best-of-python-dev/README.md
2022-01-17 19:09:18 +00:00

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Best-of Python Developer Tools

🏆  A ranked list of awesome python developer tools and libraries. Updated weekly.

This curated list contains 250 awesome open-source projects with a total of 660K stars grouped into 15 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!


🧙‍♂️  Discover other best-of lists or create your own.
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Contents

Explanation

  • 🥇🥈🥉  Combined project-quality score
  • ️  Star count from GitHub
  • 🐣  New project (less than 6 months old)
  • 💤  Inactive project (6 months no activity)
  • 💀  Dead project (12 months no activity)
  • 📈📉  Project is trending up or down
  •   Project was recently added
  • ️  Warning (e.g. missing/risky license)
  • 👨‍💻  Contributors count from GitHub
  • 🔀  Fork count from GitHub
  • 📋  Issue count from GitHub
  • ⏱️  Last update timestamp on package manager
  • 📥  Download count from package manager
  • 📦  Number of dependent projects
  •   Flake8 related project
  •   Pytest related project
  •   Pylint related project
  •   Sphinx related project
  •   MkDocs related project

Linters & Style Checkers

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mypy (🥇43 · 12K) - Optional static typing for Python. MIT
  • GitHub (👨‍💻 530 · 🔀 2K · 📦 56K · 📋 7.2K - 28% open · ⏱️ 17.01.2022):

    git clone https://github.com/python/mypy
    
  • PyPi (📥 6.3M / month · 📦 5.4K · ⏱️ 07.01.2022):

    pip install mypy
    
  • Conda (📥 1.6M · ⏱️ 11.01.2022):

    conda install -c conda-forge mypy
    
flake8 (🥇41 · 1.7K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
  • GitHub (👨‍💻 160 · 🔀 190 · 📦 220K · 📋 1.4K - 2% open · ⏱️ 11.01.2022):

    git clone https://github.com/PyCQA/flake8
    
  • PyPi (📥 11M / month · 📦 41K · ⏱️ 11.10.2021):

    pip install flake8
    
  • Conda (📥 3.5M · ⏱️ 02.11.2021):

    conda install -c conda-forge flake8
    
pylint (🥇40 · 3.8K) - Its not just a linter that annoys you!. GPL-2.0
  • GitHub (👨‍💻 440 · 🔀 800 · 📋 3.9K - 19% open · ⏱️ 17.01.2022):

    git clone https://github.com/PyCQA/pylint
    
  • PyPi (📥 7.3M / month · 📦 21K · ⏱️ 03.12.2021):

    pip install pylint
    
  • Conda (📥 2.5M · ⏱️ 03.12.2021):

    conda install -c conda-forge pylint
    
pycodestyle (🥇37 · 4.5K) - Simple Python style checker in one Python file. Saxpath
  • GitHub (👨‍💻 130 · 🔀 610 · 📦 180K · 📋 670 - 16% open · ⏱️ 03.01.2022):

    git clone https://github.com/PyCQA/pycodestyle
    
  • PyPi (📥 15M / month · 📦 11K · ⏱️ 11.10.2021):

    pip install pycodestyle
    
  • Conda (📥 3.7M · ⏱️ 11.10.2021):

    conda install -c conda-forge pycodestyle
    
wemake-python-styleguide (🥇35 · 1.7K) - The strictest and most opinionated python linter ever!. MIT
  • GitHub (👨‍💻 160 · 🔀 320 · 📦 930 · 📋 990 - 8% open · ⏱️ 12.01.2022):

    git clone https://github.com/wemake-services/wemake-python-styleguide
    
  • PyPi (📥 63K / month · 📦 24 · ⏱️ 13.12.2021):

    pip install wemake-python-styleguide
    
pyright (🥈34 · 7.6K) - Static type checker for Python. MIT
  • GitHub (👨‍💻 69 · 🔀 410 · 📦 180 · 📋 2.3K - 0% open · ⏱️ 17.01.2022):

    git clone https://github.com/Microsoft/pyright
    
  • npm (📥 200K / month · 📦 3 · ⏱️ 16.01.2022):

    npm install pyright
    
pyflakes (🥈34 · 1.1K · 📉) - A simple program which checks Python source files for errors. MIT
  • GitHub (👨‍💻 79 · 🔀 160 · 📦 110K · 📋 450 - 18% open · ⏱️ 24.12.2021):

    git clone https://github.com/PyCQA/pyflakes
    
  • PyPi (📥 11M / month · 📦 14K · ⏱️ 06.10.2021):

    pip install pyflakes
    
  • Conda (📥 3.5M · ⏱️ 07.10.2021):

    conda install -c conda-forge pyflakes
    
pyre-check (🥈33 · 5.7K) - Performant type-checking for python. MIT
  • GitHub (👨‍💻 190 · 🔀 380 · 📋 300 - 31% open · ⏱️ 13.01.2022):

    git clone https://github.com/facebook/pyre-check
    
  • PyPi (📥 23K / month · 📦 32 · ⏱️ 11.01.2022):

    pip install pyre-check
    
pytype (🥈33 · 3.6K) - A static type analyzer for Python code. Apache-2
  • GitHub (👨‍💻 71 · 🔀 230 · 📋 480 - 20% open · ⏱️ 13.01.2022):

    git clone https://github.com/google/pytype
    
  • PyPi (📥 120K / month · 📦 88 · ⏱️ 13.01.2022):

    pip install pytype
    
  • Conda (📥 66K · ⏱️ 14.01.2022):

    conda install -c conda-forge pytype
    
pylint-django (🥈32 · 490) - Pylint plugin for improving code analysis for when.. GPL-2.0
  • GitHub (👨‍💻 62 · 🔀 100 · 📥 200 · 📦 16K · 📋 190 - 16% open · ⏱️ 08.01.2022):

    git clone https://github.com/PyCQA/pylint-django
    
  • PyPi (📥 500K / month · 📦 1.2K · ⏱️ 02.01.2022):

    pip install pylint-django
    
  • Conda (📥 89K · ⏱️ 10.01.2022):

    conda install -c conda-forge pylint-django
    
pydocstyle (🥈31 · 840) - docstring style checker. MIT
  • GitHub (👨‍💻 77 · 🔀 150 · 📥 56 · 📦 22K · 📋 280 - 29% open · ⏱️ 30.12.2021):

    git clone https://github.com/PyCQA/pydocstyle
    
  • PyPi (📥 1.5M / month · 📦 2.4K · ⏱️ 17.05.2021):

    pip install pydocstyle
    
  • Conda (📥 500K · ⏱️ 18.05.2021):

    conda install -c conda-forge pydocstyle
    
parso (🥈31 · 470) - A Python Parser. MIT
  • GitHub (👨‍💻 43 · 🔀 79 · 📦 170K · 📋 100 - 6% open · ⏱️ 30.11.2021):

    git clone https://github.com/davidhalter/parso
    
  • PyPi (📥 18M / month · 📦 5.9K · ⏱️ 30.11.2021):

    pip install parso
    
  • Conda (📥 6.1M · ⏱️ 01.12.2021):

    conda install -c conda-forge parso
    
flake8-bugbear (🥈30 · 670) - A plugin for Flake8 finding likely bugs and design problems.. MIT
  • GitHub (👨‍💻 47 · 🔀 55 · 📦 6.3K · 📋 110 - 37% open · ⏱️ 12.01.2022):

    git clone https://github.com/PyCQA/flake8-bugbear
    
  • PyPi (📥 850K / month · 📦 880 · ⏱️ 12.01.2022):

    pip install flake8-bugbear
    
  • Conda (📥 540K · ⏱️ 12.01.2022):

    conda install -c conda-forge flake8-bugbear
    
coala (🥈29 · 3.3K · 💤) - coala provides a unified command-line interface for linting and.. AGPL-3.0
  • GitHub (👨‍💻 480 · 🔀 1.4K · 📥 150 · 📦 10 · 📋 3.2K - 26% open · ⏱️ 11.06.2021):

    git clone https://github.com/coala/coala
    
  • PyPi (📥 3.6K / month · 📦 100 · ⏱️ 10.11.2017):

    pip install coala-bears
    
pylama (🥈29 · 850) - Code audit tool for python. MIT
  • GitHub (👨‍💻 46 · 🔀 88 · 📦 3.2K · 📋 130 - 29% open · ⏱️ 10.01.2022):

    git clone https://github.com/klen/pylama
    
  • PyPi (📥 78K / month · 📦 590 · ⏱️ 10.01.2022):

    pip install pylama
    
mypy-protobuf (🥈28 · 420) - open source tools to generate mypy stubs from protobufs. Apache-2
  • GitHub (👨‍💻 31 · 🔀 64 · 📋 98 - 4% open · ⏱️ 10.01.2022):

    git clone https://github.com/dropbox/mypy-protobuf
    
  • PyPi (📥 890K / month · 📦 49 · ⏱️ 24.12.2021):

    pip install mypy-protobuf
    
  • Conda (📥 18K · ⏱️ 24.12.2021):

    conda install -c conda-forge mypy-protobuf
    
darglint (🥉27 · 380) - A python documentation linter which checks that the docstring description.. MIT
  • GitHub (👨‍💻 22 · 🔀 36 · 📦 1.5K · 📋 140 - 33% open · ⏱️ 18.10.2021):

    git clone https://github.com/terrencepreilly/darglint
    
  • PyPi (📥 190K / month · 📦 53 · ⏱️ 18.10.2021):

    pip install darglint
    
  • Conda (📥 28K · ⏱️ 05.11.2021):

    conda install -c conda-forge darglint
    
hacking (🥉27 · 220 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
  • GitHub (👨‍💻 180 · 🔀 66 · ⏱️ 10.01.2022):

    git clone https://github.com/openstack/hacking
    
  • PyPi (📥 390K / month · 📦 4.4K · ⏱️ 21.04.2021):

    pip install hacking
    
flake8-comprehensions (🥉26 · 320) - A flake8 plugin to help you write better.. MIT
  • GitHub (👨‍💻 12 · 🔀 16 · 📋 42 - 19% open · ⏱️ 11.01.2022):

    git clone https://github.com/adamchainz/flake8-comprehensions
    
  • PyPi (📥 440K / month · 📦 530 · ⏱️ 10.01.2022):

    pip install flake8-comprehensions
    
  • Conda (📥 490K · ⏱️ 10.01.2022):

    conda install -c conda-forge flake8-comprehensions
    
flake8-quotes (🥉26 · 140) - Flake8 extension for checking quotes in python. MIT
  • GitHub (👨‍💻 30 · 🔀 33 · 📦 4.2K · 📋 43 - 6% open · ⏱️ 19.10.2021):

    git clone https://github.com/zheller/flake8-quotes
    
  • PyPi (📥 380K / month · 📦 820 · ⏱️ 15.12.2021):

    pip install flake8-quotes
    
  • Conda (📥 590K · ⏱️ 19.10.2021):

    conda install -c conda-forge flake8-quotes
    
flake8-isort (🥉25 · 110 · 📉) - flake8 plugin that integrates isort. GPL-2.0
  • GitHub (👨‍💻 30 · 🔀 40 · 📦 4.5K · 📋 53 - 24% open · ⏱️ 03.12.2021):

    git clone https://github.com/gforcada/flake8-isort
    
  • PyPi (📥 420K / month · 📦 590 · ⏱️ 14.10.2021):

    pip install flake8-isort
    
  • Conda (📥 15K · ⏱️ 14.10.2021):

    conda install -c conda-forge flake8-isort
    
check-manifest (🥉24 · 250) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
  • GitHub (👨‍💻 20 · 🔀 31 · 📦 7K · 📋 88 - 18% open · ⏱️ 16.10.2021):

    git clone https://github.com/mgedmin/check-manifest
    
  • PyPi (📥 130K / month · 📦 2.5K · ⏱️ 22.09.2021):

    pip install check-manifest
    
  • Conda (📥 37K · ⏱️ 22.09.2021):

    conda install -c conda-forge check-manifest
    
flake8-eradicate (🥉24 · 220) - Flake8 plugin to find commented out or dead code. MIT
  • GitHub (👨‍💻 13 · 🔀 7 · 📋 28 - 3% open · ⏱️ 10.01.2022):

    git clone https://github.com/wemake-services/flake8-eradicate
    
  • PyPi (📥 200K / month · 📦 65 · ⏱️ 19.10.2021):

    pip install flake8-eradicate
    
  • Conda (📥 950 · ⏱️ 19.10.2021):

    conda install -c conda-forge flake8-eradicate
    
beartype (🥉23 · 1K) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
  • GitHub (👨‍💻 9 · 🔀 18 · 📋 64 - 15% open · ⏱️ 15.01.2022):

    git clone https://github.com/beartype/beartype
    
  • PyPi (📥 37K / month · 📦 23 · ⏱️ 06.11.2021):

    pip install beartype
    
  • Conda (📥 9.6K · ⏱️ 06.11.2021):

    conda install -c conda-forge beartype
    
flake8-commas (🥉23 · 130) - Flake8 extension for enforcing trailing commas in python. MIT
  • GitHub (👨‍💻 12 · 🔀 23 · 📋 31 - 16% open · ⏱️ 13.10.2021):

    git clone https://github.com/PyCQA/flake8-commas
    
  • PyPi (📥 200K / month · 📦 330 · ⏱️ 13.10.2021):

    pip install flake8-commas
    
nitpick (🥉22 · 210) - Enforce the same settings on multiple projects. MIT
  • GitHub (👨‍💻 13 · 🔀 13 · 📥 4 · 📋 95 - 31% open · ⏱️ 15.01.2022):

    git clone https://github.com/andreoliwa/nitpick
    
  • PyPi (📥 9.5K / month · 📦 3 · ⏱️ 15.01.2022):

    pip install nitpick
    
data-science-types (🥉22 · 190 · 💤) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
  • GitHub (👨‍💻 44 · 🔀 57 · 📦 160 · 📋 62 - 62% open · ⏱️ 16.02.2021):

    git clone https://github.com/predictive-analytics-lab/data-science-types
    
  • PyPi (📥 28K / month · 📦 8 · ⏱️ 16.02.2021):

    pip install data-science-types
    
  • Conda (📥 2.5K · ⏱️ 16.02.2021):

    conda install -c conda-forge data-science-types
    
Fixit (🥉21 · 290) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
  • GitHub (👨‍💻 29 · 🔀 41 · 📦 14 · 📋 57 - 56% open · ⏱️ 07.01.2022):

    git clone https://github.com/Instagram/Fixit
    
  • PyPi (📥 5.8K / month · 📦 2 · ⏱️ 30.07.2021):

    pip install fixit
    
flake8-black (🥉20 · 100) - flake8 plugin to run black for checking Python coding style. MIT
  • GitHub (👨‍💻 5 · 🔀 8 · 📦 1.7K · 📋 21 - 33% open · ⏱️ 27.12.2021):

    git clone https://github.com/peterjc/flake8-black
    
  • PyPi (📥 190K / month · 📦 120 · ⏱️ 16.07.2021):

    pip install flake8-black
    
  • Conda (📥 190K · ⏱️ 17.07.2021):

    conda install -c conda-forge flake8-black
    
flake8-builtins (🥉20 · 76) - Check for python builtins being used as variables or.. GPL-2.0
  • GitHub (👨‍💻 15 · 🔀 18 · 📦 3.2K · 📋 34 - 5% open · ⏱️ 20.09.2021):

    git clone https://github.com/gforcada/flake8-builtins
    
  • PyPi (📥 310K / month · 📦 300 · ⏱️ 14.05.2020):

    pip install flake8-builtins
    
  • Conda (📥 130K · ⏱️ 18.05.2020):

    conda install -c conda-forge flake8-builtins
    
flakehell (🥉19 · 220 · 💤) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
  • GitHub (👨‍💻 16 · 🔀 33 · 📥 57 · ⏱️ 11.01.2021):

    git clone https://github.com/life4/flakehell
    
  • PyPi (📥 29K / month · 📦 12 · ⏱️ 11.01.2021):

    pip install flakehell
    
pandas-vet (🥉19 · 120 · 💤) - A plugin for Flake8 that checks pandas code. MIT
  • GitHub (👨‍💻 10 · 🔀 15 · 📥 39 · 📦 60 · 📋 50 - 42% open · ⏱️ 03.03.2021):

    git clone https://github.com/deppen8/pandas-vet
    
  • PyPi (📥 4.9K / month · 📦 3 · ⏱️ 01.02.2020):

    pip install pandas-vet
    
  • Conda (📥 7.9K · ⏱️ 01.02.2020):

    conda install -c conda-forge pandas-vet
    
pylint-flask (🥉19 · 59 · 💤) - A Pylint plugin to analyze Flask applications. GPL-2.0
  • GitHub (👨‍💻 7 · 🔀 9 · 📦 5.6K · 📋 10 - 50% open · ⏱️ 10.03.2021):

    git clone https://github.com/jschaf/pylint-flask
    
  • PyPi (📥 150K / month · 📦 360 · ⏱️ 30.01.2019):

    pip install pylint-flask
    
  • Conda (📥 54K · ⏱️ 02.02.2019):

    conda install -c conda-forge pylint-flask
    
imhotep (🥉18 · 220) - A static-analysis bot for Github. MIT
  • GitHub (👨‍💻 16 · 🔀 37 · 📦 9 · 📋 46 - 50% open · ⏱️ 01.10.2021):

    git clone https://github.com/justinabrahms/imhotep
    
  • PyPi (📥 55 / month · 📦 5 · ⏱️ 18.09.2016):

    pip install imhotep
    
bellybutton (🥉16 · 230) - Custom Python linting through AST expressions. MIT
  • GitHub (👨‍💻 5 · 🔀 11 · 📦 16 · 📋 14 - 57% open · ⏱️ 15.07.2021):

    git clone https://github.com/hchasestevens/bellybutton
    
  • PyPi (📥 4.6K / month · 📦 1 · ⏱️ 27.11.2020):

    pip install bellybutton
    
Show 7 hidden projects...
  • pep8-naming (🥈28 · 350) - Naming Convention checker for Python. Saxpath
  • flake8-import-order (🥉24 · 250 · 💀) - Flake8 plugin that checks import order against.. LGPL-3.0
  • flake8-mypy (🥉19 · 100 · 💀) - A plugin for flake8 integrating Mypy. MIT
  • flake8-bandit (🥉18 · 65 · 💀) - Automated security testing using bandit and flake8. MIT
  • yala (🥉17 · 13) - Yet Another Linter Aggregator. MIT
  • pycycle (🥉16 · 300 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
  • linty_fresh (🥉13 · 180 · 💀) - Surface lint errors during code review. Apache-2 mypy

Code Formatters

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black (🥇43 · 24K) - The uncompromising Python code formatter. MIT
  • GitHub (👨‍💻 300 · 🔀 1.5K · 📥 20K · 📦 110K · 📋 1.8K - 19% open · ⏱️ 17.01.2022):

    git clone https://github.com/psf/black
    
  • PyPi (📥 8.5M / month · 📦 6.5K · ⏱️ 05.12.2021):

    pip install black
    
  • Conda (📥 2.8M · ⏱️ 13.12.2021):

    conda install -c conda-forge black
    
isort (🥈40 · 4.4K) - A Python utility / library to sort imports. MIT
  • GitHub (👨‍💻 250 · 🔀 430 · 📦 210K · 📋 1K - 3% open · ⏱️ 07.01.2022):

    git clone https://github.com/PyCQA/isort
    
  • PyPi (📥 13M / month · 📦 14K · ⏱️ 09.11.2021):

    pip install isort
    
  • Conda (📥 2.7M · ⏱️ 09.11.2021):

    conda install -c conda-forge isort
    
yapf (🥈38 · 12K) - A formatter for Python files. Apache-2
  • GitHub (👨‍💻 140 · 🔀 840 · 📦 28K · 📋 730 - 46% open · ⏱️ 11.01.2022):

    git clone https://github.com/google/yapf
    
  • PyPi (📥 1.3M / month · 📦 2.1K · ⏱️ 26.12.2021):

    pip install yapf
    
  • Conda (📥 920K · ⏱️ 06.01.2022):

    conda install -c conda-forge yapf
    
autopep8 (🥉36 · 4K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
  • GitHub (👨‍💻 51 · 🔀 250 · 📦 100K · 📋 430 - 21% open · ⏱️ 30.10.2021):

    git clone https://github.com/hhatto/autopep8
    
  • PyPi (📥 2.1M / month · 📦 5.6K · ⏱️ 24.10.2021):

    pip install autopep8
    
  • Conda (📥 590K · ⏱️ 26.10.2021):

    conda install -c conda-forge autopep8
    
Show 2 hidden projects...
  • docformatter (🥉24 · 240 · 💀) - Formats docstrings to follow PEP 257. MIT
  • pyformat (🥉17 · 84 · 💀) - Formats Python code to follow a consistent style. Saxpath

Code Refactoring

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jedi (🥇41 · 5K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
  • GitHub (👨‍💻 150 · 🔀 460 · 📦 170K · 📋 1.3K - 2% open · ⏱️ 25.12.2021):

    git clone https://github.com/davidhalter/jedi
    
  • PyPi (📥 18M / month · 📦 8.3K · ⏱️ 17.11.2021):

    pip install jedi
    
  • Conda (📥 7.4M · ⏱️ 17.11.2021):

    conda install -c conda-forge jedi
    
rope (🥇36 · 1.3K) - a python refactoring library. LGPL-3.0
  • GitHub (👨‍💻 68 · 🔀 150 · 📦 34K · 📋 230 - 30% open · ⏱️ 20.12.2021):

    git clone https://github.com/python-rope/rope
    
  • PyPi (📥 460K / month · 📦 1.6K · ⏱️ 15.12.2021):

    pip install rope
    
  • Conda (📥 620K · ⏱️ 22.11.2021):

    conda install -c conda-forge rope
    
pyupgrade (🥈29 · 1.4K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
  • GitHub (👨‍💻 22 · 🔀 91 · 📋 260 - 3% open · ⏱️ 15.01.2022):

    git clone https://github.com/asottile/pyupgrade
    
  • PyPi (📥 170K / month · 📦 34 · ⏱️ 01.01.2022):

    pip install pyupgrade
    
  • Conda (📥 300K · ⏱️ 01.01.2022):

    conda install -c conda-forge pyupgrade
    
vulture (🥈25 · 2K) - Find dead Python code. MIT
  • GitHub (👨‍💻 30 · 🔀 93 · 📦 1.4K · 📋 150 - 9% open · ⏱️ 03.01.2022):

    git clone https://github.com/jendrikseipp/vulture
    
  • PyPi (📥 170K / month · 📦 220 · ⏱️ 16.01.2021):

    pip install vulture
    
  • Conda (📥 51K · ⏱️ 11.08.2020):

    conda install -c conda-forge vulture
    
redbaron (🥈25 · 620) - Bottom-up approach to refactoring in python. LGPL-3.0
  • GitHub (👨‍💻 34 · 🔀 68 · 📦 340 · 📋 130 - 63% open · ⏱️ 09.12.2021):

    git clone https://github.com/pycqa/redbaron
    
  • PyPi (📥 22K / month · 📦 120 · ⏱️ 17.03.2019):

    pip install redbaron
    
baron (🥈25 · 270) - IDE allow you to refactor code, Baron allows you to write refactoring.. LGPL-3.0
  • GitHub (👨‍💻 33 · 🔀 52 · 📦 190 · 📋 75 - 61% open · ⏱️ 09.12.2021):

    git clone https://github.com/PyCQA/baron
    
  • PyPi (📥 22K / month · 📦 59 · ⏱️ 09.12.2021):

    pip install baron
    
MonkeyType (🥉24 · 3.6K) - A Python library that generates static type annotations by.. BSD-3
  • GitHub (👨‍💻 37 · 🔀 130 · 📦 160 · 📋 150 - 24% open · ⏱️ 15.09.2021):

    git clone https://github.com/Instagram/MonkeyType
    
  • PyPi (📥 22K / month · 📦 23 · ⏱️ 21.05.2021):

    pip install monkeytype
    
  • Conda (📥 38K · ⏱️ 22.05.2021):

    conda install -c conda-forge monkeytype
    
Bowler (🥉23 · 1.3K) - Safe code refactoring for modern Python. MIT
  • GitHub (👨‍💻 26 · 🔀 88 · 📋 80 - 57% open · ⏱️ 01.09.2021):

    git clone https://github.com/facebookincubator/Bowler
    
  • PyPi (📥 38K / month · 📦 7 · ⏱️ 17.09.2020):

    pip install bowler
    
  • Conda (📥 11K · ⏱️ 12.06.2019):

    conda install -c conda-forge bowler
    
add-trailing-comma (🥉22 · 210) - A tool (and pre-commit hook) to automatically add trailing.. MIT
  • GitHub (👨‍💻 9 · 🔀 14 · 📋 38 - 2% open · ⏱️ 15.01.2022):

    git clone https://github.com/asottile/add-trailing-comma
    
  • PyPi (📥 16K / month · 📦 11 · ⏱️ 20.11.2021):

    pip install add-trailing-comma
    
pyannotate (🥉21 · 1.3K) - Auto-generate PEP-484 annotations. Apache-2
  • GitHub (👨‍💻 17 · 🔀 54 · 📦 66 · 📋 59 - 44% open · ⏱️ 12.10.2021):

    git clone https://github.com/dropbox/pyannotate
    
  • PyPi (📥 2.3K / month · 📦 18 · ⏱️ 16.09.2019):

    pip install pyannotate
    
unimport (🥉19 · 120) - A linter, formatter for finding and removing unused import statements. MIT
  • GitHub (👨‍💻 13 · 🔀 13 · 📦 18 · 📋 76 - 13% open · ⏱️ 12.01.2022):

    git clone https://github.com/hakancelik96/unimport
    
  • PyPi (📥 3.2K / month · ⏱️ 14.09.2021):

    pip install unimport
    
retype (🥉16 · 120) - Re-apply type annotations from .pyi stubs to your codebase. MIT
  • GitHub (👨‍💻 8 · 🔀 17 · 📋 15 - 46% open · ⏱️ 29.12.2021):

    git clone https://github.com/ambv/retype
    
  • PyPi (📥 940 / month · 📦 18 · ⏱️ 29.12.2021):

    pip install retype
    
  • Conda (📥 16K · ⏱️ 29.12.2021):

    conda install -c conda-forge retype
    
com2ann (🥉16 · 100) - Tool for translation type comments to type annotations in Python. MIT
  • GitHub (👨‍💻 4 · 🔀 7 · 📦 7 · 📋 20 - 25% open · ⏱️ 21.08.2021):

    git clone https://github.com/ilevkivskyi/com2ann
    
  • PyPi (📥 32K / month · 📦 1 · ⏱️ 21.08.2021):

    pip install com2ann
    
Show 5 hidden projects...
  • autoflake (🥈26 · 470 · 💀) - Removes unused imports and unused variables as reported by pyflakes. MIT
  • eradicate (🥉18 · 120 · 💀) - Removes commented-out code from Python files. Saxpath
  • unify (🥉18 · 65 · 💀) - Modifies strings to all use the same quote where possible. MIT
  • pep8ify (🥉15 · 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
  • massedit (🥉15 · 95 · 💀) - Programmatically edit text files with Python. Useful for source to.. MIT

Code Security

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bandit (🥇34 · 3.8K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
  • GitHub (👨‍💻 140 · 🔀 390 · 📥 140 · 📦 10K · 📋 560 - 33% open · ⏱️ 13.11.2021):

    git clone https://github.com/PyCQA/bandit
    
  • PyPi (📥 1.5M / month · 📦 1.5K · ⏱️ 12.11.2021):

    pip install bandit
    
  • Conda (📥 100K · ⏱️ 13.11.2021):

    conda install -c conda-forge bandit
    
sqlmap (🥈30 · 22K) - Automatic SQL injection and database takeover tool. GPL-3.0
  • GitHub (👨‍💻 110 · 🔀 4.6K · 📋 4.6K - 1% open · ⏱️ 17.01.2022):

    git clone https://github.com/sqlmapproject/sqlmap
    
  • PyPi (📥 5.3K / month · 📦 6 · ⏱️ 03.01.2022):

    pip install sqlmap
    
detect-secrets (🥉29 · 2.1K) - An enterprise friendly way of detecting and preventing.. Apache-2
  • GitHub (👨‍💻 54 · 🔀 240 · 📋 240 - 34% open · ⏱️ 17.01.2022):

    git clone https://github.com/Yelp/detect-secrets
    
  • PyPi (📥 200K / month · 📦 23 · ⏱️ 14.04.2021):

    pip install detect-secrets
    
safety (🥉29 · 1.2K · 💤) - Safety checks your installed dependencies for known security.. MIT
  • GitHub (👨‍💻 35 · 🔀 100 · 📥 120K · 📦 3.3K · 📋 120 - 36% open · ⏱️ 28.04.2021):

    git clone https://github.com/pyupio/safety
    
  • PyPi (📥 580K / month · 📦 320 · ⏱️ 15.01.2021):

    pip install safety
    
  • Conda (📥 26K · ⏱️ 15.01.2021):

    conda install -c conda-forge safety
    
dodgy (🥉20 · 97 · 💤) - Looks at Python code to search for things which look dodgy such as.. MIT
  • GitHub (👨‍💻 14 · 🔀 19 · 📦 1.5K · 📋 12 - 75% open · ⏱️ 21.03.2021):

    git clone https://github.com/landscapeio/dodgy
    
  • PyPi (📥 140K / month · 📦 280 · ⏱️ 31.12.2019):

    pip install dodgy
    
  • Conda (📥 27K · ⏱️ 10.06.2020):

    conda install -c conda-forge dodgy
    
dlint (🥉20 · 79) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
  • GitHub (👨‍💻 8 · 🔀 6 · 📋 34 - 58% open · ⏱️ 27.10.2021):

    git clone https://github.com/dlint-py/dlint
    
  • PyPi (📥 77K / month · 📦 29 · ⏱️ 27.10.2021):

    pip install dlint
    
  • Conda (📥 85 · ⏱️ 09.11.2021):

    conda install -c conda-forge dlint
    
Show 2 hidden projects...
  • pyarmor (🥈30 · 1.3K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. SGI-B-2.0
  • pyt (🥉23 · 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. GPL-2.0

Virtual Environments

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pipenv (🥇43 · 23K) - Python Development Workflow for Humans. MIT
  • GitHub (👨‍💻 400 · 🔀 1.7K · 📦 24K · 📋 3.6K - 15% open · ⏱️ 14.01.2022):

    git clone https://github.com/pypa/pipenv
    
  • PyPi (📥 3.5M / month · 📦 1.2K · ⏱️ 08.01.2022):

    pip install pipenv
    
  • Conda (📥 46K · ⏱️ 08.01.2022):

    conda install -c conda-forge pipenv
    
virtualenv (🥈40 · 4K) - Virtual Python Environment builder. MIT
  • GitHub (👨‍💻 220 · 🔀 920 · 📋 1.2K - 5% open · ⏱️ 03.01.2022):

    git clone https://github.com/pypa/virtualenv
    
  • PyPi (📥 20M / month · 📦 18K · ⏱️ 02.01.2022):

    pip install virtualenv
    
  • Conda (📥 1.4M · ⏱️ 02.11.2021):

    conda install -c conda-forge virtualenv
    
pyenv (🥈32 · 26K) - Simple Python version management. MIT
  • GitHub (👨‍💻 360 · 🔀 2.3K · 📋 1.4K - 2% open · ⏱️ 17.01.2022):

    git clone https://github.com/pyenv/pyenv
    
  • PyPi (📥 5.9K / month · 📦 1 · ⏱️ 12.01.2019):

    pip install pyenv
    
pyenv-virtualenv (🥉20 · 4.7K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
  • GitHub (👨‍💻 46 · 🔀 310 · 📋 330 - 40% open · ⏱️ 13.11.2021):

    git clone https://github.com/pyenv/pyenv-virtualenv
    
pyenv-installer (🥉16 · 3K) - This tool is used to install `pyenv` and friends. MIT
  • GitHub (👨‍💻 33 · 🔀 320 · 📋 69 - 7% open · ⏱️ 27.08.2021):

    git clone https://github.com/pyenv/pyenv-installer
    
dh-virtualenv (🥉16 · 1.5K) - Python virtualenvs in Debian packages. GPL-2.0
  • GitHub (👨‍💻 58 · 🔀 160 · 📋 190 - 12% open · ⏱️ 10.11.2021):

    git clone https://github.com/spotify/dh-virtualenv
    
Show 2 hidden projects...
  • vex (🥉18 · 370 · 💀) - Run a command in the named virtualenv. MIT
  • pipenv-pipes (🥉12 · 130 · 💀) - A PipEnv Environment Switcher. MIT

Dependency & Package Mangers

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pip (🥇45 · 7.7K) - The Python package installer. MIT
  • GitHub (👨‍💻 650 · 🔀 2.4K · 📦 70K · 📋 6.1K - 15% open · ⏱️ 14.01.2022):

    git clone https://github.com/pypa/pip
    
  • PyPi (📥 72M / month · 📦 10K · ⏱️ 22.10.2021):

    pip install pip
    
  • Conda (📥 29M · ⏱️ 22.10.2021):

    conda install -c conda-forge pip
    
poetry (🥈39 · 18K) - Python dependency management and packaging made easy. MIT
  • GitHub (👨‍💻 320 · 🔀 1.5K · 📥 10M · 📋 3.6K - 34% open · ⏱️ 17.01.2022):

    git clone https://github.com/python-poetry/poetry
    
  • PyPi (📥 3.8M / month · 📦 110 · ⏱️ 28.11.2021):

    pip install poetry
    
  • Conda (📥 350K · ⏱️ 14.12.2021):

    conda install -c conda-forge poetry
    
conda (🥈39 · 4.5K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
  • GitHub (👨‍💻 380 · 🔀 1.1K · 📋 8.3K - 22% open · ⏱️ 13.01.2022):

    git clone https://github.com/conda/conda
    
  • PyPi (📥 69K / month · 📦 1.1K · ⏱️ 22.04.2017):

    pip install conda
    
  • Conda (📥 24M · ⏱️ 23.11.2021):

    conda install -c conda-forge conda
    
pip-tools (🥈34 · 5.4K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
  • GitHub (👨‍💻 160 · 🔀 480 · 📋 800 - 16% open · ⏱️ 12.11.2021):

    git clone https://github.com/jazzband/pip-tools
    
  • PyPi (📥 3.1M / month · 📦 1.8K · ⏱️ 12.10.2021):

    pip install pip-tools
    
  • Conda (📥 22K · ⏱️ 12.10.2021):

    conda install -c conda-forge pip-tools
    
pipreqs (🥉30 · 4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
  • GitHub (👨‍💻 51 · 🔀 270 · 📦 8.5K · 📋 190 - 52% open · ⏱️ 23.10.2021):

    git clone https://github.com/bndr/pipreqs
    
  • PyPi (📥 230K / month · 📦 320 · ⏱️ 23.10.2021):

    pip install pipreqs
    
  • Conda (📥 23K · ⏱️ 14.11.2019):

    conda install -c conda-forge pipreqs
    
pipx (🥉28 · 4.5K) - Install and Run Python Applications in Isolated Environments. MIT
  • GitHub (👨‍💻 71 · 🔀 210 · 📋 450 - 22% open · ⏱️ 04.01.2022):

    git clone https://github.com/pypa/pipx
    
  • PyPi (📥 67K / month · 📦 6 · ⏱️ 04.01.2022):

    pip install pipx
    
  • Conda (📥 82 · ⏱️ 04.01.2022):

    conda install -c conda-forge pipx
    
mamba (🥉27 · 2.6K) - The Fast Cross-Platform Package Manager. BSD-3
  • GitHub (👨‍💻 66 · 🔀 140 · 📋 690 - 29% open · ⏱️ 14.01.2022):

    git clone https://github.com/mamba-org/mamba
    
  • Conda (📥 1.8M · ⏱️ 08.12.2021):

    conda install -c conda-forge mamba
    
dephell (🥉25 · 1.7K · 💤) - Python project management. Manage packages: convert between formats,.. MIT
  • GitHub (👨‍💻 37 · 🔀 110 · 📥 170 · 📦 340 · 📋 270 - 40% open · ⏱️ 11.01.2021):

    git clone https://github.com/dephell/dephell
    
  • PyPi (📥 4.6K / month · 📦 12 · ⏱️ 28.04.2020):

    pip install dephell
    
pyflow (🥉19 · 970) - An installation and dependency system for Python. MIT
  • GitHub (👨‍💻 28 · 🔀 40 · 📥 3.8K · 📋 110 - 38% open · ⏱️ 04.12.2021):

    git clone https://github.com/David-OConnor/pyflow
    
  • PyPi (📥 180 / month · 📦 1 · ⏱️ 02.07.2021):

    pip install pyflow
    
pip-run (🥉18 · 62) - pip-run - dynamic dependency loader for Python. MIT
  • GitHub (👨‍💻 11 · 🔀 10 · 📋 43 - 6% open · ⏱️ 08.01.2022):

    git clone https://github.com/jaraco/pip-run
    
  • PyPi (📥 6.7K / month · 📦 1 · ⏱️ 08.01.2022):

    pip install pip-run
    

Code Metrics & Complexity

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prospector (🥇30 · 1.6K) - Inspects Python source files and provides information about.. GPL-2.0
  • GitHub (👨‍💻 78 · 🔀 140 · 📋 300 - 19% open · ⏱️ 17.01.2022):

    git clone https://github.com/PyCQA/prospector
    
  • PyPi (📥 390K / month · 📦 660 · ⏱️ 17.01.2022):

    pip install prospector
    
  • Conda (📥 27K · ⏱️ 11.01.2022):

    conda install -c conda-forge prospector
    
radon (🥈29 · 1.3K) - Various code metrics for Python code. MIT
  • GitHub (👨‍💻 49 · 🔀 97 · 📦 2.2K · 📋 160 - 13% open · ⏱️ 08.08.2021):

    git clone https://github.com/rubik/radon
    
  • PyPi (📥 210K / month · 📦 600 · ⏱️ 15.12.2021):

    pip install radon
    
  • Conda (📥 37K · ⏱️ 07.09.2021):

    conda install -c conda-forge radon
    
mccabe (🥈29 · 450 · 💤) - McCabe complexity checker for Python. Saxpath
  • GitHub (👨‍💻 21 · 🔀 42 · 📦 240K · 📋 40 - 15% open · ⏱️ 02.04.2021):

    git clone https://github.com/PyCQA/mccabe
    
  • PyPi (📥 14M / month · 📦 16K · ⏱️ 26.01.2017):

    pip install mccabe
    
  • Conda (📥 3.8M · ⏱️ 08.07.2018):

    conda install -c conda-forge mccabe
    
wily (🥉21 · 840) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
  • GitHub (👨‍💻 16 · 🔀 45 · 📋 80 - 35% open · ⏱️ 01.07.2021):

    git clone https://github.com/tonybaloney/wily
    
  • PyPi (📥 12K / month · 📦 9 · ⏱️ 01.07.2021):

    pip install wily
    
xenon (🥉21 · 200) - Monitoring tool based on radon. MIT
  • GitHub (👨‍💻 8 · 🔀 16 · 📦 290 · 📋 32 - 21% open · ⏱️ 03.09.2021):

    git clone https://github.com/rubik/xenon
    
  • PyPi (📥 43K / month · 📦 69 · ⏱️ 03.09.2021):

    pip install xenon
    
  • Conda (📥 14K · ⏱️ 12.10.2019):

    conda install -c conda-forge xenon
    
Show 1 hidden projects...

Logging

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tqdm (🥇40 · 21K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
  • GitHub (👨‍💻 110 · 🔀 1.1K · 📥 8.2K · 📦 240K · 📋 870 - 37% open · ⏱️ 20.09.2021):

    git clone https://github.com/tqdm/tqdm
    
  • PyPi (📥 26M / month · 📦 21K · ⏱️ 15.12.2021):

    pip install tqdm
    
  • Conda (📥 9.3M · ⏱️ 20.09.2021):

    conda install -c conda-forge tqdm
    
  • Docker Hub (📥 4K · 2 · ⏱️ 30.10.2021):

    docker pull tqdm/tqdm
    
rich (🥇39 · 33K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
  • GitHub (👨‍💻 140 · 🔀 1K · 📦 10K · 📋 640 - 4% open · ⏱️ 17.01.2022):

    git clone https://github.com/Textualize/rich
    
  • PyPi (📥 2.5M / month · 📦 1.3K · ⏱️ 09.01.2022):

    pip install rich
    
  • Conda (📥 570K · ⏱️ 09.01.2022):

    conda install -c conda-forge rich
    
sentry-sdk (🥇37 · 1.1K) - The new Python SDK for Sentry.io. BSD-2
  • GitHub (👨‍💻 120 · 🔀 260 · 📥 4.5K · 📦 17K · 📋 600 - 12% open · ⏱️ 12.01.2022):

    git clone https://github.com/getsentry/sentry-python
    
  • PyPi (📥 10M / month · 📦 940 · ⏱️ 10.01.2022):

    pip install sentry-sdk
    
  • Conda (📥 120K · ⏱️ 10.01.2022):

    conda install -c conda-forge sentry-sdk
    
structlog (🥈34 · 1.9K) - Structured Logging for Python. Apache-2
  • GitHub (👨‍💻 84 · 🔀 150 · 📋 210 - 12% open · ⏱️ 12.01.2022):

    git clone https://github.com/hynek/structlog
    
  • PyPi (📥 2.7M / month · 📦 900 · ⏱️ 16.12.2021):

    pip install structlog
    
  • Conda (📥 160K · ⏱️ 06.01.2022):

    conda install -c conda-forge structlog
    
loguru (🥈33 · 11K) - Python logging made (stupidly) simple. MIT
  • GitHub (👨‍💻 30 · 🔀 470 · 📦 13K · 📋 510 - 18% open · ⏱️ 09.09.2021):

    git clone https://github.com/Delgan/loguru
    
  • PyPi (📥 1.8M / month · 📦 1.1K · ⏱️ 20.09.2020):

    pip install loguru
    
  • Conda (📥 350K · ⏱️ 02.11.2021):

    conda install -c conda-forge loguru
    
python-json-logger (🥈33 · 1.2K) - Json Formatter for the standard python logger. BSD-2
  • GitHub (👨‍💻 46 · 🔀 170 · 📦 20K · 📋 70 - 34% open · ⏱️ 27.07.2021):

    git clone https://github.com/madzak/python-json-logger
    
  • PyPi (📥 3.8M / month · 📦 690 · ⏱️ 27.07.2021):

    pip install python-json-logger
    
  • Conda (📥 1M · ⏱️ 12.10.2020):

    conda install -c conda-forge python-json-logger
    
progressbar2 (🥈33 · 750) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
  • GitHub (👨‍💻 40 · 🔀 100 · 📥 1.6K · 📦 14K · 📋 200 - 5% open · ⏱️ 05.01.2022):

    git clone https://github.com/WoLpH/python-progressbar
    
  • PyPi (📥 4M / month · 📦 1.5K · ⏱️ 05.01.2022):

    pip install progressbar2
    
  • Conda (📥 380K · ⏱️ 09.09.2020):

    conda install -c conda-forge progressbar2
    
tabulate (🥈30 · 1.1K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
  • GitHub (👨‍💻 68 · 🔀 86 · 📦 60K · 📋 110 - 45% open · ⏱️ 07.01.2022):

    git clone https://github.com/astanin/python-tabulate
    
  • PyPi (📥 33M / month · 📦 6.3K · ⏱️ 22.02.2021):

    pip install tabulate
    
  • Conda (📥 1.8M · ⏱️ 22.02.2021):

    conda install -c conda-forge tabulate
    
colorlog (🥉29 · 730) - A colored formatter for the python logging module. MIT
  • GitHub (👨‍💻 30 · 🔀 76 · 📦 13K · ⏱️ 08.11.2021):

    git clone https://github.com/borntyping/python-colorlog
    
  • PyPi (📥 4.6M / month · 📦 2.4K · ⏱️ 08.11.2021):

    pip install colorlog
    
  • Conda (📥 460K · ⏱️ 09.11.2021):

    conda install -c conda-forge colorlog
    
wasabi (🥉28 · 320) - A lightweight console printing and formatting toolkit. MIT
  • GitHub (👨‍💻 7 · 🔀 20 · 📦 16K · 📋 6 - 50% open · ⏱️ 06.12.2021):

    git clone https://github.com/ines/wasabi
    
  • PyPi (📥 3.5M / month · 📦 270 · ⏱️ 06.12.2021):

    pip install wasabi
    
  • Conda (📥 560K · ⏱️ 07.12.2021):

    conda install -c conda-forge wasabi
    
notifiers (🥉27 · 2.1K) - The easy way to send notifications. MIT
  • GitHub (👨‍💻 16 · 🔀 78 · 📦 200 · 📋 92 - 41% open · ⏱️ 22.09.2021):

    git clone https://github.com/liiight/notifiers
    
  • PyPi (📥 300K / month · 📦 14 · ⏱️ 05.10.2019):

    pip install notifiers
    
  • Conda (📥 15K · ⏱️ 16.11.2021):

    conda install -c conda-forge notifiers
    
python-coloredlogs (🥉27 · 450 · 💤) - Colored terminal output for Pythons logging module. MIT
  • GitHub (👨‍💻 16 · 🔀 37 · 📦 10K · 📋 74 - 33% open · ⏱️ 11.06.2021):

    git clone https://github.com/xolox/python-coloredlogs
    
  • PyPi (📥 1.7M / month · 📦 1.7K · ⏱️ 11.06.2021):

    pip install coloredlogs
    
  • Conda (📥 3.6K · ⏱️ 14.01.2022):

    conda install -c anaconda coloredlogs
    
rebound (🥉24 · 3.8K · 💤) - Command-line tool that instantly fetches Stack Overflow results when.. MIT
  • GitHub (👨‍💻 16 · 🔀 360 · 📥 180 · 📦 22 · 📋 58 - 34% open · ⏱️ 04.01.2021):

    git clone https://github.com/shobrook/rebound
    
  • PyPi (📥 2.3K / month · 📦 16 · ⏱️ 13.01.2022):

    pip install rebound
    
  • Conda (📥 170K · ⏱️ 14.01.2022):

    conda install -c conda-forge rebound
    
alive-progress (🥉24 · 3K · 📉) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
  • GitHub (👨‍💻 1 · 🔀 130 · 📦 550 · 📋 97 - 25% open · ⏱️ 06.11.2021):

    git clone https://github.com/rsalmei/alive-progress
    
  • PyPi (📥 20K / month · 📦 49 · ⏱️ 19.10.2021):

    pip install alive-progress
    
  • Conda (📥 12K · ⏱️ 08.01.2021):

    conda install -c conda-forge alive-progress
    
better-exceptions (🥉23 · 4.1K) - Pretty and useful exceptions in Python, automatically. MIT
  • GitHub (👨‍💻 15 · 🔀 200 · 📋 70 - 41% open · ⏱️ 19.10.2021):

    git clone https://github.com/Qix-/better-exceptions
    
  • PyPi (📥 24K / month · 📦 58 · ⏱️ 29.01.2021):

    pip install better-exceptions
    
PrettyErrors (🥉22 · 2.4K) - Prettify Python exception output to make it legible. MIT
  • GitHub (👨‍💻 5 · 🔀 71 · 📋 37 - 2% open · ⏱️ 24.11.2021):

    git clone https://github.com/onelivesleft/PrettyErrors
    
  • PyPi (📥 22K / month · 📦 39 · ⏱️ 24.11.2021):

    pip install pretty_errors
    
  • Conda (📥 3.5K · ⏱️ 27.11.2021):

    conda install -c conda-forge pretty_errors
    
stackprinter (🥉22 · 1.2K · 💤) - Debugging-friendly exceptions for Python. MIT
  • GitHub (👨‍💻 6 · 🔀 33 · 📦 86 · 📋 26 - 42% open · ⏱️ 01.01.2021):

    git clone https://github.com/cknd/stackprinter
    
  • PyPi (📥 310K / month · 📦 20 · ⏱️ 31.10.2020):

    pip install stackprinter
    
  • Conda (📥 2.9K · ⏱️ 31.10.2020):

    conda install -c conda-forge stackprinter
    
python-devtools (🥉19 · 450) - Dev tools for python. MIT
  • GitHub (👨‍💻 7 · 🔀 16 · 📦 530 · 📋 36 - 5% open · ⏱️ 08.09.2021):

    git clone https://github.com/samuelcolvin/python-devtools
    
  • PyPi (📥 380 / month · 📦 1 · ⏱️ 21.08.2017):

    pip install python-devtools
    
  • Conda (📥 1.4K · ⏱️ 29.09.2021):

    conda install -c conda-forge python-devtools
    
Show 3 hidden projects...
  • logbook (🥈32 · 1.4K · 💀) - A cool logging replacement for Python. BSD-3
  • prettytable (🥉28 · 650) - Display tabular data in a visually appealing ASCII table.. BSD-1-Clause
  • tbvaccine (🥉15 · 360 · 💀) - A small utility to pretty-print Python tracebacks. MIT

Documentation

Back to top

sphinx (🥇44 · 4.4K) - Main repository for the Sphinx documentation builder. BSD-3
  • GitHub (👨‍💻 710 · 🔀 1.6K · 📦 180K · 📋 5.9K - 16% open · ⏱️ 17.01.2022):

    git clone https://github.com/sphinx-doc/sphinx
    
  • PyPi (📥 3.7M / month · 📦 59K · ⏱️ 16.01.2022):

    pip install sphinx
    
  • Conda (📥 4.6M · ⏱️ 19.12.2021):

    conda install -c conda-forge sphinx
    
mkdocs (🥇41 · 13K) - Project documentation with Markdown. BSD-2
  • GitHub (👨‍💻 210 · 🔀 1.8K · 📦 18K · 📋 1.6K - 6% open · ⏱️ 08.01.2022):

    git clone https://github.com/mkdocs/mkdocs
    
  • PyPi (📥 610K / month · 📦 3.5K · ⏱️ 15.12.2021):

    pip install mkdocs
    
  • Conda (📥 160K · ⏱️ 13.10.2021):

    conda install -c conda-forge mkdocs
    
mkdocs-material (🥇40 · 8.5K) - Technical documentation that just works. MIT
  • GitHub (👨‍💻 140 · 🔀 2K · 📦 11K · 📋 1.3K - 0% open · ⏱️ 16.01.2022):

    git clone https://github.com/squidfunk/mkdocs-material
    
  • PyPi (📥 620K / month · 📦 1.1K · ⏱️ 16.01.2022):

    pip install mkdocs-material
    
  • Conda (📥 78K · ⏱️ 11.01.2022):

    conda install -c conda-forge mkdocs-material
    
sphinx_rtd_theme (🥈35 · 3.9K · 📈) - Sphinx theme for readthedocs.org. MIT
  • GitHub (👨‍💻 110 · 🔀 1.6K · 📦 16 · 📋 740 - 26% open · ⏱️ 19.10.2021):

    git clone https://github.com/readthedocs/sphinx_rtd_theme
    
  • PyPi (📥 1.6M / month · 📦 12K · ⏱️ 05.10.2018):

    pip install sphinx_rtd_theme
    
  • Conda (📥 2M · ⏱️ 17.09.2021):

    conda install -c conda-forge sphinx_rtd_theme
    
numpydoc (🥈34 · 19K) - Numpys Sphinx extensions. BSD-3
  • GitHub (👨‍💻 70 · 🔀 6.4K · 📦 30K · 📋 160 - 36% open · ⏱️ 10.01.2022):

    git clone https://github.com/numpy/numpydoc
    
  • PyPi (📥 210K / month · 📦 4.3K · ⏱️ 01.07.2020):

    pip install numpydoc
    
  • Conda (📥 910K · ⏱️ 01.10.2020):

    conda install -c conda-forge numpydoc
    
pdoc (🥈31 · 1.1K) - API Documentation for Python Projects. Unlicense
  • GitHub (👨‍💻 33 · 🔀 120 · 📦 490 · 📋 210 - 3% open · ⏱️ 17.01.2022):

    git clone https://github.com/mitmproxy/pdoc
    
  • PyPi (📥 92K / month · 📦 180 · ⏱️ 14.01.2022):

    pip install pdoc
    
alabaster (🥈31 · 640) - Lightweight, configurable Sphinx theme. Now the Sphinx default!. BSD-3
  • GitHub (👨‍💻 28 · 🔀 180 · 📦 57K · 📋 140 - 60% open · ⏱️ 24.09.2021):

    git clone https://github.com/bitprophet/alabaster
    
  • PyPi (📥 3.3M / month · 📦 7.7K · ⏱️ 03.10.2018):

    pip install alabaster
    
  • Conda (📥 3.4M · ⏱️ 03.10.2018):

    conda install -c conda-forge alabaster
    
breathe (🥈31 · 570) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
  • GitHub (👨‍💻 99 · 🔀 150 · 📥 180 · 📦 5.7K · 📋 480 - 25% open · ⏱️ 28.12.2021):

    git clone https://github.com/michaeljones/breathe
    
  • PyPi (📥 160K / month · 📦 1K · ⏱️ 14.09.2021):

    pip install breathe
    
  • Conda (📥 250K · ⏱️ 15.09.2021):

    conda install -c conda-forge breathe
    
sphinx-autodoc-typehints (🥈28 · 390) - Type hints support for the Sphinx autodoc extension. MIT
  • GitHub (👨‍💻 34 · 🔀 76 · 📋 130 - 16% open · ⏱️ 11.01.2022):

    git clone https://github.com/tox-dev/sphinx-autodoc-typehints
    
  • PyPi (📥 310K / month · 📦 1.3K · ⏱️ 11.01.2022):

    pip install sphinx-autodoc-typehints
    
  • Conda (📥 260K · ⏱️ 15.04.2021):

    conda install -c conda-forge sphinx-autodoc-typehints
    
pdoc3 (🥈27 · 770) - Auto-generate API documentation for Python projects. AGPL-3.0
  • GitHub (👨‍💻 56 · 🔀 120 · 📦 1.2K · 📋 270 - 31% open · ⏱️ 24.09.2021):

    git clone https://github.com/pdoc3/pdoc
    
  • PyPi (📥 140K / month · 📦 120 · ⏱️ 03.08.2021):

    pip install pdoc3
    
  • Conda (📥 540 · ⏱️ 30.11.2020):

    conda install -c anaconda pdoc3
    
mkdocstrings (🥈27 · 580) - Automatic documentation from sources, for MkDocs. ISC
  • GitHub (👨‍💻 26 · 🔀 59 · 📋 220 - 25% open · ⏱️ 28.12.2021):

    git clone https://github.com/mkdocstrings/mkdocstrings
    
  • PyPi (📥 88K / month · 📦 140 · ⏱️ 27.12.2021):

    pip install mkdocstrings
    
  • Conda (📥 11K · ⏱️ 28.12.2021):

    conda install -c conda-forge mkdocstrings
    
sphinx-bootstrap-theme (🥈27 · 580) - Sphinx Bootstrap Theme. MIT
  • GitHub (👨‍💻 38 · 🔀 210 · 📋 140 - 40% open · ⏱️ 02.10.2021):

    git clone https://github.com/ryan-roemer/sphinx-bootstrap-theme
    
  • PyPi (📥 290K / month · 📦 590 · ⏱️ 12.09.2021):

    pip install sphinx-bootstrap-theme
    
interrogate (🥉25 · 330) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
  • GitHub (👨‍💻 12 · 🔀 26 · 📦 1.3K · 📋 31 - 25% open · ⏱️ 27.12.2021):

    git clone https://github.com/econchick/interrogate
    
  • PyPi (📥 61K / month · 📦 35 · ⏱️ 10.09.2021):

    pip install interrogate
    
sphinx-autobuild (🥉24 · 370 · 💤) - Watch a Sphinx directory and rebuild the.. MIT
  • GitHub (👨‍💻 17 · 🔀 51 · 📋 58 - 24% open · ⏱️ 14.03.2021):

    git clone https://github.com/executablebooks/sphinx-autobuild
    
  • PyPi (📥 170K / month · 📦 2.6K · ⏱️ 14.03.2021):

    pip install sphinx-autobuild
    
  • Conda (📥 80K · ⏱️ 14.03.2021):

    conda install -c conda-forge sphinx-autobuild
    
mkdocs-pdf-export-plugin (🥉23 · 220) - An MkDocs plugin to export content pages as PDF files. MIT
  • GitHub (👨‍💻 11 · 🔀 34 · 📦 190 · 📋 86 - 47% open · ⏱️ 05.10.2021):

    git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
    
  • PyPi (📥 11K / month · 📦 4 · ⏱️ 05.10.2021):

    pip install mkdocs-pdf-export-plugin
    
releases (🥉23 · 160) - A powerful Sphinx changelog-generating extension. BSD-2
  • GitHub (👨‍💻 10 · 🔀 36 · 📦 410 · 📋 76 - 43% open · ⏱️ 24.09.2021):

    git clone https://github.com/bitprophet/releases
    
  • PyPi (📥 11K / month · 📦 360 · ⏱️ 11.01.2020):

    pip install releases
    
  • Conda (📥 44K · ⏱️ 19.10.2021):

    conda install -c conda-forge sphinx-releases
    
blacken-docs (🥉22 · 310) - Run `black` on python code blocks in documentation files. MIT
  • GitHub (👨‍💻 13 · 🔀 20 · 📋 41 - 7% open · ⏱️ 15.01.2022):

    git clone https://github.com/asottile/blacken-docs
    
  • PyPi (📥 15K / month · 📦 16 · ⏱️ 19.11.2021):

    pip install blacken-docs
    
  • Conda (📥 19K · ⏱️ 19.11.2021):

    conda install -c conda-forge blacken-docs
    
mkdocs-awesome-pages-plugin (🥉21 · 210) - An MkDocs plugin that simplifies configuring page.. MIT
  • GitHub (👨‍💻 3 · 🔀 20 · 📋 47 - 17% open · ⏱️ 27.12.2021):

    git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
    
  • PyPi (📥 33K / month · 📦 60 · ⏱️ 22.11.2021):

    pip install mkdocs-awesome-pages-plugin
    
mkdocs-with-pdf (🥉20 · 120) - Generate a single PDF file from MkDocs repository. MIT
  • GitHub (👨‍💻 6 · 🔀 23 · 📦 93 · 📋 67 - 44% open · ⏱️ 14.10.2021):

    git clone https://github.com/orzih/mkdocs-with-pdf
    
  • PyPi (📥 6.4K / month · ⏱️ 03.07.2021):

    pip install mkdocs-with-pdf
    
portray (🥉19 · 770 · 💤) - Your Project with Great Documentation. MIT
  • GitHub (👨‍💻 16 · 🔀 58 · 📋 52 - 42% open · ⏱️ 13.06.2021):

    git clone https://github.com/timothycrosley/portray
    
  • PyPi (📥 3.6K / month · 📦 17 · ⏱️ 13.06.2021):

    pip install portray
    
sphinx-markdown-builder (🥉19 · 120) - sphinx builder that outputs markdown files. MIT
  • GitHub (👨‍💻 17 · 🔀 32 · 📦 210 · 📋 37 - 56% open · ⏱️ 08.01.2022):

    git clone https://github.com/clayrisser/sphinx-markdown-builder
    
  • PyPi (📥 24K / month · 📦 52 · ⏱️ 08.01.2022):

    pip install sphinx-markdown-builder
    
lazydocs (🥉17 · 60) - Generate markdown API documentation from Google-style Python docstring... MIT
  • GitHub (👨‍💻 7 · 🔀 17 · 📦 57 · 📋 11 - 63% open · ⏱️ 20.08.2021):

    git clone https://github.com/ml-tooling/lazydocs
    
  • PyPi (📥 1.5K / month · 📦 12 · ⏱️ 27.07.2021):

    pip install lazydocs
    
Show 4 hidden projects...

Debugging Tools

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pudb (🥇33 · 2.3K) - Full-screen console debugger for Python. MIT
  • GitHub (👨‍💻 81 · 🔀 190 · 📦 2.8K · 📋 290 - 48% open · ⏱️ 16.01.2022):

    git clone https://github.com/inducer/pudb
    
  • PyPi (📥 140K / month · 📦 730 · ⏱️ 07.01.2022):

    pip install pudb
    
  • Conda (📥 110K · ⏱️ 11.01.2022):

    conda install -c conda-forge pudb
    
PySnooper (🥇30 · 15K) - Never use print for debugging again. MIT
  • GitHub (👨‍💻 26 · 🔀 920 · 📦 540 · 📋 110 - 15% open · ⏱️ 14.01.2022):

    git clone https://github.com/cool-RR/PySnooper
    
  • PyPi (📥 160K / month · 📦 48 · ⏱️ 14.01.2022):

    pip install pysnooper
    
  • Conda (📥 43K · ⏱️ 19.05.2021):

    conda install -c conda-forge pysnooper
    
ipdb (🥇30 · 1.5K) - Integration of IPython pdb. BSD-3
  • GitHub (👨‍💻 49 · 🔀 130 · 📦 30K · 📋 170 - 33% open · ⏱️ 30.12.2021):

    git clone https://github.com/gotcha/ipdb
    
  • PyPi (📥 1.7M / month · 📦 8.7K · ⏱️ 02.06.2021):

    pip install ipdb
    
  • Conda (📥 230K · ⏱️ 24.06.2021):

    conda install -c conda-forge ipdb
    
pyelftools (🥇30 · 1.4K) - Parsing ELF and DWARF in Python. Unlicense
  • GitHub (👨‍💻 82 · 🔀 410 · 📦 2.9K · 📋 180 - 32% open · ⏱️ 13.01.2022):

    git clone https://github.com/eliben/pyelftools
    
  • PyPi (📥 610K / month · 📦 520 · ⏱️ 27.10.2020):

    pip install pyelftools
    
  • Conda (📥 80K · ⏱️ 27.10.2020):

    conda install -c conda-forge pyelftools
    
gdbgui (🥈28 · 8.4K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. GPL-3.0
  • GitHub (👨‍💻 39 · 🔀 480 · 📥 6.6K · 📦 130 · 📋 280 - 42% open · ⏱️ 16.01.2022):

    git clone https://github.com/cs01/gdbgui
    
  • PyPi (📥 85K / month · 📦 2 · ⏱️ 06.09.2021):

    pip install gdbgui
    
typeguard (🥈28 · 780) - Run-time type checker for Python. MIT
  • GitHub (👨‍💻 19 · 🔀 69 · 📋 180 - 16% open · ⏱️ 10.12.2021):

    git clone https://github.com/agronholm/typeguard
    
  • PyPi (📥 10M / month · 📦 300 · ⏱️ 10.12.2021):

    pip install typeguard
    
  • Conda (📥 69K · ⏱️ 11.10.2021):

    conda install -c conda-forge typeguard
    
pdbpp (🥉25 · 850) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
  • GitHub (👨‍💻 40 · 🔀 46 · 📦 2.5K · 📋 180 - 35% open · ⏱️ 27.11.2021):

    git clone https://github.com/pdbpp/pdbpp
    
  • PyPi (📥 160K / month · 📦 590 · ⏱️ 09.07.2021):

    pip install pdbpp
    
  • Conda (📥 68K · ⏱️ 11.07.2021):

    conda install -c conda-forge pdbpp
    
icecream (🥉24 · 5.7K) - Never use print() to debug again. MIT
  • GitHub (👨‍💻 16 · 🔀 120 · 📋 86 - 30% open · ⏱️ 31.08.2021):

    git clone https://github.com/gruns/icecream
    
  • PyPi (📥 100K / month · 📦 30 · ⏱️ 22.06.2021):

    pip install icecream
    
  • Conda (📥 1.7K · ⏱️ 23.06.2021):

    conda install -c conda-forge icecream
    
snoop (🥉24 · 680) - A powerful set of Python debugging tools, based on PySnooper. MIT
  • GitHub (👨‍💻 21 · 🔀 24 · 📋 39 - 46% open · ⏱️ 11.11.2021):

    git clone https://github.com/alexmojaki/snoop
    
  • PyPi (📥 15K / month · 📦 12 · ⏱️ 11.11.2021):

    pip install snoop
    
  • Conda (📥 190 · ⏱️ 11.11.2021):

    conda install -c conda-forge snoop
    
python-hunter (🥉24 · 660) - Hunter is a flexible code tracing toolkit. BSD-2
  • GitHub (👨‍💻 9 · 🔀 36 · 📦 78 · 📋 87 - 42% open · ⏱️ 15.12.2021):

    git clone https://github.com/ionelmc/python-hunter
    
  • PyPi (📥 6K / month · 📦 21 · ⏱️ 15.12.2021):

    pip install hunter
    
  • Conda (📥 3K · ⏱️ 16.12.2021):

    conda install -c conda-forge hunter
    
Birdseye (🥉22 · 1.4K) - Graphical Python debugger which lets you easily view the values of all.. MIT
  • GitHub (👨‍💻 10 · 🔀 70 · 📋 50 - 36% open · ⏱️ 11.11.2021):

    git clone https://github.com/alexmojaki/birdseye
    
  • PyPi (📥 1.3K / month · 📦 3 · ⏱️ 11.11.2021):

    pip install birdseye
    
python-manhole (🥉20 · 320) - Debugging manhole for python applications. BSD-2
  • GitHub (👨‍💻 11 · 🔀 17 · 📦 83 · 📋 21 - 28% open · ⏱️ 15.09.2021):

    git clone https://github.com/ionelmc/python-manhole
    
  • PyPi (📥 16K / month · 📦 38 · ⏱️ 08.04.2021):

    pip install manhole
    
  • Conda (📥 1.8K · ⏱️ 07.11.2021):

    conda install -c conda-forge manhole
    
Show 1 hidden projects...

Testing Tools

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🔗 best-of-web-python - Testing ( 1.4K) - Testing libraries & tools for python web frameworks.

🔗 unittest - Unittest is a test framework included in the Python standard library.

pytest (🥇47 · 8.2K) - The pytest framework makes it easy to write small tests, yet scales.. MIT
  • GitHub (👨‍💻 760 · 🔀 1.9K · 📦 430K · 📋 4.8K - 15% open · ⏱️ 16.01.2022):

    git clone https://github.com/pytest-dev/pytest
    
  • PyPi (📥 27M / month · 📦 80K · ⏱️ 07.12.2021):

    pip install pytest
    
  • Conda (📥 11M · ⏱️ 07.01.2022):

    conda install -c conda-forge pytest
    
robotframework (🥇41 · 6.6K) - Generic automation framework for acceptance testing and RPA. Apache-2
  • GitHub (👨‍💻 150 · 🔀 1.8K · 📥 510 · 📦 4.8K · 📋 3.7K - 5% open · ⏱️ 16.01.2022):

    git clone https://github.com/robotframework/robotframework
    
  • PyPi (📥 700K / month · 📦 1K · ⏱️ 15.12.2021):

    pip install robotframework
    
  • Conda (📥 70K · ⏱️ 15.12.2021):

    conda install -c conda-forge robotframework
    
hypothesis (🥇39 · 5.6K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
  • GitHub (👨‍💻 260 · 🔀 480 · 📦 11K · 📋 1.2K - 4% open · ⏱️ 17.01.2022):

    git clone https://github.com/HypothesisWorks/hypothesis
    
  • PyPi (📥 1.7M / month · 📦 1.9K · ⏱️ 17.01.2022):

    pip install hypothesis
    
  • Conda (📥 5.2M · ⏱️ 08.01.2022):

    conda install -c conda-forge hypothesis
    
tox (🥇37 · 2.6K) - Command line driven CI frontend and development task automation tool. MIT
  • GitHub (👨‍💻 250 · 🔀 390 · 📦 53K · 📋 1.4K - 9% open · ⏱️ 13.01.2022):

    git clone https://github.com/tox-dev/tox
    
  • PyPi (📥 3.4M / month · 📦 20K · ⏱️ 04.01.2022):

    pip install tox
    
  • Conda (📥 400K · ⏱️ 29.12.2021):

    conda install -c conda-forge tox
    
pytest-cov (🥇36 · 1.2K) - Coverage plugin for pytest. MIT
  • GitHub (👨‍💻 74 · 🔀 160 · 📦 110K · 📋 310 - 35% open · ⏱️ 21.12.2021):

    git clone https://github.com/pytest-dev/pytest-cov
    
  • PyPi (📥 8.6M / month · 📦 28K · ⏱️ 04.10.2021):

    pip install pytest-cov
    
  • Conda (📥 4.4M · ⏱️ 04.10.2021):

    conda install -c conda-forge pytest-cov
    
pytest-xdist (🥈35 · 830) - pytest plugin for distributed testing and loop-on-failures.. MIT
  • GitHub (👨‍💻 77 · 🔀 160 · 📋 460 - 44% open · ⏱️ 11.01.2022):

    git clone https://github.com/pytest-dev/pytest-xdist
    
  • PyPi (📥 4M / month · 📦 4.5K · ⏱️ 10.12.2021):

    pip install pytest-xdist
    
  • Conda (📥 2.3M · ⏱️ 10.12.2021):

    conda install -c conda-forge pytest-xdist
    
pyautogui (🥈33 · 6.1K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
  • GitHub (👨‍💻 51 · 🔀 800 · 📦 12K · 📋 540 - 63% open · ⏱️ 14.09.2021):

    git clone https://github.com/asweigart/pyautogui
    
  • PyPi (📥 460K / month · 📦 540 · ⏱️ 07.07.2021):

    pip install pyautogui
    
  • Conda (📥 140K · ⏱️ 11.11.2021):

    conda install -c conda-forge pyautogui
    
pytest-mock (🥈33 · 1.3K) - Thin-wrapper around the mock package for easier use with pytest. MIT
  • GitHub (👨‍💻 54 · 🔀 100 · 📦 22K · 📋 110 - 12% open · ⏱️ 10.01.2022):

    git clone https://github.com/pytest-dev/pytest-mock
    
  • PyPi (📥 4.1M / month · 📦 4.2K · ⏱️ 06.05.2021):

    pip install pytest-mock
    
  • Conda (📥 1.3M · ⏱️ 07.05.2021):

    conda install -c conda-forge pytest-mock
    
mimesis (🥈32 · 3.5K) - Mimesis is a high-performance fake data generator for Python, which.. MIT
  • GitHub (👨‍💻 110 · 🔀 280 · 📥 190 · 📋 300 - 1% open · ⏱️ 17.01.2022):

    git clone https://github.com/lk-geimfari/mimesis
    
  • PyPi (📥 86K / month · 📦 57 · ⏱️ 11.12.2021):

    pip install mimesis
    
  • Conda (📥 4.5K · ⏱️ 15.07.2020):

    conda install -c conda-forge mimesis
    
freezegun (🥈32 · 3.1K) - Let your Python tests travel through time. Apache-2
  • GitHub (👨‍💻 97 · 🔀 220 · 📋 260 - 34% open · ⏱️ 25.08.2021):

    git clone https://github.com/spulec/freezegun
    
  • PyPi (📥 2.7M / month · 📦 4.4K · ⏱️ 20.01.2021):

    pip install freezegun
    
  • Conda (📥 300K · ⏱️ 20.01.2021):

    conda install -c conda-forge freezegun
    
playwright-python (🥈31 · 5.7K) - Python version of the Playwright testing and automation.. Apache-2
  • GitHub (👨‍💻 23 · 🔀 500 · 📦 690 · 📋 550 - 4% open · ⏱️ 13.01.2022):

    git clone https://github.com/microsoft/playwright-python
    
  • PyPi (📥 180K / month · 📦 35 · ⏱️ 02.12.2021):

    pip install playwright
    
factory_boy (🥈31 · 2.7K) - A test fixtures replacement for Python. MIT
  • GitHub (👨‍💻 120 · 🔀 330 · 📋 510 - 30% open · ⏱️ 19.10.2021):

    git clone https://github.com/FactoryBoy/factory_boy
    
  • PyPi (📥 1.4M / month · 📦 2.1K · ⏱️ 05.05.2018):

    pip install factory_boy
    
  • Conda (📥 89K · ⏱️ 26.10.2021):

    conda install -c conda-forge factory_boy
    
pytest-asyncio (🥈31 · 860) - Pytest support for asyncio. Apache-2
  • GitHub (👨‍💻 36 · 🔀 97 · 📋 180 - 18% open · ⏱️ 17.01.2022):

    git clone https://github.com/pytest-dev/pytest-asyncio
    
  • PyPi (📥 1.8M / month · 📦 1.8K · ⏱️ 17.01.2022):

    pip install pytest-asyncio
    
  • Conda (📥 760K · ⏱️ 13.01.2022):

    conda install -c conda-forge pytest-asyncio
    
coveralls-python (🥈31 · 460) - Show coverage stats online via coveralls.io. MIT
  • GitHub (👨‍💻 63 · 🔀 180 · 📦 20K · 📋 150 - 3% open · ⏱️ 11.11.2021):

    git clone https://github.com/TheKevJames/coveralls-python
    
  • PyPi (📥 400K / month · 📦 9.2K · ⏱️ 11.11.2021):

    pip install coveralls
    
  • Conda (📥 600K · ⏱️ 12.11.2021):

    conda install -c conda-forge coveralls
    
PyHamcrest (🥈30 · 600) - Hamcrest matchers for Python. BSD-3
  • GitHub (👨‍💻 37 · 🔀 91 · 📋 69 - 27% open · ⏱️ 27.12.2021):

    git clone https://github.com/hamcrest/PyHamcrest
    
  • PyPi (📥 770K / month · 📦 1.8K · ⏱️ 12.12.2021):

    pip install pyhamcrest
    
  • Conda (📥 380K · ⏱️ 13.12.2021):

    conda install -c conda-forge pyhamcrest
    
pytest-html (🥈30 · 460) - Plugin for generating HTML reports for pytest results. MPL-2.0
  • GitHub (👨‍💻 43 · 🔀 180 · 📦 15K · 📋 280 - 34% open · ⏱️ 17.01.2022):

    git clone https://github.com/pytest-dev/pytest-html
    
  • PyPi (📥 1.4M / month · 📦 660 · ⏱️ 13.12.2020):

    pip install pytest-html
    
  • Conda (📥 200K · ⏱️ 13.12.2020):

    conda install -c conda-forge pytest-html
    
pytest-bdd (🥉29 · 940) - BDD library for the py.test runner. MIT
  • GitHub (👨‍💻 45 · 🔀 160 · 📋 300 - 50% open · ⏱️ 15.01.2022):

    git clone https://github.com/pytest-dev/pytest-bdd
    
  • PyPi (📥 180K / month · 📦 170 · ⏱️ 25.10.2021):

    pip install pytest-bdd
    
  • Conda (📥 42K · ⏱️ 03.02.2020):

    conda install -c conda-forge pytest-bdd
    
nose2 (🥉29 · 700) - The successor to nose, based on unittest2. BSD-3
  • GitHub (👨‍💻 71 · 🔀 130 · 📦 4.4K · 📋 260 - 21% open · ⏱️ 03.01.2022):

    git clone https://github.com/nose-devs/nose2
    
  • PyPi (📥 360K / month · 📦 1.1K · ⏱️ 27.01.2021):

    pip install nose2
    
  • Conda (📥 42K · ⏱️ 02.02.2020):

    conda install -c conda-forge nose2
    
nox (🥉28 · 690) - Flexible test automation for Python. Apache-2
  • GitHub (👨‍💻 65 · 🔀 100 · 📋 260 - 11% open · ⏱️ 12.01.2022):

    git clone https://github.com/theacodes/nox
    
  • PyPi (📥 620K / month · 📦 140 · ⏱️ 07.01.2022):

    pip install nox
    
  • Conda (📥 45K · ⏱️ 13.01.2022):

    conda install -c conda-forge nox
    
ddt (🥉28 · 400) - Data-Driven Tests for Python Unittest. MIT
  • GitHub (👨‍💻 36 · 🔀 100 · 📦 3.9K · 📋 53 - 28% open · ⏱️ 04.10.2021):

    git clone https://github.com/datadriventests/ddt
    
  • PyPi (📥 190K / month · 📦 1.3K · ⏱️ 04.10.2021):

    pip install ddt
    
  • Conda (📥 66K · ⏱️ 15.05.2020):

    conda install -c conda-forge ddt
    
pytest-testinfra (🥉27 · 2K) - Testinfra test your infrastructures. Apache-2
  • GitHub (👨‍💻 110 · 🔀 280 · 📋 320 - 36% open · ⏱️ 07.12.2021):

    git clone https://github.com/pytest-dev/pytest-testinfra
    
  • PyPi (📥 110K / month · 📦 4 · ⏱️ 07.12.2021):

    pip install pytest-testinfra
    
  • Conda (📥 2.3K · ⏱️ 12.12.2021):

    conda install -c conda-forge pytest-testinfra
    
green (🥉27 · 720) - Green is a clean, colorful, fast python test runner. MIT
  • GitHub (👨‍💻 37 · 🔀 74 · 📦 630 · 📋 170 - 1% open · ⏱️ 12.01.2022):

    git clone https://github.com/CleanCut/green
    
  • PyPi (📥 12K / month · 📦 210 · ⏱️ 12.01.2022):

    pip install green
    
  • Conda (📥 91K · ⏱️ 12.11.2020):

    conda install -c conda-forge green
    
pytest-benchmark (🥉26 · 840 · 💤) - py.test fixture for benchmarking code. BSD-2
  • GitHub (👨‍💻 34 · 🔀 92 · 📦 2.5K · 📋 160 - 50% open · ⏱️ 14.06.2021):

    git clone https://github.com/ionelmc/pytest-benchmark
    
  • PyPi (📥 280K / month · 📦 560 · ⏱️ 17.04.2021):

    pip install pytest-benchmark
    
  • Conda (📥 1.2M · ⏱️ 18.04.2021):

    conda install -c conda-forge pytest-benchmark
    
asv (🥉26 · 620) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
  • GitHub (👨‍💻 55 · 🔀 130 · 📦 220 · 📋 420 - 27% open · ⏱️ 15.08.2021):

    git clone https://github.com/airspeed-velocity/asv
    
  • PyPi (📥 25K / month · 📦 63 · ⏱️ 16.05.2020):

    pip install asv
    
  • Conda (📥 560K · ⏱️ 08.11.2021):

    conda install -c conda-forge asv
    
pytest-randomly (🥉26 · 390) - Pytest plugin to randomly order tests and control random.seed. MIT
  • GitHub (👨‍💻 16 · 🔀 22 · 📋 48 - 12% open · ⏱️ 15.01.2022):

    git clone https://github.com/pytest-dev/pytest-randomly
    
  • PyPi (📥 310K / month · 📦 180 · ⏱️ 10.01.2022):

    pip install pytest-randomly
    
  • Conda (📥 12K · ⏱️ 10.01.2022):

    conda install -c conda-forge pytest-randomly
    
pytest-mypy (🥉25 · 200 · 💤) - Mypy static type checker plugin for Pytest. MIT
  • GitHub (👨‍💻 15 · 🔀 33 · 📦 1.4K · 📋 48 - 18% open · ⏱️ 16.06.2021):

    git clone https://github.com/dbader/pytest-mypy
    
  • PyPi (📥 410K / month · 📦 280 · ⏱️ 21.03.2021):

    pip install pytest-mypy
    
  • Conda (📥 19K · ⏱️ 24.11.2020):

    conda install -c conda-forge pytest-mypy
    
pytest-plugins (🥉24 · 400 · 📈) - A grab-bag of nifty pytest plugins. MIT
  • GitHub (👨‍💻 57 · 🔀 60 · 📋 100 - 43% open · ⏱️ 19.11.2021):

    git clone https://github.com/man-group/pytest-plugins
    
  • PyPi (📥 7.3K / month · 📦 63 · ⏱️ 28.05.2019):

    pip install pytest-virtualenv
    
  • Conda (📥 18K · ⏱️ 18.10.2021):

    conda install -c conda-forge pytest-shutil
    
xdoctest (🥉22 · 130) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
  • GitHub (👨‍💻 7 · 🔀 7 · 📦 2K · 📋 37 - 45% open · ⏱️ 20.12.2021):

    git clone https://github.com/Erotemic/xdoctest
    
  • PyPi (📥 90K / month · 📦 62 · ⏱️ 06.10.2021):

    pip install xdoctest
    
  • Conda (📥 11K · ⏱️ 10.08.2021):

    conda install -c conda-forge xdoctest
    
pytest-testmon (🥉21 · 500) - Selects tests affected by changed files. Continous.. AGPL-3.0
  • GitHub (👨‍💻 16 · 🔀 29 · 📋 120 - 24% open · ⏱️ 22.10.2021):

    git clone https://github.com/tarpas/pytest-testmon
    
  • PyPi (📥 90K / month · 📦 54 · ⏱️ 22.10.2021):

    pip install pytest-testmon
    
  • Conda (📥 33K · ⏱️ 03.08.2019):

    conda install -c conda-forge pytest-testmon
    
pytest-lazy-fixture (🥉20 · 230) - It helps to use fixtures in pytest.mark.parametrize. MIT
  • GitHub (👨‍💻 8 · 🔀 15 · 📦 520 · 📋 35 - 42% open · ⏱️ 17.11.2021):

    git clone https://github.com/tvorog/pytest-lazy-fixture
    
  • PyPi (📥 220K / month · 📦 54 · ⏱️ 01.02.2020):

    pip install pytest-lazy-fixture
    
  • Conda (📥 310K · ⏱️ 01.02.2020):

    conda install -c conda-forge pytest-lazy-fixture
    
pytest-docker (🥉18 · 260 · 💤) - Docker-based integration tests. MIT
  • GitHub (👨‍💻 11 · 🔀 43 · 📥 83 · 📋 33 - 51% open · ⏱️ 14.06.2021):

    git clone https://github.com/avast/pytest-docker
    
  • PyPi (📥 49K / month · 📦 23 · ⏱️ 14.06.2021):

    pip install pytest-docker
    
Show 10 hidden projects...
  • nose (🥈33 · 1.3K · 💀) - nose is nicer testing for python. LGPL-2.1+
  • pytest-sugar (🥉28 · 820 · 💀) - a plugin for py.test that changes the default look and.. BSD-3
  • uiautomator (🥉27 · 1.8K · 💀) - Python wrapper of Android uiautomator test tool. MIT
  • pytest-watch (🥉26 · 620 · 💀) - Local continuous test runner with pytest and watchdog. MIT
  • Mamba Test Runner (🥉25 · 480 · 💀) - The definitive testing tool for Python. Born under the.. MIT
  • sixpack (🥉22 · 1.7K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
  • pytest-datadir (🥉20 · 150 · 💀) - pytest plugin for manipulating test data directories and.. MIT
  • fake2db (🥉19 · 2.1K · 💀) - create custom test databases that are populated with fake data. GPL-2.0
  • assertpy (🥉19 · 250 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
  • pytest-play (🥉16 · 65 · 💀) - pytest plugin that let you automate actions and.. Apache-2

Code Packaging

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🔗 Python.org Packaging - An Overview of Packaging for Python.

pyinstaller (🥇37 · 8.8K) - Freeze (package) Python programs into stand-alone executables. GPL-2.0
  • GitHub (👨‍💻 420 · 🔀 1.8K · 📥 720K · 📋 4.4K - 7% open · ⏱️ 16.01.2022):

    git clone https://github.com/pyinstaller/pyinstaller
    
  • PyPi (📥 560K / month · 📦 130 · ⏱️ 12.01.2022):

    pip install pyinstaller
    
  • Conda (📥 290K · ⏱️ 13.01.2022):

    conda install -c conda-forge pyinstaller
    
packaging (🥇36 · 360) - Core utilities for Python packages. BSD-2
  • GitHub (👨‍💻 73 · 🔀 180 · 📥 220 · 📦 300K · 📋 230 - 28% open · ⏱️ 15.01.2022):

    git clone https://github.com/pypa/packaging
    
  • PyPi (📥 81M / month · 📦 17K · ⏱️ 18.11.2021):

    pip install packaging
    
  • Conda (📥 12M · ⏱️ 18.11.2021):

    conda install -c conda-forge packaging
    
Nuitka (🥈32 · 6.3K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
  • GitHub (👨‍💻 110 · 🔀 360 · 📋 1.2K - 15% open · ⏱️ 17.01.2022):

    git clone https://github.com/Nuitka/Nuitka
    
  • PyPi (📥 21K / month · 📦 35 · ⏱️ 16.01.2022):

    pip install nuitka
    
  • Conda (📥 330K · ⏱️ 11.01.2022):

    conda install -c conda-forge nuitka
    
pex (🥈30 · 2K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2
  • GitHub (👨‍💻 100 · 🔀 210 · 📥 570K · 📋 780 - 18% open · ⏱️ 11.01.2022):

    git clone https://github.com/pantsbuild/pex
    
  • PyPi (📥 140K / month · 📦 130 · ⏱️ 11.01.2022):

    pip install pex
    
cx_Freeze (🥈29 · 860) - Create standalone executables from Python scripts, with the same.. Python-2.0
  • GitHub (👨‍💻 93 · 🔀 170 · 📋 720 - 8% open · ⏱️ 17.01.2022):

    git clone https://github.com/marcelotduarte/cx_Freeze
    
  • PyPi (📥 45K / month · 📦 150 · ⏱️ 16.12.2017):

    pip install cx_freeze
    
  • Conda (📥 110K · ⏱️ 14.01.2022):

    conda install -c conda-forge cx_freeze
    
briefcase (🥈27 · 1.3K) - Tools to support converting a Python project into a standalone.. BSD-3
  • GitHub (👨‍💻 88 · 🔀 220 · 📋 370 - 30% open · ⏱️ 11.01.2022):

    git clone https://github.com/beeware/briefcase
    
  • PyPi (📥 3.4K / month · 📦 16 · ⏱️ 06.03.2021):

    pip install briefcase
    
PyOxidizer (🥉26 · 3.4K · 📈) - A modern Python application packaging and distribution tool. MPL-2.0
  • GitHub (👨‍💻 37 · 🔀 140 · 📥 1.5K · 📋 420 - 60% open · ⏱️ 10.01.2022):

    git clone https://github.com/indygreg/PyOxidizer
    
  • PyPi (📥 1.4K / month · ⏱️ 26.10.2021):

    pip install pyoxidizer
    
py2exe (🥉26 · 350) - A distutils extension to create standalone Windows programs from Python code. MIT
  • GitHub (👨‍💻 14 · 🔀 44 · 📥 7.3K · 📦 1.4K · 📋 97 - 5% open · ⏱️ 16.11.2021):

    git clone https://github.com/py2exe/py2exe
    
  • PyPi (📥 20K / month · 📦 180 · ⏱️ 15.12.2021):

    pip install py2exe
    
py2app (🥉26 · 170) - py2app is a Python setuptools command which will allow you to make.. MIT
  • GitHub (👨‍💻 27 · 🔀 18 · 📦 3.9K · 📋 380 - 28% open · ⏱️ 06.01.2022):

    git clone https://github.com/ronaldoussoren/py2app
    
  • PyPi (📥 13K / month · 📦 830 · ⏱️ 27.09.2021):

    pip install py2app
    
shiv (🥉24 · 1.4K) - shiv is a command line utility for building fully self contained Python.. BSD-2
  • GitHub (👨‍💻 34 · 🔀 75 · 📥 170 · 📋 100 - 32% open · ⏱️ 18.11.2021):

    git clone https://github.com/linkedin/shiv
    
  • PyPi (📥 4.7K / month · 📦 12 · ⏱️ 18.11.2021):

    pip install shiv
    
pynsist (🥉23 · 740) - Build Windows installers for Python applications. MIT
  • GitHub (👨‍💻 29 · 🔀 100 · 📋 160 - 15% open · ⏱️ 01.12.2021):

    git clone https://github.com/takluyver/pynsist
    
  • PyPi (📥 1.6K / month · 📦 47 · ⏱️ 28.03.2021):

    pip install pynsist
    
constructor (🥉23 · 340) - tool for creating installers from conda packages. BSD-3
  • GitHub (👨‍💻 49 · 🔀 130 · 📥 220 · 📦 12 · 📋 260 - 22% open · ⏱️ 11.01.2022):

    git clone https://github.com/conda/constructor
    
  • Conda (📥 5.1K · ⏱️ 01.04.2021):

    conda install -c anaconda constructor
    
xar (🥉20 · 1.5K) - executable archive format. BSD-3
  • GitHub (👨‍💻 29 · 🔀 45 · 📦 17 · 📋 29 - 27% open · ⏱️ 10.01.2022):

    git clone https://github.com/facebookincubator/xar
    
  • PyPi (📥 140 / month · ⏱️ 02.12.2020):

    pip install xar
    
Show 2 hidden projects...
  • subpar (🥉14 · 510 · 💀) - Subpar is a utility for creating self-contained python.. Apache-2
  • pyship (🥉9 · 15 · 💤) - pyship - ship Python desktop apps to end users. MIT

Build Tools

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setuptools (🥇45 · 1.5K) - Official project repository for the Setuptools build system. MIT
  • GitHub (👨‍💻 480 · 🔀 810 · 📥 110 · 📦 130K · 📋 1.9K - 24% open · ⏱️ 17.01.2022):

    git clone https://github.com/pypa/setuptools
    
  • PyPi (📥 180M / month · 📦 36K · ⏱️ 08.01.2022):

    pip install setuptools
    
  • Conda (📥 32M · ⏱️ 16.01.2022):

    conda install -c conda-forge setuptools
    
buildbot (🥇35 · 4.8K) - Python-based continuous integration testing framework; your pull.. GPL-2.0
  • GitHub (👨‍💻 810 · 🔀 1.6K · 📥 19K · 📦 260 · 📋 1.4K - 45% open · ⏱️ 17.01.2022):

    git clone https://github.com/buildbot/buildbot
    
  • PyPi (📥 57K / month · 📦 460 · ⏱️ 16.10.2021):

    pip install buildbot
    
  • Conda (📥 48K · ⏱️ 16.10.2021):

    conda install -c conda-forge buildbot
    
twine (🥇35 · 1.2K) - Utilities for interacting with PyPI. Apache-2
  • GitHub (👨‍💻 100 · 🔀 250 · 📦 52K · 📋 390 - 9% open · ⏱️ 31.12.2021):

    git clone https://github.com/pypa/twine
    
  • PyPi (📥 2M / month · 📦 12K · ⏱️ 07.12.2021):

    pip install twine
    
  • Conda (📥 390K · ⏱️ 07.12.2021):

    conda install -c conda-forge twine
    
wheel (🥇35 · 290) - The official binary distribution format for Python. MIT
  • GitHub (👨‍💻 64 · 🔀 100 · 📋 330 - 8% open · ⏱️ 11.01.2022):

    git clone https://github.com/pypa/wheel
    
  • PyPi (📥 98M / month · 📦 35K · ⏱️ 22.12.2021):

    pip install wheel
    
  • Conda (📥 25M · ⏱️ 22.12.2021):

    conda install -c conda-forge wheel
    
invoke (🥈33 · 3.5K · 📈) - Pythonic task management & command execution. BSD-2
  • GitHub (👨‍💻 56 · 🔀 300 · 📦 10K · 📋 710 - 48% open · ⏱️ 16.10.2021):

    git clone https://github.com/pyinvoke/invoke
    
  • PyPi (📥 2.1M / month · 📦 2.6K · ⏱️ 15.12.2021):

    pip install invoke
    
  • Conda (📥 500K · ⏱️ 10.07.2021):

    conda install -c conda-forge invoke
    
doit (🥈33 · 1.3K · 📈) - task management & automation tool. MIT
  • GitHub (👨‍💻 62 · 🔀 140 · 📦 850 · 📋 260 - 24% open · ⏱️ 16.01.2022):

    git clone https://github.com/pydoit/doit
    
  • PyPi (📥 130K / month · 📦 280 · ⏱️ 12.01.2022):

    pip install doit
    
  • Conda (📥 72K · ⏱️ 12.12.2021):

    conda install -c conda-forge doit
    
scons (🥉32 · 1.3K) - SCons - a software construction tool. MIT
  • GitHub (👨‍💻 140 · 🔀 250 · 📥 390 · 📋 3.3K - 19% open · ⏱️ 16.01.2022):

    git clone https://github.com/SCons/scons
    
  • PyPi (📥 180K / month · 📦 37 · ⏱️ 17.12.2019):

    pip install scons
    
  • Conda (📥 250K · ⏱️ 17.11.2021):

    conda install -c conda-forge scons
    
setuptools_scm (🥉32 · 530) - the blessed package to manage your versions by scm tags. MIT
  • GitHub (👨‍💻 98 · 🔀 150 · 📋 370 - 21% open · ⏱️ 13.01.2022):

    git clone https://github.com/pypa/setuptools_scm
    
  • PyPi (📥 11M / month · 📦 380 · ⏱️ 09.08.2018):

    pip install setuptools_scm
    
  • Conda (📥 850K · ⏱️ 11.09.2021):

    conda install -c conda-forge setuptools_scm
    
flit (🥉31 · 1.6K) - Simplified packaging of Python modules. BSD-3
  • GitHub (👨‍💻 50 · 🔀 91 · 📋 300 - 33% open · ⏱️ 10.01.2022):

    git clone https://github.com/pypa/flit
    
  • PyPi (📥 220K / month · 📦 200 · ⏱️ 27.12.2021):

    pip install flit
    
  • Conda (📥 100K · ⏱️ 28.12.2021):

    conda install -c conda-forge flit
    
pybuilder (🥉30 · 1.4K) - Software build automation tool for Python. Apache-2
  • GitHub (👨‍💻 36 · 🔀 240 · 📋 500 - 18% open · ⏱️ 12.01.2022):

    git clone https://github.com/pybuilder/pybuilder
    
  • PyPi (📥 15K / month · 📦 60 · ⏱️ 12.01.2022):

    pip install pybuilder
    
  • Conda (📥 8.8K · ⏱️ 12.01.2022):

    conda install -c conda-forge pybuilder
    
paver (🥉24 · 450 · 💤) - Python-based project scripting. BSD-3
  • GitHub (👨‍💻 45 · 🔀 78 · 📋 130 - 28% open · ⏱️ 21.06.2021):

    git clone https://github.com/paver/paver
    
  • PyPi (📥 36K / month · 📦 960 · ⏱️ 31.12.2017):

    pip install paver
    
  • Conda (📥 24K · ⏱️ 24.07.2018):

    conda install -c conda-forge paver
    
universal-build (🥉16 · 14) - Universal build utilities for containerized build pipelines. MIT
  • GitHub (👨‍💻 4 · 🔀 5 · 📥 16 · 📦 7 · ⏱️ 17.11.2021):

    git clone https://github.com/ml-tooling/universal-build
    
  • PyPi (📥 330 / month · 📦 5 · ⏱️ 12.12.2020):

    pip install universal-build
    
Show 2 hidden projects...
  • buildout (🥉31 · 530) - Buildout is a deployment automation tool written in and extended.. ZPL-2.1
  • pynt (🥉17 · 150 · 💀) - A pynt of Python build. MIT

System Monitoring & Profiling

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psutil (🥇43 · 8K) - Cross-platform lib for process and system monitoring in Python. BSD-3
  • GitHub (👨‍💻 170 · 🔀 1.2K · 📦 130K · 📋 1.5K - 13% open · ⏱️ 16.01.2022):

    git clone https://github.com/giampaolo/psutil
    
  • PyPi (📥 32M / month · 📦 15K · ⏱️ 29.12.2021):

    pip install psutil
    
  • Conda (📥 9.6M · ⏱️ 30.12.2021):

    conda install -c conda-forge psutil
    
Glances (🥇36 · 20K) - Glances an Eye on your system. A top/htop alternative for.. LGPL-3.0
  • GitHub (👨‍💻 150 · 🔀 1.3K · 📥 710 · 📦 370 · 📋 1.4K - 14% open · ⏱️ 15.01.2022):

    git clone https://github.com/nicolargo/glances
    
  • PyPi (📥 140K / month · 📦 50 · ⏱️ 22.11.2021):

    pip install glances
    
  • Conda (📥 150K · ⏱️ 20.11.2021):

    conda install -c conda-forge glances
    
pyinstrument (🥈31 · 4.1K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
  • GitHub (👨‍💻 38 · 🔀 160 · 📦 480 · 📋 95 - 15% open · ⏱️ 17.12.2021):

    git clone https://github.com/joerick/pyinstrument
    
  • PyPi (📥 200K / month · 📦 97 · ⏱️ 14.11.2021):

    pip install pyinstrument
    
  • Conda (📥 93K · ⏱️ 15.11.2021):

    conda install -c conda-forge pyinstrument
    
py-spy (🥈30 · 7.8K) - Sampling profiler for Python programs. MIT
  • GitHub (👨‍💻 29 · 🔀 280 · 📥 7.4K · 📋 240 - 29% open · ⏱️ 17.01.2022):

    git clone https://github.com/benfred/py-spy
    
  • PyPi (📥 440K / month · 📦 35 · ⏱️ 13.11.2021):

    pip install py-spy
    
  • Conda (📥 220K · ⏱️ 18.12.2021):

    conda install -c conda-forge py-spy
    
  • Cargo (📥 20K / month · ⏱️ 13.11.2021):

    cargo install py-spy
    
Scalene (🥈30 · 5.1K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
  • GitHub (👨‍💻 24 · 🔀 170 · 📦 77 · 📋 170 - 22% open · ⏱️ 15.01.2022):

    git clone https://github.com/plasma-umass/scalene
    
  • PyPi (📥 4.8K / month · 📦 3 · ⏱️ 12.01.2022):

    pip install scalene
    
Diamond (🥈29 · 1.6K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
  • GitHub (👨‍💻 360 · 🔀 590 · 📦 72 · 📋 370 - 63% open · ⏱️ 15.01.2022):

    git clone https://github.com/python-diamond/Diamond
    
  • PyPi (📥 45K / month · 📦 32 · ⏱️ 25.11.2016):

    pip install diamond
    
line_profiler (🥈28 · 3.5K) - Line-by-line profiling for Python. BSD-3
  • GitHub (👨‍💻 27 · 🔀 250 · 📋 51 - 56% open · ⏱️ 06.01.2022):

    git clone https://github.com/pyutils/line_profiler
    
  • PyPi (📥 100K / month · 📦 350 · ⏱️ 20.12.2017):

    pip install line_profiler
    
  • Conda (📥 220K · ⏱️ 13.11.2021):

    conda install -c conda-forge line_profiler
    
memory-profiler (🥈28 · 3.3K) - Monitor Memory usage of Python code. BSD-3
  • GitHub (👨‍💻 91 · 🔀 330 · 📋 220 - 51% open · ⏱️ 17.01.2022):

    git clone https://github.com/pythonprofilers/memory_profiler
    
  • PyPi (📥 390K / month · 📦 270 · ⏱️ 16.08.2018):

    pip install memory_profiler
    
  • Conda (📥 150K · ⏱️ 19.12.2021):

    conda install -c conda-forge memory_profiler
    
pympler (🥈28 · 860) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
  • GitHub (👨‍💻 29 · 🔀 75 · 📋 90 - 44% open · ⏱️ 29.12.2021):

    git clone https://github.com/pympler/pympler
    
  • PyPi (📥 990K / month · 📦 290 · ⏱️ 22.12.2021):

    pip install pympler
    
  • Conda (📥 180K · ⏱️ 14.10.2020):

    conda install -c conda-forge pympler
    
Bpytop (🥉27 · 8.2K) - Linux/OSX/FreeBSD resource monitor. Apache-2
  • GitHub (👨‍💻 35 · 🔀 320 · 📋 280 - 21% open · ⏱️ 22.12.2021):

    git clone https://github.com/aristocratos/bpytop
    
  • PyPi (📥 10K / month · 📦 1 · ⏱️ 22.12.2021):

    pip install bpytop
    
  • Conda (📥 3.6K · ⏱️ 22.12.2021):

    conda install -c conda-forge bpytop
    
Yappi (🥉27 · 790) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
  • GitHub (👨‍💻 27 · 🔀 53 · 📦 510 · 📋 55 - 30% open · ⏱️ 08.12.2021):

    git clone https://github.com/sumerc/yappi
    
  • PyPi (📥 970K / month · 📦 340 · ⏱️ 15.12.2021):

    pip install yappi
    
  • Conda (📥 96K · ⏱️ 07.11.2021):

    conda install -c conda-forge yappi
    
vprof (🥉23 · 3.8K · 💤) - Visual profiler for Python. BSD-2
  • GitHub (👨‍💻 17 · 🔀 170 · 📦 88 · 📋 82 - 31% open · ⏱️ 20.02.2021):

    git clone https://github.com/nvdv/vprof
    
  • PyPi (📥 3K / month · 📦 16 · ⏱️ 29.02.2020):

    pip install vprof
    
heartrate (🥉19 · 1.4K) - Simple real time visualisation of the execution of a Python program. MIT
  • GitHub (👨‍💻 3 · 🔀 120 · 📦 33 · 📋 7 - 57% open · ⏱️ 13.11.2021):

    git clone https://github.com/alexmojaki/heartrate
    
  • PyPi (📥 860 / month · 📦 3 · ⏱️ 13.11.2021):

    pip install heartrate
    
  • Conda (📥 400 · ⏱️ 13.11.2021):

    conda install -c conda-forge heartrate
    
pyheat (🥉17 · 700) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
  • GitHub (👨‍💻 5 · 🔀 39 · 📦 33 · 📋 14 - 35% open · ⏱️ 18.09.2021):

    git clone https://github.com/csurfer/pyheat
    
  • PyPi (📥 1.9K / month · 📦 6 · ⏱️ 06.12.2018):

    pip install py-heat
    
Show 3 hidden projects...
  • Profiling (🥉22 · 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
  • memory_profiler (🥉22 · 67 · 💀) - Monitor Memory usage of Python code. BSD-3
  • livepython (🥉12 · 2.5K · 💀) - Visually trace Python code in real-time. MIT

AST Tools

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typed_ast (🥇30 · 200) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
  • GitHub (👨‍💻 24 · 🔀 51 · 📋 89 - 6% open · ⏱️ 01.01.2022):

    git clone https://github.com/python/typed_ast
    
  • PyPi (📥 9.7M / month · 📦 5.5K · ⏱️ 03.12.2021):

    pip install typed_ast
    
  • Conda (📥 3.3M · ⏱️ 05.12.2021):

    conda install -c conda-forge typed-ast
    
astor (🥈28 · 630) - Python AST read/write. BSD-3
  • GitHub (👨‍💻 31 · 🔀 84 · 📋 110 - 31% open · ⏱️ 27.10.2021):

    git clone https://github.com/berkerpeksag/astor
    
  • PyPi (📥 4.9M / month · 📦 2.1K · ⏱️ 10.12.2019):

    pip install astor
    
  • Conda (📥 1.4M · ⏱️ 01.07.2020):

    conda install -c conda-forge astor
    
gast (🥉27 · 120) - Python AST that abstracts the underlying Python version. BSD-3
  • GitHub (👨‍💻 10 · 🔀 25 · 📦 75K · 📋 26 - 3% open · ⏱️ 13.11.2021):

    git clone https://github.com/serge-sans-paille/gast
    
  • PyPi (📥 10M / month · 📦 1.9K · ⏱️ 13.11.2021):

    pip install gast
    
  • Conda (📥 1.4M · ⏱️ 15.11.2021):

    conda install -c conda-forge gast
    
asteval (🥉25 · 130) - minimalistic evaluator of python expression using ast module. MIT
  • GitHub (👨‍💻 19 · 🔀 32 · 📦 710 · 📋 56 - 17% open · ⏱️ 16.01.2022):

    git clone https://github.com/newville/asteval
    
  • PyPi (📥 120K / month · 📦 160 · ⏱️ 16.01.2022):

    pip install asteval
    
  • Conda (📥 150K · ⏱️ 27.02.2021):

    conda install -c conda-forge asteval
    
Show 1 hidden projects...
  • astunparse (🥈28 · 180 · 💀) - An AST unparser for Python. BSD-3

Others

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pre-commit (🥇36 · 7.2K) - A framework for managing and maintaining multi-language pre-commit.. MIT
  • GitHub (👨‍💻 130 · 🔀 520 · 📥 26K · 📋 1.3K - 1% open · ⏱️ 16.01.2022):

    git clone https://github.com/pre-commit/pre-commit
    
  • PyPi (📥 3M / month · 📦 2.7K · ⏱️ 30.11.2021):

    pip install pre-commit
    
  • Conda (📥 930K · ⏱️ 01.12.2021):

    conda install -c conda-forge pre-commit
    

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