From 7c6b83ba133da3b4dfd7d9bd590d675858ced1d9 Mon Sep 17 00:00:00 2001 From: LukasMasuch Date: Thu, 16 Apr 2026 16:00:50 +0000 Subject: [PATCH] Update best-of list for version 2026.04.16 --- README.md | 806 ++++++++++++++++---------------- history/2026-04-16_changes.md | 20 + history/2026-04-16_projects.csv | 269 +++++++++++ latest-changes.md | 20 +- 4 files changed, 702 insertions(+), 413 deletions(-) create mode 100644 history/2026-04-16_changes.md create mode 100644 history/2026-04-16_projects.csv diff --git a/README.md b/README.md index 7b266a4..d334cf3 100644 --- a/README.md +++ b/README.md @@ -79,7 +79,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
ruff (🥇48 · ⭐ 47K) - An extremely fast Python linter and code formatter, written in Rust. MIT -- [GitHub](https://github.com/astral-sh/ruff) (👨‍💻 850 · 🔀 2K · 📥 4.4M · 📦 170K · 📋 7.9K - 20% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/astral-sh/ruff) (👨‍💻 850 · 🔀 2K · 📥 4.8M · 📦 180K · 📋 7.9K - 20% open · ⏱️ 16.04.2026): ``` git clone https://github.com/charliermarsh/ruff @@ -88,19 +88,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install ruff ``` -- [Conda](https://anaconda.org/conda-forge/ruff) (📥 6.4M · ⏱️ 03.04.2026): +- [Conda](https://anaconda.org/conda-forge/ruff) (📥 6.4M · ⏱️ 09.04.2026): ``` conda install -c conda-forge ruff ```
pylint (🥇44 · ⭐ 5.7K) - Its not just a linter that annoys you!. ❗️GPL-2.0 -- [GitHub](https://github.com/pylint-dev/pylint) (👨‍💻 640 · 🔀 1.2K · 📥 620 · 📦 490K · 📋 5.9K - 17% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/pylint-dev/pylint) (👨‍💻 640 · 🔀 1.2K · 📥 620 · 📦 490K · 📋 5.9K - 17% open · ⏱️ 13.04.2026): ``` git clone https://github.com/PyCQA/pylint ``` -- [PyPi](https://pypi.org/project/pylint) (📥 48M / month · 📦 12K · ⏱️ 20.02.2026): +- [PyPi](https://pypi.org/project/pylint) (📥 47M / month · 📦 12K · ⏱️ 20.02.2026): ``` pip install pylint ``` @@ -109,25 +109,25 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge pylint ```
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flake8 (🥇39 · ⭐ 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT +
flake8 (🥇40 · ⭐ 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT -- [GitHub](https://github.com/PyCQA/flake8) (👨‍💻 180 · 🔀 340 · 📦 690K · 📋 1.6K - 1% open · ⏱️ 05.04.2026): +- [GitHub](https://github.com/PyCQA/flake8) (👨‍💻 180 · 🔀 340 · 📦 690K · 📋 1.6K - 1% open · ⏱️ 14.04.2026): ``` git clone https://github.com/PyCQA/flake8 ``` -- [PyPi](https://pypi.org/project/flake8) (📥 54M / month · 📦 27K · ⏱️ 20.06.2025): +- [PyPi](https://pypi.org/project/flake8) (📥 55M / month · 📦 27K · ⏱️ 20.06.2025): ``` pip install flake8 ``` -- [Conda](https://anaconda.org/conda-forge/flake8) (📥 10M · ⏱️ 26.06.2025): +- [Conda](https://anaconda.org/conda-forge/flake8) (📥 11M · ⏱️ 26.06.2025): ``` conda install -c conda-forge flake8 ```
wemake-python-styleguide (🥇37 · ⭐ 2.8K) - The strictest and most opinionated python linter ever!. MIT -- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨‍💻 220 · 🔀 420 · 📦 18K · 📋 1.2K - 1% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨‍💻 220 · 🔀 420 · 📦 18K · 📋 1.2K - 1% open · ⏱️ 13.04.2026): ``` git clone https://github.com/wemake-services/wemake-python-styleguide @@ -139,36 +139,20 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
beartype (🥈36 · ⭐ 3.4K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT -- [GitHub](https://github.com/beartype/beartype) (👨‍💻 30 · 🔀 72 · 📦 11K · 📋 470 - 21% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/beartype/beartype) (👨‍💻 30 · 🔀 72 · 📦 11K · 📋 470 - 21% open · ⏱️ 16.04.2026): ``` git clone https://github.com/beartype/beartype ``` -- [PyPi](https://pypi.org/project/beartype) (📥 83M / month · 📦 900 · ⏱️ 13.12.2025): +- [PyPi](https://pypi.org/project/beartype) (📥 87M / month · 📦 900 · ⏱️ 13.12.2025): ``` pip install beartype ``` -- [Conda](https://anaconda.org/conda-forge/beartype) (📥 600K · ⏱️ 14.12.2025): +- [Conda](https://anaconda.org/conda-forge/beartype) (📥 610K · ⏱️ 14.12.2025): ``` conda install -c conda-forge beartype ```
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parso (🥈36 · ⭐ 670) - A Python Parser. MIT - -- [GitHub](https://github.com/davidhalter/parso) (👨‍💻 52 · 🔀 120 · 📦 600K · 📋 120 - 10% open · ⏱️ 03.04.2026): - - ``` - git clone https://github.com/davidhalter/parso - ``` -- [PyPi](https://pypi.org/project/parso) (📥 120M / month · 📦 1.1K · ⏱️ 09.02.2026): - ``` - pip install parso - ``` -- [Conda](https://anaconda.org/conda-forge/parso) (📥 35M · ⏱️ 09.02.2026): - ``` - conda install -c conda-forge parso - ``` -
pyflakes (🥈35 · ⭐ 1.4K · 💤) - A simple program which checks Python source files for errors. MIT - [GitHub](https://github.com/PyCQA/pyflakes) (👨‍💻 88 · 🔀 180 · 📦 330K · 📋 550 - 11% open · ⏱️ 20.06.2025): @@ -176,7 +160,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/PyCQA/pyflakes ``` -- [PyPi](https://pypi.org/project/pyflakes) (📥 62M / month · 📦 1.3K · ⏱️ 20.06.2025): +- [PyPi](https://pypi.org/project/pyflakes) (📥 63M / month · 📦 1.3K · ⏱️ 20.06.2025): ``` pip install pyflakes ``` @@ -201,46 +185,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge pycodestyle ```
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flake8-bugbear (🥈33 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT +
parso (🥈32 · ⭐ 670 · 📉) - A Python Parser. MIT -- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨‍💻 90 · 🔀 120 · 📦 42K · 📋 250 - 25% open · ⏱️ 16.03.2026): +- [GitHub](https://github.com/davidhalter/parso) (👨‍💻 52 · 🔀 120 · 📋 120 - 10% open · ⏱️ 03.04.2026): ``` - git clone https://github.com/PyCQA/flake8-bugbear + git clone https://github.com/davidhalter/parso ``` -- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 4.6M / month · 📦 1.5K · ⏱️ 29.11.2025): +- [PyPi](https://pypi.org/project/parso) (📥 120M / month · 📦 1.1K · ⏱️ 09.02.2026): ``` - pip install flake8-bugbear + pip install parso ``` -- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 900K · ⏱️ 02.12.2025): +- [Conda](https://anaconda.org/conda-forge/parso) (📥 35M · ⏱️ 09.02.2026): ``` - conda install -c conda-forge flake8-bugbear + conda install -c conda-forge parso ```
-
pylint-django (🥈30 · ⭐ 620) - Pylint plugin for improving code analysis for when.. ❗️GPL-3.0 +
flake8-bugbear (🥈31 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT -- [GitHub](https://github.com/pylint-dev/pylint-django) (👨‍💻 72 · 🔀 120 · 📥 430 · 📦 32K · 📋 240 - 27% open · ⏱️ 01.01.2026): +- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨‍💻 90 · 🔀 120 · 📋 250 - 25% open · ⏱️ 16.03.2026): ``` - git clone https://github.com/PyCQA/pylint-django + git clone https://github.com/PyCQA/flake8-bugbear ``` -- [PyPi](https://pypi.org/project/pylint-django) (📥 2M / month · 📦 160 · ⏱️ 01.01.2026): +- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 4.4M / month · 📦 1.5K · ⏱️ 29.11.2025): ``` - pip install pylint-django + pip install flake8-bugbear ``` -- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 430K · ⏱️ 02.01.2026): +- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 900K · ⏱️ 02.12.2025): ``` - conda install -c conda-forge pylint-django + conda install -c conda-forge flake8-bugbear ```
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mypy-protobuf (🥈29 · ⭐ 700) - open source tools to generate mypy stubs from protobufs. Apache-2 +
mypy-protobuf (🥈30 · ⭐ 700) - open source tools to generate mypy stubs from protobufs. Apache-2 - [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨‍💻 40 · 🔀 80 · 📦 4.5K · 📋 150 - 14% open · ⏱️ 13.01.2026): ``` git clone https://github.com/dropbox/mypy-protobuf ``` -- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 16M / month · 📦 270 · ⏱️ 13.01.2026): +- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 18M / month · 📦 270 · ⏱️ 13.01.2026): ``` pip install mypy-protobuf ``` @@ -249,6 +233,22 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge mypy-protobuf ```
+
pylint-django (🥈30 · ⭐ 620) - Pylint plugin for improving code analysis for when.. ❗️GPL-3.0 + +- [GitHub](https://github.com/pylint-dev/pylint-django) (👨‍💻 72 · 🔀 120 · 📥 430 · 📦 32K · 📋 240 - 27% open · ⏱️ 01.01.2026): + + ``` + git clone https://github.com/PyCQA/pylint-django + ``` +- [PyPi](https://pypi.org/project/pylint-django) (📥 2M / month · 📦 160 · ⏱️ 01.01.2026): + ``` + pip install pylint-django + ``` +- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 440K · ⏱️ 02.01.2026): + ``` + conda install -c conda-forge pylint-django + ``` +
hacking (🥈29 · ⭐ 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 - [GitHub](https://github.com/openstack/hacking) (👨‍💻 190 · 🔀 67 · 📦 7.9K · ⏱️ 12.02.2026): @@ -256,11 +256,27 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/openstack/hacking ``` -- [PyPi](https://pypi.org/project/hacking) (📥 190K / month · 📦 110 · ⏱️ 06.11.2025): +- [PyPi](https://pypi.org/project/hacking) (📥 170K / month · 📦 110 · ⏱️ 06.11.2025): ``` pip install hacking ```
+
flake8-comprehensions (🥈28 · ⭐ 470 · 📈) - A flake8 plugin to help you write better.. MIT + +- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨‍💻 16 · 🔀 23 · 📦 30K · 📋 62 - 9% open · ⏱️ 07.04.2026): + + ``` + git clone https://github.com/adamchainz/flake8-comprehensions + ``` +- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.8M / month · 📦 780 · ⏱️ 09.09.2025): + ``` + pip install flake8-comprehensions + ``` +- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 1.1M · ⏱️ 10.09.2025): + ``` + conda install -c conda-forge flake8-comprehensions + ``` +
flake8-isort (🥈28 · ⭐ 190) - flake8 plugin that integrates isort. ❗️GPL-2.0 - [GitHub](https://github.com/gforcada/flake8-isort) (👨‍💻 40 · 🔀 210 · 📦 29K · 📋 60 - 3% open · ⏱️ 25.10.2025): @@ -279,12 +295,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
nitpick (🥉26 · ⭐ 410) - Enforce the same settings on multiple projects. MIT -- [GitHub](https://github.com/andreoliwa/nitpick) (👨‍💻 18 · 🔀 25 · 📥 12 · 📦 1.4K · 📋 130 - 36% open · ⏱️ 02.04.2026): +- [GitHub](https://github.com/andreoliwa/nitpick) (👨‍💻 18 · 🔀 25 · 📥 12 · 📦 1.4K · 📋 130 - 36% open · ⏱️ 13.04.2026): ``` git clone https://github.com/andreoliwa/nitpick ``` -- [PyPi](https://pypi.org/project/nitpick) (📥 15K / month · 📦 26 · ⏱️ 30.11.2025): +- [PyPi](https://pypi.org/project/nitpick) (📥 16K / month · 📦 26 · ⏱️ 30.11.2025): ``` pip install nitpick ``` @@ -305,22 +321,6 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge check-manifest ```
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flake8-comprehensions (🥉25 · ⭐ 470) - A flake8 plugin to help you write better.. MIT - -- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨‍💻 16 · 🔀 23 · 📋 62 - 9% open · ⏱️ 07.04.2026): - - ``` - git clone https://github.com/adamchainz/flake8-comprehensions - ``` -- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.8M / month · 📦 780 · ⏱️ 09.09.2025): - ``` - pip install flake8-comprehensions - ``` -- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 1.1M · ⏱️ 10.09.2025): - ``` - conda install -c conda-forge flake8-comprehensions - ``` -
flake8-import-order (🥉25 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0 - [GitHub](https://github.com/PyCQA/flake8-import-order) (👨‍💻 50 · 🔀 73 · 📥 11 · 📋 110 - 13% open · ⏱️ 23.03.2026): @@ -372,7 +372,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/gforcada/flake8-builtins ``` -- [PyPi](https://pypi.org/project/flake8-builtins) (📥 1.1M / month · 📦 590 · ⏱️ 25.10.2025): +- [PyPi](https://pypi.org/project/flake8-builtins) (📥 1M / month · 📦 590 · ⏱️ 25.10.2025): ``` pip install flake8-builtins ``` @@ -388,7 +388,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/MartinThoma/flake8-simplify ``` -- [PyPi](https://pypi.org/project/flake8-simplify) (📥 390K / month · 📦 140 · ⏱️ 01.01.2026): +- [PyPi](https://pypi.org/project/flake8-simplify) (📥 380K / month · 📦 140 · ⏱️ 01.01.2026): ``` pip install flake8-simplify ``` @@ -400,11 +400,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 19 hidden projects... - pydocstyle (🥈32 · ⭐ 1.1K · 💀) - docstring style checker. MIT -- pep8-naming (🥈29 · ⭐ 530 · 💤) - Naming Convention checker for Python. ❗️Saxpath +- coala (🥈28 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0 - darglint (🥈28 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT -- coala (🥉27 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0 - flake8-quotes (🥉27 · ⭐ 180 · 💀) - Flake8 extension for checking quotes in python. MIT - pylama (🥉26 · ⭐ 1.1K · 💀) - Code audit tool for python. MIT +- pep8-naming (🥉26 · ⭐ 530 · 💤) - Naming Convention checker for Python. ❗️Saxpath - flake8-eradicate (🥉25 · ⭐ 320 · 💀) - Flake8 plugin to find commented out or dead code. MIT - data-science-types (🥉25 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2 - Fixit (🥉24 · ⭐ 700) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed @@ -427,19 +427,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyright (🥈39 · ⭐ 15K) - Static Type Checker for Python. MIT -- [GitHub](https://github.com/microsoft/pyright) (👨‍💻 140 · 🔀 1.8K · 📥 6.5K · 📦 1.6K · 📋 7.5K - 2% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/microsoft/pyright) (👨‍💻 140 · 🔀 1.8K · 📥 6.6K · 📦 1.6K · 📋 7.5K - 3% open · ⏱️ 15.04.2026): ``` git clone https://github.com/Microsoft/pyright ``` -- [npm](https://www.npmjs.com/package/pyright) (📥 4.4M / month · 📦 39 · ⏱️ 08.01.2026): +- [npm](https://www.npmjs.com/package/pyright) (📥 4.6M / month · 📦 57 · ⏱️ 16.04.2026): ``` npm install pyright ```
pyre-check (🥉34 · ⭐ 7.2K) - Performant type-checking for python. MIT -- [GitHub](https://github.com/facebook/pyre-check) (👨‍💻 300 · 🔀 450 · 📦 21 · 📋 470 - 33% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/facebook/pyre-check) (👨‍💻 300 · 🔀 450 · 📦 21 · 📋 470 - 33% open · ⏱️ 16.04.2026): ``` git clone https://github.com/facebook/pyre-check @@ -449,14 +449,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M pip install pyre-check ```
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pytype (🥉32 · ⭐ 5K) - A static type analyzer for Python code. Apache-2 +
pytype (🥉30 · ⭐ 5K) - A static type analyzer for Python code. Apache-2 -- [GitHub](https://github.com/google/pytype) (👨‍💻 110 · 🔀 290 · 📦 4.3K · 📋 950 - 21% open · ⏱️ 23.01.2026): +- [GitHub](https://github.com/google/pytype) (👨‍💻 110 · 🔀 290 · 📋 950 - 21% open · ⏱️ 23.01.2026): ``` git clone https://github.com/google/pytype ``` -- [PyPi](https://pypi.org/project/pytype) (📥 800K / month · 📦 230 · ⏱️ 11.10.2024): +- [PyPi](https://pypi.org/project/pytype) (📥 840K / month · 📦 230 · ⏱️ 11.10.2024): ``` pip install pytype ``` @@ -467,7 +467,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 2 hidden projects... -- mypy (🥇47 · ⭐ 20K) - Optional static typing for Python. ❗Unlicensed +- mypy (🥇45 · ⭐ 20K) - Optional static typing for Python. ❗Unlicensed - typeguard (🥉33 · ⭐ 1.8K) - Run-time type checker for Python. ❗Unlicensed

@@ -478,7 +478,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
black (🥇46 · ⭐ 41K) - The uncompromising Python code formatter. MIT -- [GitHub](https://github.com/psf/black) (👨‍💻 510 · 🔀 2.7K · 📥 150K · 📦 670K · 📋 2.8K - 11% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/psf/black) (👨‍💻 520 · 🔀 2.7K · 📥 150K · 📦 670K · 📋 2.8K - 11% open · ⏱️ 16.04.2026): ``` git clone https://github.com/psf/black @@ -494,12 +494,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
isort (🥈43 · ⭐ 6.9K) - A Python utility / library to sort imports. MIT -- [GitHub](https://github.com/PyCQA/isort) (👨‍💻 340 · 🔀 620 · 📦 580K · 📋 1.4K - 9% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/PyCQA/isort) (👨‍💻 340 · 🔀 620 · 📦 580K · 📋 1.4K - 9% open · ⏱️ 15.04.2026): ``` git clone https://github.com/PyCQA/isort ``` -- [PyPi](https://pypi.org/project/isort) (📥 91M / month · 📦 27K · ⏱️ 28.02.2026): +- [PyPi](https://pypi.org/project/isort) (📥 89M / month · 📦 27K · ⏱️ 28.02.2026): ``` pip install isort ``` @@ -524,7 +524,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge autopep8 ```
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docformatter (🥉27 · ⭐ 590) - Formats docstrings to follow PEP 257. MIT +
docformatter (🥉28 · ⭐ 590) - Formats docstrings to follow PEP 257. MIT - [GitHub](https://github.com/PyCQA/docformatter) (👨‍💻 40 · 🔀 86 · 📥 61 · 📦 4.5K · 📋 180 - 14% open · ⏱️ 11.01.2026): @@ -554,12 +554,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
jedi (🥇41 · ⭐ 6.1K) - Awesome autocompletion, static analysis and refactoring library for python. MIT -- [GitHub](https://github.com/davidhalter/jedi) (👨‍💻 180 · 🔀 520 · 📦 590K · 📋 1.5K - 6% open · ⏱️ 13.02.2026): +- [GitHub](https://github.com/davidhalter/jedi) (👨‍💻 180 · 🔀 520 · 📦 600K · 📋 1.5K - 6% open · ⏱️ 13.02.2026): ``` git clone https://github.com/davidhalter/jedi ``` -- [PyPi](https://pypi.org/project/jedi) (📥 110M / month · 📦 1.2K · ⏱️ 11.11.2024): +- [PyPi](https://pypi.org/project/jedi) (📥 120M / month · 📦 1.2K · ⏱️ 11.11.2024): ``` pip install jedi ``` @@ -568,14 +568,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge jedi ```
-
vulture (🥇33 · ⭐ 4.4K) - Find dead Python code. MIT +
vulture (🥇33 · ⭐ 4.5K) - Find dead Python code. MIT - [GitHub](https://github.com/jendrikseipp/vulture) (👨‍💻 48 · 🔀 180 · 📦 6.8K · 📋 250 - 22% open · ⏱️ 26.03.2026): ``` git clone https://github.com/jendrikseipp/vulture ``` -- [PyPi](https://pypi.org/project/vulture) (📥 7.7M / month · 📦 660 · ⏱️ 25.03.2026): +- [PyPi](https://pypi.org/project/vulture) (📥 8M / month · 📦 660 · ⏱️ 25.03.2026): ``` pip install vulture ``` @@ -600,9 +600,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge rope ```
-
pyupgrade (🥈31 · ⭐ 4.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT +
pyupgrade (🥈32 · ⭐ 4.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT -- [GitHub](https://github.com/asottile/pyupgrade) (👨‍💻 36 · 🔀 210 · 📋 470 - 4% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/asottile/pyupgrade) (👨‍💻 36 · 🔀 210 · 📋 470 - 4% open · ⏱️ 14.04.2026): ``` git clone https://github.com/asottile/pyupgrade @@ -623,7 +623,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/myint/autoflake ``` -- [PyPi](https://pypi.org/project/autoflake) (📥 8.2M / month · 📦 1.4K · ⏱️ 20.02.2026): +- [PyPi](https://pypi.org/project/autoflake) (📥 8.1M / month · 📦 1.4K · ⏱️ 20.02.2026): ``` pip install autoflake ``` @@ -639,7 +639,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/Instagram/MonkeyType ``` -- [PyPi](https://pypi.org/project/monkeytype) (📥 310K / month · 📦 23 · ⏱️ 20.03.2023): +- [PyPi](https://pypi.org/project/monkeytype) (📥 280K / month · 📦 23 · ⏱️ 20.03.2023): ``` pip install monkeytype ``` @@ -655,14 +655,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/hakancelik96/unimport ``` -- [PyPi](https://pypi.org/project/unimport) (📥 46K / month · 📦 40 · ⏱️ 18.02.2026): +- [PyPi](https://pypi.org/project/unimport) (📥 42K / month · 📦 40 · ⏱️ 18.02.2026): ``` pip install unimport ```
-
add-trailing-comma (🥉21 · ⭐ 370) - A tool (and pre-commit hook) to automatically add trailing.. MIT +
add-trailing-comma (🥉22 · ⭐ 370) - A tool (and pre-commit hook) to automatically add trailing.. MIT -- [GitHub](https://github.com/asottile/add-trailing-comma) (👨‍💻 11 · 🔀 29 · ⏱️ 07.04.2026): +- [GitHub](https://github.com/asottile/add-trailing-comma) (👨‍💻 11 · 🔀 29 · ⏱️ 14.04.2026): ``` git clone https://github.com/asottile/add-trailing-comma @@ -691,7 +691,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/elmotec/massedit ``` -- [PyPi](https://pypi.org/project/massedit) (📥 1.9K / month · 📦 3 · ⏱️ 21.09.2025): +- [PyPi](https://pypi.org/project/massedit) (📥 1.8K / month · 📦 3 · ⏱️ 21.09.2025): ``` pip install massedit ``` @@ -703,7 +703,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M - Bowler (🥉23 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python. MIT - pyannotate (🥉23 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2 - eradicate (🥉23 · ⭐ 220) - Removes commented-out code from Python files. ❗️Saxpath -- unify (🥉20 · ⭐ 97 · 💀) - Modifies strings to all use the same quote where possible. MIT +- unify (🥉18 · ⭐ 97 · 💀) - 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 - retype (🥉14 · ⭐ 150 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -715,7 +715,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
bandit (🥇38 · ⭐ 7.9K) - Bandit is a tool designed to find common security issues in Python.. Apache-2 -- [GitHub](https://github.com/PyCQA/bandit) (👨‍💻 200 · 🔀 740 · 📥 920 · 📦 64K · 📋 740 - 29% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/PyCQA/bandit) (👨‍💻 200 · 🔀 740 · 📥 920 · 📦 64K · 📋 740 - 29% open · ⏱️ 13.04.2026): ``` git clone https://github.com/PyCQA/bandit @@ -731,19 +731,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
sqlmap (🥈37 · ⭐ 37K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0 -- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨‍💻 150 · 🔀 6.2K · 📦 21 · 📋 5.4K - 1% open · ⏱️ 30.03.2026): +- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨‍💻 150 · 🔀 6.2K · 📦 21 · 📋 5.4K - 1% open · ⏱️ 15.04.2026): ``` git clone https://github.com/sqlmapproject/sqlmap ``` -- [PyPi](https://pypi.org/project/sqlmap) (📥 82K / month · 📦 12 · ⏱️ 10.03.2026): +- [PyPi](https://pypi.org/project/sqlmap) (📥 78K / month · 📦 12 · ⏱️ 09.04.2026): ``` pip install sqlmap ```
-
safety (🥈34 · ⭐ 2K · 📉) - Safety checks Python dependencies for known security vulnerabilities and.. MIT +
safety (🥈36 · ⭐ 2K · 📈) - Safety checks Python dependencies for known security vulnerabilities and.. MIT -- [GitHub](https://github.com/pyupio/safety) (👨‍💻 55 · 🔀 170 · 📥 1.2M · 📋 270 - 15% open · ⏱️ 23.03.2026): +- [GitHub](https://github.com/pyupio/safety) (👨‍💻 55 · 🔀 170 · 📥 1.2M · 📦 20K · 📋 270 - 15% open · ⏱️ 23.03.2026): ``` git clone https://github.com/pyupio/safety @@ -752,7 +752,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install safety ``` -- [Conda](https://anaconda.org/conda-forge/safety) (📥 160K · ⏱️ 07.11.2025): +- [Conda](https://anaconda.org/conda-forge/safety) (📥 170K · ⏱️ 07.11.2025): ``` conda install -c conda-forge safety ``` @@ -764,7 +764,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/Yelp/detect-secrets ``` -- [PyPi](https://pypi.org/project/detect-secrets) (📥 3.4M / month · 📦 95 · ⏱️ 06.05.2024): +- [PyPi](https://pypi.org/project/detect-secrets) (📥 3.5M / month · 📦 95 · ⏱️ 06.05.2024): ``` pip install detect-secrets ``` @@ -787,7 +787,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 3 hidden projects... -- pyarmor (🥈34 · ⭐ 5K) - A tool used to obfuscate python scripts, bind obfuscated scripts to.. ❗️SGI-B-2.0 +- pyarmor (🥉34 · ⭐ 5K) - A tool used to obfuscate python scripts, bind obfuscated scripts to.. ❗️SGI-B-2.0 - dodgy (🥉21 · ⭐ 130 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT - pyt (🥉20 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
@@ -799,7 +799,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pipenv (🥇46 · ⭐ 25K) - Python Development Workflow for Humans. MIT -- [GitHub](https://github.com/pypa/pipenv) (👨‍💻 540 · 🔀 1.9K · 📦 170K · 📋 4.4K - 0% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/pypa/pipenv) (👨‍💻 540 · 🔀 1.9K · 📦 170K · 📋 4.4K - 0% open · ⏱️ 13.04.2026): ``` git clone https://github.com/pypa/pipenv @@ -808,23 +808,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install pipenv ``` -- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 320K · ⏱️ 03.04.2026): +- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 330K · ⏱️ 03.04.2026): ``` conda install -c conda-forge pipenv ```
virtualenv (🥈45 · ⭐ 5K) - Virtual Python Environment builder. MIT -- [GitHub](https://github.com/pypa/virtualenv) (👨‍💻 300 · 🔀 1.1K · 📥 59 · 📦 500K · 📋 1.4K - 0% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/pypa/virtualenv) (👨‍💻 310 · 🔀 1.1K · 📥 76 · 📦 500K · ⏱️ 15.04.2026): ``` git clone https://github.com/pypa/virtualenv ``` -- [PyPi](https://pypi.org/project/virtualenv) (📥 390M / month · 📦 2.1K · ⏱️ 09.03.2026): +- [PyPi](https://pypi.org/project/virtualenv) (📥 400M / month · 📦 2.1K · ⏱️ 14.04.2026): ``` pip install virtualenv ``` -- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 20M · ⏱️ 10.03.2026): +- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 20M · ⏱️ 15.04.2026): ``` conda install -c conda-forge virtualenv ``` @@ -836,23 +836,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/ekalinin/nodeenv ``` -- [PyPi](https://pypi.org/project/nodeenv) (📥 130M / month · 📦 410 · ⏱️ 20.12.2025): +- [PyPi](https://pypi.org/project/nodeenv) (📥 140M / month · 📦 410 · ⏱️ 20.12.2025): ``` pip install nodeenv ``` -- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 8M · ⏱️ 20.12.2025): +- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 8.1M · ⏱️ 20.12.2025): ``` conda install -c conda-forge nodeenv ```
pyenv (🥈35 · ⭐ 45K) - Simple Python version management. MIT -- [GitHub](https://github.com/pyenv/pyenv) (👨‍💻 480 · 🔀 3.2K · 📦 21 · 📋 1.9K - 4% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/pyenv/pyenv) (👨‍💻 480 · 🔀 3.2K · 📦 21 · 📋 1.9K - 4% open · ⏱️ 15.04.2026): ``` git clone https://github.com/pyenv/pyenv ``` -- [PyPi](https://pypi.org/project/pyenv) (📥 15K / month · ⏱️ 12.01.2019): +- [PyPi](https://pypi.org/project/pyenv) (📥 13K / month · ⏱️ 12.01.2019): ``` pip install pyenv ``` @@ -888,7 +888,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pip (🥇47 · ⭐ 10K) - The Python package installer. MIT -- [GitHub](https://github.com/pypa/pip) (👨‍💻 870 · 🔀 3.3K · 📦 250K · 📋 7.8K - 13% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/pypa/pip) (👨‍💻 870 · 🔀 3.3K · 📦 250K · 📋 7.8K - 13% open · ⏱️ 15.04.2026): ``` git clone https://github.com/pypa/pip @@ -904,39 +904,39 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda (🥇43 · ⭐ 7.4K) - A system-level, binary package and environment manager running on all.. BSD-3 -- [GitHub](https://github.com/conda/conda) (👨‍💻 490 · 🔀 2.1K · 📥 45K · 📦 52K · 📋 10K - 5% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/conda/conda) (👨‍💻 490 · 🔀 2.1K · 📥 45K · 📦 52K · 📋 11K - 5% open · ⏱️ 16.04.2026): ``` git clone https://github.com/conda/conda ``` -- [PyPi](https://pypi.org/project/conda) (📥 6.6K / month · 📦 83 · ⏱️ 22.04.2017): +- [PyPi](https://pypi.org/project/conda) (📥 7K / month · 📦 83 · ⏱️ 22.04.2017): ``` pip install conda ``` -- [Conda](https://anaconda.org/conda-forge/conda) (📥 71M · ⏱️ 07.04.2026): +- [Conda](https://anaconda.org/conda-forge/conda) (📥 72M · ⏱️ 10.04.2026): ``` conda install -c conda-forge conda ```
poetry (🥈42 · ⭐ 34K) - Python packaging and dependency management made easy. MIT -- [GitHub](https://github.com/python-poetry/poetry) (👨‍💻 640 · 🔀 2.4K · 📥 16M · 📋 6.4K - 8% open · ⏱️ 03.04.2026): +- [GitHub](https://github.com/python-poetry/poetry) (👨‍💻 640 · 🔀 2.4K · 📥 16M · 📋 6.4K - 8% open · ⏱️ 12.04.2026): ``` git clone https://github.com/python-poetry/poetry ``` -- [PyPi](https://pypi.org/project/poetry) (📥 78M / month · 📦 910 · ⏱️ 29.03.2026): +- [PyPi](https://pypi.org/project/poetry) (📥 78M / month · 📦 910 · ⏱️ 12.04.2026): ``` pip install poetry ``` -- [Conda](https://anaconda.org/conda-forge/poetry) (📥 7.8M · ⏱️ 29.03.2026): +- [Conda](https://anaconda.org/conda-forge/poetry) (📥 7.8M · ⏱️ 12.04.2026): ``` conda install -c conda-forge poetry ```
pip-tools (🥈40 · ⭐ 8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3 -- [GitHub](https://github.com/jazzband/pip-tools) (👨‍💻 230 · 🔀 660 · 📦 38K · 📋 1.2K - 16% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/jazzband/pip-tools) (👨‍💻 230 · 🔀 660 · 📦 38K · 📋 1.2K - 16% open · ⏱️ 15.04.2026): ``` git clone https://github.com/jazzband/pip-tools @@ -945,19 +945,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install pip-tools ``` -- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 300K · ⏱️ 12.02.2026): +- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 310K · ⏱️ 12.02.2026): ``` conda install -c conda-forge pip-tools ```
pipx (🥈38 · ⭐ 13K) - Install and Run Python Applications in Isolated Environments. MIT -- [GitHub](https://github.com/pypa/pipx) (👨‍💻 180 · 🔀 540 · 📥 980K · 📦 4.8K · 📋 900 - 13% open · ⏱️ 01.04.2026): +- [GitHub](https://github.com/pypa/pipx) (👨‍💻 180 · 🔀 540 · 📥 1M · 📦 4.8K · 📋 900 - 13% open · ⏱️ 15.04.2026): ``` git clone https://github.com/pypa/pipx ``` -- [PyPi](https://pypi.org/project/pipx) (📥 7.6M / month · 📦 97 · ⏱️ 31.03.2026): +- [PyPi](https://pypi.org/project/pipx) (📥 8.5M / month · 📦 97 · ⏱️ 31.03.2026): ``` pip install pipx ``` @@ -968,28 +968,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
PDM (🥉37 · ⭐ 8.6K) - A modern Python package and dependency manager supporting the latest PEP.. MIT -- [GitHub](https://github.com/pdm-project/pdm) (👨‍💻 240 · 🔀 470 · 📥 25K · 📦 590 · 📋 2K - 2% open · ⏱️ 02.04.2026): +- [GitHub](https://github.com/pdm-project/pdm) (👨‍💻 240 · 🔀 470 · 📥 26K · 📦 600 · 📋 2K - 2% open · ⏱️ 16.04.2026): ``` git clone https://github.com/pdm-project/pdm ``` -- [PyPi](https://pypi.org/project/pdm) (📥 9.7M / month · 📦 220 · ⏱️ 24.03.2026): +- [PyPi](https://pypi.org/project/pdm) (📥 10M / month · 📦 220 · ⏱️ 24.03.2026): ``` pip install pdm ``` -- [Conda](https://anaconda.org/conda-forge/pdm) (📥 1.7M · ⏱️ 24.03.2026): +- [Conda](https://anaconda.org/conda-forge/pdm) (📥 1.8M · ⏱️ 24.03.2026): ``` conda install -c conda-forge pdm ```
mamba (🥉31 · ⭐ 8K) - The Fast Cross-Platform Package Manager. BSD-3 -- [GitHub](https://github.com/mamba-org/mamba) (👨‍💻 180 · 🔀 430 · 📋 2.1K - 22% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/mamba-org/mamba) (👨‍💻 180 · 🔀 440 · 📋 2.1K - 22% open · ⏱️ 14.04.2026): ``` git clone https://github.com/mamba-org/mamba ``` -- [Conda](https://anaconda.org/conda-forge/mamba) (📥 23M · ⏱️ 07.04.2026): +- [Conda](https://anaconda.org/conda-forge/mamba) (📥 23M · ⏱️ 14.04.2026): ``` conda install -c conda-forge mamba ``` @@ -1001,11 +1001,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/bndr/pipreqs ``` -- [PyPi](https://pypi.org/project/pipreqs) (📥 800K / month · 📦 320 · ⏱️ 18.02.2024): +- [PyPi](https://pypi.org/project/pipreqs) (📥 770K / month · 📦 320 · ⏱️ 18.02.2024): ``` pip install pipreqs ``` -- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 96K · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 97K · ⏱️ 22.04.2025): ``` conda install -c conda-forge pipreqs ``` @@ -1017,7 +1017,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/David-OConnor/pyflow ``` -- [PyPi](https://pypi.org/project/pyflow) (📥 320 / month · 📦 1 · ⏱️ 02.07.2021): +- [PyPi](https://pypi.org/project/pyflow) (📥 450 / month · 📦 1 · ⏱️ 02.07.2021): ``` pip install pyflow ``` @@ -1025,7 +1025,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 2 hidden projects... - dephell (🥉25 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. MIT -- pip-run (🥉18 · ⭐ 140 · 💤) - pip-run - dynamic dependency loader for Python. ❗Unlicensed +- pip-run (🥉19 · ⭐ 140) - pip-run - dynamic dependency loader for Python. ❗Unlicensed

@@ -1035,12 +1035,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
prospector (🥇34 · ⭐ 2.1K) - Inspects Python source files and provides information about.. ❗️GPL-2.0 -- [GitHub](https://github.com/prospector-dev/prospector) (👨‍💻 98 · 🔀 180 · 📦 5.5K · 📋 400 - 8% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/prospector-dev/prospector) (👨‍💻 98 · 🔀 180 · 📦 5.5K · 📋 400 - 8% open · ⏱️ 13.04.2026): ``` git clone https://github.com/PyCQA/prospector ``` -- [PyPi](https://pypi.org/project/prospector) (📥 500K / month · 📦 290 · ⏱️ 03.02.2026): +- [PyPi](https://pypi.org/project/prospector) (📥 480K / month · 📦 290 · ⏱️ 03.02.2026): ``` pip install prospector ``` @@ -1067,12 +1067,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
wily (🥉26 · ⭐ 1.3K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2 -- [GitHub](https://github.com/tonybaloney/wily) (👨‍💻 24 · 🔀 64 · 📦 290 · 📋 120 - 37% open · ⏱️ 19.10.2025): +- [GitHub](https://github.com/tonybaloney/wily) (👨‍💻 24 · 🔀 65 · 📦 300 · 📋 120 - 37% open · ⏱️ 19.10.2025): ``` git clone https://github.com/tonybaloney/wily ``` -- [PyPi](https://pypi.org/project/wily) (📥 49K / month · 📦 2 · ⏱️ 11.10.2023): +- [PyPi](https://pypi.org/project/wily) (📥 52K / month · 📦 2 · ⏱️ 11.10.2023): ``` pip install wily ``` @@ -1091,16 +1091,16 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
rich (🥇47 · ⭐ 56K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT -- [GitHub](https://github.com/Textualize/rich) (👨‍💻 290 · 🔀 2.1K · 📦 520K · 📋 1.6K - 19% open · ⏱️ 26.02.2026): +- [GitHub](https://github.com/Textualize/rich) (👨‍💻 290 · 🔀 2.1K · 📦 520K · 📋 1.6K - 19% open · ⏱️ 12.04.2026): ``` git clone https://github.com/Textualize/rich ``` -- [PyPi](https://pypi.org/project/rich) (📥 460M / month · 📦 35K · ⏱️ 19.02.2026): +- [PyPi](https://pypi.org/project/rich) (📥 490M / month · 📦 44K · ⏱️ 12.04.2026): ``` pip install rich ``` -- [Conda](https://anaconda.org/conda-forge/rich) (📥 19M · ⏱️ 20.02.2026): +- [Conda](https://anaconda.org/conda-forge/rich) (📥 19M · ⏱️ 12.04.2026): ``` conda install -c conda-forge rich ``` @@ -1112,7 +1112,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/tqdm/tqdm ``` -- [PyPi](https://pypi.org/project/tqdm) (📥 400M / month · 📦 50K · ⏱️ 03.02.2026): +- [PyPi](https://pypi.org/project/tqdm) (📥 410M / month · 📦 50K · ⏱️ 03.02.2026): ``` pip install tqdm ``` @@ -1120,23 +1120,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` conda install -c conda-forge tqdm ``` -- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 6.2K · ⭐ 3 · ⏱️ 04.04.2026): +- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 6.2K · ⭐ 3 · ⏱️ 11.04.2026): ``` docker pull tqdm/tqdm ```
sentry-sdk (🥇40 · ⭐ 2.2K) - The official Python SDK for Sentry.io. MIT -- [GitHub](https://github.com/getsentry/sentry-python) (👨‍💻 300 · 🔀 600 · 📥 3.9K · 📋 2.3K - 16% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/getsentry/sentry-python) (👨‍💻 310 · 🔀 600 · 📥 4K · 📋 2.3K - 16% open · ⏱️ 16.04.2026): ``` git clone https://github.com/getsentry/sentry-python ``` -- [PyPi](https://pypi.org/project/sentry-sdk) (📥 130M / month · 📦 1.6K · ⏱️ 31.03.2026): +- [PyPi](https://pypi.org/project/sentry-sdk) (📥 130M / month · 📦 1.6K · ⏱️ 13.04.2026): ``` pip install sentry-sdk ``` -- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 1.6M · ⏱️ 31.03.2026): +- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 1.6M · ⏱️ 13.04.2026): ``` conda install -c conda-forge sentry-sdk ``` @@ -1148,7 +1148,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/Delgan/loguru ``` -- [PyPi](https://pypi.org/project/loguru) (📥 70M / month · 📦 11K · ⏱️ 06.12.2024): +- [PyPi](https://pypi.org/project/loguru) (📥 71M / month · 📦 11K · ⏱️ 06.12.2024): ``` pip install loguru ``` @@ -1159,12 +1159,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
structlog (🥈37 · ⭐ 4.7K) - Simple, powerful, and fast logging for Python. Apache-2 -- [GitHub](https://github.com/hynek/structlog) (👨‍💻 140 · 🔀 270 · 📦 32K · 📋 390 - 9% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/hynek/structlog) (👨‍💻 140 · 🔀 280 · 📦 32K · 📋 390 - 9% open · ⏱️ 06.04.2026): ``` git clone https://github.com/hynek/structlog ``` -- [PyPi](https://pypi.org/project/structlog) (📥 70M / month · 📦 2.2K · ⏱️ 27.10.2025): +- [PyPi](https://pypi.org/project/structlog) (📥 71M / month · 📦 2.2K · ⏱️ 27.10.2025): ``` pip install structlog ``` @@ -1173,7 +1173,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge structlog ```
-
tabulate (🥈37 · ⭐ 2.5K · 📈) - Pretty-print tabular data in Python, a library and a command-line.. MIT +
tabulate (🥈37 · ⭐ 2.5K) - Pretty-print tabular data in Python, a library and a command-line.. MIT - [GitHub](https://github.com/astanin/python-tabulate) (👨‍💻 110 · 🔀 180 · 📋 260 - 24% open · ⏱️ 11.03.2026): @@ -1207,12 +1207,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
colorlog (🥉30 · ⭐ 960) - A colored formatter for the python logging module. MIT -- [GitHub](https://github.com/borntyping/python-colorlog) (👨‍💻 35 · 🔀 95 · 📦 64K · ⏱️ 16.10.2025): +- [GitHub](https://github.com/borntyping/python-colorlog) (👨‍💻 35 · 🔀 95 · 📦 65K · ⏱️ 16.10.2025): ``` git clone https://github.com/borntyping/python-colorlog ``` -- [PyPi](https://pypi.org/project/colorlog) (📥 59M / month · 📦 2.7K · ⏱️ 16.10.2025): +- [PyPi](https://pypi.org/project/colorlog) (📥 58M / month · 📦 2.7K · ⏱️ 16.10.2025): ``` pip install colorlog ``` @@ -1232,14 +1232,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install notifiers ``` -- [Conda](https://anaconda.org/conda-forge/notifiers) (📥 66K · ⏱️ 20.05.2025): +- [Conda](https://anaconda.org/conda-forge/notifiers) (📥 67K · ⏱️ 20.05.2025): ``` conda install -c conda-forge notifiers ```
progressbar2 (🥉29 · ⭐ 880) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3 -- [GitHub](https://github.com/wolph/python-progressbar) (👨‍💻 47 · 🔀 100 · 📥 3.3K · 📋 230 - 2% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/wolph/python-progressbar) (👨‍💻 47 · 🔀 100 · 📥 3.3K · 📋 230 - 3% open · ⏱️ 07.04.2026): ``` git clone https://github.com/WoLpH/python-progressbar @@ -1276,19 +1276,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/Qix-/better-exceptions ``` -- [PyPi](https://pypi.org/project/better-exceptions) (📥 480K / month · 📦 100 · ⏱️ 29.01.2021): +- [PyPi](https://pypi.org/project/better-exceptions) (📥 470K / month · 📦 100 · ⏱️ 29.01.2021): ``` pip install better-exceptions ```
stackprinter (🥉24 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT -- [GitHub](https://github.com/cknd/stackprinter) (👨‍💻 8 · 🔀 41 · 📦 450 · 📋 36 - 30% open · ⏱️ 30.10.2025): +- [GitHub](https://github.com/cknd/stackprinter) (👨‍💻 8 · 🔀 42 · 📦 450 · 📋 36 - 30% open · ⏱️ 30.10.2025): ``` git clone https://github.com/cknd/stackprinter ``` -- [PyPi](https://pypi.org/project/stackprinter) (📥 350K / month · 📦 48 · ⏱️ 13.03.2024): +- [PyPi](https://pypi.org/project/stackprinter) (📥 360K / month · 📦 48 · ⏱️ 13.03.2024): ``` pip install stackprinter ``` @@ -1299,9 +1299,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 8 hidden projects... +- prettytable (🥈35 · ⭐ 1.6K · 📈) - Display tabular data in a visually appealing ASCII.. ❗Unlicensed - python-json-logger (🥈33 · ⭐ 1.8K · 💀) - Json Formatter for the standard python logger. BSD-2 - logbook (🥈33 · ⭐ 1.5K) - A cool logging replacement for Python. ❗Unlicensed -- prettytable (🥈32 · ⭐ 1.6K · 📉) - Display tabular data in a visually appealing ASCII.. ❗Unlicensed - python-coloredlogs (🥉30 · ⭐ 560 · 💀) - Colored terminal output for Pythons logging module. MIT - rebound (🥉25 · ⭐ 4.1K · 💀) - Instant Stack Overflow results whenever an exception is thrown. ❗️GPL-2.0 - PrettyErrors (🥉23 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible. MIT @@ -1316,19 +1316,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
xxh (🥉22 · ⭐ 6K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish,.. BSD-2 -- [GitHub](https://github.com/xxh/xxh) (👨‍💻 28 · 🔀 120 · 📥 5.2K · 📋 100 - 30% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/xxh/xxh) (👨‍💻 28 · 🔀 120 · 📥 5.2K · 📋 100 - 30% open · ⏱️ 12.04.2026): ``` git clone https://github.com/xxh/xxh ``` -- [PyPi](https://pypi.org/project/xxh-xxh) (📥 630 / month · ⏱️ 06.04.2024): +- [PyPi](https://pypi.org/project/xxh-xxh) (📥 740 / month · ⏱️ 06.04.2024): ``` pip install xxh-xxh ```
Show 1 hidden projects... -- xonsh (🥇38 · ⭐ 9.3K) - Python-powered shell. Full-featured, cross-platform and AI-.. ❗️BSD-1-Clause +- xonsh (🥇36 · ⭐ 9.3K) - Python-powered shell. Full-featured, cross-platform and AI-.. ❗️BSD-1-Clause

@@ -1338,9 +1338,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M 🔗 best-of-mkdocs ( ⭐ 1.7K) - Collection of MkDocs projects and plugins. -
mkdocs-material (🥇42 · ⭐ 26K) - Documentation that simply works. MIT +
mkdocs-material (🥇42 · ⭐ 27K) - Documentation that simply works. MIT -- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨‍💻 330 · 🔀 4.1K · 📦 83K · 📋 2.7K - 0% open · ⏱️ 03.04.2026): +- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨‍💻 330 · 🔀 4.1K · 📦 84K · 📋 2.7K - 0% open · ⏱️ 16.04.2026): ``` git clone https://github.com/squidfunk/mkdocs-material @@ -1349,7 +1349,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install mkdocs-material ``` -- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 940K · ⏱️ 27.03.2026): +- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 950K · ⏱️ 27.03.2026): ``` conda install -c conda-forge mkdocs-material ``` @@ -1365,12 +1365,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install mkdocs ``` -- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 850K · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 860K · ⏱️ 22.04.2025): ``` conda install -c conda-forge mkdocs ```
-
sphinx_rtd_theme (🥈36 · ⭐ 5K) - Sphinx theme from Read the Docs. MIT +
sphinx_rtd_theme (🥈37 · ⭐ 5K) - Sphinx theme from Read the Docs. MIT - [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (👨‍💻 120 · 🔀 1.8K · 📦 16 · 📋 940 - 28% open · ⏱️ 12.01.2026): @@ -1388,12 +1388,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mkdocstrings (🥈34 · ⭐ 2.1K) - Automatic documentation from sources, for MkDocs. ISC -- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨‍💻 54 · 🔀 120 · 📦 26K · 📋 470 - 1% open · ⏱️ 11.03.2026): +- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨‍💻 55 · 🔀 120 · 📦 26K · 📋 470 - 1% open · ⏱️ 15.04.2026): ``` git clone https://github.com/mkdocstrings/mkdocstrings ``` -- [PyPi](https://pypi.org/project/mkdocstrings) (📥 7.4M / month · 📦 1.9K · ⏱️ 07.02.2026): +- [PyPi](https://pypi.org/project/mkdocstrings) (📥 7.4M / month · 📦 2K · ⏱️ 15.04.2026): ``` pip install mkdocstrings ``` @@ -1404,50 +1404,50 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Griffe (🥈34 · ⭐ 630) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC -- [GitHub](https://github.com/mkdocstrings/griffe) (👨‍💻 46 · 🔀 63 · 📦 16K · 📋 300 - 9% open · ⏱️ 30.03.2026): +- [GitHub](https://github.com/mkdocstrings/griffe) (👨‍💻 46 · 🔀 63 · 📦 16K · 📋 300 - 10% open · ⏱️ 30.03.2026): ``` git clone https://github.com/mkdocstrings/griffe ``` -- [PyPi](https://pypi.org/project/griffe) (📥 30M / month · 📦 500 · ⏱️ 27.03.2026): +- [PyPi](https://pypi.org/project/griffe) (📥 29M / month · 📦 500 · ⏱️ 27.03.2026): ``` pip install griffe ``` -- [Conda](https://anaconda.org/conda-forge/griffe) (📥 840K · ⏱️ 27.03.2026): +- [Conda](https://anaconda.org/conda-forge/griffe) (📥 850K · ⏱️ 27.03.2026): ``` conda install -c conda-forge griffe ```
sphinx-autodoc-typehints (🥈34 · ⭐ 590) - Type hints support for the Sphinx autodoc extension. MIT -- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨‍💻 66 · 🔀 110 · 📦 60K · 📋 240 - 0% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨‍💻 66 · 🔀 110 · 📦 60K · ⏱️ 15.04.2026): ``` git clone https://github.com/tox-dev/sphinx-autodoc-typehints ``` -- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 9.2M / month · 📦 6.6K · ⏱️ 24.03.2026): +- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 9.3M / month · 📦 6.8K · ⏱️ 15.04.2026): ``` pip install sphinx-autodoc-typehints ``` -- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 1M · ⏱️ 24.03.2026): +- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 1M · ⏱️ 16.04.2026): ``` conda install -c conda-forge sphinx-autodoc-typehints ```
-
breathe (🥈30 · ⭐ 810) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3 +
sphinx-autobuild (🥈29 · ⭐ 600) - Watch a Sphinx directory and rebuild the documentation.. MIT -- [GitHub](https://github.com/breathe-doc/breathe) (👨‍💻 120 · 🔀 210 · 📥 800 · 📦 20K · 📋 620 - 31% open · ⏱️ 01.12.2025): +- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (👨‍💻 37 · 🔀 94 · 📦 32K · 📋 120 - 18% open · ⏱️ 16.12.2025): ``` - git clone https://github.com/michaeljones/breathe + git clone https://github.com/executablebooks/sphinx-autobuild ``` -- [PyPi](https://pypi.org/project/breathe) (📥 1.8M / month · 📦 130 · ⏱️ 08.07.2025): +- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 5.1M / month · 📦 2.3K · ⏱️ 25.08.2025): ``` - pip install breathe + pip install sphinx-autobuild ``` -- [Conda](https://anaconda.org/conda-forge/breathe) (📥 1.1M · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 490K · ⏱️ 04.11.2025): ``` - conda install -c conda-forge breathe + conda install -c conda-forge sphinx-autobuild ```
pdoc3 (🥉28 · ⭐ 1.2K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0 @@ -1457,7 +1457,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/pdoc3/pdoc ``` -- [PyPi](https://pypi.org/project/pdoc3) (📥 660K / month · 📦 490 · ⏱️ 20.03.2025): +- [PyPi](https://pypi.org/project/pdoc3) (📥 710K / month · 📦 490 · ⏱️ 20.03.2025): ``` pip install pdoc3 ``` @@ -1468,12 +1468,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
blacken-docs (🥉27 · ⭐ 680) - Run `black` on python code blocks in documentation files. MIT -- [GitHub](https://github.com/adamchainz/blacken-docs) (👨‍💻 26 · 🔀 45 · 📦 1.5K · 📋 81 - 11% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/adamchainz/blacken-docs) (👨‍💻 26 · 🔀 45 · 📦 1.6K · 📋 81 - 11% open · ⏱️ 07.04.2026): ``` git clone https://github.com/asottile/blacken-docs ``` -- [PyPi](https://pypi.org/project/blacken-docs) (📥 140K / month · 📦 120 · ⏱️ 08.09.2025): +- [PyPi](https://pypi.org/project/blacken-docs) (📥 130K / month · 📦 120 · ⏱️ 08.09.2025): ``` pip install blacken-docs ``` @@ -1482,42 +1482,42 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge blacken-docs ```
-
sphinx-autobuild (🥉27 · ⭐ 600 · 📉) - Watch a Sphinx directory and rebuild the.. MIT +
breathe (🥉26 · ⭐ 810 · 📉) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3 -- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (👨‍💻 37 · 🔀 94 · 📋 120 - 18% open · ⏱️ 16.12.2025): +- [GitHub](https://github.com/breathe-doc/breathe) (👨‍💻 120 · 🔀 210 · 📥 810 · 📋 620 - 31% open · ⏱️ 01.12.2025): ``` - git clone https://github.com/executablebooks/sphinx-autobuild + git clone https://github.com/michaeljones/breathe ``` -- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 5.6M / month · 📦 2.3K · ⏱️ 25.08.2025): +- [PyPi](https://pypi.org/project/breathe) (📥 1.7M / month · 📦 130 · ⏱️ 08.07.2025): ``` - pip install sphinx-autobuild + pip install breathe ``` -- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 490K · ⏱️ 04.11.2025): +- [Conda](https://anaconda.org/conda-forge/breathe) (📥 1.1M · ⏱️ 22.04.2025): ``` - conda install -c conda-forge sphinx-autobuild + conda install -c conda-forge breathe ```
mkdocs-awesome-pages-plugin (🥉24 · ⭐ 620) - A plugin for customizing the navigation structure of.. MIT -- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-nav) (👨‍💻 11 · 🔀 41 · 📦 520 · 📋 120 - 19% open · ⏱️ 02.12.2025): +- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-nav) (👨‍💻 12 · 🔀 42 · 📦 540 · 📋 120 - 19% open · ⏱️ 10.04.2026): ``` git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin ``` -- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 800K / month · 📦 220 · ⏱️ 22.12.2024): +- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 780K / month · 📦 220 · ⏱️ 22.12.2024): ``` pip install mkdocs-awesome-pages-plugin ```
lazydocs (🥉23 · ⭐ 250 · 💤) - Generate markdown API documentation from Google-style Python.. MIT -- [GitHub](https://github.com/ml-tooling/lazydocs) (👨‍💻 13 · 🔀 45 · 📦 410 · 📋 46 - 8% open · ⏱️ 28.08.2025): +- [GitHub](https://github.com/ml-tooling/lazydocs) (👨‍💻 13 · 🔀 44 · 📦 410 · 📋 46 - 8% open · ⏱️ 28.08.2025): ``` git clone https://github.com/ml-tooling/lazydocs ``` -- [PyPi](https://pypi.org/project/lazydocs) (📥 24K / month · 📦 65 · ⏱️ 27.07.2021): +- [PyPi](https://pypi.org/project/lazydocs) (📥 22K / month · 📦 65 · ⏱️ 27.07.2021): ``` pip install lazydocs ``` @@ -1529,14 +1529,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin ``` -- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (📥 37K / month · 📦 6 · ⏱️ 05.10.2021): +- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (📥 35K / month · 📦 6 · ⏱️ 05.10.2021): ``` pip install mkdocs-pdf-export-plugin ```
mkdocs-print-site-plugin (🥉20 · ⭐ 180) - MkDocs Plugin that adds an additional page that.. MIT -- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨‍💻 16 · 🔀 29 · 📋 120 - 12% open · ⏱️ 30.10.2025): +- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨‍💻 17 · 🔀 29 · 📋 120 - 12% open · ⏱️ 10.04.2026): ``` git clone https://github.com/timvink/mkdocs-print-site-plugin @@ -1552,15 +1552,15 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M - alabaster (🥈33 · ⭐ 770 · 💀) - Lightweight, configurable Sphinx theme. BSD-3 - pdoc (🥈32 · ⭐ 2.5K) - API Documentation for Python Projects. ❗️MIT-0 - numpydoc (🥈29 · ⭐ 350) - Numpys Sphinx extensions. ❗Unlicensed -- interrogate (🥉27 · ⭐ 660 · 💀) - Explain yourself! Interrogate a codebase for docstring coverage. MIT - sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT +- interrogate (🥉25 · ⭐ 660 · 💀) - Explain yourself! Interrogate a codebase for docstring coverage. MIT - sphinx-markdown-builder (🥉25 · ⭐ 160 · 💀) - DISCONTINUED: sphinx builder that outputs markdown.. MIT - mkdocs-with-pdf (🥉24 · ⭐ 390 · 💀) - Generate a single PDF file from MkDocs repository. MIT - portray (🥉23 · ⭐ 870 · 💀) - Your Project with Great Documentation. MIT - pytkdocs (🥉23 · ⭐ 54 · 💀) - Load Python objects documentation. ISC -- pycco (🥉22 · ⭐ 860 · 💀) - Literate-style documentation generator. MIT - releases (🥉22 · ⭐ 180 · 💀) - A powerful Sphinx changelog-generating extension. BSD-2 - mkdocs-git-revision-date-plugin (🥉21 · ⭐ 61 · 💀) - MkDocs plugin for setting revision date from git per.. MIT +- pycco (🥉19 · ⭐ 860 · 💀) - Literate-style documentation generator. MIT - mkdocs-versioning (🥉16 · ⭐ 40 · 💀) - A tool that allows for versioning sites built with.. MIT

@@ -1569,14 +1569,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M Back to top -
icecream (🥇33 · ⭐ 10K) - Never use print() to debug again. MIT +
icecream (🥇32 · ⭐ 10K) - Never use print() to debug again. MIT - [GitHub](https://github.com/gruns/icecream) (👨‍💻 37 · 🔀 220 · 📦 21 · 📋 170 - 37% open · ⏱️ 03.04.2026): ``` git clone https://github.com/gruns/icecream ``` -- [PyPi](https://pypi.org/project/icecream) (📥 3.3M / month · 📦 600 · ⏱️ 03.04.2026): +- [PyPi](https://pypi.org/project/icecream) (📥 2.7M / month · 📦 600 · ⏱️ 03.04.2026): ``` pip install icecream ``` @@ -1592,11 +1592,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/eliben/pyelftools ``` -- [PyPi](https://pypi.org/project/pyelftools) (📥 11M / month · 📦 270 · ⏱️ 19.02.2025): +- [PyPi](https://pypi.org/project/pyelftools) (📥 12M / month · 📦 270 · ⏱️ 19.02.2025): ``` pip install pyelftools ``` -- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 1.3M · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 1.4M · ⏱️ 22.04.2025): ``` conda install -c conda-forge pyelftools ``` @@ -1608,7 +1608,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/cool-RR/PySnooper ``` -- [PyPi](https://pypi.org/project/pysnooper) (📥 500K / month · 📦 67 · ⏱️ 31.05.2025): +- [PyPi](https://pypi.org/project/pysnooper) (📥 470K / month · 📦 67 · ⏱️ 31.05.2025): ``` pip install pysnooper ``` @@ -1628,33 +1628,37 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install ipdb ``` -- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 800K · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 810K · ⏱️ 22.04.2025): ``` conda install -c conda-forge ipdb ```
gdbgui (🥉27 · ⭐ 10K · 💤) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. ❗️GPL-3.0 -- [GitHub](https://github.com/cs01/gdbgui) (👨‍💻 45 · 🔀 520 · 📥 20K · 📦 510 · 📋 340 - 49% open · ⏱️ 29.06.2025): +- [GitHub](https://github.com/cs01/gdbgui) (👨‍💻 45 · 🔀 510 · 📥 20K · 📦 510 · 📋 340 - 49% open · ⏱️ 29.06.2025): ``` git clone https://github.com/cs01/gdbgui ``` -- [PyPi](https://pypi.org/project/gdbgui) (📥 8K / month · 📦 2 · ⏱️ 29.06.2025): +- [PyPi](https://pypi.org/project/gdbgui) (📥 8.9K / month · 📦 2 · ⏱️ 29.06.2025): ``` pip install gdbgui ```
-
pyrasite (🥉23 · ⭐ 2.9K · 💤) - Inject code into running Python processes. ❗️GPL-3.0 +
snoop (🥉23 · ⭐ 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT -- [GitHub](https://github.com/lmacken/pyrasite) (👨‍💻 25 · 🔀 200 · 📦 72 · 📋 60 - 71% open · ⏱️ 07.04.2025): +- [GitHub](https://github.com/alexmojaki/snoop) (👨‍💻 22 · 🔀 42 · 📋 57 - 45% open · ⏱️ 11.01.2026): ``` - git clone https://github.com/lmacken/pyrasite + git clone https://github.com/alexmojaki/snoop ``` -- [PyPi](https://pypi.org/project/pyrasite) (📥 65K / month · ⏱️ 09.05.2012): +- [PyPi](https://pypi.org/project/snoop) (📥 270K / month · 📦 41 · ⏱️ 06.10.2024): ``` - pip install pyrasite + pip install snoop + ``` +- [Conda](https://anaconda.org/conda-forge/snoop) (📥 13K · ⏱️ 22.04.2025): + ``` + conda install -c conda-forge snoop ```
python-hunter (🥉23 · ⭐ 860 · 💤) - Hunter is a flexible code tracing toolkit. BSD-2 @@ -1664,7 +1668,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/ionelmc/python-hunter ``` -- [PyPi](https://pypi.org/project/hunter) (📥 1.1M / month · 📦 17 · ⏱️ 22.08.2025): +- [PyPi](https://pypi.org/project/hunter) (📥 930K / month · 📦 17 · ⏱️ 22.08.2025): ``` pip install hunter ``` @@ -1673,20 +1677,16 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge hunter ```
-
snoop (🥉22 · ⭐ 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT +
pyrasite (🥉22 · ⭐ 2.9K · 💤) - Inject code into running Python processes. ❗️GPL-3.0 -- [GitHub](https://github.com/alexmojaki/snoop) (👨‍💻 22 · 🔀 42 · 📋 57 - 45% open · ⏱️ 11.01.2026): +- [GitHub](https://github.com/lmacken/pyrasite) (👨‍💻 25 · 🔀 200 · 📦 72 · 📋 60 - 71% open · ⏱️ 07.04.2025): ``` - git clone https://github.com/alexmojaki/snoop - ``` -- [PyPi](https://pypi.org/project/snoop) (📥 320K / month · 📦 41 · ⏱️ 06.10.2024): - ``` - pip install snoop + git clone https://github.com/lmacken/pyrasite ``` -- [Conda](https://anaconda.org/conda-forge/snoop) (📥 13K · ⏱️ 22.04.2025): +- [PyPi](https://pypi.org/project/pyrasite) (📥 60K / month · ⏱️ 09.05.2012): ``` - conda install -c conda-forge snoop + pip install pyrasite ```
Birdseye (🥉20 · ⭐ 1.7K · 💤) - Graphical Python debugger which lets you easily view the values of.. MIT @@ -1720,76 +1720,76 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest (🥇50 · ⭐ 14K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT -- [GitHub](https://github.com/pytest-dev/pytest) (👨‍💻 1.1K · 🔀 3.1K · 📥 29K · 📦 1.8M · 📋 6.4K - 15% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/pytest-dev/pytest) (👨‍💻 1.1K · 🔀 3.1K · 📥 29K · 📦 1.8M · 📋 6.4K - 15% open · ⏱️ 16.04.2026): ``` git clone https://github.com/pytest-dev/pytest ``` -- [PyPi](https://pypi.org/project/pytest) (📥 600M / month · 📦 150K · ⏱️ 07.04.2026): +- [PyPi](https://pypi.org/project/pytest) (📥 610M / month · 📦 150K · ⏱️ 07.04.2026): ``` pip install pytest ``` -- [Conda](https://anaconda.org/conda-forge/pytest) (📥 47M · ⏱️ 08.04.2026): +- [Conda](https://anaconda.org/conda-forge/pytest) (📥 47M · ⏱️ 10.04.2026): ``` conda install -c conda-forge pytest ```
-
tox (🥇43 · ⭐ 3.9K) - Command line driven CI frontend and development task automation tool. MIT +
robotframework (🥇43 · ⭐ 12K) - Generic automation framework for acceptance testing and RPA. Apache-2 -- [GitHub](https://github.com/tox-dev/tox) (👨‍💻 350 · 🔀 550 · 📦 130K · 📋 1.9K - 0% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/robotframework/robotframework) (👨‍💻 230 · 🔀 2.5K · 📥 580 · 📦 14K · 📋 4.8K - 5% open · ⏱️ 16.04.2026): ``` - git clone https://github.com/tox-dev/tox + git clone https://github.com/robotframework/robotframework ``` -- [PyPi](https://pypi.org/project/tox) (📥 39M / month · 📦 13K · ⏱️ 30.03.2026): +- [PyPi](https://pypi.org/project/robotframework) (📥 4.6M / month · 📦 1.1K · ⏱️ 03.03.2026): ``` - pip install tox + pip install robotframework ``` -- [Conda](https://anaconda.org/conda-forge/tox) (📥 1.8M · ⏱️ 01.04.2026): +- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 270K · ⏱️ 04.03.2026): ``` - conda install -c conda-forge tox + conda install -c conda-forge robotframework ```
-
robotframework (🥇42 · ⭐ 12K) - Generic automation framework for acceptance testing and RPA. Apache-2 +
tox (🥇43 · ⭐ 3.9K) - Command line driven CI frontend and development task automation tool. MIT -- [GitHub](https://github.com/robotframework/robotframework) (👨‍💻 220 · 🔀 2.5K · 📥 580 · 📋 4.8K - 5% open · ⏱️ 03.04.2026): +- [GitHub](https://github.com/tox-dev/tox) (👨‍💻 350 · 🔀 550 · 📦 130K · ⏱️ 15.04.2026): ``` - git clone https://github.com/robotframework/robotframework + git clone https://github.com/tox-dev/tox ``` -- [PyPi](https://pypi.org/project/robotframework) (📥 4.6M / month · 📦 1.1K · ⏱️ 03.03.2026): +- [PyPi](https://pypi.org/project/tox) (📥 40M / month · 📦 13K · ⏱️ 14.04.2026): ``` - pip install robotframework + pip install tox ``` -- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 260K · ⏱️ 04.03.2026): +- [Conda](https://anaconda.org/conda-forge/tox) (📥 1.8M · ⏱️ 09.04.2026): ``` - conda install -c conda-forge robotframework + conda install -c conda-forge tox ```
-
hypothesis (🥇42 · ⭐ 8.6K · 📈) - The property-based testing library for Python. MPL-2.0 +
hypothesis (🥇42 · ⭐ 8.6K) - The property-based testing library for Python. MPL-2.0 -- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨‍💻 360 · 🔀 640 · 📦 40K · 📋 1.8K - 4% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨‍💻 370 · 🔀 640 · 📦 40K · 📋 1.8K - 4% open · ⏱️ 15.04.2026): ``` git clone https://github.com/HypothesisWorks/hypothesis ``` -- [PyPi](https://pypi.org/project/hypothesis) (📥 30M / month · 📦 4.9K · ⏱️ 08.04.2026): +- [PyPi](https://pypi.org/project/hypothesis) (📥 29M / month · 📦 5K · ⏱️ 14.04.2026): ``` pip install hypothesis ``` -- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 18M · ⏱️ 08.04.2026): +- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 18M · ⏱️ 15.04.2026): ``` conda install -c conda-forge hypothesis ```
pytest-asyncio (🥇40 · ⭐ 1.6K) - Asyncio support for pytest. Apache-2 -- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨‍💻 78 · 🔀 180 · 📥 1.9K · 📦 190K · 📋 400 - 14% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨‍💻 78 · 🔀 180 · 📥 1.9K · 📦 190K · 📋 390 - 12% open · ⏱️ 15.04.2026): ``` git clone https://github.com/pytest-dev/pytest-asyncio ``` -- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 160M / month · 📦 30K · ⏱️ 25.03.2026): +- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 160M / month · 📦 34K · ⏱️ 15.04.2026): ``` pip install pytest-asyncio ``` @@ -1798,14 +1798,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge pytest-asyncio ```
-
playwright-python (🥈39 · ⭐ 14K) - Python version of the Playwright testing and automation.. Apache-2 +
playwright-python (🥈39 · ⭐ 15K) - Python version of the Playwright testing and automation.. Apache-2 - [GitHub](https://github.com/microsoft/playwright-python) (👨‍💻 51 · 🔀 1.1K · 📦 53K · 📋 1.5K - 4% open · ⏱️ 11.02.2026): ``` git clone https://github.com/microsoft/playwright-python ``` -- [PyPi](https://pypi.org/project/playwright) (📥 51M / month · 📦 3.7K · ⏱️ 30.01.2026): +- [PyPi](https://pypi.org/project/playwright) (📥 63M / month · 📦 3.7K · ⏱️ 30.01.2026): ``` pip install playwright ``` @@ -1828,7 +1828,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest-xdist (🥈38 · ⭐ 1.8K) - pytest plugin for distributed testing and loop-on-failures.. MIT -- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨‍💻 120 · 🔀 260 · 📥 420 · 📦 130K · 📋 710 - 42% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨‍💻 120 · 🔀 260 · 📥 430 · 📦 130K · 📋 710 - 42% open · ⏱️ 13.04.2026): ``` git clone https://github.com/pytest-dev/pytest-xdist @@ -1844,7 +1844,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest-mock (🥈37 · ⭐ 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT -- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨‍💻 82 · 🔀 150 · 📥 160 · 📦 130K · 📋 170 - 8% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨‍💻 82 · 🔀 160 · 📥 160 · 📦 130K · 📋 170 - 8% open · ⏱️ 13.04.2026): ``` git clone https://github.com/pytest-dev/pytest-mock @@ -1860,32 +1860,32 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest-html (🥈35 · ⭐ 770) - Plugin for generating HTML reports for pytest results. MPL-2.0 -- [GitHub](https://github.com/pytest-dev/pytest-html) (👨‍💻 65 · 🔀 250 · 📦 58K · 📋 450 - 41% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/pytest-dev/pytest-html) (👨‍💻 65 · 🔀 250 · 📦 58K · 📋 450 - 41% open · ⏱️ 13.04.2026): ``` git clone https://github.com/pytest-dev/pytest-html ``` -- [PyPi](https://pypi.org/project/pytest-html) (📥 23M / month · 📦 1.1K · ⏱️ 19.01.2026): +- [PyPi](https://pypi.org/project/pytest-html) (📥 22M / month · 📦 1.1K · ⏱️ 19.01.2026): ``` pip install pytest-html ``` -- [Conda](https://anaconda.org/conda-forge/pytest-html) (📥 990K · ⏱️ 21.01.2026): +- [Conda](https://anaconda.org/conda-forge/pytest-html) (📥 1M · ⏱️ 21.01.2026): ``` conda install -c conda-forge pytest-html ```
nox (🥈34 · ⭐ 1.5K) - Flexible test automation for Python. Apache-2 -- [GitHub](https://github.com/wntrblm/nox) (👨‍💻 120 · 🔀 180 · 📦 7.7K · 📋 440 - 16% open · ⏱️ 23.03.2026): +- [GitHub](https://github.com/wntrblm/nox) (👨‍💻 120 · 🔀 180 · 📦 7.7K · 📋 440 - 15% open · ⏱️ 12.04.2026): ``` git clone https://github.com/theacodes/nox ``` -- [PyPi](https://pypi.org/project/nox) (📥 5.4M / month · 📦 1.5K · ⏱️ 10.02.2026): +- [PyPi](https://pypi.org/project/nox) (📥 5.6M / month · 📦 1.6K · ⏱️ 10.04.2026): ``` pip install nox ``` -- [Conda](https://anaconda.org/conda-forge/nox) (📥 570K · ⏱️ 10.02.2026): +- [Conda](https://anaconda.org/conda-forge/nox) (📥 570K · ⏱️ 10.04.2026): ``` conda install -c conda-forge nox ``` @@ -1897,7 +1897,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/nose-devs/nose2 ``` -- [PyPi](https://pypi.org/project/nose2) (📥 920K / month · 📦 360 · ⏱️ 02.03.2026): +- [PyPi](https://pypi.org/project/nose2) (📥 910K / month · 📦 360 · ⏱️ 02.03.2026): ``` pip install nose2 ``` @@ -1908,7 +1908,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
coveralls-python (🥈34 · ⭐ 570) - Show coverage stats online via coveralls.io. MIT -- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨‍💻 67 · 🔀 190 · 📦 37K · 📋 180 - 4% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨‍💻 67 · 🔀 190 · 📦 37K · 📋 180 - 4% open · ⏱️ 14.04.2026): ``` git clone https://github.com/TheKevJames/coveralls-python @@ -1922,46 +1922,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge coveralls ```
-
mimesis (🥈33 · ⭐ 4.8K) - Mimesis is a fast Python library for generating fake data in multiple.. MIT +
pytest-bdd (🥈33 · ⭐ 1.4K) - BDD library for the pytest runner. MIT -- [GitHub](https://github.com/lk-geimfari/mimesis) (👨‍💻 130 · 🔀 350 · 📥 870 · 📦 2.3K · 📋 360 - 3% open · ⏱️ 18.01.2026): +- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨‍💻 67 · 🔀 240 · 📦 4.7K · 📋 380 - 22% open · ⏱️ 06.04.2026): ``` - git clone https://github.com/lk-geimfari/mimesis + git clone https://github.com/pytest-dev/pytest-bdd ``` -- [PyPi](https://pypi.org/project/mimesis) (📥 1.6M / month · 📦 83 · ⏱️ 11.01.2026): +- [PyPi](https://pypi.org/project/pytest-bdd) (📥 2.7M / month · 📦 110 · ⏱️ 05.12.2024): ``` - pip install mimesis + pip install pytest-bdd ``` -- [Conda](https://anaconda.org/conda-forge/mimesis) (📥 380K · ⏱️ 11.01.2026): +- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 75K · ⏱️ 22.04.2025): ``` - conda install -c conda-forge mimesis + conda install -c conda-forge pytest-bdd ```
-
pytest-bdd (🥈33 · ⭐ 1.4K) - BDD library for the pytest runner. MIT +
mimesis (🥈32 · ⭐ 4.8K) - Mimesis is a fast Python library for generating fake data in multiple.. MIT -- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨‍💻 67 · 🔀 240 · 📦 4.7K · 📋 380 - 22% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/lk-geimfari/mimesis) (👨‍💻 130 · 🔀 350 · 📥 870 · 📦 2.3K · 📋 360 - 3% open · ⏱️ 18.01.2026): ``` - git clone https://github.com/pytest-dev/pytest-bdd + git clone https://github.com/lk-geimfari/mimesis ``` -- [PyPi](https://pypi.org/project/pytest-bdd) (📥 2.6M / month · 📦 110 · ⏱️ 05.12.2024): +- [PyPi](https://pypi.org/project/mimesis) (📥 1.6M / month · 📦 83 · ⏱️ 11.01.2026): ``` - pip install pytest-bdd + pip install mimesis ``` -- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 75K · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/mimesis) (📥 380K · ⏱️ 11.01.2026): ``` - conda install -c conda-forge pytest-bdd + conda install -c conda-forge mimesis ```
-
freezegun (🥉32 · ⭐ 4.5K · 💤) - Let your Python tests travel through time. Apache-2 +
freezegun (🥈32 · ⭐ 4.5K · 💤) - Let your Python tests travel through time. Apache-2 - [GitHub](https://github.com/spulec/freezegun) (👨‍💻 130 · 🔀 290 · 📥 170 · 📋 360 - 40% open · ⏱️ 19.08.2025): ``` git clone https://github.com/spulec/freezegun ``` -- [PyPi](https://pypi.org/project/freezegun) (📥 45M / month · 📦 1.3K · ⏱️ 09.08.2025): +- [PyPi](https://pypi.org/project/freezegun) (📥 43M / month · 📦 1.3K · ⏱️ 09.08.2025): ``` pip install freezegun ``` @@ -1970,7 +1970,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge freezegun ```
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pytest-benchmark (🥉32 · ⭐ 1.4K) - pytest fixture for benchmarking code. BSD-2 +
pytest-benchmark (🥈32 · ⭐ 1.4K) - pytest fixture for benchmarking code. BSD-2 - [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨‍💻 54 · 🔀 130 · 📋 220 - 54% open · ⏱️ 26.03.2026): @@ -1986,14 +1986,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge pytest-benchmark ```
-
factory_boy (🥉31 · ⭐ 3.8K) - A test fixtures replacement for Python. MIT +
factory_boy (🥉30 · ⭐ 3.8K) - A test fixtures replacement for Python. MIT - [GitHub](https://github.com/FactoryBoy/factory_boy) (👨‍💻 130 · 🔀 410 · 📋 640 - 29% open · ⏱️ 14.12.2025): ``` git clone https://github.com/FactoryBoy/factory_boy ``` -- [PyPi](https://pypi.org/project/factory_boy) (📥 25M / month · 📦 650 · ⏱️ 03.02.2025): +- [PyPi](https://pypi.org/project/factory_boy) (📥 24M / month · 📦 650 · ⏱️ 03.02.2025): ``` pip install factory_boy ``` @@ -2009,7 +2009,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/pytest-dev/pytest-testinfra ``` -- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 1M / month · 📦 20 · ⏱️ 30.03.2025): +- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 1.1M / month · 📦 20 · ⏱️ 30.03.2025): ``` pip install pytest-testinfra ``` @@ -2025,23 +2025,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/Teemu/pytest-sugar ``` -- [PyPi](https://pypi.org/project/pytest-sugar) (📥 6M / month · 📦 1.5K · ⏱️ 23.08.2025): +- [PyPi](https://pypi.org/project/pytest-sugar) (📥 6.1M / month · 📦 1.5K · ⏱️ 23.08.2025): ``` pip install pytest-sugar ``` -- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 490K · ⏱️ 24.08.2025): +- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 500K · ⏱️ 24.08.2025): ``` conda install -c conda-forge pytest-sugar ```
-
asv (🥉28 · ⭐ 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3 +
asv (🥉29 · ⭐ 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3 -- [GitHub](https://github.com/airspeed-velocity/asv) (👨‍💻 96 · 🔀 200 · 📥 2.1K · 📦 1.6K · 📋 680 - 24% open · ⏱️ 09.03.2026): +- [GitHub](https://github.com/airspeed-velocity/asv) (👨‍💻 96 · 🔀 200 · 📥 2.1K · 📦 1.6K · 📋 680 - 24% open · ⏱️ 13.04.2026): ``` git clone https://github.com/airspeed-velocity/asv ``` -- [PyPi](https://pypi.org/project/asv) (📥 400K / month · 📦 160 · ⏱️ 13.09.2025): +- [PyPi](https://pypi.org/project/asv) (📥 390K / month · 📦 160 · ⏱️ 13.09.2025): ``` pip install asv ``` @@ -2050,41 +2050,57 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge asv ```
-
pytest-randomly (🥉28 · ⭐ 700) - Pytest plugin to randomly order tests and control random.seed. MIT +
pytest-testmon (🥉27 · ⭐ 970) - Selects tests affected by changed files. Executes the right.. MIT -- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨‍💻 20 · 🔀 34 · 📦 12K · 📋 76 - 11% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/tarpas/pytest-testmon) (👨‍💻 29 · 🔀 74 · 📦 1.6K · 📋 180 - 20% open · ⏱️ 01.12.2025): ``` - git clone https://github.com/pytest-dev/pytest-randomly + git clone https://github.com/tarpas/pytest-testmon ``` -- [PyPi](https://pypi.org/project/pytest-randomly) (📥 5.9M / month · 📦 770 · ⏱️ 12.09.2025): +- [PyPi](https://pypi.org/project/pytest-testmon) (📥 2.4M / month · 📦 59 · ⏱️ 01.12.2025): ``` - pip install pytest-randomly + pip install pytest-testmon ``` -- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 380K · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 140K · ⏱️ 22.04.2025): ``` - conda install -c conda-forge pytest-randomly + conda install -c conda-forge pytest-testmon ```
-
pytest-testmon (🥉27 · ⭐ 960) - Selects tests affected by changed files. Executes the right.. MIT +
xdoctest (🥉27 · ⭐ 220) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2 -- [GitHub](https://github.com/tarpas/pytest-testmon) (👨‍💻 29 · 🔀 74 · 📦 1.6K · 📋 180 - 20% open · ⏱️ 01.12.2025): +- [GitHub](https://github.com/Erotemic/xdoctest) (👨‍💻 13 · 🔀 18 · 📥 280 · 📋 61 - 40% open · ⏱️ 12.04.2026): ``` - git clone https://github.com/tarpas/pytest-testmon + git clone https://github.com/Erotemic/xdoctest ``` -- [PyPi](https://pypi.org/project/pytest-testmon) (📥 2.3M / month · 📦 59 · ⏱️ 01.12.2025): +- [PyPi](https://pypi.org/project/xdoctest) (📥 1M / month · 📦 260 · ⏱️ 27.03.2026): ``` - pip install pytest-testmon + pip install xdoctest ``` -- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 140K · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 270K · ⏱️ 27.03.2026): ``` - conda install -c conda-forge pytest-testmon + conda install -c conda-forge xdoctest + ``` +
+
pytest-randomly (🥉26 · ⭐ 700) - Pytest plugin to randomly order tests and control random.seed. MIT + +- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨‍💻 20 · 🔀 34 · 📋 76 - 11% open · ⏱️ 14.04.2026): + + ``` + git clone https://github.com/pytest-dev/pytest-randomly + ``` +- [PyPi](https://pypi.org/project/pytest-randomly) (📥 5.9M / month · 📦 770 · ⏱️ 12.09.2025): + ``` + pip install pytest-randomly + ``` +- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 380K · ⏱️ 22.04.2025): + ``` + conda install -c conda-forge pytest-randomly ```
pytest-docker (🥉26 · ⭐ 490) - Docker-based integration tests. MIT -- [GitHub](https://github.com/avast/pytest-docker) (👨‍💻 30 · 🔀 77 · 📥 250 · 📦 2.5K · 📋 62 - 33% open · ⏱️ 12.11.2025): +- [GitHub](https://github.com/avast/pytest-docker) (👨‍💻 30 · 🔀 77 · 📥 250 · 📦 2.6K · 📋 62 - 33% open · ⏱️ 12.11.2025): ``` git clone https://github.com/avast/pytest-docker @@ -2110,22 +2126,6 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge pytest-mypy ```
-
xdoctest (🥉26 · ⭐ 220) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2 - -- [GitHub](https://github.com/Erotemic/xdoctest) (👨‍💻 13 · 🔀 18 · 📥 280 · 📋 61 - 40% open · ⏱️ 28.03.2026): - - ``` - git clone https://github.com/Erotemic/xdoctest - ``` -- [PyPi](https://pypi.org/project/xdoctest) (📥 980K / month · 📦 260 · ⏱️ 27.03.2026): - ``` - pip install xdoctest - ``` -- [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 270K · ⏱️ 27.03.2026): - ``` - conda install -c conda-forge xdoctest - ``` -
pytest-datadir (🥉24 · ⭐ 280) - pytest plugin for manipulating test data directories and.. MIT - [GitHub](https://github.com/gabrielcnr/pytest-datadir) (👨‍💻 16 · 🔀 25 · 📥 89 · 📦 2.2K · 📋 23 - 13% open · ⏱️ 16.03.2026): @@ -2133,7 +2133,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/gabrielcnr/pytest-datadir ``` -- [PyPi](https://pypi.org/project/pytest-datadir) (📥 1.3M / month · 📦 270 · ⏱️ 30.07.2025): +- [PyPi](https://pypi.org/project/pytest-datadir) (📥 1.4M / month · 📦 270 · ⏱️ 30.07.2025): ``` pip install pytest-datadir ``` @@ -2144,20 +2144,20 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 14 hidden projects... -- pyautogui (🥈33 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings... BSD-3 +- pyautogui (🥈35 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings... BSD-3 - nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+ - green (🥉28 · ⭐ 800 · 💀) - Green is a clean, colorful, fast python test runner. MIT +- PyHamcrest (🥉28 · ⭐ 800 · 📈) - Hamcrest matchers for Python. ❗Unlicensed - ddt (🥉27 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest. MIT - uiautomator (🥉26 · ⭐ 2.1K · 💀) - Python wrapper of Android uiautomator test tool. MIT - pytest-watch (🥉26 · ⭐ 770 · 💀) - Local continuous test runner with pytest and watchdog. MIT -- PyHamcrest (🥉25 · ⭐ 800 · 📉) - Hamcrest matchers for Python. ❗Unlicensed -- pytest-lazy-fixture (🥉24 · ⭐ 390 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT -- sixpack (🥉23 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2 +- Mamba Test Runner (🥉25 · ⭐ 540 · 💀) - The definitive testing tool for Python. Born under the.. MIT +- pytest-lazy-fixture (🥉24 · ⭐ 400 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT +- sixpack (🥉22 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2 - pytest-plugins (🥉22 · ⭐ 600 · 💀) - A grab-bag of nifty pytest plugins. MIT -- Mamba Test Runner (🥉22 · ⭐ 540 · 💀) - The definitive testing tool for Python. Born under the.. MIT - assertpy (🥉21 · ⭐ 520 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3 - fake2db (🥉18 · ⭐ 2.4K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0 -- pytest-play (🥉17 · ⭐ 71 · 💀) - pytest plugin that let you automate actions and.. Apache-2 +- pytest-play (🥉16 · ⭐ 71 · 💀) - pytest plugin that let you automate actions and.. Apache-2

@@ -2169,12 +2169,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyinstaller (🥇44 · ⭐ 13K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0 -- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨‍💻 490 · 🔀 2K · 📥 750K · 📦 88K · 📋 5.6K - 5% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨‍💻 490 · 🔀 2K · 📥 750K · 📦 88K · 📋 5.6K - 5% open · ⏱️ 12.04.2026): ``` git clone https://github.com/pyinstaller/pyinstaller ``` -- [PyPi](https://pypi.org/project/pyinstaller) (📥 7.8M / month · 📦 1.7K · ⏱️ 14.02.2026): +- [PyPi](https://pypi.org/project/pyinstaller) (📥 8.1M / month · 📦 1.7K · ⏱️ 14.02.2026): ``` pip install pyinstaller ``` @@ -2185,111 +2185,111 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Nuitka (🥇40 · ⭐ 15K) - Nuitka is a Python compiler written in Python. Its fully compatible.. ❗️AGPL-3.0 -- [GitHub](https://github.com/Nuitka/Nuitka) (👨‍💻 210 · 🔀 770 · 📦 3.7K · 📋 2.8K - 6% open · ⏱️ 02.04.2026): +- [GitHub](https://github.com/Nuitka/Nuitka) (👨‍💻 210 · 🔀 770 · 📦 3.7K · 📋 2.8K - 7% open · ⏱️ 11.04.2026): ``` git clone https://github.com/Nuitka/Nuitka ``` -- [PyPi](https://pypi.org/project/nuitka) (📥 1.5M / month · 📦 200 · ⏱️ 24.03.2026): +- [PyPi](https://pypi.org/project/nuitka) (📥 1.6M / month · 📦 210 · ⏱️ 10.04.2026): ``` pip install nuitka ``` -- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 2.9M · ⏱️ 19.03.2026): +- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 2.9M · ⏱️ 10.04.2026): ``` conda install -c conda-forge nuitka ```
pex (🥈35 · ⭐ 4.2K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2 -- [GitHub](https://github.com/pex-tool/pex) (👨‍💻 130 · 🔀 310 · 📥 300K · 📋 1.2K - 4% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/pex-tool/pex) (👨‍💻 130 · 🔀 310 · 📥 360K · 📋 1.2K - 4% open · ⏱️ 15.04.2026): ``` git clone https://github.com/pantsbuild/pex ``` -- [PyPi](https://pypi.org/project/pex) (📥 4.5M / month · 📦 64 · ⏱️ 06.04.2026): +- [PyPi](https://pypi.org/project/pex) (📥 4.7M / month · 📦 64 · ⏱️ 15.04.2026): ``` pip install pex ```
-
briefcase (🥈34 · ⭐ 3.2K) - Tools to support converting a Python project into a standalone.. BSD-3 +
briefcase (🥈34 · ⭐ 3.3K) - Tools to support converting a Python project into a standalone.. BSD-3 -- [GitHub](https://github.com/beeware/briefcase) (👨‍💻 200 · 🔀 480 · 📥 1.1K · 📦 860 · 📋 1K - 17% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/beeware/briefcase) (👨‍💻 200 · 🔀 480 · 📥 1.1K · 📦 860 · 📋 1K - 17% open · ⏱️ 15.04.2026): ``` git clone https://github.com/beeware/briefcase ``` -- [PyPi](https://pypi.org/project/briefcase) (📥 46K / month · 📦 45 · ⏱️ 09.03.2026): +- [PyPi](https://pypi.org/project/briefcase) (📥 55K / month · 📦 45 · ⏱️ 09.03.2026): ``` pip install briefcase ```
cx_Freeze (🥈30 · ⭐ 1.5K) - Creates standalone executables from Python scripts with the.. ❗Unlicensed -- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨‍💻 120 · 🔀 240 · 📋 1.1K - 4% open · ⏱️ 05.04.2026): +- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨‍💻 120 · 🔀 240 · 📋 1.1K - 4% open · ⏱️ 14.04.2026): ``` git clone https://github.com/marcelotduarte/cx_Freeze ``` -- [PyPi](https://pypi.org/project/cx_freeze) (📥 170K / month · 📦 140 · ⏱️ 23.03.2026): +- [PyPi](https://pypi.org/project/cx_freeze) (📥 160K / month · 📦 140 · ⏱️ 13.04.2026): ``` pip install cx_freeze ``` -- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 1.3M · ⏱️ 24.03.2026): +- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 1.3M · ⏱️ 13.04.2026): ``` conda install -c conda-forge cx_freeze ```
py2app (🥉28 · ⭐ 420) - py2app is a Python setuptools command which will allow you to make.. MIT -- [GitHub](https://github.com/ronaldoussoren/py2app) (👨‍💻 31 · 🔀 43 · 📦 5.6K · 📋 540 - 41% open · ⏱️ 25.01.2026): +- [GitHub](https://github.com/ronaldoussoren/py2app) (👨‍💻 31 · 🔀 44 · 📦 5.6K · 📋 540 - 41% open · ⏱️ 25.01.2026): ``` git clone https://github.com/ronaldoussoren/py2app ``` -- [PyPi](https://pypi.org/project/py2app) (📥 71K / month · 📦 42 · ⏱️ 13.02.2026): +- [PyPi](https://pypi.org/project/py2app) (📥 70K / month · 📦 42 · ⏱️ 13.02.2026): ``` pip install py2app ```
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py2exe (🥉26 · ⭐ 990 · 💤) - Create standalone Windows programs from Python code. MIT +
constructor (🥉27 · ⭐ 500) - tool for creating installers from conda packages. BSD-3 -- [GitHub](https://github.com/py2exe/py2exe) (👨‍💻 24 · 🔀 110 · 📥 25K · 📦 2.2K · 📋 190 - 12% open · ⏱️ 15.07.2025): +- [GitHub](https://github.com/conda/constructor) (👨‍💻 79 · 🔀 180 · 📥 290 · 📦 27 · 📋 450 - 9% open · ⏱️ 16.04.2026): ``` - git clone https://github.com/py2exe/py2exe + git clone https://github.com/conda/constructor ``` -- [PyPi](https://pypi.org/project/py2exe) (📥 13K / month · 📦 11 · ⏱️ 16.07.2025): +- [Conda](https://anaconda.org/anaconda/constructor) (📥 31K · ⏱️ 16.04.2026): ``` - pip install py2exe + conda install -c anaconda constructor ```
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constructor (🥉26 · ⭐ 500) - tool for creating installers from conda packages. BSD-3 +
py2exe (🥉26 · ⭐ 990 · 💤) - Create standalone Windows programs from Python code. MIT -- [GitHub](https://github.com/conda/constructor) (👨‍💻 79 · 🔀 180 · 📥 290 · 📦 27 · 📋 440 - 9% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/py2exe/py2exe) (👨‍💻 24 · 🔀 110 · 📥 25K · 📦 2.2K · 📋 190 - 12% open · ⏱️ 15.07.2025): ``` - git clone https://github.com/conda/constructor + git clone https://github.com/py2exe/py2exe ``` -- [Conda](https://anaconda.org/anaconda/constructor) (📥 38K · ⏱️ 07.04.2026): +- [PyPi](https://pypi.org/project/py2exe) (📥 12K / month · 📦 11 · ⏱️ 16.07.2025): ``` - conda install -c anaconda constructor + pip install py2exe ```
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shiv (🥉23 · ⭐ 1.9K) - shiv is a command line utility for building fully self contained Python.. BSD-2 +
shiv (🥉24 · ⭐ 1.9K) - shiv is a command line utility for building fully self contained Python.. BSD-2 -- [GitHub](https://github.com/linkedin/shiv) (👨‍💻 44 · 🔀 110 · 📥 2.6K · 📋 150 - 44% open · ⏱️ 10.01.2026): +- [GitHub](https://github.com/linkedin/shiv) (👨‍💻 44 · 🔀 110 · 📥 2.7K · 📋 150 - 44% open · ⏱️ 10.01.2026): ``` git clone https://github.com/linkedin/shiv ``` -- [PyPi](https://pypi.org/project/shiv) (📥 190K / month · 📦 29 · ⏱️ 01.11.2024): +- [PyPi](https://pypi.org/project/shiv) (📥 210K / month · 📦 29 · ⏱️ 01.11.2024): ``` pip install shiv ```
Show 6 hidden projects... -- packaging (🥈39 · ⭐ 720 · 📈) - Core utilities for Python packages. ❗Unlicensed +- packaging (🥈39 · ⭐ 720) - Core utilities for Python packages. ❗Unlicensed - PyOxidizer (🥉27 · ⭐ 6.1K · 💀) - A modern Python application packaging and distribution tool. MPL-2.0 - pynsist (🥉24 · ⭐ 990 · 💀) - Build Windows installers for Python applications. MIT - xar (🥉21 · ⭐ 1.6K · 💀) - executable archive format. BSD-3 @@ -2304,7 +2304,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
setuptools (🥇47 · ⭐ 2.8K) - Official project repository for the Setuptools build system. MIT -- [GitHub](https://github.com/pypa/setuptools) (👨‍💻 640 · 🔀 1.4K · 📦 850K · 📋 2.9K - 22% open · ⏱️ 09.03.2026): +- [GitHub](https://github.com/pypa/setuptools) (👨‍💻 640 · 🔀 1.4K · 📦 850K · 📋 2.9K - 22% open · ⏱️ 13.04.2026): ``` git clone https://github.com/pypa/setuptools @@ -2320,12 +2320,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
scons (🥇39 · ⭐ 2.4K) - SCons - a software construction tool. MIT -- [GitHub](https://github.com/SCons/scons) (👨‍💻 170 · 🔀 340 · 📥 2K · 📦 4.2K · 📋 3.5K - 18% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/SCons/scons) (👨‍💻 170 · 🔀 340 · 📥 2K · 📦 4.2K · 📋 3.5K - 18% open · ⏱️ 12.04.2026): ``` git clone https://github.com/SCons/scons ``` -- [PyPi](https://pypi.org/project/scons) (📥 940K / month · 📦 58 · ⏱️ 16.11.2025): +- [PyPi](https://pypi.org/project/scons) (📥 930K / month · 📦 58 · ⏱️ 16.11.2025): ``` pip install scons ``` @@ -2336,7 +2336,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
wheel (🥇39 · ⭐ 550) - The official binary distribution format for Python. MIT -- [GitHub](https://github.com/pypa/wheel) (👨‍💻 88 · 🔀 180 · 📦 390K · 📋 420 - 3% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/pypa/wheel) (👨‍💻 88 · 🔀 170 · 📦 390K · 📋 420 - 3% open · ⏱️ 06.04.2026): ``` git clone https://github.com/pypa/wheel @@ -2357,18 +2357,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/pyinvoke/invoke ``` -- [PyPi](https://pypi.org/project/invoke) (📥 70M / month · 📦 1.4K · ⏱️ 07.04.2026): +- [PyPi](https://pypi.org/project/invoke) (📥 71M / month · 📦 1.4K · ⏱️ 07.04.2026): ``` pip install invoke ``` -- [Conda](https://anaconda.org/conda-forge/invoke) (📥 2.1M · ⏱️ 07.04.2026): +- [Conda](https://anaconda.org/conda-forge/invoke) (📥 2.2M · ⏱️ 07.04.2026): ``` conda install -c conda-forge invoke ```
twine (🥈38 · ⭐ 1.8K) - Utilities for interacting with PyPI. Apache-2 -- [GitHub](https://github.com/pypa/twine) (👨‍💻 130 · 🔀 330 · 📥 130 · 📦 140K · 📋 560 - 10% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/pypa/twine) (👨‍💻 130 · 🔀 320 · 📥 130 · 📦 140K · 📋 560 - 10% open · ⏱️ 07.04.2026): ``` git clone https://github.com/pypa/twine @@ -2398,36 +2398,36 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge buildbot ```
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flit (🥉33 · ⭐ 2.2K) - Simplified packaging of Python modules. BSD-3 +
doit (🥉34 · ⭐ 2K) - CLI task management & automation tool. MIT -- [GitHub](https://github.com/pypa/flit) (👨‍💻 82 · 🔀 150 · 📦 2.7K · 📋 440 - 29% open · ⏱️ 15.03.2026): +- [GitHub](https://github.com/pydoit/doit) (👨‍💻 70 · 🔀 190 · 📦 2.2K · 📋 320 - 29% open · ⏱️ 12.02.2026): ``` - git clone https://github.com/pypa/flit + git clone https://github.com/pydoit/doit ``` -- [PyPi](https://pypi.org/project/flit) (📥 13M / month · 📦 930 · ⏱️ 25.03.2025): +- [PyPi](https://pypi.org/project/doit) (📥 700K / month · 📦 140 · ⏱️ 09.02.2026): ``` - pip install flit + pip install doit ``` -- [Conda](https://anaconda.org/conda-forge/flit) (📥 380K · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/doit) (📥 510K · ⏱️ 09.02.2026): ``` - conda install -c conda-forge flit + conda install -c conda-forge doit ```
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doit (🥉32 · ⭐ 2K) - CLI task management & automation tool. MIT +
flit (🥉33 · ⭐ 2.2K) - Simplified packaging of Python modules. BSD-3 -- [GitHub](https://github.com/pydoit/doit) (👨‍💻 70 · 🔀 190 · 📋 320 - 29% open · ⏱️ 12.02.2026): +- [GitHub](https://github.com/pypa/flit) (👨‍💻 82 · 🔀 150 · 📦 2.7K · 📋 440 - 29% open · ⏱️ 15.03.2026): ``` - git clone https://github.com/pydoit/doit + git clone https://github.com/pypa/flit ``` -- [PyPi](https://pypi.org/project/doit) (📥 700K / month · 📦 140 · ⏱️ 09.02.2026): +- [PyPi](https://pypi.org/project/flit) (📥 13M / month · 📦 930 · ⏱️ 25.03.2025): ``` - pip install doit + pip install flit ``` -- [Conda](https://anaconda.org/conda-forge/doit) (📥 500K · ⏱️ 09.02.2026): +- [Conda](https://anaconda.org/conda-forge/flit) (📥 380K · ⏱️ 22.04.2025): ``` - conda install -c conda-forge doit + conda install -c conda-forge flit ```
pybuilder (🥉29 · ⭐ 2K) - Software build automation tool for Python. Apache-2 @@ -2437,7 +2437,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/pybuilder/pybuilder ``` -- [PyPi](https://pypi.org/project/pybuilder) (📥 63K / month · 📦 6 · ⏱️ 02.04.2026): +- [PyPi](https://pypi.org/project/pybuilder) (📥 61K / month · 📦 6 · ⏱️ 02.04.2026): ``` pip install pybuilder ``` @@ -2453,7 +2453,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/ml-tooling/universal-build ``` -- [PyPi](https://pypi.org/project/universal-build) (📥 220 / month · 📦 7 · ⏱️ 16.11.2021): +- [PyPi](https://pypi.org/project/universal-build) (📥 250 / month · 📦 7 · ⏱️ 16.11.2021): ``` pip install universal-build ``` @@ -2461,7 +2461,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 4 hidden projects... - setuptools_scm (🥈36 · ⭐ 940) - the blessed package to manage your versions by scm tags. ❗Unlicensed -- buildout (🥉29 · ⭐ 620) - Buildout is a deployment automation tool written in and extended.. ❗️ZPL-2.1 +- buildout (🥉29 · ⭐ 610) - Buildout is a deployment automation tool written in and extended.. ❗️ZPL-2.1 - paver (🥉22 · ⭐ 460 · 💀) - Python-based project scripting. BSD-3 - pynt (🥉17 · ⭐ 160 · 💀) - A pynt of Python build. MIT
@@ -2473,7 +2473,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
psutil (🥇48 · ⭐ 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3 -- [GitHub](https://github.com/giampaolo/psutil) (👨‍💻 230 · 🔀 1.5K · 📦 780K · 📋 1.9K - 18% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/giampaolo/psutil) (👨‍💻 230 · 🔀 1.5K · 📦 780K · 📋 2K - 18% open · ⏱️ 14.04.2026): ``` git clone https://github.com/giampaolo/psutil @@ -2489,7 +2489,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
memray (🥈36 · ⭐ 15K) - Memray is a memory profiler for Python. Apache-2 -- [GitHub](https://github.com/bloomberg/memray) (👨‍💻 65 · 🔀 440 · 📦 2K · 📋 270 - 18% open · ⏱️ 08.04.2026): +- [GitHub](https://github.com/bloomberg/memray) (👨‍💻 65 · 🔀 440 · 📦 2.1K · 📋 270 - 18% open · ⏱️ 08.04.2026): ``` git clone https://github.com/bloomberg/memray @@ -2505,12 +2505,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Scalene (🥈35 · ⭐ 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2 -- [GitHub](https://github.com/plasma-umass/scalene) (👨‍💻 61 · 🔀 430 · 📦 990 · 📋 520 - 29% open · ⏱️ 06.04.2026): +- [GitHub](https://github.com/plasma-umass/scalene) (👨‍💻 61 · 🔀 430 · 📦 1K · 📋 520 - 29% open · ⏱️ 06.04.2026): ``` git clone https://github.com/plasma-umass/scalene ``` -- [PyPi](https://pypi.org/project/scalene) (📥 370K / month · 📦 66 · ⏱️ 22.03.2026): +- [PyPi](https://pypi.org/project/scalene) (📥 360K / month · 📦 66 · ⏱️ 22.03.2026): ``` pip install scalene ``` @@ -2533,12 +2533,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
py-spy (🥈34 · ⭐ 15K · 💤) - Sampling profiler for Python programs. MIT -- [GitHub](https://github.com/benfred/py-spy) (👨‍💻 53 · 🔀 500 · 📥 52K · 📦 8.2K · 📋 450 - 49% open · ⏱️ 18.08.2025): +- [GitHub](https://github.com/benfred/py-spy) (👨‍💻 53 · 🔀 500 · 📥 53K · 📦 8.2K · 📋 450 - 49% open · ⏱️ 18.08.2025): ``` git clone https://github.com/benfred/py-spy ``` -- [PyPi](https://pypi.org/project/py-spy) (📥 18M / month · 📦 110 · ⏱️ 31.07.2025): +- [PyPi](https://pypi.org/project/py-spy) (📥 19M / month · 📦 110 · ⏱️ 31.07.2025): ``` pip install py-spy ``` @@ -2551,18 +2551,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M cargo install py-spy ```
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Yappi (🥈31 · ⭐ 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT +
Yappi (🥈30 · ⭐ 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT - [GitHub](https://github.com/sumerc/yappi) (👨‍💻 35 · 🔀 79 · 📦 1.7K · 📋 97 - 19% open · ⏱️ 17.03.2026): ``` git clone https://github.com/sumerc/yappi ``` -- [PyPi](https://pypi.org/project/yappi) (📥 3.5M / month · 📦 89 · ⏱️ 17.03.2026): +- [PyPi](https://pypi.org/project/yappi) (📥 3.2M / month · 📦 89 · ⏱️ 17.03.2026): ``` pip install yappi ``` -- [Conda](https://anaconda.org/conda-forge/yappi) (📥 370K · ⏱️ 18.03.2026): +- [Conda](https://anaconda.org/conda-forge/yappi) (📥 380K · ⏱️ 18.03.2026): ``` conda install -c conda-forge yappi ``` @@ -2574,18 +2574,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/aristocratos/bpytop ``` -- [PyPi](https://pypi.org/project/bpytop) (📥 9.2K / month · 📦 1 · ⏱️ 22.12.2021): +- [PyPi](https://pypi.org/project/bpytop) (📥 9K / month · 📦 1 · ⏱️ 22.12.2021): ``` pip install bpytop ``` -- [Conda](https://anaconda.org/conda-forge/bpytop) (📥 27K · ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/bpytop) (📥 28K · ⏱️ 22.04.2025): ``` conda install -c conda-forge bpytop ```
line_profiler (🥉29 · ⭐ 3.2K) - Line-by-line profiling for Python. BSD-3 -- [GitHub](https://github.com/pyutils/line_profiler) (👨‍💻 54 · 🔀 130 · 📥 2.2K · 📋 140 - 37% open · ⏱️ 09.04.2026): +- [GitHub](https://github.com/pyutils/line_profiler) (👨‍💻 54 · 🔀 130 · 📥 2.2K · 📋 140 - 36% open · ⏱️ 15.04.2026): ``` git clone https://github.com/pyutils/line_profiler @@ -2621,7 +2621,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M - memory-profiler (🥉29 · ⭐ 4.6K · 💀) - Monitor Memory usage of Python code. BSD-3 - Diamond (🥉28 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. MIT - memory_profiler (🥉27 · ⭐ 4.5K · 💀) - Monitor Memory usage of Python code. BSD-3 -- vprof (🥉23 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2 +- vprof (🥉24 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2 - Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3 - heartrate (🥉19 · ⭐ 1.8K · 💀) - Simple real time visualisation of the execution of a Python program. MIT - pyheat (🥉18 · ⭐ 840 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT @@ -2633,30 +2633,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M Back to top -
executing (🥇30 · ⭐ 390 · 💤) - Get information about what a Python frame is currently doing,.. MIT - -- [GitHub](https://github.com/alexmojaki/executing) (👨‍💻 11 · 🔀 39 · 📦 340K · 📋 53 - 35% open · ⏱️ 31.08.2025): - - ``` - git clone https://github.com/alexmojaki/executing - ``` -- [PyPi](https://pypi.org/project/executing) (📥 110M / month · 📦 800 · ⏱️ 01.09.2025): - ``` - pip install executing - ``` -- [Conda](https://anaconda.org/conda-forge/executing) (📥 26M · ⏱️ 01.09.2025): - ``` - conda install -c conda-forge executing - ``` -
-
astor (🥈29 · ⭐ 860) - Python AST read/write. BSD-3 +
astor (🥇29 · ⭐ 860) - Python AST read/write. BSD-3 - [GitHub](https://github.com/berkerpeksag/astor) (👨‍💻 35 · 🔀 110 · 📋 130 - 24% open · ⏱️ 17.02.2026): ``` git clone https://github.com/berkerpeksag/astor ``` -- [PyPi](https://pypi.org/project/astor) (📥 21M / month · 📦 620 · ⏱️ 10.12.2019): +- [PyPi](https://pypi.org/project/astor) (📥 22M / month · 📦 620 · ⏱️ 10.12.2019): ``` pip install astor ``` @@ -2676,11 +2660,27 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install gast ``` -- [Conda](https://anaconda.org/conda-forge/gast) (📥 3.9M · ⏱️ 30.11.2025): +- [Conda](https://anaconda.org/conda-forge/gast) (📥 4M · ⏱️ 30.11.2025): ``` conda install -c conda-forge gast ```
+
executing (🥉26 · ⭐ 390 · 💤) - Get information about what a Python frame is currently doing,.. MIT + +- [GitHub](https://github.com/alexmojaki/executing) (👨‍💻 11 · 🔀 39 · 📋 53 - 35% open · ⏱️ 31.08.2025): + + ``` + git clone https://github.com/alexmojaki/executing + ``` +- [PyPi](https://pypi.org/project/executing) (📥 120M / month · 📦 800 · ⏱️ 01.09.2025): + ``` + pip install executing + ``` +- [Conda](https://anaconda.org/conda-forge/executing) (📥 26M · ⏱️ 01.09.2025): + ``` + conda install -c conda-forge executing + ``` +
asteval (🥉26 · ⭐ 210) - minimalistic evaluator of python expression using ast module. MIT - [GitHub](https://github.com/newville/asteval) (👨‍💻 27 · 🔀 47 · ⏱️ 17.12.2025): @@ -2692,7 +2692,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install asteval ``` -- [Conda](https://anaconda.org/conda-forge/asteval) (📥 900K · ⏱️ 18.12.2025): +- [Conda](https://anaconda.org/conda-forge/asteval) (📥 910K · ⏱️ 18.12.2025): ``` conda install -c conda-forge asteval ``` @@ -2710,7 +2710,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pre-commit (🥇41 · ⭐ 15K) - A framework for managing and maintaining multi-language pre-commit.. MIT -- [GitHub](https://github.com/pre-commit/pre-commit) (👨‍💻 170 · 🔀 930 · 📥 5.5M · 📦 270K · 📋 2.3K - 1% open · ⏱️ 07.04.2026): +- [GitHub](https://github.com/pre-commit/pre-commit) (👨‍💻 170 · 🔀 930 · 📥 5.6M · 📦 270K · 📋 2.3K - 1% open · ⏱️ 14.04.2026): ``` git clone https://github.com/pre-commit/pre-commit @@ -2719,7 +2719,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` pip install pre-commit ``` -- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 9.3M · ⏱️ 17.12.2025): +- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 9.4M · ⏱️ 17.12.2025): ``` conda install -c conda-forge pre-commit ``` diff --git a/history/2026-04-16_changes.md b/history/2026-04-16_changes.md new file mode 100644 index 0000000..2566d3c --- /dev/null +++ b/history/2026-04-16_changes.md @@ -0,0 +1,20 @@ +## 📈 Trending Up + +_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ + +- safety (🥈36 · ⭐ 2K · 📈) - Safety checks Python dependencies for known security vulnerabilities and.. MIT +- prettytable (🥈35 · ⭐ 1.6K · 📈) - Display tabular data in a visually appealing ASCII.. ❗Unlicensed +- PyHamcrest (🥉28 · ⭐ 800 · 📈) - Hamcrest matchers for Python. ❗Unlicensed +- flake8-comprehensions (🥈28 · ⭐ 470 · 📈) - A flake8 plugin to help you write better.. MIT +- Mamba Test Runner (🥉25 · ⭐ 540 · 💀) - The definitive testing tool for Python. Born under the.. MIT + +## 📉 Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- parso (🥈32 · ⭐ 670 · 📉) - A Python Parser. MIT +- breathe (🥉26 · ⭐ 810 · 📉) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3 +- pep8-naming (🥉26 · ⭐ 530 · 💤) - Naming Convention checker for Python. ❗️Saxpath +- executing (🥉26 · ⭐ 390 · 💤) - Get information about what a Python frame is currently doing,.. MIT +- pycco (🥉19 · ⭐ 860 · 💀) - Literate-style documentation generator. MIT + diff --git a/history/2026-04-16_projects.csv b/history/2026-04-16_projects.csv new file mode 100644 index 0000000..db3b334 --- /dev/null +++ b/history/2026-04-16_projects.csv @@ -0,0 +1,269 @@ +,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,github_release_downloads,monthly_downloads,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,trending,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,conda_forge +0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2026-04-09 17:48:40.000000,2026-04-09 17:48:38,421.0,24.0,196.0,55.0,245.0,4.0,2710.0,2026-04-09 17:48:44.000,2026.04.09,100.0,17.0,3.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/catalog,https://github.com/mkdocs/catalog,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2026-04-09 19:11:56.000000,2025-11-06 18:40:58,419.0,,117.0,18.0,362.0,37.0,1726.0,2023-06-29 18:48:34.000,2023.06.29,68.0,63.0,1.0,0,True,mkdocs/catalog,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2026-04-16 11:59:32.000000,2026-04-16 11:59:31,17282.0,161.0,3088.0,197.0,6964.0,5416.0,13769.0,2026-04-07 17:16:45.000,9.0.3,190.0,1100.0,998.0,50,True,,pytest,conda-forge/pytest,['pytest'],29274.0,613414966.0,1923048.0,1769062.0,https://pypi.org/project/pytest,2026-04-07 17:16:16.000,153986.0,612704540.0,https://anaconda.org/conda-forge/pytest,2026-04-10 13:05:52.057,46864063.0,1.0,,,,,,,,,,,,,,,,,, +5,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter and code formatter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2026-04-16 15:25:50.000000,2026-04-16 14:32:24,14948.0,1313.0,1997.0,102.0,16011.0,6284.0,47111.0,2026-04-09 14:07:15.000,0.15.10,403.0,852.0,1654.0,48,True,astral-sh/ruff,ruff,conda-forge/ruff,,4800370.0,191236822.0,227598.0,176124.0,https://pypi.org/project/ruff,2026-04-09 14:05:42.000,51474.0,190861766.0,https://anaconda.org/conda-forge/ruff,2026-04-09 20:13:40.558,6431215.0,1.0,,,,,,,,,,,,,,,,,, +6,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2026-04-14 10:24:08.000000,2026-04-14 10:24:04,6688.0,223.0,1477.0,223.0,893.0,1583.0,11139.0,2026-01-28 18:14:57.000,7.2.2,104.0,232.0,371.0,48,True,,psutil,conda-forge/psutil,,,311397623.0,801277.0,781655.0,https://pypi.org/project/psutil,2026-01-28 18:14:57.000,19622.0,310527121.0,https://anaconda.org/conda-forge/psutil,2026-01-29 09:23:17.173,60064699.0,1.0,,,,,,,,,,,,,,,,,, +7,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2026-04-12 11:02:00.080000,2026-04-12 09:40:06,4458.0,150.0,2099.0,528.0,1434.0,1280.0,56109.0,2026-04-12 08:27:58.000,15.0.0,207.0,289.0,305.0,47,True,,rich,conda-forge/rich,,,487853609.0,565476.0,521708.0,https://pypi.org/project/rich,2026-04-12 08:24:02.000,43768.0,487575809.0,https://anaconda.org/conda-forge/rich,2026-04-12 11:02:00.080,19168246.0,1.0,,,,,,,,,,,,,,,,,, +8,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2026-04-15 16:05:44.000000,2026-04-15 16:05:44,15879.0,149.0,3253.0,319.0,6129.0,6767.0,10166.0,2026-02-05 02:20:16.000,26.0.1,155.0,874.0,1062.0,47,True,,pip,conda-forge/pip,,,531015566.0,255801.0,250076.0,https://pypi.org/project/pip,2026-02-05 02:20:16.000,5725.0,528053232.0,https://anaconda.org/conda-forge/pip,2026-02-05 06:08:27.516,210325768.0,1.0,,,,,,,,,,,,,,,,,, +9,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2026-04-13 09:04:58.000000,2026-04-13 09:04:56,16613.0,96.0,1373.0,94.0,2005.0,2216.0,2820.0,2026-03-09 12:47:20.000,82.0.1,631.0,640.0,636.0,47,True,,setuptools,conda-forge/setuptools,,,1374046661.0,880811.0,848822.0,https://pypi.org/project/setuptools,2026-03-09 12:47:15.000,31989.0,1371330169.0,https://anaconda.org/conda-forge/setuptools,2026-03-09 16:49:40.576,192870994.0,1.0,,,,,,,,,,,,,,,,,, +10,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2026-04-16 14:03:10.000000,2026-04-16 14:03:08,2196.0,82.0,2746.0,229.0,2215.0,2503.0,41468.0,2026-03-12 03:36:01.000,26.3.1,72.0,519.0,322.0,46,True,,black,conda-forge/black,,146260.0,117957958.0,732613.0,674884.0,https://pypi.org/project/black,2026-03-12 03:36:01.000,57729.0,117690553.0,https://anaconda.org/conda-forge/black,2026-03-12 11:38:04.361,18332313.0,1.0,,,,,,,,,,,,,,,,,, +11,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2026-04-13 17:53:54.000000,2026-04-13 17:51:52,9566.0,285.0,1882.0,352.0,2178.0,4350.0,25095.0,2026-04-03 20:14:40.000,2026.5.2,415.0,540.0,13.0,46,True,,pipenv,conda-forge/pipenv,,,23032021.0,174528.0,174271.0,https://pypi.org/project/pipenv,2026-04-03 20:14:40.000,257.0,23027422.0,https://anaconda.org/conda-forge/pipenv,2026-04-03 21:42:54.928,326561.0,1.0,,,,,,,,,,,,,,,,,, +12,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,,2012-12-07 13:30:23.000,2026-04-16 13:58:34.000000,2026-04-16 13:58:34,13485.0,323.0,3164.0,233.0,9195.0,9254.0,20372.0,2026-04-13 02:46:37.000,1.20.1,135.0,845.0,3133.0,45,False,,mypy,conda-forge/mypy,,,137224269.0,57127.0,,https://pypi.org/project/mypy,2026-04-13 02:46:37.000,57127.0,137122109.0,https://anaconda.org/conda-forge/mypy,2026-04-13 09:27:14.284,7151241.0,1.0,,,,,,,,,,,,,,,,,, +13,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2026-04-15 22:12:56.000000,2026-04-15 22:12:56,1141.0,93.0,1091.0,161.0,1661.0,1420.0,5032.0,2026-04-14 22:15:36.000,21.2.4,259.0,306.0,,45,True,,virtualenv,conda-forge/virtualenv,,76.0,402799938.0,504776.0,502640.0,https://pypi.org/project/virtualenv,2026-04-14 22:15:29.000,2136.0,402489386.0,https://anaconda.org/conda-forge/virtualenv,2026-04-15 09:58:00.915,20496475.0,2.0,,,,,,,,,,,,,,,,,, +14,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2026-04-11 01:50:46.536682,2026-02-03 16:58:32,2036.0,17.0,1436.0,209.0,617.0,594.0,31119.0,2026-02-03 18:07:15.000,4.67.3,144.0,130.0,584.0,44,True,,tqdm,conda-forge/tqdm,,20426.0,405936174.0,1245254.0,1194809.0,https://pypi.org/project/tqdm,2026-02-03 17:35:50.000,50445.0,405249701.0,https://anaconda.org/conda-forge/tqdm,2026-02-03 21:18:13.686,48035977.0,1.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2026-04-11 01:50:46.536682,3.0,6173.0,,,,,,,,,,,,, +15,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2026-04-12 16:39:03.000000,2026-04-12 16:39:01,9970.0,68.0,2013.0,222.0,2690.0,5340.0,12957.0,2026-02-14 18:07:36.000,6.19.0,79.0,492.0,292.0,44,True,,pyinstaller,conda-forge/pyinstaller,,753370.0,8152496.0,89380.0,87692.0,https://pypi.org/project/pyinstaller,2026-02-14 18:05:22.000,1688.0,8119932.0,https://anaconda.org/conda-forge/pyinstaller,2026-02-18 18:21:27.703,1737243.0,1.0,,,,,,,,,,,,,,,,,, +16,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2026-04-13 21:57:45.000000,2026-04-13 21:57:44,10002.0,90.0,1218.0,72.0,5013.0,4914.0,5673.0,2026-02-20 09:07:31.000,4.0.5,211.0,635.0,1021.0,44,True,pylint-dev/pylint,pylint,conda-forge/pylint,,619.0,47427367.0,502304.0,490008.0,https://pypi.org/project/pylint,2026-02-20 09:07:31.000,12296.0,47316801.0,https://anaconda.org/conda-forge/pylint,2026-02-20 20:25:17.290,7738926.0,1.0,,,,,,,,,,,,,,,,,, +17,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2026-04-16 13:27:10.000000,2026-04-16 13:26:04,15382.0,57.0,2531.0,472.0,855.0,4533.0,11559.0,2026-03-03 16:50:54.000,7.4.2,152.0,226.0,282.0,43,True,,robotframework,conda-forge/robotframework,,579.0,4626145.0,15094.0,13982.0,https://pypi.org/project/robotframework,2026-03-03 16:28:51.000,1112.0,4621779.0,https://anaconda.org/conda-forge/robotframework,2026-03-04 14:33:43.144,266083.0,1.0,,,,,,,,,,,,,,,,,, +18,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2026-04-16 12:36:20.000000,2026-04-16 12:27:22,17768.0,166.0,2143.0,178.0,5391.0,9888.0,7380.0,2026-04-10 19:43:53.000,26.3.2,112.0,490.0,613.0,43,True,,conda,conda-forge/conda,,45402.0,1018511.0,51935.0,51852.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,83.0,6978.0,https://anaconda.org/conda-forge/conda,2026-04-10 21:29:22.370,71784252.0,1.0,,,,,,,,,,,,,,,,,, +19,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2026-04-15 21:29:06.000000,2026-04-15 20:16:54,4589.0,141.0,615.0,43.0,1139.0,1252.0,6931.0,2026-02-28 10:08:19.000,8.0.1,152.0,336.0,124.0,43,True,,isort,conda-forge/isort,,,89510206.0,604054.0,577456.0,https://pypi.org/project/isort,2026-02-28 10:08:19.000,26598.0,89379106.0,https://anaconda.org/conda-forge/isort,2026-02-28 11:36:11.788,9045939.0,2.0,,,,,,,,,,,,,,,,,, +20,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2026-04-15 22:22:14.000000,2026-04-15 22:22:13,1183.0,219.0,549.0,37.0,1834.0,1888.0,3914.0,2026-04-14 13:44:11.000,4.53.0,284.0,347.0,,43,True,,tox,conda-forge/tox,['pytest'],,40177259.0,147852.0,134773.0,https://pypi.org/project/tox,2026-04-14 13:44:11.000,13079.0,40152239.0,https://anaconda.org/conda-forge/tox,2026-04-09 20:12:41.009,1776443.0,1.0,,,,,,,,,,,,,,,,,, +21,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2026-04-13 21:12:45.000000,2026-04-12 16:08:12,3756.0,67.0,2428.0,186.0,3375.0,5826.0,34267.0,2026-04-12 15:16:07.000,2.3.4,186.0,645.0,562.0,42,True,,poetry,conda-forge/poetry,,15592745.0,78599114.0,913.0,,https://pypi.org/project/poetry,2026-04-12 15:16:07.000,913.0,78311878.0,https://anaconda.org/conda-forge/poetry,2026-04-12 18:25:14.879,7842625.0,2.0,,,,,,,,,,,,,,,,,, +22,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2026-04-16 14:42:25.000000,2026-04-16 14:42:24,6747.0,41.0,4057.0,147.0,3334.0,2665.0,26550.0,2026-03-19 15:41:55.000,9.7.6,441.0,330.0,1.0,42,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],,16946121.0,93412.0,83905.0,https://pypi.org/project/mkdocs-material,2026-03-19 15:41:55.000,9507.0,16932761.0,https://anaconda.org/conda-forge/mkdocs-material,2026-03-27 14:03:05.465,948580.0,1.0,,,,,,,,,,,,,,,,,, +23,hypothesis,HypothesisWorks/hypothesis,testing,The property-based testing library for Python.,,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2026-04-16 12:38:40.000000,2026-04-15 00:21:00,17302.0,149.0,639.0,64.0,2950.0,1690.0,8578.0,2026-04-14 22:29:42.000,hypothesis-python-6.152.1,1495.0,366.0,72.0,42,True,,hypothesis,conda-forge/hypothesis,,,29742307.0,44859.0,39862.0,https://pypi.org/project/hypothesis,2026-04-14 22:29:20.000,4997.0,29490448.0,https://anaconda.org/conda-forge/hypothesis,2026-04-15 01:55:12.390,17882029.0,1.0,,,,,,,,,,,,,,,,,, +24,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2026-04-12 22:52:04.000000,2025-12-31 15:07:44,22399.0,,2394.0,169.0,6653.0,6183.0,7774.0,2025-12-31 15:09:25.000,9.1.0,241.0,908.0,1423.0,42,False,,sphinx,conda-forge/sphinx,['sphinx'],,69348823.0,517687.0,481630.0,https://pypi.org/project/sphinx,2025-12-31 15:09:25.000,36057.0,69148450.0,https://anaconda.org/conda-forge/sphinx,2026-01-01 12:53:05.325,14226531.0,1.0,,,,,,,,,,,,,,,,,, +25,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2026-04-14 16:07:49.000000,2026-04-14 16:07:47,2826.0,6.0,932.0,91.0,1320.0,2260.0,15162.0,2025-12-16 21:18:45.000,4.5.1,201.0,166.0,30.0,41,True,,pre-commit,conda-forge/pre-commit,,5588453.0,122672081.0,300144.0,274182.0,https://pypi.org/project/pre-commit,2025-12-16 21:14:32.000,25962.0,122468360.0,https://anaconda.org/conda-forge/pre-commit,2025-12-17 02:34:24.697,9351017.0,1.0,,,,,,,,,,,,,,,,,, +26,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2026-03-26 22:31:27.000000,2026-02-13 11:01:08,8510.0,6.0,525.0,107.0,625.0,1367.0,6134.0,2024-11-11 01:41:40.000,0.19.2,35.0,178.0,95.0,41,True,,jedi,conda-forge/jedi,,,117521778.0,596164.0,595011.0,https://pypi.org/project/jedi,2024-11-11 01:41:40.000,1153.0,116988299.0,https://anaconda.org/conda-forge/jedi,2025-04-22 14:56:29.139,37343533.0,1.0,,,,,,,,,,,,,,,,,, +27,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2025-10-20 13:17:06.000000,2025-10-20 13:17:06,2118.0,,2602.0,224.0,1357.0,2001.0,21988.0,2024-08-30 12:24:05.000,1.6.1,62.0,262.0,144.0,40,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],,15904064.0,106245.0,99109.0,https://pypi.org/project/mkdocs,2024-08-30 12:24:05.000,7136.0,15889152.0,https://anaconda.org/conda-forge/mkdocs,2025-04-22 14:56:22.183,864940.0,1.0,,,,,,,,,,,,,,,,,, +28,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4-3.13. You feed it your..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,AGPL-3.0,2013-04-23 15:40:33.000,2026-04-11 08:18:03.000000,2026-04-11 08:09:46,14646.0,678.0,772.0,136.0,541.0,2605.0,14735.0,2026-04-10 07:18:15.000,4.0.8,379.0,208.0,208.0,40,True,,nuitka,conda-forge/nuitka,,,1616491.0,3950.0,3744.0,https://pypi.org/project/nuitka,2026-04-10 07:18:15.000,206.0,1575166.0,https://anaconda.org/conda-forge/nuitka,2026-04-10 13:48:03.006,2934103.0,1.0,,,,,,,,,,,,,,,,,, +29,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2026-04-15 18:07:39.000000,2026-04-15 17:37:37,2605.0,128.0,661.0,96.0,1188.0,973.0,8001.0,2026-02-11 18:25:06.000,7.5.3,125.0,226.0,196.0,40,True,,pip-tools,conda-forge/pip-tools,,,27416993.0,40538.0,37613.0,https://pypi.org/project/pip-tools,2026-02-11 18:25:06.000,2925.0,27412676.0,https://anaconda.org/conda-forge/pip-tools,2026-02-12 02:27:03.925,306537.0,2.0,,,,,,,,,,,,,,,,,, +30,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2026-04-14 05:46:49.000000,2026-04-14 05:46:47,2510.0,4.0,341.0,37.0,397.0,1587.0,3776.0,2025-06-20 19:31:34.000,7.3.0,94.0,178.0,23.0,40,True,,flake8,conda-forge/flake8,,,55541453.0,712780.0,686246.0,https://pypi.org/project/flake8,2025-06-20 19:31:34.000,26534.0,55393113.0,https://anaconda.org/conda-forge/flake8,2025-06-26 20:01:55.726,10532173.0,1.0,,,,,,,,,,,,,,,,,, +31,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2026-04-16 14:31:31.000000,2026-04-16 14:31:27,3838.0,308.0,603.0,69.0,3647.0,1931.0,2168.0,2026-04-13 17:23:45.000,2.58.0,329.0,306.0,392.0,40,True,,sentry-sdk,conda-forge/sentry-sdk,,4014.0,130130099.0,1593.0,,https://pypi.org/project/sentry-sdk,2026-04-13 17:23:24.000,1593.0,130106957.0,https://anaconda.org/conda-forge/sentry-sdk,2026-04-13 20:36:31.904,1608298.0,1.0,,,,,,,,,,,,,,,,,, +32,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2026-04-15 14:30:12.000000,2026-04-15 14:11:59,1346.0,78.0,178.0,34.0,1009.0,342.0,1635.0,2025-11-10 16:08:54.000,1.3.0,74.0,78.0,50.0,40,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1865.0,158926204.0,226363.0,192038.0,https://pypi.org/project/pytest-asyncio,2026-04-15 14:30:12.000,34325.0,158882591.0,https://anaconda.org/conda-forge/pytest-asyncio,2025-11-10 17:56:23.183,3093986.0,1.0,,,,,,,,,,,,,,,,,, +33,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2026-04-16 00:34:34.305000,2026-04-15 23:17:43,8460.0,26.0,1781.0,128.0,2396.0,7248.0,15378.0,2026-04-16 00:34:34.305,1.1.409,493.0,143.0,255.0,39,True,,,,,6551.0,4620830.0,1626.0,1569.0,,,,,,,,2.0,,,,,,pyright,https://www.npmjs.com/package/pyright,2026-04-16 00:34:34.305,57.0,4620643.0,,,,,,,, +34,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2026-03-26 18:14:38.000000,2026-02-11 12:58:01,1007.0,2.0,1126.0,149.0,1170.0,1452.0,14526.0,2026-01-30 15:09:24.000,1.58.0,127.0,51.0,70.0,39,True,,playwright,,,,62690473.0,56925.0,53183.0,https://pypi.org/project/playwright,2026-01-30 15:09:24.000,3742.0,62690473.0,,,,2.0,,,,,,,,,,,,,,,,,, +35,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2026-04-11 04:22:20.000000,2025-02-10 20:44:26,1355.0,,902.0,197.0,425.0,473.0,13983.0,2024-11-14 00:11:39.000,0.43.0,75.0,156.0,418.0,39,False,,yapf,conda-forge/yapf,,,13743322.0,109059.0,107803.0,https://pypi.org/project/yapf,2024-11-14 00:11:39.000,1256.0,13690159.0,https://anaconda.org/conda-forge/yapf,2025-04-22 14:56:24.153,3189784.0,2.0,,,,,,,,,,,,,,,,,, +36,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-09-24 19:23:46.000,2026-04-12 21:16:25.000000,2026-04-12 21:16:25,9941.0,90.0,341.0,58.0,1325.0,2815.0,2367.0,2025-11-16 22:46:54.000,4.10.1,42.0,171.0,655.0,39,True,,scons,conda-forge/scons,,2046.0,950019.0,4264.0,4206.0,https://pypi.org/project/scons,2025-11-16 22:43:35.000,58.0,930688.0,https://anaconda.org/conda-forge/scons,2025-11-17 08:09:00.894,1312937.0,1.0,,,,,,,,,,,,,,,,,, +37,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2026-04-15 23:52:05.000000,2026-04-15 23:52:05,964.0,80.0,288.0,26.0,727.0,356.0,723.0,2026-04-14 21:16:51.000,26.1,52.0,139.0,98.0,39,False,,packaging,conda-forge/packaging,,974.0,1559094034.0,1862501.0,1843601.0,https://pypi.org/project/packaging,2026-04-14 21:12:47.000,18900.0,1557773214.0,https://anaconda.org/conda-forge/packaging,2026-04-14 23:30:02.145,93777436.0,2.0,,,,,,,,,,,,,,,,,, +38,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2017-07-25 20:24:25.000,2026-04-06 18:51:55.000000,2026-04-06 10:23:54,1002.0,14.0,174.0,27.0,265.0,406.0,553.0,2026-01-22 12:39:53.000,0.46.3,85.0,88.0,14.0,39,True,,wheel,conda-forge/wheel,,,512109646.0,401441.0,385870.0,https://pypi.org/project/wheel,2026-01-22 12:39:48.000,15571.0,509698437.0,https://anaconda.org/conda-forge/wheel,2026-01-23 03:34:02.654,163962219.0,1.0,,,,,,,,,,,,,,,,,, +39,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,,2011-12-04 08:49:15.000,2026-04-16 05:21:40.000000,2026-04-12 07:52:21,7058.0,312.0,1715.0,501.0,1063.0,2083.0,32274.0,2026-03-31 06:07:15.000,4.5.3,135.0,237.0,100.0,38,False,,glances,conda-forge/glances,,1764.0,112995.0,1233.0,1227.0,https://pypi.org/project/glances,2026-03-31 06:07:15.000,6.0,102646.0,https://anaconda.org/conda-forge/glances,2026-03-31 07:31:27.987,651219.0,1.0,,,,,,,,,,,,,,,,,, +40,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2026-04-06 15:52:02.000000,2026-04-06 15:35:47,1025.0,30.0,780.0,138.0,307.0,918.0,23815.0,2024-12-06 11:25:42.000,0.7.3,22.0,74.0,237.0,38,True,,loguru,conda-forge/loguru,,,71451302.0,162438.0,150950.0,https://pypi.org/project/loguru,2024-12-06 11:20:54.000,11488.0,71392062.0,https://anaconda.org/conda-forge/loguru,2026-01-16 11:15:00.482,4206107.0,2.0,,,,,,,,,,,,,,,,,, +41,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2026-04-15 17:02:56.000000,2026-04-15 17:02:54,917.0,74.0,535.0,76.0,843.0,778.0,12718.0,2026-03-31 09:49:21.000,1.11.1,71.0,183.0,118.0,38,True,,pipx,conda-forge/pipx,,1004610.0,8541498.0,4861.0,4764.0,https://pypi.org/project/pipx,2026-03-31 09:49:01.000,97.0,8524902.0,https://anaconda.org/conda-forge/pipx,2026-03-31 19:15:31.018,210035.0,2.0,,,,,,,,,,,,,,,,,, +42,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2026-04-13 23:24:22.000000,2026-04-13 23:24:20,1502.0,15.0,736.0,70.0,619.0,525.0,7935.0,2026-02-25 06:44:13.000,1.9.4,51.0,197.0,219.0,38,True,,bandit,conda-forge/bandit,,919.0,19831050.0,67541.0,64165.0,https://pypi.org/project/bandit,2026-02-25 06:44:13.000,3376.0,19821729.0,https://anaconda.org/conda-forge/bandit,2026-02-25 10:39:26.216,614630.0,1.0,,,,,,,,,,,,,,,,,, +43,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2026-04-07 16:34:39.989000,2026-04-07 15:39:02,3782.0,36.0,388.0,89.0,277.0,417.0,4734.0,2026-04-07 15:17:46.000,3.0.3,71.0,63.0,441.0,38,True,,invoke,conda-forge/invoke,,,71035293.0,34420.0,33066.0,https://pypi.org/project/invoke,2026-04-07 15:17:46.000,1354.0,71001158.0,https://anaconda.org/conda-forge/invoke,2026-04-07 16:34:39.989,2150546.0,2.0,,,,,,,,,,,,,,,,,, +44,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2026-03-22 00:27:51.180000,2026-03-21 19:57:53,1071.0,17.0,231.0,40.0,286.0,296.0,2031.0,2026-03-21 20:11:14.000,7.1.0,54.0,103.0,158.0,38,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],,174658477.0,77890.0,,https://pypi.org/project/pytest-cov,2026-03-21 20:11:14.000,77890.0,174409873.0,https://anaconda.org/conda-forge/pytest-cov,2026-03-22 00:27:51.180,17650939.0,2.0,,,,,,,,,,,,,,,,,, +45,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2026-04-13 21:46:05.000000,2026-04-13 21:46:04,1376.0,14.0,258.0,51.0,584.0,409.0,1827.0,2025-07-01 13:31:02.000,3.8.0,71.0,115.0,299.0,38,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],429.0,113599991.0,137608.0,131991.0,https://pypi.org/project/pytest-xdist,2025-07-01 13:30:56.000,5617.0,113426425.0,https://anaconda.org/conda-forge/pytest-xdist,2025-07-02 10:39:49.174,11975116.0,2.0,,,,,,,,,,,,,,,,,, +46,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2026-04-07 20:12:39.000000,2026-04-07 20:12:38,1371.0,14.0,325.0,38.0,738.0,504.0,1766.0,2025-09-04 15:43:15.000,6.2.0,59.0,133.0,56.0,38,True,,twine,conda-forge/twine,,130.0,27162989.0,158830.0,135907.0,https://pypi.org/project/twine,2025-09-04 15:43:15.000,22923.0,27138541.0,https://anaconda.org/conda-forge/twine,2025-09-04 19:22:15.675,1711263.0,2.0,,,,,,,,,,,,,,,,,, +47,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2026-04-15 17:27:38.000000,2026-04-15 17:27:35,10530.0,76.0,6238.0,1101.0,459.0,5373.0,37072.0,2026-04-09 16:02:30.000,1.10.4,132.0,152.0,59.0,37,True,,sqlmap,,,,77684.0,33.0,21.0,https://pypi.org/project/sqlmap,2026-04-09 16:02:30.000,12.0,77684.0,,,,2.0,,,,,,,,,,,,,,,,,, +48,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2026-04-16 02:44:14.000000,2026-04-16 02:44:12,3231.0,30.0,468.0,38.0,1359.0,1917.0,8553.0,2026-03-24 07:22:11.000,2.26.7,246.0,244.0,51.0,37,True,,pdm,conda-forge/pdm,,25885.0,10251686.0,815.0,595.0,https://pypi.org/project/pdm,2026-03-24 07:22:07.000,220.0,10219079.0,https://anaconda.org/conda-forge/pdm,2026-03-24 09:14:27.828,1755957.0,3.0,,,,,,,,,,,,,,,,,, +49,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme from Read the Docs.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2026-01-23 19:01:45.611000,2026-01-12 16:01:33,1513.0,,1814.0,167.0,767.0,678.0,5045.0,2026-01-12 16:03:28.000,3.1.0,64.0,122.0,266.0,37,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],,13847379.0,20329.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2026-01-12 16:03:28.000,20313.0,13775363.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2026-01-23 19:01:45.611,5041155.0,2.0,,,,,,,,,,,,,,,,,, +50,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000,2026-04-06 17:45:39.000000,2026-04-06 17:45:37,1863.0,39.0,275.0,32.0,414.0,355.0,4714.0,2025-10-27 08:28:21.000,25.5.0,42.0,137.0,36.0,37,True,,structlog,conda-forge/structlog,,,70715355.0,34110.0,31927.0,https://pypi.org/project/structlog,2025-10-27 08:28:21.000,2183.0,70698110.0,https://anaconda.org/conda-forge/structlog,2025-10-28 14:11:51.489,1086468.0,2.0,,,,,,,,,,,,,,,,,, +51,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2026-04-13 19:37:29.000000,2026-04-13 19:37:28,3047.0,37.0,421.0,28.0,2444.0,1163.0,2839.0,2026-02-28 18:57:23.000,1.6.1,67.0,224.0,21.0,37,True,,wemake-python-styleguide,,,,232605.0,17719.0,17610.0,https://pypi.org/project/wemake-python-styleguide,2026-02-28 18:55:56.000,109.0,232605.0,,,,1.0,,,,,,,,,,,,,,,,,, +52,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2019-09-02 14:34:19.000,2026-03-11 08:45:56.000000,2026-03-11 08:42:59,865.0,114.0,184.0,18.0,171.0,196.0,2542.0,2026-03-04 18:55:31.000,0.10.0,28.0,108.0,65.0,37,True,,tabulate,conda-forge/tabulate,,,217779579.0,12252.0,,https://pypi.org/project/tabulate,2026-03-04 18:55:31.000,12252.0,217588805.0,https://anaconda.org/conda-forge/tabulate,2026-03-05 17:47:04.179,11827998.0,2.0,,,,,,,,,,,,,,,,,, +53,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2026-04-13 21:57:07.000000,2026-04-13 21:57:05,777.0,17.0,155.0,35.0,406.0,154.0,2024.0,2025-09-16 16:40:09.000,3.15.1,66.0,82.0,15.0,37,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],157.0,89239795.0,141435.0,132022.0,https://pypi.org/project/pytest-mock,2025-09-16 16:37:25.000,9413.0,89169311.0,https://anaconda.org/conda-forge/pytest-mock,2025-09-17 09:28:14.765,4933841.0,2.0,,,,,,,,,,,,,,,,,, +54,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2026-04-08 21:39:29.068000,2026-04-08 19:45:21,1449.0,38.0,438.0,60.0,537.0,220.0,14986.0,2026-04-08 18:47:39.000,1.19.3,36.0,65.0,50.0,36,True,,memray,conda-forge/memray,,,16147925.0,2205.0,2054.0,https://pypi.org/project/memray,2026-04-08 18:47:39.000,151.0,16134574.0,https://anaconda.org/conda-forge/memray,2026-04-08 21:39:29.068,640868.0,2.0,,,,,,,,,,,,,,,,,, +55,xonsh,xonsh/xonsh,shell,"Python-powered shell. Full-featured, cross-platform and AI-friendly.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,BSD-1-Clause,2015-01-21 22:05:27.000,2026-04-16 15:28:32.000000,2026-04-16 15:27:29,11614.0,519.0,711.0,95.0,3217.0,2692.0,9286.0,2026-03-17 11:58:33.000,0.22.8,153.0,374.0,322.0,36,False,,xonsh,,,14280.0,351045.0,178.0,,https://pypi.org/project/xonsh,2026-03-17 11:58:33.000,178.0,350890.0,,,,1.0,,,,,,,,,,,,,,,,,, +56,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2026-04-15 14:48:21.000000,2026-03-31 08:52:22,28832.0,1103.0,1648.0,185.0,7124.0,1089.0,5448.0,2025-05-12 21:41:22.000,4.3.0,146.0,903.0,764.0,36,True,,buildbot,conda-forge/buildbot,,105303.0,52017.0,429.0,409.0,https://pypi.org/project/buildbot,2025-05-12 21:41:22.000,20.0,48429.0,https://anaconda.org/conda-forge/buildbot,2025-05-13 11:35:44.706,179323.0,2.0,,,,,,,,,,,,,,,,,, +57,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2026-04-13 13:10:29.000000,2026-04-03 01:26:53,2971.0,4.0,289.0,66.0,273.0,393.0,4667.0,2025-01-14 14:46:15.000,2.3.2,82.0,64.0,124.0,36,True,,autopep8,conda-forge/autopep8,,,9380577.0,232572.0,230885.0,https://pypi.org/project/autopep8,2025-01-14 14:46:15.000,1687.0,9341898.0,https://anaconda.org/conda-forge/autopep8,2025-04-22 14:56:24.132,2707566.0,3.0,,,,,,,,,,,,,,,,,, +58,beartype,beartype/beartype,linters,Unbearably fast near-real-time pure-Python runtime-static type-checker.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2026-04-16 07:13:42.000000,2026-04-16 07:02:49,1795.0,75.0,72.0,12.0,80.0,370.0,3400.0,2025-12-13 06:50:28.000,0.22.9,64.0,30.0,104.0,36,True,,beartype,conda-forge/beartype,,,86910208.0,11623.0,10724.0,https://pypi.org/project/beartype,2025-12-13 06:50:28.000,899.0,86901508.0,https://anaconda.org/conda-forge/beartype,2025-12-14 12:37:53.323,609064.0,2.0,,,,,,,,,,,,,,,,,, +59,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2026-03-23 20:38:29.000000,2026-03-23 20:38:28,873.0,16.0,174.0,31.0,565.0,226.0,1974.0,2025-11-06 20:10:13.000,3.7.0,115.0,55.0,42.0,36,True,,safety,conda-forge/safety,,1238372.0,4756755.0,20985.0,19683.0,https://pypi.org/project/safety,2026-03-12 16:42:47.000,1302.0,4737206.0,https://anaconda.org/conda-forge/safety,2025-11-07 13:05:02.116,165470.0,2.0,,,,,,,,,,,2.0,,,,,,, +60,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,BSD-3-Clause,2011-03-29 15:28:56.000,2025-12-27 20:06:33.000000,2025-12-27 20:06:26,744.0,,220.0,30.0,182.0,161.0,1782.0,2025-12-20 14:27:41.000,1.10.0,75.0,108.0,65.0,36,True,,nodeenv,conda-forge/nodeenv,,,138426721.0,137947.0,137538.0,https://pypi.org/project/nodeenv,2025-12-20 14:08:52.000,409.0,138311447.0,https://anaconda.org/conda-forge/nodeenv,2025-12-20 20:08:47.195,8069223.0,2.0,,,,,,,,,,,,,,,,,, +61,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools-scm,https://github.com/pypa/setuptools-scm,,2015-07-01 17:57:56.000,2026-04-14 02:51:13.000000,2026-04-11 08:36:53,2386.0,175.0,236.0,21.0,684.0,643.0,945.0,2026-03-27 20:33:59.000,cs-ersioning-1.1.1,104.0,158.0,34.0,36,False,,setuptools_scm,conda-forge/setuptools_scm,,802.0,141713532.0,35537.0,33005.0,https://pypi.org/project/setuptools_scm,2026-03-27 15:57:03.000,2532.0,141617634.0,https://anaconda.org/conda-forge/setuptools_scm,2025-10-20 12:59:23.792,6808344.0,2.0,,,,,,,,,,,,,,,,,, +62,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2026-04-15 12:18:35.000000,2026-04-15 12:18:16,3636.0,43.0,3220.0,386.0,1274.0,1846.0,44621.0,2026-04-08 15:27:13.000,2.6.27,100.0,475.0,78.0,35,True,,pyenv,,,,13382.0,21.0,21.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,,13382.0,,,,2.0,,,,,,,,,,,,,,,,,, +63,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2026-04-06 19:30:07.000000,2026-04-06 19:30:07,3581.0,104.0,431.0,84.0,436.0,367.0,13365.0,2026-03-22 15:30:23.000,2.2.1,188.0,61.0,155.0,35,True,,scalene,,,,356999.0,1061.0,995.0,https://pypi.org/project/scalene,2026-03-22 14:42:37.000,66.0,356999.0,,,,2.0,,,,,,,,,,,,,,,,,, +64,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2025-09-03 16:04:18.705000,2023-06-07 11:16:23,408.0,,1383.0,193.0,188.0,256.0,12430.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,534.0,35,False,,pyautogui,conda-forge/pyautogui,,,2785035.0,57373.0,56339.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,1034.0,2778384.0,https://anaconda.org/conda-forge/pyautogui,2025-09-03 16:04:18.705,438978.0,2.0,,,,,,,,,,,,,,,,,, +65,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2026-04-06 22:21:11.000000,2026-01-06 08:15:54,1214.0,,256.0,49.0,235.0,165.0,7688.0,2026-01-04 18:37:22.000,5.1.2,55.0,76.0,28.0,35,True,,pyinstrument,conda-forge/pyinstrument,,,10102382.0,4481.0,4236.0,https://pypi.org/project/pyinstrument,2026-01-04 18:37:22.000,245.0,10085997.0,https://anaconda.org/conda-forge/pyinstrument,2026-01-04 23:17:44.124,1114182.0,2.0,,,,,,,,,,,,,,,,,, +66,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pex-tool/pex,https://github.com/pex-tool/pex,Apache-2.0,2014-07-21 17:06:12.000,2026-04-15 19:34:49.000000,2026-04-15 19:34:49,1994.0,46.0,310.0,52.0,1690.0,1177.0,4204.0,2026-04-15 15:01:27.000,2.92.3,465.0,127.0,53.0,35,True,pex-tool/pex,pex,,,356143.0,4754898.0,64.0,,https://pypi.org/project/pex,2026-04-15 14:57:45.000,64.0,4710381.0,,,,2.0,,,,,,,,,,,,,,,,,, +67,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/prettytable/prettytable,https://github.com/prettytable/prettytable,,2016-01-15 02:39:17.000,2026-04-14 07:55:16.000000,2026-04-14 07:55:16,809.0,38.0,182.0,21.0,308.0,137.0,1634.0,2025-11-14 17:33:19.000,3.17.0,42.0,71.0,17.0,35,False,prettytable/prettytable,prettytable,conda-forge/prettytable,,,44594615.0,83631.0,80690.0,https://pypi.org/project/prettytable,2025-11-14 17:33:19.000,2941.0,44513556.0,https://anaconda.org/conda-forge/prettytable,2025-11-15 09:37:35.891,5268856.0,2.0,,,,,,,,,,,3.0,,,,,,, +68,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2025-06-21 07:47:51.807000,2025-06-20 18:44:19,579.0,,181.0,26.0,315.0,489.0,1446.0,2025-06-20 18:45:26.000,3.4.0,42.0,88.0,61.0,35,True,,pyflakes,conda-forge/pyflakes,,,63368247.0,333380.0,332075.0,https://pypi.org/project/pyflakes,2025-06-20 18:45:26.000,1305.0,63200982.0,https://anaconda.org/conda-forge/pyflakes,2025-06-21 07:47:51.807,10203167.0,2.0,,,,,,,,,,,,,,,,,, +69,pytest-html,pytest-dev/pytest-html,testing,Plugin for generating HTML reports for pytest results.,,https://github.com/pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2026-04-13 21:22:01.000000,2026-04-13 21:22:01,650.0,19.0,252.0,22.0,546.0,264.0,769.0,2026-01-19 11:30:07.000,4.2.0,59.0,65.0,185.0,35,True,,pytest-html,conda-forge/pytest-html,['pytest'],,22223527.0,59509.0,58412.0,https://pypi.org/project/pytest-html,2026-01-19 11:25:25.000,1097.0,22208115.0,https://anaconda.org/conda-forge/pytest-html,2026-01-21 10:01:29.357,1001807.0,2.0,,,,,,,,,,,,,,,,,, +70,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2026-04-15 16:06:57.000000,2025-08-18 00:13:24,549.0,,501.0,109.0,413.0,228.0,15108.0,2025-07-31 19:34:11.519,0.4.1,40.0,53.0,226.0,34,True,,py-spy,conda-forge/py-spy,,52825.0,18774952.333333332,8346.0,8230.0,https://pypi.org/project/py-spy,2025-07-31 19:33:13.000,112.0,18717433.0,https://anaconda.org/conda-forge/py-spy,2025-08-01 00:41:54.066,794988.0,2.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2025-07-31 19:34:11.519,4.0,45346.333333333336,581967.0, +71,pyre-check,facebook/pyre-check,type-checkers,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2026-04-16 03:11:04.000000,2026-04-16 03:05:47,20889.0,207.0,449.0,113.0,564.0,311.0,7151.0,2024-10-29 21:22:27.000,0.9.23,81.0,304.0,159.0,34,True,,pyre-check,,,,193188.0,108.0,21.0,https://pypi.org/project/pyre-check,2025-07-07 15:59:16.000,87.0,193188.0,,,,3.0,,,,,,,,,,,,,,,,,, +72,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2026-04-15 02:13:48.000000,2026-04-15 02:13:41,4917.0,14.0,354.0,47.0,52.0,1800.0,5033.0,2026-03-18 02:02:29.000,9.2.4,374.0,38.0,12.0,34,False,,pyarmor,,,,868251.0,2147.0,2023.0,https://pypi.org/project/pyarmor,2026-03-18 02:01:45.000,124.0,868251.0,,,,3.0,,,,,,,,,,,,,,,,,, +73,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2026-04-16 05:54:15.000000,2026-04-15 10:50:11,5151.0,116.0,484.0,46.0,1606.0,836.0,3255.0,2026-03-09 04:31:44.000,0.4.1,63.0,201.0,182.0,34,True,,briefcase,,,1110.0,54595.0,902.0,857.0,https://pypi.org/project/briefcase,2026-03-09 04:31:44.000,45.0,54581.0,,,,2.0,,,,,,,,,,,,,,,,,, +74,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/prospector-dev/prospector,https://github.com/prospector-dev/prospector,GPL-2.0,2013-08-05 07:26:30.000,2026-04-13 21:22:38.000000,2026-04-13 21:22:38,1614.0,19.0,178.0,33.0,405.0,371.0,2075.0,2026-02-03 12:55:54.000,1.18.0,145.0,98.0,33.0,34,True,prospector-dev/prospector,prospector,conda-forge/prospector,,,479455.0,5794.0,5501.0,https://pypi.org/project/prospector,2026-02-03 12:55:54.000,293.0,476078.0,https://anaconda.org/conda-forge/prospector,2026-02-03 15:52:16.247,219509.0,1.0,,,,,,,,,,,,,,,,,, +75,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2026-04-15 09:16:51.000000,2026-04-15 09:16:38,812.0,16.0,125.0,13.0,197.0,467.0,2070.0,2026-04-15 09:16:56.000,1.0.4,75.0,55.0,7.0,34,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],,7387799.0,27931.0,25920.0,https://pypi.org/project/mkdocstrings,2026-04-15 09:16:51.000,2011.0,7382794.0,https://anaconda.org/conda-forge/mkdocstrings,2026-02-08 13:03:02.624,330371.0,2.0,,,,,,,,,,,,,,,,,, +76,doit,pydoit/doit,build-tools,CLI task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2026-02-12 12:57:06.000000,2026-02-12 12:52:51,1519.0,35.0,187.0,46.0,173.0,223.0,2041.0,2026-02-09 07:02:10.000,0.37.0,49.0,70.0,92.0,34,True,,doit,conda-forge/doit,,,711206.0,2385.0,2243.0,https://pypi.org/project/doit,2026-02-09 07:02:10.000,142.0,703991.0,https://anaconda.org/conda-forge/doit,2026-02-09 22:04:00.322,505082.0,3.0,,,,,,,,,,,,,,,,,, +77,nox,theacodes/nox,testing,Flexible test automation for Python.,,https://github.com/wntrblm/nox,https://github.com/wntrblm/nox,Apache-2.0,2016-02-24 04:02:58.000,2026-04-16 14:00:06.000000,2026-04-12 05:52:01,757.0,24.0,175.0,18.0,643.0,373.0,1512.0,2026-04-10 17:42:40.000,2026.4.10,35.0,116.0,69.0,34,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],,5583072.0,9372.0,7738.0,https://pypi.org/project/nox,2026-04-10 17:42:40.000,1634.0,5574875.0,https://anaconda.org/conda-forge/nox,2026-04-10 19:49:52.482,573859.0,2.0,,,,,,,,,,,,,,,,,, +78,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2026-04-13 16:54:43.000000,2026-04-06 19:44:27,1274.0,52.0,134.0,19.0,389.0,228.0,824.0,2026-03-02 00:49:50.000,0.16.0,35.0,84.0,47.0,34,True,,nose2,conda-forge/nose2,,,917114.0,27422.0,27059.0,https://pypi.org/project/nose2,2026-03-02 00:49:50.000,363.0,914748.0,https://anaconda.org/conda-forge/nose2,2025-04-22 14:56:50.674,224777.0,2.0,,,,,,,,,,,,,,,,,, +79,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2026-03-30 19:48:10.000000,2026-03-30 19:48:01,1328.0,28.0,63.0,5.0,112.0,273.0,633.0,2026-03-27 11:34:47.000,2.0.2,152.0,46.0,31.0,34,True,,griffe,conda-forge/griffe,,,29188495.0,16843.0,16340.0,https://pypi.org/project/griffe,2026-03-27 11:34:47.000,503.0,29171048.0,https://anaconda.org/conda-forge/griffe,2026-03-27 14:25:14.675,854936.0,2.0,,,,,,,,,,,,,,,,,, +80,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2026-04-16 10:01:51.399000,2026-04-15 22:08:39,549.0,68.0,110.0,9.0,445.0,237.0,586.0,2026-04-15 22:09:47.000,3.10.2,119.0,66.0,,34,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],,9294332.0,67038.0,60220.0,https://pypi.org/project/sphinx-autodoc-typehints,2026-04-15 22:09:47.000,6818.0,9279465.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2026-04-16 10:01:51.399,1040752.0,2.0,,,,,,,,,,,,,,,,,, +81,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2026-04-16 15:13:25.000000,2026-04-14 09:54:52,777.0,67.0,186.0,6.0,519.0,173.0,570.0,2026-02-28 15:17:43.000,4.1.0,48.0,67.0,8.0,34,True,,coveralls,conda-forge/coveralls,['pytest'],,1765497.0,39398.0,36846.0,https://pypi.org/project/coveralls,2026-02-28 15:16:46.000,2552.0,1743558.0,https://anaconda.org/conda-forge/coveralls,2026-02-28 18:09:14.813,1513821.0,2.0,,,,,,,,,,,,,,,,,, +82,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,MIT,2009-10-02 00:43:37.000,2025-12-22 21:54:22.000000,2025-12-22 21:54:19,1519.0,,752.0,109.0,547.0,673.0,5154.0,2025-03-29 17:33:29.000,2.13.0,23.0,137.0,106.0,33,True,,pycodestyle,conda-forge/pycodestyle,,,76623770.0,2210.0,,https://pypi.org/project/pycodestyle,2025-06-20 18:49:47.000,2210.0,76450985.0,https://anaconda.org/conda-forge/pycodestyle,2025-06-22 18:14:44.520,10539932.0,2.0,,,,,,,,,,,,,,,,,, +83,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2017-03-06 08:00:18.000,2026-03-26 09:25:41.000000,2026-03-26 09:25:37,789.0,8.0,181.0,24.0,173.0,196.0,4530.0,2026-03-25 14:41:13.000,2.16,56.0,48.0,56.0,33,True,,vulture,conda-forge/vulture,,,8036400.0,7491.0,6828.0,https://pypi.org/project/vulture,2026-03-25 14:41:26.000,663.0,8033647.0,https://anaconda.org/conda-forge/vulture,2026-03-26 01:59:07.768,189969.0,1.0,,,,,,,,,,,,,,,,,, +84,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2026-03-15 10:12:40.000000,2026-03-15 10:12:40,1382.0,9.0,154.0,35.0,355.0,311.0,2246.0,2025-03-25 08:03:19.000,3.12.0,53.0,82.0,133.0,33,True,,flit,conda-forge/flit,,,12687884.0,3664.0,2734.0,https://pypi.org/project/flit,2025-03-25 08:03:19.000,930.0,12682212.0,https://anaconda.org/conda-forge/flit,2025-04-22 14:56:31.709,380062.0,3.0,,,,,,,,,,,,,,,,,, +85,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2026-01-04 14:49:29.000000,2026-01-04 14:49:29,3393.0,,183.0,25.0,397.0,262.0,2198.0,2025-07-12 17:46:05.000,1.14.0,95.0,85.0,121.0,33,True,,rope,conda-forge/rope,,45.0,1316866.0,79392.0,79068.0,https://pypi.org/project/rope,2025-07-12 17:46:05.000,324.0,1280151.0,https://anaconda.org/conda-forge/rope,2025-07-13 00:41:35.626,2423155.0,1.0,,,,,,,,,,,,,,,,,, +86,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2026-03-29 04:39:55.000000,2024-12-12 19:59:04,263.0,,233.0,25.0,92.0,91.0,1764.0,2026-03-29 04:39:55.000,4.1.0,38.0,64.0,30.0,33,False,,python-json-logger,conda-forge/python-json-logger,,,105407736.0,1404.0,,https://pypi.org/project/python-json-logger,2026-03-29 04:39:55.000,1404.0,105272094.0,https://anaconda.org/conda-forge/python-json-logger,2025-04-22 14:56:33.638,14649358.0,2.0,,,,,,,,,,,,,,,,,, +87,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2026-04-06 17:58:57.000000,2026-04-01 08:36:53,689.0,16.0,120.0,16.0,159.0,343.0,1754.0,2026-02-19 16:09:11.000,4.5.1,76.0,44.0,28.0,33,False,,typeguard,conda-forge/typeguard,,,62017943.0,48150.0,44519.0,https://pypi.org/project/typeguard,2026-02-19 16:09:01.000,3631.0,61994361.0,https://anaconda.org/conda-forge/typeguard,2026-02-19 20:30:08.745,1650796.0,3.0,,,,,,,,,,,,,,,,,, +88,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,,2010-07-22 10:13:12.000,2026-04-13 13:16:08.000000,2026-03-29 18:21:00,1658.0,42.0,169.0,33.0,383.0,143.0,1498.0,2025-11-28 23:52:53.000,1.9.2,51.0,82.0,46.0,33,False,,logbook,conda-forge/logbook,,597.0,6338034.0,7735.0,7452.0,https://pypi.org/project/logbook,2025-11-27 21:10:16.000,283.0,6332062.0,https://anaconda.org/conda-forge/logbook,2025-11-27 22:48:43.454,417768.0,2.0,,,,,,,,,,,,,,,,,, +89,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the pytest runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2026-04-13 21:09:02.000000,2026-04-06 22:47:23,1481.0,4.0,235.0,59.0,426.0,296.0,1443.0,2024-12-05 21:45:56.000,8.1.0,106.0,67.0,85.0,33,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],,2711492.0,4840.0,4734.0,https://pypi.org/project/pytest-bdd,2024-12-05 21:45:56.000,106.0,2709338.0,https://anaconda.org/conda-forge/pytest-bdd,2025-04-22 14:57:05.450,75400.0,2.0,,,,,,,,,,,,,,,,,, +90,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2025-04-22 14:56:22.777000,2016-03-04 01:16:26,1004.0,,391.0,44.0,264.0,467.0,1363.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,451.0,33,False,,nose,conda-forge/nose,,,10212649.0,173547.0,170852.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,2695.0,10180154.0,https://anaconda.org/conda-forge/nose,2025-04-22 14:56:22.777,3867023.0,2.0,,,,,,,,,,,,,,,,,, +91,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2025-04-22 14:56:25.041000,2024-07-26 17:57:57,434.0,,188.0,33.0,96.0,70.0,771.0,2024-07-26 18:15:02.000,1.0.0,30.0,42.0,60.0,33,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],,26703636.0,162445.0,161818.0,https://pypi.org/project/alabaster,2024-07-26 18:15:02.000,627.0,26417864.0,https://anaconda.org/conda-forge/alabaster,2025-04-22 14:56:25.041,11145141.0,2.0,,,,,,,,,,,,,,,,,, +92,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2026-04-04 14:02:00.745000,2026-04-03 17:54:26,408.0,17.0,217.0,47.0,77.0,105.0,10038.0,2026-04-03 17:43:46.000,2.2.0,26.0,37.0,62.0,32,True,,icecream,conda-forge/icecream,,,2737213.0,619.0,21.0,https://pypi.org/project/icecream,2026-04-03 17:42:50.000,598.0,2735521.0,https://anaconda.org/conda-forge/icecream,2026-04-04 14:02:00.745,101576.0,1.0,,,,,,,,,,,,,,,,,, +93,mimesis,lk-geimfari/mimesis,testing,Mimesis is a fast Python library for generating fake data in multiple languages.,,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2026-04-08 10:03:40.000000,2026-01-18 21:51:11,2710.0,1.0,353.0,55.0,1294.0,354.0,4801.0,2026-01-11 09:14:55.000,19.1.0,64.0,130.0,11.0,32,True,,mimesis,conda-forge/mimesis,,869.0,1654343.0,2366.0,2283.0,https://pypi.org/project/mimesis,2026-01-11 09:14:55.000,83.0,1648879.0,https://anaconda.org/conda-forge/mimesis,2026-01-11 13:15:04.094,376599.0,2.0,,,,,,,,,,,,,,,,,, +94,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2025-08-19 19:29:42.000000,2025-08-19 19:29:42,680.0,,289.0,31.0,264.0,212.0,4500.0,2025-08-09 10:39:10.000,1.5.5,68.0,126.0,146.0,32,True,,freezegun,conda-forge/freezegun,,174.0,42675686.0,1272.0,,https://pypi.org/project/freezegun,2025-08-09 10:39:06.000,1272.0,42646220.0,https://anaconda.org/conda-forge/freezegun,2025-08-09 15:49:47.831,1973847.0,2.0,,,,,,,,,,,,,,,,,, +95,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2026-04-14 16:06:23.000000,2026-04-14 16:06:20,1281.0,4.0,207.0,33.0,586.0,453.0,4072.0,2025-11-19 00:39:46.000,3.21.2,177.0,36.0,19.0,32,True,,pyupgrade,conda-forge/pyupgrade,,,1437033.0,630.0,,https://pypi.org/project/pyupgrade,2025-11-19 00:39:46.000,630.0,1423808.0,https://anaconda.org/conda-forge/pyupgrade,2025-11-19 02:05:13.152,938984.0,2.0,,,,,,,,,,,,,,,,,, +96,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,,2011-05-13 23:44:30.000,2026-04-05 20:33:36.000000,2026-04-05 20:33:34,1337.0,9.0,237.0,47.0,338.0,205.0,3236.0,2025-12-06 20:18:35.000,2025.1.5,87.0,100.0,164.0,32,False,,pudb,conda-forge/pudb,,62.0,1480955.0,8571.0,8435.0,https://pypi.org/project/pudb,2025-12-06 20:18:12.000,136.0,1472229.0,https://anaconda.org/conda-forge/pudb,2025-12-07 00:08:08.048,488649.0,1.0,,,,,,,,,,,,,,,,,, +97,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,MIT-0,2013-08-04 21:12:50.000,2026-04-14 02:31:15.000000,2026-04-13 17:11:02,1119.0,6.0,215.0,33.0,409.0,417.0,2494.0,2025-10-27 16:02:15.000,16.0.0,114.0,79.0,50.0,32,False,,pdoc,,,,2086334.0,5163.0,4446.0,https://pypi.org/project/pdoc,2025-10-27 16:02:15.000,717.0,2086334.0,,,,2.0,,,,,,,,,,,,,,,,,, +98,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2026-04-08 02:00:57.000000,2026-04-08 01:58:35,740.0,4.0,536.0,65.0,354.0,202.0,2230.0,,,13.0,111.0,77.0,32,True,,pyelftools,conda-forge/pyelftools,,,11700789.0,12162.0,11893.0,https://pypi.org/project/pyelftools,2025-02-19 14:19:59.000,269.0,11680022.0,https://anaconda.org/conda-forge/pyelftools,2025-04-22 14:56:21.172,1370662.0,1.0,,,,,,,,,,,,,,,,,, +99,pytest-benchmark,ionelmc/pytest-benchmark,testing,pytest fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2026-03-26 12:10:25.000000,2026-03-26 12:10:24,1116.0,24.0,128.0,18.0,100.0,97.0,1426.0,2025-11-09 18:48:39.000,5.2.3,50.0,54.0,118.0,32,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],,13923154.0,1871.0,,https://pypi.org/project/pytest-benchmark,2025-11-09 18:48:39.000,1871.0,13874328.0,https://anaconda.org/conda-forge/pytest-benchmark,2025-11-09 19:28:27.412,2929562.0,2.0,,,,,,,,,,,,,,,,,, +100,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2025-04-22 14:56:24.767000,2023-11-03 22:28:45,746.0,,187.0,16.0,318.0,225.0,1120.0,2023-01-17 20:31:11.783,6.3.0,23.0,92.0,121.0,32,False,,pydocstyle,conda-forge/pydocstyle,,103.0,5178984.0,75827.0,74075.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,1752.0,5127753.0,https://anaconda.org/conda-forge/pydocstyle,2025-04-22 14:56:24.767,3483716.0,2.0,,,,,,,,,,,,,,,,,, +101,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2026-04-03 20:09:17.000000,2026-04-03 20:09:17,1149.0,18.0,116.0,17.0,117.0,109.0,672.0,2026-02-09 15:45:21.000,0.8.6,29.0,52.0,13.0,32,True,,parso,conda-forge/parso,,,120263542.0,1129.0,,https://pypi.org/project/parso,2026-02-09 15:45:21.000,1129.0,119751252.0,https://anaconda.org/conda-forge/parso,2026-02-09 22:32:16.888,35348034.0,2.0,,,,,,,,,,,-4.0,,,,,,, +102,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2026-03-08 10:52:31.000000,2026-03-08 10:51:15,329.0,2.0,953.0,229.0,124.0,110.0,16602.0,2025-05-31 23:22:45.000,1.2.3,62.0,29.0,29.0,31,True,,pysnooper,conda-forge/pysnooper,,,469892.0,2181.0,2114.0,https://pypi.org/project/pysnooper,2025-05-31 23:22:45.000,67.0,467696.0,https://anaconda.org/conda-forge/pysnooper,2025-04-22 14:57:05.002,147189.0,2.0,,,,,,,,,,,,,,,,,, +103,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2026-04-14 17:10:37.418000,2026-04-14 15:04:51,3302.0,57.0,436.0,45.0,2204.0,1617.0,7993.0,2026-01-08 20:30:21.000,2.5.0,172.0,181.0,458.0,31,True,,,conda-forge/mamba,,,324021.0,,,,,,,https://anaconda.org/conda-forge/mamba,2026-04-14 17:10:37.418,23005533.0,3.0,,,,,,,,,,,,,,,,,, +104,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2026-03-30 18:46:52.000000,2026-03-01 16:20:57,420.0,2.0,416.0,56.0,225.0,113.0,7445.0,2024-02-18 18:23:06.000,0.5.0,43.0,76.0,216.0,31,True,,pipreqs,conda-forge/pipreqs,,,772523.0,40729.0,40406.0,https://pypi.org/project/pipreqs,2024-02-18 17:49:34.000,323.0,771682.0,https://anaconda.org/conda-forge/pipreqs,2025-04-22 14:56:27.577,96761.0,3.0,,,,,,,,,,,,,,,,,, +105,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2026-03-08 05:23:32.352000,2025-10-10 00:39:31,726.0,,231.0,52.0,60.0,232.0,6265.0,2025-07-20 02:10:37.000,3.3.0,36.0,11.0,15.0,31,True,,alive-progress,conda-forge/alive-progress,,,2945205.0,5596.0,5007.0,https://pypi.org/project/alive-progress,2025-07-20 02:10:37.000,589.0,2941416.0,https://anaconda.org/conda-forge/alive-progress,2026-03-08 05:23:32.352,261482.0,3.0,,,,,,,,,,,,,,,,,, +106,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2026-02-27 03:31:35.000000,2026-02-27 02:33:10,383.0,2.0,147.0,27.0,88.0,131.0,1974.0,2023-03-09 15:41:00.602,0.13.13,46.0,60.0,75.0,31,True,,ipdb,conda-forge/ipdb,,,14155179.0,69304.0,68186.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,1118.0,14143609.0,https://anaconda.org/conda-forge/ipdb,2025-04-22 14:56:25.687,809949.0,2.0,,,,,,,,,,,,,,,,,, +107,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2026-03-16 22:50:46.000000,2026-03-16 22:50:44,443.0,6.0,115.0,6.0,305.0,184.0,1114.0,2025-11-29 20:51:56.000,25.11.29,75.0,90.0,63.0,31,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],,4371098.0,1530.0,,https://pypi.org/project/flake8-bugbear,2025-11-29 20:51:56.000,1530.0,4357224.0,https://anaconda.org/conda-forge/flake8-bugbear,2025-12-02 02:02:52.947,901835.0,2.0,,,,,,,,,,,,,,,,,, +108,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2025-04-22 14:56:24.539000,2023-12-03 13:55:50,149.0,,66.0,15.0,62.0,45.0,676.0,2022-01-24 01:14:49.000,0.7.0,13.0,24.0,10.0,31,True,,mccabe,conda-forge/mccabe,,,85619720.0,521256.0,520322.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,934.0,85391852.0,https://anaconda.org/conda-forge/mccabe,2025-04-22 14:56:24.539,11621309.0,2.0,,,,,,,,,,,,,,,,,, +109,pytype,google/pytype,type-checkers,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2026-03-16 14:08:32.000000,2026-01-23 16:17:37,6969.0,1.0,288.0,52.0,1202.0,745.0,5030.0,2024-10-11 08:28:27.000,2024.10.11,204.0,112.0,204.0,30,True,,pytype,conda-forge/pytype,,,851064.0,231.0,,https://pypi.org/project/pytype,2024-10-11 08:28:27.000,231.0,842188.0,https://anaconda.org/conda-forge/pytype,2025-04-22 14:57:26.233,621335.0,3.0,,,,,,,,,,,,,,,,,, +110,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2026-04-02 17:10:40.000000,2026-04-02 17:10:40,1450.0,1.0,514.0,46.0,605.0,246.0,4480.0,2024-05-06 18:05:06.000,1.5.0,38.0,89.0,125.0,30,True,,detect-secrets,,,,3512221.0,95.0,,https://pypi.org/project/detect-secrets,2024-05-06 17:46:16.000,95.0,3512221.0,,,,3.0,,,,,,,,,,,,,,,,,, +111,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2026-01-01 19:04:12.000000,2025-12-14 14:33:55,1040.0,,406.0,36.0,544.0,446.0,3786.0,2025-02-03 09:49:01.000,3.3.3,46.0,134.0,190.0,30,True,,factory_boy,conda-forge/factory_boy,,,24001196.0,647.0,,https://pypi.org/project/factory_boy,2025-02-03 09:49:01.000,647.0,23996516.0,https://anaconda.org/conda-forge/factory_boy,2025-04-25 02:28:32.370,313620.0,3.0,,,,,,,,,,,,,,,,,, +112,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2025-11-20 20:05:07.000000,2025-08-12 07:20:32,817.0,,362.0,66.0,455.0,233.0,2459.0,2025-03-30 09:04:11.000,10.2.2,19.0,143.0,145.0,30,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],,1098054.0,2653.0,2633.0,https://pypi.org/project/pytest-testinfra,2025-03-30 09:06:00.000,20.0,1097448.0,https://anaconda.org/conda-forge/pytest-testinfra,2025-04-22 14:57:44.936,38222.0,3.0,,,,,,,,,,,,,,,,,, +113,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2025-04-22 14:56:42.827000,2024-10-20 09:52:52,549.0,,134.0,34.0,102.0,147.0,1967.0,2023-03-26 06:25:00.948,6.0.1,56.0,60.0,41.0,30,False,,radon,conda-forge/radon,,,3497461.0,7873.0,7656.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,217.0,3495711.0,https://anaconda.org/conda-forge/radon,2025-04-22 14:56:42.827,119018.0,2.0,,,,,,,,,,,,,,,,,, +114,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2026-03-18 02:24:56.258000,2026-03-17 22:32:55,845.0,30.0,79.0,13.0,124.0,78.0,1706.0,2026-03-17 22:30:39.000,1.7.6,30.0,35.0,19.0,30,True,,yappi,conda-forge/yappi,,,3194622.0,1767.0,1678.0,https://pypi.org/project/yappi,2026-03-17 22:30:39.000,89.0,3188925.0,https://anaconda.org/conda-forge/yappi,2026-03-18 02:24:56.258,376032.0,2.0,,,,,,,,,,,,,,,,,, +115,cx_Freeze,marcelotduarte/cx_Freeze,packaging,Creates standalone executables from Python scripts with the same performance as the original script. It is cross-..,,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,2017-01-22 04:25:52.000,2026-04-15 04:37:29.000000,2026-04-14 22:11:52,2678.0,56.0,238.0,26.0,2061.0,1026.0,1539.0,2026-04-13 06:00:29.000,8.6.4,118.0,125.0,44.0,30,True,,cx_freeze,conda-forge/cx_freeze,,,179649.0,138.0,,https://pypi.org/project/cx_freeze,2026-04-13 06:00:29.000,138.0,161381.0,https://anaconda.org/conda-forge/cx_freeze,2026-04-13 07:15:39.549,1297065.0,2.0,,,,,,,,,,,,,,,,,, +116,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2025-12-12 14:52:24.000000,2025-12-12 14:51:48,466.0,,82.0,14.0,173.0,95.0,1524.0,2025-08-23 12:19:34.000,1.1.1,32.0,58.0,32.0,30,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],55.0,6092057.0,31725.0,30224.0,https://pypi.org/project/pytest-sugar,2025-08-23 12:19:34.000,1501.0,6084648.0,https://anaconda.org/conda-forge/pytest-sugar,2025-08-24 22:40:41.102,496362.0,3.0,,,,,,,,,,,,,,,,,, +117,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2025-10-16 20:08:47.821000,2025-10-16 16:13:12,250.0,,95.0,11.0,50.0,79.0,960.0,2025-10-16 16:14:21.000,6.10.1,70.0,35.0,,30,True,,colorlog,conda-forge/colorlog,,,57733697.0,67318.0,64576.0,https://pypi.org/project/colorlog,2025-10-16 16:14:10.000,2742.0,57637512.0,https://anaconda.org/conda-forge/colorlog,2025-10-16 20:08:47.821,6636775.0,3.0,,,,,,,,,,,,,,,,,, +118,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2026-04-13 05:55:27.000000,2026-04-08 16:23:07,692.0,19.0,84.0,11.0,225.0,84.0,953.0,2026-02-20 05:01:45.000,2.3.3,63.0,40.0,39.0,30,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,,8140133.0,1383.0,,https://pypi.org/project/autoflake,2026-02-20 05:01:42.000,1383.0,8128950.0,https://anaconda.org/conda-forge/autoflake,2026-02-20 08:48:51.904,659797.0,2.0,,,,,,,,,,,,,,,,,, +119,mypy-protobuf,dropbox/mypy-protobuf,linters,open source tools to generate mypy stubs from protobufs.,,https://github.com/nipunn1313/mypy-protobuf,https://github.com/nipunn1313/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2026-04-16 15:18:30.000000,2026-01-13 17:04:40,530.0,,80.0,17.0,577.0,125.0,703.0,2026-01-13 17:10:11.000,5.0.0,45.0,40.0,22.0,30,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,,17597401.0,4778.0,4504.0,https://pypi.org/project/mypy-protobuf,2026-01-13 17:10:11.000,274.0,17594631.0,https://anaconda.org/conda-forge/mypy-protobuf,2026-02-05 22:30:32.089,180061.0,2.0,,,,,,,,,,,,,,,,,, +120,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/pylint-dev/pylint-django,https://github.com/pylint-dev/pylint-django,GPL-3.0,2013-10-01 06:35:15.000,2026-04-13 21:34:32.000000,2026-01-01 11:09:12,712.0,,122.0,13.0,237.0,176.0,622.0,2026-01-01 11:17:04.000,2.7.0,58.0,72.0,68.0,30,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,['pylint'],433.0,1957878.0,32576.0,32420.0,https://pypi.org/project/pylint-django,2026-01-01 11:17:04.000,156.0,1951097.0,https://anaconda.org/conda-forge/pylint-django,2026-01-02 04:35:16.407,440492.0,2.0,,,,,,,,,,,,,,,,,, +121,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2025-11-03 20:57:10.317000,2021-06-11 10:22:09,273.0,,45.0,10.0,39.0,52.0,558.0,2021-06-11 10:24:04.382,15.0.1,63.0,17.0,36.0,30,False,,coloredlogs,anaconda/coloredlogs,,,37232933.0,86586.0,84657.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,1929.0,37232709.0,https://anaconda.org/anaconda/coloredlogs,2025-11-03 20:57:10.317,23077.0,3.0,,,,,,,,,,,,,,,,,, +122,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2025-06-01 20:57:08.000000,2025-06-01 20:57:08,409.0,,422.0,153.0,79.0,231.0,10887.0,2021-12-22 19:23:21.000,1.0.68,53.0,36.0,90.0,29,True,,bpytop,conda-forge/bpytop,,,9467.0,241.0,240.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,9022.0,https://anaconda.org/conda-forge/bpytop,2025-04-22 14:57:45.970,27614.0,3.0,,,,,,,,,,,,,,,,,, +123,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2025-12-04 21:58:46.357000,2024-04-16 15:33:52,719.0,,387.0,81.0,166.0,117.0,4563.0,2022-11-15 17:59:01.069,0.61.0,59.0,105.0,139.0,29,False,,memory_profiler,conda-forge/memory_profiler,,,6462537.0,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,6393161.0,https://anaconda.org/conda-forge/memory_profiler,2025-12-04 21:58:46.357,4578861.0,3.0,,,,,,,,,,,,,,,,,, +124,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2019-12-10 22:26:33.000,2026-04-15 15:33:12.000000,2026-04-15 15:33:12,767.0,20.0,133.0,13.0,285.0,92.0,3229.0,2026-02-24 03:38:26.000,5.0.2,35.0,54.0,53.0,29,True,,line_profiler,conda-forge/line_profiler,,2229.0,2626397.0,405.0,,https://pypi.org/project/line_profiler,2026-02-23 23:29:45.000,405.0,2549675.0,https://anaconda.org/conda-forge/line_profiler,2026-02-24 23:29:30.445,4985068.0,3.0,,,,,,,,,,,,,,,,,, +125,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2026-04-13 17:29:24.000000,2025-12-26 19:14:24,547.0,,107.0,29.0,372.0,69.0,2733.0,2025-05-17 15:59:40.000,1.3.6,34.0,27.0,39.0,29,True,,notifiers,conda-forge/notifiers,,,491785.0,1420.0,1383.0,https://pypi.org/project/notifiers,2025-05-17 15:58:56.000,37.0,490744.0,https://anaconda.org/conda-forge/notifiers,2025-05-20 18:12:25.759,66680.0,3.0,,,,,,,,,,,,,,,,,, +126,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2026-04-02 08:18:27.541000,2026-04-02 06:20:27,1469.0,24.0,272.0,86.0,413.0,430.0,1974.0,2026-04-02 06:20:26.000,0.13.20,699.0,40.0,102.0,29,True,,pybuilder,conda-forge/pybuilder,,,67963.0,6.0,,https://pypi.org/project/pybuilder,2026-04-02 06:20:15.000,6.0,61096.0,https://anaconda.org/conda-forge/pybuilder,2026-04-02 08:18:27.541,363963.0,3.0,,,,,,,,,,,,,,,,,, +127,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2026-04-13 20:14:53.000000,2026-04-13 20:14:52,2830.0,4.0,197.0,16.0,918.0,518.0,997.0,2025-09-13 16:30:25.000,0.6.5,24.0,96.0,167.0,29,True,,asv,conda-forge/asv,,2076.0,411821.0,1809.0,1646.0,https://pypi.org/project/asv,2025-09-13 16:23:58.000,163.0,392503.0,https://anaconda.org/conda-forge/asv,2025-12-07 18:21:02.822,1370366.0,3.0,,,,,,,,,,,,,,,,,, +128,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/wolph/python-progressbar,https://github.com/wolph/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2026-04-07 13:02:17.000000,2026-04-07 13:02:12,1143.0,1.0,101.0,19.0,74.0,222.0,879.0,2024-08-28 22:50:15.000,4.5.0,111.0,47.0,7.0,29,True,,progressbar2,conda-forge/progressbar2,,3315.0,23477524.0,934.0,,https://pypi.org/project/progressbar2,2024-08-28 22:50:10.000,934.0,23413995.0,https://anaconda.org/conda-forge/progressbar2,2025-04-22 14:56:28.563,4444881.0,3.0,,,,,,,,,,,,,,,,,, +129,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2026-02-17 23:52:44.000000,2026-02-17 23:52:37,297.0,30.0,106.0,21.0,116.0,101.0,863.0,2019-12-10 01:50:33.000,0.8.1,14.0,35.0,32.0,29,True,,astor,conda-forge/astor,,,22367737.0,618.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,618.0,22192418.0,https://anaconda.org/conda-forge/astor,2025-04-22 14:56:33.663,2805109.0,1.0,,,,,,,,,,,,,,,,,, +130,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2026-03-07 13:02:59.000000,2026-03-06 20:30:10,2087.0,16.0,177.0,49.0,343.0,277.0,614.0,2026-03-07 13:02:50.000,4.2.0,154.0,101.0,121.0,29,False,,zc.buildout,conda-forge/zc.buildout,,,73666.0,121.0,,https://pypi.org/project/zc.buildout,2026-03-07 13:02:50.000,121.0,71990.0,https://anaconda.org/conda-forge/zc.buildout,2025-04-22 14:58:01.521,92205.0,3.0,,,,,,,,,,,,,,,,,, +131,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a hot-reload web server.,,https://github.com/sphinx-doc/sphinx-autobuild,https://github.com/sphinx-doc/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2025-12-16 13:12:50.000000,2025-12-16 13:12:50,401.0,,94.0,17.0,97.0,94.0,603.0,2025-08-25 18:44:54.000,2025.8.25,25.0,37.0,21.0,29,True,sphinx-doc/sphinx-autobuild,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],,5091040.0,34065.0,31783.0,https://pypi.org/project/sphinx-autobuild,2025-08-25 18:44:54.000,2282.0,5083369.0,https://anaconda.org/conda-forge/sphinx-autobuild,2025-11-04 15:27:59.755,490961.0,2.0,,,,,,,,,,,,,,,,,, +132,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2026-04-06 18:26:38.000000,2026-04-06 18:26:36,707.0,3.0,170.0,29.0,414.0,158.0,350.0,2025-12-02 16:39:11.000,1.10.0,35.0,91.0,129.0,29,False,,numpydoc,conda-forge/numpydoc,['sphinx'],,2121570.0,3586.0,,https://pypi.org/project/numpydoc,2025-12-02 16:39:11.000,3586.0,2059439.0,https://anaconda.org/conda-forge/numpydoc,2025-12-02 22:48:01.622,4411365.0,2.0,,,,,,,,,,,,,,,,,, +133,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2026-02-13 16:29:39.000000,2026-02-12 15:13:32,1099.0,2.0,67.0,31.0,7.0,,241.0,2025-11-06 17:24:29.000,8.0.0,43.0,191.0,,29,True,,hacking,,['flake8'],,172605.0,8036.0,7927.0,https://pypi.org/project/hacking,2025-11-06 17:24:29.000,109.0,172605.0,,,,2.0,,,,,,,,,,,,,,,,,, +134,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2024-02-05 04:33:35.000000,2021-06-11 17:11:55,4487.0,,1356.0,93.0,3155.0,2374.0,3597.0,2017-05-30 10:07:57.000,0.11.1,731.0,484.0,835.0,28,False,,coala-bears,,,262.0,9363.0,19.0,13.0,https://pypi.org/project/coala-bears,2023-12-02 01:06:08.134,6.0,9362.0,,,,2.0,,,,,,,,,,,,,,,,,, +135,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2024-06-29 14:21:40.000000,2023-11-01 17:50:44,3337.0,,599.0,84.0,534.0,170.0,1762.0,2016-11-25 22:13:29.000,4.0.515,36.0,388.0,123.0,28,False,,diamond,,,,5821.0,222.0,216.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,6.0,5821.0,,,,3.0,,,,,,,,,,,,,,,,,, +136,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2026-02-23 17:34:55.834000,2022-07-14 18:31:38,706.0,,74.0,16.0,324.0,128.0,1458.0,2026-02-23 14:23:43.000,0.12.1,33.0,41.0,107.0,28,False,,pdbpp,conda-forge/pdbpp,,,1448724.0,638.0,,https://pypi.org/project/pdbpp,2026-02-23 14:23:43.000,638.0,1443284.0,https://anaconda.org/conda-forge/pdbpp,2026-02-23 17:34:55.834,310104.0,3.0,,,,,,,,,,,,,,,,,, +137,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2025-11-03 14:02:49.000000,2025-11-03 14:02:49,647.0,,144.0,8.0,130.0,237.0,1194.0,2025-03-20 22:53:51.000,0.11.6,41.0,69.0,106.0,28,True,,pdoc3,anaconda/pdoc3,,,712733.0,5624.0,5135.0,https://pypi.org/project/pdoc3,2025-03-20 22:53:51.000,489.0,712699.0,https://anaconda.org/anaconda/pdoc3,2025-10-17 12:08:52.752,2666.0,3.0,,,,,,,,,,,,,,,,,, +138,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2026-03-02 18:18:44.792000,2024-11-12 22:24:34,1157.0,,75.0,21.0,98.0,181.0,804.0,2024-04-18 23:54:19.000,4.0.2,149.0,40.0,7.0,28,False,,green,conda-forge/green,,,40495.0,1492.0,1366.0,https://pypi.org/project/green,2024-04-18 23:54:19.000,126.0,35046.0,https://anaconda.org/conda-forge/green,2026-03-02 18:18:44.792,375993.0,3.0,,,,,,,,,,,,,,,,,, +139,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2026-02-12 14:23:26.000000,2026-02-12 14:23:25,688.0,3.0,115.0,23.0,187.0,69.0,804.0,2023-10-22 15:51:05.000,V2.1.0,25.0,47.0,26.0,28,False,,pyhamcrest,conda-forge/pyhamcrest,,,5530472.0,42942.0,42627.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,315.0,5517987.0,https://anaconda.org/conda-forge/pyhamcrest,2025-04-22 14:56:22.885,649245.0,3.0,,,,,,,,,,,3.0,,,,,,, +140,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2026-01-13 20:03:22.000000,2026-01-11 20:59:38,625.0,,86.0,7.0,160.0,151.0,586.0,2025-05-11 04:54:03.000,1.7.7,64.0,40.0,25.0,28,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,61.0,1101022.0,4797.0,4492.0,https://pypi.org/project/docformatter,2025-05-11 04:54:03.000,305.0,1095914.0,https://anaconda.org/conda-forge/docformatter,2025-05-11 20:23:47.641,342184.0,3.0,,,,,,,,,,,,,,,,,, +141,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2025-04-22 14:57:12.196000,2021-10-18 03:34:23,504.0,,41.0,5.0,61.0,95.0,483.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,71.0,28,False,,darglint,conda-forge/darglint,,,718931.0,22913.0,22623.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,290.0,717196.0,https://anaconda.org/conda-forge/darglint,2025-04-22 14:57:12.196,121465.0,2.0,,,,,,,,,,,,,,,,,, +142,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2026-04-14 03:01:46.000000,2026-04-07 17:26:44,685.0,7.0,23.0,5.0,585.0,56.0,469.0,2025-09-09 22:37:17.000,3.17.0,42.0,16.0,6.0,28,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],,1797669.0,30389.0,29608.0,https://pypi.org/project/flake8-comprehensions,2025-09-09 22:37:17.000,781.0,1782519.0,https://anaconda.org/conda-forge/flake8-comprehensions,2025-09-10 17:55:03.656,1060569.0,2.0,,,,,,,,,,,3.0,,,,,,, +143,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2026-02-13 20:49:59.000000,2026-01-25 11:45:17,947.0,2.0,44.0,13.0,41.0,317.0,423.0,2026-02-13 20:49:59.000,0.28.10,52.0,31.0,224.0,28,True,,py2app,,,,69531.0,5604.0,5562.0,https://pypi.org/project/py2app,2026-02-13 20:49:59.000,42.0,69531.0,,,,3.0,,,,,,,,,,,,,,,,,, +144,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2025-04-22 14:56:37.697000,2019-12-22 18:11:19,86.0,,53.0,9.0,37.0,22.0,229.0,2019-12-22 18:12:11.000,1.6.3,11.0,11.0,25.0,28,False,,astunparse,conda-forge/astunparse,,,14672127.0,169691.0,169008.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,683.0,14618266.0,https://anaconda.org/conda-forge/astunparse,2025-04-22 14:56:37.697,3393253.0,2.0,,,,,,,,,,,,,,,,,, +145,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2025-10-25 14:27:21.036000,2025-10-25 13:31:10,399.0,,206.0,7.0,99.0,58.0,188.0,2025-10-25 13:31:06.000,7.0.0,45.0,40.0,2.0,28,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],,1610013.0,29169.0,28540.0,https://pypi.org/project/flake8-isort,2025-10-25 13:31:06.000,629.0,1608562.0,https://anaconda.org/conda-forge/flake8-isort,2025-10-25 14:27:21.036,100119.0,2.0,,,,,,,,,,,,,,,,,, +146,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2025-11-30 12:53:57.736000,2025-11-29 15:24:18,128.0,,38.0,10.0,64.0,40.0,146.0,2025-11-29 15:30:03.000,0.7.0,24.0,11.0,,28,True,,gast,conda-forge/gast,,,18818249.0,216525.0,215994.0,https://pypi.org/project/gast,2025-11-29 15:30:03.000,531.0,18760159.0,https://anaconda.org/conda-forge/gast,2025-11-30 12:53:57.736,3950168.0,2.0,,,,,,,,,,,,,,,,,, +147,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2025-06-29 22:40:49.000000,2025-06-29 22:34:16,438.0,,513.0,161.0,171.0,174.0,10327.0,2025-06-29 22:40:49.000,0.15.3.0,96.0,45.0,169.0,27,True,,gdbgui,,,20341.0,9189.0,512.0,510.0,https://pypi.org/project/gdbgui,2025-06-29 22:39:12.000,2.0,8895.0,,,,3.0,,,,,,,,,,,,,,,,,, +148,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2024-12-24 01:04:30.000000,2024-11-03 22:09:40,6749.0,,253.0,59.0,137.0,237.0,6097.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,336.0,27,False,,pyoxidizer,,,27361.0,12654.0,160.0,158.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,12290.0,,,,3.0,,,,,,,,,,,,,,,,,, +149,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2018-06-28 14:01:33.000,2025-12-04 21:58:46.357000,2018-06-28 13:35:12,500.0,,387.0,4.0,1.0,,4539.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,,27,False,,memory_profiler,conda-forge/memory_profiler,,,6462538.0,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,6393161.0,https://anaconda.org/conda-forge/memory_profiler,2025-12-04 21:58:46.357,4578883.0,3.0,,,,,,,,,,,,,,,,,, +150,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2025-06-07 07:19:44.000000,2025-06-07 07:19:43,497.0,,89.0,10.0,68.0,57.0,1395.0,2021-12-22 16:55:15.000,1.0.1,18.0,31.0,60.0,27,True,,pympler,conda-forge/pympler,,,5509242.0,259.0,,https://pypi.org/project/pympler,2024-06-28 19:56:05.000,259.0,5498757.0,https://anaconda.org/conda-forge/pympler,2025-04-22 14:56:33.462,692034.0,3.0,,,,,,,,,,,,,,,,,, +151,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,MIT,2015-02-02 14:21:10.000,2025-12-01 07:34:04.000000,2025-12-01 07:33:38,407.0,,74.0,20.0,91.0,140.0,967.0,2025-12-01 07:48:45.000,2.2.0,95.0,29.0,35.0,27,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],,2438337.0,1659.0,1600.0,https://pypi.org/project/pytest-testmon,2025-12-01 07:30:23.000,59.0,2436926.0,https://anaconda.org/conda-forge/pytest-testmon,2025-04-22 14:56:46.735,138282.0,3.0,,,,,,,,,,,,,,,,,, +152,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000000,2021-12-09 03:12:36,1672.0,,72.0,26.0,107.0,48.0,725.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,90.0,27,False,,redbaron,,,,520588.0,863.0,775.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,88.0,520588.0,,,,2.0,,,,,,,,,,,,,,,,,, +153,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2026-04-14 02:55:19.000000,2026-04-07 17:23:46,524.0,13.0,45.0,8.0,346.0,72.0,679.0,2025-09-08 15:33:17.000,1.20.0,31.0,26.0,9.0,27,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,,130747.0,1670.0,1551.0,https://pypi.org/project/blacken-docs,2025-09-08 15:33:17.000,119.0,129877.0,https://anaconda.org/conda-forge/blacken-docs,2025-09-08 21:36:16.747,60095.0,3.0,,,,,,,,,,,,,,,,,, +154,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2026-04-16 15:50:12.451000,2026-04-16 15:05:43,1472.0,49.0,178.0,28.0,770.0,403.0,497.0,2026-04-10 17:14:13.000,3.15.3,53.0,79.0,43.0,27,True,,,constructor,,289.0,257.0,27.0,27.0,,,,,https://anaconda.org/anaconda/constructor,2026-04-16 15:50:12.451,31032.0,3.0,,,,,,,,,,,,,,,,,, +155,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,https://github.com/explosion/wasabi,MIT,2018-11-17 14:40:55.000,2026-03-27 08:49:54.000000,2026-03-27 07:49:50,264.0,2.0,25.0,10.0,38.0,5.0,468.0,2024-05-31 16:57:41.000,1.1.3,42.0,14.0,5.0,27,True,explosion/wasabi,wasabi,conda-forge/wasabi,,,18674359.0,69801.0,69590.0,https://pypi.org/project/wasabi,2024-05-31 16:56:16.000,211.0,18644916.0,https://anaconda.org/conda-forge/wasabi,2025-04-22 14:57:01.909,2061078.0,3.0,,,,,,,,,,,,,,,,,, +156,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2025-04-22 14:56:33.025000,2024-02-26 01:33:26,235.0,,112.0,20.0,67.0,46.0,445.0,2024-02-26 01:36:32.000,1.7.2,34.0,38.0,13.0,27,False,,ddt,conda-forge/ddt,,,1795557.0,6783.0,6571.0,https://pypi.org/project/ddt,2024-02-26 01:36:32.000,212.0,1791018.0,https://anaconda.org/conda-forge/ddt,2025-04-22 14:56:33.025,195197.0,3.0,,,,,,,,,,,,,,,,,, +157,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of RegEx.,,https://github.com/Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2026-04-12 22:11:46.000000,2026-04-12 04:54:43,979.0,44.0,18.0,5.0,146.0,36.0,223.0,2026-03-27 18:51:40.000,1.3.2,76.0,13.0,25.0,27,True,,xdoctest,conda-forge/xdoctest,,283.0,1042318.0,261.0,,https://pypi.org/project/xdoctest,2026-03-27 01:13:23.000,261.0,1038281.0,https://anaconda.org/conda-forge/xdoctest,2026-03-27 03:08:44.328,274291.0,3.0,,,,,,,,,,,,,,,,,,conda-forge/xdoctest +158,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2025-04-22 14:56:27.787000,2024-02-10 21:52:43,112.0,,39.0,3.0,70.0,45.0,179.0,2024-02-10 21:58:22.000,3.4.0,42.0,33.0,11.0,27,False,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],,1687828.0,24315.0,23881.0,https://pypi.org/project/flake8-quotes,2024-02-10 21:58:22.000,434.0,1670812.0,https://anaconda.org/conda-forge/flake8-quotes,2025-04-22 14:56:27.787,952913.0,3.0,,,,,,,,,,,,,,,,,, +159,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2026-02-11 02:19:15.000000,2025-06-14 08:50:16,355.0,,200.0,53.0,185.0,142.0,5000.0,2023-03-20 14:10:04.829,23.3.0,23.0,51.0,61.0,26,True,,monkeytype,conda-forge/monkeytype,,,285842.0,23.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,23.0,283985.0,https://anaconda.org/conda-forge/monkeytype,2025-04-22 14:56:45.647,131892.0,2.0,,,,,,,,,,,,,,,,,, +160,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2026-02-25 14:28:08.000000,2025-10-22 12:17:56,111.0,,204.0,64.0,63.0,51.0,4729.0,2021-01-29 16:48:55.000,0.3.3,16.0,19.0,34.0,26,True,,better-exceptions,,,,467571.0,102.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,102.0,467571.0,,,,3.0,,,,,,,,,,,,,,,,,, +161,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000000,2020-11-16 01:36:32,316.0,,636.0,155.0,36.0,120.0,2093.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,183.0,26,False,,uiautomator,,,,53436.0,327.0,315.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,12.0,53436.0,,,,3.0,,,,,,,,,,,,,,,,,, +162,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2026-03-25 20:15:46.000000,2025-10-19 04:53:06,906.0,,65.0,23.0,131.0,73.0,1279.0,2023-10-11 03:48:57.000,1.25.0,52.0,24.0,44.0,26,True,,wily,,,,52275.0,300.0,298.0,https://pypi.org/project/wily,2023-10-11 03:48:57.000,2.0,52275.0,,,,3.0,,,,,,,,,,,,,,,,,, +163,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2024-06-21 06:45:05.000000,2022-08-08 11:25:05,700.0,,100.0,14.0,99.0,96.0,1053.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,64.0,26,False,,pylama,,,,214189.0,7225.0,6896.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,329.0,214189.0,,,,3.0,,,,,,,,,,,,,,,,,, +164,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2025-07-21 21:47:21.000000,2025-07-15 21:35:24,1113.0,,106.0,31.0,41.0,168.0,994.0,2025-07-15 22:01:38.000,0.14.0.0,30.0,24.0,24.0,26,True,,py2exe,,,24914.0,12753.0,2254.0,2243.0,https://pypi.org/project/py2exe,2025-07-16 08:41:54.000,11.0,12460.0,,,,3.0,,,,,,,,,,,,,,,,,, +165,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2026-01-01 08:13:42.000000,2025-12-01 11:01:39,1999.0,,209.0,14.0,409.0,427.0,812.0,2025-07-08 19:34:47.000,5.0.0a2,68.0,121.0,193.0,26,True,breathe-doc/breathe,breathe,conda-forge/breathe,,811.0,1740233.0,131.0,,https://pypi.org/project/breathe,2025-07-08 20:28:19.000,131.0,1724855.0,https://anaconda.org/conda-forge/breathe,2025-04-22 14:56:28.512,1075575.0,3.0,,,,,,,,,,,-4.0,,,,,,, +166,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2025-10-02 11:05:16.716000,2019-06-15 20:36:43,183.0,,57.0,10.0,51.0,45.0,766.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,47.0,26,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],,1221875.0,12018.0,11459.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,559.0,1218535.0,https://anaconda.org/conda-forge/pytest-watch,2025-10-02 11:05:16.716,223795.0,3.0,,,,,,,,,,,,,,,,,, +167,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2026-04-14 20:28:33.000000,2026-04-14 20:28:30,736.0,13.0,34.0,2.0,645.0,67.0,702.0,2025-09-12 15:22:58.000,4.0.1,36.0,20.0,9.0,26,True,,pytest-randomly,conda-forge/pytest-randomly,,,5946407.0,769.0,,https://pypi.org/project/pytest-randomly,2025-09-12 15:22:58.000,769.0,5939347.0,https://anaconda.org/conda-forge/pytest-randomly,2025-04-22 14:58:02.951,381245.0,3.0,,,,,,,,,,,,,,,,,, +168,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000000,2022-02-03 20:25:55,403.0,,213.0,23.0,95.0,83.0,588.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,57.0,26,False,,sphinx-bootstrap-theme,,['sphinx'],,193519.0,275.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,275.0,193519.0,,,,3.0,,,,,,,,,,,,,,,,,, +169,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2025-05-06 21:53:54.000000,2025-05-06 21:53:53,286.0,,264.0,13.0,146.0,83.0,532.0,2025-05-05 20:43:43.000,0.15.1,31.0,37.0,21.0,26,False,,pep8-naming,conda-forge/pep8-naming,,,3491040.0,836.0,,https://pypi.org/project/pep8-naming,2025-05-05 20:43:11.000,836.0,3482535.0,https://anaconda.org/conda-forge/pep8-naming,2025-05-06 21:46:36.863,586877.0,3.0,,,,,,,,,,,-3.0,,,,,,, +170,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2025-11-12 13:42:28.000000,2025-11-12 13:41:54,106.0,,77.0,8.0,76.0,41.0,487.0,2025-11-12 13:42:28.000,3.2.5,34.0,30.0,21.0,26,True,,pytest-docker,,['pytest'],249.0,1459092.0,2711.0,2557.0,https://pypi.org/project/pytest-docker,2025-11-12 13:42:18.000,154.0,1459089.0,,,,3.0,,,,,,,,,,,,,,,,,, +171,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2026-04-13 18:32:40.000000,2026-04-13 13:58:46,1028.0,28.0,25.0,3.0,608.0,84.0,413.0,2025-11-30 12:11:25.000,0.38.1,57.0,18.0,49.0,26,True,,nitpick,,['flake8'],12.0,15836.0,1395.0,1369.0,https://pypi.org/project/nitpick,2025-11-30 12:11:22.000,26.0,15836.0,,,,3.0,,,,,,,,,,,,,,,,,, +172,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2025-09-01 12:24:49.483000,2025-08-31 21:24:41,525.0,,39.0,10.0,53.0,34.0,388.0,2025-09-01 09:48:08.000,2.2.1,36.0,11.0,19.0,26,True,,executing,conda-forge/executing,,,118278533.0,801.0,,https://pypi.org/project/executing,2025-09-01 09:48:08.000,801.0,117883135.0,https://anaconda.org/conda-forge/executing,2025-09-01 12:24:49.483,26096285.0,3.0,,,,,,,,,,,-4.0,,,,,,, +173,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2026-01-05 10:39:27.000000,2026-01-05 10:37:02,629.0,,39.0,4.0,77.0,78.0,295.0,,,45.0,23.0,23.0,26,True,,check-manifest,conda-forge/check-manifest,,,1465300.0,17151.0,12123.0,https://pypi.org/project/check-manifest,2025-10-15 11:15:46.000,5028.0,1462367.0,https://anaconda.org/conda-forge/check-manifest,2025-10-15 12:22:44.579,196569.0,3.0,,,,,,,,,,,,,,,,,, +174,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/realpython/pytest-mypy,https://github.com/realpython/pytest-mypy,MIT,2016-09-29 14:39:23.000,2025-04-22 14:57:21.503000,2025-04-02 15:52:31,354.0,,33.0,7.0,125.0,65.0,258.0,2025-04-02 19:31:14.000,1.0.1,25.0,16.0,7.0,26,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],,568756.0,5536.0,4753.0,https://pypi.org/project/pytest-mypy,2025-04-02 19:31:14.000,783.0,566899.0,https://anaconda.org/conda-forge/pytest-mypy,2025-04-22 14:57:21.503,126326.0,3.0,,,,,,,,,,,,,,,,,, +175,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2025-04-22 14:56:42.129000,2023-07-03 22:55:34,205.0,,53.0,17.0,109.0,86.0,233.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,1.0,26,False,,typed_ast,conda-forge/typed-ast,,,4498634.0,645.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,645.0,4392995.0,https://anaconda.org/conda-forge/typed-ast,2025-04-22 14:56:42.129,6972208.0,3.0,,,,,,,,,,,,,,,,,, +176,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2021-02-11 03:06:29.408,2026-01-07 18:57:56.000000,2025-12-17 20:48:46,658.0,,47.0,,,,206.0,2025-12-17 20:56:07.000,1.0.8,43.0,27.0,,26,True,,asteval,conda-forge/asteval,,,4049917.0,193.0,,https://pypi.org/project/asteval,2025-12-17 20:56:07.000,193.0,4035269.0,https://anaconda.org/conda-forge/asteval,2025-12-18 05:36:51.516,908197.0,3.0,,,,,,,,,,,,,,,,,, +177,rebound,shobrook/rebound,logging,Instant Stack Overflow results whenever an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,GPL-2.0+,2018-02-28 04:47:03.000,2026-02-11 17:56:18.000000,2022-02-16 05:16:40,168.0,,381.0,75.0,41.0,38.0,4124.0,2026-02-11 17:56:18.000,4.6.0,232.0,16.0,24.0,25,False,,rebound,conda-forge/rebound,,279.0,36497.0,53.0,,https://pypi.org/project/rebound,2026-02-11 17:56:18.000,53.0,20024.0,https://anaconda.org/conda-forge/rebound,2026-01-04 16:08:23.664,1169441.0,3.0,,,,,,,,,,,,,,,,,, +178,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39,2145.0,,116.0,25.0,221.0,161.0,1791.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,107.0,25,False,,dephell,,,354.0,1057.0,871.0,848.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,23.0,1053.0,,,,3.0,,,,,,,,,,,,,,,,,, +179,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2026-04-06 22:04:31.000000,2024-05-20 16:10:07,243.0,,50.0,5.0,126.0,37.0,662.0,2024-04-07 22:30:44.000,1.7.0,16.0,17.0,37.0,25,False,,interrogate,,,,1513094.0,386.0,,https://pypi.org/project/interrogate,2024-04-07 22:30:44.000,386.0,1513094.0,,,,3.0,,,,,,,,,,,,,,,,,, +180,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2023-11-09 15:34:22.000000,2023-11-09 15:30:55,473.0,,65.0,21.0,88.0,52.0,538.0,2023-11-09 15:34:22.000,0.11.3,22.0,23.0,53.0,25,False,,mamba,,,,13957.0,1407.0,1378.0,https://pypi.org/project/mamba,2023-11-09 15:34:22.000,29.0,13957.0,,,,3.0,,,,,,,,,,,3.0,,,,,,, +181,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2025-04-22 14:57:50.454000,2024-12-31 07:51:55,440.0,,12.0,2.0,332.0,32.0,316.0,2023-05-31 09:59:03.360,1.5.0,16.0,17.0,8.0,25,False,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],,753899.0,20440.0,20267.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,173.0,753434.0,https://anaconda.org/conda-forge/flake8-eradicate,2025-04-22 14:57:50.454,27933.0,3.0,,,,,,,,,,,,,,,,,, +182,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000000,2021-12-09 03:33:22,1505.0,,50.0,14.0,101.0,30.0,301.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,57.0,25,False,,baron,,,,521558.0,461.0,456.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,5.0,521558.0,,,,3.0,,,,,,,,,,,,,,,,,, +183,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2026-03-23 22:55:00.000000,2026-03-23 22:54:58,337.0,6.0,73.0,8.0,146.0,98.0,279.0,2025-06-24 12:47:38.000,0.19.2,38.0,50.0,15.0,25,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],11.0,1506662.0,654.0,,https://pypi.org/project/flake8-import-order,2025-06-24 12:47:38.000,654.0,1495564.0,https://anaconda.org/conda-forge/flake8-import-order,2025-06-26 20:28:26.571,454983.0,3.0,,,,,,,,,,,,,,,,,, +184,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2025-04-22 14:57:41.763000,2021-02-16 17:29:00,446.0,,51.0,8.0,171.0,23.0,204.0,2021-02-16 16:47:31.000,0.2.23,26.0,43.0,33.0,25,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,,103991.0,2024.0,1930.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,94.0,103680.0,https://anaconda.org/conda-forge/data-science-types,2025-04-22 14:57:41.763,19904.0,3.0,,,,,,,,,,,,,,,,,, +185,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2026-04-07 21:18:51.000000,2026-04-07 21:18:49,212.0,3.0,11.0,1.0,76.0,27.0,166.0,2025-09-21 18:56:36.000,0.4.0,22.0,11.0,4.0,25,True,,flake8-black,conda-forge/flake8-black,['flake8'],,637837.0,9300.0,8758.0,https://pypi.org/project/flake8-black,2025-09-21 18:56:36.000,542.0,630910.0,https://anaconda.org/conda-forge/flake8-black,2025-09-22 00:17:36.193,491885.0,3.0,,,,,,,,,,,,,,,,,, +186,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,DISCONTINUED: sphinx builder that outputs markdown files. The active version of this project is now being maintained..,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2026-03-11 10:56:56.000000,2023-06-24 21:25:38,106.0,,60.0,6.0,27.0,39.0,162.0,2026-03-11 10:56:56.000,0.6.10,34.0,19.0,,25,False,,sphinx-markdown-builder,,['sphinx'],,305540.0,1592.0,1359.0,https://pypi.org/project/sphinx-markdown-builder,2026-03-11 10:56:56.000,233.0,305540.0,,,,3.0,,,,,,,,,,,,,,,,,, +187,flake8-commas,PyCQA/flake8-commas,linters,Flake8 extension for enforcing trailing commas in python.,,https://github.com/PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2026-01-05 17:48:01.000000,2026-01-05 17:47:43,223.0,,30.0,3.0,40.0,28.0,134.0,2024-05-16 20:07:44.000,4.0.0,22.0,15.0,3.0,25,True,,flake8-commas,,['flake8'],,319018.0,19306.0,19090.0,https://pypi.org/project/flake8-commas,2024-05-16 20:07:44.000,216.0,319018.0,,,,3.0,,,,,,,,,,,,,,,,,, +188,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2025-10-27 19:47:11.685000,2025-10-25 13:46:02,372.0,,25.0,3.0,81.0,49.0,118.0,2025-10-25 13:45:56.000,3.1.0,33.0,21.0,3.0,25,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],,1019359.0,12243.0,11657.0,https://pypi.org/project/flake8-builtins,2025-10-25 13:45:56.000,586.0,1006885.0,https://anaconda.org/conda-forge/flake8-builtins,2025-10-27 19:47:11.685,523915.0,3.0,,,,,,,,,,,,,,,,,, +189,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000000,2022-07-15 07:43:03,620.0,,153.0,67.0,32.0,57.0,3980.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,30.0,24,False,,vprof,,,,12989.0,157.0,146.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,11.0,12989.0,,,,3.0,,,,,,,,,,,,,,,,,, +190,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2026-01-10 12:19:00.000000,2026-01-10 12:19:00,219.0,,109.0,27.0,137.0,82.0,1928.0,2024-11-01 19:48:43.000,1.0.8,65.0,44.0,65.0,24,True,,shiv,,,2652.0,209045.0,29.0,,https://pypi.org/project/shiv,2024-11-01 19:47:45.000,29.0,209013.0,,,,3.0,,,,,,,,,,,,,,,,,, +191,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2026-01-08 14:21:03.315000,2025-10-30 16:16:04,218.0,,42.0,8.0,41.0,25.0,1302.0,2024-03-13 19:36:07.000,0.2.12,21.0,8.0,11.0,24,True,,stackprinter,conda-forge/stackprinter,,,360404.0,497.0,449.0,https://pypi.org/project/stackprinter,2024-03-13 19:36:07.000,48.0,360132.0,https://anaconda.org/conda-forge/stackprinter,2026-01-08 14:21:03.315,17980.0,3.0,,,,,,,,,,,,,,,,,, +192,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2025-01-05 12:10:01.000000,2025-01-05 12:09:52,568.0,,122.0,32.0,93.0,147.0,986.0,2020-07-03 08:11:24.000,2.5.1,22.0,31.0,34.0,24,False,,pynsist,,,,8506.0,271.0,257.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,14.0,8506.0,,,,3.0,,,,,,,,,,,,,,,,,, +193,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,,2020-02-20 19:09:01.000,2026-04-01 12:32:07.000000,2026-03-02 05:08:20,419.0,4.0,67.0,23.0,430.0,91.0,704.0,2025-11-12 22:19:10.000,2.2.1,13.0,50.0,44.0,24,False,,fixit,,,,231323.0,123.0,107.0,https://pypi.org/project/fixit,2025-11-12 22:19:10.000,16.0,231323.0,,,,3.0,,,,,,,,,,,,,,,,,, +194,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,A plugin for customizing the navigation structure of your MkDocs site.,,https://github.com/lukasgeiter/mkdocs-awesome-nav,https://github.com/lukasgeiter/mkdocs-awesome-nav,MIT,2018-02-06 21:09:24.000,2026-04-10 15:47:59.000000,2026-04-10 15:47:59,127.0,1.0,42.0,8.0,26.0,96.0,622.0,2025-12-02 20:10:28.000,3.3.0,33.0,12.0,23.0,24,True,lukasgeiter/mkdocs-awesome-nav,mkdocs-awesome-pages-plugin,,['mkdocs'],,779113.0,756.0,540.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2024-12-22 21:13:46.000,216.0,779113.0,,,,3.0,,,,,,,,,,,,,,,,,, +195,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2025-04-22 14:56:34.780000,2022-01-27 10:32:34,98.0,,30.0,6.0,23.0,22.0,395.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,23.0,24,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],,1272977.0,3724.0,3429.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,295.0,1265882.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2025-04-22 14:56:34.780,766273.0,3.0,,,,,,,,,,,,,,,,,, +196,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2024-05-25 03:08:01.000000,2021-10-14 20:29:54,188.0,,80.0,13.0,52.0,50.0,390.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,92.0,24,False,,mkdocs-with-pdf,,['mkdocs'],,120085.0,888.0,880.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,8.0,120085.0,,,,3.0,,,,,,,,,,,,,,,,,, +197,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2026-04-13 18:43:15.000000,2026-03-16 19:32:58,197.0,2.0,25.0,5.0,98.0,20.0,275.0,2025-07-30 13:52:14.000,1.8.0,17.0,16.0,3.0,24,True,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],89.0,1374539.0,2472.0,2199.0,https://pypi.org/project/pytest-datadir,2025-07-30 13:52:11.000,273.0,1363943.0,https://anaconda.org/conda-forge/pytest-datadir,2025-07-30 22:39:32.200,444965.0,3.0,,,,,,,,,,,,,,,,,, +198,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2025-05-10 18:39:17.052000,2024-10-21 10:26:40,127.0,,22.0,5.0,19.0,35.0,273.0,2024-10-21 10:27:51.000,0.9.3,24.0,13.0,5.0,24,False,,xenon,conda-forge/xenon,,,626750.0,1809.0,1762.0,https://pypi.org/project/xenon,2024-10-21 10:27:51.000,47.0,623499.0,https://anaconda.org/conda-forge/xenon,2025-05-10 18:39:17.052,35767.0,3.0,,,,,,,,,,,,,,,,,, +199,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2026-02-18 10:29:08.000000,2026-02-18 10:26:46,504.0,9.0,21.0,4.0,196.0,118.0,248.0,2026-02-18 10:27:43.000,1.3.1,59.0,16.0,1.0,24,True,hakancelikdev/unimport,unimport,,,,41775.0,210.0,170.0,https://pypi.org/project/unimport,2026-02-18 10:29:08.000,40.0,41775.0,,,,3.0,,,,,,,,,,,,,,,,,, +200,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2026-03-25 20:47:07.000000,2026-03-25 20:46:29,540.0,3.0,428.0,69.0,155.0,270.0,6728.0,2026-03-25 20:50:55.000,1.3.0,15.0,68.0,99.0,23,True,,,,,,,21.0,21.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +201,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2025-04-22 14:57:40.153000,2021-11-24 14:32:14,130.0,,87.0,30.0,11.0,38.0,2875.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,14.0,23,False,,pretty_errors,conda-forge/pretty_errors,,,174278.0,110.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,110.0,173769.0,https://anaconda.org/conda-forge/pretty_errors,2025-04-22 14:57:40.153,33093.0,3.0,,,,,,,,,,,,,,,,,, +202,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2025-04-22 14:56:57.175000,2023-01-20 18:08:14,186.0,,135.0,37.0,95.0,34.0,1611.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,48.0,23,False,,bowler,conda-forge/bowler,,,56530.0,19.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,19.0,56248.0,https://anaconda.org/conda-forge/bowler,2025-04-22 14:56:57.175,25133.0,3.0,,,,,,,,,,,,,,,,,, +203,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2026-01-11 12:58:28.000000,2026-01-11 12:58:26,435.0,,42.0,20.0,20.0,31.0,1452.0,2024-10-06 20:31:02.000,0.6.0,16.0,22.0,26.0,23,True,,snoop,conda-forge/snoop,,,268232.0,41.0,,https://pypi.org/project/snoop,2024-10-06 20:31:02.000,41.0,267991.0,https://anaconda.org/conda-forge/snoop,2025-04-22 14:58:02.750,13040.0,3.0,,,,,,,,,,,,,,,,,, +204,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000000,2021-10-12 20:53:49,95.0,,61.0,23.0,63.0,33.0,1447.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,36.0,23,False,,pyannotate,,,,75530.0,187.0,153.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,34.0,75530.0,,,,3.0,,,,,,,,,,,,,,,,,, +205,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2026-03-21 20:37:57.000000,2026-03-21 20:37:56,380.0,7.0,48.0,22.0,56.0,75.0,1337.0,2021-07-02 13:17:04.000,0.3.1,26.0,30.0,65.0,23,True,,pyflow,,,9091.0,566.0,45.0,44.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,453.0,,,,3.0,,,,,,,,,,,,,,,,,, +206,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-09-19 11:00:56.000000,2023-01-03 00:40:56,266.0,,72.0,14.0,43.0,33.0,871.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,32.0,23,False,,portray,,,,40537.0,888.0,866.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,22.0,40537.0,,,,3.0,,,,,,,,,,,,,,,,,, +207,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2025-11-03 14:44:40.719000,2025-08-22 21:11:31,1154.0,,51.0,11.0,23.0,55.0,865.0,2025-08-22 22:11:39.000,3.9.0,56.0,10.0,47.0,23,True,,hunter,conda-forge/hunter,,,933942.0,17.0,,https://pypi.org/project/hunter,2025-08-22 22:11:39.000,17.0,930181.0,https://anaconda.org/conda-forge/hunter,2025-11-03 14:44:40.719,214399.0,3.0,,,,,,,,,,,,,,,,,, +208,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2026-03-30 21:02:47.000000,2025-08-28 22:04:22,158.0,,44.0,7.0,61.0,42.0,247.0,2021-07-27 09:00:22.000,0.4.8,18.0,13.0,4.0,23,True,,lazydocs,,,,22187.0,476.0,411.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,65.0,22187.0,,,,3.0,,,,,,,,,,,,,,,,,, +209,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/PyCQA/eradicate,https://github.com/PyCQA/eradicate,Saxpath,2012-12-23 04:39:48.000,2025-11-21 07:14:28.000000,2025-11-21 07:14:21,194.0,,27.0,2.0,36.0,18.0,218.0,2025-10-27 07:19:07.000,3.0.1,21.0,17.0,7.0,23,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,,,892361.0,16965.0,16934.0,https://pypi.org/project/eradicate,2025-10-27 07:14:29.000,31.0,891999.0,https://anaconda.org/conda-forge/eradicate,2025-11-01 17:12:18.956,21752.0,3.0,,,,,,,,,,,,,,,,,, +210,flake8-simplify,MartinThoma/flake8-simplify,linters,A flake8 plugin that helps you to simplify code.,,https://github.com/MartinThoma/flake8-simplify,https://github.com/MartinThoma/flake8-simplify,MIT,2020-09-19 16:59:41.000,2026-01-06 00:50:50.189000,2026-01-01 13:35:46,153.0,,23.0,3.0,81.0,74.0,195.0,2026-01-01 13:32:20.000,0.30.0,40.0,16.0,55.0,23,True,,flake8-simplify,conda-forge/flake8-simplify,,,382714.0,137.0,,https://pypi.org/project/flake8-simplify,2026-01-01 13:32:20.000,137.0,381615.0,https://anaconda.org/conda-forge/flake8-simplify,2026-01-06 00:50:50.189,70368.0,3.0,,,,,,,,,,,,,,,,,, +211,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2025-04-22 14:57:38.190000,2025-03-09 17:32:30,258.0,,30.0,1.0,45.0,95.0,54.0,2025-03-09 17:32:47.000,0.16.5,30.0,23.0,6.0,23,False,,pytkdocs,conda-forge/pytkdocs,,,176360.0,1656.0,1634.0,https://pypi.org/project/pytkdocs,2025-03-09 17:32:40.000,22.0,172970.0,https://anaconda.org/conda-forge/pytkdocs,2025-04-22 14:57:38.190,223789.0,3.0,,,,,,,,,,,,,,,,,, +212,xxh,xxh/xxh,shell,"Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.",,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2026-04-12 12:42:51.000000,2026-04-12 12:42:50,807.0,11.0,120.0,38.0,68.0,70.0,5973.0,2026-04-06 23:11:26.000,0.8.16,92.0,28.0,30.0,22,True,,xxh-xxh,,,5212.0,805.0,,,https://pypi.org/project/xxh-xxh,2024-04-06 23:52:28.000,,735.0,,,,3.0,,,,,,,,,,,,,,,,,, +213,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2025-04-07 02:52:38.000000,2025-04-07 02:52:38,355.0,,204.0,51.0,45.0,17.0,2870.0,,,13.0,25.0,43.0,22,True,,pyrasite,,,,59635.0,72.0,72.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,,59635.0,,,,3.0,,,,,,,,,,,,,,,,,, +214,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000000,2020-08-26 00:32:16,828.0,,184.0,68.0,170.0,128.0,1762.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,89.0,22,False,,sixpack,,,,969.0,14.0,14.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,,969.0,,,,3.0,,,,,,,,,,,,,,,,,, +215,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2025-04-22 14:57:50.459000,2025-01-24 19:11:42,134.0,,50.0,8.0,104.0,41.0,1071.0,2023-09-03 16:53:31.000,0.12.2,18.0,14.0,28.0,22,False,,python-devtools,conda-forge/python-devtools,,,5373.0,9019.0,9017.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,2.0,4489.0,https://anaconda.org/conda-forge/python-devtools,2025-04-22 14:57:50.459,53041.0,3.0,,,,,,,,,,,,,,,,,, +216,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2026-01-28 17:36:23.000000,2025-01-02 18:11:10,836.0,,86.0,19.0,142.0,79.0,597.0,2024-11-29 19:33:49.000,1.8.1,14.0,67.0,45.0,22,False,,pytest-virtualenv,conda-forge/pytest-shutil,,239.0,43240.0,73.0,,https://pypi.org/project/pytest-virtualenv,2024-11-29 19:33:49.000,73.0,40826.0,https://anaconda.org/conda-forge/pytest-shutil,2025-04-22 14:56:53.611,129702.0,3.0,,,,,,,,,,,,,,,,,, +217,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2025-04-22 14:56:29.275000,2023-04-16 21:21:14,535.0,,86.0,12.0,88.0,93.0,463.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,46.0,22,False,,paver,conda-forge/paver,,,123105.0,13.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,13.0,122293.0,https://anaconda.org/conda-forge/paver,2025-04-22 14:56:29.275,91792.0,3.0,,,,,,,,,,,,,,,,,, +218,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2026-04-14 16:07:07.000000,2026-04-14 16:07:05,576.0,4.0,29.0,5.0,254.0,61.0,372.0,2025-10-10 17:59:24.000,4.0.0,43.0,11.0,,22,True,,add-trailing-comma,,,,154497.0,41.0,,https://pypi.org/project/add-trailing-comma,2025-10-10 17:59:24.000,41.0,154497.0,,,,3.0,,,,,,,,,,,,,,,,,, +219,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2025-10-08 08:08:12.000000,2025-10-08 08:08:12,73.0,,39.0,19.0,32.0,46.0,342.0,2021-10-05 01:33:27.000,0.5.10,24.0,12.0,44.0,22,True,,mkdocs-pdf-export-plugin,,['mkdocs'],,35483.0,1519.0,1513.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,35483.0,,,,3.0,,,,,,,,,,,,,,,,,, +220,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2025-07-28 15:33:16.000000,2023-12-01 19:07:59,597.0,,41.0,5.0,28.0,46.0,177.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,32.0,22,False,,releases,conda-forge/sphinx-releases,['sphinx'],,33043.0,788.0,747.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,41.0,32438.0,https://anaconda.org/conda-forge/sphinx-releases,2025-04-22 14:56:50.743,57564.0,3.0,,,,,,,,,,,,,,,,,, +221,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2025-04-22 14:57:04.228000,2023-08-11 15:07:51,233.0,,18.0,4.0,84.0,41.0,171.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,13.0,22,False,,pandas-vet,conda-forge/pandas-vet,['flake8'],145.0,145461.0,520.0,483.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,37.0,144943.0,https://anaconda.org/conda-forge/pandas-vet,2025-04-22 14:57:04.228,25880.0,3.0,,,,,,,,,,,,,,,,,, +222,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133000,2020-08-24 01:31:58,433.0,,112.0,69.0,25.0,20.0,2951.0,2017-06-28 06:10:16.000,0.1.3,5.0,18.0,17.0,21,False,,profiling,,,,1239.0,82.0,80.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,2.0,1239.0,,,,3.0,,,,,,,,,,,,,,,,,, +223,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-12-28 22:35:49.000000,2023-12-28 22:31:34,105.0,,56.0,43.0,24.0,25.0,1577.0,2020-12-02 20:41:20.000,20.12.2,3.0,44.0,8.0,21,False,,xar,,,,163912.0,,,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,163912.0,,,,3.0,,,,,,,,,,,,,,,,,, +224,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2019-11-17 15:47:15.000,2025-04-22 14:56:43.876000,2019-10-30 17:50:10,279.0,,75.0,,,,520.0,,,13.0,10.0,,21,False,,assertpy,conda-forge/assertpy,,,867345.0,99.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,99.0,866701.0,https://anaconda.org/conda-forge/assertpy,2025-04-22 14:56:43.876,44493.0,3.0,,,,,,,,,,,,,,,,,, +225,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/prospector-dev/dodgy,https://github.com/prospector-dev/dodgy,MIT,2013-12-25 12:22:20.000,2025-04-22 14:56:26.263000,2021-03-21 11:36:52,70.0,,19.0,4.0,14.0,3.0,127.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,9.0,21,False,prospector-dev/dodgy,dodgy,conda-forge/dodgy,,,607039.0,3220.0,3169.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,51.0,605503.0,https://anaconda.org/conda-forge/dodgy,2025-04-22 14:56:26.263,178226.0,3.0,,,,,,,,,,,,,,,,,, +226,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2023-09-13 06:38:29.000000,2022-08-29 13:45:55,70.0,,23.0,4.0,18.0,17.0,116.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,12.0,21,False,,flake8-bandit,,['flake8'],,540492.0,210.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,210.0,540492.0,,,,3.0,,,,,,,,,,,,,,,,,, +227,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000000,2022-03-08 14:42:57,26.0,,9.0,4.0,9.0,9.0,61.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,6.0,21,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],,515447.0,3029.0,2988.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,41.0,515447.0,,,,3.0,,,,,,,,,,,,,,,,,, +228,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06,1576.0,,244.0,65.0,116.0,79.0,2204.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,27.0,20,False,,python-taint,,,149.0,1521.0,2.0,,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,2.0,1520.0,,,,3.0,,,,,,,,,,,,,,,,,, +229,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2026-01-11 12:25:17.000000,2025-09-06 15:13:50,418.0,,73.0,39.0,51.0,37.0,1713.0,2025-09-06 15:27:49.000,0.10.0,42.0,10.0,21.0,20,True,,birdseye,,,,1528.0,9.0,,https://pypi.org/project/birdseye,2025-09-06 15:27:49.000,9.0,1528.0,,,,3.0,,,,,,,,,,,,,,,,,, +230,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2025-04-22 14:57:57.761000,2024-07-04 13:45:03,514.0,,25.0,7.0,46.0,17.0,402.0,2024-07-04 16:25:34.000,1.8.1,24.0,11.0,9.0,20,False,,manhole,conda-forge/manhole,,,973512.0,6.0,,https://pypi.org/project/manhole,2024-07-04 16:25:34.000,6.0,972373.0,https://anaconda.org/conda-forge/manhole,2025-04-22 14:57:57.761,64930.0,3.0,,,,,,,,,,,,,,,,,, +231,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2026-04-10 06:13:04.000000,2026-04-10 06:13:04,302.0,2.0,29.0,3.0,34.0,101.0,183.0,2025-08-03 14:14:31.000,2.8,50.0,17.0,14.0,20,True,,mkdocs-print-site-plugin,,['mkdocs'],,162430.0,22.0,,https://pypi.org/project/mkdocs-print-site-plugin,2025-08-03 14:15:06.000,22.0,162430.0,,,,3.0,,,,,,,,,,,,,,,,,, +232,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2026-01-07 12:21:46.000000,2026-01-07 12:21:46,246.0,,16.0,2.0,16.0,24.0,175.0,2024-10-31 12:39:01.000,0.16.0,19.0,16.0,24.0,20,True,,dlint,conda-forge/dlint,,,106961.0,93.0,,https://pypi.org/project/dlint,2024-10-31 12:39:01.000,93.0,106714.0,https://anaconda.org/conda-forge/dlint,2025-04-22 14:58:04.693,13101.0,3.0,,,,,,,,,,,,,,,,,, +233,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2025-04-22 14:57:56.114000,2021-11-13 14:58:04,27.0,,122.0,28.0,4.0,6.0,1840.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,5.0,19,False,,heartrate,conda-forge/heartrate,,,542.0,75.0,72.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,426.0,https://anaconda.org/conda-forge/heartrate,2025-04-22 14:57:56.114,6776.0,3.0,,,,,,,,,,,,,,,,,, +234,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2023-06-12 20:15:00.000000,2019-12-20 19:59:49,222.0,,146.0,14.0,67.0,28.0,862.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,35.0,19,False,,pycco,,,,3191.0,6.0,,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,6.0,3191.0,,,,3.0,,,,,,,,,,,-3.0,,,,,,, +235,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40,368.0,,46.0,3.0,68.0,,230.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,4.0,19,False,,flakehell,,['flake8'],102.0,12368.0,18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,12367.0,,,,3.0,,,,,,,,,,,,,,,,,, +236,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2025-06-02 23:03:18.000000,2025-06-02 23:03:15,48.0,,13.0,4.0,35.0,23.0,157.0,2021-08-21 09:01:26.000,0.3.0,3.0,8.0,10.0,19,True,,com2ann,,,,22448.0,102.0,100.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,22448.0,,,,3.0,,,,,,,,,,,,,,,,,, +237,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,,2016-01-25 01:59:13.000,2026-04-13 23:38:47.000000,2026-04-13 23:38:46,1039.0,7.0,20.0,5.0,34.0,80.0,143.0,2025-05-30 00:58:19.000,16.1.0,72.0,25.0,11.0,19,False,,pip-run,,,,11577.0,98.0,88.0,https://pypi.org/project/pip-run,2025-05-30 00:58:13.000,10.0,11577.0,,,,3.0,,,,,,,,,,,,,,,,,, +238,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00,50.0,,17.0,3.0,13.0,3.0,102.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,23.0,19,False,,flake8-mypy,,['flake8'],,43335.0,1827.0,1772.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,55.0,43335.0,,,,3.0,,,,,,,,,,,,,,,,,, +239,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2024-01-01 00:20:53.000000,2024-01-01 00:18:13,201.0,,10.0,5.0,8.0,3.0,94.0,2014-09-07 13:57:37.000,0.5.7,24.0,3.0,7.0,19,False,,pyformat,,,,12280.0,1921.0,1913.0,https://pypi.org/project/pyformat,2024-01-01 00:20:50.000,8.0,12280.0,,,,3.0,,,,,,,,,,,,,,,,,, +240,reloadium,reloadware/reloadium,debugging,Hot Reloading and Profiling for Python.,,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2024-05-24 16:13:26.000000,2024-05-24 16:13:26,57.0,,60.0,22.0,33.0,120.0,2996.0,2024-05-22 15:28:18.000,1.5.1,50.0,3.0,35.0,18,False,,reloadium,,,,2344.0,,,https://pypi.org/project/reloadium,2024-05-22 15:28:18.000,,2344.0,,,,3.0,,,,,,,,,,,,,,,,,, +241,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:45.608000,2019-11-25 09:19:00,242.0,,123.0,65.0,29.0,15.0,2350.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,7.0,18,False,,fake2db,,,,257.0,33.0,33.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,,257.0,,,,3.0,,,,,,,,,,,,,,,,,, +242,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2023-07-04 11:25:43.000000,2021-09-18 20:16:24,55.0,,48.0,9.0,8.0,9.0,843.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,7.0,18,False,,py-heat,,,,4545.0,86.0,80.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,4545.0,,,,3.0,,,,,,,,,,,,,,,,,, +243,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000000,2019-05-10 19:18:48,200.0,,25.0,12.0,25.0,40.0,370.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,4.0,18,False,,vex,,,,595.0,37.0,34.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,3.0,595.0,,,,3.0,,,,,,,,,,,,,,,,,, +244,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2024-10-01 16:15:26.000000,2024-10-01 16:13:03,569.0,,24.0,,211.0,34.0,102.0,2024-10-01 16:15:26.000,1.6.1,44.0,18.0,15.0,18,False,,autoimport,,,,22385.0,14.0,,https://pypi.org/project/autoimport,2024-10-01 16:15:26.000,14.0,22385.0,,,,3.0,,,,,,,,,,,,,,,,,, +245,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2025-04-22 14:57:56.214000,2019-08-07 13:44:00,69.0,,18.0,3.0,13.0,3.0,97.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,12.0,18,False,,unify,conda-forge/unify,,,100209.0,71.0,,https://pypi.org/project/unify,2019-08-07 13:46:09.000,71.0,100149.0,https://anaconda.org/conda-forge/unify,2025-04-22 14:57:56.214,3514.0,3.0,,,,,,,,,,,,,,,,,, +246,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2025-04-22 14:56:27.130000,2022-07-19 20:45:38,40.0,,9.0,2.0,8.0,6.0,64.0,,,5.0,9.0,9.0,18,False,,pylint-flask,conda-forge/pylint-flask,['pylint'],,189410.0,8287.0,8281.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,6.0,186708.0,https://anaconda.org/conda-forge/pylint-flask,2025-04-22 14:56:27.130,313464.0,3.0,,,,,,,,,,,,,,,,,, +247,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44,80.0,,13.0,4.0,18.0,13.0,378.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,7.0,17,False,,tbvaccine,,,,8227.0,17.0,17.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,8227.0,,,,3.0,,,,,,,,,,,,,,,,,, +248,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000000,2017-02-13 18:07:04,26.0,,22.0,4.0,7.0,2.0,360.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,21.0,17,False,,pycycle,,,,39049.0,115.0,112.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,3.0,39049.0,,,,3.0,,,,,,,,,,,,,,,,,, +249,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2023-07-27 15:15:12.000000,2023-07-27 15:12:07,35.0,,14.0,4.0,23.0,6.0,279.0,2023-07-27 15:15:12.000,0.3.2,12.0,7.0,11.0,17,False,,bellybutton,,,,1126.0,51.0,50.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,1126.0,,,,3.0,,,,,,,,,,,,,,,,,, +250,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-06-17 04:37:59.000000,2023-06-17 04:37:59,400.0,,36.0,7.0,68.0,26.0,222.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,20.0,17,False,,imhotep,,,,48.0,19.0,15.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,4.0,48.0,,,,3.0,,,,,,,,,,,,,,,,,, +251,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2025-07-16 13:54:30.000000,2019-10-04 19:05:46,128.0,,19.0,10.0,10.0,13.0,155.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,11.0,17,False,,pynt,,,,4628.0,131.0,130.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,1.0,4628.0,,,,3.0,,,,,,,,,,,,,,,,,, +252,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2025-09-21 21:50:29.000000,2025-09-21 21:50:08,205.0,,15.0,3.0,19.0,7.0,116.0,2025-09-21 21:30:16.000,0.71.0,17.0,9.0,1.0,17,True,,massedit,,,33.0,1770.0,57.0,54.0,https://pypi.org/project/massedit,2025-09-21 21:30:16.000,3.0,1770.0,,,,3.0,,,,,,,,,,,,,,,,,, +253,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2025-09-05 19:23:22.000000,2025-09-05 19:23:22,154.0,,456.0,71.0,64.0,81.0,4114.0,,,,43.0,10.0,16,True,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +254,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2024-04-27 01:41:37.000000,2023-01-03 15:31:24,422.0,,185.0,41.0,156.0,174.0,1630.0,,,,61.0,40.0,16,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +255,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2025-04-22 14:58:04.676000,2024-12-09 15:09:45,88.0,,6.0,10.0,3.0,13.0,256.0,2024-12-09 15:14:21.000,1.2.0,11.0,3.0,8.0,16,False,,cohesion,conda-forge/cohesion,,,14040.0,13.0,,https://pypi.org/project/cohesion,2024-12-09 15:14:21.000,13.0,13924.0,https://anaconda.org/conda-forge/cohesion,2025-04-22 14:58:04.676,6187.0,3.0,,,,,,,,,,,,,,,,,, +256,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28,382.0,,4.0,7.0,63.0,25.0,71.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,5.0,16,False,,pytest-play,,['pytest'],,954.0,10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,954.0,,,,3.0,,,,,,,,,,,,,,,,,, +257,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2026-04-06 18:26:38.000000,2026-04-06 18:26:35,410.0,119.0,3.0,2.0,33.0,2.0,44.0,2026-04-01 07:12:50.000,0.6.1,32.0,2.0,4.0,16,False,,pyship,,,,279.0,13.0,13.0,https://pypi.org/project/pyship,2026-04-01 07:12:50.000,,279.0,,,,3.0,,,,,,,,,,,,,,,,,, +258,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000000,2021-08-01 15:51:53,133.0,,5.0,2.0,39.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,7.0,16,False,,mkdocs-versioning,,['mkdocs'],,4156.0,172.0,172.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,4156.0,,,,3.0,,,,,,,,,,,,,,,,,, +259,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38,154.0,,12.0,3.0,7.0,12.0,118.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,7.0,15,False,,pep8ify,,,,116.0,66.0,66.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,,116.0,,,,3.0,,,,,,,,,,,,,,,,,, +260,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-10-17 23:50:57.000000,2023-01-30 07:50:18,198.0,,5.0,2.0,142.0,11.0,15.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,1.0,15,False,,yala,,"['flake8', 'pylint']",,2817.0,68.0,58.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,2817.0,,,,3.0,,,,,,,,,,,,,,,,,, +261,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2025-04-22 14:56:45.636000,2022-08-14 07:12:06,109.0,,19.0,4.0,28.0,15.0,146.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,1.0,14,False,,retype,conda-forge/retype,,,3103.0,4.0,,https://pypi.org/project/retype,2022-08-14 07:10:00.969,4.0,2306.0,https://anaconda.org/conda-forge/retype,2025-04-22 14:56:45.636,52664.0,3.0,,,,,,,,,,,,,,,,,, +262,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000000,2022-09-15 18:19:20,395.0,,8.0,4.0,34.0,3.0,27.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,1.0,14,True,,universal-build,,,23.0,247.0,7.0,,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,247.0,,,,3.0,,,,,,,,,,,,,,,,,, +263,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000000,2022-12-19 19:23:19,95.0,,71.0,15.0,75.0,30.0,570.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,44.0,13,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +264,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2024-09-30 19:10:21.000000,2024-07-03 11:22:04,194.0,,3.0,1.0,281.0,3.0,174.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,2.0,13,False,,freshenv,raiyanyahya/freshenv,,,164.0,2.0,2.0,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,164.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,, +265,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2023-10-01 17:28:23.000000,2019-06-27 03:42:48,285.0,,23.0,4.0,23.0,10.0,134.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,7.0,13,False,,pipenv-pipes,,,,125.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,125.0,,,,3.0,,,,,,,,,,,,,,,,,, +266,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000000,2017-11-14 21:27:52,20.0,,166.0,73.0,4.0,15.0,2566.0,,,,3.0,11.0,12,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +267,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000000,2022-12-13 04:09:02,54.0,,27.0,16.0,61.0,1.0,185.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,9.0,12,False,,linty-fresh,,"['flake8', 'mypy']",,36.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,36.0,,,,3.0,,,,,,,,,,,,,,,,,, diff --git a/latest-changes.md b/latest-changes.md index da77e0e..2566d3c 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,19 +2,19 @@ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ -- hypothesis (🥇42 · ⭐ 8.6K · 📈) - The property-based testing library for Python. MPL-2.0 -- packaging (🥈39 · ⭐ 720 · 📈) - Core utilities for Python packages. ❗Unlicensed -- tabulate (🥈37 · ⭐ 2.5K · 📈) - Pretty-print tabular data in Python, a library and a command-line.. MIT -- python-json-logger (🥈33 · ⭐ 1.8K · 💀) - Json Formatter for the standard python logger. BSD-2 -- memory_profiler (🥉27 · ⭐ 4.5K · 💀) - Monitor Memory usage of Python code. BSD-3 +- safety (🥈36 · ⭐ 2K · 📈) - Safety checks Python dependencies for known security vulnerabilities and.. MIT +- prettytable (🥈35 · ⭐ 1.6K · 📈) - Display tabular data in a visually appealing ASCII.. ❗Unlicensed +- PyHamcrest (🥉28 · ⭐ 800 · 📈) - Hamcrest matchers for Python. ❗Unlicensed +- flake8-comprehensions (🥈28 · ⭐ 470 · 📈) - A flake8 plugin to help you write better.. MIT +- Mamba Test Runner (🥉25 · ⭐ 540 · 💀) - The definitive testing tool for Python. Born under the.. MIT ## 📉 Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- safety (🥈34 · ⭐ 2K · 📉) - Safety checks Python dependencies for known security vulnerabilities and.. MIT -- prettytable (🥈32 · ⭐ 1.6K · 📉) - Display tabular data in a visually appealing ASCII.. ❗Unlicensed -- sphinx-autobuild (🥉27 · ⭐ 600 · 📉) - Watch a Sphinx directory and rebuild the.. MIT -- PyHamcrest (🥉25 · ⭐ 800 · 📉) - Hamcrest matchers for Python. ❗Unlicensed -- Mamba Test Runner (🥉22 · ⭐ 540 · 💀) - The definitive testing tool for Python. Born under the.. MIT +- parso (🥈32 · ⭐ 670 · 📉) - A Python Parser. MIT +- breathe (🥉26 · ⭐ 810 · 📉) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3 +- pep8-naming (🥉26 · ⭐ 530 · 💤) - Naming Convention checker for Python. ❗️Saxpath +- executing (🥉26 · ⭐ 390 · 💤) - Get information about what a Python frame is currently doing,.. MIT +- pycco (🥉19 · ⭐ 860 · 💀) - Literate-style documentation generator. MIT