Best Of Python Dev Save

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

Project README

Best-of Python Developer Tools

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

This curated list contains 270 awesome open-source projects with a total of 950K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!

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Linters & Style Checkers 40 projects
Type checkers 5 projects
Code Formatters 7 projects
Code Refactoring 18 projects
Code Security 8 projects
Virtual Environments 10 projects
Dependency & Package Managers 11 projects
Code Metrics & Complexity 6 projects
Logging 21 projects
Shell 2 projects
Documentation 29 projects
Debugging Tools 13 projects
Testing Tools 43 projects
Code Packaging 16 projects
Build Tools 14 projects
System Monitoring & Profiling 18 projects
AST Tools 6 projects
Others 1 projects

Explanation

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

Linters & Style Checkers

ruff (🥇42 · ⭐ 27K) - An extremely fast Python linter and code formatter, written in Rust. MIT

GitHub (👨‍💻 410 · 🔀 840 · 📥 370K · 📦 42K · 📋 4.3K - 17% open · ⏱️ 25.04.2024):
```
it clone https://github.com/charliermarsh/ruff
```
PyPi (📥 16M / month · 📦 2.8K · ⏱️ 19.04.2024):
```
ip install ruff
```
Conda (📥 660K · ⏱️ 19.04.2024):
```
onda install -c conda-forge ruff
```

pylint (🥇42 · ⭐ 5.1K) - Its not just a linter that annoys you!. ❗️GPL-2.0

GitHub (👨‍💻 560 · 🔀 1.1K · 📦 420K · 📋 5.4K - 16% open · ⏱️ 17.04.2024):
```
it clone https://github.com/PyCQA/pylint
```
PyPi (📥 22M / month · 📦 24K · ⏱️ 25.02.2024):
```
ip install pylint
```
Conda (📥 4.9M · ⏱️ 25.02.2024):
```
onda install -c conda-forge pylint
```

flake8 (🥇41 · ⭐ 3.3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT

GitHub (👨‍💻 180 · 🔀 300 · 📦 540K · 📋 1.6K - 1% open · ⏱️ 15.04.2024):
```
it clone https://github.com/PyCQA/flake8
```
PyPi (📥 30M / month · 📦 47K · ⏱️ 05.01.2024):
```
ip install flake8
```
Conda (📥 7.2M · ⏱️ 05.01.2024):
```
onda install -c conda-forge flake8
```

pyflakes (🥇37 · ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT

GitHub (👨‍💻 86 · 🔀 180 · 📦 280K · 📋 530 - 10% open · ⏱️ 07.03.2024):
```
it clone https://github.com/PyCQA/pyflakes
```
PyPi (📥 32M / month · 📦 14K · ⏱️ 05.01.2024):
```
ip install pyflakes
```
Conda (📥 7.2M · ⏱️ 05.01.2024):
```
onda install -c conda-forge pyflakes
```

pycodestyle (🥈36 · ⭐ 5K) - Simple Python style checker in one Python file. MIT

GitHub (👨‍💻 140 · 🔀 750 · 📦 20 · 📋 750 - 14% open · ⏱️ 10.04.2024):
```
it clone https://github.com/PyCQA/pycodestyle
```
PyPi (📥 41M / month · 📦 12K · ⏱️ 12.10.2023):
```
ip install pycodestyle
```

Conda (📥 7.5M · ⏱️ 13.10.2023):

onda install -c conda-forge pycodestyle

wemake-python-styleguide (🥈36 · ⭐ 2.4K) - The strictest and most opinionated python linter ever!. MIT

GitHub (👨‍💻 180 · 🔀 380 · 📦 16K · 📋 1.1K - 10% open · ⏱️ 25.04.2024):
```
it clone https://github.com/wemake-services/wemake-python-styleguide
```
PyPi (📥 190K / month · 📦 53 · ⏱️ 26.03.2024):
```
ip install wemake-python-styleguide
```

parso (🥈36 · ⭐ 580) - A Python Parser. MIT

GitHub (👨‍💻 46 · 🔀 99 · 📦 420K · 📋 120 - 10% open · ⏱️ 21.04.2024):
```
it clone https://github.com/davidhalter/parso
```
PyPi (📥 38M / month · 📦 6.1K · ⏱️ 05.04.2024):
```
ip install parso
```
Conda (📥 18M · ⏱️ 05.04.2024):
```
onda install -c conda-forge parso
```

beartype (🥈32 · ⭐ 2.4K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT

GitHub (👨‍💻 21 · 🔀 48 · 📋 290 - 20% open · ⏱️ 25.04.2024):
```
it clone https://github.com/beartype/beartype
```
PyPi (📥 2.1M / month · 📦 250 · ⏱️ 21.04.2024):
```
ip install beartype
```
Conda (📥 100K · ⏱️ 21.04.2024):
```
onda install -c conda-forge beartype
```

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

GitHub (👨‍💻 92 · 🔀 190 · 📥 70 · 📦 64K · 📋 350 - 35% open · ⏱️ 03.11.2023):
```
it clone https://github.com/PyCQA/pydocstyle
```
PyPi (📥 6.2M / month · 📦 2.9K · ⏱️ 17.01.2023):
```
ip install pydocstyle
```
Conda (📥 1.8M · ⏱️ 16.06.2023):
```
onda install -c conda-forge pydocstyle
```

flake8-bugbear (🥈32 · ⭐ 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT

GitHub (👨‍💻 84 · 🔀 100 · 📦 37K · 📋 220 - 26% open · ⏱️ 21.04.2024):
```
it clone https://github.com/PyCQA/flake8-bugbear
```
PyPi (📥 2.8M / month · 📦 600 · ⏱️ 21.04.2024):
```
ip install flake8-bugbear
```

Conda (📥 770K · ⏱️ 22.04.2024):

onda install -c conda-forge flake8-bugbear

flake8-comprehensions (🥈29 · ⭐ 460) - A flake8 plugin to help you write better.. MIT

GitHub (👨‍💻 15 · 🔀 23 · 📦 27K · 📋 58 - 10% open · ⏱️ 22.04.2024):
```
it clone https://github.com/adamchainz/flake8-comprehensions
```
PyPi (📥 1.1M / month · 📦 740 · ⏱️ 10.07.2023):
```
ip install flake8-comprehensions
```

Conda (📥 780K · ⏱️ 17.07.2023):

onda install -c conda-forge flake8-comprehensions

pylint-django (🥈28 · ⭐ 580) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0

GitHub (👨‍💻 71 · 🔀 120 · 📥 280 · 📦 29K · 📋 230 - 26% open · ⏱️ 26.02.2024):
```
it clone https://github.com/PyCQA/pylint-django
```
PyPi (📥 1.3M / month · 📦 1.2K · ⏱️ 23.10.2023):
```
ip install pylint-django
```

Conda (📥 190K · ⏱️ 09.01.2024):

onda install -c conda-forge pylint-django

flake8-eradicate (🥈28 · ⭐ 310) - Flake8 plugin to find commented out or dead code. MIT

GitHub (👨‍💻 16 · 🔀 14 · 📦 19K · 📋 50 - 38% open · ⏱️ 25.04.2024):
```
it clone https://github.com/wemake-services/flake8-eradicate
```
PyPi (📥 660K / month · 📦 130 · ⏱️ 31.05.2023):
```
ip install flake8-eradicate
```

Conda (📥 14K · ⏱️ 01.06.2023):

onda install -c conda-forge flake8-eradicate

flake8-quotes (🥈28 · ⭐ 180) - Flake8 extension for checking quotes in python. MIT

GitHub (👨‍💻 33 · 🔀 39 · 📦 21K · 📋 51 - 11% open · ⏱️ 10.02.2024):
```
it clone https://github.com/zheller/flake8-quotes
```
PyPi (📥 700K / month · 📦 940 · ⏱️ 10.02.2024):
```
ip install flake8-quotes
```

Conda (📥 690K · ⏱️ 10.02.2024):

onda install -c conda-forge flake8-quotes

flake8-isort (🥈28 · ⭐ 170) - flake8 plugin that integrates isort. ❗️GPL-2.0

GitHub (👨‍💻 38 · 🔀 120 · 📦 26K · 📋 57 - 1% open · ⏱️ 03.11.2023):
```
it clone https://github.com/gforcada/flake8-isort
```
PyPi (📥 1.1M / month · 📦 780 · ⏱️ 03.11.2023):
```
ip install flake8-isort
```

Conda (📥 59K · ⏱️ 03.11.2023):

onda install -c conda-forge flake8-isort

mypy-protobuf (🥉27 · ⭐ 620) - open source tools to generate mypy stubs from protobufs. Apache-2

GitHub (👨‍💻 37 · 🔀 77 · 📋 130 - 11% open · ⏱️ 02.04.2024):
```
it clone https://github.com/dropbox/mypy-protobuf
```
PyPi (📥 2.5M / month · 📦 120 · ⏱️ 01.04.2024):
```
ip install mypy-protobuf
```

Conda (📥 130K · ⏱️ 20.08.2023):

onda install -c conda-forge mypy-protobuf

hacking (🥉27 · ⭐ 230) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

GitHub (👨‍💻 190 · 🔀 70 · 📦 7.3K · ⏱️ 31.01.2024):
```
it clone https://github.com/openstack/hacking
```
PyPi (📥 88K / month · 📦 4.4K · ⏱️ 08.12.2023):
```
ip install hacking
```

flake8-builtins (🥉27 · ⭐ 110) - Check for python builtins being used as variables or.. ❗️GPL-2.0

GitHub (👨‍💻 20 · 🔀 22 · 📦 10K · ⏱️ 09.04.2024):
```
it clone https://github.com/gforcada/flake8-builtins
```
PyPi (📥 850K / month · 📦 540 · ⏱️ 09.04.2024):
```
ip install flake8-builtins
```

Conda (📥 240K · ⏱️ 09.04.2024):

onda install -c conda-forge flake8-builtins

flake8-import-order (🥉26 · ⭐ 280 · 💤) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0

GitHub (👨‍💻 46 · 🔀 72 · 📋 100 - 12% open · ⏱️ 13.09.2023):
```
it clone https://github.com/PyCQA/flake8-import-order
```
PyPi (📥 610K / month · 📦 1.3K · ⏱️ 26.11.2022):
```
ip install flake8-import-order
```

Conda (📥 250K · ⏱️ 16.06.2023):

onda install -c conda-forge flake8-import-order

flake8-black (🥉26 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT

GitHub (👨‍💻 10 · 🔀 11 · 📦 7.7K · 📋 32 - 18% open · ⏱️ 01.04.2024):
```
it clone https://github.com/peterjc/flake8-black
```
PyPi (📥 910K / month · 📦 280 · ⏱️ 20.12.2022):
```
ip install flake8-black
```

Conda (📥 460K · ⏱️ 16.06.2023):

onda install -c conda-forge flake8-black

nitpick (🥉25 · ⭐ 380) - Enforce the same settings on multiple projects. MIT

GitHub (👨‍💻 16 · 🔀 22 · 📥 5 · 📦 1.3K · 📋 130 - 36% open · ⏱️ 12.04.2024):
```
it clone https://github.com/andreoliwa/nitpick
```
PyPi (📥 44K / month · 📦 13 · ⏱️ 31.12.2023):
```
ip install nitpick
```

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

GitHub (👨‍💻 22 · 🔀 39 · 📦 11K · 📋 97 - 20% open · ⏱️ 18.12.2023):
```
it clone https://github.com/mgedmin/check-manifest
```
PyPi (📥 310K / month · 📦 3.9K · ⏱️ 05.12.2022):
```
ip install check-manifest
```

Conda (📥 110K · ⏱️ 16.06.2023):

onda install -c conda-forge check-manifest

pandas-vet (🥉21 · ⭐ 160 · 💤) - A plugin for Flake8 that checks pandas code. MIT

GitHub (👨‍💻 14 · 🔀 18 · 📥 73 · 📦 440 · 📋 52 - 21% open · ⏱️ 11.08.2023):
```
it clone https://github.com/deppen8/pandas-vet
```
PyPi (📥 44K / month · 📦 18 · ⏱️ 11.08.2023):
```
ip install pandas-vet
```
Conda (📥 18K · ⏱️ 11.08.2023):
```
onda install -c conda-forge pandas-vet
```

flake8-simplify (🥉19 · ⭐ 180) - A flake8 plugin that helps you to simplify code. MIT

GitHub (👨‍💻 14 · 🔀 19 · 📋 120 - 41% open · ⏱️ 25.12.2023):
```
it clone https://github.com/MartinThoma/flake8-simplify
```
PyPi (📥 340K / month · 📦 41 · ⏱️ 23.09.2023):
```
ip install flake8-simplify
```

Conda (📥 38K · ⏱️ 26.09.2023):

onda install -c conda-forge flake8-simplify

bellybutton (🥉17 · ⭐ 270 · 💤) - Custom Python linting through AST expressions. MIT

GitHub (👨‍💻 7 · 🔀 15 · 📦 45 · 📋 17 - 64% open · ⏱️ 27.07.2023):
```
it clone https://github.com/hchasestevens/bellybutton
```
PyPi (📥 1.9K / month · 📦 1 · ⏱️ 27.07.2023):
```
ip install bellybutton
```

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

GitHub (👨‍💻 17 · 🔀 36 · 📦 12 · 📋 46 - 43% open · ⏱️ 17.06.2023):
```
it clone https://github.com/justinabrahms/imhotep
```
PyPi (📥 42 / month · 📦 6 · ⏱️ 20.02.2022):
```
ip install imhotep
```

Show 14 hidden projects...

coala (🥈29 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
pep8-naming (🥈28 · ⭐ 490) - Naming Convention checker for Python. ❗️Saxpath
darglint (🥈28 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
pylama (🥉26 · ⭐ 1K · 💀) - Code audit tool for python. MIT
data-science-types (🥉25 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
flake8-commas (🥉25 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python. MIT
Fixit (🥉23 · ⭐ 650) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed
flake8-bandit (🥉21 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8. MIT
flakehell (🥉19 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. MIT
pylint-flask (🥉19 · ⭐ 64 · 💀) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0
pycycle (🥉16 · ⭐ 330 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
yala (🥉15 · ⭐ 14 · 💀) - Yet Another Linter Aggregator. MIT
linty_fresh (🥉12 · ⭐ 180 · 💀) - Surface lint errors during code review. Apache-2 mypy

Type checkers

mypy (🥇46 · ⭐ 18K) - Optional static typing for Python. MIT

GitHub (👨‍💻 710 · 🔀 2.7K · 📦 240K · 📋 10K - 26% open · ⏱️ 24.04.2024):
```
it clone https://github.com/python/mypy
```
PyPi (📥 25M / month · 📦 11K · ⏱️ 24.04.2024):
```
ip install mypy
```
Conda (📥 3.9M · ⏱️ 25.04.2024):
```
onda install -c conda-forge mypy
```

pyright (🥈38 · ⭐ 12K) - Static Type Checker for Python. MIT

GitHub (👨‍💻 110 · 🔀 1.3K · 📥 2.1K · 📦 810 · 📋 5.5K - 0% open · ⏱️ 25.04.2024):
```
it clone https://github.com/Microsoft/pyright
```
npm (📥 1.4M / month · 📦 12 · ⏱️ 24.04.2024):
```
pm install pyright
```

pytype (🥉36 · ⭐ 4.5K) - A static type analyzer for Python code. Apache-2

GitHub (👨‍💻 100 · 🔀 260 · 📦 3.5K · 📋 700 - 22% open · ⏱️ 24.04.2024):
```
it clone https://github.com/google/pytype
```
PyPi (📥 470K / month · 📦 160 · ⏱️ 12.04.2024):
```
ip install pytype
```
Conda (📥 200K · ⏱️ 10.02.2024):
```
onda install -c conda-forge pytype
```

typeguard (🥉35 · ⭐ 1.4K) - Run-time type checker for Python. MIT

GitHub (👨‍💻 34 · 🔀 100 · 📦 23K · 📋 320 - 6% open · ⏱️ 12.04.2024):
```
it clone https://github.com/agronholm/typeguard
```
PyPi (📥 21M / month · 📦 1.8K · ⏱️ 24.03.2024):
```
ip install typeguard
```
Conda (📥 530K · ⏱️ 24.03.2024):
```
onda install -c conda-forge typeguard
```

pyre-check (🥉34 · ⭐ 6.7K) - Performant type-checking for python. MIT

GitHub (👨‍💻 260 · 🔀 460 · 📦 21 · 📋 400 - 35% open · ⏱️ 25.04.2024):
```
it clone https://github.com/facebook/pyre-check
```
PyPi (📥 85K / month · 📦 54 · ⏱️ 19.10.2023):
```
ip install pyre-check
```

Code Formatters

black (🥇46 · ⭐ 37K) - The uncompromising Python code formatter. MIT

GitHub (👨‍💻 440 · 🔀 2.4K · 📥 87K · 📦 490K · 📋 2.6K - 14% open · ⏱️ 25.04.2024):
```
it clone https://github.com/psf/black
```
PyPi (📥 36M / month · 📦 15K · ⏱️ 24.04.2024):
```
ip install black
```
Conda (📥 9.9M · ⏱️ 25.04.2024):
```
onda install -c conda-forge black
```

isort (🥈40 · ⭐ 6.3K) - A Python utility / library to sort imports. MIT

GitHub (👨‍💻 290 · 🔀 560 · 📦 460K · 📋 1.3K - 17% open · ⏱️ 15.01.2024):
```
it clone https://github.com/PyCQA/isort
```
PyPi (📥 38M / month · 📦 19K · ⏱️ 13.12.2023):
```
ip install isort
```
Conda (📥 5.8M · ⏱️ 14.12.2023):
```
onda install -c conda-forge isort
```

yapf (🥈39 · ⭐ 14K · 📉) - A formatter for Python files. Apache-2

GitHub (👨‍💻 150 · 🔀 880 · 📦 93K · 📋 840 - 45% open · ⏱️ 01.04.2024):
```
it clone https://github.com/google/yapf
```
PyPi (📥 4.9M / month · 📦 2.4K · ⏱️ 22.09.2023):
```
ip install yapf
```
Conda (📥 1.8M · ⏱️ 26.07.2023):
```
onda install -c conda-forge yapf
```

autopep8 (🥈39 · ⭐ 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT

GitHub (👨‍💻 63 · 🔀 290 · 📦 210K · 📋 500 - 25% open · ⏱️ 23.03.2024):
```
it clone https://github.com/hhatto/autopep8
```
PyPi (📥 4.6M / month · 📦 6K · ⏱️ 17.03.2024):
```
ip install autopep8
```
Conda (📥 1.5M · ⏱️ 17.03.2024):
```
onda install -c conda-forge autopep8
```

docformatter (🥉27 · ⭐ 500) - Formats docstrings to follow PEP 257. MIT

GitHub (👨‍💻 30 · 🔀 57 · 📥 17 · 📦 3.5K · 📋 150 - 15% open · ⏱️ 15.10.2023):
```
it clone https://github.com/myint/docformatter
```
PyPi (📥 460K / month · 📦 180 · ⏱️ 12.07.2023):
```
ip install docformatter
```

Conda (📥 120K · ⏱️ 18.07.2023):

onda install -c conda-forge docformatter

autoimport (🥉18 · ⭐ 87) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0

GitHub (👨‍💻 15 · 🔀 24 · 📦 130 · 📋 47 - 29% open · ⏱️ 23.11.2023):
```
it clone https://github.com/lyz-code/autoimport
```
PyPi (📥 2K / month · 📦 8 · ⏱️ 23.11.2023):
```
ip install autoimport
```

Show 1 hidden projects...

pyformat (🥉19 · ⭐ 94) - Formats Python code to follow a consistent style. ❗️Saxpath

Code Refactoring

jedi (🥇41 · ⭐ 5.7K) - Awesome autocompletion, static analysis and refactoring library for python. MIT

GitHub (👨‍💻 170 · 🔀 500 · 📦 420K · 📋 1.4K - 4% open · ⏱️ 25.04.2024):
```
it clone https://github.com/davidhalter/jedi
```
PyPi (📥 39M / month · 📦 8.6K · ⏱️ 02.10.2023):
```
ip install jedi
```
Conda (📥 22M · ⏱️ 03.10.2023):
```
onda install -c conda-forge jedi
```

rope (🥇36 · ⭐ 1.8K) - a python refactoring library. ❗️LGPL-3.0

GitHub (👨‍💻 81 · 🔀 160 · 📥 28 · 📦 73K · 📋 360 - 28% open · ⏱️ 04.04.2024):
```
it clone https://github.com/python-rope/rope
```
PyPi (📥 880K / month · 📦 1.6K · ⏱️ 24.03.2024):
```
ip install rope
```
Conda (📥 1.4M · ⏱️ 24.03.2024):
```
onda install -c conda-forge rope
```

pyupgrade (🥈33 · ⭐ 3.3K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT

GitHub (👨‍💻 35 · 🔀 170 · 📋 420 - 3% open · ⏱️ 10.04.2024):
```
it clone https://github.com/asottile/pyupgrade
```
PyPi (📥 600K / month · 📦 210 · ⏱️ 24.03.2024):
```
ip install pyupgrade
```
Conda (📥 620K · ⏱️ 24.03.2024):
```
onda install -c conda-forge pyupgrade
```

vulture (🥈31 · ⭐ 3K) - Find dead Python code. MIT

GitHub (👨‍💻 42 · 🔀 180 · 📦 4.5K · 📋 200 - 13% open · ⏱️ 19.03.2024):
```
it clone https://github.com/jendrikseipp/vulture
```
PyPi (📥 530K / month · 📦 290 · ⏱️ 19.01.2024):
```
ip install vulture
```
Conda (📥 79K · ⏱️ 16.06.2023):
```
onda install -c conda-forge vulture
```

autoflake (🥈28 · ⭐ 860) - Removes unused imports and unused variables as reported by pyflakes. MIT

GitHub (👨‍💻 38 · 🔀 80 · 📋 120 - 32% open · ⏱️ 22.04.2024):
```
it clone https://github.com/myint/autoflake
```
PyPi (📥 1.8M / month · 📦 830 · ⏱️ 13.03.2024):
```
ip install autoflake
```
Conda (📥 530K · ⏱️ 16.06.2023):
```
onda install -c conda-forge autoflake
```

MonkeyType (🥈26 · ⭐ 4.5K) - A Python library that generates static type annotations by.. BSD-3

GitHub (👨‍💻 50 · 🔀 170 · 📋 180 - 23% open · ⏱️ 18.04.2024):
```
it clone https://github.com/Instagram/MonkeyType
```
PyPi (📥 220K / month · 📦 29 · ⏱️ 20.03.2023):
```
ip install monkeytype
```
Conda (📥 58K · ⏱️ 16.06.2023):
```
onda install -c conda-forge monkeytype
```

add-trailing-comma (🥉22 · ⭐ 330) - A tool (and pre-commit hook) to automatically add trailing.. MIT

GitHub (👨‍💻 11 · 🔀 22 · ⏱️ 10.04.2024):

it clone https://github.com/asottile/add-trailing-comma

PyPi (📥 31K / month · 📦 22 · ⏱️ 30.08.2023):
```
ip install add-trailing-comma
```

unimport (🥉21 · ⭐ 240) - The ultimate linter and formatter for removing unused import statements.. MIT

GitHub (👨‍💻 16 · 🔀 22 · 📋 120 - 9% open · ⏱️ 07.01.2024):
```
it clone https://github.com/hakancelik96/unimport
```
PyPi (📥 20K / month · 📦 16 · ⏱️ 24.12.2023):
```
ip install unimport
```

com2ann (🥉18 · ⭐ 140) - Tool for translation type comments to type annotations in Python. MIT

GitHub (👨‍💻 8 · 🔀 12 · 📦 68 · 📋 29 - 24% open · ⏱️ 14.03.2024):
```
it clone https://github.com/ilevkivskyi/com2ann
```
PyPi (📥 20K / month · 📦 2 · ⏱️ 21.08.2021):
```
ip install com2ann
```

massedit (🥉17 · ⭐ 110 · 💤) - Programmatically edit text files with Python. Useful for source to.. MIT

GitHub (👨‍💻 9 · 🔀 16 · 📥 23 · 📦 42 · 📋 11 - 36% open · ⏱️ 12.09.2023):
```
it clone https://github.com/elmotec/massedit
```
PyPi (📥 2.8K / month · 📦 7 · ⏱️ 11.09.2023):
```
ip install massedit
```

Show 8 hidden projects...

Bowler (🥈25 · ⭐ 1.5K · 💀) - Safe code refactoring for modern Python. MIT
redbaron (🥉24 · ⭐ 680 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
eradicate (🥉24 · ⭐ 200) - Removes commented-out code from Python files. ❗️Saxpath
baron (🥉23 · ⭐ 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
pyannotate (🥉21 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
unify (🥉20 · ⭐ 92 · 💀) - Modifies strings to all use the same quote where possible. MIT
pep8ify (🥉16 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
retype (🥉14 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT

Code Security

bandit (🥇38 · ⭐ 6K) - Bandit is a tool designed to find common security issues in Python code. Apache-2

GitHub (👨‍💻 180 · 🔀 580 · 📥 770 · 📦 48K · 📋 670 - 28% open · ⏱️ 22.04.2024):
```
it clone https://github.com/PyCQA/bandit
```
PyPi (📥 4.7M / month · 📦 1.9K · ⏱️ 08.03.2024):
```
ip install bandit
```
Conda (📥 300K · ⏱️ 21.04.2024):
```
onda install -c conda-forge bandit
```

sqlmap (🥈33 · ⭐ 31K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0

GitHub (👨‍💻 140 · 🔀 5.5K · 📦 21 · 📋 5.2K - 1% open · ⏱️ 12.04.2024):
```
it clone https://github.com/sqlmapproject/sqlmap
```
PyPi (📥 9.4K / month · 📦 10 · ⏱️ 08.04.2024):
```
ip install sqlmap
```

safety (🥉31 · ⭐ 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT

GitHub (👨‍💻 42 · 🔀 140 · 📥 530K · 📦 14K · 📋 200 - 39% open · ⏱️ 02.04.2024):
```
it clone https://github.com/pyupio/safety
```
PyPi (📥 1.4M / month · 📦 450 · ⏱️ 26.03.2024):
```
ip install safety
```
Conda (📥 92K · ⏱️ 26.03.2024):
```
onda install -c conda-forge safety
```

detect-secrets (🥉30 · ⭐ 3.5K) - An enterprise friendly way of detecting and preventing.. Apache-2

GitHub (👨‍💻 76 · 🔀 380 · 📋 330 - 36% open · ⏱️ 12.04.2024):
```
it clone https://github.com/Yelp/detect-secrets
```
PyPi (📥 600K / month · 📦 55 · ⏱️ 04.10.2022):
```
ip install detect-secrets
```

dlint (🥉20 · ⭐ 160 · 💤) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3

GitHub (👨‍💻 16 · 🔀 17 · 📋 45 - 53% open · ⏱️ 10.04.2023):
```
it clone https://github.com/dlint-py/dlint
```
PyPi (📥 150K / month · 📦 57 · ⏱️ 09.08.2022):
```
ip install dlint
```
Conda (📥 4.4K · ⏱️ 16.06.2023):
```
onda install -c conda-forge dlint
```

Show 3 hidden projects...

pyarmor (🥈34 · ⭐ 2.9K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
pyt (🥉23 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
dodgy (🥉20 · ⭐ 120 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT

Virtual Environments

pipenv (🥇44 · ⭐ 25K) - Python Development Workflow for Humans. MIT

GitHub (👨‍💻 500 · 🔀 1.8K · 📦 130K · 📋 4.2K - 5% open · ⏱️ 24.04.2024):
```
it clone https://github.com/pypa/pipenv
```
PyPi (📥 11M / month · 📦 1.3K · ⏱️ 05.02.2024):
```
ip install pipenv
```
Conda (📥 150K · ⏱️ 05.02.2024):
```
onda install -c conda-forge pipenv
```

virtualenv (🥈42 · ⭐ 4.7K) - Virtual Python Environment builder. MIT

GitHub (👨‍💻 270 · 🔀 1K · 📦 380K · 📋 1.3K - 1% open · ⏱️ 23.04.2024):
```
it clone https://github.com/pypa/virtualenv
```
PyPi (📥 120M / month · 📦 18K · ⏱️ 23.04.2024):
```
ip install virtualenv
```
Conda (📥 6.5M · ⏱️ 24.04.2024):
```
onda install -c conda-forge virtualenv
```

pyenv (🥈34 · ⭐ 37K) - Simple Python version management. MIT

GitHub (👨‍💻 440 · 🔀 2.9K · 📦 21 · 📋 1.7K - 2% open · ⏱️ 09.04.2024):
```
it clone https://github.com/pyenv/pyenv
```
PyPi (📥 12K / month · 📦 1 · ⏱️ 12.01.2019):
```
ip install pyenv
```

nodeenv (🥈34 · ⭐ 1.7K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

GitHub (👨‍💻 93 · 🔀 200 · 📦 81K · 📋 190 - 28% open · ⏱️ 05.10.2023):
```
it clone https://github.com/ekalinin/nodeenv
```
PyPi (📥 20M / month · 📦 970 · ⏱️ 12.05.2023):
```
ip install nodeenv
```
Conda (📥 3.7M · ⏱️ 16.06.2023):
```
onda install -c conda-forge nodeenv
```

pyenv-virtualenv (🥉23 · ⭐ 6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT

GitHub (👨‍💻 61 · 🔀 390 · 📦 21 · 📋 350 - 31% open · ⏱️ 09.04.2024):
```
it clone https://github.com/pyenv/pyenv-virtualenv
```

pyenv-installer (🥉16 · ⭐ 3.9K) - This tool is used to install `pyenv` and friends. MIT

GitHub (👨‍💻 40 · 🔀 420 · 📋 81 - 3% open · ⏱️ 21.04.2024):
```
it clone https://github.com/pyenv/pyenv-installer
```

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

GitHub (👨‍💻 3 · 🔀 3 · 📋 5 - 40% open · ⏱️ 13.10.2023):
```
it clone https://github.com/raiyanyahya/freshenv
```
PyPi (📥 220 / month · ⏱️ 06.11.2022):
```
ip install freshenv
```
Conda:
```
onda install -c raiyanyahya freshenv
```

Show 3 hidden projects...

vex (🥉20 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
dh-virtualenv (🥉16 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages. ❗️GPL-2.0
pipenv-pipes (🥉14 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT

Dependency & Package Managers

pip (🥇48 · ⭐ 9.3K · 📈) - The Python package installer. MIT

GitHub (👨‍💻 780 · 🔀 2.9K · 📦 180K · 📋 7.3K - 15% open · ⏱️ 23.04.2024):
```
it clone https://github.com/pypa/pip
```
PyPi (📥 350M / month · 📦 12K · ⏱️ 03.02.2024):
```
ip install pip
```
Conda (📥 110M · ⏱️ 03.02.2024):
```
onda install -c conda-forge pip
```

conda (🥇43 · ⭐ 6.1K) - A system-level, binary package and environment manager running on all.. BSD-3

GitHub (👨‍💻 450 · 🔀 1.5K · 📥 330 · 📦 47K · 📋 9.7K - 7% open · ⏱️ 25.04.2024):
```
it clone https://github.com/conda/conda
```
PyPi (📥 150K / month · 📦 1.1K · ⏱️ 22.04.2017):
```
ip install conda
```
Conda (📥 50M · ⏱️ 26.03.2024):
```
onda install -c conda-forge conda
```

poetry (🥈42 · ⭐ 29K) - Python packaging and dependency management made easy. MIT

GitHub (👨‍💻 550 · 🔀 2.2K · 📥 15M · 📋 5.7K - 11% open · ⏱️ 17.04.2024):
```
it clone https://github.com/python-poetry/poetry
```
PyPi (📥 35M / month · 📦 400 · ⏱️ 02.03.2024):
```
ip install poetry
```
Conda (📥 1.2M · ⏱️ 03.03.2024):
```
onda install -c conda-forge poetry
```

pip-tools (🥈38 · ⭐ 7.5K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

GitHub (👨‍💻 210 · 🔀 600 · 📦 27K · 📋 1.1K - 15% open · ⏱️ 25.03.2024):
```
it clone https://github.com/jazzband/pip-tools
```
PyPi (📥 12M / month · 📦 2.8K · ⏱️ 06.03.2024):
```
ip install pip-tools
```
Conda (📥 150K · ⏱️ 06.03.2024):
```
onda install -c conda-forge pip-tools
```

pipx (🥈36 · ⭐ 8.8K) - Install and Run Python Applications in Isolated Environments. MIT

GitHub (👨‍💻 140 · 🔀 360 · 📥 65K · 📦 2.1K · 📋 700 - 10% open · ⏱️ 25.04.2024):
```
it clone https://github.com/pypa/pipx
```
PyPi (📥 6M / month · 📦 24 · ⏱️ 29.03.2024):
```
ip install pipx
```
Conda (📥 48K · ⏱️ 29.03.2024):
```
onda install -c conda-forge pipx
```

PDM (🥈36 · ⭐ 6.6K) - A modern Python package and dependency manager supporting the latest PEP.. MIT

GitHub (👨‍💻 180 · 🔀 340 · 📥 5 · 📦 280 · 📋 1.6K - 3% open · ⏱️ 25.04.2024):
```
it clone https://github.com/pdm-project/pdm
```
PyPi (📥 840K / month · 📦 79 · ⏱️ 25.04.2024):
```
ip install pdm
```
Conda (📥 270K · ⏱️ 25.04.2024):
```
onda install -c conda-forge pdm
```

pipreqs (🥉33 · ⭐ 5.8K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2

GitHub (👨‍💻 66 · 🔀 370 · 📦 29K · 📋 300 - 63% open · ⏱️ 18.02.2024):
```
it clone https://github.com/bndr/pipreqs
```
PyPi (📥 750K / month · 📦 400 · ⏱️ 18.02.2024):
```
ip install pipreqs
```
Conda (📥 48K · ⏱️ 16.06.2023):
```
onda install -c conda-forge pipreqs
```

mamba (🥉30 · ⭐ 6.3K) - The Fast Cross-Platform Package Manager. BSD-3

GitHub (👨‍💻 150 · 🔀 330 · 📋 1.7K - 29% open · ⏱️ 17.04.2024):
```
it clone https://github.com/mamba-org/mamba
```
Conda (📥 11M · ⏱️ 04.04.2024):
```
onda install -c conda-forge mamba
```

pip-run (🥉24 · ⭐ 130 · 📈) - pip-run - dynamic dependency loader for Python. MIT

GitHub (👨‍💻 24 · 🔀 21 · 📦 59 · 📋 72 - 6% open · ⏱️ 24.04.2024):
```
it clone https://github.com/jaraco/pip-run
```
PyPi (📥 11K / month · 📦 3 · ⏱️ 10.02.2024):
```
ip install pip-run
```

Show 2 hidden projects...

dephell (🥉25 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. MIT
pyflow (🥉22 · ⭐ 1.3K · 💀) - An installation and dependency system for Python. MIT

Code Metrics & Complexity

prospector (🥇32 · ⭐ 1.9K) - Inspects Python source files and provides information about.. ❗️GPL-2.0

GitHub (👨‍💻 90 · 🔀 170 · 📦 4.8K · 📋 380 - 15% open · ⏱️ 16.04.2024):
```
it clone https://github.com/PyCQA/prospector
```
PyPi (📥 810K / month · 📦 710 · ⏱️ 18.10.2023):
```
ip install prospector
```
Conda (📥 110K · ⏱️ 19.10.2023):
```
onda install -c conda-forge prospector
```

mccabe (🥈31 · ⭐ 620) - McCabe complexity checker for Python. ❗️Saxpath

GitHub (👨‍💻 24 · 🔀 59 · 📦 440K · 📋 52 - 13% open · ⏱️ 03.12.2023):
```
it clone https://github.com/PyCQA/mccabe
```
PyPi (📥 45M / month · 📦 16K · ⏱️ 24.01.2022):
```
ip install mccabe
```
Conda (📥 8M · ⏱️ 16.06.2023):
```
onda install -c conda-forge mccabe
```

radon (🥈30 · ⭐ 1.6K) - Various code metrics for Python code. MIT

GitHub (👨‍💻 60 · 🔀 110 · 📦 4.9K · 📋 170 - 14% open · ⏱️ 06.10.2023):
```
it clone https://github.com/rubik/radon
```
PyPi (📥 570K / month · 📦 670 · ⏱️ 26.03.2023):
```
ip install radon
```
Conda (📥 70K · ⏱️ 16.06.2023):
```
onda install -c conda-forge radon
```

wily (🥉26 · ⭐ 1.2K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2

GitHub (👨‍💻 24 · 🔀 56 · 📦 220 · 📋 110 - 32% open · ⏱️ 11.10.2023):
```
it clone https://github.com/tonybaloney/wily
```
PyPi (📥 44K / month · 📦 9 · ⏱️ 11.10.2023):
```
ip install wily
```

xenon (🥉24 · ⭐ 230 · 💤) - Monitoring tool based on radon. MIT

GitHub (👨‍💻 10 · 🔀 22 · 📦 1.2K · 📋 36 - 22% open · ⏱️ 12.08.2023):
```
it clone https://github.com/rubik/xenon
```
PyPi (📥 170K / month · 📦 90 · ⏱️ 12.08.2023):
```
ip install xenon
```
Conda (📥 22K · ⏱️ 16.06.2023):
```
onda install -c conda-forge xenon
```

Show 1 hidden projects...

cohesion (🥉15 · ⭐ 220 · 💀) - A tool for measuring Python class cohesion. ❗️GPL-3.0

Logging

tqdm (🥇43 · ⭐ 27K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0

GitHub (👨‍💻 120 · 🔀 1.4K · 📥 12K · 📦 700K · 📋 1.1K - 45% open · ⏱️ 10.02.2024):
```
it clone https://github.com/tqdm/tqdm
```
PyPi (📥 95M / month · 📦 31K · ⏱️ 10.02.2024):
```
ip install tqdm
```
Conda (📥 26M · ⏱️ 10.02.2024):
```
onda install -c conda-forge tqdm
```
Docker Hub (📥 4.5K · ⭐ 2 · ⏱️ 20.04.2024):
```
ocker pull tqdm/tqdm
```

rich (🥇42 · ⭐ 47K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT

GitHub (👨‍💻 240 · 🔀 1.7K · 📦 200K · 📋 1.3K - 19% open · ⏱️ 16.04.2024):
```
it clone https://github.com/Textualize/rich
```
PyPi (📥 54M / month · 📦 7K · ⏱️ 28.02.2024):
```
ip install rich
```
Conda (📥 6.6M · ⏱️ 28.02.2024):
```
onda install -c conda-forge rich
```

loguru (🥇38 · ⭐ 18K) - Python logging made (stupidly) simple. MIT

GitHub (👨‍💻 53 · 🔀 660 · 📦 82K · 📋 950 - 16% open · ⏱️ 01.04.2024):
```
it clone https://github.com/Delgan/loguru
```
PyPi (📥 26M / month · 📦 3.4K · ⏱️ 11.09.2023):
```
ip install loguru
```
Conda (📥 2.1M · ⏱️ 24.09.2023):
```
onda install -c conda-forge loguru
```

sentry-sdk (🥇38 · ⭐ 1.7K · 📈) - The official Python SDK for Sentry.io. MIT

GitHub (👨‍💻 220 · 🔀 460 · 📥 3.5K · 📋 1.3K - 16% open · ⏱️ 25.04.2024):
```
it clone https://github.com/getsentry/sentry-python
```
PyPi (📥 31M / month · 📦 540 · ⏱️ 25.04.2024):
```
ip install sentry-sdk
```
Conda (📥 770K · ⏱️ 25.04.2024):
```
onda install -c conda-forge sentry-sdk
```

structlog (🥈36 · ⭐ 3.2K) - Simple, powerful, and fast logging for Python. Apache-2

GitHub (👨‍💻 110 · 🔀 200 · 📦 12K · 📋 320 - 8% open · ⏱️ 06.04.2024):
```
it clone https://github.com/hynek/structlog
```
PyPi (📥 13M / month · 📦 1.2K · ⏱️ 08.01.2024):
```
ip install structlog
```
Conda (📥 380K · ⏱️ 12.02.2024):
```
onda install -c conda-forge structlog
```

progressbar2 (🥈34 · ⭐ 840) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3

GitHub (👨‍💻 45 · 🔀 140 · 📥 2.3K · 📋 220 - 1% open · ⏱️ 04.03.2024):
```
it clone https://github.com/WoLpH/python-progressbar
```
PyPi (📥 26M / month · 📦 1.6K · ⏱️ 05.03.2024):
```
ip install progressbar2
```

Conda (📥 1.3M · ⏱️ 07.03.2024):

onda install -c conda-forge progressbar2

tabulate (🥈33 · ⭐ 2K · 💤) - Pretty-print tabular data in Python, a library and a command-line.. MIT

GitHub (👨‍💻 84 · 🔀 150 · 📋 220 - 39% open · ⏱️ 30.04.2023):
```
it clone https://github.com/astanin/python-tabulate
```
PyPi (📥 62M / month · 📦 8.8K · ⏱️ 06.10.2022):
```
ip install tabulate
```
Conda (📥 6.7M · ⏱️ 16.06.2023):
```
onda install -c conda-forge tabulate
```

logbook (🥈33 · ⭐ 1.5K) - A cool logging replacement for Python. BSD-3

GitHub (👨‍💻 79 · 🔀 160 · 📥 340 · 📦 5.8K · 📋 180 - 25% open · ⏱️ 10.02.2024):
```
it clone https://github.com/getlogbook/logbook
```
PyPi (📥 4.1M / month · 📦 1.2K · ⏱️ 10.11.2023):
```
ip install logbook
```
Conda (📥 170K · ⏱️ 11.11.2023):
```
onda install -c conda-forge logbook
```

alive-progress (🥉31 · ⭐ 5.1K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT

GitHub (👨‍💻 7 · 🔀 190 · 📦 3K · 📋 220 - 9% open · ⏱️ 02.12.2023):
```
it clone https://github.com/rsalmei/alive-progress
```
PyPi (📥 780K / month · 📦 220 · ⏱️ 08.11.2023):
```
ip install alive-progress
```

Conda (📥 54K · ⏱️ 09.11.2023):

onda install -c conda-forge alive-progress

colorlog (🥉30 · ⭐ 850) - A colored formatter for the python logging module. MIT

GitHub (👨‍💻 33 · 🔀 120 · 📦 37K · ⏱️ 26.01.2024):
```
it clone https://github.com/borntyping/python-colorlog
```
PyPi (📥 12M / month · 📦 2.9K · ⏱️ 26.01.2024):
```
ip install colorlog
```
Conda (📥 2.2M · ⏱️ 26.01.2024):
```
onda install -c conda-forge colorlog
```

wasabi (🥉27 · ⭐ 440) - A lightweight console printing and formatting toolkit. MIT

GitHub (👨‍💻 14 · 🔀 25 · 📦 44K · 📋 9 - 44% open · ⏱️ 03.11.2023):
```
it clone https://github.com/ines/wasabi
```
PyPi (📥 8.4M / month · 📦 330 · ⏱️ 07.06.2023):
```
ip install wasabi
```
Conda (📥 1.3M · ⏱️ 07.06.2023):
```
onda install -c conda-forge wasabi
```

stackprinter (🥉26 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT

GitHub (👨‍💻 7 · 🔀 38 · 📦 340 · 📋 36 - 30% open · ⏱️ 13.03.2024):
```
it clone https://github.com/cknd/stackprinter
```
PyPi (📥 320K / month · 📦 33 · ⏱️ 13.03.2024):
```
ip install stackprinter
```

Conda (📥 9.9K · ⏱️ 16.06.2023):

onda install -c conda-forge stackprinter

python-devtools (🥉23 · ⭐ 940 · 📈) - Dev tools for python. MIT

GitHub (👨‍💻 13 · 🔀 49 · 📦 5K · 📋 61 - 36% open · ⏱️ 26.01.2024):
```
it clone https://github.com/samuelcolvin/python-devtools
```
PyPi (📥 1.2K / month · 📦 1 · ⏱️ 21.08.2017):
```
ip install python-devtools
```

Conda (📥 22K · ⏱️ 06.09.2023):

onda install -c conda-forge python-devtools

Show 8 hidden projects...

python-json-logger (🥈35 · ⭐ 1.7K · 💀) - Json Formatter for the standard python logger. BSD-2
prettytable (🥈34 · ⭐ 1.2K) - Display tabular data in a visually appealing ASCII table.. ❗️BSD-1-Clause
python-coloredlogs (🥉29 · ⭐ 530 · 💀) - Colored terminal output for Pythons logging module. MIT
notifiers (🥉28 · ⭐ 2.6K · 💀) - The easy way to send notifications. MIT
rebound (🥉25 · ⭐ 4.1K · 💀) - Command-line tool that instantly fetches Stack Overflow results.. ❗️GPL-2.0
better-exceptions (🥉24 · ⭐ 4.5K · 💀) - Pretty and useful exceptions in Python, automatically. MIT
PrettyErrors (🥉23 · ⭐ 2.8K · 💀) - Prettify Python exception output to make it legible. MIT
tbvaccine (🥉16 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks. MIT

Shell

xxh (🥉26 · ⭐ 5K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish,.. BSD-2

GitHub (👨‍💻 27 · 🔀 100 · 📥 2.4K · 📦 85 · 📋 86 - 26% open · ⏱️ 06.04.2024):
```
it clone https://github.com/xxh/xxh
```
PyPi (📥 1.3K / month · ⏱️ 06.04.2024):
```
ip install xxh-xxh
```

Show 1 hidden projects...

xonsh (🥇34 · ⭐ 8K) - Python-powered, cross-platform, Unix-gazing shell. ❗️BSD-1-Clause

Documentation

🔗 best-of-mkdocs ( ⭐ 820) - Collection of MkDocs projects and plugins.

sphinx (🥇46 · ⭐ 6K) - The Sphinx documentation generator. BSD-3

GitHub (👨‍💻 820 · 🔀 2K · 📦 370K · 📋 7K - 17% open · ⏱️ 25.04.2024):
```
it clone https://github.com/sphinx-doc/sphinx
```
PyPi (📥 13M / month · 📦 65K · ⏱️ 19.04.2024):
```
ip install sphinx
```
Conda (📥 9M · ⏱️ 19.04.2024):
```
onda install -c conda-forge sphinx
```

mkdocs (🥇42 · ⭐ 18K · 📈) - Project documentation with Markdown. BSD-2

GitHub (👨‍💻 250 · 🔀 2.3K · 📦 60K · 📋 2K - 3% open · ⏱️ 22.04.2024):
```
it clone https://github.com/mkdocs/mkdocs
```
PyPi (📥 3.4M / month · 📦 5K · ⏱️ 20.04.2024):
```
ip install mkdocs
```
Conda (📥 330K · ⏱️ 19.09.2023):
```
onda install -c conda-forge mkdocs
```

mkdocs-material (🥇42 · ⭐ 18K) - Documentation that simply works. MIT

GitHub (👨‍💻 270 · 🔀 3.3K · 📦 47K · 📋 2.3K - 1% open · ⏱️ 25.04.2024):
```
it clone https://github.com/squidfunk/mkdocs-material
```
PyPi (📥 4.3M / month · 📦 1.4K · ⏱️ 25.04.2024):
```
ip install mkdocs-material
```

Conda (📥 370K · ⏱️ 16.04.2024):

onda install -c conda-forge mkdocs-material

sphinx_rtd_theme (🥈37 · ⭐ 4.6K) - Sphinx theme for readthedocs.org. MIT

GitHub (👨‍💻 120 · 🔀 1.7K · 📦 16 · 📋 870 - 28% open · ⏱️ 25.01.2024):
```
it clone https://github.com/readthedocs/sphinx_rtd_theme
```
PyPi (📥 4.3M / month · 📦 8.5K · ⏱️ 28.11.2023):
```
ip install sphinx_rtd_theme
```

Conda (📥 3.8M · ⏱️ 28.11.2023):

onda install -c conda-forge sphinx_rtd_theme

alabaster (🥈33 · ⭐ 720) - Lightweight, configurable Sphinx theme. BSD-3

GitHub (👨‍💻 37 · 🔀 190 · 📦 130K · 📋 120 - 49% open · ⏱️ 10.01.2024):
```
it clone https://github.com/bitprophet/alabaster
```
PyPi (📥 10M / month · 📦 7.8K · ⏱️ 10.01.2024):
```
ip install alabaster
```
Conda (📥 7.3M · ⏱️ 10.01.2024):
```
onda install -c conda-forge alabaster
```

mkdocstrings (🥈32 · ⭐ 1.6K) - Automatic documentation from sources, for MkDocs. ISC

GitHub (👨‍💻 42 · 🔀 100 · 📦 13K · 📋 390 - 12% open · ⏱️ 05.04.2024):
```
it clone https://github.com/mkdocstrings/mkdocstrings
```
PyPi (📥 910K / month · 📦 550 · ⏱️ 05.04.2024):
```
ip install mkdocstrings
```

Conda (📥 110K · ⏱️ 06.04.2024):

onda install -c conda-forge mkdocstrings

breathe (🥈32 · ⭐ 730) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3

GitHub (👨‍💻 110 · 🔀 190 · 📥 600 · 📦 13K · 📋 580 - 31% open · ⏱️ 24.10.2023):
```
it clone https://github.com/michaeljones/breathe
```
PyPi (📥 700K / month · 📦 1.1K · ⏱️ 28.02.2023):
```
ip install breathe
```
Conda (📥 550K · ⏱️ 04.07.2023):
```
onda install -c conda-forge breathe
```

sphinx-autodoc-typehints (🥈32 · ⭐ 530) - Type hints support for the Sphinx autodoc extension. MIT

GitHub (👨‍💻 55 · 🔀 100 · 📦 49K · 📋 190 - 17% open · ⏱️ 23.04.2024):
```
it clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
PyPi (📥 1.9M / month · 📦 2.2K · ⏱️ 17.04.2024):
```
ip install sphinx-autodoc-typehints
```

Conda (📥 670K · ⏱️ 18.04.2024):

onda install -c conda-forge sphinx-autodoc-typehints

sphinx-autobuild (🥈32 · ⭐ 510) - Watch a Sphinx directory and rebuild the documentation.. MIT

GitHub (👨‍💻 30 · 🔀 72 · 📦 23K · 📋 86 - 24% open · ⏱️ 16.04.2024):
```
it clone https://github.com/executablebooks/sphinx-autobuild
```
PyPi (📥 810K / month · 📦 3.1K · ⏱️ 16.04.2024):
```
ip install sphinx-autobuild
```

Conda (📥 250K · ⏱️ 17.04.2024):

onda install -c conda-forge sphinx-autobuild

Griffe (🥈32 · ⭐ 250) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC

GitHub (👨‍💻 28 · 🔀 37 · 📦 5.1K · 📋 190 - 8% open · ⏱️ 19.04.2024):
```
it clone https://github.com/mkdocstrings/griffe
```
PyPi (📥 1.2M / month · 📦 60 · ⏱️ 19.04.2024):
```
ip install griffe
```
Conda (📥 230K · ⏱️ 19.04.2024):
```
onda install -c conda-forge griffe
```

pdoc (🥈31 · ⭐ 1.8K) - API Documentation for Python Projects. Unlicense

GitHub (👨‍💻 61 · 🔀 230 · 📦 2.7K · 📋 360 - 7% open · ⏱️ 01.04.2024):
```
it clone https://github.com/mitmproxy/pdoc
```
PyPi (📥 240K / month · 📦 370 · ⏱️ 17.01.2024):
```
ip install pdoc
```

pdoc3 (🥉28 · ⭐ 1.1K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0

GitHub (👨‍💻 61 · 🔀 140 · 📦 4.1K · 📋 330 - 37% open · ⏱️ 11.03.2024):
```
it clone https://github.com/pdoc3/pdoc
```
PyPi (📥 230K / month · 📦 260 · ⏱️ 03.08.2021):
```
ip install pdoc3
```
Conda (📥 1.9K · ⏱️ 16.06.2023):
```
onda install -c anaconda pdoc3
```

interrogate (🥉28 · ⭐ 540) - Explain yourself! Interrogate a codebase for docstring coverage. MIT

GitHub (👨‍💻 17 · 🔀 45 · 📦 6.3K · 📋 69 - 46% open · ⏱️ 08.04.2024):
```
it clone https://github.com/econchick/interrogate
```
PyPi (📥 140K / month · 📦 210 · ⏱️ 07.04.2024):
```
ip install interrogate
```

blacken-docs (🥉27 · ⭐ 610) - Run `black` on python code blocks in documentation files. MIT

GitHub (👨‍💻 22 · 🔀 40 · 📦 900 · 📋 75 - 12% open · ⏱️ 22.04.2024):
```
it clone https://github.com/asottile/blacken-docs
```
PyPi (📥 110K / month · 📦 56 · ⏱️ 16.08.2023):
```
ip install blacken-docs
```

Conda (📥 34K · ⏱️ 16.08.2023):

onda install -c conda-forge blacken-docs

mkdocs-awesome-pages-plugin (🥉25 · ⭐ 430) - An MkDocs plugin that simplifies configuring page.. MIT

GitHub (👨‍💻 8 · 🔀 32 · 📦 4.1K · 📋 81 - 22% open · ⏱️ 09.03.2024):
```
it clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
PyPi (📥 210K / month · 📦 120 · ⏱️ 19.08.2023):
```
ip install mkdocs-awesome-pages-plugin
```

releases (🥉24 · ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2

GitHub (👨‍💻 10 · 🔀 41 · 📦 620 · 📋 77 - 40% open · ⏱️ 01.12.2023):
```
it clone https://github.com/bitprophet/releases
```
PyPi (📥 18K / month · 📦 380 · ⏱️ 28.04.2023):
```
ip install releases
```

Conda (📥 50K · ⏱️ 16.06.2023):

onda install -c conda-forge sphinx-releases

sphinx-markdown-builder (🥉24 · ⭐ 160 · 💤) - DISCONTINUED: sphinx builder that outputs markdown.. MIT

GitHub (👨‍💻 19 · 🔀 46 · 📦 820 · ⏱️ 24.06.2023):
```
it clone https://github.com/clayrisser/sphinx-markdown-builder
```
PyPi (📥 64K / month · 📦 94 · ⏱️ 16.01.2024):
```
ip install sphinx-markdown-builder
```

lazydocs (🥉23 · ⭐ 180) - Generate markdown API documentation from Google-style Python docstring... MIT

GitHub (👨‍💻 11 · 🔀 38 · 📦 220 · 📋 33 - 18% open · ⏱️ 16.01.2024):
```
it clone https://github.com/ml-tooling/lazydocs
```
PyPi (📥 11K / month · 📦 22 · ⏱️ 27.07.2021):
```
ip install lazydocs
```

mkdocs-print-site-plugin (🥉22 · ⭐ 120) - MkDocs Plugin that adds an additional page that.. MIT

GitHub (👨‍💻 7 · 🔀 18 · 📦 300 · 📋 88 - 15% open · ⏱️ 10.04.2024):
```
it clone https://github.com/timvink/mkdocs-print-site-plugin
```
PyPi (📥 22K / month · 📦 6 · ⏱️ 10.04.2024):
```
ip install mkdocs-print-site-plugin
```

Show 9 hidden projects...

numpydoc (🥈31 · ⭐ 280) - Numpys Sphinx extensions. ❗Unlicensed
sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT
pytkdocs (🥉24 · ⭐ 49 · 💀) - Load Python objects documentation. ISC
portray (🥉22 · ⭐ 860 · 💀) - Your Project with Great Documentation. MIT
pycco (🥉22 · ⭐ 840 · 💀) - Literate-style documentation generator. MIT
mkdocs-pdf-export-plugin (🥉22 · ⭐ 310 · 💀) - An MkDocs plugin to export content pages as PDF files. MIT
mkdocs-with-pdf (🥉22 · ⭐ 300 · 💀) - Generate a single PDF file from MkDocs repository. MIT
mkdocs-git-revision-date-plugin (🥉20 · ⭐ 56 · 💀) - MkDocs plugin for setting revision date from git per.. MIT
mkdocs-versioning (🥉17 · ⭐ 40 · 💀) - A tool that allows for versioning sites built with.. MIT

Debugging Tools

pyelftools (🥇33 · ⭐ 1.9K) - Parsing ELF and DWARF in Python. Unlicense

GitHub (👨‍💻 100 · 🔀 490 · 📦 7.4K · 📋 260 - 29% open · ⏱️ 23.04.2024):
```
it clone https://github.com/eliben/pyelftools
```
PyPi (📥 4.2M / month · 📦 580 · ⏱️ 14.03.2024):
```
ip install pyelftools
```
Conda (📥 160K · ⏱️ 14.03.2024):
```
onda install -c conda-forge pyelftools
```

PySnooper (🥇32 · ⭐ 16K) - Never use print for debugging again. MIT

GitHub (👨‍💻 27 · 🔀 950 · 📦 1.7K · 📋 130 - 20% open · ⏱️ 13.01.2024):
```
it clone https://github.com/cool-RR/PySnooper
```
PyPi (📥 320K / month · 📦 56 · ⏱️ 15.07.2023):
```
ip install pysnooper
```
Conda (📥 74K · ⏱️ 27.07.2023):
```
onda install -c conda-forge pysnooper
```

pudb (🥇32 · ⭐ 2.9K) - Full-screen console debugger for Python. MIT

GitHub (👨‍💻 95 · 🔀 230 · 📦 6.2K · 📋 340 - 47% open · ⏱️ 13.04.2024):
```
it clone https://github.com/inducer/pudb
```
PyPi (📥 220K / month · 📦 760 · ⏱️ 16.01.2024):
```
ip install pudb
```
Conda (📥 250K · ⏱️ 16.06.2023):
```
onda install -c conda-forge pudb
```

ipdb (🥈30 · ⭐ 1.8K · 💤) - Integration of IPython pdb. BSD-3

GitHub (👨‍💻 58 · 🔀 150 · 📦 55K · 📋 190 - 32% open · ⏱️ 03.08.2023):
```
it clone https://github.com/gotcha/ipdb
```
PyPi (📥 3.2M / month · 📦 9.1K · ⏱️ 09.03.2023):
```
ip install ipdb
```
Conda (📥 450K · ⏱️ 16.06.2023):
```
onda install -c conda-forge ipdb
```

gdbgui (🥈28 · ⭐ 9.7K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0

GitHub (👨‍💻 45 · 🔀 550 · 📥 17K · 📦 390 · 📋 320 - 46% open · ⏱️ 18.10.2023):
```
it clone https://github.com/cs01/gdbgui
```
PyPi (📥 17K / month · 📦 3 · ⏱️ 18.10.2023):
```
ip install gdbgui
```

icecream (🥈28 · ⭐ 8.5K) - Never use print() to debug again. MIT

GitHub (👨‍💻 21 · 🔀 180 · 📦 21 · 📋 140 - 49% open · ⏱️ 01.02.2024):
```
it clone https://github.com/gruns/icecream
```
PyPi (📥 380K / month · 📦 180 · ⏱️ 21.07.2022):
```
ip install icecream
```
Conda (📥 37K · ⏱️ 16.06.2023):
```
onda install -c conda-forge icecream
```

python-hunter (🥉22 · ⭐ 780 · 💤) - Hunter is a flexible code tracing toolkit. BSD-2

GitHub (👨‍💻 9 · 🔀 45 · 📦 170 · 📋 97 - 44% open · ⏱️ 26.04.2023):
```
it clone https://github.com/ionelmc/python-hunter
```
PyPi (📥 8.9K / month · 📦 26 · ⏱️ 26.04.2023):
```
ip install hunter
```
Conda (📥 61K · ⏱️ 30.09.2023):
```
onda install -c conda-forge hunter
```

pyrasite (🥉21 · ⭐ 2.8K) - Inject code into running Python processes. ❗️GPL-3.0

GitHub (👨‍💻 24 · 🔀 200 · 📦 57 · 📋 57 - 71% open · ⏱️ 08.10.2023):
```
it clone https://github.com/lmacken/pyrasite
```
PyPi (📥 6.6K / month · 📦 6 · ⏱️ 09.05.2012):
```
ip install pyrasite
```

python-manhole (🥉21 · ⭐ 360) - Debugging manhole for python applications. BSD-2

GitHub (👨‍💻 11 · 🔀 23 · 📦 280 · 📋 22 - 31% open · ⏱️ 18.12.2023):
```
it clone https://github.com/ionelmc/python-manhole
```
PyPi (📥 35K / month · 📦 37 · ⏱️ 08.04.2021):
```
ip install manhole
```
Conda (📥 20K · ⏱️ 16.06.2023):
```
onda install -c conda-forge manhole
```

Birdseye (🥉20 · ⭐ 1.6K) - Graphical Python debugger which lets you easily view the values of all.. MIT

GitHub (👨‍💻 10 · 🔀 74 · 📋 57 - 36% open · ⏱️ 16.10.2023):
```
it clone https://github.com/alexmojaki/birdseye
```
PyPi (📥 1.2K / month · 📦 4 · ⏱️ 16.10.2023):
```
ip install birdseye
```

reloadium (🥉19 · ⭐ 2.7K) - Hot Reloading and Profiling for Python. Apache-2

GitHub (👨‍💻 3 · 🔀 55 · 📋 130 - 12% open · ⏱️ 10.04.2024):
```
it clone https://github.com/reloadware/reloadium
```
PyPi (📥 4.9K / month · ⏱️ 10.04.2024):
```
ip install reloadium
```

Show 2 hidden projects...

pdbpp (🥈28 · ⭐ 1.2K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
snoop (🥉24 · ⭐ 1.2K · 💀) - A powerful set of Python debugging tools, based on PySnooper. MIT

Testing Tools

🔗 best-of-web-python - Testing ( ⭐ 2.2K) - Testing libraries & tools for python web frameworks.

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

pytest (🥇48 · ⭐ 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT

GitHub (👨‍💻 960 · 🔀 2.5K · 📥 110 · 📦 1.2M · 📋 5.7K - 14% open · ⏱️ 23.04.2024):
```
it clone https://github.com/pytest-dev/pytest
```
PyPi (📥 120M / month · 📦 26K · ⏱️ 09.03.2024):
```
ip install pytest
```
Conda (📥 25M · ⏱️ 09.03.2024):
```
onda install -c conda-forge pytest
```

hypothesis (🥇42 · ⭐ 7.3K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0

GitHub (👨‍💻 330 · 🔀 560 · 📦 26K · 📋 1.5K - 2% open · ⏱️ 08.04.2024):
```
it clone https://github.com/HypothesisWorks/hypothesis
```
PyPi (📥 7.4M / month · 📦 2.5K · ⏱️ 08.04.2024):
```
ip install hypothesis
```
Conda (📥 8.6M · ⏱️ 08.04.2024):
```
onda install -c conda-forge hypothesis
```

robotframework (🥇40 · ⭐ 9.1K) - Generic automation framework for acceptance testing and RPA. Apache-2

GitHub (👨‍💻 200 · 🔀 2.2K · 📥 550 · 📦 10K · 📋 4.4K - 7% open · ⏱️ 24.04.2024):
```
it clone https://github.com/robotframework/robotframework
```
PyPi (📥 2.6M / month · 📦 1.2K · ⏱️ 11.01.2024):
```
ip install robotframework
```

Conda (📥 170K · ⏱️ 11.01.2024):

onda install -c conda-forge robotframework

tox (🥇39 · ⭐ 3.5K) - Command line driven CI frontend and development task automation tool. MIT

GitHub (👨‍💻 300 · 🔀 490 · 📦 110K · 📋 1.7K - 5% open · ⏱️ 23.04.2024):
```
it clone https://github.com/tox-dev/tox
```
PyPi (📥 14M / month · 📦 23K · ⏱️ 22.03.2024):
```
ip install tox
```
Conda (📥 910K · ⏱️ 23.03.2024):
```
onda install -c conda-forge tox
```

pytest-cov (🥇39 · ⭐ 1.7K) - Coverage plugin for pytest. MIT

GitHub (👨‍💻 89 · 🔀 210 · 📦 310K · 📋 390 - 37% open · ⏱️ 24.03.2024):
```
it clone https://github.com/pytest-dev/pytest-cov
```
PyPi (📥 52M / month · 📦 37K · ⏱️ 24.03.2024):
```
ip install pytest-cov
```
Conda (📥 11M · ⏱️ 26.03.2024):
```
onda install -c conda-forge pytest-cov
```

pytest-xdist (🥇39 · ⭐ 1.4K) - pytest plugin for distributed testing and loop-on-failures.. MIT

GitHub (👨‍💻 100 · 🔀 220 · 📥 29 · 📦 97K · 📋 620 - 40% open · ⏱️ 23.04.2024):
```
it clone https://github.com/pytest-dev/pytest-xdist
```
PyPi (📥 21M / month · 📦 5.8K · ⏱️ 19.04.2024):
```
ip install pytest-xdist
```

Conda (📥 5.9M · ⏱️ 21.11.2023):

onda install -c conda-forge pytest-xdist

playwright-python (🥈37 · ⭐ 11K) - Python version of the Playwright testing and automation.. Apache-2

GitHub (👨‍💻 38 · 🔀 810 · 📦 15K · 📋 1.3K - 3% open · ⏱️ 22.04.2024):
```
it clone https://github.com/microsoft/playwright-python
```
PyPi (📥 3.1M / month · 📦 570 · ⏱️ 09.04.2024):
```
ip install playwright
```

pytest-asyncio (🥈37 · ⭐ 1.3K) - Asyncio support for pytest. Apache-2

GitHub (👨‍💻 46 · 🔀 140 · 📥 1.2K · 📦 94K · 📋 320 - 17% open · ⏱️ 21.04.2024):
```
it clone https://github.com/pytest-dev/pytest-asyncio
```
PyPi (📥 12M / month · 📦 2.1K · ⏱️ 19.03.2024):
```
ip install pytest-asyncio
```

Conda (📥 1.9M · ⏱️ 19.03.2024):

onda install -c conda-forge pytest-asyncio

pyautogui (🥈36 · ⭐ 9.6K · 💤) - A cross-platform GUI automation Python module for human beings... BSD-3

GitHub (👨‍💻 52 · 🔀 1.2K · 📦 34K · 📋 730 - 68% open · ⏱️ 07.06.2023):
```
it clone https://github.com/asweigart/pyautogui
```
PyPi (📥 730K / month · 📦 960 · ⏱️ 24.05.2023):
```
ip install pyautogui
```
Conda (📥 220K · ⏱️ 16.10.2023):
```
onda install -c conda-forge pyautogui
```

freezegun (🥈35 · ⭐ 4K) - Let your Python tests travel through time. Apache-2

GitHub (👨‍💻 120 · 🔀 260 · 📥 17 · 📋 330 - 41% open · ⏱️ 23.04.2024):
```
it clone https://github.com/spulec/freezegun
```
PyPi (📥 11M / month · 📦 4.7K · ⏱️ 23.04.2024):
```
ip install freezegun
```
Conda (📥 1.5M · ⏱️ 24.04.2024):
```
onda install -c conda-forge freezegun
```

pytest-mock (🥈35 · ⭐ 1.8K) - Thin-wrapper around the mock package for easier use with pytest. MIT

GitHub (👨‍💻 71 · 🔀 140 · 📥 24 · 📦 78K · 📋 160 - 7% open · ⏱️ 23.04.2024):
```
it clone https://github.com/pytest-dev/pytest-mock
```
PyPi (📥 20M / month · 📦 5.9K · ⏱️ 21.03.2024):
```
ip install pytest-mock
```

Conda (📥 2.6M · ⏱️ 22.03.2024):

onda install -c conda-forge pytest-mock

pytest-bdd (🥈34 · ⭐ 1.3K) - BDD library for the py.test runner. MIT

GitHub (👨‍💻 61 · 🔀 210 · 📦 3.4K · 📋 360 - 39% open · ⏱️ 17.03.2024):
```
it clone https://github.com/pytest-dev/pytest-bdd
```
PyPi (📥 1.2M / month · 📦 190 · ⏱️ 17.03.2024):
```
ip install pytest-bdd
```
Conda (📥 57K · ⏱️ 17.03.2024):
```
onda install -c conda-forge pytest-bdd
```

pytest-html (🥈34 · ⭐ 660) - Plugin for generating HTML reports for pytest results. MIT

GitHub (👨‍💻 56 · 🔀 260 · 📦 46K · 📋 400 - 36% open · ⏱️ 24.04.2024):
```
it clone https://github.com/pytest-dev/pytest-html
```
PyPi (📥 7.9M / month · 📦 850 · ⏱️ 07.11.2023):
```
ip install pytest-html
```

Conda (📥 520K · ⏱️ 23.11.2023):

onda install -c conda-forge pytest-html

mimesis (🥈33 · ⭐ 4.3K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT

GitHub (👨‍💻 120 · 🔀 320 · 📥 570 · 📦 1.7K · 📋 360 - 4% open · ⏱️ 05.04.2024):
```
it clone https://github.com/lk-geimfari/mimesis
```
PyPi (📥 190K / month · 📦 78 · ⏱️ 04.04.2024):
```
ip install mimesis
```
Conda (📥 190K · ⏱️ 24.01.2024):
```
onda install -c conda-forge mimesis
```

nox (🥈33 · ⭐ 1.2K) - Flexible test automation for Python. Apache-2

GitHub (👨‍💻 95 · 🔀 140 · 📦 5.2K · 📋 360 - 14% open · ⏱️ 24.04.2024):
```
it clone https://github.com/theacodes/nox
```
PyPi (📥 2.3M / month · 📦 510 · ⏱️ 15.04.2024):
```
ip install nox
```
Conda (📥 280K · ⏱️ 17.04.2024):
```
onda install -c conda-forge nox
```

asv (🥈33 · ⭐ 840) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3

GitHub (👨‍💻 81 · 🔀 180 · 📥 300 · 📦 1.1K · 📋 590 - 22% open · ⏱️ 25.02.2024):
```
it clone https://github.com/airspeed-velocity/asv
```
PyPi (📥 94K / month · 📦 93 · ⏱️ 25.02.2024):
```
ip install asv
```
Conda (📥 780K · ⏱️ 25.02.2024):
```
onda install -c conda-forge asv
```

nose2 (🥈33 · ⭐ 770) - The successor to nose, based on unittest2. BSD-2

GitHub (👨‍💻 77 · 🔀 140 · 📦 25K · 📋 270 - 18% open · ⏱️ 31.01.2024):
```
it clone https://github.com/nose-devs/nose2
```
PyPi (📥 800K / month · 📦 1.1K · ⏱️ 28.01.2024):
```
ip install nose2
```
Conda (📥 130K · ⏱️ 16.06.2023):
```
onda install -c conda-forge nose2
```

pytest-sugar (🥉32 · ⭐ 1.2K) - a plugin for py.test that changes the default look and feel.. BSD-3

GitHub (👨‍💻 53 · 🔀 73 · 📥 19 · 📦 25K · 📋 120 - 18% open · ⏱️ 12.02.2024):
```
it clone https://github.com/Teemu/pytest-sugar
```
PyPi (📥 1.7M / month · 📦 2.9K · ⏱️ 01.02.2024):
```
ip install pytest-sugar
```

Conda (📥 230K · ⏱️ 05.02.2024):

onda install -c conda-forge pytest-sugar

factory_boy (🥉31 · ⭐ 3.4K) - A test fixtures replacement for Python. MIT

GitHub (👨‍💻 130 · 🔀 380 · 📋 610 - 31% open · ⏱️ 25.04.2024):
```
it clone https://github.com/FactoryBoy/factory_boy
```
PyPi (📥 4.1M / month · 📦 850 · ⏱️ 19.07.2023):
```
ip install factory_boy
```

Conda (📥 140K · ⏱️ 19.07.2023):

onda install -c conda-forge factory_boy

green (🥉30 · ⭐ 780) - Green is a clean, colorful, fast python test runner. MIT

GitHub (👨‍💻 40 · 🔀 75 · 📦 1.2K · 📋 180 - 2% open · ⏱️ 24.04.2024):
```
it clone https://github.com/CleanCut/green
```
PyPi (📥 13K / month · 📦 240 · ⏱️ 18.04.2024):
```
ip install green
```
Conda (📥 140K · ⏱️ 28.09.2023):
```
onda install -c conda-forge green
```

coveralls-python (🥉30 · ⭐ 550 · 💤) - Show coverage stats online via coveralls.io. MIT

GitHub (👨‍💻 64 · 🔀 190 · 📦 33K · 📋 170 - 15% open · ⏱️ 14.08.2023):
```
it clone https://github.com/TheKevJames/coveralls-python
```
PyPi (📥 770K / month · 📦 9.6K · ⏱️ 11.11.2021):
```
ip install coveralls
```
Conda (📥 1.1M · ⏱️ 16.06.2023):
```
onda install -c conda-forge coveralls
```

pytest-testinfra (🥉29 · ⭐ 2.3K) - Testinfra test your infrastructures. Apache-2

GitHub (👨‍💻 140 · 🔀 350 · 📋 350 - 37% open · ⏱️ 15.02.2024):
```
it clone https://github.com/pytest-dev/pytest-testinfra
```
PyPi (📥 520K / month · 📦 11 · ⏱️ 15.02.2024):
```
ip install pytest-testinfra
```

Conda (📥 16K · ⏱️ 19.11.2023):

onda install -c conda-forge pytest-testinfra

pytest-benchmark (🥉29 · ⭐ 1.2K) - py.test fixture for benchmarking code. BSD-2

GitHub (👨‍💻 41 · 🔀 110 · 📦 8.6K · 📋 190 - 53% open · ⏱️ 15.12.2023):
```
it clone https://github.com/ionelmc/pytest-benchmark
```
PyPi (📥 2M / month · 📦 830 · ⏱️ 25.10.2022):
```
ip install pytest-benchmark
```

Conda (📥 2M · ⏱️ 16.06.2023):

onda install -c conda-forge pytest-benchmark

ddt (🥉29 · ⭐ 440) - Data-Driven Tests for Python Unittest. MIT

GitHub (👨‍💻 38 · 🔀 110 · 📦 5.6K · 📋 57 - 19% open · ⏱️ 26.02.2024):
```
it clone https://github.com/datadriventests/ddt
```
PyPi (📥 570K / month · 📦 1.4K · ⏱️ 26.02.2024):
```
ip install ddt
```
Conda (📥 93K · ⏱️ 26.02.2024):
```
onda install -c conda-forge ddt
```

pytest-randomly (🥉28 · ⭐ 580) - Pytest plugin to randomly order tests and control random.seed. MIT

GitHub (👨‍💻 20 · 🔀 31 · 📦 8.3K · 📋 62 - 11% open · ⏱️ 22.04.2024):
```
it clone https://github.com/pytest-dev/pytest-randomly
```
PyPi (📥 3M / month · 📦 320 · ⏱️ 15.08.2023):
```
ip install pytest-randomly
```

Conda (📥 190K · ⏱️ 15.08.2023):

onda install -c conda-forge pytest-randomly

pytest-testmon (🥉27 · ⭐ 780) - Selects tests affected by changed files. Executes the right.. MIT

GitHub (👨‍💻 25 · 🔀 53 · 📦 1.2K · 📋 160 - 19% open · ⏱️ 27.02.2024):
```
it clone https://github.com/tarpas/pytest-testmon
```
PyPi (📥 220K / month · 📦 14 · ⏱️ 27.02.2024):
```
ip install pytest-testmon
```

Conda (📥 41K · ⏱️ 16.06.2023):

onda install -c conda-forge pytest-testmon

pytest-docker (🥉27 · ⭐ 390) - Docker-based integration tests. MIT

GitHub (👨‍💻 23 · 🔀 67 · 📥 140 · 📦 910 · 📋 52 - 28% open · ⏱️ 02.02.2024):
```
it clone https://github.com/avast/pytest-docker
```
PyPi (📥 200K / month · 📦 61 · ⏱️ 02.02.2024):
```
ip install pytest-docker
```

pytest-mypy (🥉27 · ⭐ 240) - Mypy static type checker plugin for Pytest. MIT

GitHub (👨‍💻 16 · 🔀 33 · 📦 4K · 📋 64 - 15% open · ⏱️ 12.03.2024):
```
it clone https://github.com/dbader/pytest-mypy
```
PyPi (📥 430K / month · 📦 520 · ⏱️ 18.12.2022):
```
ip install pytest-mypy
```

Conda (📥 96K · ⏱️ 10.04.2024):

onda install -c conda-forge pytest-mypy

Mamba Test Runner (🥉26 · ⭐ 520) - The definitive testing tool for Python. Born under the banner.. MIT

GitHub (👨‍💻 23 · 🔀 64 · 📦 950 · 📋 100 - 50% open · ⏱️ 09.11.2023):
```
it clone https://github.com/nestorsalceda/mamba
```
PyPi (📥 10K / month · 📦 130 · ⏱️ 09.11.2023):
```
ip install mamba
```

xdoctest (🥉24 · ⭐ 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2

GitHub (👨‍💻 9 · 🔀 10 · 📋 49 - 42% open · ⏱️ 30.01.2024):
```
it clone https://github.com/Erotemic/xdoctest
```
PyPi (📥 240K / month · 📦 120 · ⏱️ 30.01.2024):
```
ip install xdoctest
```
Conda (📥 210K · ⏱️ 30.01.2024):
```
onda install -c conda-forge xdoctest
```

pytest-datadir (🥉23 · ⭐ 230) - pytest plugin for manipulating test data directories and.. MIT

GitHub (👨‍💻 11 · 🔀 22 · 📥 4 · 📦 1.7K · 📋 20 - 30% open · ⏱️ 15.04.2024):
```
it clone https://github.com/gabrielcnr/pytest-datadir
```
PyPi (📥 340K / month · 📦 140 · ⏱️ 03.10.2023):
```
ip install pytest-datadir
```

Conda (📥 250K · ⏱️ 03.10.2023):

onda install -c conda-forge pytest-datadir

Show 10 hidden projects...

nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
uiautomator (🥉26 · ⭐ 2K · 💀) - Python wrapper of Android uiautomator test tool. MIT
PyHamcrest (🥉26 · ⭐ 740) - Hamcrest matchers for Python. ❗Unlicensed
pytest-plugins (🥉24 · ⭐ 550 · 💀) - A grab-bag of nifty pytest plugins. MIT
pytest-lazy-fixture (🥉24 · ⭐ 360 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT
pytest-watch (🥉23 · ⭐ 720 · 💀) - Local continuous test runner with pytest and watchdog. MIT
sixpack (🥉22 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
assertpy (🥉19 · ⭐ 430 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
fake2db (🥉17 · ⭐ 2.3K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0
pytest-play (🥉15 · ⭐ 68 · 💀) - pytest plugin that let you automate actions and.. Apache-2

Code Packaging

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

pyinstaller (🥇42 · ⭐ 11K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0

GitHub (👨‍💻 470 · 🔀 1.9K · 📥 750K · 📦 57K · 📋 5.3K - 5% open · ⏱️ 22.04.2024):
```
it clone https://github.com/pyinstaller/pyinstaller
```
PyPi (📥 2.2M / month · 📦 470 · ⏱️ 13.04.2024):
```
ip install pyinstaller
```

Conda (📥 550K · ⏱️ 14.04.2024):

onda install -c conda-forge pyinstaller

Nuitka (🥇39 · ⭐ 11K · 📉) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2

GitHub (👨‍💻 170 · 🔀 580 · 📦 2K · 📋 2.2K - 5% open · ⏱️ 25.04.2024):
```
it clone https://github.com/Nuitka/Nuitka
```
PyPi (📥 130K / month · 📦 75 · ⏱️ 19.04.2024):
```
ip install nuitka
```
Conda (📥 650K · ⏱️ 19.04.2024):
```
onda install -c conda-forge nuitka
```

packaging (🥈37 · ⭐ 580) - Core utilities for Python packages. Apache-2

GitHub (👨‍💻 110 · 🔀 230 · 📥 800 · 📦 1.1M · 📋 370 - 22% open · ⏱️ 08.04.2024):
```
it clone https://github.com/pypa/packaging
```
PyPi (📥 340M / month · 📦 21K · ⏱️ 10.03.2024):
```
ip install packaging
```
Conda (📥 45M · ⏱️ 10.03.2024):
```
onda install -c conda-forge packaging
```

pex (🥈33 · ⭐ 2.5K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2

GitHub (👨‍💻 120 · 🔀 250 · 📥 4.2M · 📦 580 · 📋 1.1K - 13% open · ⏱️ 20.04.2024):
```
it clone https://github.com/pantsbuild/pex
```
PyPi (📥 1.5M / month · 📦 140 · ⏱️ 12.04.2024):
```
ip install pex
```

briefcase (🥈33 · ⭐ 2.3K) - Tools to support converting a Python project into a standalone.. BSD-3

GitHub (👨‍💻 140 · 🔀 320 · 📥 260 · 📦 540 · 📋 730 - 17% open · ⏱️ 25.04.2024):
```
it clone https://github.com/beeware/briefcase
```
PyPi (📥 8.2K / month · 📦 19 · ⏱️ 06.02.2024):
```
ip install briefcase
```

cx_Freeze (🥈32 · ⭐ 1.2K) - cx_Freeze creates standalone executables from Python scripts,.. Python-2.0

GitHub (👨‍💻 110 · 🔀 210 · 📋 940 - 6% open · ⏱️ 25.04.2024):
```
it clone https://github.com/marcelotduarte/cx_Freeze
```
PyPi (📥 150K / month · 📦 72 · ⏱️ 21.04.2024):
```
ip install cx_freeze
```
Conda (📥 300K · ⏱️ 21.04.2024):
```
onda install -c conda-forge cx_freeze
```

py2app (🥉28 · ⭐ 320 · 💤) - py2app is a Python setuptools command which will allow you to make.. MIT

GitHub (👨‍💻 31 · 🔀 35 · 📦 4.8K · 📋 490 - 37% open · ⏱️ 16.04.2023):
```
it clone https://github.com/ronaldoussoren/py2app
```
PyPi (📥 25K / month · 📦 830 · ⏱️ 26.01.2024):
```
ip install py2app
```

shiv (🥉25 · ⭐ 1.7K) - shiv is a command line utility for building fully self contained Python.. BSD-2

GitHub (👨‍💻 41 · 🔀 95 · 📥 750 · 📋 130 - 40% open · ⏱️ 05.02.2024):
```
it clone https://github.com/linkedin/shiv
```
PyPi (📥 26K / month · 📦 14 · ⏱️ 05.02.2024):
```
ip install shiv
```

constructor (🥉25 · ⭐ 440) - tool for creating installers from conda packages. BSD-3

GitHub (👨‍💻 70 · 🔀 170 · 📥 280 · 📦 18 · 📋 350 - 9% open · ⏱️ 25.04.2024):
```
it clone https://github.com/conda/constructor
```
Conda (📥 9.9K · ⏱️ 02.04.2024):
```
onda install -c anaconda constructor
```

pynsist (🥉24 · ⭐ 870) - Build Windows installers for Python applications. MIT

GitHub (👨‍💻 31 · 🔀 120 · 📦 220 · 📋 180 - 17% open · ⏱️ 09.04.2024):
```
it clone https://github.com/takluyver/pynsist
```
PyPi (📥 3.4K / month · 📦 51 · ⏱️ 21.03.2022):
```
ip install pynsist
```

py2exe (🥉23 · ⭐ 750) - Create standalone Windows programs from Python code. MIT

GitHub (👨‍💻 20 · 🔀 90 · 📥 17K · 📦 2K · 📋 160 - 12% open · ⏱️ 08.10.2023):
```
it clone https://github.com/py2exe/py2exe
```
PyPi (📥 18K / month · 📦 180 · ⏱️ 07.10.2023):
```
ip install py2exe
```

xar (🥉20 · ⭐ 1.6K) - executable archive format. BSD-3

GitHub (👨‍💻 44 · 🔀 55 · 📦 29 · 📋 33 - 24% open · ⏱️ 28.12.2023):
```
it clone https://github.com/facebookincubator/xar
```
PyPi (📥 570 / month · ⏱️ 02.12.2020):
```
ip install xar
```

Show 3 hidden projects...

PyOxidizer (🥉28 · ⭐ 5.2K · 💀) - A modern Python application packaging and distribution tool. MPL-2.0
subpar (🥉13 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python.. Apache-2
pyship (🥉11 · ⭐ 38 · 💤) - pyship - ship Python desktop apps to end users. MIT

Build Tools

setuptools (🥇47 · ⭐ 2.3K) - Official project repository for the Setuptools build system. MIT

GitHub (👨‍💻 600 · 🔀 1.1K · 📦 500K · 📋 2.5K - 24% open · ⏱️ 25.04.2024):
```
it clone https://github.com/pypa/setuptools
```
PyPi (📥 390M / month · 📦 41K · ⏱️ 13.04.2024):
```
ip install setuptools
```
Conda (📥 110M · ⏱️ 14.04.2024):
```
onda install -c conda-forge setuptools
```

twine (🥇39 · ⭐ 1.5K) - Utilities for interacting with PyPI. Apache-2

GitHub (👨‍💻 120 · 🔀 310 · 📥 7 · 📦 100K · 📋 510 - 11% open · ⏱️ 24.04.2024):
```
it clone https://github.com/pypa/twine
```
PyPi (📥 6.1M / month · 📦 17K · ⏱️ 11.02.2024):
```
ip install twine
```
Conda (📥 950K · ⏱️ 11.02.2024):
```
onda install -c conda-forge twine
```

wheel (🥈37 · ⭐ 480) - The official binary distribution format for Python. MIT

GitHub (👨‍💻 80 · 🔀 140 · 📦 270K · 📋 390 - 11% open · ⏱️ 01.04.2024):
```
it clone https://github.com/pypa/wheel
```
PyPi (📥 440M / month · 📦 38K · ⏱️ 11.03.2024):
```
ip install wheel
```
Conda (📥 89M · ⏱️ 27.03.2024):
```
onda install -c conda-forge wheel
```

buildbot (🥈36 · ⭐ 5.2K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0

GitHub (👨‍💻 860 · 🔀 1.6K · 📥 37K · 📦 350 · 📋 1.6K - 44% open · ⏱️ 21.04.2024):
```
it clone https://github.com/buildbot/buildbot
```
PyPi (📥 17K / month · 📦 460 · ⏱️ 04.03.2024):
```
ip install buildbot
```
Conda (📥 94K · ⏱️ 04.03.2024):
```
onda install -c conda-forge buildbot
```

scons (🥈36 · ⭐ 1.9K) - SCons - a software construction tool. MIT

GitHub (👨‍💻 160 · 🔀 300 · 📥 1.5K · 📋 3.4K - 19% open · ⏱️ 12.04.2024):
```
it clone https://github.com/SCons/scons
```
PyPi (📥 680K / month · 📦 66 · ⏱️ 18.03.2024):
```
ip install scons
```
Conda (📥 560K · ⏱️ 18.03.2024):
```
onda install -c conda-forge scons
```

invoke (🥈35 · ⭐ 4.2K) - Pythonic task management & command execution. BSD-2

GitHub (👨‍💻 60 · 🔀 360 · 📦 25K · 📋 800 - 49% open · ⏱️ 01.12.2023):
```
it clone https://github.com/pyinvoke/invoke
```
PyPi (📥 9.3M / month · 📦 2.9K · ⏱️ 12.07.2023):
```
ip install invoke
```
Conda (📥 970K · ⏱️ 13.07.2023):
```
onda install -c conda-forge invoke
```

setuptools_scm (🥉33 · ⭐ 810) - the blessed package to manage your versions by scm tags. MIT

GitHub (👨‍💻 140 · 🔀 220 · 📋 570 - 15% open · ⏱️ 22.04.2024):
```
it clone https://github.com/pypa/setuptools_scm
```
PyPi (📥 29M / month · 📦 830 · ⏱️ 02.10.2023):
```
ip install setuptools_scm
```

Conda (📥 2.3M · ⏱️ 21.03.2024):

onda install -c conda-forge setuptools_scm

flit (🥉30 · ⭐ 2.1K · 📉) - Simplified packaging of Python modules. BSD-3

GitHub (👨‍💻 71 · 🔀 130 · 📦 1.8K · 📋 410 - 31% open · ⏱️ 28.01.2024):
```
it clone https://github.com/pypa/flit
```
PyPi (📥 430K / month · 📦 560 · ⏱️ 14.05.2023):
```
ip install flit
```
Conda (📥 180K · ⏱️ 25.03.2024):
```
onda install -c conda-forge flit
```

pybuilder (🥉28 · ⭐ 1.6K) - Software build automation tool for Python. Apache-2

GitHub (👨‍💻 39 · 🔀 260 · 📋 520 - 19% open · ⏱️ 14.02.2024):
```
it clone https://github.com/pybuilder/pybuilder
```
PyPi (📥 23K / month · 📦 60 · ⏱️ 14.02.2024):
```
ip install pybuilder
```
Conda (📥 67K · ⏱️ 14.02.2024):
```
onda install -c conda-forge pybuilder
```

paver (🥉26 · ⭐ 460 · 💤) - Python-based project scripting. BSD-3

GitHub (👨‍💻 46 · 🔀 83 · 📋 130 - 30% open · ⏱️ 16.04.2023):
```
it clone https://github.com/paver/paver
```
PyPi (📥 82K / month · 📦 960 · ⏱️ 31.12.2017):
```
ip install paver
```
Conda (📥 28K · ⏱️ 16.06.2023):
```
onda install -c conda-forge paver
```

universal-build (🥉15 · ⭐ 21 · 💀) - Universal build utilities for containerized build pipelines. MIT

GitHub (👨‍💻 5 · 🔀 7 · 📥 19 · 📦 12 · 📋 4 - 25% open · ⏱️ 15.09.2022):
```
it clone https://github.com/ml-tooling/universal-build
```
PyPi (📥 330 / month · 📦 7 · ⏱️ 16.11.2021):
```
ip install universal-build
```

Show 3 hidden projects...

doit (🥉31 · ⭐ 1.8K · 💀) - task management & automation tool. MIT
buildout (🥉27 · ⭐ 570 · 💀) - Buildout is a deployment automation tool written in and.. ❗️ZPL-2.1
pynt (🥉18 · ⭐ 160 · 💀) - A pynt of Python build. MIT

System Monitoring & Profiling

psutil (🥇45 · ⭐ 9.9K) - Cross-platform lib for process and system monitoring in Python. BSD-3

GitHub (👨‍💻 210 · 🔀 1.4K · 📦 470K · 📋 1.7K - 17% open · ⏱️ 18.04.2024):
```
it clone https://github.com/giampaolo/psutil
```
PyPi (📥 100M / month · 📦 18K · ⏱️ 19.01.2024):
```
ip install psutil
```
Conda (📥 30M · ⏱️ 08.02.2024):
```
onda install -c conda-forge psutil
```

Glances (🥇37 · ⭐ 25K · 📉) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0

GitHub (👨‍💻 190 · 🔀 1.4K · 📥 1.6K · 📦 870 · 📋 1.8K - 12% open · ⏱️ 24.04.2024):
```
it clone https://github.com/nicolargo/glances
```
PyPi (📥 260K / month · 📦 52 · ⏱️ 23.03.2024):
```
ip install glances
```
Conda (📥 210K · ⏱️ 24.03.2024):
```
onda install -c conda-forge glances
```

memray (🥈33 · ⭐ 13K) - Memray is a memory profiler for Python. Apache-2

GitHub (👨‍💻 46 · 🔀 360 · 📦 370 · 📋 170 - 13% open · ⏱️ 18.04.2024):
```
it clone https://github.com/bloomberg/memray
```
PyPi (📥 550K / month · 📦 24 · ⏱️ 10.04.2024):
```
ip install memray
```
Conda (📥 100K · ⏱️ 11.04.2024):
```
onda install -c conda-forge memray
```

Scalene (🥈33 · ⭐ 11K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

GitHub (👨‍💻 49 · 🔀 380 · 📦 610 · 📋 450 - 34% open · ⏱️ 24.04.2024):
```
it clone https://github.com/plasma-umass/scalene
```
PyPi (📥 35K / month · 📦 7 · ⏱️ 15.04.2024):
```
ip install scalene
```

py-spy (🥈32 · ⭐ 12K) - Sampling profiler for Python programs. MIT

GitHub (👨‍💻 38 · 🔀 390 · 📥 17K · 📦 3.9K · 📋 360 - 47% open · ⏱️ 27.02.2024):
```
it clone https://github.com/benfred/py-spy
```
PyPi (📥 2M / month · 📦 54 · ⏱️ 07.09.2022):
```
ip install py-spy
```
Conda (📥 520K · ⏱️ 16.06.2023):
```
onda install -c conda-forge py-spy
```
Cargo (📥 1.8K / month · 📦 1 · ⏱️ 07.09.2022):
```
argo install py-spy
```

pyinstrument (🥈31 · ⭐ 6.1K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3

GitHub (👨‍💻 55 · 🔀 220 · 📦 2.2K · 📋 140 - 18% open · ⏱️ 12.03.2024):
```
it clone https://github.com/joerick/pyinstrument
```
PyPi (📥 1.1M / month · 📦 140 · ⏱️ 26.01.2024):
```
ip install pyinstrument
```

Conda (📥 310K · ⏱️ 26.01.2024):

onda install -c conda-forge pyinstrument

Yappi (🥈30 · ⭐ 1.4K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT

GitHub (👨‍💻 31 · 🔀 71 · 📦 1.2K · 📋 80 - 25% open · ⏱️ 18.12.2023):
```
it clone https://github.com/sumerc/yappi
```
PyPi (📥 3.5M / month · 📦 350 · ⏱️ 07.12.2023):
```
ip install yappi
```
Conda (📥 170K · ⏱️ 07.12.2023):
```
onda install -c conda-forge yappi
```

memory-profiler (🥉28 · ⭐ 4.2K) - Monitor Memory usage of Python code. BSD-3

GitHub (👨‍💻 100 · 🔀 370 · 📋 250 - 53% open · ⏱️ 16.04.2024):
```
it clone https://github.com/pythonprofilers/memory_profiler
```
PyPi (📥 1.5M / month · 📦 260 · ⏱️ 15.11.2022):
```
ip install memory_profiler
```

Conda (📥 620K · ⏱️ 16.06.2023):

onda install -c conda-forge memory_profiler

Diamond (🥉28 · ⭐ 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT

GitHub (👨‍💻 390 · 🔀 600 · 📦 170 · 📋 300 - 44% open · ⏱️ 01.11.2023):
```
it clone https://github.com/python-diamond/Diamond
```
PyPi (📥 7.2K / month · 📦 34 · ⏱️ 25.11.2016):
```
ip install diamond
```

line_profiler (🥉27 · ⭐ 2.5K) - Line-by-line profiling for Python. BSD-3

GitHub (👨‍💻 43 · 🔀 110 · 📋 94 - 43% open · ⏱️ 05.12.2023):
```
it clone https://github.com/pyutils/line_profiler
```
PyPi (📥 500K / month · 📦 100 · ⏱️ 03.11.2023):
```
ip install line_profiler
```

Conda (📥 700K · ⏱️ 27.09.2023):

onda install -c conda-forge line_profiler

Show 8 hidden projects...

Bpytop (🥉29 · ⭐ 9.9K · 💀) - Linux/OSX/FreeBSD resource monitor. Apache-2
memory_profiler (🥉26 · ⭐ 4K · 💀) - Monitor Memory usage of Python code. BSD-3
pympler (🥉26 · ⭐ 1.1K · 💀) - Development tool to measure, monitor and analyze the memory.. Apache-2
vprof (🥉23 · ⭐ 3.9K · 💀) - Visual profiler for Python. BSD-2
Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
heartrate (🥉19 · ⭐ 1.7K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
pyheat (🥉18 · ⭐ 820 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
livepython (🥉13 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time. MIT

AST Tools

executing (🥇30 · ⭐ 310) - Get information about what a Python frame is currently doing,.. MIT

GitHub (👨‍💻 10 · 🔀 31 · 📦 170K · 📋 43 - 41% open · ⏱️ 06.11.2023):
```
it clone https://github.com/alexmojaki/executing
```
PyPi (📥 32M / month · 📦 260 · ⏱️ 29.10.2023):
```
ip install executing
```
Conda (📥 11M · ⏱️ 29.10.2023):
```
onda install -c conda-forge executing
```

astor (🥈28 · ⭐ 780) - Python AST read/write. BSD-3

GitHub (👨‍💻 35 · 🔀 98 · 📋 120 - 33% open · ⏱️ 30.03.2024):
```
it clone https://github.com/berkerpeksag/astor
```
PyPi (📥 7.1M / month · 📦 2.2K · ⏱️ 10.12.2019):
```
ip install astor
```
Conda (📥 2.3M · ⏱️ 16.06.2023):
```
onda install -c conda-forge astor
```

typed_ast (🥈28 · ⭐ 230 · 💤) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2

GitHub (👨‍💻 26 · 🔀 57 · 📋 87 - 1% open · ⏱️ 03.07.2023):
```
it clone https://github.com/python/typed_ast
```
PyPi (📥 6.6M / month · 📦 5.6K · ⏱️ 04.07.2023):
```
ip install typed_ast
```
Conda (📥 6.3M · ⏱️ 22.09.2023):
```
onda install -c conda-forge typed-ast
```

gast (🥉27 · ⭐ 140) - Python AST that abstracts the underlying Python version. BSD-3

GitHub (👨‍💻 10 · 🔀 32 · 📦 150K · 📋 36 - 5% open · ⏱️ 19.12.2023):
```
it clone https://github.com/serge-sans-paille/gast
```
PyPi (📥 20M / month · 📦 2K · ⏱️ 29.04.2023):
```
ip install gast
```
Conda (📥 2.6M · ⏱️ 03.07.2023):
```
onda install -c conda-forge gast
```

asteval (🥉20) - minimalistic evaluator of python expression using ast module. MIT

GitHub (👨‍💻 24 · ⏱️ 06.11.2023):

it clone https://github.com/newville/asteval

PyPi (📥 360K / month · 📦 180 · ⏱️ 03.03.2024):
```
ip install asteval
```
Conda (📥 380K · ⏱️ 03.03.2024):
```
onda install -c conda-forge asteval
```

Show 1 hidden projects...

astunparse (🥈28 · ⭐ 220 · 💀) - An AST unparser for Python. BSD-3

Others

pre-commit (🥇41 · ⭐ 12K) - A framework for managing and maintaining multi-language pre-commit.. MIT

GitHub (👨‍💻 160 · 🔀 760 · 📥 1.3M · 📦 190K · 📋 2K - 1% open · ⏱️ 10.04.2024):
```
it clone https://github.com/pre-commit/pre-commit
```
PyPi (📥 20M / month · 📦 7.6K · ⏱️ 24.03.2024):
```
ip install pre-commit
```
Conda (📥 4.4M · ⏱️ 26.03.2024):
```
onda install -c conda-forge pre-commit
```

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