Best-of Python Developer Tools
π A ranked list of awesome python developer tools and libraries. Updated weekly.
This curated list contains 270 awesome open-source projects with a total of 830K stars grouped into 16 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) _43 projects_
- [Code Formatters](#code-formatters) _7 projects_
- [Code Refactoring](#code-refactoring) _18 projects_
- [Code Security](#code-security) _8 projects_
- [Virtual Environments](#virtual-environments) _10 projects_
- [Dependency & Package Managers](#dependency--package-managers) _11 projects_
- [Code Metrics & Complexity](#code-metrics--complexity) _6 projects_
- [Logging](#logging) _21 projects_
- [Shell](#shell) _2 projects_
- [Documentation](#documentation) _29 projects_
- [Debugging Tools](#debugging-tools) _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) _18 projects_
- [AST Tools](#ast-tools) _6 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₯46 Β· β 15K) - Optional static typing for Python. MIT
- [GitHub](https://github.com/python/mypy) (π¨βπ» 640 Β· π 2.5K Β· π¦ 180K Β· π 9K - 27% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/python/mypy
```
- [PyPi](https://pypi.org/project/mypy) (π₯ 14M / month Β· π¦ 8.1K Β· β±οΈ 14.11.2022):
```
pip install mypy
```
- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 2.8M Β· β±οΈ 07.03.2023):
```
conda install -c conda-forge mypy
```
pylint (π₯43 Β· β 4.6K) - Its not just a linter that annoys you!. βοΈGPL-2.0
- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 520 Β· π 990 Β· π¦ 350K Β· π 4.9K - 15% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/PyCQA/pylint
```
- [PyPi](https://pypi.org/project/pylint) (π₯ 14M / month Β· π¦ 22K Β· β±οΈ 22.01.2023):
```
pip install pylint
```
- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 3.9M Β· β±οΈ 22.03.2023):
```
conda install -c conda-forge pylint
```
flake8 (π₯42 Β· β 2.7K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 170 Β· π 280 Β· π¦ 440K Β· π 1.5K - 1% open Β· β±οΈ 14.03.2023):
```
git clone https://github.com/PyCQA/flake8
```
- [PyPi](https://pypi.org/project/flake8) (π₯ 25M / month Β· π¦ 44K Β· β±οΈ 23.11.2022):
```
pip install flake8
```
- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 5.9M Β· β±οΈ 25.11.2022):
```
conda install -c conda-forge flake8
```
pyright (π₯37 Β· β 10K) - Static Type Checker for Python. MIT
- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 92 Β· π 920 Β· π₯ 110 Β· π¦ 470 Β· π 3.9K - 0% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/Microsoft/pyright
```
- [npm](https://www.npmjs.com/package/pyright) (π₯ 500K / month Β· π¦ 10 Β· β±οΈ 29.03.2023):
```
npm install pyright
```
pycodestyle (π₯37 Β· β 4.8K) - Simple Python style checker in one Python file. βοΈSaxpath
- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 700 Β· π¦ 320K Β· π 710 - 16% open Β· β±οΈ 13.12.2022):
```
git clone https://github.com/PyCQA/pycodestyle
```
- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 31M / month Β· π¦ 12K Β· β±οΈ 23.11.2022):
```
pip install pycodestyle
```
- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 6.1M Β· β±οΈ 24.11.2022):
```
conda install -c conda-forge pycodestyle
```
pyflakes (π₯35 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 84 Β· π 170 Β· π¦ 210K Β· π 500 - 11% open Β· β±οΈ 31.01.2023):
```
git clone https://github.com/PyCQA/pyflakes
```
- [PyPi](https://pypi.org/project/pyflakes) (π₯ 22M / month Β· π¦ 14K Β· β±οΈ 24.11.2022):
```
pip install pyflakes
```
- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 5.9M Β· β±οΈ 24.11.2022):
```
conda install -c conda-forge pyflakes
```
pyre-check (π₯34 Β· β 6.3K Β· π) - Performant type-checking for python. MIT
- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 240 Β· π 410 Β· π 370 - 36% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/facebook/pyre-check
```
- [PyPi](https://pypi.org/project/pyre-check) (π₯ 62K / month Β· π¦ 39 Β· β±οΈ 08.11.2022):
```
pip install pyre-check
```
wemake-python-styleguide (π₯34 Β· β 2.2K) - The strictest and most opinionated python linter ever!. MIT
- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 360 Β· π¦ 14K Β· π 1.1K - 10% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 250K / month Β· π¦ 50 Β· β±οΈ 27.09.2022):
```
pip install wemake-python-styleguide
```
pydocstyle (π₯33 Β· β 1K) - docstring style checker. MIT
- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 89 Β· π 190 Β· π₯ 60 Β· π¦ 53K Β· π 330 - 33% open Β· β±οΈ 17.01.2023):
```
git clone https://github.com/PyCQA/pydocstyle
```
- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 3.2M / month Β· π¦ 2.7K Β· β±οΈ 17.01.2023):
```
pip install pydocstyle
```
- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 1.3M Β· β±οΈ 17.01.2023):
```
conda install -c conda-forge pydocstyle
```
parso (π₯33 Β· β 530) - A Python Parser. MIT
- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 46 Β· π 89 Β· π¦ 280K Β· π 110 - 7% open Β· β±οΈ 14.02.2023):
```
git clone https://github.com/davidhalter/parso
```
- [PyPi](https://pypi.org/project/parso) (π₯ 19M / month Β· π¦ 6K Β· β±οΈ 30.11.2021):
```
pip install parso
```
- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 13M Β· β±οΈ 01.12.2021):
```
conda install -c conda-forge parso
```
pytype (π₯32 Β· β 4.2K) - A static type analyzer for Python code. Apache-2
- [GitHub](https://github.com/google/pytype) (π¨βπ» 90 Β· π 270 Β· π 600 - 19% open Β· β±οΈ 21.03.2023):
```
git clone https://github.com/google/pytype
```
- [PyPi](https://pypi.org/project/pytype) (π₯ 300K / month Β· π¦ 120 Β· β±οΈ 31.01.2023):
```
pip install pytype
```
- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 150K Β· β±οΈ 14.03.2023):
```
conda install -c conda-forge pytype
```
flake8-bugbear (π₯31 Β· β 930) - A plugin for Flake8 finding likely bugs and design problems.. MIT
- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 73 Β· π 89 Β· π¦ 31K Β· π 190 - 25% open Β· β±οΈ 23.03.2023):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.8M / month Β· π¦ 390 Β· β±οΈ 20.01.2023):
```
pip install flake8-bugbear
```
- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 680K Β· β±οΈ 23.03.2023):
```
conda install -c conda-forge flake8-bugbear
```
pylint-django (π₯28 Β· β 550) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 67 Β· π 120 Β· π₯ 220 Β· π¦ 25K Β· π 220 - 26% open Β· β±οΈ 31.01.2023):
```
git clone https://github.com/PyCQA/pylint-django
```
- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1M / month Β· π¦ 1.2K Β· β±οΈ 25.03.2022):
```
pip install pylint-django
```
- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 140K Β· β±οΈ 07.04.2022):
```
conda install -c conda-forge pylint-django
```
hacking (π₯28 Β· β 230 Β· π€) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 180 Β· π 65 Β· β±οΈ 10.06.2022):
```
git clone https://github.com/openstack/hacking
```
- [PyPi](https://pypi.org/project/hacking) (π₯ 260K / month Β· π¦ 4.4K Β· β±οΈ 06.10.2022):
```
pip install hacking
```
flake8-quotes (π₯28 Β· β 160) - Flake8 extension for checking quotes in python. MIT
- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 32 Β· π 36 Β· π¦ 18K Β· π 49 - 12% open Β· β±οΈ 19.12.2022):
```
git clone https://github.com/zheller/flake8-quotes
```
- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 720K / month Β· π¦ 860 Β· β±οΈ 19.12.2022):
```
pip install flake8-quotes
```
- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (π₯ 670K Β· β±οΈ 20.12.2022):
```
conda install -c conda-forge flake8-quotes
```
beartype (π₯27 Β· β 1.7K) - Unbearably fast near-real-time runtime type-checking in pure Python. MIT
- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 15 Β· π 33 Β· π 180 - 24% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/beartype/beartype
```
- [PyPi](https://pypi.org/project/beartype) (π₯ 150K / month Β· π¦ 86 Β· β±οΈ 17.01.2023):
```
pip install beartype
```
- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 40K Β· β±οΈ 31.01.2023):
```
conda install -c conda-forge beartype
```
pylama (π₯27 Β· β 980 Β· π€) - Code audit tool for python. MIT
- [GitHub](https://github.com/klen/pylama) (π¨βπ» 48 Β· π 99 Β· π¦ 5.7K Β· π 140 - 33% open Β· β±οΈ 08.08.2022):
```
git clone https://github.com/klen/pylama
```
- [PyPi](https://pypi.org/project/pylama) (π₯ 180K / month Β· π¦ 610 Β· β±οΈ 08.08.2022):
```
pip install pylama
```
flake8-isort (π₯27 Β· β 150) - flake8 plugin that integrates isort. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 37 Β· π 90 Β· π¦ 21K Β· π 57 - 15% open Β· β±οΈ 22.12.2022):
```
git clone https://github.com/gforcada/flake8-isort
```
- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 970K / month Β· π¦ 650 Β· β±οΈ 22.12.2022):
```
pip install flake8-isort
```
- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 33K Β· β±οΈ 23.12.2022):
```
conda install -c conda-forge flake8-isort
```
mypy-protobuf (π₯26 Β· β 550) - open source tools to generate mypy stubs from protobufs. Apache-2
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 36 Β· π 70 Β· π 120 - 7% open Β· β±οΈ 13.03.2023):
```
git clone https://github.com/dropbox/mypy-protobuf
```
- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 1.2M / month Β· π¦ 64 Β· β±οΈ 20.10.2022):
```
pip install mypy-protobuf
```
- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 88K Β· β±οΈ 24.08.2022):
```
conda install -c conda-forge mypy-protobuf
```
flake8-comprehensions (π₯26 Β· β 420) - A flake8 plugin to help you write better.. MIT
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 14 Β· π 20 Β· π 53 - 7% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 980K / month Β· π¦ 680 Β· β±οΈ 29.10.2022):
```
pip install flake8-comprehensions
```
- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 700K Β· β±οΈ 21.03.2023):
```
conda install -c conda-forge flake8-comprehensions
```
nitpick (π₯26 Β· β 330 Β· π) - Enforce the same settings on multiple projects. MIT
- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 15 Β· π 20 Β· π₯ 4 Β· π¦ 1.2K Β· π 120 - 36% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/andreoliwa/nitpick
```
- [PyPi](https://pypi.org/project/nitpick) (π₯ 29K / month Β· π¦ 17 Β· β±οΈ 27.03.2022):
```
pip install nitpick
```
flake8-eradicate (π₯26 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT
- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 16 Β· π 11 Β· π¦ 16K Β· π 46 - 34% open Β· β±οΈ 27.12.2022):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 540K / month Β· π¦ 93 Β· β±οΈ 20.09.2022):
```
pip install flake8-eradicate
```
- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (π₯ 7.1K Β· β±οΈ 26.09.2022):
```
conda install -c conda-forge flake8-eradicate
```
flake8-black (π₯26 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 10 Β· π 12 Β· π¦ 6.6K Β· π 29 - 20% open Β· β±οΈ 06.02.2023):
```
git clone https://github.com/peterjc/flake8-black
```
- [PyPi](https://pypi.org/project/flake8-black) (π₯ 810K / month Β· π¦ 190 Β· β±οΈ 20.12.2022):
```
pip install flake8-black
```
- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 430K Β· β±οΈ 21.11.2022):
```
conda install -c conda-forge flake8-black
```
check-manifest (π₯25 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 22 Β· π 37 Β· π¦ 8.9K Β· π 94 - 19% open Β· β±οΈ 11.12.2022):
```
git clone https://github.com/mgedmin/check-manifest
```
- [PyPi](https://pypi.org/project/check-manifest) (π₯ 220K / month Β· π¦ 2.9K Β· β±οΈ 05.12.2022):
```
pip install check-manifest
```
- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 81K Β· β±οΈ 05.12.2022):
```
conda install -c conda-forge check-manifest
```
flake8-import-order (π₯25 Β· β 270) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 46 Β· π 70 Β· π 100 - 10% open Β· β±οΈ 10.12.2022):
```
git clone https://github.com/PyCQA/flake8-import-order
```
- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 350K / month Β· π¦ 1.2K Β· β±οΈ 26.11.2022):
```
pip install flake8-import-order
```
- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 230K Β· β±οΈ 28.11.2022):
```
conda install -c conda-forge flake8-import-order
```
flake8-builtins (π₯25 Β· β 100) - Check for python builtins being used as variables or.. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 17 Β· π 21 Β· π¦ 8.7K Β· π 44 - 4% open Β· β±οΈ 22.12.2022):
```
git clone https://github.com/gforcada/flake8-builtins
```
- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 690K / month Β· π¦ 410 Β· β±οΈ 22.12.2022):
```
pip install flake8-builtins
```
- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 190K Β· β±οΈ 23.12.2022):
```
conda install -c conda-forge flake8-builtins
```
Fixit (π₯23 Β· β 380) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 33 Β· π 47 Β· π¦ 34 Β· π 66 - 48% open Β· β±οΈ 18.03.2023):
```
git clone https://github.com/Instagram/Fixit
```
- [PyPi](https://pypi.org/project/fixit) (π₯ 18K / month Β· π¦ 2 Β· β±οΈ 30.07.2021):
```
pip install fixit
```
flake8-simplify (π₯21 Β· β 150) - A flake8 plugin that helps you to simplify code. MIT
- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 12 Β· π 15 Β· π 110 - 34% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/MartinThoma/flake8-simplify
```
- [PyPi](https://pypi.org/project/flake8-simplify) (π₯ 320K / month Β· π¦ 75 Β· β±οΈ 28.07.2022):
```
pip install flake8-simplify
```
- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 23K Β· β±οΈ 29.07.2022):
```
conda install -c conda-forge flake8-simplify
```
flake8-bandit (π₯20 Β· β 100 Β· π€) - Automated security testing using bandit and flake8. MIT
- [GitHub](https://github.com/tylerwince/flake8-bandit) (π¨βπ» 12 Β· π 26 Β· π 27 - 40% open Β· β±οΈ 29.08.2022):
```
git clone https://github.com/tylerwince/flake8-bandit
```
- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 510K / month Β· π¦ 140 Β· β±οΈ 29.08.2022):
```
pip install flake8-bandit
```
pylint-flask (π₯19 Β· β 62 Β· π€) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0
- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 9 Β· π¦ 7.2K Β· π 11 - 45% open Β· β±οΈ 19.07.2022):
```
git clone https://github.com/jschaf/pylint-flask
```
- [PyPi](https://pypi.org/project/pylint-flask) (π₯ 330K / month Β· π¦ 360 Β· β±οΈ 30.01.2019):
```
pip install pylint-flask
```
- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 86K Β· β±οΈ 02.02.2019):
```
conda install -c conda-forge pylint-flask
```
imhotep (π₯17 Β· β 220 Β· π€) - 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₯ 57 / month Β· π¦ 5 Β· β±οΈ 20.02.2022):
```
pip install imhotep
```
linty_fresh (π₯13 Β· β 180) - Surface lint errors during code review. Apache-2 mypy
- [GitHub](https://github.com/lyft/linty_fresh) (π¨βπ» 18 Β· π 21 Β· π 9 - 88% open Β· β±οΈ 13.12.2022):
```
git clone https://github.com/lyft/linty_fresh
```
- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 37 / month Β· β±οΈ 12.12.2018):
```
pip install linty-fresh
```
Show 11 hidden projects...
- pep8-naming (π₯29 Β· β 440) - Naming Convention checker for Python. βοΈSaxpath
- coala (π₯28 Β· β 3.4K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
- darglint (π₯28 Β· β 470 Β· π) - A python documentation linter which checks that the docstring.. MIT
- data-science-types (π₯25 Β· β 190 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
- flake8-commas (π₯25 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT MIT MIT MIT MIT
- yala (π₯16 Β· β 14) - Yet Another Linter Aggregator. MIT MIT
## Code Formatters
black (π₯45 Β· β 32K) - The uncompromising Python code formatter. MIT
- [GitHub](https://github.com/psf/black) (π¨βπ» 370 Β· π 2K Β· π₯ 28K Β· π¦ 350K Β· π 2.3K - 17% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/psf/black
```
- [PyPi](https://pypi.org/project/black) (π₯ 20M / month Β· π¦ 11K Β· β±οΈ 28.06.2022):
```
pip install black
```
- [Conda](https://anaconda.org/conda-forge/black) (π₯ 6.8M Β· β±οΈ 30.03.2023):
```
conda install -c conda-forge black
```
isort (π₯42 Β· β 5.7K) - A Python utility / library to sort imports. MIT
- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 280 Β· π 520 Β· π¦ 370K Β· π 1.2K - 11% open Β· β±οΈ 22.03.2023):
```
git clone https://github.com/PyCQA/isort
```
- [PyPi](https://pypi.org/project/isort) (π₯ 27M / month Β· π¦ 17K Β· β±οΈ 30.01.2023):
```
pip install isort
```
- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 4.5M Β· β±οΈ 01.02.2023):
```
conda install -c conda-forge isort
```
yapf (π₯39 Β· β 13K) - A formatter for Python files. Apache-2
- [GitHub](https://github.com/google/yapf) (π¨βπ» 140 Β· π 890 Β· π¦ 73K Β· π 790 - 48% open Β· β±οΈ 24.02.2023):
```
git clone https://github.com/google/yapf
```
- [PyPi](https://pypi.org/project/yapf) (π₯ 4M / month Β· π¦ 2.3K Β· β±οΈ 21.02.2023):
```
pip install yapf
```
- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 1.4M Β· β±οΈ 06.01.2022):
```
conda install -c conda-forge yapf
```
autopep8 (π₯37 Β· β 4.3K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 57 Β· π 280 Β· π¦ 170K Β· π 460 - 24% open Β· β±οΈ 19.03.2023):
```
git clone https://github.com/hhatto/autopep8
```
- [PyPi](https://pypi.org/project/autopep8) (π₯ 3.5M / month Β· π¦ 5.8K Β· β±οΈ 15.12.2022):
```
pip install autopep8
```
- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 1.1M Β· β±οΈ 03.03.2023):
```
conda install -c conda-forge autopep8
```
docformatter (π₯28 Β· β 380) - Formats docstrings to follow PEP 257. MIT
- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 26 Β· π 48 Β· π¦ 2.7K Β· π 92 - 22% open Β· β±οΈ 03.03.2023):
```
git clone https://github.com/myint/docformatter
```
- [PyPi](https://pypi.org/project/docformatter) (π₯ 340K / month Β· π¦ 130 Β· β±οΈ 16.12.2022):
```
pip install docformatter
```
- [Conda](https://anaconda.org/conda-forge/docformatter) (π₯ 54K Β· β±οΈ 19.12.2022):
```
conda install -c conda-forge docformatter
```
autoimport (π₯19 Β· β 69) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
- [GitHub](https://github.com/lyz-code/autoimport) (π¨βπ» 13 Β· π 21 Β· π¦ 100 Β· π 38 - 21% open Β· β±οΈ 24.03.2023):
```
git clone https://github.com/lyz-code/autoimport
```
- [PyPi](https://pypi.org/project/autoimport) (π₯ 6.2K / month Β· π¦ 5 Β· β±οΈ 08.02.2023):
```
pip install autoimport
```
Show 1 hidden projects...
- pyformat (π₯19 Β· β 91 Β· π) - Formats Python code to follow a consistent style. βοΈSaxpath
## Code Refactoring
jedi (π₯41 Β· β 5.4K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 160 Β· π 490 Β· π¦ 290K Β· π 1.3K - 3% open Β· β±οΈ 21.03.2023):
```
git clone https://github.com/davidhalter/jedi
```
- [PyPi](https://pypi.org/project/jedi) (π₯ 20M / month Β· π¦ 8.4K Β· β±οΈ 21.11.2022):
```
pip install jedi
```
- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 15M Β· β±οΈ 22.11.2022):
```
conda install -c conda-forge jedi
```
rope (π₯36 Β· β 1.6K) - a python refactoring library. βοΈLGPL-3.0
- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 78 Β· π 160 Β· π¦ 61K Β· π 290 - 24% open Β· β±οΈ 06.03.2023):
```
git clone https://github.com/python-rope/rope
```
- [PyPi](https://pypi.org/project/rope) (π₯ 770K / month Β· π¦ 1.6K Β· β±οΈ 17.01.2023):
```
pip install rope
```
- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 1.1M Β· β±οΈ 29.01.2023):
```
conda install -c conda-forge rope
```
vulture (π₯31 Β· β 2.5K) - Find dead Python code. MIT
- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 35 Β· π 110 Β· π¦ 3.6K Β· π 180 - 7% open Β· β±οΈ 27.02.2023):
```
git clone https://github.com/jendrikseipp/vulture
```
- [PyPi](https://pypi.org/project/vulture) (π₯ 430K / month Β· π¦ 220 Β· β±οΈ 09.01.2023):
```
pip install vulture
```
- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 67K Β· β±οΈ 09.01.2023):
```
conda install -c conda-forge vulture
```
pyupgrade (π₯29 Β· β 2.6K Β· π) - A tool (and pre-commit hook) to automatically upgrade syntax for.. MIT
- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 34 Β· π 150 Β· π 360 - 3% open Β· β±οΈ 14.03.2023):
```
git clone https://github.com/asottile/pyupgrade
```
- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 390K / month Β· π¦ 60 Β· β±οΈ 06.12.2022):
```
pip install pyupgrade
```
- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 510K Β· β±οΈ 07.12.2022):
```
conda install -c conda-forge pyupgrade
```
autoflake (π₯28 Β· β 740) - Removes unused imports and unused variables as reported by pyflakes. MIT
- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 36 Β· π 69 Β· π 100 - 33% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/myint/autoflake
```
- [PyPi](https://pypi.org/project/autoflake) (π₯ 1.3M / month Β· π¦ 680 Β· β±οΈ 31.01.2023):
```
pip install autoflake
```
- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 460K Β· β±οΈ 14.10.2022):
```
conda install -c conda-forge autoflake
```
MonkeyType (π₯26 Β· β 4.2K) - A Python library that generates static type annotations by.. BSD-3
- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 45 Β· π 150 Β· π 160 - 20% open Β· β±οΈ 20.03.2023):
```
git clone https://github.com/Instagram/MonkeyType
```
- [PyPi](https://pypi.org/project/monkeytype) (π₯ 53K / month Β· π¦ 26 Β· β±οΈ 18.02.2022):
```
pip install monkeytype
```
- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 48K Β· β±οΈ 20.03.2023):
```
conda install -c conda-forge monkeytype
```
Bowler (π₯23 Β· β 1.5K) - Safe code refactoring for modern Python. MIT
- [GitHub](https://github.com/facebookincubator/Bowler) (π¨βπ» 27 Β· π 90 Β· π 80 - 57% open Β· β±οΈ 20.01.2023):
```
git clone https://github.com/facebookincubator/Bowler
```
- [PyPi](https://pypi.org/project/bowler) (π₯ 88K / month Β· π¦ 7 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 15K Β· β±οΈ 12.06.2019):
```
conda install -c conda-forge bowler
```
add-trailing-comma (π₯21 Β· β 280) - A tool (and pre-commit hook) to automatically add trailing.. MIT
- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 20 Β· β±οΈ 14.03.2023):
```
git clone https://github.com/asottile/add-trailing-comma
```
- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 23K / month Β· π¦ 14 Β· β±οΈ 12.12.2022):
```
pip install add-trailing-comma
```
unimport (π₯20 Β· β 190) - A linter, formatter for finding and removing unused import statements. MIT
- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 14 Β· π 20 Β· π 100 - 11% open Β· β±οΈ 04.02.2023):
```
git clone https://github.com/hakancelik96/unimport
```
- [PyPi](https://pypi.org/project/unimport) (π₯ 12K / month Β· π¦ 3 Β· β±οΈ 29.01.2022):
```
pip install unimport
```
com2ann (π₯16 Β· β 130 Β· π€) - Tool for translation type comments to type annotations in Python. MIT
- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 5 Β· π 9 Β· π¦ 36 Β· π 26 - 30% open Β· β±οΈ 19.07.2022):
```
git clone https://github.com/ilevkivskyi/com2ann
```
- [PyPi](https://pypi.org/project/com2ann) (π₯ 11K / month Β· π¦ 1 Β· β±οΈ 21.08.2021):
```
pip install com2ann
```
retype (π₯14 Β· β 130 Β· π€) - Re-apply type annotations from .pyi stubs to your codebase. MIT
- [GitHub](https://github.com/ambv/retype) (π¨βπ» 9 Β· π 19 Β· β±οΈ 14.08.2022):
```
git clone https://github.com/ambv/retype
```
- [PyPi](https://pypi.org/project/retype) (π₯ 650 / month Β· π¦ 18 Β· β±οΈ 14.08.2022):
```
pip install retype
```
- [Conda](https://anaconda.org/conda-forge/retype) (π₯ 21K Β· β±οΈ 15.08.2022):
```
conda install -c conda-forge retype
```
Show 7 hidden projects...
- eradicate (π₯26 Β· β 170) - Removes commented-out code from Python files. βοΈSaxpath
- redbaron (π₯24 Β· β 660 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
- baron (π₯23 Β· β 280 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
- pyannotate (π₯21 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
- unify (π₯20 Β· β 81 Β· π) - Modifies strings to all use the same quote where possible. MIT
- pep8ify (π₯15 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
- massedit (π₯15 Β· β 110 Β· π) - Programmatically edit text files with Python. Useful for source to.. MIT
## Code Security
bandit (π₯37 Β· β 5.1K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 160 Β· π 510 Β· π₯ 640 Β· π¦ 40K Β· π 630 - 29% open Β· β±οΈ 13.03.2023):
```
git clone https://github.com/PyCQA/bandit
```
- [PyPi](https://pypi.org/project/bandit) (π₯ 3.2M / month Β· π¦ 1.7K Β· β±οΈ 04.03.2022):
```
pip install bandit
```
- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 220K Β· β±οΈ 11.03.2023):
```
conda install -c conda-forge bandit
```
sqlmap (π₯32 Β· β 27K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 120 Β· π 5.2K Β· π 4.9K - 1% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/sqlmapproject/sqlmap
```
- [PyPi](https://pypi.org/project/sqlmap) (π₯ 7.6K / month Β· π¦ 6 Β· β±οΈ 03.06.2022):
```
pip install sqlmap
```
safety (π₯30 Β· β 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 120 Β· π₯ 300K Β· π¦ 13 Β· π 170 - 32% open Β· β±οΈ 26.02.2023):
```
git clone https://github.com/pyupio/safety
```
- [PyPi](https://pypi.org/project/safety) (π₯ 1.1M / month Β· π¦ 390 Β· β±οΈ 08.12.2022):
```
pip install safety
```
- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 57K Β· β±οΈ 09.12.2022):
```
conda install -c conda-forge safety
```
detect-secrets (π₯29 Β· β 2.8K) - An enterprise friendly way of detecting and preventing.. Apache-2
- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 71 Β· π 360 Β· π 320 - 38% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/Yelp/detect-secrets
```
- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 380K / month Β· π¦ 33 Β· β±οΈ 04.10.2022):
```
pip install detect-secrets
```
dlint (π₯21 Β· β 140) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 15 Β· π 45 - 53% open Β· β±οΈ 09.03.2023):
```
git clone https://github.com/dlint-py/dlint
```
- [PyPi](https://pypi.org/project/dlint) (π₯ 200K / month Β· π¦ 50 Β· β±οΈ 09.08.2022):
```
pip install dlint
```
- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 2K Β· β±οΈ 15.02.2023):
```
conda install -c conda-forge dlint
```
Show 3 hidden projects...
- pyarmor (π₯32 Β· β 2.1K) - 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 110 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
## Virtual Environments
pipenv (π₯44 Β· β 24K) - Python Development Workflow for Humans. MIT
- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 460 Β· π 1.8K Β· π¦ 71K Β· π 3.9K - 4% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/pypa/pipenv
```
- [PyPi](https://pypi.org/project/pipenv) (π₯ 6.6M / month Β· π¦ 1.3K Β· β±οΈ 19.12.2022):
```
pip install pipenv
```
- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 94K Β· β±οΈ 20.03.2023):
```
conda install -c conda-forge pipenv
```
virtualenv (π₯41 Β· β 4.4K) - Virtual Python Environment builder. MIT
- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 250 Β· π 980 Β· π¦ 240K Β· π 1.3K - 6% open Β· β±οΈ 23.03.2023):
```
git clone https://github.com/pypa/virtualenv
```
- [PyPi](https://pypi.org/project/virtualenv) (π₯ 47M / month Β· π¦ 18K Β· β±οΈ 28.02.2023):
```
pip install virtualenv
```
- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 4M Β· β±οΈ 13.03.2023):
```
conda install -c conda-forge virtualenv
```
pyenv (π₯33 Β· β 31K) - Simple Python version management. MIT
- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 420 Β· π 2.7K Β· π 1.6K - 2% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/pyenv/pyenv
```
- [PyPi](https://pypi.org/project/pyenv) (π₯ 12K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
nodeenv (π₯33 Β· β 1.6K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
- [GitHub](https://github.com/ekalinin/nodeenv) (π¨βπ» 89 Β· π 170 Β· π¦ 42K Β· π 180 - 26% open Β· β±οΈ 19.03.2023):
```
git clone https://github.com/ekalinin/nodeenv
```
- [PyPi](https://pypi.org/project/nodeenv) (π₯ 10M / month Β· π¦ 920 Β· β±οΈ 25.06.2022):
```
pip install nodeenv
```
- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 2.3M Β· β±οΈ 25.06.2022):
```
conda install -c conda-forge nodeenv
```
pyenv-virtualenv (π₯21 Β· β 5.4K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 56 Β· π 350 Β· π 340 - 35% open Β· β±οΈ 22.03.2023):
```
git clone https://github.com/pyenv/pyenv-virtualenv
```
dh-virtualenv (π₯17 Β· β 1.6K) - Python virtualenvs in Debian packages. βοΈGPL-2.0
- [GitHub](https://github.com/spotify/dh-virtualenv) (π¨βπ» 60 Β· π 180 Β· π 200 - 14% open Β· β±οΈ 03.01.2023):
```
git clone https://github.com/spotify/dh-virtualenv
```
pyenv-installer (π₯16 Β· β 3.6K) - This tool is used to install `pyenv` and friends. MIT
- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 39 Β· π 380 Β· π 76 - 6% open Β· β±οΈ 23.03.2023):
```
git clone https://github.com/pyenv/pyenv-installer
```
freshenv (π₯15 Β· β 160) - Provision, share, manage local and cloud developer environments. MPL-2.0
- [GitHub](https://github.com/raiyanyahya/freshenv) (π¨βπ» 3 Β· π 3 Β· π 5 - 40% open Β· β±οΈ 06.11.2022):
```
git clone https://github.com/raiyanyahya/freshenv
```
- [PyPi](https://pypi.org/project/freshenv) (π₯ 310 / month Β· β±οΈ 06.11.2022):
```
pip install freshenv
```
- [Conda](https://anaconda.org/raiyanyahya/freshenv):
```
conda install -c raiyanyahya freshenv
```
Show 2 hidden projects...
- vex (π₯18 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 8.6K) - The Python package installer. MIT
- [GitHub](https://github.com/pypa/pip) (π¨βπ» 720 Β· π 2.9K Β· π¦ 130K Β· π 6.8K - 14% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/pypa/pip
```
- [PyPi](https://pypi.org/project/pip) (π₯ 140M / month Β· π¦ 11K Β· β±οΈ 17.02.2023):
```
pip install pip
```
- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 72M Β· β±οΈ 17.02.2023):
```
conda install -c conda-forge pip
```
conda (π₯41 Β· β 5.3K) - A system-level, binary package and environment manager running on all.. BSD-3
- [GitHub](https://github.com/conda/conda) (π¨βπ» 420 Β· π 1.3K Β· π 9K - 8% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/conda/conda
```
- [PyPi](https://pypi.org/project/conda) (π₯ 200K / month Β· π¦ 1.1K Β· β±οΈ 22.04.2017):
```
pip install conda
```
- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 40M Β· β±οΈ 28.03.2023):
```
conda install -c conda-forge conda
```
poetry (π₯40 Β· β 24K) - Python packaging and dependency management made easy. MIT
- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 440 Β· π 1.9K Β· π₯ 15M Β· π 5K - 14% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/python-poetry/poetry
```
- [PyPi](https://pypi.org/project/poetry) (π₯ 12M / month Β· π¦ 240 Β· β±οΈ 10.01.2023):
```
pip install poetry
```
- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 810K Β· β±οΈ 20.03.2023):
```
conda install -c conda-forge poetry
```
pip-tools (π₯36 Β· β 6.7K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 190 Β· π 570 Β· π 930 - 14% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/jazzband/pip-tools
```
- [PyPi](https://pypi.org/project/pip-tools) (π₯ 9.8M / month Β· π¦ 2.2K Β· β±οΈ 31.01.2023):
```
pip install pip-tools
```
- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 78K Β· β±οΈ 01.03.2023):
```
conda install -c conda-forge pip-tools
```
pipx (π₯33 Β· β 6.2K) - Install and Run Python Applications in Isolated Environments. MIT
- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 89 Β· π 280 Β· π₯ 160 Β· π¦ 1.1K Β· π 550 - 23% open Β· β±οΈ 24.03.2023):
```
git clone https://github.com/pypa/pipx
```
- [PyPi](https://pypi.org/project/pipx) (π₯ 580K / month Β· π¦ 12 Β· β±οΈ 28.05.2022):
```
pip install pipx
```
- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 21K Β· β±οΈ 13.03.2023):
```
conda install -c conda-forge pipx
```
PDM (π₯32 Β· β 4.2K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 100 Β· π 210 Β· π₯ 3 Β· π¦ 99 Β· π 990 - 2% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/pdm-project/pdm
```
- [PyPi](https://pypi.org/project/pdm) (π₯ 140K / month Β· π¦ 23 Β· β±οΈ 02.03.2023):
```
pip install pdm
```
- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 98K Β· β±οΈ 16.03.2023):
```
conda install -c conda-forge pdm
```
pipreqs (π₯31 Β· β 5K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 53 Β· π 330 Β· π¦ 17K Β· π 260 - 62% open Β· β±οΈ 14.01.2023):
```
git clone https://github.com/bndr/pipreqs
```
- [PyPi](https://pypi.org/project/pipreqs) (π₯ 2M / month Β· π¦ 360 Β· β±οΈ 23.10.2021):
```
pip install pipreqs
```
- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 34K Β· β±οΈ 08.04.2022):
```
conda install -c conda-forge pipreqs
```
mamba (π₯28 Β· β 4.4K) - The Fast Cross-Platform Package Manager. BSD-3
- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 120 Β· π 260 Β· π 1.3K - 37% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/mamba-org/mamba
```
- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 6.9M Β· β±οΈ 28.03.2023):
```
conda install -c conda-forge mamba
```
pyflow (π₯23 Β· β 1.2K Β· π€) - An installation and dependency system for Python. MIT
- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 28 Β· π 45 Β· π₯ 5.3K Β· π¦ 42 Β· π 130 - 45% open Β· β±οΈ 11.03.2022):
```
git clone https://github.com/David-OConnor/pyflow
```
- [PyPi](https://pypi.org/project/pyflow) (π₯ 210 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
```
pip install pyflow
```
pip-run (π₯19 Β· β 81) - pip-run - dynamic dependency loader for Python. MIT
- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 14 Β· π 13 Β· π 55 - 5% open Β· β±οΈ 23.02.2023):
```
git clone https://github.com/jaraco/pip-run
```
- [PyPi](https://pypi.org/project/pip-run) (π₯ 3.1K / month Β· π¦ 3 Β· β±οΈ 23.01.2023):
```
pip install pip-run
```
Show 1 hidden projects...
- dephell (π₯25 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
## Code Metrics & Complexity
prospector (π₯34 Β· β 1.8K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 87 Β· π 160 Β· π¦ 4.1K Β· π 360 - 14% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/PyCQA/prospector
```
- [PyPi](https://pypi.org/project/prospector) (π₯ 640K / month Β· π¦ 730 Β· β±οΈ 10.01.2023):
```
pip install prospector
```
- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 64K Β· β±οΈ 10.03.2022):
```
conda install -c conda-forge prospector
```
radon (π₯32 Β· β 1.4K Β· π) - Various code metrics for Python code. MIT
- [GitHub](https://github.com/rubik/radon) (π¨βπ» 56 Β· π 100 Β· π¦ 3.8K Β· π 160 - 12% open Β· β±οΈ 26.03.2023):
```
git clone https://github.com/rubik/radon
```
- [PyPi](https://pypi.org/project/radon) (π₯ 450K / month Β· π¦ 630 Β· β±οΈ 08.08.2021):
```
pip install radon
```
- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 55K Β· β±οΈ 07.09.2021):
```
conda install -c conda-forge radon
```
mccabe (π₯30 Β· β 550) - McCabe complexity checker for Python. βοΈSaxpath
- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 22 Β· π 51 Β· π¦ 350K Β· π 52 - 25% open Β· β±οΈ 23.03.2023):
```
git clone https://github.com/PyCQA/mccabe
```
- [PyPi](https://pypi.org/project/mccabe) (π₯ 29M / month Β· π¦ 16K Β· β±οΈ 24.01.2022):
```
pip install mccabe
```
- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 6.4M Β· β±οΈ 24.01.2022):
```
conda install -c conda-forge mccabe
```
wily (π₯26 Β· β 1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 23 Β· π 56 Β· π¦ 170 Β· π 89 - 33% open Β· β±οΈ 13.03.2023):
```
git clone https://github.com/tonybaloney/wily
```
- [PyPi](https://pypi.org/project/wily) (π₯ 15K / month Β· π¦ 10 Β· β±οΈ 20.10.2022):
```
pip install wily
```
cohesion (π₯18 Β· β 190) - A tool for measuring Python class cohesion. βοΈGPL-3.0
- [GitHub](https://github.com/mschwager/cohesion) (π¨βπ» 3 Β· π 4 Β· π 16 - 25% open Β· β±οΈ 08.03.2023):
```
git clone https://github.com/mschwager/cohesion
```
- [PyPi](https://pypi.org/project/cohesion) (π₯ 16K / month Β· π¦ 12 Β· β±οΈ 10.07.2019):
```
pip install cohesion
```
- [Conda](https://anaconda.org/conda-forge/cohesion) (π₯ 1.1K Β· β±οΈ 08.03.2023):
```
conda install -c conda-forge cohesion
```
Show 1 hidden projects...
- xenon (π₯22 Β· β 220 Β· π) - Monitoring tool based on radon. MIT
## Logging
rich (π₯43 Β· β 43K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 220 Β· π 1.5K Β· π¦ 76K Β· π 1.1K - 10% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/Textualize/rich
```
- [PyPi](https://pypi.org/project/rich) (π₯ 23M / month Β· π¦ 3.8K Β· β±οΈ 28.01.2023):
```
pip install rich
```
- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 3.3M Β· β±οΈ 27.03.2023):
```
conda install -c conda-forge rich
```
tqdm (π₯43 Β· β 24K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.2K Β· π₯ 11K Β· π¦ 430K Β· π 990 - 42% open Β· β±οΈ 03.03.2023):
```
git clone https://github.com/tqdm/tqdm
```
- [PyPi](https://pypi.org/project/tqdm) (π₯ 59M / month Β· π¦ 25K Β· β±οΈ 03.03.2023):
```
pip install tqdm
```
- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 19M Β· β±οΈ 04.03.2023):
```
conda install -c conda-forge tqdm
```
- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 4.1K Β· β 2 Β· β±οΈ 18.03.2023):
```
docker pull tqdm/tqdm
```
sentry-sdk (π₯39 Β· β 1.5K) - The official Python SDK for Sentry.io. MIT
- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 160 Β· π 350 Β· π₯ 3.8K Β· π¦ 41K Β· π 860 - 21% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/getsentry/sentry-python
```
- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 22M / month Β· π¦ 360 Β· β±οΈ 16.03.2023):
```
pip install sentry-sdk
```
- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 380K Β· β±οΈ 28.03.2023):
```
conda install -c conda-forge sentry-sdk
```
loguru (π₯36 Β· β 15K) - Python logging made (stupidly) simple. MIT
- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 42 Β· π 590 Β· π¦ 49K Β· π 730 - 11% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/Delgan/loguru
```
- [PyPi](https://pypi.org/project/loguru) (π₯ 8.1M / month Β· π¦ 2.3K Β· β±οΈ 20.09.2020):
```
pip install loguru
```
- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 1.1M Β· β±οΈ 26.10.2022):
```
conda install -c conda-forge loguru
```
tabulate (π₯35 Β· β 1.6K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 83 Β· π 120 Β· π¦ 110K Β· π 190 - 38% open Β· β±οΈ 08.11.2022):
```
git clone https://github.com/astanin/python-tabulate
```
- [PyPi](https://pypi.org/project/tabulate) (π₯ 48M / month Β· π¦ 7.3K Β· β±οΈ 06.10.2022):
```
pip install tabulate
```
- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 4.5M Β· β±οΈ 07.10.2022):
```
conda install -c conda-forge tabulate
```
python-json-logger (π₯35 Β· β 1.5K) - Json Formatter for the standard python logger. BSD-2
- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 63 Β· π 200 Β· π¦ 44K Β· π 93 - 4% open Β· β±οΈ 28.02.2023):
```
git clone https://github.com/madzak/python-json-logger
```
- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 15M / month Β· π¦ 800 Β· β±οΈ 11.07.2022):
```
pip install python-json-logger
```
- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 2.9M Β· β±οΈ 22.02.2023):
```
conda install -c conda-forge python-json-logger
```
progressbar2 (π₯34 Β· β 810) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 42 Β· π 95 Β· π₯ 1.8K Β· π¦ 27K Β· π 210 - 4% open Β· β±οΈ 18.03.2023):
```
git clone https://github.com/WoLpH/python-progressbar
```
- [PyPi](https://pypi.org/project/progressbar2) (π₯ 18M / month Β· π¦ 1.6K Β· β±οΈ 01.11.2022):
```
pip install progressbar2
```
- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 800K Β· β±οΈ 27.10.2022):
```
conda install -c conda-forge progressbar2
```
alive-progress (π₯31 Β· β 4.3K Β· π) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 7 Β· π 170 Β· π¦ 1.7K Β· π 190 - 8% open Β· β±οΈ 24.03.2023):
```
git clone https://github.com/rsalmei/alive-progress
```
- [PyPi](https://pypi.org/project/alive-progress) (π₯ 290K / month Β· π¦ 170 Β· β±οΈ 02.01.2023):
```
pip install alive-progress
```
- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 28K Β· β±οΈ 24.03.2023):
```
conda install -c conda-forge alive-progress
```
colorlog (π₯30 Β· β 790 Β· π€) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 84 Β· π¦ 23K Β· π 76 - 3% open Β· β±οΈ 29.08.2022):
```
git clone https://github.com/borntyping/python-colorlog
```
- [PyPi](https://pypi.org/project/colorlog) (π₯ 7.7M / month Β· π¦ 2.6K Β· β±οΈ 29.08.2022):
```
pip install colorlog
```
- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 1.4M Β· β±οΈ 26.10.2022):
```
conda install -c conda-forge colorlog
```
wasabi (π₯29 Β· β 380) - A lightweight console printing and formatting toolkit. MIT
- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 12 Β· π 26 Β· π¦ 26K Β· π 9 - 44% open Β· β±οΈ 30.01.2023):
```
git clone https://github.com/ines/wasabi
```
- [PyPi](https://pypi.org/project/wasabi) (π₯ 4.2M / month Β· π¦ 300 Β· β±οΈ 16.01.2023):
```
pip install wasabi
```
- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 1M Β· β±οΈ 23.01.2023):
```
conda install -c conda-forge wasabi
```
notifiers (π₯27 Β· β 2.4K Β· π€) - The easy way to send notifications. MIT
- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 19 Β· π 94 Β· π¦ 550 Β· π 110 - 38% open Β· β±οΈ 14.07.2022):
```
git clone https://github.com/liiight/notifiers
```
- [PyPi](https://pypi.org/project/notifiers) (π₯ 500K / month Β· π¦ 22 Β· β±οΈ 10.02.2022):
```
pip install notifiers
```
- [Conda](https://anaconda.org/conda-forge/notifiers) (π₯ 31K Β· β±οΈ 07.09.2022):
```
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» 7 Β· π 35 Β· π¦ 240 Β· π 28 - 25% open Β· β±οΈ 20.02.2023):
```
git clone https://github.com/cknd/stackprinter
```
- [PyPi](https://pypi.org/project/stackprinter) (π₯ 440K / month Β· π¦ 26 Β· β±οΈ 24.11.2022):
```
pip install stackprinter
```
- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 4.8K Β· β±οΈ 31.10.2020):
```
conda install -c conda-forge stackprinter
```
better-exceptions (π₯24 Β· β 4.3K) - Pretty and useful exceptions in Python, automatically. MIT
- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 17 Β· π 200 Β· π 76 - 39% open Β· β±οΈ 05.01.2023):
```
git clone https://github.com/Qix-/better-exceptions
```
- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 110K / month Β· π¦ 73 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
python-devtools (π₯21 Β· β 660) - Dev tools for python. MIT
- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 11 Β· π 33 Β· π¦ 1.4K Β· π 49 - 22% open Β· β±οΈ 06.02.2023):
```
git clone https://github.com/samuelcolvin/python-devtools
```
- [PyPi](https://pypi.org/project/python-devtools) (π₯ 320 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
```
pip install python-devtools
```
- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 12K Β· β±οΈ 28.11.2022):
```
conda install -c conda-forge python-devtools
```
Show 7 hidden projects...
- structlog (π₯34 Β· β 2.5K) - Simple, powerful, and fast logging for Python. βUnlicensed
- logbook (π₯31 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
- prettytable (π₯31 Β· β 990) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
- python-coloredlogs (π₯29 Β· β 500 Β· π) - Colored terminal output for Pythons logging module. MIT
- rebound (π₯26 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
- PrettyErrors (π₯22 Β· β 2.6K Β· π) - Prettify Python exception output to make it legible. MIT
- tbvaccine (π₯16 Β· β 370 Β· π) - A small utility to pretty-print Python tracebacks. MIT
## Shell
xxh (π₯22 Β· β 4.3K) - Bring your favorite shell wherever you go through the ssh. BSD-2
- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 23 Β· π 88 Β· π₯ 1.4K Β· π¦ 70 Β· π 77 - 24% open Β· β±οΈ 22.02.2023):
```
git clone https://github.com/xxh/xxh
```
- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 580 / month Β· β±οΈ 29.09.2022):
```
pip install xxh-xxh
```
Show 1 hidden projects...
- xonsh (π₯32 Β· β 6.9K) - Python-powered, cross-platform, Unix-gazing shell. βοΈBSD-1-Clause
## Documentation
π best-of-mkdocs ( β 190) - Collection of MkDocs projects and plugins.
sphinx (π₯45 Β· β 5.3K) - The Sphinx documentation generator. BSD-3
- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 770 Β· π 1.9K Β· π¦ 290K Β· π 6.5K - 18% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/sphinx-doc/sphinx
```
- [PyPi](https://pypi.org/project/sphinx) (π₯ 9.4M / month Β· π¦ 62K Β· β±οΈ 10.01.2023):
```
pip install sphinx
```
- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 7.2M Β· β±οΈ 12.01.2023):
```
conda install -c conda-forge sphinx
```
mkdocs-material (π₯42 Β· β 13K) - Documentation that simply works. MIT
- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 200 Β· π 2.9K Β· π¦ 30K Β· π 1.8K - 1% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/squidfunk/mkdocs-material
```
- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 2.4M / month Β· π¦ 660 Β· β±οΈ 08.11.2022):
```
pip install mkdocs-material
```
- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 220K Β· β±οΈ 25.03.2023):
```
conda install -c conda-forge mkdocs-material
```
mkdocs (π₯40 Β· β 16K) - Project documentation with Markdown. BSD-2
- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 220 Β· π 2.2K Β· π¦ 41K Β· π 1.8K - 8% open Β· β±οΈ 06.11.2022):
```
git clone https://github.com/mkdocs/mkdocs
```
- [PyPi](https://pypi.org/project/mkdocs) (π₯ 1.5M / month Β· π¦ 4.2K Β· β±οΈ 01.11.2022):
```
pip install mkdocs
```
- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 240K Β· β±οΈ 12.11.2022):
```
conda install -c conda-forge mkdocs
```
sphinx_rtd_theme (π₯38 Β· β 4.3K) - 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 820 - 28% open Β· β±οΈ 07.02.2023):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 3.4M / month Β· π¦ 7.3K Β· β±οΈ 18.01.2023):
```
pip install sphinx_rtd_theme
```
- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 3.2M Β· β±οΈ 12.02.2023):
```
conda install -c conda-forge sphinx_rtd_theme
```
numpydoc (π₯35 Β· β 23K) - Numpys Sphinx extensions. BSD-3
- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 76 Β· π 7.8K Β· π¦ 38K Β· π 200 - 37% open Β· β±οΈ 14.03.2023):
```
git clone https://github.com/numpy/numpydoc
```
- [PyPi](https://pypi.org/project/numpydoc) (π₯ 480K / month Β· π¦ 4.6K Β· β±οΈ 08.10.2022):
```
pip install numpydoc
```
- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 1.7M Β· β±οΈ 09.10.2022):
```
conda install -c conda-forge numpydoc
```
alabaster (π₯35 Β· β 690) - Lightweight, configurable Sphinx theme. BSD-3
- [GitHub](https://github.com/sphinx-doc/alabaster) (π¨βπ» 29 Β· π 180 Β· π¦ 92K Β· π 120 - 53% open Β· β±οΈ 05.03.2023):
```
git clone https://github.com/bitprophet/alabaster
```
- [PyPi](https://pypi.org/project/alabaster) (π₯ 6.7M / month Β· π¦ 7.7K Β· β±οΈ 13.01.2023):
```
pip install alabaster
```
- [Conda](https://anaconda.org/conda-forge/alabaster) (π₯ 5.7M Β· β±οΈ 13.01.2023):
```
conda install -c conda-forge alabaster
```
breathe (π₯33 Β· β 660) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
- [GitHub](https://github.com/breathe-doc/breathe) (π¨βπ» 110 Β· π 180 Β· π₯ 470 Β· π¦ 9.1K Β· π 540 - 27% open Β· β±οΈ 28.02.2023):
```
git clone https://github.com/michaeljones/breathe
```
- [PyPi](https://pypi.org/project/breathe) (π₯ 320K / month Β· π¦ 1K Β· β±οΈ 20.06.2022):
```
pip install breathe
```
- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 450K Β· β±οΈ 01.03.2023):
```
conda install -c conda-forge breathe
```
pdoc (π₯32 Β· β 1.5K Β· π) - API Documentation for Python Projects. Unlicense
- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 49 Β· π 170 Β· π¦ 1.7K Β· π 320 - 5% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/mitmproxy/pdoc
```
- [PyPi](https://pypi.org/project/pdoc) (π₯ 110K / month Β· π¦ 260 Β· β±οΈ 06.01.2023):
```
pip install pdoc
```
mkdocstrings (π₯31 Β· β 1.2K) - Automatic documentation from sources, for MkDocs. ISC
- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 36 Β· π 92 Β· π¦ 7.1K Β· π 320 - 16% open Β· β±οΈ 07.03.2023):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 350K / month Β· π¦ 530 Β· β±οΈ 19.01.2023):
```
pip install mkdocstrings
```
- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 54K Β· β±οΈ 20.01.2023):
```
conda install -c conda-forge mkdocstrings
```
sphinx-autodoc-typehints (π₯31 Β· β 480) - Type hints support for the Sphinx autodoc extension. MIT
- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 50 Β· π 92 Β· π¦ 33K Β· π 160 - 14% open Β· β±οΈ 23.03.2023):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.3M / month Β· π¦ 1.5K Β· β±οΈ 30.01.2023):
```
pip install sphinx-autodoc-typehints
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 460K Β· β±οΈ 25.01.2023):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
interrogate (π₯26 Β· β 470 Β· π€) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 34 Β· π¦ 3.9K Β· π 50 - 46% open Β· β±οΈ 29.07.2022):
```
git clone https://github.com/econchick/interrogate
```
- [PyPi](https://pypi.org/project/interrogate) (π₯ 220K / month Β· π¦ 89 Β· β±οΈ 10.09.2021):
```
pip install interrogate
```
sphinx-autobuild (π₯26 Β· β 450) - Watch a Sphinx directory and rebuild the documentation.. MIT
- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 24 Β· π 58 Β· π¦ 17K Β· π 74 - 28% open Β· β±οΈ 09.02.2023):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 400K / month Β· π¦ 2.7K Β· β±οΈ 14.03.2021):
```
pip install sphinx-autobuild
```
- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 170K Β· β±οΈ 14.03.2021):
```
conda install -c conda-forge sphinx-autobuild
```
releases (π₯26 Β· β 170) - A powerful Sphinx changelog-generating extension. BSD-2
- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 40 Β· π¦ 560 Β· π 74 - 37% open Β· β±οΈ 25.02.2023):
```
git clone https://github.com/bitprophet/releases
```
- [PyPi](https://pypi.org/project/releases) (π₯ 13K / month Β· π¦ 370 Β· β±οΈ 02.01.2023):
```
pip install releases
```
- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (π₯ 48K Β· β±οΈ 19.10.2021):
```
conda install -c conda-forge sphinx-releases
```
pdoc3 (π₯25 Β· β 960) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 58 Β· π 140 Β· π¦ 3.1K Β· π 320 - 36% open Β· β±οΈ 21.12.2022):
```
git clone https://github.com/pdoc3/pdoc
```
- [PyPi](https://pypi.org/project/pdoc3) (π₯ 280K / month Β· π¦ 220 Β· β±οΈ 03.08.2021):
```
pip install pdoc3
```
- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 1.2K Β· β±οΈ 30.11.2020):
```
conda install -c anaconda pdoc3
```
Griffe (π₯25 Β· β 150) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 15 Β· π 20 Β· π¦ 1.6K Β· π 110 - 19% open Β· β±οΈ 19.03.2023):
```
git clone https://github.com/mkdocstrings/griffe
```
- [PyPi](https://pypi.org/project/griffe) (π₯ 320K / month Β· π¦ 19 Β· β±οΈ 16.02.2023):
```
pip install griffe
```
- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 98K Β· β±οΈ 17.02.2023):
```
conda install -c conda-forge griffe
```
portray (π₯24 Β· β 830) - Your Project with Great Documentation. MIT
- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 20 Β· π 71 Β· π¦ 790 Β· π 63 - 50% open Β· β±οΈ 03.01.2023):
```
git clone https://github.com/timothycrosley/portray
```
- [PyPi](https://pypi.org/project/portray) (π₯ 20K / month Β· π¦ 18 Β· β±οΈ 19.12.2022):
```
pip install portray
```
blacken-docs (π₯24 Β· β 500) - Run `black` on python code blocks in documentation files. MIT
- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 16 Β· π 36 Β· π 66 - 18% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/asottile/blacken-docs
```
- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 99K / month Β· π¦ 19 Β· β±οΈ 16.01.2023):
```
pip install blacken-docs
```
- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 27K Β· β±οΈ 16.01.2023):
```
conda install -c conda-forge blacken-docs
```
mkdocs-awesome-pages-plugin (π₯24 Β· β 300) - An MkDocs plugin that simplifies configuring page.. MIT
- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 5 Β· π 27 Β· π¦ 2.4K Β· π 55 - 18% open Β· β±οΈ 15.03.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 93K / month Β· π¦ 83 Β· β±οΈ 24.07.2022):
```
pip install mkdocs-awesome-pages-plugin
```
mkdocs-print-site-plugin (π₯20 Β· β 71) - MkDocs Plugin that adds an additional page that.. MIT
- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 4 Β· π 11 Β· π¦ 200 Β· π 75 - 10% open Β· β±οΈ 07.12.2022):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 11K / month Β· π¦ 3 Β· β±οΈ 01.06.2022):
```
pip install mkdocs-print-site-plugin
```
mkdocs-git-revision-date-plugin (π₯20 Β· β 51 Β· π€) - MkDocs plugin for setting revision date from git per.. MIT
- [GitHub](https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin) (π¨βπ» 7 Β· π 7 Β· π¦ 1.3K Β· π 13 - 30% open Β· β±οΈ 08.03.2022):
```
git clone https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin
```
- [PyPi](https://pypi.org/project/mkdocs-git-revision-date-plugin) (π₯ 39K / month Β· π¦ 23 Β· β±οΈ 08.03.2022):
```
pip install mkdocs-git-revision-date-plugin
```
lazydocs (π₯19 Β· β 140 Β· π€) - Generate markdown API documentation from Google-style Python.. MIT
- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 9 Β· π 27 Β· π¦ 140 Β· π 26 - 23% open Β· β±οΈ 19.05.2022):
```
git clone https://github.com/ml-tooling/lazydocs
```
- [PyPi](https://pypi.org/project/lazydocs) (π₯ 5.8K / month Β· π¦ 19 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
Show 7 hidden projects...
- sphinx-bootstrap-theme (π₯26 Β· β 590 Β· π) - Sphinx Bootstrap Theme. MIT MIT ISC
- pycco (π₯22 Β· β 820 Β· π) - Literate-style documentation generator. MIT
- mkdocs-pdf-export-plugin (π₯21 Β· β 280 Β· π) - An MkDocs plugin to export content pages as PDF files. MIT MIT MIT
## Debugging Tools
typeguard (π₯34 Β· β 1.1K) - Run-time type checker for Python. MIT
- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 27 Β· π 84 Β· π¦ 13K Β· π 240 - 5% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/agronholm/typeguard
```
- [PyPi](https://pypi.org/project/typeguard) (π₯ 7.9M / month Β· π¦ 1.3K Β· β±οΈ 01.03.2023):
```
pip install typeguard
```
- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 230K Β· β±οΈ 23.03.2023):
```
conda install -c conda-forge typeguard
```
pudb (π₯33 Β· β 2.6K) - Full-screen console debugger for Python. MIT
- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 91 Β· π 220 Β· π¦ 4.6K Β· π 320 - 48% open Β· β±οΈ 13.03.2023):
```
git clone https://github.com/inducer/pudb
```
- [PyPi](https://pypi.org/project/pudb) (π₯ 230K / month Β· π¦ 750 Β· β±οΈ 03.11.2022):
```
pip install pudb
```
- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 200K Β· β±οΈ 04.11.2022):
```
conda install -c conda-forge pudb
```
ipdb (π₯32 Β· β 1.7K) - Integration of IPython pdb. BSD-3
- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 56 Β· π 150 Β· π¦ 43K Β· π 180 - 31% open Β· β±οΈ 13.03.2023):
```
git clone https://github.com/gotcha/ipdb
```
- [PyPi](https://pypi.org/project/ipdb) (π₯ 3M / month Β· π¦ 8.9K Β· β±οΈ 13.12.2022):
```
pip install ipdb
```
- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 340K Β· β±οΈ 23.03.2023):
```
conda install -c conda-forge ipdb
```
pyelftools (π₯30 Β· β 1.6K) - Parsing ELF and DWARF in Python. Unlicense
- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 89 Β· π 460 Β· π¦ 4.9K Β· π 210 - 31% open Β· β±οΈ 21.03.2023):
```
git clone https://github.com/eliben/pyelftools
```
- [PyPi](https://pypi.org/project/pyelftools) (π₯ 2.1M / month Β· π¦ 530 Β· β±οΈ 10.08.2022):
```
pip install pyelftools
```
- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 120K Β· β±οΈ 29.10.2022):
```
conda install -c conda-forge pyelftools
```
gdbgui (π₯29 Β· β 9.1K Β· π€) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 40 Β· π 530 Β· π₯ 13K Β· π¦ 270 Β· π 310 - 46% open Β· β±οΈ 22.06.2022):
```
git clone https://github.com/cs01/gdbgui
```
- [PyPi](https://pypi.org/project/gdbgui) (π₯ 93K / month Β· π¦ 3 Β· β±οΈ 22.06.2022):
```
pip install gdbgui
```
PySnooper (π₯28 Β· β 16K) - Never use print for debugging again. MIT
- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 930 Β· π 120 - 17% open Β· β±οΈ 03.01.2023):
```
git clone https://github.com/cool-RR/PySnooper
```
- [PyPi](https://pypi.org/project/pysnooper) (π₯ 260K / month Β· π¦ 48 Β· β±οΈ 02.04.2022):
```
pip install pysnooper
```
- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 60K Β· β±οΈ 04.04.2022):
```
conda install -c conda-forge pysnooper
```
pdbpp (π₯27 Β· β 1.1K Β· π€) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 58 Β· π¦ 4.6K Β· π 220 - 42% open Β· β±οΈ 14.07.2022):
```
git clone https://github.com/pdbpp/pdbpp
```
- [PyPi](https://pypi.org/project/pdbpp) (π₯ 260K / month Β· π¦ 610 Β· β±οΈ 09.07.2021):
```
pip install pdbpp
```
- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 93K Β· β±οΈ 11.07.2021):
```
conda install -c conda-forge pdbpp
```
icecream (π₯26 Β· β 6.7K) - Never use print() to debug again. MIT
- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 21 Β· π 140 Β· π 110 - 35% open Β· β±οΈ 04.12.2022):
```
git clone https://github.com/gruns/icecream
```
- [PyPi](https://pypi.org/project/icecream) (π₯ 260K / month Β· π¦ 91 Β· β±οΈ 21.07.2022):
```
pip install icecream
```
- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 13K Β· β±οΈ 21.07.2022):
```
conda install -c conda-forge icecream
```
pyrasite (π₯23 Β· β 2.7K) - Inject code into running Python processes. βοΈGPL-3.0
- [GitHub](https://github.com/lmacken/pyrasite) (π¨βπ» 23 Β· π 200 Β· π¦ 48 Β· π 55 - 70% open Β· β±οΈ 03.03.2023):
```
git clone https://github.com/lmacken/pyrasite
```
- [PyPi](https://pypi.org/project/pyrasite) (π₯ 28K / month Β· π¦ 6 Β· β±οΈ 09.05.2012):
```
pip install pyrasite
```
snoop (π₯22 Β· β 910) - A powerful set of Python debugging tools, based on PySnooper. MIT
- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 22 Β· π 31 Β· π 48 - 45% open Β· β±οΈ 22.12.2022):
```
git clone https://github.com/alexmojaki/snoop
```
- [PyPi](https://pypi.org/project/snoop) (π₯ 41K / month Β· π¦ 13 Β· β±οΈ 22.12.2022):
```
pip install snoop
```
- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 2.9K Β· β±οΈ 22.12.2022):
```
conda install -c conda-forge snoop
```
python-hunter (π₯21 Β· β 720) - Hunter is a flexible code tracing toolkit. BSD-2
- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 9 Β· π 42 Β· π¦ 120 Β· π 93 - 44% open Β· β±οΈ 29.10.2022):
```
git clone https://github.com/ionelmc/python-hunter
```
- [PyPi](https://pypi.org/project/hunter) (π₯ 7K / month Β· π¦ 21 Β· β±οΈ 27.09.2022):
```
pip install hunter
```
- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 31K Β· β±οΈ 01.11.2022):
```
conda install -c conda-forge hunter
```
Birdseye (π₯20 Β· β 1.5K Β· π€) - Graphical Python debugger which lets you easily view the values of.. MIT
- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 74 Β· π 54 - 37% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/alexmojaki/birdseye
```
- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.4K / month Β· π¦ 4 Β· β±οΈ 18.05.2022):
```
pip install birdseye
```
python-manhole (π₯20 Β· β 340) - Debugging manhole for python applications. BSD-2
- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 20 Β· π¦ 240 Β· π 22 - 31% open Β· β±οΈ 17.12.2022):
```
git clone https://github.com/ionelmc/python-manhole
```
- [PyPi](https://pypi.org/project/manhole) (π₯ 12K / month Β· π¦ 38 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
- [Conda](https://anaconda.org/conda-forge/manhole) (π₯ 12K Β· β±οΈ 02.11.2022):
```
conda install -c conda-forge manhole
```
reloadium (π₯19 Β· β 2.3K) - Advanced Hot Reloading & Profiling for Python. Apache-2
- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 2 Β· π 40 Β· π 89 - 13% open Β· β±οΈ 22.03.2023):
```
git clone https://github.com/reloadware/reloadium
```
- [PyPi](https://pypi.org/project/reloadium) (π₯ 3.7K / month Β· β±οΈ 25.01.2023):
```
pip install reloadium
```
## Testing Tools
π best-of-web-python - Testing ( β 1.8K) - 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 10K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT
- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 860 Β· π 2.3K Β· π¦ 860K Β· π 5.3K - 16% open Β· β±οΈ 26.03.2023):
```
git clone https://github.com/pytest-dev/pytest
```
- [PyPi](https://pypi.org/project/pytest) (π₯ 60M / month Β· π¦ 13K Β· β±οΈ 14.01.2023):
```
pip install pytest
```
- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 19M Β· β±οΈ 03.03.2023):
```
conda install -c conda-forge pytest
```
robotframework (π₯41 Β· β 7.9K) - Generic automation framework for acceptance testing and RPA. Apache-2
- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 180 Β· π 2.1K Β· π₯ 540 Β· π¦ 7.4K Β· π 4.1K - 7% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/robotframework/robotframework
```
- [PyPi](https://pypi.org/project/robotframework) (π₯ 1.7M / month Β· π¦ 1.1K Β· β±οΈ 09.01.2023):
```
pip install robotframework
```
- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 120K Β· β±οΈ 12.01.2023):
```
conda install -c conda-forge robotframework
```
hypothesis (π₯41 Β· β 6.6K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 300 Β· π 550 Β· π¦ 20K Β· π 1.4K - 4% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
- [PyPi](https://pypi.org/project/hypothesis) (π₯ 4.8M / month Β· π¦ 2.2K Β· β±οΈ 27.01.2023):
```
pip install hypothesis
```
- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 7.3M Β· β±οΈ 28.03.2023):
```
conda install -c conda-forge hypothesis
```
tox (π₯40 Β· β 3.2K) - Command line driven CI frontend and development task automation tool. MIT
- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 270 Β· π 470 Β· π¦ 95K Β· π 1.6K - 4% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/tox-dev/tox
```
- [PyPi](https://pypi.org/project/tox) (π₯ 18M / month Β· π¦ 22K Β· β±οΈ 21.02.2023):
```
pip install tox
```
- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 650K Β· β±οΈ 18.01.2023):
```
conda install -c conda-forge tox
```
playwright-python (π₯35 Β· β 8.3K) - Python version of the Playwright testing and automation.. Apache-2
- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 31 Β· π 700 Β· π¦ 5.4K Β· π 980 - 3% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/microsoft/playwright-python
```
- [PyPi](https://pypi.org/project/playwright) (π₯ 1.2M / month Β· π¦ 160 Β· β±οΈ 25.01.2023):
```
pip install playwright
```
pytest-xdist (π₯35 Β· β 1.1K) - pytest plugin for distributed testing and loop-on-failures.. MIT
- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 89 Β· π 190 Β· π 530 - 40% open Β· β±οΈ 14.03.2023):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 8.6M / month Β· π¦ 5.1K Β· β±οΈ 03.12.2022):
```
pip install pytest-xdist
```
- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 4.4M Β· β±οΈ 13.03.2023):
```
conda install -c conda-forge pytest-xdist
```
freezegun (π₯34 Β· β 3.6K) - Let your Python tests travel through time. Apache-2
- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 110 Β· π 250 Β· π 310 - 42% open Β· β±οΈ 22.02.2023):
```
git clone https://github.com/spulec/freezegun
```
- [PyPi](https://pypi.org/project/freezegun) (π₯ 6.8M / month Β· π¦ 4.6K Β· β±οΈ 12.08.2022):
```
pip install freezegun
```
- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 830K Β· β±οΈ 12.08.2022):
```
conda install -c conda-forge freezegun
```
pytest-mock (π₯34 Β· β 1.6K) - Thin-wrapper around the mock package for easier use with pytest. MIT
- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 64 Β· π 120 Β· π¦ 60K Β· π 130 - 9% open Β· β±οΈ 14.03.2023):
```
git clone https://github.com/pytest-dev/pytest-mock
```
- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 9.5M / month Β· π¦ 4.9K Β· β±οΈ 05.10.2022):
```
pip install pytest-mock
```
- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 2M Β· β±οΈ 06.10.2022):
```
conda install -c conda-forge pytest-mock
```
pytest-cov (π₯34 Β· β 1.4K) - Coverage plugin for pytest. MIT
- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 82 Β· π 200 Β· π¦ 240K Β· π 360 - 34% open Β· β±οΈ 28.02.2023):
```
git clone https://github.com/pytest-dev/pytest-cov
```
- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 22M / month Β· π¦ 33K Β· β±οΈ 28.09.2022):
```
pip install pytest-cov
```
- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 8M Β· β±οΈ 29.09.2022):
```
conda install -c conda-forge pytest-cov
```
pytest-asyncio (π₯34 Β· β 1.1K Β· π) - Asyncio support for pytest. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 41 Β· π 120 Β· π₯ 73 Β· π 240 - 12% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 6M / month Β· π¦ 1K Β· β±οΈ 08.12.2022):
```
pip install pytest-asyncio
```
- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 1.5M Β· β±οΈ 19.03.2023):
```
conda install -c conda-forge pytest-asyncio
```
mimesis (π₯33 Β· β 3.9K) - Mimesis is a robust fake data generator for Python, which provides data.. MIT
- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 310 Β· π₯ 390 Β· π¦ 1.3K Β· π 320 - 5% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/lk-geimfari/mimesis
```
- [PyPi](https://pypi.org/project/mimesis) (π₯ 130K / month Β· π¦ 61 Β· β±οΈ 17.12.2022):
```
pip install mimesis
```
- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 92K Β· β±οΈ 18.12.2022):
```
conda install -c conda-forge mimesis
```
pytest-bdd (π₯33 Β· β 1.1K) - BDD library for the py.test runner. MIT
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 54 Β· π 190 Β· π¦ 2.7K Β· π 310 - 39% open Β· β±οΈ 27.02.2023):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 750K / month Β· π¦ 180 Β· β±οΈ 08.11.2022):
```
pip install pytest-bdd
```
- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 52K Β· β±οΈ 03.02.2020):
```
conda install -c conda-forge pytest-bdd
```
pytest-html (π₯33 Β· β 570) - Plugin for generating HTML reports for pytest results. MPL-2.0
- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 47 Β· π 210 Β· π¦ 31K Β· π 340 - 41% open Β· β±οΈ 01.12.2022):
```
git clone https://github.com/pytest-dev/pytest-html
```
- [PyPi](https://pypi.org/project/pytest-html) (π₯ 3.2M / month Β· π¦ 750 Β· β±οΈ 25.10.2022):
```
pip install pytest-html
```
- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 390K Β· β±οΈ 25.10.2022):
```
conda install -c conda-forge pytest-html
```
nose2 (π₯32 Β· β 740) - The successor to nose, based on unittest2. BSD-3
- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 74 Β· π 140 Β· π¦ 23K Β· π 260 - 20% open Β· β±οΈ 16.03.2023):
```
git clone https://github.com/nose-devs/nose2
```
- [PyPi](https://pypi.org/project/nose2) (π₯ 650K / month Β· π¦ 1.1K Β· β±οΈ 16.07.2022):
```
pip install nose2
```
- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 87K Β· β±οΈ 02.02.2020):
```
conda install -c conda-forge nose2
```
nox (π₯31 Β· β 1K) - Flexible test automation for Python. Apache-2
- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 85 Β· π 130 Β· π¦ 3.8K Β· π 310 - 14% open Β· β±οΈ 05.03.2023):
```
git clone https://github.com/theacodes/nox
```
- [PyPi](https://pypi.org/project/nox) (π₯ 1.1M / month Β· π¦ 280 Β· β±οΈ 21.11.2022):
```
pip install nox
```
- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 150K Β· β±οΈ 01.12.2022):
```
conda install -c conda-forge nox
```
factory_boy (π₯30 Β· β 3.1K) - A test fixtures replacement for Python. MIT
- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 370 Β· π 570 - 33% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/FactoryBoy/factory_boy
```
- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2.6M / month Β· π¦ 810 Β· β±οΈ 26.10.2021):
```
pip install factory_boy
```
- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 120K Β· β±οΈ 26.10.2021):
```
conda install -c conda-forge factory_boy
```
asv (π₯30 Β· β 760) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 72 Β· π 160 Β· π¦ 920 Β· π 530 - 29% open Β· β±οΈ 26.03.2023):
```
git clone https://github.com/airspeed-velocity/asv
```
- [PyPi](https://pypi.org/project/asv) (π₯ 33K / month Β· π¦ 67 Β· β±οΈ 06.02.2022):
```
pip install asv
```
- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 690K Β· β±οΈ 04.11.2022):
```
conda install -c conda-forge asv
```
pytest-benchmark (π₯29 Β· β 1.1K) - py.test fixture for benchmarking code. BSD-2
- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 37 Β· π 100 Β· π¦ 6.3K Β· π 180 - 51% open Β· β±οΈ 25.10.2022):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 710K / month Β· π¦ 700 Β· β±οΈ 25.10.2022):
```
pip install pytest-benchmark
```
- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 1.7M Β· β±οΈ 26.10.2022):
```
conda install -c conda-forge pytest-benchmark
```
pytest-sugar (π₯29 Β· β 1K Β· π) - a plugin for py.test that changes the default look and.. BSD-3
- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 46 Β· π 69 Β· π¦ 22K Β· π 110 - 20% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/Teemu/pytest-sugar
```
- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 860K / month Β· π¦ 2.6K Β· β±οΈ 05.11.2022):
```
pip install pytest-sugar
```
- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 180K Β· β±οΈ 05.11.2022):
```
conda install -c conda-forge pytest-sugar
```
coveralls-python (π₯29 Β· β 510 Β· π) - Show coverage stats online via coveralls.io. MIT
- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 190 Β· π¦ 31K Β· π 170 - 13% open Β· β±οΈ 25.01.2023):
```
git clone https://github.com/TheKevJames/coveralls-python
```
- [PyPi](https://pypi.org/project/coveralls) (π₯ 550K / month Β· π¦ 9.5K Β· β±οΈ 11.11.2021):
```
pip install coveralls
```
- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 890K Β· β±οΈ 03.08.2022):
```
conda install -c conda-forge coveralls
```
pytest-testinfra (π₯27 Β· β 2.2K) - Testinfra test your infrastructures. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 120 Β· π 320 Β· π 330 - 38% open Β· β±οΈ 11.01.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 240K / month Β· π¦ 9 Β· β±οΈ 01.12.2022):
```
pip install pytest-testinfra
```
- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 9.3K Β· β±οΈ 13.12.2022):
```
conda install -c conda-forge pytest-testinfra
```
pytest-testmon (π₯27 Β· β 640) - Selects tests affected by changed files. Executes the.. βοΈAGPL-3.0
- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 22 Β· π 45 Β· π¦ 1.1K Β· π 140 - 19% open Β· β±οΈ 25.03.2023):
```
git clone https://github.com/tarpas/pytest-testmon
```
- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 140K / month Β· π¦ 3 Β· β±οΈ 25.01.2023):
```
pip install pytest-testmon
```
- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 38K Β· β±οΈ 03.08.2019):
```
conda install -c conda-forge pytest-testmon
```
ddt (π₯27 Β· β 430 Β· π€) - Data-Driven Tests for Python Unittest. MIT
- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 37 Β· π 110 Β· π¦ 5K Β· π 53 - 22% open Β· β±οΈ 10.08.2022):
```
git clone https://github.com/datadriventests/ddt
```
- [PyPi](https://pypi.org/project/ddt) (π₯ 410K / month Β· π¦ 1.3K Β· β±οΈ 10.08.2022):
```
pip install ddt
```
- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 81K Β· β±οΈ 22.09.2022):
```
conda install -c conda-forge ddt
```
green (π₯26 Β· β 760) - Green is a clean, colorful, fast python test runner. MIT
- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 38 Β· π 78 Β· π¦ 980 Β· π 180 - 2% open Β· β±οΈ 20.09.2022):
```
git clone https://github.com/CleanCut/green
```
- [PyPi](https://pypi.org/project/green) (π₯ 15K / month Β· π¦ 210 Β· β±οΈ 21.09.2022):
```
pip install green
```
- [Conda](https://anaconda.org/conda-forge/green) (π₯ 120K Β· β±οΈ 30.10.2022):
```
conda install -c conda-forge green
```
pytest-randomly (π₯26 Β· β 500) - Pytest plugin to randomly order tests and control random.seed. MIT
- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 18 Β· π 26 Β· π 56 - 10% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 710K / month Β· π¦ 240 Β· β±οΈ 11.05.2022):
```
pip install pytest-randomly
```
- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 120K Β· β±οΈ 12.05.2022):
```
conda install -c conda-forge pytest-randomly
```
pytest-mypy (π₯26 Β· β 220) - Mypy static type checker plugin for Pytest. MIT
- [GitHub](https://github.com/realpython/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 3.4K Β· π 61 - 16% open Β· β±οΈ 18.12.2022):
```
git clone https://github.com/dbader/pytest-mypy
```
- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 260K / month Β· π¦ 430 Β· β±οΈ 18.12.2022):
```
pip install pytest-mypy
```
- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 57K Β· β±οΈ 24.11.2020):
```
conda install -c conda-forge pytest-mypy
```
pytest-plugins (π₯23 Β· β 500) - A grab-bag of nifty pytest plugins. MIT
- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 62 Β· π 68 Β· π 100 - 43% open Β· β±οΈ 03.11.2022):
```
git clone https://github.com/man-group/pytest-plugins
```
- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 36K / month Β· π¦ 63 Β· β±οΈ 28.05.2019):
```
pip install pytest-virtualenv
```
- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (π₯ 37K Β· β±οΈ 18.10.2021):
```
conda install -c conda-forge pytest-shutil
```
pytest-datadir (π₯23 Β· β 200) - pytest plugin for manipulating test data directories and.. MIT
- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 10 Β· π 22 Β· π¦ 1.4K Β· π 21 - 42% open Β· β±οΈ 13.03.2023):
```
git clone https://github.com/gabrielcnr/pytest-datadir
```
- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 180K / month Β· π¦ 90 Β· β±οΈ 25.10.2022):
```
pip install pytest-datadir
```
- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 180K Β· β±οΈ 25.10.2022):
```
conda install -c conda-forge pytest-datadir
```
xdoctest (π₯23 Β· β 180) - 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 43 - 44% open Β· β±οΈ 30.01.2023):
```
git clone https://github.com/Erotemic/xdoctest
```
- [PyPi](https://pypi.org/project/xdoctest) (π₯ 110K / month Β· π¦ 120 Β· β±οΈ 30.01.2023):
```
pip install xdoctest
```
- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 120K Β· β±οΈ 30.01.2023):
```
conda install -c conda-forge xdoctest
```
pytest-docker (π₯21 Β· β 330) - Docker-based integration tests. MIT
- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 16 Β· π 60 Β· π₯ 92 Β· π 50 - 34% open Β· β±οΈ 14.09.2022):
```
git clone https://github.com/avast/pytest-docker
```
- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 110K / month Β· π¦ 34 Β· β±οΈ 19.09.2022):
```
pip install pytest-docker
```
Show 11 hidden projects...
- pyautogui (π₯34 Β· β 7.9K Β· π) - A cross-platform GUI automation Python module for human beings... BSD-3
- nose (π₯33 Β· β 1.4K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
- PyHamcrest (π₯28 Β· β 700) - Hamcrest matchers for Python. βUnlicensed
- uiautomator (π₯27 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool. MIT
- pytest-watch (π₯25 Β· β 680 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
- pytest-lazy-fixture (π₯23 Β· β 320 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT BSD-2
- assertpy (π₯19 Β· β 380 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- fake2db (π₯18 Β· β 2.2K Β· π) - create custom test databases that are populated with fake data. βοΈGPL-2.0
- pytest-play (π₯15 Β· β 68 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₯42 Β· β 10K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 450 Β· π 1.9K Β· π₯ 740K Β· π¦ 41K Β· π 4.8K - 5% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/pyinstaller/pyinstaller
```
- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 1.2M / month Β· π¦ 280 Β· β±οΈ 04.12.2022):
```
pip install pyinstaller
```
- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 420K Β· β±οΈ 14.03.2023):
```
conda install -c conda-forge pyinstaller
```
Nuitka (π₯38 Β· β 8.5K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 130 Β· π 460 Β· π¦ 1.1K Β· π 1.8K - 13% open Β· β±οΈ 26.03.2023):
```
git clone https://github.com/Nuitka/Nuitka
```
- [PyPi](https://pypi.org/project/nuitka) (π₯ 67K / month Β· π¦ 46 Β· β±οΈ 31.01.2023):
```
pip install nuitka
```
- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 470K Β· β±οΈ 26.03.2023):
```
conda install -c conda-forge nuitka
```
packaging (π₯37 Β· β 480) - Core utilities for Python packages. Apache-2
- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 87 Β· π 220 Β· π₯ 680 Β· π¦ 650K Β· π 320 - 22% open Β· β±οΈ 13.02.2023):
```
git clone https://github.com/pypa/packaging
```
- [PyPi](https://pypi.org/project/packaging) (π₯ 150M / month Β· π¦ 19K Β· β±οΈ 09.01.2023):
```
pip install packaging
```
- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 29M Β· β±οΈ 12.01.2023):
```
conda install -c conda-forge packaging
```
pex (π₯32 Β· β 2.3K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2
- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 110 Β· π 230 Β· π₯ 2.7M Β· π 1K - 15% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/pantsbuild/pex
```
- [PyPi](https://pypi.org/project/pex) (π₯ 880K / month Β· π¦ 140 Β· β±οΈ 04.03.2023):
```
pip install pex
```
cx_Freeze (π₯31 Β· β 1K) - Create standalone executables from Python scripts, with the same.. Python-2.0
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 100 Β· π 200 Β· π 840 - 7% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 88K / month Β· π¦ 43 Β· β±οΈ 30.01.2023):
```
pip install cx_freeze
```
- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 200K Β· β±οΈ 12.03.2023):
```
conda install -c conda-forge cx_freeze
```
briefcase (π₯30 Β· β 1.6K) - Tools to support converting a Python project into a standalone.. BSD-3
- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 100 Β· π 250 Β· π₯ 79 Β· π 560 - 17% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/beeware/briefcase
```
- [PyPi](https://pypi.org/project/briefcase) (π₯ 4.9K / month Β· π¦ 17 Β· β±οΈ 30.01.2023):
```
pip install briefcase
```
PyOxidizer (π₯29 Β· β 4.6K) - A modern Python application packaging and distribution tool. MPL-2.0
- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 53 Β· π 200 Β· π₯ 7.4K Β· π¦ 150 Β· π 540 - 57% open Β· β±οΈ 21.01.2023):
```
git clone https://github.com/indygreg/PyOxidizer
```
- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 5.8K / month Β· π¦ 4 Β· β±οΈ 02.01.2023):
```
pip install pyoxidizer
```
py2app (π₯28 Β· β 240) - py2app is a Python setuptools command which will allow you to make.. MIT
- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 31 Β· π 26 Β· π¦ 4.4K Β· π 460 - 34% open Β· β±οΈ 04.10.2022):
```
git clone https://github.com/ronaldoussoren/py2app
```
- [PyPi](https://pypi.org/project/py2app) (π₯ 17K / month Β· π¦ 830 Β· β±οΈ 27.12.2022):
```
pip install py2app
```
shiv (π₯24 Β· β 1.6K) - shiv is a command line utility for building fully self contained Python.. BSD-2
- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 39 Β· π 83 Β· π₯ 400 Β· π 120 - 35% open Β· β±οΈ 04.11.2022):
```
git clone https://github.com/linkedin/shiv
```
- [PyPi](https://pypi.org/project/shiv) (π₯ 19K / month Β· π¦ 12 Β· β±οΈ 02.11.2022):
```
pip install shiv
```
constructor (π₯24 Β· β 400) - tool for creating installers from conda packages. BSD-3
- [GitHub](https://github.com/conda/constructor) (π¨βπ» 65 Β· π 160 Β· π₯ 230 Β· π¦ 13 Β· π 310 - 11% open Β· β±οΈ 23.03.2023):
```
git clone https://github.com/conda/constructor
```
- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 5.8K Β· β±οΈ 01.03.2023):
```
conda install -c anaconda constructor
```
pynsist (π₯23 Β· β 840 Β· π€) - Build Windows installers for Python applications. MIT
- [GitHub](https://github.com/takluyver/pynsist) (π¨βπ» 30 Β· π 120 Β· π¦ 180 Β· π 170 - 16% open Β· β±οΈ 21.04.2022):
```
git clone https://github.com/takluyver/pynsist
```
- [PyPi](https://pypi.org/project/pynsist) (π₯ 2.1K / month Β· π¦ 47 Β· β±οΈ 21.03.2022):
```
pip install pynsist
```
py2exe (π₯23 Β· β 560) - Create standalone Windows programs from Python code. MIT
- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 17 Β· π 75 Β· π₯ 12K Β· π¦ 1.7K Β· π 140 - 9% open Β· β±οΈ 27.01.2023):
```
git clone https://github.com/py2exe/py2exe
```
- [PyPi](https://pypi.org/project/py2exe) (π₯ 17K / month Β· π¦ 180 Β· β±οΈ 05.11.2022):
```
pip install py2exe
```
xar (π₯20 Β· β 1.5K) - executable archive format. BSD-3
- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 38 Β· π 52 Β· π¦ 24 Β· π 33 - 24% open Β· β±οΈ 18.11.2022):
```
git clone https://github.com/facebookincubator/xar
```
- [PyPi](https://pypi.org/project/xar) (π₯ 270 / month Β· β±οΈ 02.12.2020):
```
pip install xar
```
subpar (π₯13 Β· β 550) - Subpar is a utility for creating self-contained python executables. It.. Apache-2
- [GitHub](https://github.com/google/subpar) (π¨βπ» 16 Β· π 68 Β· π 63 - 52% open Β· β±οΈ 19.12.2022):
```
git clone https://github.com/google/subpar
```
Show 1 hidden projects...
- pyship (π₯10 Β· β 32 Β· π) - pyship - ship Python desktop apps to end users. MIT
## Build Tools
setuptools (π₯45 Β· β 2K) - Official project repository for the Setuptools build system. MIT
- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 560 Β· π 990 Β· π¦ 300K Β· π 2.3K - 24% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/pypa/setuptools
```
- [PyPi](https://pypi.org/project/setuptools) (π₯ 260M / month Β· π¦ 38K Β· β±οΈ 28.01.2023):
```
pip install setuptools
```
- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 74M Β· β±οΈ 28.03.2023):
```
conda install -c conda-forge setuptools
```
invoke (π₯38 Β· β 3.9K) - Pythonic task management & command execution. BSD-2
- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 58 Β· π 340 Β· π¦ 20K Β· π 740 - 47% open Β· β±οΈ 17.02.2023):
```
git clone https://github.com/pyinvoke/invoke
```
- [PyPi](https://pypi.org/project/invoke) (π₯ 5M / month Β· π¦ 2.7K Β· β±οΈ 16.01.2023):
```
pip install invoke
```
- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 880K Β· β±οΈ 22.01.2023):
```
conda install -c conda-forge invoke
```
twine (π₯36 Β· β 1.4K) - Utilities for interacting with PyPI. Apache-2
- [GitHub](https://github.com/pypa/twine) (π¨βπ» 110 Β· π 290 Β· π¦ 87K Β· π 450 - 10% open Β· β±οΈ 03.02.2023):
```
git clone https://github.com/pypa/twine
```
- [PyPi](https://pypi.org/project/twine) (π₯ 4.2M / month Β· π¦ 14K Β· β±οΈ 01.12.2022):
```
pip install twine
```
- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 710K Β· β±οΈ 01.12.2022):
```
conda install -c conda-forge twine
```
wheel (π₯36 Β· β 400) - The official binary distribution format for Python. MIT
- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 71 Β· π 130 Β· π¦ 200K Β· π 370 - 9% open Β· β±οΈ 21.03.2023):
```
git clone https://github.com/pypa/wheel
```
- [PyPi](https://pypi.org/project/wheel) (π₯ 160M / month Β· π¦ 36K Β· β±οΈ 09.11.2022):
```
pip install wheel
```
- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 59M Β· β±οΈ 14.03.2023):
```
conda install -c conda-forge wheel
```
buildbot (π₯35 Β· β 5K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 840 Β· π 1.6K Β· π₯ 30K Β· π¦ 320 Β· π 1.5K - 45% open Β· β±οΈ 06.03.2023):
```
git clone https://github.com/buildbot/buildbot
```
- [PyPi](https://pypi.org/project/buildbot) (π₯ 32K / month Β· π¦ 460 Β· β±οΈ 04.12.2022):
```
pip install buildbot
```
- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 75K Β· β±οΈ 04.12.2022):
```
conda install -c conda-forge buildbot
```
scons (π₯35 Β· β 1.7K) - SCons - a software construction tool. MIT
- [GitHub](https://github.com/SCons/scons) (π¨βπ» 150 Β· π 280 Β· π₯ 1.2K Β· π 3.4K - 19% open Β· β±οΈ 27.03.2023):
```
git clone https://github.com/SCons/scons
```
- [PyPi](https://pypi.org/project/scons) (π₯ 920K / month Β· π¦ 59 Β· β±οΈ 30.07.2022):
```
pip install scons
```
- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 410K Β· β±οΈ 22.03.2023):
```
conda install -c conda-forge scons
```
setuptools_scm (π₯34 Β· β 690) - the blessed package to manage your versions by scm tags. MIT
- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 120 Β· π 190 Β· π 470 - 20% open Β· β±οΈ 28.03.2023):
```
git clone https://github.com/pypa/setuptools_scm
```
- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 17M / month Β· π¦ 690 Β· β±οΈ 17.12.2022):
```
pip install setuptools_scm
```
- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 1.5M Β· β±οΈ 17.12.2022):
```
conda install -c conda-forge setuptools_scm
```
flit (π₯31 Β· β 1.9K) - Simplified packaging of Python modules. BSD-3
- [GitHub](https://github.com/pypa/flit) (π¨βπ» 63 Β· π 110 Β· π¦ 1.3K Β· π 390 - 33% open Β· β±οΈ 21.02.2023):
```
git clone https://github.com/pypa/flit
```
- [PyPi](https://pypi.org/project/flit) (π₯ 280K / month Β· π¦ 400 Β· β±οΈ 05.11.2022):
```
pip install flit
```
- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 150K Β· β±οΈ 06.11.2022):
```
conda install -c conda-forge flit
```
doit (π₯31 Β· β 1.6K) - task management & automation tool. MIT
- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 65 Β· π 160 Β· π¦ 1.5K Β· π 300 - 27% open Β· β±οΈ 16.01.2023):
```
git clone https://github.com/pydoit/doit
```
- [PyPi](https://pypi.org/project/doit) (π₯ 380K / month Β· π¦ 290 Β· β±οΈ 22.04.2022):
```
pip install doit
```
- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 180K Β· β±οΈ 22.04.2022):
```
conda install -c conda-forge doit
```
pybuilder (π₯29 Β· β 1.5K) - Software build automation tool for Python. Apache-2
- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 39 Β· π 250 Β· π 510 - 18% open Β· β±οΈ 25.02.2023):
```
git clone https://github.com/pybuilder/pybuilder
```
- [PyPi](https://pypi.org/project/pybuilder) (π₯ 20K / month Β· π¦ 62 Β· β±οΈ 04.11.2022):
```
pip install pybuilder
```
- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 37K Β· β±οΈ 22.02.2023):
```
conda install -c conda-forge pybuilder
```
universal-build (π₯14 Β· β 19) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 5 Β· π 8 Β· π₯ 17 Β· π¦ 11 Β· β±οΈ 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
- [PyPi](https://pypi.org/project/universal-build) (π₯ 240 / month Β· π¦ 5 Β· β±οΈ 12.12.2020):
```
pip install universal-build
```
Show 3 hidden projects...
- buildout (π₯30 Β· β 560) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
- paver (π₯24 Β· β 450 Β· π) - Python-based project scripting. BSD-3
- pynt (π₯18 Β· β 160 Β· π) - A pynt of Python build. MIT
## System Monitoring & Profiling
psutil (π₯44 Β· β 9.2K) - Cross-platform lib for process and system monitoring in Python. BSD-3
- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 190 Β· π 1.3K Β· π¦ 290K Β· π 1.6K - 15% open Β· β±οΈ 29.03.2023):
```
git clone https://github.com/giampaolo/psutil
```
- [PyPi](https://pypi.org/project/psutil) (π₯ 65M / month Β· π¦ 17K Β· β±οΈ 07.11.2022):
```
pip install psutil
```
- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 21M Β· β±οΈ 08.11.2022):
```
conda install -c conda-forge psutil
```
Glances (π₯37 Β· β 23K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 170 Β· π 1.4K Β· π₯ 1.1K Β· π¦ 620 Β· π 1.7K - 14% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/nicolargo/glances
```
- [PyPi](https://pypi.org/project/glances) (π₯ 280K / month Β· π¦ 50 Β· β±οΈ 17.01.2023):
```
pip install glances
```
- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 190K Β· β±οΈ 17.01.2023):
```
conda install -c conda-forge glances
```
py-spy (π₯32 Β· β 10K) - Sampling profiler for Python programs. MIT
- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 31 Β· π 350 Β· π₯ 12K Β· π¦ 2.4K Β· π 300 - 38% open Β· β±οΈ 09.12.2022):
```
git clone https://github.com/benfred/py-spy
```
- [PyPi](https://pypi.org/project/py-spy) (π₯ 2M / month Β· π¦ 42 Β· β±οΈ 07.09.2022):
```
pip install py-spy
```
- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 410K Β· β±οΈ 09.09.2022):
```
conda install -c conda-forge py-spy
```
- [Cargo](https://crates.io/crates/py-spy) (π₯ 690 / month Β· π¦ 1 Β· β±οΈ 07.09.2022):
```
cargo install py-spy
```
Scalene (π₯32 Β· β 7.6K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 38 Β· π 250 Β· π¦ 360 Β· π 340 - 36% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/plasma-umass/scalene
```
- [PyPi](https://pypi.org/project/scalene) (π₯ 25K / month Β· π¦ 4 Β· β±οΈ 06.01.2023):
```
pip install scalene
```
memray (π₯31 Β· β 10K) - Memray is a memory profiler for Python. Apache-2
- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 22 Β· π 280 Β· π¦ 120 Β· π 96 - 22% open Β· β±οΈ 24.03.2023):
```
git clone https://github.com/bloomberg/memray
```
- [PyPi](https://pypi.org/project/memray) (π₯ 79K / month Β· π¦ 11 Β· β±οΈ 17.01.2023):
```
pip install memray
```
- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 25K Β· β±οΈ 22.02.2023):
```
conda install -c conda-forge memray
```
pyinstrument (π₯31 Β· β 5.2K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 47 Β· π 220 Β· π¦ 1.4K Β· π 110 - 14% open Β· β±οΈ 27.12.2022):
```
git clone https://github.com/joerick/pyinstrument
```
- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 450K / month Β· π¦ 110 Β· β±οΈ 05.11.2022):
```
pip install pyinstrument
```
- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 180K Β· β±οΈ 05.11.2022):
```
conda install -c conda-forge pyinstrument
```
memory-profiler (π₯29 Β· β 3.8K) - Monitor Memory usage of Python code. BSD-3
- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 100 Β· π 370 Β· π 240 - 52% open Β· β±οΈ 06.12.2022):
```
git clone https://github.com/pythonprofilers/memory_profiler
```
- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 710K / month Β· π¦ 210 Β· β±οΈ 15.11.2022):
```
pip install memory_profiler
```
- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 310K Β· β±οΈ 16.11.2022):
```
conda install -c conda-forge memory_profiler
```
Diamond (π₯28 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» 380 Β· π 600 Β· π¦ 130 Β· π 300 - 44% open Β· β±οΈ 29.01.2023):
```
git clone https://github.com/python-diamond/Diamond
```
- [PyPi](https://pypi.org/project/diamond) (π₯ 19K / month Β· π¦ 34 Β· β±οΈ 25.11.2016):
```
pip install diamond
```
Yappi (π₯28 Β· β 1.1K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 28 Β· π 59 Β· π¦ 890 Β· π 71 - 29% open Β· β±οΈ 25.11.2022):
```
git clone https://github.com/sumerc/yappi
```
- [PyPi](https://pypi.org/project/yappi) (π₯ 1.4M / month Β· π¦ 340 Β· β±οΈ 31.10.2022):
```
pip install yappi
```
- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 140K Β· β±οΈ 02.11.2022):
```
conda install -c conda-forge yappi
```
Bpytop (π₯27 Β· β 9.3K Β· π€) - Linux/OSX/FreeBSD resource monitor. Apache-2
- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 35 Β· π 360 Β· π¦ 91 Β· π 300 - 23% open Β· β±οΈ 06.03.2022):
```
git clone https://github.com/aristocratos/bpytop
```
- [PyPi](https://pypi.org/project/bpytop) (π₯ 7.7K / month Β· π¦ 1 Β· β±οΈ 22.12.2021):
```
pip install bpytop
```
- [Conda](https://anaconda.org/conda-forge/bpytop) (π₯ 11K Β· β±οΈ 22.12.2021):
```
conda install -c conda-forge bpytop
```
line_profiler (π₯26 Β· β 1.7K) - Line-by-line profiling for Python. BSD-3
- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 39 Β· π 97 Β· π 82 - 43% open Β· β±οΈ 06.03.2023):
```
git clone https://github.com/pyutils/line_profiler
```
- [PyPi](https://pypi.org/project/line_profiler) (π₯ 340K / month Β· π¦ 60 Β· β±οΈ 09.12.2022):
```
pip install line_profiler
```
- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 370K Β· β±οΈ 09.12.2022):
```
conda install -c conda-forge line_profiler
```
pympler (π₯25 Β· β 1K Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 29 Β· π 84 Β· π 110 - 52% open Β· β±οΈ 24.07.2022):
```
git clone https://github.com/pympler/pympler
```
- [PyPi](https://pypi.org/project/pympler) (π₯ 1.6M / month Β· π¦ 330 Β· β±οΈ 22.12.2021):
```
pip install pympler
```
- [Conda](https://anaconda.org/conda-forge/pympler) (π₯ 280K Β· β±οΈ 24.07.2022):
```
conda install -c conda-forge pympler
```
vprof (π₯23 Β· β 3.9K Β· π€) - Visual profiler for Python. BSD-2
- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 170 Β· π¦ 110 Β· π 84 - 32% open Β· β±οΈ 15.07.2022):
```
git clone https://github.com/nvdv/vprof
```
- [PyPi](https://pypi.org/project/vprof) (π₯ 4.5K / month Β· π¦ 16 Β· β±οΈ 29.02.2020):
```
pip install vprof
```
Show 5 hidden projects...
- memory_profiler (π₯27 Β· β 3.8K 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
- heartrate (π₯20 Β· β 1.6K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
- pyheat (π₯18 Β· β 760 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
## AST Tools
executing (π₯29 Β· β 230) - Get information about what a Python frame is currently doing,.. MIT
- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 9 Β· π 26 Β· π¦ 60K Β· π 34 - 47% open Β· β±οΈ 27.12.2022):
```
git clone https://github.com/alexmojaki/executing
```
- [PyPi](https://pypi.org/project/executing) (π₯ 10M / month Β· π¦ 120 Β· β±οΈ 29.10.2022):
```
pip install executing
```
- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 6.2M Β· β±οΈ 01.11.2022):
```
conda install -c conda-forge executing
```
typed_ast (π₯28 Β· β 220) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 26 Β· π 55 Β· π 87 - 1% open Β· β±οΈ 08.10.2022):
```
git clone https://github.com/python/typed_ast
```
- [PyPi](https://pypi.org/project/typed_ast) (π₯ 9.6M / month Β· π¦ 5.5K Β· β±οΈ 21.05.2022):
```
pip install typed_ast
```
- [Conda](https://anaconda.org/conda-forge/typed-ast) (π₯ 5.9M Β· β±οΈ 29.10.2022):
```
conda install -c conda-forge typed-ast
```
gast (π₯28 Β· β 130) - Python AST that abstracts the underlying Python version. BSD-3
- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 26 Β· π¦ 110K Β· β±οΈ 28.02.2023):
```
git clone https://github.com/serge-sans-paille/gast
```
- [PyPi](https://pypi.org/project/gast) (π₯ 15M / month Β· π¦ 1.9K Β· β±οΈ 13.11.2021):
```
pip install gast
```
- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 2.1M Β· β±οΈ 15.11.2021):
```
conda install -c conda-forge gast
```
astor (π₯27 Β· β 710) - Python AST read/write. BSD-3
- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 33 Β· π 94 Β· π 120 - 33% open Β· β±οΈ 31.12.2022):
```
git clone https://github.com/berkerpeksag/astor
```
- [PyPi](https://pypi.org/project/astor) (π₯ 6.9M / month Β· π¦ 2.2K Β· β±οΈ 10.12.2019):
```
pip install astor
```
- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.9M Β· β±οΈ 01.07.2020):
```
conda install -c conda-forge astor
```
asteval (π₯24 Β· β 150) - minimalistic evaluator of python expression using ast module. MIT
- [GitHub](https://github.com/newville/asteval) (π¨βπ» 24 Β· π 36 Β· π 61 - 8% open Β· β±οΈ 24.03.2023):
```
git clone https://github.com/newville/asteval
```
- [PyPi](https://pypi.org/project/asteval) (π₯ 210K / month Β· π¦ 170 Β· β±οΈ 07.11.2022):
```
pip install asteval
```
- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 260K Β· β±οΈ 24.02.2023):
```
conda install -c conda-forge asteval
```
Show 1 hidden projects...
- astunparse (π₯27 Β· β 190 Β· π) - An AST unparser for Python. BSD-3
## Others
pre-commit (π₯41 Β· β 10K) - A framework for managing and maintaining multi-language pre-commit.. MIT
- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 150 Β· π 710 Β· π₯ 370K Β· π¦ 120K Β· π 1.7K - 1% open Β· β±οΈ 25.03.2023):
```
git clone https://github.com/pre-commit/pre-commit
```
- [PyPi](https://pypi.org/project/pre-commit) (π₯ 10M / month Β· π¦ 5.1K Β· β±οΈ 29.01.2023):
```
pip install pre-commit
```
- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 2.7M Β· β±οΈ 29.03.2023):
```
conda install -c conda-forge pre-commit
```