyErrors) (π¨βπ» 5 Β· π 77 Β· π 41 - 7% open Β· β±οΈ 24.11.2021):
```
git clone https://github.com/onelivesleft/PrettyErrors
```
- [PyPi](https://pypi.org/project/pretty_errors) (π₯ 18K / month Β· π¦ 39 Β· β±οΈ 24.11.2021):
```
pip install pretty_errors
```
- [Conda](https://anaconda.org/conda-forge/pretty_errors) (π₯ 4.2K Β· β±οΈ 27.11.2021):
```
conda install -c conda-forge pretty_errors
```
python-devtools (π₯21 Β· β 500 Β· π€) - Dev tools for python. MIT
- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 7 Β· π 23 Β· π¦ 670 Β· π 41 - 17% open Β· β±οΈ 08.09.2021):
```
git clone https://github.com/samuelcolvin/python-devtools
```
- [PyPi](https://pypi.org/project/python-devtools) (π₯ 900 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
```
pip install python-devtools
```
- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 2.7K Β· β±οΈ 29.09.2021):
```
conda install -c conda-forge python-devtools
```
Show 3 hidden projects...
- logbook (π₯31 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
- prettytable (π₯28 Β· β 770) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
- tbvaccine (π₯16 Β· β 370 Β· π) - A small utility to pretty-print Python tracebacks. MIT
## Documentation
π best-of-mkdocs ( β 19 Β· π£) - Collection of MkDocs projects and plugins.
sphinx (π₯43 Β· β 4.6K) - Main repository for the Sphinx documentation builder. BSD-3
- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 730 Β· π 1.7K Β· π¦ 200K Β· π 6K - 17% open Β· β±οΈ 15.05.2022):
```
git clone https://github.com/sphinx-doc/sphinx
```
- [PyPi](https://pypi.org/project/sphinx) (π₯ 6M / month Β· π¦ 60K Β· β±οΈ 08.05.2022):
```
pip install sphinx
```
- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 5.2M Β· β±οΈ 27.03.2022):
```
conda install -c conda-forge sphinx
```
mkdocs (π₯41 Β· β 14K) - Project documentation with Markdown. BSD-2
- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 220 Β· π 2K Β· π¦ 21K Β· π 1.7K - 7% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/mkdocs/mkdocs
```
- [PyPi](https://pypi.org/project/mkdocs) (π₯ 910K / month Β· π¦ 3.6K Β· β±οΈ 26.03.2022):
```
pip install mkdocs
```
- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 170K Β· β±οΈ 31.03.2022):
```
conda install -c conda-forge mkdocs
```
mkdocs-material (π₯41 Β· β 9.7K) - Documentation that simply works. MIT
- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 160 Β· π 2.2K Β· π¦ 14K Β· π 1.4K - 0% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/squidfunk/mkdocs-material
```
- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 940K / month Β· π¦ 1.2K Β· β±οΈ 14.05.2022):
```
pip install mkdocs-material
```
- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 92K Β· β±οΈ 14.05.2022):
```
conda install -c conda-forge mkdocs-material
```
numpydoc (π₯35 Β· β 20K) - Numpys Sphinx extensions. BSD-3
- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 70 Β· π 6.9K Β· π¦ 32K Β· π 180 - 35% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/numpy/numpydoc
```
- [PyPi](https://pypi.org/project/numpydoc) (π₯ 320K / month Β· π¦ 4.4K Β· β±οΈ 30.04.2022):
```
pip install numpydoc
```
- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 1.1M Β· β±οΈ 30.04.2022):
```
conda install -c conda-forge numpydoc
```
sphinx_rtd_theme (π₯34 Β· β 4.1K) - Sphinx theme for readthedocs.org. MIT
- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 110 Β· π 1.7K Β· π¦ 16 Β· π 760 - 28% open Β· β±οΈ 28.04.2022):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 2.2M / month Β· π¦ 12K Β· β±οΈ 05.10.2018):
```
pip install sphinx_rtd_theme
```
- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 2.4M Β· β±οΈ 17.09.2021):
```
conda install -c conda-forge sphinx_rtd_theme
```
breathe (π₯32 Β· β 600 Β· π) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 100 Β· π 160 Β· π₯ 290 Β· π¦ 6.6K Β· π 510 - 25% open Β· β±οΈ 03.03.2022):
```
git clone https://github.com/michaeljones/breathe
```
- [PyPi](https://pypi.org/project/breathe) (π₯ 250K / month Β· π¦ 1K Β· β±οΈ 14.02.2022):
```
pip install breathe
```
- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 300K Β· β±οΈ 14.02.2022):
```
conda install -c conda-forge breathe
```
pdoc (π₯31 Β· β 1.2K) - API Documentation for Python Projects. Unlicense
- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 36 Β· π 140 Β· π¦ 660 Β· π 250 - 2% open Β· β±οΈ 15.05.2022):
```
git clone https://github.com/mitmproxy/pdoc
```
- [PyPi](https://pypi.org/project/pdoc) (π₯ 110K / month Β· π¦ 200 Β· β±οΈ 15.05.2022):
```
pip install pdoc
```
alabaster (π₯31 Β· β 640 Β· π€) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3
- [GitHub](https://github.com/bitprophet/alabaster) (π¨βπ» 28 Β· π 180 Β· π¦ 64K Β· π 140 - 61% open Β· β±οΈ 24.09.2021):
```
git clone https://github.com/bitprophet/alabaster
```
- [PyPi](https://pypi.org/project/alabaster) (π₯ 4.9M / month Β· π¦ 7.7K Β· β±οΈ 03.10.2018):
```
pip install alabaster
```
- [Conda](https://anaconda.org/conda-forge/alabaster) (π₯ 4M Β· β±οΈ 03.10.2018):
```
conda install -c conda-forge alabaster
```
sphinx-autodoc-typehints (π₯28 Β· β 410) - Type hints support for the Sphinx autodoc extension. MIT
- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 41 Β· π 84 Β· π 140 - 18% open Β· β±οΈ 09.05.2022):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 460K / month Β· π¦ 1.4K Β· β±οΈ 13.04.2022):
```
pip install sphinx-autodoc-typehints
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 300K Β· β±οΈ 09.05.2022):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
mkdocstrings (π₯27 Β· β 720) - Automatic documentation from sources, for MkDocs. ISC
- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 29 Β· π 72 Β· π 260 - 15% open Β· β±οΈ 08.05.2022):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 180K / month Β· π¦ 190 Β· β±οΈ 01.03.2022):
```
pip install mkdocstrings
```
- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 16K Β· β±οΈ 03.04.2022):
```
conda install -c conda-forge mkdocstrings
```
sphinx-bootstrap-theme (π₯27 Β· β 580) - Sphinx Bootstrap Theme. MIT
- [GitHub](https://github.com/ryan-roemer/sphinx-bootstrap-theme) (π¨βπ» 39 Β· π 210 Β· π 140 - 39% open Β· β±οΈ 03.02.2022):
```
git clone https://github.com/ryan-roemer/sphinx-bootstrap-theme
```
- [PyPi](https://pypi.org/project/sphinx-bootstrap-theme) (π₯ 210K / month Β· π¦ 600 Β· β±οΈ 03.02.2022):
```
pip install sphinx-bootstrap-theme
```
pdoc3 (π₯26 Β· β 830) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 57 Β· π 130 Β· π¦ 1.6K Β· π 290 - 32% open Β· β±οΈ 03.02.2022):
```
git clone https://github.com/pdoc3/pdoc
```
- [PyPi](https://pypi.org/project/pdoc3) (π₯ 250K / month Β· π¦ 120 Β· β±οΈ 03.08.2021):
```
pip install pdoc3
```
- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 710 Β· β±οΈ 30.11.2020):
```
conda install -c anaconda pdoc3
```
interrogate (π₯25 Β· β 360) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 26 Β· π¦ 1.7K Β· π 37 - 35% open Β· β±οΈ 27.12.2021):
```
git clone https://github.com/econchick/interrogate
```
- [PyPi](https://pypi.org/project/interrogate) (π₯ 99K / month Β· π¦ 35 Β· β±οΈ 10.09.2021):
```
pip install interrogate
```
blacken-docs (π₯23 Β· β 390) - Run `black` on python code blocks in documentation files. MIT
- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 14 Β· π 28 Β· π 49 - 8% open Β· β±οΈ 09.05.2022):
```
git clone https://github.com/asottile/blacken-docs
```
- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 31K / month Β· π¦ 17 Β· β±οΈ 30.01.2022):
```
pip install blacken-docs
```
- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 20K Β· β±οΈ 30.01.2022):
```
conda install -c conda-forge blacken-docs
```
mkdocs-awesome-pages-plugin (π₯22 Β· β 240) - An MkDocs plugin that simplifies configuring page.. MIT
- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 4 Β· π 23 Β· π 50 - 18% open Β· β±οΈ 12.02.2022):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 64K / month Β· π¦ 64 Β· β±οΈ 12.02.2022):
```
pip install mkdocs-awesome-pages-plugin
```
mkdocs-pdf-export-plugin (π₯22 Β· β 240 Β· π€) - An MkDocs plugin to export content pages as PDF files. MIT
- [GitHub](https://github.com/zhaoterryy/mkdocs-pdf-export-plugin) (π¨βπ» 11 Β· π 35 Β· π¦ 230 Β· π 86 - 47% open Β· β±οΈ 05.10.2021):
```
git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 18K / month Β· π¦ 4 Β· β±οΈ 05.10.2021):
```
pip install mkdocs-pdf-export-plugin
```
releases (π₯21 Β· β 160 Β· π€) - A powerful Sphinx changelog-generating extension. BSD-2
- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 36 Β· π¦ 450 Β· π 76 - 43% open Β· β±οΈ 24.09.2021):
```
git clone https://github.com/bitprophet/releases
```
- [PyPi](https://pypi.org/project/releases) (π₯ 6.7K / month Β· π¦ 370 Β· β±οΈ 11.01.2020):
```
pip install releases
```
- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (π₯ 45K Β· β±οΈ 19.10.2021):
```
conda install -c conda-forge sphinx-releases
```
mkdocs-with-pdf (π₯21 Β· β 140 Β· π€) - Generate a single PDF file from MkDocs repository. MIT
- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 6 Β· π 35 Β· π¦ 130 Β· π 75 - 48% open Β· β±οΈ 14.10.2021):
```
git clone https://github.com/orzih/mkdocs-with-pdf
```
- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 12K / month Β· β±οΈ 03.07.2021):
```
pip install mkdocs-with-pdf
```
portray (π₯20 Β· β 780 Β· π€) - Your Project with Great Documentation. MIT
- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 16 Β· π 64 Β· π 58 - 46% open Β· β±οΈ 13.06.2021):
```
git clone https://github.com/timothycrosley/portray
```
- [PyPi](https://pypi.org/project/portray) (π₯ 5.4K / month Β· π¦ 17 Β· β±οΈ 13.06.2021):
```
pip install portray
```
Griffe (π₯20 Β· β 56) - Signatures for entire Python programs. Extract the structure, the frame, the.. ISC
- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 8 Β· π 10 Β· π 59 - 47% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/mkdocstrings/griffe
```
- [PyPi](https://pypi.org/project/griffe) (π₯ 17K / month Β· π¦ 1 Β· β±οΈ 18.05.2022):
```
pip install griffe
```
- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 6.8K Β· β±οΈ 07.05.2022):
```
conda install -c conda-forge griffe
```
sphinx-markdown-builder (π₯19 Β· β 130) - sphinx builder that outputs markdown files. MIT
- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 17 Β· π 32 Β· π¦ 240 Β· π 37 - 56% open Β· β±οΈ 08.01.2022):
```
git clone https://github.com/clayrisser/sphinx-markdown-builder
```
- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 25K / month Β· π¦ 52 Β· β±οΈ 08.01.2022):
```
pip install sphinx-markdown-builder
```
lazydocs (π₯19 Β· β 85 Β· π) - Generate markdown API documentation from Google-style Python.. MIT
- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 9 Β· π 23 Β· π¦ 67 Β· π 15 - 20% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/ml-tooling/lazydocs
```
- [PyPi](https://pypi.org/project/lazydocs) (π₯ 1.7K / month Β· π¦ 19 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
Show 6 hidden projects...
- sphinx-autobuild (π₯25 Β· β 400 Β· π) - Watch a Sphinx directory and rebuild the.. MIT ISC
- pycco (π₯22 Β· β 770 Β· π) - Literate-style documentation generator. MIT
- mkdocs-git-revision-date-plugin (π₯19 Β· β 42) - MkDocs plugin for setting revision date from git per.. MIT MIT MIT
## Debugging Tools
pudb (π₯32 Β· β 2.4K) - Full-screen console debugger for Python. MIT
- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 83 Β· π 200 Β· π¦ 3.1K Β· π 290 - 48% open Β· β±οΈ 13.04.2022):
```
git clone https://github.com/inducer/pudb
```
- [PyPi](https://pypi.org/project/pudb) (π₯ 180K / month Β· π¦ 740 Β· β±οΈ 12.03.2022):
```
pip install pudb
```
- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 120K Β· β±οΈ 11.01.2022):
```
conda install -c conda-forge pudb
```
ipdb (π₯32 Β· β 1.5K) - Integration of IPython pdb. BSD-3
- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 49 Β· π 130 Β· π¦ 32K Β· π 180 - 34% open Β· β±οΈ 30.12.2021):
```
git clone https://github.com/gotcha/ipdb
```
- [PyPi](https://pypi.org/project/ipdb) (π₯ 3.9M / month Β· π¦ 8.7K Β· β±οΈ 02.06.2021):
```
pip install ipdb
```
- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 250K Β· β±οΈ 24.06.2021):
```
conda install -c conda-forge ipdb
```
PySnooper (π₯31 Β· β 15K) - Never use print for debugging again. MIT
- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 920 Β· π¦ 660 Β· π 120 - 16% open Β· β±οΈ 02.04.2022):
```
git clone https://github.com/cool-RR/PySnooper
```
- [PyPi](https://pypi.org/project/pysnooper) (π₯ 130K / month Β· π¦ 48 Β· β±οΈ 02.04.2022):
```
pip install pysnooper
```
- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 45K Β· β±οΈ 04.04.2022):
```
conda install -c conda-forge pysnooper
```
pyelftools (π₯29 Β· β 1.4K) - Parsing ELF and DWARF in Python. Unlicense
- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 83 Β· π 440 Β· π¦ 3.4K Β· π 180 - 33% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/eliben/pyelftools
```
- [PyPi](https://pypi.org/project/pyelftools) (π₯ 1M / month Β· π¦ 520 Β· β±οΈ 03.02.2022):
```
pip install pyelftools
```
- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 87K Β· β±οΈ 11.04.2022):
```
conda install -c conda-forge pyelftools
```
typeguard (π₯29 Β· β 880) - Run-time type checker for Python. MIT
- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 20 Β· π 69 Β· π 200 - 17% open Β· β±οΈ 11.05.2022):
```
git clone https://github.com/agronholm/typeguard
```
- [PyPi](https://pypi.org/project/typeguard) (π₯ 4.1M / month Β· π¦ 300 Β· β±οΈ 10.12.2021):
```
pip install typeguard
```
- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 92K Β· β±οΈ 11.10.2021):
```
conda install -c conda-forge typeguard
```
gdbgui (π₯28 Β· β 8.6K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 39 Β· π 480 Β· π₯ 8.4K Β· π¦ 170 Β· π 290 - 43% open Β· β±οΈ 16.01.2022):
```
git clone https://github.com/cs01/gdbgui
```
- [PyPi](https://pypi.org/project/gdbgui) (π₯ 180K / month Β· π¦ 2 Β· β±οΈ 06.09.2021):
```
pip install gdbgui
```
pdbpp (π₯26 Β· β 900) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 47 Β· π¦ 2.8K Β· π 180 - 35% open Β· β±οΈ 28.04.2022):
```
git clone https://github.com/pdbpp/pdbpp
```
- [PyPi](https://pypi.org/project/pdbpp) (π₯ 280K / month Β· π¦ 590 Β· β±οΈ 09.07.2021):
```
pip install pdbpp
```
- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 72K Β· β±οΈ 11.07.2021):
```
conda install -c conda-forge pdbpp
```
icecream (π₯25 Β· β 5.9K) - Never use print() to debug again. MIT
- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 18 Β· π 120 Β· π 91 - 30% open Β· β±οΈ 16.03.2022):
```
git clone https://github.com/gruns/icecream
```
- [PyPi](https://pypi.org/project/icecream) (π₯ 210K / month Β· π¦ 51 Β· β±οΈ 15.02.2022):
```
pip install icecream
```
- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 3.1K Β· β±οΈ 16.02.2022):
```
conda install -c conda-forge icecream
```
python-hunter (π₯23 Β· β 670) - Hunter is a flexible code tracing toolkit. BSD-2
- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 9 Β· π 38 Β· π¦ 88 Β· π 87 - 42% open Β· β±οΈ 15.12.2021):
```
git clone https://github.com/ionelmc/python-hunter
```
- [PyPi](https://pypi.org/project/hunter) (π₯ 13K / month Β· π¦ 21 Β· β±οΈ 15.12.2021):
```
pip install hunter
```
- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 5.9K Β· β±οΈ 16.04.2022):
```
conda install -c conda-forge hunter
```
snoop (π₯21 Β· β 750) - A powerful set of Python debugging tools, based on PySnooper. MIT
- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 21 Β· π 27 Β· π 40 - 45% open Β· β±οΈ 26.03.2022):
```
git clone https://github.com/alexmojaki/snoop
```
- [PyPi](https://pypi.org/project/snoop) (π₯ 27K / month Β· π¦ 12 Β· β±οΈ 11.11.2021):
```
pip install snoop
```
- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 340 Β· β±οΈ 11.11.2021):
```
conda install -c conda-forge snoop
```
Birdseye (π₯20 Β· β 1.5K) - Graphical Python debugger which lets you easily view the values of all.. MIT
- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 74 Β· π 53 - 37% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/alexmojaki/birdseye
```
- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.1K / month Β· π¦ 4 Β· β±οΈ 18.05.2022):
```
pip install birdseye
```
python-manhole (π₯20 Β· β 330) - Debugging manhole for python applications. BSD-2
- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 19 Β· π¦ 96 Β· π 21 - 28% open Β· β±οΈ 02.02.2022):
```
git clone https://github.com/ionelmc/python-manhole
```
- [PyPi](https://pypi.org/project/manhole) (π₯ 9.7K / month Β· π¦ 38 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
- [Conda](https://anaconda.org/conda-forge/manhole) (π₯ 3K Β· β±οΈ 13.04.2022):
```
conda install -c conda-forge manhole
```
reloadium (π₯16 Β· β 1.2K Β· π£) - Advanced hot reloading & profiling for Python. Apache-2
- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 1 Β· π 9 Β· π 9 - 22% open Β· β±οΈ 13.05.2022):
```
git clone https://github.com/reloadware/reloadium
```
- [PyPi](https://pypi.org/project/reloadium) (π₯ 3.1K / month Β· β±οΈ 12.05.2022):
```
pip install reloadium
```
Show 1 hidden projects...
- pyrasite (π₯21 Β· β 2.6K Β· π) - Inject code into running Python processes. βοΈGPL-3.0
## Testing Tools
π best-of-web-python - Testing ( β 1.5K) - Testing libraries & tools for python web frameworks.
π unittest - Unittest is a test framework included in the Python standard library.
pytest (π₯47 Β· β 8.8K) - The pytest framework makes it easy to write small tests, yet scales.. MIT
- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 790 Β· π 2K Β· π¦ 500K Β· π 5K - 15% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/pytest-dev/pytest
```
- [PyPi](https://pypi.org/project/pytest) (π₯ 43M / month Β· π¦ 82K Β· β±οΈ 23.04.2022):
```
pip install pytest
```
- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 13M Β· β±οΈ 23.04.2022):
```
conda install -c conda-forge pytest
```
robotframework (π₯41 Β· β 7K Β· π) - Generic automation framework for acceptance testing and.. Apache-2
- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 160 Β· π 2K Β· π₯ 540 Β· π¦ 5.3K Β· π 3.8K - 5% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/robotframework/robotframework
```
- [PyPi](https://pypi.org/project/robotframework) (π₯ 1.1M / month Β· π¦ 1K Β· β±οΈ 16.05.2022):
```
pip install robotframework
```
- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 78K Β· β±οΈ 17.05.2022):
```
conda install -c conda-forge robotframework
```
tox (π₯40 Β· β 2.8K) - Command line driven CI frontend and development task automation tool. MIT
- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 260 Β· π 410 Β· π¦ 58K Β· π 1.3K - 3% open Β· β±οΈ 12.05.2022):
```
git clone https://github.com/tox-dev/tox
```
- [PyPi](https://pypi.org/project/tox) (π₯ 5.2M / month Β· π¦ 21K Β· β±οΈ 11.04.2022):
```
pip install tox
```
- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 450K Β· β±οΈ 11.04.2022):
```
conda install -c conda-forge tox
```
hypothesis (π₯39 Β· β 5.9K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 280 Β· π 490 Β· π¦ 13K Β· π 1.3K - 4% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2.7M / month Β· π¦ 1.9K Β· β±οΈ 19.05.2022):
```
pip install hypothesis
```
- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 5.6M Β· β±οΈ 18.05.2022):
```
conda install -c conda-forge hypothesis
```
pytest-cov (π₯35 Β· β 1.2K) - Coverage plugin for pytest. MIT
- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 74 Β· π 170 Β· π¦ 130K Β· π 320 - 34% open Β· β±οΈ 02.02.2022):
```
git clone https://github.com/pytest-dev/pytest-cov
```
- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 15M / month Β· π¦ 28K Β· β±οΈ 04.10.2021):
```
pip install pytest-cov
```
- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 5.2M Β· β±οΈ 04.10.2021):
```
conda install -c conda-forge pytest-cov
```
freezegun (π₯34 Β· β 3.3K) - Let your Python tests travel through time. Apache-2
- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 100 Β· π 220 Β· π 270 - 37% open Β· β±οΈ 18.03.2022):
```
git clone https://github.com/spulec/freezegun
```
- [PyPi](https://pypi.org/project/freezegun) (π₯ 5.1M / month Β· π¦ 4.4K Β· β±οΈ 18.03.2022):
```
pip install freezegun
```
- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 370K Β· β±οΈ 18.03.2022):
```
conda install -c conda-forge freezegun
```
pytest-mock (π₯34 Β· β 1.4K) - Thin-wrapper around the mock package for easier use with pytest. MIT
- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 55 Β· π 100 Β· π¦ 27K Β· π 120 - 12% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/pytest-dev/pytest-mock
```
- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 6.1M / month Β· π¦ 4.2K Β· β±οΈ 28.01.2022):
```
pip install pytest-mock
```
- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 1.5M Β· β±οΈ 22.04.2022):
```
conda install -c conda-forge pytest-mock
```
pytest-xdist (π₯34 Β· β 890) - pytest plugin for distributed testing and loop-on-failures.. MIT
- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 81 Β· π 160 Β· π 470 - 44% open Β· β±οΈ 10.05.2022):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 6M / month Β· π¦ 4.5K Β· β±οΈ 10.12.2021):
```
pip install pytest-xdist
```
- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 2.7M Β· β±οΈ 10.12.2021):
```
conda install -c conda-forge pytest-xdist
```
pyautogui (π₯33 Β· β 6.6K Β· π€) - A cross-platform GUI automation Python module for human beings... BSD-3
- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 51 Β· π 870 Β· π¦ 15K Β· π 580 - 64% open Β· β±οΈ 14.09.2021):
```
git clone https://github.com/asweigart/pyautogui
```
- [PyPi](https://pypi.org/project/pyautogui) (π₯ 450K / month Β· π¦ 570 Β· β±οΈ 07.07.2021):
```
pip install pyautogui
```
- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 150K Β· β±οΈ 11.11.2021):
```
conda install -c conda-forge pyautogui
```
playwright-python (π₯32 Β· β 6.3K) - Python version of the Playwright testing and automation.. Apache-2
- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 24 Β· π 580 Β· π¦ 1.2K Β· π 670 - 5% open Β· β±οΈ 13.05.2022):
```
git clone https://github.com/microsoft/playwright-python
```
- [PyPi](https://pypi.org/project/playwright) (π₯ 320K / month Β· π¦ 65 Β· β±οΈ 13.05.2022):
```
pip install playwright
```
pytest-asyncio (π₯32 Β· β 940) - Pytest support for asyncio. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 37 Β· π 100 Β· π₯ 26 Β· π 210 - 15% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 4.7M / month Β· π¦ 1.9K Β· β±οΈ 25.03.2022):
```
pip install pytest-asyncio
```
- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 970K Β· β±οΈ 25.03.2022):
```
conda install -c conda-forge pytest-asyncio
```
nose2 (π₯32 Β· β 710) - The successor to nose, based on unittest2. BSD-3
- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 73 Β· π 140 Β· π¦ 4.8K Β· π 250 - 19% open Β· β±οΈ 13.05.2022):
```
git clone https://github.com/nose-devs/nose2
```
- [PyPi](https://pypi.org/project/nose2) (π₯ 440K / month Β· π¦ 1.1K Β· β±οΈ 13.02.2022):
```
pip install nose2
```
- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 52K Β· β±οΈ 02.02.2020):
```
conda install -c conda-forge nose2
```
mimesis (π₯31 Β· β 3.6K) - Mimesis is a high-performance fake data generator for Python, which.. MIT
- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 290 Β· π₯ 330 Β· π 300 - 1% open Β· β±οΈ 12.05.2022):
```
git clone https://github.com/lk-geimfari/mimesis
```
- [PyPi](https://pypi.org/project/mimesis) (π₯ 140K / month Β· π¦ 61 Β· β±οΈ 25.01.2022):
```
pip install mimesis
```
- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 14K Β· β±οΈ 04.05.2022):
```
conda install -c conda-forge mimesis
```
factory_boy (π₯31 Β· β 2.8K) - A test fixtures replacement for Python. MIT
- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 120 Β· π 340 Β· π 520 - 30% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/FactoryBoy/factory_boy
```
- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2M / month Β· π¦ 2.1K Β· β±οΈ 05.05.2018):
```
pip install factory_boy
```
- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 97K Β· β±οΈ 26.10.2021):
```
conda install -c conda-forge factory_boy
```
pytest-bdd (π₯30 Β· β 1K) - BDD library for the py.test runner. MIT
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 46 Β· π 170 Β· π 290 - 45% open Β· β±οΈ 01.05.2022):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 480K / month Β· π¦ 170 Β· β±οΈ 25.10.2021):
```
pip install pytest-bdd
```
- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 46K Β· β±οΈ 03.02.2020):
```
conda install -c conda-forge pytest-bdd
```
PyHamcrest (π₯30 Β· β 620) - Hamcrest matchers for Python. BSD-3
- [GitHub](https://github.com/hamcrest/PyHamcrest) (π¨βπ» 38 Β· π 93 Β· π 70 - 27% open Β· β±οΈ 28.03.2022):
```
git clone https://github.com/hamcrest/PyHamcrest
```
- [PyPi](https://pypi.org/project/pyhamcrest) (π₯ 1M / month Β· π¦ 1.8K Β· β±οΈ 12.12.2021):
```
pip install pyhamcrest
```
- [Conda](https://anaconda.org/conda-forge/pyhamcrest) (π₯ 390K Β· β±οΈ 13.12.2021):
```
conda install -c conda-forge pyhamcrest
```
pytest-html (π₯30 Β· β 490) - Plugin for generating HTML reports for pytest results. MPL-2.0
- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 43 Β· π 180 Β· π¦ 21K Β· π 290 - 35% open Β· β±οΈ 21.04.2022):
```
git clone https://github.com/pytest-dev/pytest-html
```
- [PyPi](https://pypi.org/project/pytest-html) (π₯ 2.1M / month Β· π¦ 670 Β· β±οΈ 13.12.2020):
```
pip install pytest-html
```
- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 230K Β· β±οΈ 13.12.2020):
```
conda install -c conda-forge pytest-html
```
coveralls-python (π₯30 Β· β 470) - Show coverage stats online via coveralls.io. MIT
- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 63 Β· π 180 Β· π¦ 22K Β· π 150 - 4% open Β· β±οΈ 15.03.2022):
```
git clone https://github.com/TheKevJames/coveralls-python
```
- [PyPi](https://pypi.org/project/coveralls) (π₯ 560K / month Β· π¦ 9.2K Β· β±οΈ 11.11.2021):
```
pip install coveralls
```
- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 670K Β· β±οΈ 12.11.2021):
```
conda install -c conda-forge coveralls
```
nox (π₯28 Β· β 790) - Flexible test automation for Python. Apache-2
- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 75 Β· π 110 Β· π 280 - 10% open Β· β±οΈ 10.05.2022):
```
git clone https://github.com/theacodes/nox
```
- [PyPi](https://pypi.org/project/nox) (π₯ 940K / month Β· π¦ 170 Β· β±οΈ 07.01.2022):
```
pip install nox
```
- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 78K Β· β±οΈ 23.04.2022):
```
conda install -c conda-forge nox
```
green (π₯28 Β· β 740) - Green is a clean, colorful, fast python test runner. MIT
- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 37 Β· π 74 Β· π¦ 680 Β· π 170 - 2% open Β· β±οΈ 20.01.2022):
```
git clone https://github.com/CleanCut/green
```
- [PyPi](https://pypi.org/project/green) (π₯ 12K / month Β· π¦ 210 Β· β±οΈ 20.01.2022):
```
pip install green
```
- [Conda](https://anaconda.org/conda-forge/green) (π₯ 95K Β· β±οΈ 21.03.2022):
```
conda install -c conda-forge green
```
asv (π₯28 Β· β 680) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 68 Β· π 150 Β· π 490 - 26% open Β· β±οΈ 12.04.2022):
```
git clone https://github.com/airspeed-velocity/asv
```
- [PyPi](https://pypi.org/project/asv) (π₯ 21K / month Β· π¦ 63 Β· β±οΈ 06.02.2022):
```
pip install asv
```
- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 590K Β· β±οΈ 06.02.2022):
```
conda install -c conda-forge asv
```
ddt (π₯28 Β· β 410 Β· π€) - Data-Driven Tests for Python Unittest. MIT
- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 36 Β· π 100 Β· π¦ 4.2K Β· π 54 - 27% open Β· β±οΈ 04.10.2021):
```
git clone https://github.com/datadriventests/ddt
```
- [PyPi](https://pypi.org/project/ddt) (π₯ 250K / month Β· π¦ 1.3K Β· β±οΈ 04.10.2021):
```
pip install ddt
```
- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 69K Β· β±οΈ 15.05.2020):
```
conda install -c conda-forge ddt
```
pytest-testinfra (π₯27 Β· β 2K) - Testinfra test your infrastructures. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 110 Β· π 300 Β· π 320 - 36% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 160K / month Β· π¦ 7 Β· β±οΈ 12.04.2022):
```
pip install pytest-testinfra
```
- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 3K Β· β±οΈ 26.04.2022):
```
conda install -c conda-forge pytest-testinfra
```
pytest-sugar (π₯27 Β· β 860) - a plugin for py.test that changes the default look and feel.. BSD-3
- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 38 Β· π 63 Β· π¦ 9.8K Β· π 100 - 33% open Β· β±οΈ 02.04.2022):
```
git clone https://github.com/Teemu/pytest-sugar
```
- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 690K / month Β· π¦ 2.6K Β· β±οΈ 06.07.2020):
```
pip install pytest-sugar
```
- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 130K Β· β±οΈ 11.04.2022):
```
conda install -c conda-forge pytest-sugar
```
pytest-randomly (π₯26 Β· β 430) - Pytest plugin to randomly order tests and control random.seed. MIT
- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 16 Β· π 22 Β· π 49 - 12% open Β· β±οΈ 13.05.2022):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 630K / month Β· π¦ 190 Β· β±οΈ 11.05.2022):
```
pip install pytest-randomly
```
- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 37K Β· β±οΈ 12.05.2022):
```
conda install -c conda-forge pytest-randomly
```
pytest-mypy (π₯26 Β· β 210) - Mypy static type checker plugin for Pytest. MIT
- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 1.7K Β· π 50 - 16% open Β· β±οΈ 07.02.2022):
```
git clone https://github.com/dbader/pytest-mypy
```
- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 2.1M / month Β· π¦ 390 Β· β±οΈ 07.02.2022):
```
pip install pytest-mypy
```
- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 25K Β· β±οΈ 24.11.2020):
```
conda install -c conda-forge pytest-mypy
```
pytest-benchmark (π₯25 Β· β 890) - py.test fixture for benchmarking code. BSD-2
- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 35 Β· π 95 Β· π¦ 2.9K Β· π 160 - 51% open Β· β±οΈ 23.02.2022):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 380K / month Β· π¦ 590 Β· β±οΈ 17.04.2021):
```
pip install pytest-benchmark
```
- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 1.3M Β· β±οΈ 18.04.2021):
```
conda install -c conda-forge pytest-benchmark
```
pytest-plugins (π₯25 Β· β 450) - A grab-bag of nifty pytest plugins. MIT
- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 60 Β· π 65 Β· π 100 - 43% open Β· β±οΈ 25.04.2022):
```
git clone https://github.com/man-group/pytest-plugins
```
- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 51K / month Β· π¦ 63 Β· β±οΈ 28.05.2019):
```
pip install pytest-virtualenv
```
- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (π₯ 20K Β· β±οΈ 18.10.2021):
```
conda install -c conda-forge pytest-shutil
```
xdoctest (π₯25 Β· β 150) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 8 Β· π 8 Β· π¦ 2.6K Β· π 39 - 48% open Β· β±οΈ 06.05.2022):
```
git clone https://github.com/Erotemic/xdoctest
```
- [PyPi](https://pypi.org/project/xdoctest) (π₯ 100K / month Β· π¦ 77 Β· β±οΈ 25.03.2022):
```
pip install xdoctest
```
- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 30K Β· β±οΈ 26.03.2022):
```
conda install -c conda-forge xdoctest
```
pytest-testmon (π₯23 Β· β 550) - Selects tests affected by changed files. Executes the.. βοΈAGPL-3.0
- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 30 Β· π 120 - 20% open Β· β±οΈ 14.05.2022):
```
git clone https://github.com/tarpas/pytest-testmon
```
- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 120K / month Β· π¦ 54 Β· β±οΈ 11.03.2022):
```
pip install pytest-testmon
```
- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 34K Β· β±οΈ 03.08.2019):
```
conda install -c conda-forge pytest-testmon
```
pytest-docker (π₯22 Β· β 290) - Docker-based integration tests. MIT
- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 14 Β· π 51 Β· π₯ 86 Β· π 50 - 42% open Β· β±οΈ 09.04.2022):
```
git clone https://github.com/avast/pytest-docker
```
- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 65K / month Β· π¦ 29 Β· β±οΈ 09.04.2022):
```
pip install pytest-docker
```
pytest-lazy-fixture (π₯20 Β· β 250) - It helps to use fixtures in pytest.mark.parametrize. MIT
- [GitHub](https://github.com/TvoroG/pytest-lazy-fixture) (π¨βπ» 9 Β· π 18 Β· π¦ 710 Β· π 35 - 42% open Β· β±οΈ 27.01.2022):
```
git clone https://github.com/tvorog/pytest-lazy-fixture
```
- [PyPi](https://pypi.org/project/pytest-lazy-fixture) (π₯ 350K / month Β· π¦ 54 Β· β±οΈ 01.02.2020):
```
pip install pytest-lazy-fixture
```
- [Conda](https://anaconda.org/conda-forge/pytest-lazy-fixture) (π₯ 340K Β· β±οΈ 01.02.2020):
```
conda install -c conda-forge pytest-lazy-fixture
```
pytest-datadir (π₯20 Β· β 160) - pytest plugin for manipulating test data directories and.. MIT
- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 7 Β· π 17 Β· π¦ 590 Β· π 16 - 31% open Β· β±οΈ 18.01.2022):
```
git clone https://github.com/gabrielcnr/pytest-datadir
```
- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 130K / month Β· π¦ 71 Β· β±οΈ 22.10.2019):
```
pip install pytest-datadir
```
- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 110K Β· β±οΈ 23.10.2019):
```
conda install -c conda-forge pytest-datadir
```
Show 8 hidden projects...
- nose (π₯33 Β· β 1.4K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
- uiautomator (π₯27 Β· β 1.8K Β· π) - Python wrapper of Android uiautomator test tool. MIT
- pytest-watch (π₯25 Β· β 640 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
- sixpack (π₯21 Β· β 1.7K Β· π) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
- assertpy (π₯19 Β· β 250 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- fake2db (π₯18 Β· β 2.1K Β· π) - create custom test databases that are populated with fake data. βοΈGPL-2.0
- pytest-play (π₯16 Β· β 65 Β· π) - pytest plugin that let you automate actions and.. Apache-2
## Code Packaging
π Python.org Packaging - An Overview of Packaging for Python.
pyinstaller (π₯37 Β· β 9.1K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 430 Β· π 1.8K Β· π₯ 730K Β· π 4.5K - 6% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/pyinstaller/pyinstaller
```
- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 850K / month Β· π¦ 170 Β· β±οΈ 17.05.2022):
```
pip install pyinstaller
```
- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 310K Β· β±οΈ 27.04.2022):
```
conda install -c conda-forge pyinstaller
```
packaging (π₯36 Β· β 390) - Core utilities for Python packages. BSD-2
- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 78 Β· π 180 Β· π₯ 320 Β· π¦ 370K Β· π 250 - 26% open Β· β±οΈ 12.05.2022):
```
git clone https://github.com/pypa/packaging
```
- [PyPi](https://pypi.org/project/packaging) (π₯ 100M / month Β· π¦ 17K Β· β±οΈ 18.11.2021):
```
pip install packaging
```
- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 15M Β· β±οΈ 18.11.2021):
```
conda install -c conda-forge packaging
```
Nuitka (π₯33 Β· β 6.8K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 120 Β· π 380 Β· π 1.3K - 17% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/Nuitka/Nuitka
```
- [PyPi](https://pypi.org/project/nuitka) (π₯ 33K / month Β· π¦ 37 Β· β±οΈ 03.04.2022):
```
pip install nuitka
```
- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 340K Β· β±οΈ 03.04.2022):
```
conda install -c conda-forge nuitka
```
pex (π₯32 Β· β 2.1K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2
- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 100 Β· π 220 Β· π₯ 820K Β· π 870 - 16% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/pantsbuild/pex
```
- [PyPi](https://pypi.org/project/pex) (π₯ 330K / month Β· π¦ 130 Β· β±οΈ 18.05.2022):
```
pip install pex
```
briefcase (π₯29 Β· β 1.4K) - Tools to support converting a Python project into a standalone.. BSD-3
- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 95 Β· π 220 Β· π 410 - 20% open Β· β±οΈ 17.05.2022):
```
git clone https://github.com/beeware/briefcase
```
- [PyPi](https://pypi.org/project/briefcase) (π₯ 4.7K / month Β· π¦ 17 Β· β±οΈ 17.05.2022):
```
pip install briefcase
```
cx_Freeze (π₯29 Β· β 900) - Create standalone executables from Python scripts, with the same.. Python-2.0
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 94 Β· π 180 Β· π 740 - 8% open Β· β±οΈ 14.05.2022):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 49K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
```
pip install cx_freeze
```
- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 120K Β· β±οΈ 26.03.2022):
```
conda install -c conda-forge cx_freeze
```
py2app (π₯27 Β· β 190) - py2app is a Python setuptools command which will allow you to make.. MIT
- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 30 Β· π 22 Β· π 420 - 31% open Β· β±οΈ 30.04.2022):
```
git clone https://github.com/ronaldoussoren/py2app
```
- [PyPi](https://pypi.org/project/py2app) (π₯ 12K / month Β· π¦ 830 Β· β±οΈ 10.04.2022):
```
pip install py2app
```
PyOxidizer (π₯26 Β· β 3.7K) - A modern Python application packaging and distribution tool. MPL-2.0
- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 42 Β· π 150 Β· π₯ 2.7K Β· π 470 - 58% open Β· β±οΈ 15.05.2022):
```
git clone https://github.com/indygreg/PyOxidizer
```
- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 1.4K / month Β· β±οΈ 08.03.2022):
```
pip install pyoxidizer
```
shiv (π₯25 Β· β 1.4K) - shiv is a command line utility for building fully self contained Python.. BSD-2
- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 35 Β· π 80 Β· π₯ 190 Β· π 100 - 29% open Β· β±οΈ 24.01.2022):
```
git clone https://github.com/linkedin/shiv
```
- [PyPi](https://pypi.org/project/shiv) (π₯ 15K / month Β· π¦ 12 Β· β±οΈ 24.01.2022):
```
pip install shiv
```
pynsist (π₯23 Β· β 780) - Build Windows installers for Python applications. MIT
- [GitHub](https://github.com/takluyver/pynsist) (π¨βπ» 30 Β· π 110 Β· π 160 - 17% open Β· β±οΈ 21.04.2022):
```
git clone https://github.com/takluyver/pynsist
```
- [PyPi](https://pypi.org/project/pynsist) (π₯ 1.5K / month Β· π¦ 47 Β· β±οΈ 21.03.2022):
```
pip install pynsist
```
py2exe (π₯23 Β· β 400) - A distutils extension to create standalone Windows programs from Python code. MIT
- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 51 Β· π₯ 8.9K Β· π¦ 1.5K Β· π 110 - 8% open Β· β±οΈ 13.02.2022):
```
git clone https://github.com/py2exe/py2exe
```
- [PyPi](https://pypi.org/project/py2exe) (π₯ 15K / month Β· π¦ 180 Β· β±οΈ 13.02.2022):
```
pip install py2exe
```
constructor (π₯23 Β· β 360) - tool for creating installers from conda packages. BSD-3
- [GitHub](https://github.com/conda/constructor) (π¨βπ» 51 Β· π 140 Β· π₯ 230 Β· π¦ 12 Β· π 290 - 22% open Β· β±οΈ 13.05.2022):
```
git clone https://github.com/conda/constructor
```
- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 6.2K Β· β±οΈ 02.05.2022):
```
conda install -c anaconda constructor
```
xar (π₯20 Β· β 1.5K) - executable archive format. BSD-3
- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 34 Β· π 51 Β· π¦ 19 Β· π 31 - 25% open Β· β±οΈ 12.05.2022):
```
git clone https://github.com/facebookincubator/xar
```
- [PyPi](https://pypi.org/project/xar) (π₯ 110 / month Β· β±οΈ 02.12.2020):
```
pip install xar
```
Show 2 hidden projects...
- subpar (π₯13 Β· β 520 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
- pyship (π₯9 Β· β 24 Β· π€) - pyship - ship Python desktop apps to end users. MIT
## Build Tools
setuptools (π₯44 Β· β 1.7K) - Official project repository for the Setuptools build system. MIT
- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 500 Β· π 880 Β· π₯ 120 Β· π¦ 170K Β· π 2.1K - 24% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/pypa/setuptools
```
- [PyPi](https://pypi.org/project/setuptools) (π₯ 180M / month Β· π¦ 36K Β· β±οΈ 18.05.2022):
```
pip install setuptools
```
- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 41M Β· β±οΈ 17.05.2022):
```
conda install -c conda-forge setuptools
```
buildbot (π₯36 Β· β 4.8K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 820 Β· π 1.6K Β· π₯ 27K Β· π¦ 280 Β· π 1.4K - 45% open Β· β±οΈ 14.05.2022):
```
git clone https://github.com/buildbot/buildbot
```
- [PyPi](https://pypi.org/project/buildbot) (π₯ 58K / month Β· π¦ 460 Β· β±οΈ 06.03.2022):
```
pip install buildbot
```
- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 53K Β· β±οΈ 07.03.2022):
```
conda install -c conda-forge buildbot
```
invoke (π₯35 Β· β 3.6K) - Pythonic task management & command execution. BSD-2
- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 57 Β· π 320 Β· π¦ 12K Β· π 710 - 47% open Β· β±οΈ 11.05.2022):
```
git clone https://github.com/pyinvoke/invoke
```
- [PyPi](https://pypi.org/project/invoke) (π₯ 2.7M / month Β· π¦ 2.6K Β· β±οΈ 11.05.2022):
```
pip install invoke
```
- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 580K Β· β±οΈ 11.05.2022):
```
conda install -c conda-forge invoke
```
twine (π₯35 Β· β 1.3K) - Utilities for interacting with PyPI. Apache-2
- [GitHub](https://github.com/pypa/twine) (π¨βπ» 110 Β· π 260 Β· π¦ 63K Β· π 410 - 8% open Β· β±οΈ 15.05.2022):
```
git clone https://github.com/pypa/twine
```
- [PyPi](https://pypi.org/project/twine) (π₯ 2.7M / month Β· π¦ 12K Β· β±οΈ 31.03.2022):
```
pip install twine
```
- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 460K Β· β±οΈ 31.03.2022):
```
conda install -c conda-forge twine
```
wheel (π₯34 Β· β 320) - The official binary distribution format for Python. MIT
- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 64 Β· π 100 Β· π 340 - 10% open Β· β±οΈ 12.05.2022):
```
git clone https://github.com/pypa/wheel
```
- [PyPi](https://pypi.org/project/wheel) (π₯ 120M / month Β· π¦ 35K Β· β±οΈ 22.12.2021):
```
pip install wheel
```
- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 32M Β· β±οΈ 22.12.2021):
```
conda install -c conda-forge wheel
```
scons (π₯33 Β· β 1.4K) - SCons - a software construction tool. MIT
- [GitHub](https://github.com/SCons/scons) (π¨βπ» 140 Β· π 260 Β· π₯ 430 Β· π 3.3K - 19% open Β· β±οΈ 15.05.2022):
```
git clone https://github.com/SCons/scons
```
- [PyPi](https://pypi.org/project/scons) (π₯ 210K / month Β· π¦ 37 Β· β±οΈ 17.12.2019):
```
pip install scons
```
- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 280K Β· β±οΈ 17.11.2021):
```
conda install -c conda-forge scons
```
doit (π₯33 Β· β 1.4K) - task management & automation tool. MIT
- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 63 Β· π 150 Β· π¦ 950 Β· π 270 - 23% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/pydoit/doit
```
- [PyPi](https://pypi.org/project/doit) (π₯ 310K / month Β· π¦ 280 Β· β±οΈ 22.04.2022):
```
pip install doit
```
- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 93K Β· β±οΈ 22.04.2022):
```
conda install -c conda-forge doit
```
setuptools_scm (π₯33 Β· β 570) - the blessed package to manage your versions by scm tags. MIT
- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 100 Β· π 160 Β· π 400 - 21% open Β· β±οΈ 15.04.2022):
```
git clone https://github.com/pypa/setuptools_scm
```
- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 15M / month Β· π¦ 380 Β· β±οΈ 09.08.2018):
```
pip install setuptools_scm
```
- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 980K Β· β±οΈ 19.01.2022):
```
conda install -c conda-forge setuptools_scm
```
flit (π₯30 Β· β 1.7K) - Simplified packaging of Python modules. BSD-3
- [GitHub](https://github.com/pypa/flit) (π¨βπ» 51 Β· π 93 Β· π 330 - 34% open Β· β±οΈ 23.02.2022):
```
git clone https://github.com/pypa/flit
```
- [PyPi](https://pypi.org/project/flit) (π₯ 150K / month Β· π¦ 230 Β· β±οΈ 23.02.2022):
```
pip install flit
```
- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 110K Β· β±οΈ 23.02.2022):
```
conda install -c conda-forge flit
```
pybuilder (π₯29 Β· β 1.4K) - Software build automation tool for Python. Apache-2
- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 36 Β· π 240 Β· π 500 - 18% open Β· β±οΈ 24.02.2022):
```
git clone https://github.com/pybuilder/pybuilder
```
- [PyPi](https://pypi.org/project/pybuilder) (π₯ 15K / month Β· π¦ 60 Β· β±οΈ 24.02.2022):
```
pip install pybuilder
```
- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 11K Β· β±οΈ 10.04.2022):
```
conda install -c conda-forge pybuilder
```
paver (π₯24 Β· β 450 Β· π€) - Python-based project scripting. BSD-3
- [GitHub](https://github.com/paver/paver) (π¨βπ» 45 Β· π 79 Β· π 130 - 28% open Β· β±οΈ 21.06.2021):
```
git clone https://github.com/paver/paver
```
- [PyPi](https://pypi.org/project/paver) (π₯ 34K / month Β· π¦ 960 Β· β±οΈ 31.12.2017):
```
pip install paver
```
- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 24K Β· β±οΈ 24.07.2018):
```
conda install -c conda-forge paver
```
universal-build (π₯14 Β· β 17) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 4 Β· π 6 Β· π₯ 16 Β· π¦ 9 Β· β±οΈ 17.11.2021):
```
git clone https://github.com/ml-tooling/universal-build
```
- [PyPi](https://pypi.org/project/universal-build) (π₯ 340 / month Β· π¦ 5 Β· β±οΈ 12.12.2020):
```
pip install universal-build
```
Show 2 hidden projects...
- buildout (π₯30 Β· β 540) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
- pynt (π₯18 Β· β 150 Β· π) - A pynt of Python build. MIT
## System Monitoring & Profiling
psutil (π₯44 Β· β 8.4K) - Cross-platform lib for process and system monitoring in Python. BSD-3
- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 180 Β· π 1.2K Β· π¦ 160K Β· π 1.5K - 13% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/giampaolo/psutil
```
- [PyPi](https://pypi.org/project/psutil) (π₯ 53M / month Β· π¦ 15K Β· β±οΈ 29.12.2021):
```
pip install psutil
```
- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 12M Β· β±οΈ 02.04.2022):
```
conda install -c conda-forge psutil
```
Glances (π₯37 Β· β 20K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 160 Β· π 1.3K Β· π₯ 780 Β· π¦ 440 Β· π 1.5K - 14% open Β· β±οΈ 15.05.2022):
```
git clone https://github.com/nicolargo/glances
```
- [PyPi](https://pypi.org/project/glances) (π₯ 170K / month Β· π¦ 50 Β· β±οΈ 10.04.2022):
```
pip install glances
```
- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 150K Β· β±οΈ 13.04.2022):
```
conda install -c conda-forge glances
```
py-spy (π₯30 Β· β 8.5K) - Sampling profiler for Python programs. MIT
- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 29 Β· π 310 Β· π₯ 8.6K Β· π 250 - 33% open Β· β±οΈ 16.05.2022):
```
git clone https://github.com/benfred/py-spy
```
- [PyPi](https://pypi.org/project/py-spy) (π₯ 770K / month Β· π¦ 38 Β· β±οΈ 17.05.2022):
```
pip install py-spy
```
- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 310K Β· β±οΈ 18.12.2021):
```
conda install -c conda-forge py-spy
```
- [Cargo](https://crates.io/crates/py-spy) (π₯ 1.1K / month Β· π¦ 1 Β· β±οΈ 17.05.2022):
```
cargo install py-spy
```
Scalene (π₯30 Β· β 5.7K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 30 Β· π 200 Β· π¦ 99 Β· π 210 - 26% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/plasma-umass/scalene
```
- [PyPi](https://pypi.org/project/scalene) (π₯ 7.5K / month Β· π¦ 3 Β· β±οΈ 29.04.2022):
```
pip install scalene
```
Diamond (π₯30 Β· β 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
- [GitHub](https://github.com/python-diamond/Diamond) (π¨βπ» 370 Β· π 590 Β· π¦ 86 Β· π 380 - 60% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/python-diamond/Diamond
```
- [PyPi](https://pypi.org/project/diamond) (π₯ 30K / month Β· π¦ 32 Β· β±οΈ 25.11.2016):
```
pip install diamond
```
line_profiler (π₯29 Β· β 3.5K) - Line-by-line profiling for Python. BSD-3
- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 31 Β· π 250 Β· π 57 - 45% open Β· β±οΈ 06.05.2022):
```
git clone https://github.com/pyutils/line_profiler
```
- [PyPi](https://pypi.org/project/line_profiler) (π₯ 140K / month Β· π¦ 350 Β· β±οΈ 20.12.2017):
```
pip install line_profiler
```
- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 240K Β· β±οΈ 22.03.2022):
```
conda install -c conda-forge line_profiler
```
memory-profiler (π₯29 Β· β 3.4K) - Monitor Memory usage of Python code. BSD-3
- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 96 Β· π 340 Β· π 220 - 51% open Β· β±οΈ 12.04.2022):
```
git clone https://github.com/pythonprofilers/memory_profiler
```
- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 540K / month Β· π¦ 270 Β· β±οΈ 16.08.2018):
```
pip install memory_profiler
```
- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 180K Β· β±οΈ 19.12.2021):
```
conda install -c conda-forge memory_profiler
```
pyinstrument (π₯28 Β· β 4.3K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 38 Β· π 180 Β· π¦ 650 Β· π 100 - 18% open Β· β±οΈ 10.05.2022):
```
git clone https://github.com/joerick/pyinstrument
```
- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 310K / month Β· π¦ 97 Β· β±οΈ 14.11.2021):
```
pip install pyinstrument
```
- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 110K Β· β±οΈ 26.01.2022):
```
conda install -c conda-forge pyinstrument
```
Bpytop (π₯27 Β· β 8.5K) - Linux/OSX/FreeBSD resource monitor. Apache-2
- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 35 Β· π 330 Β· π 280 - 21% open Β· β±οΈ 06.03.2022):
```
git clone https://github.com/aristocratos/bpytop
```
- [PyPi](https://pypi.org/project/bpytop) (π₯ 8.7K / month Β· π¦ 1 Β· β±οΈ 22.12.2021):
```
pip install bpytop
```
- [Conda](https://anaconda.org/conda-forge/bpytop) (π₯ 4.5K Β· β±οΈ 22.12.2021):
```
conda install -c conda-forge bpytop
```
pympler (π₯27 Β· β 910) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 29 Β· π 75 Β· π 90 - 44% open Β· β±οΈ 29.12.2021):
```
git clone https://github.com/pympler/pympler
```
- [PyPi](https://pypi.org/project/pympler) (π₯ 1.5M / month Β· π¦ 290 Β· β±οΈ 22.12.2021):
```
pip install pympler
```
- [Conda](https://anaconda.org/conda-forge/pympler) (π₯ 190K Β· β±οΈ 14.10.2020):
```
conda install -c conda-forge pympler
```
Yappi (π₯27 Β· β 910) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 26 Β· π 54 Β· π¦ 580 Β· π 56 - 32% open Β· β±οΈ 08.12.2021):
```
git clone https://github.com/sumerc/yappi
```
- [PyPi](https://pypi.org/project/yappi) (π₯ 760K / month Β· π¦ 340 Β· β±οΈ 15.12.2021):
```
pip install yappi
```
- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 100K Β· β±οΈ 30.03.2022):
```
conda install -c conda-forge yappi
```
heartrate (π₯19 Β· β 1.4K) - Simple real time visualisation of the execution of a Python program. MIT
- [GitHub](https://github.com/alexmojaki/heartrate) (π¨βπ» 3 Β· π 120 Β· π¦ 39 Β· π 7 - 57% open Β· β±οΈ 13.11.2021):
```
git clone https://github.com/alexmojaki/heartrate
```
- [PyPi](https://pypi.org/project/heartrate) (π₯ 1.1K / month Β· π¦ 3 Β· β±οΈ 13.11.2021):
```
pip install heartrate
```
- [Conda](https://anaconda.org/conda-forge/heartrate) (π₯ 580 Β· β±οΈ 13.11.2021):
```
conda install -c conda-forge heartrate
```
pyheat (π₯18 Β· β 720 Β· π€) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- [GitHub](https://github.com/csurfer/pyheat) (π¨βπ» 5 Β· π 40 Β· π¦ 39 Β· π 14 - 35% open Β· β±οΈ 18.09.2021):
```
git clone https://github.com/csurfer/pyheat
```
- [PyPi](https://pypi.org/project/py-heat) (π₯ 1.7K / month Β· π¦ 6 Β· β±οΈ 06.12.2018):
```
pip install py-heat
```
Show 4 hidden projects...
- vprof (π₯23 Β· β 3.8K Β· π) - Visual profiler for Python. BSD-2
- memory_profiler (π₯22 Β· β 73 Β· π) - Monitor Memory usage of Python code. BSD-3
- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
## AST Tools
typed_ast (π₯30 Β· β 210) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 25 Β· π 52 Β· π 87 - 3% open Β· β±οΈ 10.05.2022):
```
git clone https://github.com/python/typed_ast
```
- [PyPi](https://pypi.org/project/typed_ast) (π₯ 13M / month Β· π¦ 5.5K Β· β±οΈ 16.04.2022):
```
pip install typed_ast
```
- [Conda](https://anaconda.org/conda-forge/typed-ast) (π₯ 4.5M Β· β±οΈ 17.04.2022):
```
conda install -c conda-forge typed-ast
```
astor (π₯28 Β· β 660 Β· π€) - Python AST read/write. BSD-3
- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 31 Β· π 85 Β· π 110 - 31% open Β· β±οΈ 27.10.2021):
```
git clone https://github.com/berkerpeksag/astor
```
- [PyPi](https://pypi.org/project/astor) (π₯ 4.4M / month Β· π¦ 2.1K Β· β±οΈ 10.12.2019):
```
pip install astor
```
- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.6M Β· β±οΈ 01.07.2020):
```
conda install -c conda-forge astor
```
gast (π₯26 Β· β 120) - Python AST that abstracts the underlying Python version. BSD-3
- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 25 Β· π¦ 85K Β· π 28 - 3% open Β· β±οΈ 24.02.2022):
```
git clone https://github.com/serge-sans-paille/gast
```
- [PyPi](https://pypi.org/project/gast) (π₯ 13M / month Β· π¦ 1.9K Β· β±οΈ 13.11.2021):
```
pip install gast
```
- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 1.5M Β· β±οΈ 15.11.2021):
```
conda install -c conda-forge gast
```
asteval (π₯23 Β· β 130) - minimalistic evaluator of python expression using ast module. MIT
- [GitHub](https://github.com/newville/asteval) (π¨βπ» 19 Β· π 32 Β· π 54 - 9% open Β· β±οΈ 07.02.2022):
```
git clone https://github.com/newville/asteval
```
- [PyPi](https://pypi.org/project/asteval) (π₯ 140K / month Β· π¦ 160 Β· β±οΈ 16.01.2022):
```
pip install asteval
```
- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 170K Β· β±οΈ 29.04.2022):
```
conda install -c conda-forge asteval
```
Show 1 hidden projects...
- astunparse (π₯27 Β· β 180 Β· π) - An AST unparser for Python. BSD-3
## Others
pre-commit (π₯40 Β· β 8.1K Β· π) - A framework for managing and maintaining multi-language pre-.. MIT
- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 140 Β· π 600 Β· π₯ 60K Β· π¦ 49K Β· π 1.5K - 1% open Β· β±οΈ 15.05.2022):
```
git clone https://github.com/pre-commit/pre-commit
```
- [PyPi](https://pypi.org/project/pre-commit) (π₯ 5.2M / month Β· π¦ 3.2K Β· β±οΈ 05.05.2022):
```
pip install pre-commit
```
- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 1.3M Β· β±οΈ 05.05.2022):
```
conda install -c conda-forge pre-commit
```