diff --git a/README.md b/README.md
index a09136f..89b8c56 100644
--- a/README.md
+++ b/README.md
@@ -77,14 +77,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-pylint (🥇41 · ⭐ 5.5K) - Its not just a linter that annoys you!. ❗️GPL-2.0
+pylint (🥇44 · ⭐ 5.5K) - Its not just a linter that annoys you!. ❗️GPL-2.0
-- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 610 · 🔀 1.2K · 📥 240 · 📦 480K · 📋 5.8K - 17% open · ⏱️ 18.08.2025):
+- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 610 · 🔀 1.2K · 📥 250 · 📦 480K · 📋 5.8K - 17% open · ⏱️ 26.08.2025):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (📦 11K · ⏱️ 09.08.2025):
+- [PyPi](https://pypi.org/project/pylint) (📥 35M / month · 📦 11K · ⏱️ 09.08.2025):
```
pip install pylint
```
@@ -93,14 +93,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pylint
```
flake8 (🥇39 · ⭐ 3.7K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
+flake8 (🥇42 · ⭐ 3.7K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
- [GitHub](https://github.com/PyCQA/flake8) (👨💻 180 · 🔀 330 · 📦 660K · 📋 1.6K - 1% open · ⏱️ 12.08.2025):
```
git clone https://github.com/PyCQA/flake8
```
-- [PyPi](https://pypi.org/project/flake8) (📦 27K · ⏱️ 20.06.2025):
+- [PyPi](https://pypi.org/project/flake8) (📥 47M / month · 📦 27K · ⏱️ 20.06.2025):
```
pip install flake8
```
@@ -109,42 +109,42 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge flake8
```
pycodestyle (🥇33 · ⭐ 5.1K) - Simple Python style checker in one Python file. MIT
+wemake-python-styleguide (🥇38 · ⭐ 2.8K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 140 · 🔀 750 · 📋 770 - 13% open · ⏱️ 12.08.2025):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 210 · 🔀 410 · 📦 18K · 📋 1.2K - 1% open · ⏱️ 27.08.2025):
```
- git clone https://github.com/PyCQA/pycodestyle
- ```
-- [PyPi](https://pypi.org/project/pycodestyle) (📦 2.2K · ⏱️ 20.06.2025):
- ```
- pip install pycodestyle
+ git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 9.3M · ⏱️ 22.06.2025):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 220K / month · 📦 100 · ⏱️ 25.08.2025):
```
- conda install -c conda-forge pycodestyle
+ pip install wemake-python-styleguide
```
wemake-python-styleguide (🥇33 · ⭐ 2.8K) - The strictest and most opinionated python linter ever!. MIT
+pycodestyle (🥇36 · ⭐ 5.1K) - Simple Python style checker in one Python file. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 210 · 🔀 400 · 📦 18K · 📋 1.2K - 1% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 140 · 🔀 750 · 📋 770 - 13% open · ⏱️ 12.08.2025):
```
- git clone https://github.com/wemake-services/wemake-python-styleguide
+ git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📦 100 · ⏱️ 13.07.2025):
+- [PyPi](https://pypi.org/project/pycodestyle) (📥 68M / month · 📦 2.2K · ⏱️ 20.06.2025):
```
- pip install wemake-python-styleguide
+ pip install pycodestyle
+ ```
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 9.4M · ⏱️ 22.06.2025):
+ ```
+ conda install -c conda-forge pycodestyle
```
pyflakes (🥇33 · ⭐ 1.4K) - A simple program which checks Python source files for errors. MIT
+pyflakes (🥇36 · ⭐ 1.4K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 88 · 🔀 180 · 📦 320K · 📋 550 - 10% open · ⏱️ 20.06.2025):
+- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 88 · 🔀 180 · 📦 330K · 📋 550 - 10% open · ⏱️ 20.06.2025):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (📦 1.3K · ⏱️ 20.06.2025):
+- [PyPi](https://pypi.org/project/pyflakes) (📥 53M / month · 📦 1.3K · ⏱️ 20.06.2025):
```
pip install pyflakes
```
@@ -153,78 +153,78 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyflakes
```
beartype (🥈31 · ⭐ 3.2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
+beartype (🥈35 · ⭐ 3.2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
-- [GitHub](https://github.com/beartype/beartype) (👨💻 26 · 🔀 62 · 📦 7.6K · 📋 420 - 23% open · ⏱️ 21.08.2025):
+- [GitHub](https://github.com/beartype/beartype) (👨💻 26 · 🔀 63 · 📦 7.6K · 📋 420 - 23% open · ⏱️ 28.08.2025):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (📦 710 · ⏱️ 22.05.2025):
+- [PyPi](https://pypi.org/project/beartype) (📥 6.4M / month · 📦 710 · ⏱️ 22.05.2025):
```
pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (📥 410K · ⏱️ 22.05.2025):
+- [Conda](https://anaconda.org/conda-forge/beartype) (📥 420K · ⏱️ 22.05.2025):
```
conda install -c conda-forge beartype
```
parso (🥈31 · ⭐ 640) - A Python Parser. MIT
+parso (🥈35 · ⭐ 650) - A Python Parser. MIT
-- [GitHub](https://github.com/davidhalter/parso) (👨💻 50 · 🔀 110 · 📦 580K · 📋 120 - 11% open · ⏱️ 24.06.2025):
+- [GitHub](https://github.com/davidhalter/parso) (👨💻 51 · 🔀 110 · 📦 580K · 📋 120 - 10% open · ⏱️ 23.08.2025):
```
git clone https://github.com/davidhalter/parso
```
-- [PyPi](https://pypi.org/project/parso) (📦 1.1K · ⏱️ 05.04.2024):
+- [PyPi](https://pypi.org/project/parso) (📥 75M / month · 📦 1.1K · ⏱️ 23.08.2025):
```
pip install parso
```
-- [Conda](https://anaconda.org/conda-forge/parso) (📥 30M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/parso) (📥 30M · ⏱️ 23.08.2025):
```
conda install -c conda-forge parso
```
flake8-bugbear (🥈29 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+ruff (🥈31 · ⭐ 42K) - An extremely fast Python linter and code formatter, written in Rust. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 89 · 🔀 110 · 📦 41K · 📋 240 - 25% open · ⏱️ 12.08.2025):
+- [GitHub]() (🔀 1.5K):
```
- git clone https://github.com/PyCQA/flake8-bugbear
+ git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (📦 1.2K · ⏱️ 12.12.2024):
+- [PyPi](https://pypi.org/project/ruff) (📥 77M / month · 📦 18K · ⏱️ 28.08.2025):
```
- pip install flake8-bugbear
+ pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 860K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/ruff) (📥 4.5M · ⏱️ 22.08.2025):
```
- conda install -c conda-forge flake8-bugbear
+ conda install -c conda-forge ruff
```
ruff (🥈28 · ⭐ 42K) - An extremely fast Python linter and code formatter, written in Rust. MIT
+flake8-bugbear (🥈31 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-- [GitHub]() (🔀 1.5K):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 89 · 🔀 110 · 📦 41K · 📋 240 - 25% open · ⏱️ 12.08.2025):
```
- git clone https://github.com/charliermarsh/ruff
+ git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/ruff) (📦 17K · ⏱️ 14.08.2025):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 3.2M / month · 📦 1.2K · ⏱️ 12.12.2024):
```
- pip install ruff
+ pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (📥 4.5M · ⏱️ 15.08.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 860K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge ruff
+ conda install -c conda-forge flake8-bugbear
```
pylint-django (🥈26 · ⭐ 610) - Pylint plugin for improving code analysis for when.. ❗️GPL-3.0 
+pylint-django (🥈29 · ⭐ 610) - Pylint plugin for improving code analysis for when.. ❗️GPL-3.0
- [GitHub](https://github.com/pylint-dev/pylint-django) (👨💻 71 · 🔀 120 · 📥 420 · 📦 32K · 📋 240 - 27% open · ⏱️ 18.08.2025):
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (📦 120 · ⏱️ 10.10.2024):
+- [PyPi](https://pypi.org/project/pylint-django) (📥 1.6M / month · 📦 120 · ⏱️ 10.10.2024):
```
pip install pylint-django
```
@@ -233,94 +233,90 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pylint-django
```
flake8-comprehensions (🥈26 · ⭐ 470) - A flake8 plugin to help you write better.. MIT
+flake8-comprehensions (🥈28 · ⭐ 470) - A flake8 plugin to help you write better.. MIT
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 16 · 🔀 23 · 📦 29K · 📋 61 - 8% open · ⏱️ 11.08.2025):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (📦 700 · ⏱️ 27.10.2024):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.3M / month · 📦 700 · ⏱️ 27.10.2024):
```
pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 880K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 890K · ⏱️ 22.04.2025):
```
conda install -c conda-forge flake8-comprehensions
```
flake8-builtins (🥈26 · ⭐ 120 · 📈) - Check for python builtins being used as variables or.. ❗️GPL-2.0
+flake8-isort (🥈28 · ⭐ 180) - flake8 plugin that integrates isort. ❗️GPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 21 · 🔀 25 · 📦 11K · 📋 53 - 7% open · ⏱️ 17.08.2025):
+- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 40 · 🔀 190 · 📦 28K · 📋 58 - 1% open · ⏱️ 17.08.2025):
```
- git clone https://github.com/gforcada/flake8-builtins
+ git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (📦 560 · ⏱️ 17.08.2025):
+- [PyPi](https://pypi.org/project/flake8-isort) (📥 1.4M / month · 📦 580 · ⏱️ 29.01.2025):
```
- pip install flake8-builtins
+ pip install flake8-isort
```
-- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 340K · ⏱️ 18.08.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 86K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge flake8-builtins
+ conda install -c conda-forge flake8-isort
```
flake8-import-order (🥈25 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
+flake8-builtins (🥈28 · ⭐ 120) - Check for python builtins being used as variables or.. ❗️GPL-2.0
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 50 · 🔀 74 · 📥 9 · 📋 110 - 7% open · ⏱️ 12.08.2025):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 21 · 🔀 25 · 📦 11K · 📋 53 - 7% open · ⏱️ 17.08.2025):
```
- git clone https://github.com/PyCQA/flake8-import-order
+ git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (📦 650 · ⏱️ 24.06.2025):
+- [PyPi](https://pypi.org/project/flake8-builtins) (📥 960K / month · 📦 560 · ⏱️ 17.08.2025):
```
- pip install flake8-import-order
+ pip install flake8-builtins
```
-- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 310K · ⏱️ 26.06.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 350K · ⏱️ 18.08.2025):
```
- conda install -c conda-forge flake8-import-order
+ conda install -c conda-forge flake8-builtins
```
flake8-isort (🥈25 · ⭐ 180) - flake8 plugin that integrates isort. ❗️GPL-2.0
+flake8-import-order (🥉27 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
-- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 40 · 🔀 190 · 📦 28K · 📋 58 - 1% open · ⏱️ 17.08.2025):
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 50 · 🔀 74 · 📥 9 · 📋 110 - 7% open · ⏱️ 12.08.2025):
```
- git clone https://github.com/gforcada/flake8-isort
+ git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/flake8-isort) (📦 580 · ⏱️ 29.01.2025):
+- [PyPi](https://pypi.org/project/flake8-import-order) (📥 960K / month · 📦 650 · ⏱️ 24.06.2025):
```
- pip install flake8-isort
+ pip install flake8-import-order
```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 86K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 320K · ⏱️ 26.06.2025):
```
- conda install -c conda-forge flake8-isort
+ conda install -c conda-forge flake8-import-order
```
check-manifest (🥉23 · ⭐ 290 · 💤) - Tool to check the completeness of MANIFEST.in for Python.. MIT
+hacking (🥉27 · ⭐ 240 · 💤) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-- [GitHub](https://github.com/mgedmin/check-manifest) (👨💻 22 · 🔀 38 · 📦 12K · 📋 100 - 23% open · ⏱️ 20.01.2025):
+- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 66 · 📦 7.8K · ⏱️ 19.12.2024):
```
- git clone https://github.com/mgedmin/check-manifest
- ```
-- [PyPi](https://pypi.org/project/check-manifest) (📦 4.6K · ⏱️ 09.10.2024):
- ```
- pip install check-manifest
+ git clone https://github.com/openstack/hacking
```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 160K · ⏱️ 22.04.2025):
+- [PyPi](https://pypi.org/project/hacking) (📥 100K / month · 📦 93 · ⏱️ 16.08.2024):
```
- conda install -c conda-forge check-manifest
+ pip install hacking
```
flake8-eradicate (🥉22 · ⭐ 310 · 💤) - Flake8 plugin to find commented out or dead code. MIT
+flake8-eradicate (🥉26 · ⭐ 320 · 💤) - Flake8 plugin to find commented out or dead code. MIT
- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨💻 17 · 🔀 13 · 📦 20K · 📋 40 - 20% open · ⏱️ 31.12.2024):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (📦 170 · ⏱️ 31.05.2023):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 770K / month · 📦 170 · ⏱️ 31.05.2023):
```
pip install flake8-eradicate
```
@@ -329,42 +325,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge flake8-eradicate
```
hacking (🥉22 · ⭐ 240 · 💤) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-
-- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 66 · 📦 7.8K · ⏱️ 19.12.2024):
-
- ```
- git clone https://github.com/openstack/hacking
- ```
-- [PyPi](https://pypi.org/project/hacking) (📦 93 · ⏱️ 16.08.2024):
- ```
- pip install hacking
- ```
-flake8-black (🥉22 · ⭐ 170) - flake8 plugin to run black for checking Python coding style. MIT
+check-manifest (🥉26 · ⭐ 290 · 💤) - Tool to check the completeness of MANIFEST.in for Python.. MIT
-- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 11 · 📦 8.6K · 📋 29 - 10% open · ⏱️ 08.07.2025):
+- [GitHub](https://github.com/mgedmin/check-manifest) (👨💻 22 · 🔀 38 · 📦 12K · 📋 100 - 23% open · ⏱️ 20.01.2025):
```
- git clone https://github.com/peterjc/flake8-black
+ git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/flake8-black) (📦 490 · ⏱️ 20.12.2022):
+- [PyPi](https://pypi.org/project/check-manifest) (📥 770K / month · 📦 4.6K · ⏱️ 09.10.2024):
```
- pip install flake8-black
+ pip install check-manifest
```
-- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 480K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 160K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge flake8-black
+ conda install -c conda-forge check-manifest
```
mypy-protobuf (🥉21 · ⭐ 680 · 💤) - open source tools to generate mypy stubs from protobufs. Apache-2
+mypy-protobuf (🥉25 · ⭐ 690 · 💤) - open source tools to generate mypy stubs from protobufs. Apache-2
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 39 · 🔀 82 · 📋 140 - 17% open · ⏱️ 22.11.2024):
```
git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (📦 190 · ⏱️ 01.04.2024):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 6.6M / month · 📦 190 · ⏱️ 01.04.2024):
```
pip install mypy-protobuf
```
@@ -373,26 +357,42 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mypy-protobuf
```
nitpick (🥉20 · ⭐ 400) - Enforce the same settings on multiple projects. MIT
+nitpick (🥉25 · ⭐ 400) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 16 · 🔀 25 · 📥 12 · 📦 1.4K · 📋 130 - 38% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 16 · 🔀 25 · 📥 12 · 📦 1.4K · 📋 130 - 38% open · ⏱️ 26.08.2025):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (📦 26 · ⏱️ 31.12.2023):
+- [PyPi](https://pypi.org/project/nitpick) (📥 16K / month · 📦 26 · ⏱️ 31.12.2023):
```
pip install nitpick
```
flake8-simplify (🥉19 · ⭐ 190) - A flake8 plugin that helps you to simplify code. MIT
+flake8-black (🥉25 · ⭐ 170) - flake8 plugin to run black for checking Python coding style. MIT
+
+- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 11 · 📦 8.6K · 📋 29 - 10% open · ⏱️ 08.07.2025):
+
+ ```
+ git clone https://github.com/peterjc/flake8-black
+ ```
+- [PyPi](https://pypi.org/project/flake8-black) (📥 700K / month · 📦 490 · ⏱️ 20.12.2022):
+ ```
+ pip install flake8-black
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 480K · ⏱️ 22.04.2025):
+ ```
+ conda install -c conda-forge flake8-black
+ ```
+flake8-simplify (🥉22 · ⭐ 200) - A flake8 plugin that helps you to simplify code. MIT
- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 16 · 🔀 22 · 📋 130 - 43% open · ⏱️ 01.06.2025):
```
git clone https://github.com/MartinThoma/flake8-simplify
```
-- [PyPi](https://pypi.org/project/flake8-simplify) (📦 110 · ⏱️ 01.06.2025):
+- [PyPi](https://pypi.org/project/flake8-simplify) (📥 330K / month · 📦 110 · ⏱️ 01.06.2025):
```
pip install flake8-simplify
```
@@ -403,24 +403,24 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 19 hidden projects...
-- pydocstyle (🥈29 · ⭐ 1.1K · 💀) - docstring style checker. MIT
-- pep8-naming (🥈26 · ⭐ 520) - Naming Convention checker for Python. ❗️Saxpath
-- darglint (🥈25 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
-- flake8-quotes (🥈25 · ⭐ 180 · 💀) - Flake8 extension for checking quotes in python. MIT ❗️AGPL-3.0
-- data-science-types (🥉22 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
-- pylama (🥉21 · ⭐ 1.1K · 💀) - Code audit tool for python. MIT
-- flake8-commas (🥉20 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python. MIT ❗Unlicensed
-- pandas-vet (🥉19 · ⭐ 170 · 💀) - A plugin for Flake8 that checks pandas code. MIT MIT MIT
+- pep8-naming (🥈29 · ⭐ 520) - Naming Convention checker for Python. ❗️Saxpath
+- 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 MIT
+- flake8-commas (🥉25 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python. MIT ❗Unlicensed
+- data-science-types (🥉24 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+- pandas-vet (🥉21 · ⭐ 170 · 💀) - A plugin for Flake8 that checks pandas code. MIT MIT MIT MIT ❗️GPL-2.0 MIT
+- bellybutton (🥉17 · ⭐ 280 · 💀) - Custom Python linting through AST expressions. MIT
- imhotep (🥉16 · ⭐ 220 · 💀) - A static-analysis bot for Github. MIT
-- pylint-flask (🥉16 · ⭐ 64 · 💀) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0 MIT MIT
-- flakehell (🥉14 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT MIT
-- yala (🥉12 · ⭐ 16 · 💀) - Yet Another Linter Aggregator. MIT MIT Apache-2 mypy
@@ -429,25 +429,25 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-mypy (🥇46 · ⭐ 20K) - Optional static typing for Python. MIT
+mypy (🥇49 · ⭐ 20K) - Optional static typing for Python. MIT
-- [GitHub](https://github.com/python/mypy) (👨💻 810 · 🔀 3K · 📦 320K · 📋 12K - 25% open · ⏱️ 21.08.2025):
+- [GitHub](https://github.com/python/mypy) (👨💻 810 · 🔀 3K · 📦 320K · 📋 12K - 25% open · ⏱️ 28.08.2025):
```
git clone https://github.com/python/mypy
```
-- [PyPi](https://pypi.org/project/mypy) (📦 26K · ⏱️ 31.07.2025):
+- [PyPi](https://pypi.org/project/mypy) (📥 68M / month · 📦 26K · ⏱️ 31.07.2025):
```
pip install mypy
```
-- [Conda](https://anaconda.org/conda-forge/mypy) (📥 5.8M · ⏱️ 31.07.2025):
+- [Conda](https://anaconda.org/conda-forge/mypy) (📥 5.8M · ⏱️ 27.08.2025):
```
conda install -c conda-forge mypy
```
pyright (🥈39 · ⭐ 15K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (👨💻 120 · 🔀 1.7K · 📥 5.3K · 📦 1.4K · 📋 7.1K - 1% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/microsoft/pyright) (👨💻 120 · 🔀 1.7K · 📥 5.3K · 📦 1.4K · 📋 7.2K - 1% open · ⏱️ 25.08.2025):
```
git clone https://github.com/Microsoft/pyright
@@ -457,37 +457,37 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
npm install pyright
```
pytype (🥉31 · ⭐ 5K) - A static type analyzer for Python code. Apache-2
+pyre-check (🥉33 · ⭐ 7.1K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/google/pytype) (👨💻 110 · 🔀 290 · 📦 4K · 📋 950 - 21% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/facebook/pyre-check) (👨💻 290 · 🔀 450 · 📦 21 · 📋 460 - 32% open · ⏱️ 28.08.2025):
```
- git clone https://github.com/google/pytype
- ```
-- [PyPi](https://pypi.org/project/pytype) (📦 230 · ⏱️ 11.10.2024):
- ```
- pip install pytype
+ git clone https://github.com/facebook/pyre-check
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (📥 560K · ⏱️ 22.04.2025):
+- [PyPi](https://pypi.org/project/pyre-check) (📥 170K / month · 📦 87 · ⏱️ 07.07.2025):
```
- conda install -c conda-forge pytype
+ pip install pyre-check
```
pyre-check (🥉28 · ⭐ 7.1K) - Performant type-checking for python. MIT
+pytype (🥉31 · ⭐ 5K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/facebook/pyre-check) (👨💻 290 · 🔀 450 · 📦 21 · 📋 460 - 32% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/google/pytype) (👨💻 110 · 🔀 290 · 📦 4.1K · 📋 950 - 21% open · ⏱️ 20.08.2025):
```
- git clone https://github.com/facebook/pyre-check
+ git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pyre-check) (📦 87 · ⏱️ 07.07.2025):
+- [PyPi](https://pypi.org/project/pytype) (📥 430K / month · 📦 230 · ⏱️ 11.10.2024):
```
- pip install pyre-check
+ pip install pytype
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytype) (📥 560K · ⏱️ 22.04.2025):
+ ```
+ conda install -c conda-forge pytype
```
Show 1 hidden projects...
-- typeguard (🥉29 · ⭐ 1.7K) - Run-time type checker for Python. ❗Unlicensed
+- typeguard (🥉33 · ⭐ 1.7K) - Run-time type checker for Python. ❗Unlicensed
@@ -495,14 +495,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-black (🥇41 · ⭐ 41K) - The uncompromising Python code formatter. MIT
+black (🥇44 · ⭐ 41K) - The uncompromising Python code formatter. MIT
- [GitHub](https://github.com/psf/black) (👨💻 470 · 🔀 2.6K · 📥 130K · 📦 640K · 📋 2.8K - 13% open · ⏱️ 19.08.2025):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (📦 37K · ⏱️ 29.01.2025):
+- [PyPi](https://pypi.org/project/black) (📥 78M / month · 📦 37K · ⏱️ 29.01.2025):
```
pip install black
```
@@ -511,14 +511,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge black
```
isort (🥈37 · ⭐ 6.8K) - A Python utility / library to sort imports. MIT
+isort (🥈40 · ⭐ 6.8K) - A Python utility / library to sort imports. MIT
- [GitHub](https://github.com/PyCQA/isort) (👨💻 320 · 🔀 600 · 📦 560K · 📋 1.3K - 17% open · ⏱️ 19.06.2025):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (📦 15K · ⏱️ 26.02.2025):
+- [PyPi](https://pypi.org/project/isort) (📥 69M / month · 📦 15K · ⏱️ 26.02.2025):
```
pip install isort
```
@@ -527,14 +527,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge isort
```
yapf (🥈36 · ⭐ 14K) - A formatter for Python files. Apache-2
+yapf (🥈39 · ⭐ 14K) - A formatter for Python files. Apache-2
- [GitHub](https://github.com/google/yapf) (👨💻 160 · 🔀 900 · 📦 110K · 📋 880 - 47% open · ⏱️ 10.02.2025):
```
git clone https://github.com/google/yapf
```
-- [PyPi](https://pypi.org/project/yapf) (📦 1.3K · ⏱️ 14.11.2024):
+- [PyPi](https://pypi.org/project/yapf) (📥 9.8M / month · 📦 1.3K · ⏱️ 14.11.2024):
```
pip install yapf
```
@@ -543,14 +543,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge yapf
```
autopep8 (🥉33 · ⭐ 4.6K · 💤) - A tool that automatically formats Python code to conform to the PEP.. MIT
+autopep8 (🥉36 · ⭐ 4.6K · 💤) - A tool that automatically formats Python code to conform to the PEP.. MIT
- [GitHub](https://github.com/hhatto/autopep8) (👨💻 64 · 🔀 290 · 📦 230K · 📋 520 - 24% open · ⏱️ 14.01.2025):
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (📦 1.7K · ⏱️ 14.01.2025):
+- [PyPi](https://pypi.org/project/autopep8) (📥 7M / month · 📦 1.7K · ⏱️ 14.01.2025):
```
pip install autopep8
```
@@ -559,14 +559,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge autopep8
```
docformatter (🥉27 · ⭐ 570) - Formats docstrings to follow PEP 257. MIT
+docformatter (🥉30 · ⭐ 570) - Formats docstrings to follow PEP 257. MIT
- [GitHub](https://github.com/PyCQA/docformatter) (👨💻 39 · 🔀 81 · 📥 50 · 📦 4.3K · 📋 170 - 11% open · ⏱️ 14.08.2025):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (📦 300 · ⏱️ 11.05.2025):
+- [PyPi](https://pypi.org/project/docformatter) (📥 1.3M / month · 📦 300 · ⏱️ 11.05.2025):
```
pip install docformatter
```
@@ -575,21 +575,21 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge docformatter
```
autoimport (🥉14 · ⭐ 99 · 💤) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
+autoimport (🥉17 · ⭐ 98 · 💤) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
- [GitHub](https://github.com/lyz-code/autoimport) (👨💻 18 · 🔀 24 · 📋 49 - 30% open · ⏱️ 01.10.2024):
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (📦 14 · ⏱️ 01.10.2024):
+- [PyPi](https://pypi.org/project/autoimport) (📥 18K / month · 📦 14 · ⏱️ 01.10.2024):
```
pip install autoimport
```
Show 1 hidden projects...
-- pyformat (🥉15 · ⭐ 94 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath
+- pyformat (🥉18 · ⭐ 94 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath
@@ -597,30 +597,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-jedi (🥇39 · ⭐ 6K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
+jedi (🥇41 · ⭐ 6K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
- [GitHub](https://github.com/davidhalter/jedi) (👨💻 180 · 🔀 520 · 📦 580K · 📋 1.4K - 5% open · ⏱️ 24.06.2025):
```
git clone https://github.com/davidhalter/jedi
```
-- [PyPi](https://pypi.org/project/jedi) (📦 1.2K · ⏱️ 11.11.2024):
+- [PyPi](https://pypi.org/project/jedi) (📥 76M / month · 📦 1.2K · ⏱️ 11.11.2024):
```
pip install jedi
```
-- [Conda](https://anaconda.org/conda-forge/jedi) (📥 32M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/jedi) (📥 33M · ⏱️ 22.04.2025):
```
conda install -c conda-forge jedi
```
rope (🥇34 · ⭐ 2.1K) - a python refactoring library. ❗️LGPL-3.0
+rope (🥇36 · ⭐ 2.1K) - a python refactoring library. ❗️LGPL-3.0
- [GitHub](https://github.com/python-rope/rope) (👨💻 82 · 🔀 170 · 📥 42 · 📦 79K · 📋 380 - 30% open · ⏱️ 12.07.2025):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (📦 320 · ⏱️ 12.07.2025):
+- [PyPi](https://pypi.org/project/rope) (📥 1.5M / month · 📦 320 · ⏱️ 12.07.2025):
```
pip install rope
```
@@ -629,14 +629,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge rope
```
pyupgrade (🥈31 · ⭐ 3.9K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+pyupgrade (🥈33 · ⭐ 3.9K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 36 · 🔀 200 · 📋 470 - 4% open · ⏱️ 13.08.2025):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (📦 520 · ⏱️ 23.05.2025):
+- [PyPi](https://pypi.org/project/pyupgrade) (📥 1.1M / month · 📦 520 · ⏱️ 23.05.2025):
```
pip install pyupgrade
```
@@ -645,14 +645,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyupgrade
```
vulture (🥈27 · ⭐ 4K) - Find dead Python code. MIT
+vulture (🥈30 · ⭐ 4K) - Find dead Python code. MIT
- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 46 · 🔀 170 · 📦 5.8K · 📋 230 - 17% open · ⏱️ 04.06.2025):
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (📦 200 · ⏱️ 08.12.2024):
+- [PyPi](https://pypi.org/project/vulture) (📥 2.2M / month · 📦 200 · ⏱️ 08.12.2024):
```
pip install vulture
```
@@ -661,14 +661,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge vulture
```
autoflake (🥈25 · ⭐ 940) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (🥈27 · ⭐ 940) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 39 · 🔀 82 · 📋 120 - 34% open · ⏱️ 08.05.2025):
+- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 39 · 🔀 82 · 📋 120 - 34% open · ⏱️ 25.08.2025):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (📦 1K · ⏱️ 13.03.2024):
+- [PyPi](https://pypi.org/project/autoflake) (📥 3.9M / month · 📦 1K · ⏱️ 13.03.2024):
```
pip install autoflake
```
@@ -677,69 +677,69 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge autoflake
```
MonkeyType (🥈24 · ⭐ 4.9K) - A Python library that generates static type annotations by.. BSD-3
+MonkeyType (🥈26 · ⭐ 4.9K) - A Python library that generates static type annotations by.. BSD-3
- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 51 · 🔀 180 · 📋 200 - 30% open · ⏱️ 14.06.2025):
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (📦 23 · ⏱️ 20.03.2023):
+- [PyPi](https://pypi.org/project/monkeytype) (📥 190K / month · 📦 23 · ⏱️ 20.03.2023):
```
pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/monkeytype) (📥 88K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (📥 90K · ⏱️ 22.04.2025):
```
conda install -c conda-forge monkeytype
```
add-trailing-comma (🥉19 · ⭐ 370) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+add-trailing-comma (🥉24 · ⭐ 360) - A tool (and pre-commit hook) to automatically add trailing.. MIT
- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 29 · ⏱️ 13.08.2025):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (📦 39 · ⏱️ 23.05.2025):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 100K / month · 📦 39 · ⏱️ 23.05.2025):
```
pip install add-trailing-comma
```
unimport (🥉17 · ⭐ 240) - The ultimate linter and formatter for removing unused import statements.. MIT
+unimport (🥉21 · ⭐ 240) - The ultimate linter and formatter for removing unused import statements.. MIT
- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 16 · 🔀 22 · 📦 150 · 📋 120 - 9% open · ⏱️ 01.08.2025):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (📦 16 · ⏱️ 24.12.2023):
+- [PyPi](https://pypi.org/project/unimport) (📥 35K / month · 📦 16 · ⏱️ 24.12.2023):
```
pip install unimport
```
com2ann (🥉15 · ⭐ 150) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (🥉19 · ⭐ 150) - Tool for translation type comments to type annotations in Python. MIT
- [GitHub](https://github.com/ilevkivskyi/com2ann) (👨💻 8 · 🔀 13 · 📦 96 · 📋 33 - 30% open · ⏱️ 02.06.2025):
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (📦 2 · ⏱️ 21.08.2021):
+- [PyPi](https://pypi.org/project/com2ann) (📥 33K / month · 📦 2 · ⏱️ 21.08.2021):
```
pip install com2ann
```
Show 9 hidden projects...
-- Bowler (🥈21 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python. MIT
-- eradicate (🥈21 · ⭐ 220) - Removes commented-out code from Python files. ❗️Saxpath
-- redbaron (🥉20 · ⭐ 710 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
-- baron (🥉19 · ⭐ 300 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
-- pyannotate (🥉18 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
-- unify (🥉16 · ⭐ 97 · 💀) - Modifies strings to all use the same quote where possible. MIT
-- pep8ify (🥉14 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
-- retype (🥉13 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT
-- massedit (🥉13 · ⭐ 110 · 💀) - Programmatically edit text files with Python. Useful for source to.. MIT
+- redbaron (🥈25 · ⭐ 720 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
+- eradicate (🥈25 · ⭐ 210) - Removes commented-out code from Python files. ❗️Saxpath
+- Bowler (🥉24 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python. MIT
+- baron (🥉24 · ⭐ 300 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
+- pyannotate (🥉22 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
+- unify (🥉20 · ⭐ 96 · 💀) - Modifies strings to all use the same quote where possible. MIT
+- massedit (🥉17 · ⭐ 110 · 💀) - Programmatically edit text files with Python. Useful for source to.. MIT
+- pep8ify (🥉15 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
+- retype (🥉14 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -747,14 +747,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-bandit (🥇35 · ⭐ 7.3K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
+bandit (🥇38 · ⭐ 7.3K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (👨💻 190 · 🔀 680 · 📥 880 · 📦 58K · 📋 710 - 28% open · ⏱️ 11.08.2025):
+- [GitHub](https://github.com/PyCQA/bandit) (👨💻 190 · 🔀 680 · 📥 880 · 📦 58K · 📋 710 - 28% open · ⏱️ 25.08.2025):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (📦 1.8K · ⏱️ 06.07.2025):
+- [PyPi](https://pypi.org/project/bandit) (📥 9.6M / month · 📦 1.8K · ⏱️ 06.07.2025):
```
pip install bandit
```
@@ -763,14 +763,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge bandit
```
safety (🥈33 · ⭐ 1.9K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+safety (🥈36 · ⭐ 1.9K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/pyupio/safety) (👨💻 52 · 🔀 160 · 📥 860K · 📦 18K · 📋 250 - 13% open · ⏱️ 11.07.2025):
+- [GitHub](https://github.com/pyupio/safety) (👨💻 52 · 🔀 160 · 📥 860K · 📦 18K · 📋 250 - 12% open · ⏱️ 25.08.2025):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (📦 700 · ⏱️ 09.07.2025):
+- [PyPi](https://pypi.org/project/safety) (📥 3.8M / month · 📦 730 · ⏱️ 25.08.2025):
```
pip install safety
```
@@ -779,38 +779,38 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge safety
```
sqlmap (🥈30 · ⭐ 35K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
+sqlmap (🥈34 · ⭐ 35K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨💻 150 · 🔀 6K · 📦 21 · 📋 5.4K - 1% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨💻 150 · 🔀 6K · 📦 21 · 📋 5.4K - 1% open · ⏱️ 24.08.2025):
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (📦 12 · ⏱️ 05.08.2025):
+- [PyPi](https://pypi.org/project/sqlmap) (📥 14K / month · 📦 12 · ⏱️ 05.08.2025):
```
pip install sqlmap
```
detect-secrets (🥉23 · ⭐ 4.2K · 💤) - An enterprise friendly way of detecting and preventing.. Apache-2
+detect-secrets (🥉29 · ⭐ 4.2K · 💤) - An enterprise friendly way of detecting and preventing.. Apache-2
- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 85 · 🔀 510 · 📋 370 - 33% open · ⏱️ 06.01.2025):
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (📦 95 · ⏱️ 06.05.2024):
+- [PyPi](https://pypi.org/project/detect-secrets) (📥 1.4M / month · 📦 95 · ⏱️ 06.05.2024):
```
pip install detect-secrets
```
dlint (🥉17 · ⭐ 170 · 💤) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
+dlint (🥉20 · ⭐ 170 · 💤) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (👨💻 16 · 🔀 16 · 📋 47 - 51% open · ⏱️ 31.10.2024):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (📦 93 · ⏱️ 31.10.2024):
+- [PyPi](https://pypi.org/project/dlint) (📥 100K / month · 📦 93 · ⏱️ 31.10.2024):
```
pip install dlint
```
@@ -821,9 +821,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 3 hidden projects...
-- pyarmor (🥉27 · ⭐ 4.5K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
-- dodgy (🥉18 · ⭐ 120 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT
-- pyt (🥉16 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
+- pyarmor (🥉32 · ⭐ 4.5K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
+- dodgy (🥉21 · ⭐ 120 · 💀) - 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
@@ -831,14 +831,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-pipenv (🥇40 · ⭐ 25K · 📉) - Python Development Workflow for Humans. MIT
+pipenv (🥇45 · ⭐ 25K) - Python Development Workflow for Humans. MIT
- [GitHub](https://github.com/pypa/pipenv) (👨💻 530 · 🔀 1.9K · 📦 170K · 📋 4.3K - 5% open · ⏱️ 07.07.2025):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (📦 250 · ⏱️ 07.07.2025):
+- [PyPi](https://pypi.org/project/pipenv) (📥 26M / month · 📦 250 · ⏱️ 07.07.2025):
```
pip install pipenv
```
@@ -847,48 +847,48 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pipenv
```
virtualenv (🥇40 · ⭐ 5K) - Virtual Python Environment builder. MIT
+virtualenv (🥈44 · ⭐ 5K) - Virtual Python Environment builder. MIT
- [GitHub](https://github.com/pypa/virtualenv) (👨💻 300 · 🔀 1.1K · 📦 490K · 📋 1.4K - 1% open · ⏱️ 18.08.2025):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (📦 1.9K · ⏱️ 13.08.2025):
+- [PyPi](https://pypi.org/project/virtualenv) (📥 260M / month · 📦 1.9K · ⏱️ 13.08.2025):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 14M · ⏱️ 13.08.2025):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 15M · ⏱️ 13.08.2025):
```
conda install -c conda-forge virtualenv
```
nodeenv (🥈31 · ⭐ 1.7K · 💤) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
+pyenv (🥈34 · ⭐ 43K) - Simple Python version management. MIT
-- [GitHub](https://github.com/ekalinin/nodeenv) (👨💻 100 · 🔀 220 · 📦 120K · 📋 210 - 30% open · ⏱️ 25.08.2024):
+- [GitHub](https://github.com/pyenv/pyenv) (👨💻 460 · 🔀 3.2K · 📦 21 · 📋 1.9K - 4% open · ⏱️ 28.08.2025):
```
- git clone https://github.com/ekalinin/nodeenv
- ```
-- [PyPi](https://pypi.org/project/nodeenv) (📦 250 · ⏱️ 04.06.2024):
- ```
- pip install nodeenv
+ git clone https://github.com/pyenv/pyenv
```
-- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 6.5M · ⏱️ 22.04.2025):
+- [PyPi](https://pypi.org/project/pyenv) (📥 11K / month · ⏱️ 12.01.2019):
```
- conda install -c conda-forge nodeenv
+ pip install pyenv
```
pyenv (🥈30 · ⭐ 43K) - Simple Python version management. MIT
+nodeenv (🥈34 · ⭐ 1.7K · 💤) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
-- [GitHub](https://github.com/pyenv/pyenv) (👨💻 460 · 🔀 3.2K · 📦 21 · 📋 1.9K - 4% open · ⏱️ 16.08.2025):
+- [GitHub](https://github.com/ekalinin/nodeenv) (👨💻 100 · 🔀 220 · 📦 120K · 📋 210 - 30% open · ⏱️ 25.08.2024):
```
- git clone https://github.com/pyenv/pyenv
+ git clone https://github.com/ekalinin/nodeenv
```
-- [PyPi](https://pypi.org/project/pyenv) (⏱️ 12.01.2019):
+- [PyPi](https://pypi.org/project/nodeenv) (📥 68M / month · 📦 250 · ⏱️ 04.06.2024):
```
- pip install pyenv
+ pip install nodeenv
+ ```
+- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 6.6M · ⏱️ 22.04.2025):
+ ```
+ conda install -c conda-forge nodeenv
```
pyenv-virtualenv (🥉21 · ⭐ 6.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
@@ -909,10 +909,10 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 4 hidden projects...
+- vex (🥉18 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
- dh-virtualenv (🥉16 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages. ❗️GPL-2.0
-- vex (🥉16 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
-- pipenv-pipes (🥉12 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
-- freshenv (🥉11 · ⭐ 170 · 💀) - Provision, share, manage local and cloud developer environments. MPL-2.0
+- pipenv-pipes (🥉13 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
+- freshenv (🥉12 · ⭐ 170 · 💀) - Provision, share, manage local and cloud developer environments. MPL-2.0
@@ -920,14 +920,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-pip (🥇44 · ⭐ 9.9K) - The Python package installer. MIT
+pip (🥇47 · ⭐ 9.9K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (👨💻 840 · 🔀 3.1K · 📦 240K · 📋 7.7K - 13% open · ⏱️ 13.08.2025):
+- [GitHub](https://github.com/pypa/pip) (👨💻 840 · 🔀 3.1K · 📦 240K · 📋 7.7K - 14% open · ⏱️ 25.08.2025):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (📦 5.3K · ⏱️ 30.07.2025):
+- [PyPi](https://pypi.org/project/pip) (📥 450M / month · 📦 5.3K · ⏱️ 30.07.2025):
```
pip install pip
```
@@ -936,14 +936,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pip
```
conda (🥇43 · ⭐ 7K) - A system-level, binary package and environment manager running on all major.. BSD-3
+conda (🥇43 · ⭐ 7.1K) - A system-level, binary package and environment manager running on all.. BSD-3
-- [GitHub](https://github.com/conda/conda) (👨💻 470 · 🔀 1.9K · 📥 28K · 📦 52K · 📋 10K - 6% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/conda/conda) (👨💻 470 · 🔀 1.9K · 📥 28K · 📦 52K · 📋 10K - 6% open · ⏱️ 26.08.2025):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (📦 83 · ⏱️ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (📥 14K / month · 📦 83 · ⏱️ 22.04.2017):
```
pip install conda
```
@@ -952,62 +952,62 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge conda
```
poetry (🥈37 · ⭐ 34K) - Python packaging and dependency management made easy. MIT
+poetry (🥈40 · ⭐ 34K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (👨💻 610 · 🔀 2.4K · 📥 16M · 📋 6.3K - 9% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/python-poetry/poetry) (👨💻 610 · 🔀 2.4K · 📥 16M · 📋 6.3K - 9% open · ⏱️ 27.08.2025):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (📦 850 · ⏱️ 05.08.2025):
+- [PyPi](https://pypi.org/project/poetry) (📥 70M / month · 📦 850 · ⏱️ 05.08.2025):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (📥 4.5M · ⏱️ 05.08.2025):
+- [Conda](https://anaconda.org/conda-forge/poetry) (📥 4.9M · ⏱️ 05.08.2025):
```
conda install -c conda-forge poetry
```
PDM (🥈35 · ⭐ 8.5K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
+pip-tools (🥈39 · ⭐ 7.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/pdm-project/pdm) (👨💻 230 · 🔀 450 · 📥 670 · 📦 500 · 📋 1.9K - 2% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 220 · 🔀 630 · 📦 36K · 📋 1.1K - 18% open · ⏱️ 13.08.2025):
```
- git clone https://github.com/pdm-project/pdm
+ git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pdm) (📦 200 · ⏱️ 14.08.2025):
+- [PyPi](https://pypi.org/project/pip-tools) (📥 19M / month · 📦 2.7K · ⏱️ 31.07.2025):
```
- pip install pdm
+ pip install pip-tools
```
-- [Conda](https://anaconda.org/conda-forge/pdm) (📥 1.5M · ⏱️ 30.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 260K · ⏱️ 31.07.2025):
```
- conda install -c conda-forge pdm
+ conda install -c conda-forge pip-tools
```
pip-tools (🥈35 · ⭐ 7.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+PDM (🥈38 · ⭐ 8.5K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 220 · 🔀 630 · 📦 36K · 📋 1.1K - 18% open · ⏱️ 13.08.2025):
+- [GitHub](https://github.com/pdm-project/pdm) (👨💻 230 · 🔀 450 · 📥 710 · 📦 510 · 📋 1.9K - 2% open · ⏱️ 27.08.2025):
```
- git clone https://github.com/jazzband/pip-tools
+ git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pip-tools) (📦 2.7K · ⏱️ 31.07.2025):
+- [PyPi](https://pypi.org/project/pdm) (📥 6.7M / month · 📦 200 · ⏱️ 22.08.2025):
```
- pip install pip-tools
+ pip install pdm
```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 250K · ⏱️ 31.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pdm) (📥 1.5M · ⏱️ 30.07.2025):
```
- conda install -c conda-forge pip-tools
+ conda install -c conda-forge pdm
```
pipx (🥉31 · ⭐ 12K · 📉) - Install and Run Python Applications in Isolated Environments. MIT
+pipx (🥉34 · ⭐ 12K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (👨💻 160 · 🔀 470 · 📥 550K · 📦 4.5K · 📋 850 - 16% open · ⏱️ 10.08.2025):
+- [GitHub](https://github.com/pypa/pipx) (👨💻 160 · 🔀 470 · 📥 560K · 📦 4.5K · 📋 850 - 16% open · ⏱️ 10.08.2025):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (📦 58 · ⏱️ 23.08.2024):
+- [PyPi](https://pypi.org/project/pipx) (📥 10M / month · 📦 58 · ⏱️ 23.08.2024):
```
pip install pipx
```
@@ -1018,48 +1018,48 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mamba (🥉31 · ⭐ 7.6K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (👨💻 170 · 🔀 400 · 📋 2K - 22% open · ⏱️ 12.08.2025):
+- [GitHub](https://github.com/mamba-org/mamba) (👨💻 170 · 🔀 400 · 📋 2K - 22% open · ⏱️ 26.08.2025):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (📥 19M · ⏱️ 29.07.2025):
+- [Conda](https://anaconda.org/conda-forge/mamba) (📥 19M · ⏱️ 26.08.2025):
```
conda install -c conda-forge mamba
```
pipreqs (🥉27 · ⭐ 7.3K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+pipreqs (🥉31 · ⭐ 7.3K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (👨💻 74 · 🔀 420 · 📦 40K · 📋 330 - 65% open · ⏱️ 30.06.2025):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (📦 310 · ⏱️ 18.02.2024):
+- [PyPi](https://pypi.org/project/pipreqs) (📥 1.1M / month · 📦 310 · ⏱️ 18.02.2024):
```
pip install pipreqs
```
-- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 65K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 67K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pipreqs
```
pyflow (🥉21 · ⭐ 1.3K) - An installation and dependency system for Python. MIT
+pyflow (🥉22 · ⭐ 1.3K) - An installation and dependency system for Python. MIT
- [GitHub](https://github.com/David-OConnor/pyflow) (👨💻 29 · 🔀 48 · 📥 8.6K · 📦 42 · 📋 140 - 47% open · ⏱️ 06.07.2025):
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (📦 1 · ⏱️ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (📥 370 / month · 📦 1 · ⏱️ 02.07.2021):
```
pip install pyflow
```
Show 2 hidden projects...
-- dephell (🥉23 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. MIT
-- pip-run (🥉16 · ⭐ 140) - pip-run - dynamic dependency loader for Python. ❗Unlicensed
+- dephell (🥉26 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. MIT
+- pip-run (🥉19 · ⭐ 140) - pip-run - dynamic dependency loader for Python. ❗Unlicensed
@@ -1067,14 +1067,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-prospector (🥇31 · ⭐ 2K) - Inspects Python source files and provides information about type.. ❗️GPL-2.0
+prospector (🥇34 · ⭐ 2K) - Inspects Python source files and provides information about type.. ❗️GPL-2.0
-- [GitHub](https://github.com/prospector-dev/prospector) (👨💻 98 · 🔀 180 · 📦 5.2K · 📋 400 - 8% open · ⏱️ 18.08.2025):
+- [GitHub](https://github.com/prospector-dev/prospector) (👨💻 98 · 🔀 180 · 📦 5.2K · 📋 400 - 8% open · ⏱️ 25.08.2025):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (📦 290 · ⏱️ 13.08.2025):
+- [PyPi](https://pypi.org/project/prospector) (📥 560K / month · 📦 290 · ⏱️ 13.08.2025):
```
pip install prospector
```
@@ -1083,14 +1083,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge prospector
```
mccabe (🥈28 · ⭐ 660 · 💀) - McCabe complexity checker for Python. ❗️Saxpath
+mccabe (🥈31 · ⭐ 660 · 💀) - McCabe complexity checker for Python. ❗️Saxpath
- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 24 · 🔀 62 · 📦 510K · 📋 54 - 16% open · ⏱️ 03.12.2023):
```
git clone https://github.com/PyCQA/mccabe
```
-- [PyPi](https://pypi.org/project/mccabe) (📦 930 · ⏱️ 24.01.2022):
+- [PyPi](https://pypi.org/project/mccabe) (📥 71M / month · 📦 930 · ⏱️ 24.01.2022):
```
pip install mccabe
```
@@ -1099,14 +1099,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mccabe
```
radon (🥈26 · ⭐ 1.9K · 💤) - Various code metrics for Python code. MIT
+radon (🥈29 · ⭐ 1.9K · 💤) - Various code metrics for Python code. MIT
- [GitHub](https://github.com/rubik/radon) (👨💻 60 · 🔀 130 · 📦 6.8K · 📋 190 - 21% open · ⏱️ 20.10.2024):
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (📦 220 · ⏱️ 26.03.2023):
+- [PyPi](https://pypi.org/project/radon) (📥 1.7M / month · 📦 220 · ⏱️ 26.03.2023):
```
pip install radon
```
@@ -1115,14 +1115,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge radon
```
xenon (🥉22 · ⭐ 260 · 💤) - Monitoring tool based on radon. MIT
+xenon (🥉23 · ⭐ 260 · 💤) - Monitoring tool based on radon. MIT
- [GitHub](https://github.com/rubik/xenon) (👨💻 13 · 🔀 22 · 📦 1.6K · 📋 40 - 12% open · ⏱️ 21.10.2024):
```
git clone https://github.com/rubik/xenon
```
-- [PyPi](https://pypi.org/project/xenon) (📦 47 · ⏱️ 21.10.2024):
+- [PyPi](https://pypi.org/project/xenon) (📥 260K / month · 📦 47 · ⏱️ 21.10.2024):
```
pip install xenon
```
@@ -1131,14 +1131,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge xenon
```
cohesion (🥉14 · ⭐ 240 · 💤) - A tool for measuring Python class cohesion. ❗️GPL-3.0
+cohesion (🥉16 · ⭐ 240 · 💤) - A tool for measuring Python class cohesion. ❗️GPL-3.0
- [GitHub](https://github.com/mschwager/cohesion) (👨💻 3 · 🔀 6 · 📋 19 - 31% open · ⏱️ 09.12.2024):
```
git clone https://github.com/mschwager/cohesion
```
-- [PyPi](https://pypi.org/project/cohesion) (📦 13 · ⏱️ 09.12.2024):
+- [PyPi](https://pypi.org/project/cohesion) (📥 13K / month · 📦 13 · ⏱️ 09.12.2024):
```
pip install cohesion
```
@@ -1149,7 +1149,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 1 hidden projects...
-- wily (🥉22 · ⭐ 1.2K · 💀) - A Python application for tracking, reporting on timing and.. Apache-2
+- wily (🥉26 · ⭐ 1.2K · 💀) - A Python application for tracking, reporting on timing and.. Apache-2
@@ -1157,14 +1157,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-rich (🥇43 · ⭐ 53K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
+rich (🥇47 · ⭐ 53K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
- [GitHub](https://github.com/Textualize/rich) (👨💻 280 · 🔀 1.9K · 📦 470K · 📋 1.5K - 18% open · ⏱️ 13.08.2025):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (📦 22K · ⏱️ 25.07.2025):
+- [PyPi](https://pypi.org/project/rich) (📥 190M / month · 📦 22K · ⏱️ 25.07.2025):
```
pip install rich
```
@@ -1173,14 +1173,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge rich
```
tqdm (🥇38 · ⭐ 30K · 💤) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
+tqdm (🥇41 · ⭐ 30K · 💤) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
- [GitHub](https://github.com/tqdm/tqdm) (👨💻 130 · 🔀 1.4K · 📥 15K · 📦 1.2M · 📋 1.2K - 49% open · ⏱️ 12.11.2024):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (📦 44K · ⏱️ 24.11.2024):
+- [PyPi](https://pypi.org/project/tqdm) (📥 220M / month · 📦 44K · ⏱️ 24.11.2024):
```
pip install tqdm
```
@@ -1188,35 +1188,35 @@ 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) (📥 5.2K · ⭐ 3 · ⏱️ 14.12.2024):
+- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 5.3K · ⭐ 3 · ⏱️ 14.12.2024):
```
docker pull tqdm/tqdm
```
sentry-sdk (🥇35 · ⭐ 2.1K) - The official Python SDK for Sentry.io. MIT
+sentry-sdk (🥇39 · ⭐ 2.1K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 280 · 🔀 560 · 📥 3.9K · 📋 1.8K - 11% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 280 · 🔀 560 · 📥 4K · 📋 1.8K - 11% open · ⏱️ 26.08.2025):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (📦 1.3K · ⏱️ 14.08.2025):
+- [PyPi](https://pypi.org/project/sentry-sdk) (📥 70M / month · 📦 1.3K · ⏱️ 26.08.2025):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 1.3M · ⏱️ 15.08.2025):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 1.4M · ⏱️ 26.08.2025):
```
conda install -c conda-forge sentry-sdk
```
loguru (🥈34 · ⭐ 23K) - Python logging made (stupidly) simple. MIT
+loguru (🥈38 · ⭐ 23K) - Python logging made (stupidly) simple. MIT
- [GitHub](https://github.com/Delgan/loguru) (👨💻 67 · 🔀 740 · 📦 140K · 📋 1.1K - 20% open · ⏱️ 10.08.2025):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (📦 11K · ⏱️ 06.12.2024):
+- [PyPi](https://pypi.org/project/loguru) (📥 36M / month · 📦 11K · ⏱️ 06.12.2024):
```
pip install loguru
```
@@ -1225,62 +1225,62 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge loguru
```
structlog (🥈34 · ⭐ 4.2K) - Simple, powerful, and fast logging for Python. Apache-2
+structlog (🥈38 · ⭐ 4.2K) - Simple, powerful, and fast logging for Python. Apache-2
- [GitHub](https://github.com/hynek/structlog) (👨💻 130 · 🔀 250 · 📦 25K · 📋 380 - 10% open · ⏱️ 18.08.2025):
```
git clone https://github.com/hynek/structlog
```
-- [PyPi](https://pypi.org/project/structlog) (📦 1.5K · ⏱️ 02.06.2025):
+- [PyPi](https://pypi.org/project/structlog) (📥 32M / month · 📦 1.5K · ⏱️ 02.06.2025):
```
pip install structlog
```
-- [Conda](https://anaconda.org/conda-forge/structlog) (📥 750K · ⏱️ 02.06.2025):
+- [Conda](https://anaconda.org/conda-forge/structlog) (📥 760K · ⏱️ 02.06.2025):
```
conda install -c conda-forge structlog
```
tabulate (🥈31 · ⭐ 2.4K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+logbook (🥈35 · ⭐ 1.5K) - A cool logging replacement for Python. BSD-3
-- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 100 · 🔀 170 · 📋 270 - 44% open · ⏱️ 23.07.2025):
+- [GitHub](https://github.com/getlogbook/logbook) (👨💻 80 · 🔀 170 · 📥 500 · 📦 7.3K · 📋 190 - 25% open · ⏱️ 26.07.2025):
```
- git clone https://github.com/astanin/python-tabulate
+ git clone https://github.com/getlogbook/logbook
```
-- [PyPi](https://pypi.org/project/tabulate) (📦 8.4K · ⏱️ 06.10.2022):
+- [PyPi](https://pypi.org/project/logbook) (📥 6.8M / month · 📦 270 · ⏱️ 14.06.2025):
```
- pip install tabulate
+ pip install logbook
```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (📥 10M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/logbook) (📥 350K · ⏱️ 27.08.2025):
```
- conda install -c conda-forge tabulate
+ conda install -c conda-forge logbook
```
logbook (🥈31 · ⭐ 1.5K) - A cool logging replacement for Python. BSD-3
+tabulate (🥈34 · ⭐ 2.4K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/getlogbook/logbook) (👨💻 80 · 🔀 170 · 📥 500 · 📦 7.3K · 📋 190 - 25% open · ⏱️ 26.07.2025):
+- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 100 · 🔀 170 · 📋 270 - 44% open · ⏱️ 23.07.2025):
```
- git clone https://github.com/getlogbook/logbook
+ git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/logbook) (📦 270 · ⏱️ 14.06.2025):
+- [PyPi](https://pypi.org/project/tabulate) (📥 110M / month · 📦 8.4K · ⏱️ 06.10.2022):
```
- pip install logbook
+ pip install tabulate
```
-- [Conda](https://anaconda.org/conda-forge/logbook) (📥 350K · ⏱️ 15.06.2025):
+- [Conda](https://anaconda.org/conda-forge/tabulate) (📥 10M · ⏱️ 22.04.2025):
```
- conda install -c conda-forge logbook
+ conda install -c conda-forge tabulate
```
alive-progress (🥈30 · ⭐ 6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
+alive-progress (🥈33 · ⭐ 6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 10 · 🔀 210 · 📦 4.7K · 📋 240 - 5% open · ⏱️ 20.07.2025):
+- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 10 · 🔀 220 · 📦 4.7K · 📋 240 - 5% open · ⏱️ 20.07.2025):
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (📦 590 · ⏱️ 20.07.2025):
+- [PyPi](https://pypi.org/project/alive-progress) (📥 2.4M / month · 📦 590 · ⏱️ 20.07.2025):
```
pip install alive-progress
```
@@ -1289,46 +1289,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge alive-progress
```
python-json-logger (🥉29 · ⭐ 1.8K · 💤) - Json Formatter for the standard python logger. BSD-2
+python-json-logger (🥉32 · ⭐ 1.8K · 💤) - Json Formatter for the standard python logger. BSD-2
- [GitHub](https://github.com/madzak/python-json-logger) (👨💻 64 · 🔀 230 · 📋 120 - 24% open · ⏱️ 12.12.2024):
```
git clone https://github.com/madzak/python-json-logger
```
-- [PyPi](https://pypi.org/project/python-json-logger) (📦 960 · ⏱️ 27.04.2025):
+- [PyPi](https://pypi.org/project/python-json-logger) (📥 60M / month · 📦 960 · ⏱️ 27.04.2025):
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 12M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 13M · ⏱️ 22.04.2025):
```
conda install -c conda-forge python-json-logger
```
colorlog (🥉28 · ⭐ 930 · 💤) - A colored formatter for the python logging module. MIT
+colorlog (🥉31 · ⭐ 930 · 💤) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (👨💻 34 · 🔀 93 · 📦 60K · ⏱️ 29.10.2024):
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (📦 2.1K · ⏱️ 29.10.2024):
+- [PyPi](https://pypi.org/project/colorlog) (📥 34M / month · 📦 2.1K · ⏱️ 29.10.2024):
```
pip install colorlog
```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (📥 5.5M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/colorlog) (📥 5.6M · ⏱️ 22.04.2025):
```
conda install -c conda-forge colorlog
```
progressbar2 (🥉26 · ⭐ 880 · 💤) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
+progressbar2 (🥉30 · ⭐ 880 · 💤) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 47 · 🔀 100 · 📥 3.1K · 📋 230 - 2% open · ⏱️ 06.12.2024):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (📦 930 · ⏱️ 28.08.2024):
+- [PyPi](https://pypi.org/project/progressbar2) (📥 29M / month · 📦 930 · ⏱️ 28.08.2024):
```
pip install progressbar2
```
@@ -1337,14 +1337,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge progressbar2
```
notifiers (🥉25 · ⭐ 2.7K) - The easy way to send notifications. MIT
+notifiers (🥉29 · ⭐ 2.7K) - The easy way to send notifications. MIT
- [GitHub](https://github.com/liiight/notifiers) (👨💻 27 · 🔀 110 · 📦 1.4K · 📋 110 - 36% open · ⏱️ 05.08.2025):
```
git clone https://github.com/liiight/notifiers
```
-- [PyPi](https://pypi.org/project/notifiers) (📦 37 · ⏱️ 17.05.2025):
+- [PyPi](https://pypi.org/project/notifiers) (📥 570K / month · 📦 37 · ⏱️ 17.05.2025):
```
pip install notifiers
```
@@ -1353,32 +1353,32 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge notifiers
```
python-devtools (🥉21 · ⭐ 1K · 💤) - Dev tools for python. MIT
+python-devtools (🥉22 · ⭐ 1K · 💤) - Dev tools for python. MIT
- [GitHub](https://github.com/samuelcolvin/python-devtools) (👨💻 14 · 🔀 49 · 📦 8.7K · 📋 69 - 40% open · ⏱️ 24.01.2025):
```
git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/python-devtools) (📦 2 · ⏱️ 21.08.2017):
+- [PyPi](https://pypi.org/project/python-devtools) (📥 2K / month · 📦 2 · ⏱️ 21.08.2017):
```
pip install python-devtools
```
-- [Conda](https://anaconda.org/conda-forge/python-devtools) (📥 43K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/python-devtools) (📥 44K · ⏱️ 22.04.2025):
```
conda install -c conda-forge python-devtools
```
Show 8 hidden projects...
-- prettytable (🥈32 · ⭐ 1.5K) - Display tabular data in a visually appealing ASCII table.. ❗Unlicensed
+- prettytable (🥈34 · ⭐ 1.5K) - Display tabular data in a visually appealing ASCII table.. ❗Unlicensed
+- python-coloredlogs (🥉30 · ⭐ 560 · 💀) - Colored terminal output for Pythons logging module. MIT
+- wasabi (🥉27 · ⭐ 460 · 💀) - A lightweight console printing and formatting toolkit. MIT
+- better-exceptions (🥉24 · ⭐ 4.7K · 💀) - Pretty and useful exceptions in Python, automatically. MIT
- rebound (🥉24 · ⭐ 4.1K · 💀) - Instant Stack Overflow results whenever an exception is thrown. ❗️GPL-2.0
-- python-coloredlogs (🥉24 · ⭐ 560 · 💀) - Colored terminal output for Pythons logging module. MIT
-- wasabi (🥉24 · ⭐ 460 · 💀) - A lightweight console printing and formatting toolkit. MIT
-- stackprinter (🥉21 · ⭐ 1.3K · 💀) - Debugging-friendly exceptions for Python. MIT
-- PrettyErrors (🥉20 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible. MIT
-- better-exceptions (🥉19 · ⭐ 4.7K · 💀) - Pretty and useful exceptions in Python, automatically. MIT
-- tbvaccine (🥉13 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks. MIT
+- stackprinter (🥉24 · ⭐ 1.3K · 💀) - Debugging-friendly exceptions for Python. MIT
+- PrettyErrors (🥉23 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible. MIT
+- tbvaccine (🥉16 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks. MIT
@@ -1386,21 +1386,21 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-xxh (🥉18 · ⭐ 5.7K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
+xxh (🥉19 · ⭐ 5.7K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
- [GitHub](https://github.com/xxh/xxh) (👨💻 27 · 🔀 120 · 📥 4.4K · 📋 96 - 30% open · ⏱️ 04.04.2025):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (⏱️ 06.04.2024):
+- [PyPi](https://pypi.org/project/xxh-xxh) (📥 230 / month · ⏱️ 06.04.2024):
```
pip install xxh-xxh
```
Show 1 hidden projects...
-- xonsh (🥇34 · ⭐ 8.9K) - Python-powered shell. Full-featured and cross-platform. ❗️BSD-1-Clause
+- xonsh (🥇37 · ⭐ 8.9K) - Python-powered shell. Full-featured and cross-platform. ❗️BSD-1-Clause
@@ -1410,46 +1410,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
🔗 best-of-mkdocs ( ⭐ 1.5K) - Collection of MkDocs projects and plugins.
-mkdocs-material (🥇40 · ⭐ 24K · 📈) - Documentation that simply works. MIT 
+mkdocs-material (🥇43 · ⭐ 24K) - Documentation that simply works. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 320 · 🔀 3.9K · 📦 72K · 📋 2.6K - 0% open · ⏱️ 18.08.2025):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 320 · 🔀 3.9K · 📦 73K · 📋 2.6K - 0% open · ⏱️ 28.08.2025):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (📦 5.2K · ⏱️ 15.08.2025):
+- [PyPi](https://pypi.org/project/mkdocs-material) (📥 11M / month · 📦 5.3K · ⏱️ 22.08.2025):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 750K · ⏱️ 15.08.2025):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 760K · ⏱️ 22.08.2025):
```
conda install -c conda-forge mkdocs-material
```
mkdocs (🥇37 · ⭐ 21K) - Project documentation with Markdown. BSD-2
+mkdocs (🥇40 · ⭐ 21K) - Project documentation with Markdown. BSD-2
- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 260 · 🔀 2.5K · 📦 88K · 📋 2.1K - 5% open · ⏱️ 03.08.2025):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (📦 6.3K · ⏱️ 30.08.2024):
+- [PyPi](https://pypi.org/project/mkdocs) (📥 9.2M / month · 📦 6.3K · ⏱️ 30.08.2024):
```
pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 560K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 570K · ⏱️ 22.04.2025):
```
conda install -c conda-forge mkdocs
```
sphinx_rtd_theme (🥈33 · ⭐ 4.9K) - Sphinx theme from Read the Docs. MIT 
+sphinx_rtd_theme (🥈35 · ⭐ 4.9K) - Sphinx theme from Read the Docs. MIT
- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (👨💻 120 · 🔀 1.8K · 📦 16 · 📋 920 - 27% open · ⏱️ 20.02.2025):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
-- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (📦 13K · ⏱️ 13.11.2024):
+- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (📥 10M / month · 📦 13K · ⏱️ 13.11.2024):
```
pip install sphinx_rtd_theme
```
@@ -1458,110 +1458,110 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge sphinx_rtd_theme
```
breathe (🥈32 · ⭐ 780) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
+Griffe (🥈34 · ⭐ 520) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
-- [GitHub](https://github.com/breathe-doc/breathe) (👨💻 120 · 🔀 210 · 📥 750 · 📦 19K · 📋 610 - 30% open · ⏱️ 08.07.2025):
+- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 39 · 🔀 51 · 📦 12K · 📋 280 - 11% open · ⏱️ 26.08.2025):
```
- git clone https://github.com/michaeljones/breathe
+ git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/breathe) (📦 130 · ⏱️ 08.07.2025):
+- [PyPi](https://pypi.org/project/griffe) (📥 14M / month · 📦 320 · ⏱️ 26.08.2025):
```
- pip install breathe
+ pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/breathe) (📥 790K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/griffe) (📥 620K · ⏱️ 26.08.2025):
```
- conda install -c conda-forge breathe
+ conda install -c conda-forge griffe
```
sphinx-autodoc-typehints (🥈30 · ⭐ 580) - Type hints support for the Sphinx autodoc extension. MIT
+mkdocstrings (🥈33 · ⭐ 2K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 61 · 🔀 110 · 📦 57K · 📋 210 - 19% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 52 · 🔀 110 · 📦 20K · 📋 460 - 13% open · ⏱️ 24.08.2025):
```
- git clone https://github.com/tox-dev/sphinx-autodoc-typehints
+ git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📦 3.9K · ⏱️ 25.04.2025):
+- [PyPi](https://pypi.org/project/mkdocstrings) (📥 4M / month · 📦 1.6K · ⏱️ 22.07.2025):
```
- pip install sphinx-autodoc-typehints
+ pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 910K · ⏱️ 25.04.2025):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 250K · ⏱️ 24.07.2025):
```
- conda install -c conda-forge sphinx-autodoc-typehints
+ conda install -c conda-forge mkdocstrings
```
Griffe (🥈30 · ⭐ 520) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
+breathe (🥈33 · ⭐ 780) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 39 · 🔀 51 · 📦 12K · 📋 280 - 11% open · ⏱️ 21.08.2025):
+- [GitHub](https://github.com/breathe-doc/breathe) (👨💻 120 · 🔀 210 · 📥 750 · 📦 19K · 📋 610 - 30% open · ⏱️ 08.07.2025):
```
- git clone https://github.com/mkdocstrings/griffe
+ git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/griffe) (📦 320 · ⏱️ 14.08.2025):
+- [PyPi](https://pypi.org/project/breathe) (📥 830K / month · 📦 130 · ⏱️ 08.07.2025):
```
- pip install griffe
+ pip install breathe
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (📥 620K · ⏱️ 15.08.2025):
+- [Conda](https://anaconda.org/conda-forge/breathe) (📥 800K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge griffe
+ conda install -c conda-forge breathe
```
mkdocstrings (🥈29 · ⭐ 2K) - Automatic documentation from sources, for MkDocs. ISC
+sphinx-autodoc-typehints (🥈33 · ⭐ 580) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 51 · 🔀 110 · 📦 20K · 📋 460 - 13% open · ⏱️ 30.07.2025):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 61 · 🔀 110 · 📦 57K · 📋 210 - 19% open · ⏱️ 25.08.2025):
```
- git clone https://github.com/mkdocstrings/mkdocstrings
+ git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (📦 1.6K · ⏱️ 22.07.2025):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 3.7M / month · 📦 3.9K · ⏱️ 25.04.2025):
```
- pip install mkdocstrings
+ pip install sphinx-autodoc-typehints
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 240K · ⏱️ 24.07.2025):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 920K · ⏱️ 25.04.2025):
```
- conda install -c conda-forge mkdocstrings
+ conda install -c conda-forge sphinx-autodoc-typehints
```
pdoc3 (🥉25 · ⭐ 1.2K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
+sphinx-autobuild (🥈31 · ⭐ 580 · 📈) - Watch a Sphinx directory and rebuild the.. MIT
-- [GitHub](https://github.com/pdoc3/pdoc) (👨💻 68 · 🔀 140 · 📦 4.9K · 📋 340 - 31% open · ⏱️ 12.07.2025):
+- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (👨💻 36 · 🔀 85 · 📦 29K · 📋 110 - 16% open · ⏱️ 25.08.2025):
```
- git clone https://github.com/pdoc3/pdoc
+ git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/pdoc3) (📦 490 · ⏱️ 20.03.2025):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 3.7M / month · 📦 2.3K · ⏱️ 25.08.2025):
```
- pip install pdoc3
+ pip install sphinx-autobuild
```
-- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 2.1K · ⏱️ 05.08.2025):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 390K · ⏱️ 22.04.2025):
```
- conda install -c anaconda pdoc3
+ conda install -c conda-forge sphinx-autobuild
```
sphinx-autobuild (🥉24 · ⭐ 580) - Watch a Sphinx directory and rebuild the documentation.. MIT
+pdoc3 (🥉29 · ⭐ 1.2K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
-- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (👨💻 34 · 🔀 83 · 📦 29K · 📋 110 - 19% open · ⏱️ 28.05.2025):
+- [GitHub](https://github.com/pdoc3/pdoc) (👨💻 68 · 🔀 140 · 📦 4.9K · 📋 340 - 30% open · ⏱️ 12.07.2025):
```
- git clone https://github.com/executablebooks/sphinx-autobuild
+ git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (📦 1.7K · ⏱️ 02.10.2024):
+- [PyPi](https://pypi.org/project/pdoc3) (📥 330K / month · 📦 490 · ⏱️ 20.03.2025):
```
- pip install sphinx-autobuild
+ pip install pdoc3
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 380K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 2.2K · ⏱️ 05.08.2025):
```
- conda install -c conda-forge sphinx-autobuild
+ conda install -c anaconda pdoc3
```
blacken-docs (🥉23 · ⭐ 670) - Run `black` on python code blocks in documentation files. MIT
+blacken-docs (🥉26 · ⭐ 670) - Run `black` on python code blocks in documentation files. MIT
- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 25 · 🔀 43 · 📦 1.3K · 📋 81 - 11% open · ⏱️ 11.08.2025):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (📦 88 · ⏱️ 23.10.2024):
+- [PyPi](https://pypi.org/project/blacken-docs) (📥 150K / month · 📦 88 · ⏱️ 23.10.2024):
```
pip install blacken-docs
```
@@ -1570,74 +1570,74 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge blacken-docs
```
pytkdocs (🥉22 · ⭐ 52) - Load Python objects documentation. ISC
+mkdocs-awesome-pages-plugin (🥉24 · ⭐ 580) - A plugin for customizing the navigation structure of.. MIT
-- [GitHub](https://github.com/mkdocstrings/pytkdocs) (👨💻 23 · 🔀 32 · 📦 1.6K · 📋 100 - 6% open · ⏱️ 09.03.2025):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-nav) (👨💻 10 · 🔀 40 · 📦 250 · 📋 110 - 19% open · ⏱️ 18.05.2025):
```
- git clone https://github.com/mkdocstrings/pytkdocs
- ```
-- [PyPi](https://pypi.org/project/pytkdocs) (📦 22 · ⏱️ 09.03.2025):
- ```
- pip install pytkdocs
+ git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [Conda](https://anaconda.org/conda-forge/pytkdocs) (📥 190K · ⏱️ 22.04.2025):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 620K / month · 📦 220 · ⏱️ 22.12.2024):
```
- conda install -c conda-forge pytkdocs
+ pip install mkdocs-awesome-pages-plugin
```
mkdocs-awesome-pages-plugin (🥉20 · ⭐ 580) - A plugin for customizing the navigation structure of.. MIT
+pytkdocs (🥉24 · ⭐ 52) - Load Python objects documentation. ISC
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-nav) (👨💻 10 · 🔀 40 · 📦 240 · 📋 110 - 18% open · ⏱️ 18.05.2025):
+- [GitHub](https://github.com/mkdocstrings/pytkdocs) (👨💻 23 · 🔀 32 · 📦 1.6K · 📋 100 - 6% open · ⏱️ 09.03.2025):
```
- git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
+ git clone https://github.com/mkdocstrings/pytkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📦 220 · ⏱️ 22.12.2024):
+- [PyPi](https://pypi.org/project/pytkdocs) (📥 170K / month · 📦 22 · ⏱️ 09.03.2025):
```
- pip install mkdocs-awesome-pages-plugin
+ pip install pytkdocs
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytkdocs) (📥 190K · ⏱️ 22.04.2025):
+ ```
+ conda install -c conda-forge pytkdocs
```
lazydocs (🥉19 · ⭐ 230) - Generate markdown API documentation from Google-style Python docstring... MIT
+lazydocs (🥉23 · ⭐ 230) - Generate markdown API documentation from Google-style Python docstring... MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 12 · 🔀 42 · 📦 380 · 📋 42 - 11% open · ⏱️ 28.02.2025):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 12 · 🔀 43 · 📦 380 · 📋 42 - 11% open · ⏱️ 28.02.2025):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (📦 65 · ⏱️ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (📥 59K / month · 📦 65 · ⏱️ 27.07.2021):
```
pip install lazydocs
```
mkdocs-print-site-plugin (🥉17 · ⭐ 170) - MkDocs Plugin that adds an additional page that.. MIT
+mkdocs-print-site-plugin (🥉22 · ⭐ 170) - MkDocs Plugin that adds an additional page that.. MIT
- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨💻 15 · 🔀 27 · 📋 110 - 9% open · ⏱️ 03.08.2025):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📦 22 · ⏱️ 03.08.2025):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 98K / month · 📦 22 · ⏱️ 03.08.2025):
```
pip install mkdocs-print-site-plugin
```
Show 14 hidden projects...
-- sphinx (🥇41 · ⭐ 7.3K) - The Sphinx documentation generator. ❗Unlicensed BSD-3 ❗Unlicensed ❗️MIT-0
-- interrogate (🥉21 · ⭐ 640 · 💀) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- sphinx-bootstrap-theme (🥉21 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT BSD-2 MIT
-- pycco (🥉19 · ⭐ 860 · 💀) - Literate-style documentation generator. MIT
-- mkdocs-with-pdf (🥉18 · ⭐ 370 · 💀) - Generate a single PDF file from MkDocs repository. MIT MIT MIT MIT MIT ❗Unlicensed ❗️MIT-0
+- alabaster (🥈32 · ⭐ 750 · 💀) - Lightweight, configurable Sphinx theme. BSD-3 ❗Unlicensed MIT
+- sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT MIT
+- pycco (🥉23 · ⭐ 860 · 💀) - Literate-style documentation generator. MIT
+- mkdocs-with-pdf (🥉23 · ⭐ 370 · 💀) - Generate a single PDF file from MkDocs repository. MIT BSD-2 MIT MIT MIT MIT
@@ -1645,106 +1645,106 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-pudb (🥇31 · ⭐ 3.1K) - Full-screen console debugger for Python. MIT
+pudb (🥇34 · ⭐ 3.1K) - Full-screen console debugger for Python. MIT
- [GitHub](https://github.com/inducer/pudb) (👨💻 99 · 🔀 230 · 📦 8.2K · 📋 360 - 45% open · ⏱️ 18.08.2025):
```
git clone https://github.com/inducer/pudb
```
-- [PyPi](https://pypi.org/project/pudb) (📦 120 · ⏱️ 06.05.2025):
+- [PyPi](https://pypi.org/project/pudb) (📥 1.2M / month · 📦 120 · ⏱️ 06.05.2025):
```
pip install pudb
```
-- [Conda](https://anaconda.org/conda-forge/pudb) (📥 340K · ⏱️ 04.06.2025):
+- [Conda](https://anaconda.org/conda-forge/pudb) (📥 350K · ⏱️ 04.06.2025):
```
conda install -c conda-forge pudb
```
icecream (🥇29 · ⭐ 9.9K) - Never use print() to debug again. MIT
+icecream (🥇32 · ⭐ 9.9K) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (👨💻 29 · 🔀 200 · 📦 21 · 📋 170 - 47% open · ⏱️ 17.08.2025):
+- [GitHub](https://github.com/gruns/icecream) (👨💻 31 · 🔀 200 · 📦 21 · 📋 180 - 46% open · ⏱️ 26.08.2025):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (📦 530 · ⏱️ 14.08.2025):
+- [PyPi](https://pypi.org/project/icecream) (📥 1.3M / month · 📦 530 · ⏱️ 14.08.2025):
```
pip install icecream
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (📥 83K · ⏱️ 16.08.2025):
+- [Conda](https://anaconda.org/conda-forge/icecream) (📥 84K · ⏱️ 16.08.2025):
```
conda install -c conda-forge icecream
```
pyelftools (🥇29 · ⭐ 2.1K) - Parsing ELF and DWARF in Python. Unlicense
+pyelftools (🥇32 · ⭐ 2.1K) - Parsing ELF and DWARF in Python. Unlicense
- [GitHub](https://github.com/eliben/pyelftools) (👨💻 110 · 🔀 520 · 📦 11K · 📋 270 - 27% open · ⏱️ 03.07.2025):
```
git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/pyelftools) (📦 270 · ⏱️ 19.02.2025):
+- [PyPi](https://pypi.org/project/pyelftools) (📥 6.2M / month · 📦 270 · ⏱️ 19.02.2025):
```
pip install pyelftools
```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 860K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 880K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pyelftools
```
PySnooper (🥈28 · ⭐ 17K) - Never use print for debugging again. MIT
+ipdb (🥈31 · ⭐ 1.9K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 29 · 🔀 950 · 📦 2.1K · 📋 140 - 21% open · ⏱️ 31.05.2025):
+- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 150 · 📦 66K · 📋 210 - 36% open · ⏱️ 28.07.2025):
```
- git clone https://github.com/cool-RR/PySnooper
+ git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/pysnooper) (📦 67 · ⏱️ 31.05.2025):
+- [PyPi](https://pypi.org/project/ipdb) (📥 9.6M / month · 📦 1.1K · ⏱️ 09.03.2023):
```
- pip install pysnooper
+ pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/pysnooper) (📥 130K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 630K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge pysnooper
+ conda install -c conda-forge ipdb
```
ipdb (🥈28 · ⭐ 1.9K) - Integration of IPython pdb. BSD-3
+PySnooper (🥈30 · ⭐ 17K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 150 · 📦 66K · 📋 210 - 36% open · ⏱️ 28.07.2025):
+- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 29 · 🔀 950 · 📦 2.1K · 📋 140 - 21% open · ⏱️ 31.05.2025):
```
- git clone https://github.com/gotcha/ipdb
+ git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/ipdb) (📦 1.1K · ⏱️ 09.03.2023):
+- [PyPi](https://pypi.org/project/pysnooper) (📥 380K / month · 📦 67 · ⏱️ 31.05.2025):
```
- pip install ipdb
+ pip install pysnooper
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 620K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pysnooper) (📥 140K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge ipdb
+ conda install -c conda-forge pysnooper
```
gdbgui (🥉26 · ⭐ 10K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0
+gdbgui (🥉27 · ⭐ 10K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0
- [GitHub](https://github.com/cs01/gdbgui) (👨💻 45 · 🔀 510 · 📥 20K · 📦 500 · 📋 340 - 49% open · ⏱️ 29.06.2025):
```
git clone https://github.com/cs01/gdbgui
```
-- [PyPi](https://pypi.org/project/gdbgui) (📦 2 · ⏱️ 29.06.2025):
+- [PyPi](https://pypi.org/project/gdbgui) (📥 6K / month · 📦 2 · ⏱️ 29.06.2025):
```
pip install gdbgui
```
python-hunter (🥉24 · ⭐ 840) - Hunter is a flexible code tracing toolkit. BSD-2
+python-hunter (🥉27 · ⭐ 840) - Hunter is a flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 10 · 🔀 50 · 📋 100 - 45% open · ⏱️ 21.08.2025):
+- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 10 · 🔀 50 · 📋 100 - 45% open · ⏱️ 22.08.2025):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (📦 17 · ⏱️ 11.07.2025):
+- [PyPi](https://pypi.org/project/hunter) (📥 530K / month · 📦 17 · ⏱️ 22.08.2025):
```
pip install hunter
```
@@ -1753,14 +1753,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge hunter
```
snoop (🥉21 · ⭐ 1.4K · 💤) - A powerful set of Python debugging tools, based on PySnooper. MIT
+snoop (🥉24 · ⭐ 1.4K · 💤) - A powerful set of Python debugging tools, based on PySnooper. MIT
- [GitHub](https://github.com/alexmojaki/snoop) (👨💻 22 · 🔀 38 · 📋 56 - 44% open · ⏱️ 06.10.2024):
```
git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/snoop) (📦 41 · ⏱️ 06.10.2024):
+- [PyPi](https://pypi.org/project/snoop) (📥 70K / month · 📦 41 · ⏱️ 06.10.2024):
```
pip install snoop
```
@@ -1769,24 +1769,24 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge snoop
```
pyrasite (🥉18 · ⭐ 2.8K) - Inject code into running Python processes. ❗️GPL-3.0
+pyrasite (🥉21 · ⭐ 2.8K) - Inject code into running Python processes. ❗️GPL-3.0
- [GitHub](https://github.com/lmacken/pyrasite) (👨💻 25 · 🔀 200 · 📦 67 · 📋 60 - 71% open · ⏱️ 07.04.2025):
```
git clone https://github.com/lmacken/pyrasite
```
-- [PyPi](https://pypi.org/project/pyrasite) (⏱️ 09.05.2012):
+- [PyPi](https://pypi.org/project/pyrasite) (📥 8K / month · ⏱️ 09.05.2012):
```
pip install pyrasite
```
Show 4 hidden projects...
-- pdbpp (🥉25 · ⭐ 1.4K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- Birdseye (🥉17 · ⭐ 1.7K · 💀) - Graphical Python debugger which lets you easily view the values of.. MIT
-- python-manhole (🥉16 · ⭐ 390 · 💀) - Debugging manhole for python applications. BSD-2
-- reloadium (🥉15 · ⭐ 3K · 💀) - Hot Reloading and Profiling for Python. Apache-2
+- pdbpp (🥉28 · ⭐ 1.4K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+- Birdseye (🥉20 · ⭐ 1.7K · 💀) - Graphical Python debugger which lets you easily view the values of.. MIT
+- python-manhole (🥉20 · ⭐ 390 · 💀) - Debugging manhole for python applications. BSD-2
+- reloadium (🥉18 · ⭐ 3K · 💀) - Hot Reloading and Profiling for Python. Apache-2
@@ -1798,14 +1798,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
🔗 unittest - Unittest is a test framework included in the Python standard library.
-pytest (🥇46 · ⭐ 13K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
+pytest (🥇49 · ⭐ 13K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 1K · 🔀 2.8K · 📥 23K · 📦 1.7M · 📋 6.2K - 14% open · ⏱️ 18.08.2025):
+- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 1K · 🔀 2.8K · 📥 23K · 📦 1.7M · 📋 6.2K - 14% open · ⏱️ 27.08.2025):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (📦 76K · ⏱️ 18.06.2025):
+- [PyPi](https://pypi.org/project/pytest) (📥 260M / month · 📦 76K · ⏱️ 18.06.2025):
```
pip install pytest
```
@@ -1814,14 +1814,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest
```
robotframework (🥇39 · ⭐ 11K) - Generic automation framework for acceptance testing and RPA. Apache-2
+robotframework (🥇43 · ⭐ 11K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (👨💻 220 · 🔀 2.5K · 📥 570 · 📦 14K · 📋 4.7K - 5% open · ⏱️ 04.07.2025):
+- [GitHub](https://github.com/robotframework/robotframework) (👨💻 220 · 🔀 2.5K · 📥 580 · 📦 14K · 📋 4.7K - 5% open · ⏱️ 28.08.2025):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (📦 950 · ⏱️ 04.07.2025):
+- [PyPi](https://pypi.org/project/robotframework) (📥 3.7M / month · 📦 950 · ⏱️ 04.07.2025):
```
pip install robotframework
```
@@ -1830,30 +1830,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge robotframework
```
hypothesis (🥇39 · ⭐ 8K) - The property-based testing library for Python. MPL-2.0
+hypothesis (🥇41 · ⭐ 8K) - The property-based testing library for Python. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨💻 350 · 🔀 620 · 📦 35K · 📋 1.7K - 4% open · ⏱️ 16.08.2025):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨💻 350 · 🔀 620 · 📦 35K · 📋 1.7K - 4% open · ⏱️ 28.08.2025):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (📦 2.8K · ⏱️ 16.08.2025):
+- [PyPi](https://pypi.org/project/hypothesis) (📥 20M / month · 📦 2.8K · ⏱️ 28.08.2025):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 14M · ⏱️ 16.08.2025):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 14M · ⏱️ 27.08.2025):
```
conda install -c conda-forge hypothesis
```
tox (🥇36 · ⭐ 3.8K) - Command line driven CI frontend and development task automation tool. MIT
+tox (🥇40 · ⭐ 3.8K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (👨💻 330 · 🔀 540 · 📦 130K · 📋 1.8K - 7% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/tox-dev/tox) (👨💻 330 · 🔀 540 · 📦 130K · 📋 1.8K - 7% open · ⏱️ 25.08.2025):
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (📦 11K · ⏱️ 31.07.2025):
+- [PyPi](https://pypi.org/project/tox) (📥 28M / month · 📦 11K · ⏱️ 31.07.2025):
```
pip install tox
```
@@ -1862,90 +1862,90 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge tox
```
pytest-cov (🥇36 · ⭐ 1.9K) - Coverage plugin for pytest. MIT
+pytest-asyncio (🥇40 · ⭐ 1.6K) - Asyncio support for pytest. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨💻 96 · 🔀 220 · 📦 410K · 📋 440 - 34% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 72 · 🔀 160 · 📥 1.6K · 📦 150K · 📋 380 - 13% open · ⏱️ 28.08.2025):
```
- git clone https://github.com/pytest-dev/pytest-cov
+ git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/pytest-cov) (📦 40K · ⏱️ 12.06.2025):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 54M / month · 📦 9K · ⏱️ 16.07.2025):
```
- pip install pytest-cov
+ pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 15M · ⏱️ 13.06.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 2.6M · ⏱️ 28.07.2025):
```
- conda install -c conda-forge pytest-cov
+ conda install -c conda-forge pytest-asyncio
```
pytest-xdist (🥇36 · ⭐ 1.7K) - pytest plugin for distributed testing and loop-on-failures.. MIT
+playwright-python (🥈39 · ⭐ 14K · 📈) - Python version of the Playwright testing and.. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 110 · 🔀 240 · 📥 290 · 📦 120K · 📋 670 - 41% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 50 · 🔀 1K · 📦 45K · 📋 1.5K - 2% open · ⏱️ 28.08.2025):
```
- git clone https://github.com/pytest-dev/pytest-xdist
- ```
-- [PyPi](https://pypi.org/project/pytest-xdist) (📦 5.6K · ⏱️ 01.07.2025):
- ```
- pip install pytest-xdist
+ git clone https://github.com/microsoft/playwright-python
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 9.2M · ⏱️ 02.07.2025):
+- [PyPi](https://pypi.org/project/playwright) (📥 20M / month · 📦 2.5K · ⏱️ 22.07.2025):
```
- conda install -c conda-forge pytest-xdist
+ pip install playwright
```
pytest-asyncio (🥇36 · ⭐ 1.5K) - Asyncio support for pytest. Apache-2
+pytest-cov (🥈39 · ⭐ 1.9K) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 72 · 🔀 160 · 📥 1.6K · 📦 150K · 📋 380 - 13% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨💻 97 · 🔀 220 · 📦 410K · 📋 440 - 34% open · ⏱️ 28.08.2025):
```
- git clone https://github.com/pytest-dev/pytest-asyncio
+ git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (📦 9K · ⏱️ 16.07.2025):
+- [PyPi](https://pypi.org/project/pytest-cov) (📥 86M / month · 📦 40K · ⏱️ 12.06.2025):
```
- pip install pytest-asyncio
+ pip install pytest-cov
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 2.6M · ⏱️ 28.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 15M · ⏱️ 13.06.2025):
```
- conda install -c conda-forge pytest-asyncio
+ conda install -c conda-forge pytest-cov
```
pytest-mock (🥈34 · ⭐ 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT
+pytest-xdist (🥈39 · ⭐ 1.7K) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨💻 79 · 🔀 150 · 📥 100 · 📦 120K · 📋 160 - 7% open · ⏱️ 18.08.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 110 · 🔀 240 · 📥 290 · 📦 120K · 📋 670 - 41% open · ⏱️ 25.08.2025):
```
- git clone https://github.com/pytest-dev/pytest-mock
+ git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-mock) (📦 7.1K · ⏱️ 26.05.2025):
+- [PyPi](https://pypi.org/project/pytest-xdist) (📥 59M / month · 📦 5.6K · ⏱️ 01.07.2025):
```
- pip install pytest-mock
+ pip install pytest-xdist
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 3.8M · ⏱️ 26.05.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 9.3M · ⏱️ 02.07.2025):
```
- conda install -c conda-forge pytest-mock
+ conda install -c conda-forge pytest-xdist
```
playwright-python (🥈32 · ⭐ 14K) - Python version of the Playwright testing and automation.. Apache-2
+pytest-mock (🥈37 · ⭐ 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 49 · 🔀 1K · 📦 45K · 📋 1.5K - 2% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨💻 79 · 🔀 150 · 📥 100 · 📦 120K · 📋 160 - 7% open · ⏱️ 25.08.2025):
```
- git clone https://github.com/microsoft/playwright-python
+ git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/playwright) (📦 2.5K · ⏱️ 22.07.2025):
+- [PyPi](https://pypi.org/project/pytest-mock) (📥 48M / month · 📦 7.1K · ⏱️ 26.05.2025):
```
- pip install playwright
+ pip install pytest-mock
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 3.8M · ⏱️ 26.05.2025):
+ ```
+ conda install -c conda-forge pytest-mock
```
freezegun (🥈31 · ⭐ 4.4K) - Let your Python tests travel through time. Apache-2
+freezegun (🥈35 · ⭐ 4.4K) - Let your Python tests travel through time. Apache-2
- [GitHub](https://github.com/spulec/freezegun) (👨💻 130 · 🔀 280 · 📥 130 · 📋 360 - 41% open · ⏱️ 19.08.2025):
```
git clone https://github.com/spulec/freezegun
```
-- [PyPi](https://pypi.org/project/freezegun) (📦 1.3K · ⏱️ 09.08.2025):
+- [PyPi](https://pypi.org/project/freezegun) (📥 25M / month · 📦 1.3K · ⏱️ 09.08.2025):
```
pip install freezegun
```
@@ -1954,30 +1954,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge freezegun
```
pytest-html (🥈31 · ⭐ 740) - Plugin for generating HTML reports for pytest results. MIT
+pytest-html (🥈34 · ⭐ 740) - Plugin for generating HTML reports for pytest results. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-html) (👨💻 61 · 🔀 240 · 📦 57K · 📋 430 - 40% open · ⏱️ 12.08.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-html) (👨💻 61 · 🔀 240 · 📦 57K · 📋 430 - 40% open · ⏱️ 26.08.2025):
```
git clone https://github.com/pytest-dev/pytest-html
```
-- [PyPi](https://pypi.org/project/pytest-html) (📦 620 · ⏱️ 07.11.2023):
+- [PyPi](https://pypi.org/project/pytest-html) (📥 12M / month · 📦 620 · ⏱️ 07.11.2023):
```
pip install pytest-html
```
-- [Conda](https://anaconda.org/conda-forge/pytest-html) (📥 740K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (📥 750K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pytest-html
```
nox (🥈30 · ⭐ 1.4K) - Flexible test automation for Python. Apache-2
+nox (🥈33 · ⭐ 1.4K) - Flexible test automation for Python. Apache-2
- [GitHub](https://github.com/wntrblm/nox) (👨💻 110 · 🔀 170 · 📦 6.8K · 📋 420 - 16% open · ⏱️ 21.07.2025):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (📦 1.2K · ⏱️ 01.05.2025):
+- [PyPi](https://pypi.org/project/nox) (📥 4.7M / month · 📦 1.2K · ⏱️ 01.05.2025):
```
pip install nox
```
@@ -1986,14 +1986,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge nox
```
pytest-bdd (🥈30 · ⭐ 1.4K) - BDD library for the pytest runner. MIT
+pytest-bdd (🥈33 · ⭐ 1.4K) - BDD library for the pytest runner. MIT
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨💻 65 · 🔀 230 · 📦 4.4K · 📋 380 - 21% open · ⏱️ 13.02.2025):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (📦 110 · ⏱️ 05.12.2024):
+- [PyPi](https://pypi.org/project/pytest-bdd) (📥 1.2M / month · 📦 110 · ⏱️ 05.12.2024):
```
pip install pytest-bdd
```
@@ -2002,14 +2002,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-bdd
```
mimesis (🥈29 · ⭐ 4.6K) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
+mimesis (🥈32 · ⭐ 4.6K) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 130 · 🔀 340 · 📥 840 · 📦 2.2K · 📋 370 - 5% open · ⏱️ 12.05.2025):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (📦 68 · ⏱️ 13.09.2024):
+- [PyPi](https://pypi.org/project/mimesis) (📥 840K / month · 📦 68 · ⏱️ 13.09.2024):
```
pip install mimesis
```
@@ -2018,30 +2018,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mimesis
```
asv (🥈29 · ⭐ 940) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
+pytest-testinfra (🥈32 · ⭐ 2.4K) - Testinfra test your infrastructures. Apache-2
-- [GitHub](https://github.com/airspeed-velocity/asv) (👨💻 93 · 🔀 190 · 📥 1.6K · 📦 1.4K · 📋 660 - 24% open · ⏱️ 18.08.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 140 · 🔀 360 · 📦 2.5K · 📋 370 - 37% open · ⏱️ 12.08.2025):
```
- git clone https://github.com/airspeed-velocity/asv
+ git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/asv) (📦 110 · ⏱️ 12.08.2024):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 730K / month · 📦 20 · ⏱️ 30.03.2025):
```
- pip install asv
+ pip install pytest-testinfra
```
-- [Conda](https://anaconda.org/conda-forge/asv) (📥 1.1M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (📥 31K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge asv
+ conda install -c conda-forge pytest-testinfra
+ ```
+pytest-sugar (🥈32 · ⭐ 1.5K) - a plugin for py.test that changes the default look and feel.. BSD-3
+
+- [GitHub](https://github.com/Teemu/pytest-sugar) (👨💻 56 · 🔀 77 · 📥 43 · 📦 28K · 📋 120 - 23% open · ⏱️ 23.08.2025):
+
+ ```
+ git clone https://github.com/Teemu/pytest-sugar
+ ```
+- [PyPi](https://pypi.org/project/pytest-sugar) (📥 4.5M / month · 📦 1.5K · ⏱️ 23.08.2025):
+ ```
+ pip install pytest-sugar
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 330K · ⏱️ 24.08.2025):
+ ```
+ conda install -c conda-forge pytest-sugar
```
nose2 (🥈29 · ⭐ 810) - The successor to nose, based on unittest2. BSD-2
+nose2 (🥈32 · ⭐ 810) - The successor to nose, based on unittest2. BSD-2
- [GitHub](https://github.com/nose-devs/nose2) (👨💻 80 · 🔀 130 · 📦 27K · 📋 240 - 16% open · ⏱️ 15.05.2025):
```
git clone https://github.com/nose-devs/nose2
```
-- [PyPi](https://pypi.org/project/nose2) (📦 320 · ⏱️ 01.06.2024):
+- [PyPi](https://pypi.org/project/nose2) (📥 690K / month · 📦 320 · ⏱️ 01.06.2024):
```
pip install nose2
```
@@ -2050,14 +2066,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge nose2
```
coveralls-python (🥈29 · ⭐ 570) - Show coverage stats online via coveralls.io. MIT
+coveralls-python (🥉31 · ⭐ 570) - Show coverage stats online via coveralls.io. MIT
- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 66 · 🔀 190 · 📦 36K · 📋 180 - 6% open · ⏱️ 18.08.2025):
```
git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (📦 2.2K · ⏱️ 15.05.2024):
+- [PyPi](https://pypi.org/project/coveralls) (📥 1.4M / month · 📦 2.2K · ⏱️ 15.05.2024):
```
pip install coveralls
```
@@ -2066,78 +2082,78 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge coveralls
```
pytest-testinfra (🥉28 · ⭐ 2.4K) - Testinfra test your infrastructures. Apache-2
+factory_boy (🥉30 · ⭐ 3.7K) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 140 · 🔀 360 · 📦 2.5K · 📋 370 - 37% open · ⏱️ 12.08.2025):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 400 · 📋 620 - 30% open · ⏱️ 03.02.2025):
```
- git clone https://github.com/pytest-dev/pytest-testinfra
+ git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (📦 20 · ⏱️ 30.03.2025):
+- [PyPi](https://pypi.org/project/factory_boy) (📥 10M / month · 📦 650 · ⏱️ 03.02.2025):
```
- pip install pytest-testinfra
+ pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (📥 31K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 200K · ⏱️ 25.04.2025):
```
- conda install -c conda-forge pytest-testinfra
+ conda install -c conda-forge factory_boy
```
pytest-sugar (🥉27 · ⭐ 1.5K) - a plugin for py.test that changes the default look and feel.. BSD-3
+asv (🥉30 · ⭐ 940) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/Teemu/pytest-sugar) (👨💻 55 · 🔀 77 · 📥 43 · 📦 28K · 📋 120 - 23% open · ⏱️ 16.08.2025):
+- [GitHub](https://github.com/airspeed-velocity/asv) (👨💻 93 · 🔀 190 · 📥 1.6K · 📦 1.4K · 📋 660 - 24% open · ⏱️ 18.08.2025):
```
- git clone https://github.com/Teemu/pytest-sugar
+ git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/pytest-sugar) (📦 1.5K · ⏱️ 16.08.2025):
+- [PyPi](https://pypi.org/project/asv) (📥 260K / month · 📦 110 · ⏱️ 12.08.2024):
```
- pip install pytest-sugar
+ pip install asv
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 330K · ⏱️ 17.08.2025):
+- [Conda](https://anaconda.org/conda-forge/asv) (📥 1.2M · ⏱️ 28.08.2025):
```
- conda install -c conda-forge pytest-sugar
+ conda install -c conda-forge asv
```
factory_boy (🥉26 · ⭐ 3.7K) - A test fixtures replacement for Python. MIT
+pytest-benchmark (🥉29 · ⭐ 1.4K) - pytest fixture for benchmarking code. BSD-2
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 400 · 📋 620 - 30% open · ⏱️ 03.02.2025):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 49 · 🔀 120 · 📋 200 - 55% open · ⏱️ 05.08.2025):
```
- git clone https://github.com/FactoryBoy/factory_boy
+ git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/factory_boy) (📦 650 · ⏱️ 03.02.2025):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 4.7M / month · 📦 920 · ⏱️ 30.10.2024):
```
- pip install factory_boy
+ pip install pytest-benchmark
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 200K · ⏱️ 25.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 2.6M · ⏱️ 22.04.2025):
```
- conda install -c conda-forge factory_boy
+ conda install -c conda-forge pytest-benchmark
```
pytest-benchmark (🥉26 · ⭐ 1.4K) - pytest fixture for benchmarking code. BSD-2
+pytest-randomly (🥉28 · ⭐ 680) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 49 · 🔀 120 · 📋 200 - 55% open · ⏱️ 05.08.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨💻 20 · 🔀 33 · 📦 11K · 📋 71 - 18% open · ⏱️ 11.08.2025):
```
- git clone https://github.com/ionelmc/pytest-benchmark
+ git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (📦 920 · ⏱️ 30.10.2024):
+- [PyPi](https://pypi.org/project/pytest-randomly) (📥 3.6M / month · 📦 540 · ⏱️ 25.10.2024):
```
- pip install pytest-benchmark
+ pip install pytest-randomly
```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 2.6M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 330K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge pytest-benchmark
+ conda install -c conda-forge pytest-randomly
```
green (🥉26 · ⭐ 790 · 💤) - Green is a clean, colorful, fast python test runner. MIT
+green (🥉27 · ⭐ 790 · 💤) - Green is a clean, colorful, fast python test runner. MIT
- [GitHub](https://github.com/CleanCut/green) (👨💻 40 · 🔀 75 · 📦 1.3K · 📋 190 - 3% open · ⏱️ 12.11.2024):
```
git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/green) (📦 130 · ⏱️ 18.04.2024):
+- [PyPi](https://pypi.org/project/green) (📥 21K / month · 📦 130 · ⏱️ 18.04.2024):
```
pip install green
```
@@ -2146,46 +2162,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge green
```
pytest-datadir (🥉25 · ⭐ 270) - pytest plugin for manipulating test data directories and.. MIT
+pytest-datadir (🥉27 · ⭐ 270) - pytest plugin for manipulating test data directories and.. MIT
- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (👨💻 14 · 🔀 25 · 📥 69 · 📦 2K · 📋 23 - 13% open · ⏱️ 05.08.2025):
```
git clone https://github.com/gabrielcnr/pytest-datadir
```
-- [PyPi](https://pypi.org/project/pytest-datadir) (📦 270 · ⏱️ 30.07.2025):
+- [PyPi](https://pypi.org/project/pytest-datadir) (📥 740K / month · 📦 270 · ⏱️ 30.07.2025):
```
pip install pytest-datadir
```
-- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (📥 330K · ⏱️ 30.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (📥 340K · ⏱️ 30.07.2025):
```
conda install -c conda-forge pytest-datadir
```
pytest-randomly (🥉24 · ⭐ 670) - Pytest plugin to randomly order tests and control random.seed. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨💻 20 · 🔀 33 · 📦 11K · 📋 71 - 18% open · ⏱️ 11.08.2025):
-
- ```
- git clone https://github.com/pytest-dev/pytest-randomly
- ```
-- [PyPi](https://pypi.org/project/pytest-randomly) (📦 540 · ⏱️ 25.10.2024):
- ```
- pip install pytest-randomly
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 330K · ⏱️ 22.04.2025):
- ```
- conda install -c conda-forge pytest-randomly
- ```
-pytest-mypy (🥉24 · ⭐ 260) - Mypy static type checker plugin for Pytest. MIT
+pytest-mypy (🥉27 · ⭐ 260) - Mypy static type checker plugin for Pytest. MIT
- [GitHub](https://github.com/realpython/pytest-mypy) (👨💻 16 · 🔀 33 · 📦 4.5K · 📋 72 - 9% open · ⏱️ 02.04.2025):
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (📦 780 · ⏱️ 02.04.2025):
+- [PyPi](https://pypi.org/project/pytest-mypy) (📥 490K / month · 📦 780 · ⏱️ 02.04.2025):
```
pip install pytest-mypy
```
@@ -2194,30 +2194,42 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-mypy
```
pytest-testmon (🥉22 · ⭐ 900 · 💤) - Selects tests affected by changed files. Executes the.. MIT
+pytest-testmon (🥉26 · ⭐ 910 · 💤) - Selects tests affected by changed files. Executes the.. MIT
- [GitHub](https://github.com/tarpas/pytest-testmon) (👨💻 29 · 🔀 66 · 📦 1.4K · 📋 170 - 23% open · ⏱️ 22.12.2024):
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (📦 29 · ⏱️ 22.12.2024):
+- [PyPi](https://pypi.org/project/pytest-testmon) (📥 710K / month · 📦 29 · ⏱️ 22.12.2024):
```
pip install pytest-testmon
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 64K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 66K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pytest-testmon
```
xdoctest (🥉22 · ⭐ 210) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+pytest-docker (🥉26 · ⭐ 470) - Docker-based integration tests. MIT
+
+- [GitHub](https://github.com/avast/pytest-docker) (👨💻 29 · 🔀 76 · 📥 210 · 📦 2.2K · 📋 61 - 34% open · ⏱️ 04.07.2025):
+
+ ```
+ git clone https://github.com/avast/pytest-docker
+ ```
+- [PyPi](https://pypi.org/project/pytest-docker) (📥 660K / month · 📦 130 · ⏱️ 04.07.2025):
+ ```
+ pip install pytest-docker
+ ```
+xdoctest (🥉25 · ⭐ 210) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 13 · 🔀 15 · 📥 220 · 📋 52 - 38% open · ⏱️ 20.08.2025):
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (📦 190 · ⏱️ 20.08.2024):
+- [PyPi](https://pypi.org/project/xdoctest) (📥 730K / month · 📦 190 · ⏱️ 20.08.2024):
```
pip install xdoctest
```
@@ -2226,14 +2238,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge xdoctest
```
pytest-plugins (🥉21 · ⭐ 590 · 💤) - A grab-bag of nifty pytest plugins. MIT
+pytest-plugins (🥉23 · ⭐ 590 · 💤) - A grab-bag of nifty pytest plugins. MIT
- [GitHub](https://github.com/man-group/pytest-plugins) (👨💻 67 · 🔀 85 · 📥 200 · 📋 130 - 37% open · ⏱️ 02.01.2025):
```
git clone https://github.com/man-group/pytest-plugins
```
-- [PyPi](https://pypi.org/project/pytest-virtualenv) (📦 73 · ⏱️ 29.11.2024):
+- [PyPi](https://pypi.org/project/pytest-virtualenv) (📥 37K / month · 📦 73 · ⏱️ 29.11.2024):
```
pip install pytest-virtualenv
```
@@ -2242,32 +2254,20 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-shutil
```
pytest-docker (🥉21 · ⭐ 470) - Docker-based integration tests. MIT
-
-- [GitHub](https://github.com/avast/pytest-docker) (👨💻 29 · 🔀 76 · 📥 210 · 📦 2.2K · 📋 61 - 34% open · ⏱️ 04.07.2025):
-
- ```
- git clone https://github.com/avast/pytest-docker
- ```
-- [PyPi](https://pypi.org/project/pytest-docker) (📦 130 · ⏱️ 04.07.2025):
- ```
- pip install pytest-docker
- ```
-Show 12 hidden projects...
-- pyautogui (🥈32 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings... BSD-3
-- nose (🥈30 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
-- PyHamcrest (🥉24 · ⭐ 790 · 💤) - Hamcrest matchers for Python. ❗Unlicensed
-- ddt (🥉24 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest. MIT
-- pytest-watch (🥉23 · ⭐ 760 · 💀) - Local continuous test runner with pytest and watchdog. MIT MIT
-- Mamba Test Runner (🥉21 · ⭐ 530 · 💀) - The definitive testing tool for Python. Born under the.. MIT
-- pytest-lazy-fixture (🥉21 · ⭐ 390 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT BSD-2
-- assertpy (🥉17 · ⭐ 480 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
-- fake2db (🥉16 · ⭐ 2.3K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0
-- pytest-play (🥉14 · ⭐ 70 · 💀) - pytest plugin that let you automate actions and.. Apache-2 BSD-3
+- nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
+- uiautomator (🥉27 · ⭐ 2.1K · 💀) - Python wrapper of Android uiautomator test tool. MIT
+- ddt (🥉27 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest. MIT
+- PyHamcrest (🥉26 · ⭐ 790 · 💤) - Hamcrest matchers for Python. ❗Unlicensed
+- pytest-watch (🥉26 · ⭐ 760 · 💀) - Local continuous test runner with pytest and watchdog. MIT MIT
+- pytest-lazy-fixture (🥉24 · ⭐ 390 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT BSD-2
+- assertpy (🥉21 · ⭐ 480 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
+- fake2db (🥉17 · ⭐ 2.3K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0
+- pytest-play (🥉16 · ⭐ 70 · 💀) - pytest plugin that let you automate actions and.. Apache-2
@@ -2277,14 +2277,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
🔗 Python.org Packaging - An Overview of Packaging for Python.
-pyinstaller (🥇41 · ⭐ 13K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
+pyinstaller (🥇44 · ⭐ 13K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 480 · 🔀 2K · 📥 750K · 📦 84K · 📋 5.6K - 5% open · ⏱️ 21.08.2025):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 480 · 🔀 2K · 📥 750K · 📦 84K · 📋 5.6K - 5% open · ⏱️ 26.08.2025):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (📦 1.2K · ⏱️ 03.08.2025):
+- [PyPi](https://pypi.org/project/pyinstaller) (📥 4.4M / month · 📦 1.2K · ⏱️ 03.08.2025):
```
pip install pyinstaller
```
@@ -2293,70 +2293,70 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyinstaller
```
Nuitka (🥇38 · ⭐ 14K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
+Nuitka (🥇39 · ⭐ 14K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 200 · 🔀 710 · 📦 3.4K · 📋 2.7K - 7% open · ⏱️ 14.08.2025):
+- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 200 · 🔀 710 · 📦 3.4K · 📋 2.7K - 8% open · ⏱️ 27.08.2025):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (📦 130 · ⏱️ 08.07.2025):
+- [PyPi](https://pypi.org/project/nuitka) (📥 170K / month · 📦 130 · ⏱️ 26.08.2025):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 2.1M · ⏱️ 09.07.2025):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 2.1M · ⏱️ 27.08.2025):
```
conda install -c conda-forge nuitka
```
packaging (🥈35 · ⭐ 670 · 📉) - Core utilities for Python packages. Apache-2
+packaging (🥇39 · ⭐ 670) - Core utilities for Python packages. Apache-2
-- [GitHub](https://github.com/pypa/packaging) (👨💻 120 · 🔀 270 · 📥 920 · 📦 1.8M · 📋 440 - 26% open · ⏱️ 15.08.2025):
+- [GitHub](https://github.com/pypa/packaging) (👨💻 120 · 🔀 270 · 📥 920 · 📦 1.8M · 📋 440 - 26% open · ⏱️ 25.08.2025):
```
git clone https://github.com/pypa/packaging
```
-- [PyPi](https://pypi.org/project/packaging) (📦 14K · ⏱️ 19.04.2025):
+- [PyPi](https://pypi.org/project/packaging) (📥 680M / month · 📦 14K · ⏱️ 19.04.2025):
```
pip install packaging
```
-- [Conda](https://anaconda.org/conda-forge/packaging) (📥 73M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/packaging) (📥 74M · ⏱️ 22.04.2025):
```
conda install -c conda-forge packaging
```
pex (🥈33 · ⭐ 4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
+pex (🥈34 · ⭐ 4.1K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pex-tool/pex) (👨💻 120 · 🔀 310 · 📥 2.3M · 📋 1.2K - 6% open · ⏱️ 21.08.2025):
+- [GitHub](https://github.com/pex-tool/pex) (👨💻 120 · 🔀 300 · 📥 2.4M · 📋 1.2K - 5% open · ⏱️ 27.08.2025):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (📦 61 · ⏱️ 19.08.2025):
+- [PyPi](https://pypi.org/project/pex) (📥 2.7M / month · 📦 61 · ⏱️ 27.08.2025):
```
pip install pex
```
briefcase (🥈30 · ⭐ 3K) - Tools to support converting a Python project into a standalone native.. BSD-3
+briefcase (🥈34 · ⭐ 3K) - Tools to support converting a Python project into a standalone native.. BSD-3
-- [GitHub](https://github.com/beeware/briefcase) (👨💻 190 · 🔀 450 · 📥 720 · 📦 830 · 📋 950 - 19% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/beeware/briefcase) (👨💻 190 · 🔀 460 · 📥 750 · 📦 830 · 📋 950 - 18% open · ⏱️ 26.08.2025):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (📦 37 · ⏱️ 10.07.2025):
+- [PyPi](https://pypi.org/project/briefcase) (📥 20K / month · 📦 38 · ⏱️ 26.08.2025):
```
pip install briefcase
```
cx_Freeze (🥈29 · ⭐ 1.5K) - Creates standalone executables from Python scripts with the.. ❗Unlicensed
+cx_Freeze (🥈30 · ⭐ 1.5K) - Creates standalone executables from Python scripts with the.. ❗Unlicensed
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 120 · 🔀 240 · 📋 1K - 4% open · ⏱️ 21.08.2025):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 120 · 🔀 240 · 📋 1K - 4% open · ⏱️ 26.08.2025):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (📦 120 · ⏱️ 11.08.2025):
+- [PyPi](https://pypi.org/project/cx_freeze) (📥 220K / month · 📦 120 · ⏱️ 11.08.2025):
```
pip install cx_freeze
```
@@ -2365,72 +2365,72 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge cx_freeze
```
py2exe (🥉26 · ⭐ 960) - Create standalone Windows programs from Python code. MIT
+py2exe (🥉29 · ⭐ 960) - Create standalone Windows programs from Python code. MIT
- [GitHub](https://github.com/py2exe/py2exe) (👨💻 24 · 🔀 100 · 📥 23K · 📦 2.2K · 📋 180 - 13% open · ⏱️ 15.07.2025):
```
git clone https://github.com/py2exe/py2exe
```
-- [PyPi](https://pypi.org/project/py2exe) (📦 11 · ⏱️ 16.07.2025):
+- [PyPi](https://pypi.org/project/py2exe) (📥 68K / month · 📦 11 · ⏱️ 16.07.2025):
```
pip install py2exe
```
constructor (🥉26 · ⭐ 490) - tool for creating installers from conda packages. BSD-3
+PyOxidizer (🥉27 · ⭐ 5.9K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0
-- [GitHub](https://github.com/conda/constructor) (👨💻 75 · 🔀 170 · 📥 290 · 📦 27 · 📋 420 - 10% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (👨💻 54 · 🔀 250 · 📥 24K · 📦 160 · 📋 570 - 58% open · ⏱️ 03.11.2024):
```
- git clone https://github.com/conda/constructor
+ git clone https://github.com/indygreg/PyOxidizer
```
-- [Conda](https://anaconda.org/anaconda/constructor) (📥 25K · ⏱️ 09.08.2025):
+- [PyPi](https://pypi.org/project/pyoxidizer) (📥 38K / month · 📦 2 · ⏱️ 02.01.2023):
```
- conda install -c anaconda constructor
+ pip install pyoxidizer
```
PyOxidizer (🥉25 · ⭐ 5.9K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0
+constructor (🥉26 · ⭐ 490) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/indygreg/PyOxidizer) (👨💻 54 · 🔀 250 · 📥 24K · 📦 160 · 📋 570 - 58% open · ⏱️ 03.11.2024):
+- [GitHub](https://github.com/conda/constructor) (👨💻 76 · 🔀 170 · 📥 290 · 📦 27 · 📋 420 - 9% open · ⏱️ 28.08.2025):
```
- git clone https://github.com/indygreg/PyOxidizer
+ git clone https://github.com/conda/constructor
```
-- [PyPi](https://pypi.org/project/pyoxidizer) (📦 2 · ⏱️ 02.01.2023):
+- [Conda](https://anaconda.org/anaconda/constructor) (📥 25K · ⏱️ 09.08.2025):
```
- pip install pyoxidizer
+ conda install -c anaconda constructor
```
shiv (🥉20 · ⭐ 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) (👨💻 43 · 🔀 110 · 📥 2K · 📋 140 - 45% open · ⏱️ 04.11.2024):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (📦 16 · ⏱️ 01.11.2024):
+- [PyPi](https://pypi.org/project/shiv) (📥 140K / month · 📦 16 · ⏱️ 01.11.2024):
```
pip install shiv
```
pynsist (🥉20 · ⭐ 980 · 💤) - Build Windows installers for Python applications. MIT
+pynsist (🥉23 · ⭐ 980 · 💤) - Build Windows installers for Python applications. MIT
- [GitHub](https://github.com/takluyver/pynsist) (👨💻 31 · 🔀 120 · 📦 250 · 📋 180 - 18% open · ⏱️ 05.01.2025):
```
git clone https://github.com/takluyver/pynsist
```
-- [PyPi](https://pypi.org/project/pynsist) (📦 14 · ⏱️ 21.03.2022):
+- [PyPi](https://pypi.org/project/pynsist) (📥 2.5K / month · 📦 14 · ⏱️ 21.03.2022):
```
pip install pynsist
```
Show 4 hidden projects...
-- py2app (🥉23 · ⭐ 400 · 💀) - py2app is a Python setuptools command which will allow you to make.. MIT
-- xar (🥉18 · ⭐ 1.6K · 💀) - executable archive format. BSD-3
+- py2app (🥉27 · ⭐ 400 · 💀) - py2app is a Python setuptools command which will allow you to make.. MIT
+- xar (🥉21 · ⭐ 1.6K · 💀) - executable archive format. BSD-3
- subpar (🥉13 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (🥉10 · ⭐ 42 · 💀) - pyship - ship Python desktop apps to end users. MIT
+- pyship (🥉11 · ⭐ 43 · 💀) - pyship - ship Python desktop apps to end users. MIT
@@ -2438,14 +2438,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-setuptools (🥇42 · ⭐ 2.7K · 📉) - Official project repository for the Setuptools build system. MIT
+setuptools (🥇45 · ⭐ 2.7K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (👨💻 630 · 🔀 1.3K · 📦 810K · 📋 2.8K - 23% open · ⏱️ 20.07.2025):
+- [GitHub](https://github.com/pypa/setuptools) (👨💻 630 · 🔀 1.3K · 📦 820K · 📋 2.8K - 23% open · ⏱️ 20.07.2025):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (📦 29K · ⏱️ 27.05.2025):
+- [PyPi](https://pypi.org/project/setuptools) (📥 690M / month · 📦 29K · ⏱️ 27.05.2025):
```
pip install setuptools
```
@@ -2454,14 +2454,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge setuptools
```
scons (🥇37 · ⭐ 2.3K) - SCons - a software construction tool. MIT
+scons (🥇39 · ⭐ 2.3K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/SCons/scons) (👨💻 170 · 🔀 330 · 📥 1.8K · 📦 3.9K · 📋 3.5K - 18% open · ⏱️ 17.08.2025):
+- [GitHub](https://github.com/SCons/scons) (👨💻 170 · 🔀 330 · 📥 1.8K · 📦 3.9K · 📋 3.5K - 18% open · ⏱️ 21.08.2025):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (📦 52 · ⏱️ 27.03.2025):
+- [PyPi](https://pypi.org/project/scons) (📥 810K / month · 📦 52 · ⏱️ 27.03.2025):
```
pip install scons
```
@@ -2470,46 +2470,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge scons
```
setuptools_scm (🥈36 · ⭐ 920 · 📈) - the blessed package to manage your versions by scm tags. MIT
+setuptools_scm (🥇39 · ⭐ 920) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools-scm) (👨💻 150 · 🔀 220 · 📦 32K · 📋 640 - 5% open · ⏱️ 17.08.2025):
+- [GitHub](https://github.com/pypa/setuptools-scm) (👨💻 150 · 🔀 220 · 📥 1 · 📦 32K · 📋 640 - 5% open · ⏱️ 17.08.2025):
```
git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (📦 2.2K · ⏱️ 16.08.2025):
+- [PyPi](https://pypi.org/project/setuptools_scm) (📥 82M / month · 📦 2.2K · ⏱️ 16.08.2025):
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 5M · ⏱️ 16.08.2025):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 5.1M · ⏱️ 16.08.2025):
```
conda install -c conda-forge setuptools_scm
```
buildbot (🥈35 · ⭐ 5.4K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
-
-- [GitHub](https://github.com/buildbot/buildbot) (👨💻 890 · 🔀 1.6K · 📥 120K · 📦 390 · 📋 1.8K - 42% open · ⏱️ 02.07.2025):
-
- ```
- git clone https://github.com/buildbot/buildbot
- ```
-- [PyPi](https://pypi.org/project/buildbot) (📦 20 · ⏱️ 12.05.2025):
- ```
- pip install buildbot
- ```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 160K · ⏱️ 13.05.2025):
- ```
- conda install -c conda-forge buildbot
- ```
-twine (🥈34 · ⭐ 1.7K) - Utilities for interacting with PyPI. Apache-2
+twine (🥈37 · ⭐ 1.7K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (👨💻 130 · 🔀 320 · 📥 83 · 📦 120K · 📋 550 - 9% open · ⏱️ 12.08.2025):
+- [GitHub](https://github.com/pypa/twine) (👨💻 130 · 🔀 320 · 📥 84 · 📦 130K · 📋 550 - 9% open · ⏱️ 12.08.2025):
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (📦 17K · ⏱️ 21.01.2025):
+- [PyPi](https://pypi.org/project/twine) (📥 19M / month · 📦 17K · ⏱️ 21.01.2025):
```
pip install twine
```
@@ -2518,14 +2502,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge twine
```
wheel (🥈34 · ⭐ 540) - The official binary distribution format for Python. MIT
+wheel (🥈37 · ⭐ 540) - The official binary distribution format for Python. MIT
- [GitHub](https://github.com/pypa/wheel) (👨💻 86 · 🔀 160 · 📦 370K · 📋 420 - 3% open · ⏱️ 31.07.2025):
```
git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/wheel) (📦 14K · ⏱️ 08.04.2025):
+- [PyPi](https://pypi.org/project/wheel) (📥 280M / month · 📦 14K · ⏱️ 08.04.2025):
```
pip install wheel
```
@@ -2534,14 +2518,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge wheel
```
invoke (🥉32 · ⭐ 4.6K) - Pythonic task management & command execution. BSD-2
+buildbot (🥈36 · ⭐ 5.4K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
+
+- [GitHub](https://github.com/buildbot/buildbot) (👨💻 890 · 🔀 1.6K · 📥 120K · 📦 390 · 📋 1.8K - 42% open · ⏱️ 02.07.2025):
+
+ ```
+ git clone https://github.com/buildbot/buildbot
+ ```
+- [PyPi](https://pypi.org/project/buildbot) (📥 32K / month · 📦 20 · ⏱️ 12.05.2025):
+ ```
+ pip install buildbot
+ ```
+- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 160K · ⏱️ 13.05.2025):
+ ```
+ conda install -c conda-forge buildbot
+ ```
+invoke (🥈36 · ⭐ 4.6K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 60 · 🔀 370 · 📦 30K · 📋 830 - 51% open · ⏱️ 15.06.2025):
+- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 60 · 🔀 370 · 📦 31K · 📋 830 - 51% open · ⏱️ 15.06.2025):
```
git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/invoke) (📦 1K · ⏱️ 12.07.2023):
+- [PyPi](https://pypi.org/project/invoke) (📥 37M / month · 📦 1K · ⏱️ 12.07.2023):
```
pip install invoke
```
@@ -2550,56 +2550,56 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge invoke
```
flit (🥉30 · ⭐ 2.2K) - Simplified packaging of Python modules. BSD-3
+flit (🥉34 · ⭐ 2.2K) - Simplified packaging of Python modules. BSD-3
- [GitHub](https://github.com/pypa/flit) (👨💻 80 · 🔀 150 · 📦 2.5K · 📋 440 - 30% open · ⏱️ 13.08.2025):
```
git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/flit) (📦 930 · ⏱️ 25.03.2025):
+- [PyPi](https://pypi.org/project/flit) (📥 7.9M / month · 📦 930 · ⏱️ 25.03.2025):
```
pip install flit
```
-- [Conda](https://anaconda.org/conda-forge/flit) (📥 270K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/flit) (📥 280K · ⏱️ 22.04.2025):
```
conda install -c conda-forge flit
```
pybuilder (🥉26 · ⭐ 1.8K) - Software build automation tool for Python. Apache-2
+pybuilder (🥉27 · ⭐ 1.8K) - Software build automation tool for Python. Apache-2
-- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 260 · 📋 530 - 19% open · ⏱️ 30.07.2025):
+- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 270 · 📋 530 - 19% open · ⏱️ 23.08.2025):
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (📦 6 · ⏱️ 30.07.2025):
+- [PyPi](https://pypi.org/project/pybuilder) (📥 52K / month · 📦 6 · ⏱️ 23.08.2025):
```
pip install pybuilder
```
-- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 300K · ⏱️ 30.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 300K · ⏱️ 28.08.2025):
```
conda install -c conda-forge pybuilder
```
universal-build (🥉12 · ⭐ 25 · 💀) - Universal build utilities for containerized build pipelines. MIT
+universal-build (🥉13 · ⭐ 25 · 💀) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (👨💻 5 · 🔀 8 · 📥 23 · 📋 4 - 25% open · ⏱️ 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (📦 7 · ⏱️ 16.11.2021):
+- [PyPi](https://pypi.org/project/universal-build) (📥 86 / month · 📦 7 · ⏱️ 16.11.2021):
```
pip install universal-build
```
Show 4 hidden projects...
-- doit (🥉28 · ⭐ 2K · 💀) - CLI task management & automation tool. MIT
-- buildout (🥉28 · ⭐ 590) - Buildout is a deployment automation tool written in and extended.. ❗️ZPL-2.1
-- paver (🥉19 · ⭐ 460 · 💀) - Python-based project scripting. BSD-3
-- pynt (🥉15 · ⭐ 160 · 💀) - A pynt of Python build. MIT
+- doit (🥉31 · ⭐ 2K · 💀) - CLI task management & automation tool. MIT
+- buildout (🥉29 · ⭐ 590) - Buildout is a deployment automation tool written in and extended.. ❗️ZPL-2.1
+- paver (🥉22 · ⭐ 460 · 💀) - Python-based project scripting. BSD-3
+- pynt (🥉18 · ⭐ 160 · 💀) - A pynt of Python build. MIT
@@ -2607,62 +2607,62 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-psutil (🥇43 · ⭐ 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (🥇46 · ⭐ 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (👨💻 220 · 🔀 1.4K · 📦 750K · 📋 1.9K - 19% open · ⏱️ 15.08.2025):
+- [GitHub](https://github.com/giampaolo/psutil) (👨💻 220 · 🔀 1.4K · 📦 750K · 📋 1.9K - 19% open · ⏱️ 24.08.2025):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (📦 16K · ⏱️ 13.02.2025):
+- [PyPi](https://pypi.org/project/psutil) (📥 200M / month · 📦 16K · ⏱️ 13.02.2025):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (📥 49M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/psutil) (📥 50M · ⏱️ 22.08.2025):
```
conda install -c conda-forge psutil
```
Glances (🥇37 · ⭐ 30K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
+Glances (🥇39 · ⭐ 30K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
-- [GitHub](https://github.com/nicolargo/glances) (👨💻 200 · 🔀 1.6K · 📥 1.7K · 📦 1.2K · 📋 2.1K - 6% open · ⏱️ 17.08.2025):
+- [GitHub](https://github.com/nicolargo/glances) (👨💻 200 · 🔀 1.6K · 📥 1.7K · 📦 1.2K · 📋 2.1K - 6% open · ⏱️ 24.08.2025):
```
git clone https://github.com/nicolargo/glances
```
-- [PyPi](https://pypi.org/project/glances) (📦 4 · ⏱️ 09.07.2025):
+- [PyPi](https://pypi.org/project/glances) (📥 260K / month · 📦 4 · ⏱️ 09.07.2025):
```
pip install glances
```
-- [Conda](https://anaconda.org/conda-forge/glances) (📥 340K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/glances) (📥 350K · ⏱️ 22.04.2025):
```
conda install -c conda-forge glances
```
memray (🥈34 · ⭐ 14K · 📈) - Memray is a memory profiler for Python. Apache-2
+memray (🥈37 · ⭐ 14K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (👨💻 59 · 🔀 420 · 📦 1.4K · 📋 250 - 16% open · ⏱️ 18.08.2025):
+- [GitHub](https://github.com/bloomberg/memray) (👨💻 59 · 🔀 420 · 📦 1.5K · 📋 250 - 16% open · ⏱️ 18.08.2025):
```
git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/memray) (📦 98 · ⏱️ 08.08.2025):
+- [PyPi](https://pypi.org/project/memray) (📥 5.5M / month · 📦 98 · ⏱️ 08.08.2025):
```
pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/memray) (📥 490K · ⏱️ 09.08.2025):
+- [Conda](https://anaconda.org/conda-forge/memray) (📥 500K · ⏱️ 09.08.2025):
```
conda install -c conda-forge memray
```
py-spy (🥈33 · ⭐ 14K) - Sampling profiler for Python programs. MIT
+py-spy (🥈36 · ⭐ 14K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (👨💻 53 · 🔀 470 · 📥 33K · 📦 6.8K · 📋 430 - 47% open · ⏱️ 18.08.2025):
+- [GitHub](https://github.com/benfred/py-spy) (👨💻 53 · 🔀 470 · 📥 33K · 📦 6.9K · 📋 430 - 47% open · ⏱️ 18.08.2025):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (📦 110 · ⏱️ 31.07.2025):
+- [PyPi](https://pypi.org/project/py-spy) (📥 8.8M / month · 📦 110 · ⏱️ 31.07.2025):
```
pip install py-spy
```
@@ -2675,58 +2675,58 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
cargo install py-spy
```
pyinstrument (🥈33 · ⭐ 7.3K · 📉) - Call stack profiler for Python. Shows you why your code is.. BSD-3
+pyinstrument (🥈36 · ⭐ 7.3K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
-- [GitHub](https://github.com/joerick/pyinstrument) (👨💻 70 · 🔀 250 · 📦 3.7K · 📋 180 - 14% open · ⏱️ 12.08.2025):
+- [GitHub](https://github.com/joerick/pyinstrument) (👨💻 70 · 🔀 250 · 📦 3.7K · 📋 180 - 15% open · ⏱️ 26.08.2025):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (📦 210 · ⏱️ 12.08.2025):
+- [PyPi](https://pypi.org/project/pyinstrument) (📥 4.2M / month · 📦 210 · ⏱️ 12.08.2025):
```
pip install pyinstrument
```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 820K · ⏱️ 12.08.2025):
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 830K · ⏱️ 27.08.2025):
```
conda install -c conda-forge pyinstrument
```
Scalene (🥈30 · ⭐ 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
+Scalene (🥈35 · ⭐ 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 57 · 🔀 420 · 📦 900 · 📋 500 - 33% open · ⏱️ 20.08.2025):
+- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 57 · 🔀 420 · 📦 900 · 📋 500 - 33% open · ⏱️ 26.08.2025):
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (📦 45 · ⏱️ 09.08.2025):
+- [PyPi](https://pypi.org/project/scalene) (📥 260K / month · 📦 47 · ⏱️ 25.08.2025):
```
pip install scalene
```
line_profiler (🥈29 · ⭐ 3.1K) - Line-by-line profiling for Python. BSD-3
+line_profiler (🥈30 · ⭐ 3.1K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/pyutils/line_profiler) (👨💻 51 · 🔀 130 · 📥 1K · 📋 130 - 36% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/pyutils/line_profiler) (👨💻 51 · 🔀 130 · 📥 1.7K · 📋 130 - 36% open · ⏱️ 19.08.2025):
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (📦 300 · ⏱️ 23.07.2025):
+- [PyPi](https://pypi.org/project/line_profiler) (📥 1.5M / month · 📦 300 · ⏱️ 23.07.2025):
```
pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 3.9M · ⏱️ 24.07.2025):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 4M · ⏱️ 24.07.2025):
```
conda install -c conda-forge line_profiler
```
Bpytop (🥉27 · ⭐ 11K) - Linux/OSX/FreeBSD resource monitor. Apache-2
+Bpytop (🥉29 · ⭐ 11K) - Linux/OSX/FreeBSD resource monitor. Apache-2
- [GitHub](https://github.com/aristocratos/bpytop) (👨💻 36 · 🔀 420 · 📦 230 · 📋 320 - 27% open · ⏱️ 01.06.2025):
```
git clone https://github.com/aristocratos/bpytop
```
-- [PyPi](https://pypi.org/project/bpytop) (📦 1 · ⏱️ 22.12.2021):
+- [PyPi](https://pypi.org/project/bpytop) (📥 18K / month · 📦 1 · ⏱️ 22.12.2021):
```
pip install bpytop
```
@@ -2735,14 +2735,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge bpytop
```
Yappi (🥉24 · ⭐ 1.6K · 💤) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
+Yappi (🥉27 · ⭐ 1.6K · 💤) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/sumerc/yappi) (👨💻 31 · 🔀 75 · 📦 1.5K · 📋 85 - 24% open · ⏱️ 12.11.2024):
+- [GitHub](https://github.com/sumerc/yappi) (👨💻 31 · 🔀 76 · 📦 1.5K · 📋 85 - 24% open · ⏱️ 12.11.2024):
```
git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/yappi) (📦 63 · ⏱️ 12.11.2024):
+- [PyPi](https://pypi.org/project/yappi) (📥 1.2M / month · 📦 63 · ⏱️ 12.11.2024):
```
pip install yappi
```
@@ -2751,14 +2751,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge yappi
```
pympler (🥉24 · ⭐ 1.3K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
+pympler (🥉27 · ⭐ 1.4K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
- [GitHub](https://github.com/pympler/pympler) (👨💻 30 · 🔀 89 · 📋 120 - 51% open · ⏱️ 07.06.2025):
```
git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/pympler) (📦 260 · ⏱️ 28.06.2024):
+- [PyPi](https://pypi.org/project/pympler) (📥 3.8M / month · 📦 260 · ⏱️ 28.06.2024):
```
pip install pympler
```
@@ -2769,13 +2769,13 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 8 hidden projects...
-- memory-profiler (🥉27 · ⭐ 4.5K · 💀) - Monitor Memory usage of Python code. BSD-3
-- memory_profiler (🥉25 · ⭐ 4.4K · 💀) - Monitor Memory usage of Python code. BSD-3
-- Diamond (🥉25 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-- vprof (🥉20 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2
-- Profiling (🥉18 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
-- heartrate (🥉18 · ⭐ 1.8K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
-- pyheat (🥉15 · ⭐ 840 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+- memory-profiler (🥉29 · ⭐ 4.5K · 💀) - 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 · ⭐ 4.4K · 💀) - Monitor Memory usage of Python code. BSD-3
+- vprof (🥉24 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2
+- Profiling (🥉20 · ⭐ 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
- livepython (🥉12 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time. MIT
@@ -2784,14 +2784,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-executing (🥇27 · ⭐ 360) - Get information about what a Python frame is currently doing,.. MIT
+executing (🥇30 · ⭐ 360) - Get information about what a Python frame is currently doing,.. MIT
- [GitHub](https://github.com/alexmojaki/executing) (👨💻 11 · 🔀 36 · 📦 320K · 📋 54 - 40% open · ⏱️ 20.08.2025):
```
git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/executing) (📦 630 · ⏱️ 22.01.2025):
+- [PyPi](https://pypi.org/project/executing) (📥 69M / month · 📦 630 · ⏱️ 22.01.2025):
```
pip install executing
```
@@ -2800,28 +2800,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge executing
```
gast (🥉24 · ⭐ 150) - Python AST that abstracts the underlying Python version. BSD-3
+gast (🥈27 · ⭐ 150) - Python AST that abstracts the underlying Python version. BSD-3
-- [GitHub](https://github.com/serge-sans-paille/gast) (👨💻 11 · 🔀 37 · 📦 210K · 📋 38 - 2% open · ⏱️ 16.02.2025):
+- [GitHub](https://github.com/serge-sans-paille/gast) (👨💻 11 · 🔀 37 · 📦 210K · 📋 38 - 2% open · ⏱️ 25.08.2025):
```
git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/gast) (📦 440 · ⏱️ 27.06.2024):
+- [PyPi](https://pypi.org/project/gast) (📥 20M / month · 📦 440 · ⏱️ 27.06.2024):
```
pip install gast
```
-- [Conda](https://anaconda.org/conda-forge/gast) (📥 3.4M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/gast) (📥 3.5M · ⏱️ 22.04.2025):
```
conda install -c conda-forge gast
```
Show 4 hidden projects...
-- astor (🥈25 · ⭐ 850 · 💀) - Python AST read/write. BSD-3
-- astunparse (🥈25 · ⭐ 230 · 💀) - An AST unparser for Python. BSD-3
-- typed_ast (🥉24 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
-- asteval (🥉21 · ⭐ 200 · 💀) - minimalistic evaluator of python expression using ast module. MIT
+- astunparse (🥈28 · ⭐ 230 · 💀) - An AST unparser for Python. BSD-3
+- astor (🥈27 · ⭐ 850 · 💀) - Python AST read/write. BSD-3
+- typed_ast (🥉26 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
+- asteval (🥉23 · ⭐ 200 · 💀) - minimalistic evaluator of python expression using ast module. MIT
@@ -2829,18 +2829,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-pre-commit (🥇39 · ⭐ 14K) - A framework for managing and maintaining multi-language pre-commit.. MIT
+pre-commit (🥇42 · ⭐ 14K) - A framework for managing and maintaining multi-language pre-commit.. MIT
- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 160 · 🔀 890 · 📥 3.4M · 📦 250K · 📋 2.2K - 1% open · ⏱️ 13.08.2025):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (📦 21K · ⏱️ 09.08.2025):
+- [PyPi](https://pypi.org/project/pre-commit) (📥 61M / month · 📦 21K · ⏱️ 09.08.2025):
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 7.6M · ⏱️ 10.08.2025):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 7.7M · ⏱️ 10.08.2025):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2025-08-28_changes.md b/history/2025-08-28_changes.md
new file mode 100644
index 0000000..82d3991
--- /dev/null
+++ b/history/2025-08-28_changes.md
@@ -0,0 +1,10 @@
+## 📈 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._
+
+- playwright-python (🥈39 · ⭐ 14K · 📈) - Python version of the Playwright testing and.. Apache-2
+- pdoc (🥈32 · ⭐ 2.2K · 📈) - API Documentation for Python Projects. ❗️MIT-0
+- sphinx-autobuild (🥈31 · ⭐ 580 · 📈) - Watch a Sphinx directory and rebuild the.. MIT MIT
+- detect-secrets (🥉29 · ⭐ 4.2K · 💤) - An enterprise friendly way of detecting and preventing.. Apache-2
+
diff --git a/history/2025-08-28_projects.csv b/history/2025-08-28_projects.csv
new file mode 100644
index 0000000..3d44cb1
--- /dev/null
+++ b/history/2025-08-28_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,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,pypi_id,conda_id,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,labels,github_release_downloads,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 13:09:27.000,2025-08-21 18:40:57.000,2025-08-21 18:40:55,359.0,13.0,187.0,57.0,211.0,1.0,3.0,2582.0,2025-08-21 18:41:02.000,2025.08.21,100.0,16.0,0,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 07:48:22.000,2025-08-21 19:51:44.000,2025-08-21 19:51:42,406.0,17.0,100.0,16.0,312.0,2.0,33.0,1483.0,2023-06-29 18:48:34.000,2023.06.29,68.0,61.0,0,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,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2025-08-28 13:59:24.000,2025-08-28 13:59:24,12819.0,262.0,2977.0,240.0,8228.0,2962.0,8761.0,19701.0,2025-07-31 07:53:03.000,1.17.1,129.0,809.0,49,True,,mypy,conda-forge/mypy,346630.0,320580.0,https://pypi.org/project/mypy,2025-07-31 07:53:03.000,26050.0,67939733.0,68033749.0,https://anaconda.org/conda-forge/mypy,2025-08-27 19:57:07.838,5829035.0,1.0,,,,,,,,,,,,,,,,,,,,
+5,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 20:28:27.000,2025-08-27 10:19:40.000,2025-08-27 10:19:40,16743.0,110.0,2845.0,191.0,6469.0,928.0,5282.0,13015.0,2025-06-18 05:48:45.000,8.4.1,185.0,1048.0,49,True,,pytest,conda-forge/pytest,1730624.0,1654797.0,https://pypi.org/project/pytest,2025-06-18 05:48:03.000,75827.0,258806983.0,259484234.0,https://anaconda.org/conda-forge/pytest,2025-06-18 09:43:54.192,39262010.0,1.0,['pytest'],23069.0,,,,,,,,,,,,,,,,,,
+6,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 15:28:09.000,2025-08-13 10:52:09.000,2025-08-13 10:52:09,4284.0,66.0,1859.0,535.0,1284.0,280.0,1223.0,53488.0,2025-07-25 07:35:18.000,14.1.0,200.0,276.0,47,True,,rich,conda-forge/rich,495002.0,472892.0,https://pypi.org/project/rich,2025-07-25 07:32:56.000,22110.0,191915579.0,192152745.0,https://anaconda.org/conda-forge/rich,2025-07-25 09:53:40.750,14467156.0,1.0,,,,,,,,,,,,,,,,,,,,
+7,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2025-08-25 20:22:49.000,2025-08-25 20:22:49,15392.0,121.0,3129.0,321.0,5888.0,1080.0,6628.0,9916.0,2025-05-02 15:13:59.000,25.1.1,151.0,839.0,47,True,,pip,conda-forge/pip,248156.0,242873.0,https://pypi.org/project/pip,2025-07-30 21:50:13.000,5283.0,451386246.0,454038649.0,https://anaconda.org/conda-forge/pip,2025-07-31 01:24:05.568,167101416.0,1.0,,,,,,,,,,,,,,,,,,,,
+8,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 14:01:48.000,2025-08-24 13:54:51.000,2025-08-24 13:54:50,6309.0,79.0,1421.0,230.0,788.0,356.0,1510.0,10790.0,2025-02-13 21:54:12.000,7.0.0,97.0,223.0,46,True,,psutil,conda-forge/psutil,766120.0,750044.0,https://pypi.org/project/psutil,2025-02-13 21:54:12.000,16076.0,199966136.0,200780176.0,https://anaconda.org/conda-forge/psutil,2025-08-22 08:38:32.463,49656472.0,1.0,,,,,,,,,,,,,,,,,,,,
+9,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2025-07-08 19:36:14.983,2025-07-07 21:44:30,9196.0,34.0,1875.0,360.0,2014.0,232.0,4088.0,25089.0,2025-07-07 21:45:44.000,2025.0.4,401.0,529.0,45,True,,pipenv,conda-forge/pipenv,174222.0,173975.0,https://pypi.org/project/pipenv,2025-07-07 21:45:44.000,247.0,25579506.0,25583990.0,https://anaconda.org/conda-forge/pipenv,2025-07-08 19:36:14.983,282515.0,1.0,,,,,,,,,,,,,,,,,,,,
+10,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 14:02:33.000,2025-08-15 21:21:45.000,2025-07-20 17:02:56,16478.0,23.0,1304.0,100.0,1942.0,659.0,2137.0,2746.0,2025-05-27 00:56:55.000,80.9.0,624.0,630.0,45,True,,setuptools,conda-forge/setuptools,844681.0,815582.0,https://pypi.org/project/setuptools,2025-05-27 00:56:49.000,29099.0,690976611.0,693490793.0,https://anaconda.org/conda-forge/setuptools,2025-06-01 19:09:46.361,158393472.0,1.0,,,,,,,,,,,,,,,,,,,,
+11,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2025-08-25 10:19:06.000,2025-08-19 12:31:00,2014.0,27.0,2614.0,235.0,1950.0,361.0,2395.0,40864.0,2025-01-29 04:15:38.000,25.1.0,65.0,469.0,44,True,,black,conda-forge/black,675272.0,638734.0,https://pypi.org/project/black,2025-01-29 04:15:38.000,36538.0,78380812.0,78655516.0,https://anaconda.org/conda-forge/black,2025-04-22 14:56:50.293,16656306.0,1.0,,127078.0,,,,,,,,,,,,,,,,,,
+12,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 11:05:56.000,2025-08-26 23:28:56.000,2025-08-26 23:28:55,9807.0,65.0,1995.0,229.0,2599.0,284.0,5272.0,12574.0,2025-08-03 18:34:44.000,6.15.0,75.0,481.0,44,True,,pyinstaller,conda-forge/pyinstaller,85420.0,84170.0,https://pypi.org/project/pyinstaller,2025-08-03 18:31:52.000,1250.0,4391840.0,4421029.0,https://anaconda.org/conda-forge/pyinstaller,2025-08-03 23:51:43.456,1316373.0,1.0,,751486.0,,,,,,,,,,,,,,,,,,
+13,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2025-08-27 14:42:49.000,2025-08-27 09:54:15,22180.0,149.0,2225.0,165.0,6331.0,1238.0,6104.0,7331.0,2025-03-02 22:31:56.000,8.2.3,229.0,885.0,44,False,,sphinx,conda-forge/sphinx,487940.0,460584.0,https://pypi.org/project/sphinx,2025-03-02 22:31:56.000,27356.0,59042780.0,59233021.0,https://anaconda.org/conda-forge/sphinx,2025-08-25 11:16:34.034,11985215.0,1.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+14,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 05:40:02.000,2025-08-26 04:42:31.000,2025-08-26 04:42:30,9706.0,83.0,1177.0,77.0,4697.0,1005.0,4799.0,5549.0,2025-08-09 09:12:54.000,3.3.8,204.0,613.0,44,True,pylint-dev/pylint,pylint,conda-forge/pylint,491290.0,480494.0,https://pypi.org/project/pylint,2025-08-09 09:12:54.000,10796.0,34740274.0,34846617.0,https://anaconda.org/conda-forge/pylint,2025-08-09 15:03:11.912,6593067.0,1.0,,251.0,,,,,,,,,,,,,,,,,,
+15,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2025-08-25 18:23:06.000,2025-08-18 18:45:46,999.0,64.0,1062.0,170.0,1539.0,19.0,1362.0,4962.0,2025-08-13 14:24:40.000,20.34.0,241.0,295.0,44,True,,virtualenv,conda-forge/virtualenv,488523.0,486620.0,https://pypi.org/project/virtualenv,2025-08-13 14:24:05.000,1903.0,255775264.0,256026960.0,https://anaconda.org/conda-forge/virtualenv,2025-08-13 19:05:39.101,14598395.0,2.0,,,,,,,,,,,,,,,,,,,,
+16,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 22:09:23.000,2025-08-28 08:29:22.000,2025-08-28 08:29:14,6637.0,52.0,3858.0,146.0,3271.0,3.0,2621.0,24336.0,2025-08-22 08:21:44.000,9.6.18,429.0,322.0,43,True,,mkdocs-material,conda-forge/mkdocs-material,77969.0,72692.0,https://pypi.org/project/mkdocs-material,2025-08-22 08:21:44.000,5277.0,10945818.0,10957850.0,https://anaconda.org/conda-forge/mkdocs-material,2025-08-22 16:08:10.824,758025.0,1.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+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 11:10:38.000,2025-08-28 06:36:20.000,2025-08-28 06:36:20,15106.0,48.0,2466.0,481.0,815.0,280.0,4433.0,11014.0,2025-07-04 14:43:52.000,7.3.2,145.0,218.0,43,True,,robotframework,conda-forge/robotframework,14628.0,13677.0,https://pypi.org/project/robotframework,2025-07-04 14:35:54.000,951.0,3691832.0,3696210.0,https://anaconda.org/conda-forge/robotframework,2025-07-07 01:12:14.679,231826.0,1.0,,576.0,,,,,,,,,,,,,,,,,,
+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 22:08:03.000,2025-08-26 16:39:12.000,2025-08-26 16:39:12,17395.0,117.0,1881.0,186.0,4909.0,626.0,9573.0,7060.0,2025-08-04 14:05:01.000,25.7.0,104.0,466.0,43,True,,conda,conda-forge/conda,51799.0,51716.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,83.0,14489.0,1033175.0,https://anaconda.org/conda-forge/conda,2025-08-05 15:01:02.471,64157259.0,1.0,,28213.0,,,,,,,,,,,,,,,,,,
+19,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 00:39:38.000,2025-08-13 14:21:40.000,2025-08-13 14:21:38,2767.0,16.0,891.0,91.0,1272.0,33.0,2192.0,14243.0,2025-08-09 18:59:03.000,4.3.0,198.0,164.0,42,True,,pre-commit,conda-forge/pre-commit,270697.0,250165.0,https://pypi.org/project/pre-commit,2025-08-09 18:56:13.000,20532.0,61213431.0,61387736.0,https://anaconda.org/conda-forge/pre-commit,2025-08-10 13:09:51.846,7665819.0,1.0,,3404910.0,,,,,,,,,,,,,,,,,,
+20,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 17:06:24.000,2025-08-12 02:07:23.000,2025-08-12 02:07:21,2490.0,13.0,332.0,37.0,385.0,22.0,1580.0,3671.0,2025-06-20 19:31:34.000,7.3.0,94.0,178.0,42,True,,flake8,conda-forge/flake8,690768.0,664234.0,https://pypi.org/project/flake8,2025-06-20 19:31:34.000,26534.0,46615093.0,46760003.0,https://anaconda.org/conda-forge/flake8,2025-06-26 20:01:55.726,9129382.0,1.0,,,,,,,,,,,,,,,,,,,,
+21,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 13:13:14.000,2025-05-22 12:10:29.000,2024-11-12 13:36:45,2019.0,,1398.0,211.0,586.0,569.0,587.0,30332.0,2024-11-27 19:23:27.000,4.67.1,142.0,129.0,41,True,,tqdm,conda-forge/tqdm,1196111.0,1152190.0,https://pypi.org/project/tqdm,2024-11-24 20:12:19.000,43921.0,217187705.0,217838846.0,https://anaconda.org/conda-forge/tqdm,2025-04-22 14:56:23.993,40358346.0,1.0,,14953.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2024-12-14 01:39:50.951159,3.0,5255.0,,,,,,,,,,,,,
+22,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 13:51:19.000,2025-08-28 10:33:56.000,2025-08-28 10:33:50,16516.0,480.0,620.0,71.0,2813.0,81.0,1629.0,8039.0,2025-08-28 10:34:20.000,hypothesis-python-6.138.7,1423.0,351.0,41,True,,hypothesis,conda-forge/hypothesis,37488.0,34695.0,https://pypi.org/project/hypothesis,2025-08-28 10:33:56.000,2793.0,20381223.0,20610132.0,https://anaconda.org/conda-forge/hypothesis,2025-08-27 21:37:03.060,14421315.0,1.0,,,,,,,,,,,,,,,,,,,,
+23,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 23:12:30.000,2025-06-24 10:28:21.000,2025-06-24 10:28:18,8467.0,9.0,515.0,113.0,616.0,85.0,1361.0,5991.0,2024-11-11 01:41:40.000,0.19.2,35.0,175.0,41,True,,jedi,conda-forge/jedi,583144.0,581991.0,https://pypi.org/project/jedi,2024-11-11 01:41:40.000,1153.0,76494469.0,77020846.0,https://anaconda.org/conda-forge/jedi,2025-04-22 14:56:29.139,32635423.0,1.0,,,,,,,,,,,,,,,,,,,,
+24,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 15:23:47.000,2025-08-27 11:42:33.000,2025-08-27 11:42:33,3616.0,27.0,2373.0,190.0,3185.0,584.0,5715.0,33882.0,2025-08-05 03:54:05.000,2.1.4,179.0,610.0,40,True,,poetry,conda-forge/poetry,849.0,,https://pypi.org/project/poetry,2025-08-05 03:54:05.000,849.0,69900833.0,70168962.0,https://anaconda.org/conda-forge/poetry,2025-08-05 05:55:56.120,4864838.0,2.0,,15552449.0,,,,,,,,,,,,,,,,,,
+25,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2025-08-03 20:02:22.000,2025-08-03 20:02:22,2116.0,1.0,2530.0,232.0,1331.0,122.0,1987.0,20946.0,2024-08-30 12:24:05.000,1.6.1,62.0,260.0,40,True,,mkdocs,conda-forge/mkdocs,94630.0,88318.0,https://pypi.org/project/mkdocs,2024-08-30 12:24:05.000,6312.0,9218518.0,9229835.0,https://anaconda.org/conda-forge/mkdocs,2025-04-22 14:56:22.183,565870.0,1.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+26,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 22:22:53.000,2025-06-19 23:11:07.000,2025-06-19 23:10:50,4332.0,3.0,602.0,46.0,1051.0,234.0,1115.0,6815.0,2025-02-26 21:15:25.000,6.0.1,148.0,315.0,40,True,,isort,conda-forge/isort,574787.0,559800.0,https://pypi.org/project/isort,2025-02-26 21:13:14.000,14987.0,68794646.0,68922895.0,https://anaconda.org/conda-forge/isort,2025-05-02 12:53:46.732,7823233.0,2.0,,,,,,,,,,,,,,,,,,,,
+27,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 16:54:22.000,2025-08-25 17:05:32.000,2025-08-25 17:05:31,904.0,31.0,539.0,41.0,1583.0,141.0,1676.0,3838.0,2025-07-31 21:20:24.000,4.28.4,242.0,328.0,40,True,,tox,conda-forge/tox,140907.0,129633.0,https://pypi.org/project/tox,2025-07-31 21:20:24.000,11274.0,28064899.0,28088457.0,https://anaconda.org/conda-forge/tox,2025-08-01 12:49:17.074,1484165.0,1.0,['pytest'],,,,,,,,,,,,,,,,,,,
+28,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 00:18:05.000,2025-08-28 12:44:43.000,2025-08-28 10:12:43,1121.0,109.0,162.0,35.0,817.0,51.0,328.0,1550.0,2025-07-16 04:29:24.000,1.1.0,69.0,72.0,40,True,,pytest-asyncio,conda-forge/pytest-asyncio,163133.0,154138.0,https://pypi.org/project/pytest-asyncio,2025-07-16 04:29:24.000,8995.0,53585245.0,53626085.0,https://anaconda.org/conda-forge/pytest-asyncio,2025-07-28 13:34:27.883,2570589.0,1.0,['pytest'],1628.0,,,,,,,,,,,,,,,,,,
+29,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,LGPL-3.0,2011-12-04 08:49:15.000,2025-08-24 09:40:30.000,2025-08-24 09:40:05,6466.0,197.0,1608.0,506.0,962.0,138.0,1936.0,29664.0,2025-07-09 15:40:39.000,4.3.3,124.0,205.0,39,True,,glances,conda-forge/glances,1200.0,1196.0,https://pypi.org/project/glances,2025-07-09 15:40:39.000,4.0,264576.0,270931.0,https://anaconda.org/conda-forge/glances,2025-04-22 14:56:20.672,348859.0,1.0,,1688.0,,,,,,,,,,,,,,,,,,
+30,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2025-08-25 04:21:45.000,2025-08-25 04:21:41,8366.0,53.0,1729.0,132.0,2252.0,118.0,7032.0,14704.0,2025-08-21 17:18:20.000,1.1.404,488.0,125.0,39,True,,,,1442.0,1413.0,,,,,1588910.0,,,,2.0,,5310.0,,,,,,pyright,https://www.npmjs.com/package/pyright,2025-08-20 18:05:09.435,29.0,1588721.0,,,,,,,,
+31,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 18:22:31.000,2025-08-18 06:14:12.000,2025-02-10 20:44:26,1355.0,,901.0,202.0,412.0,416.0,466.0,13942.0,2024-11-14 00:11:39.000,0.43.0,75.0,156.0,39,True,,yapf,conda-forge/yapf,107815.0,106559.0,https://pypi.org/project/yapf,2024-11-14 00:11:39.000,1256.0,9819094.0,9865898.0,https://anaconda.org/conda-forge/yapf,2025-04-22 14:56:24.153,2433839.0,2.0,,,,,,,,,,,,,,,,,,,,
+32,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,Apache-2.0,2013-04-23 15:40:33.000,2025-08-27 18:12:36.000,2025-08-27 14:16:41,13878.0,227.0,713.0,140.0,474.0,223.0,2458.0,13706.0,2025-08-26 12:51:52.000,2.7.13,357.0,196.0,39,True,,nuitka,conda-forge/nuitka,3531.0,3397.0,https://pypi.org/project/nuitka,2025-08-26 12:51:52.000,134.0,167853.0,200833.0,https://anaconda.org/conda-forge/nuitka,2025-08-27 08:01:14.053,2077752.0,1.0,,,,,,,,,,,,,,,,,,,,
+33,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 15:28:13.000,2025-08-28 10:43:43.000,2025-08-28 09:27:29,990.0,37.0,1033.0,149.0,1134.0,43.0,1432.0,13612.0,2025-08-28 10:43:43.000,1.55.0,123.0,50.0,39,True,,playwright,,47728.0,45213.0,https://pypi.org/project/playwright,2025-07-22 13:58:04.000,2515.0,19980360.0,19980360.0,,,,2.0,,,,,,,,,,,,,7.0,,,,,,,
+34,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 08:50:26.000,2025-08-13 03:34:36.000,2025-08-13 03:25:39,2313.0,94.0,628.0,101.0,1074.0,217.0,931.0,7932.0,2025-07-31 09:45:18.000,7.5.0,122.0,219.0,39,True,,pip-tools,conda-forge/pip-tools,38687.0,35986.0,https://pypi.org/project/pip-tools,2025-07-31 09:45:18.000,2701.0,18717665.0,18721726.0,https://anaconda.org/conda-forge/pip-tools,2025-07-31 16:14:34.350,255869.0,2.0,,,,,,,,,,,,,,,,,,,,
+35,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-09-24 19:23:46.000,2025-08-21 23:04:51.000,2025-08-21 23:04:51,9708.0,99.0,331.0,62.0,1253.0,655.0,2807.0,2271.0,2025-03-27 20:46:09.000,4.9.1,40.0,171.0,39,True,,scons,conda-forge/scons,3986.0,3934.0,https://pypi.org/project/scons,2025-03-27 20:42:16.000,52.0,811479.0,828341.0,https://anaconda.org/conda-forge/scons,2025-04-22 14:56:33.410,1010359.0,1.0,,1789.0,,,,,,,,,,,,,,,,,,
+36,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 22:51:10.000,2025-08-28 13:18:17.000,2025-08-26 09:10:07,3172.0,124.0,556.0,78.0,2835.0,209.0,1603.0,2058.0,2025-08-26 08:23:47.000,2.35.1,291.0,281.0,39,True,,sentry-sdk,conda-forge/sentry-sdk,1291.0,,https://pypi.org/project/sentry-sdk,2025-08-26 08:23:30.000,1291.0,69960739.0,69982674.0,https://anaconda.org/conda-forge/sentry-sdk,2025-08-26 12:43:57.032,1350211.0,1.0,,3951.0,,,,,,,,,,,,,,,,,,
+37,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 20:01:12.000,2025-08-28 10:53:10.000,2025-08-28 10:53:10,1023.0,30.0,218.0,41.0,274.0,152.0,288.0,1939.0,2025-06-12 10:47:45.000,6.2.1,51.0,97.0,39,True,,pytest-cov,conda-forge/pytest-cov,448988.0,408808.0,https://pypi.org/project/pytest-cov,2025-06-12 10:47:45.000,40180.0,85746536.0,85986344.0,https://anaconda.org/conda-forge/pytest-cov,2025-06-13 01:28:23.973,15107919.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+38,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 18:51:45.000,2025-08-25 22:40:58.000,2025-08-25 22:40:57,1326.0,17.0,239.0,52.0,526.0,281.0,391.0,1688.0,2025-07-01 13:31:02.000,3.8.0,71.0,109.0,39,True,,pytest-xdist,conda-forge/pytest-xdist,126199.0,120582.0,https://pypi.org/project/pytest-xdist,2025-07-01 13:30:56.000,5617.0,59119140.0,59271536.0,https://anaconda.org/conda-forge/pytest-xdist,2025-07-02 10:39:49.174,9295391.0,2.0,['pytest'],291.0,,,,,,,,,,,,,,,,,,
+39,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,MIT,2015-07-01 17:57:56.000,2025-08-25 18:23:01.000,2025-08-17 15:39:46,2045.0,186.0,224.0,28.0,580.0,36.0,601.0,918.0,2025-08-16 12:56:37.000,9.2.0,97.0,149.0,39,True,,setuptools_scm,conda-forge/setuptools_scm,33938.0,31788.0,https://pypi.org/project/setuptools_scm,2025-08-16 12:56:37.000,2150.0,81999124.0,82080188.0,https://anaconda.org/conda-forge/setuptools_scm,2025-08-16 21:13:36.839,5107062.0,1.0,,1.0,,,,,,,,,,,,,,,,,,
+40,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,Apache-2.0,2014-05-15 22:49:43.000,2025-08-25 21:26:49.000,2025-08-25 21:26:49,768.0,11.0,269.0,31.0,520.0,115.0,321.0,674.0,2025-04-19 11:49:36.000,25.0,47.0,125.0,39,True,,packaging,conda-forge/packaging,1795093.0,1781312.0,https://pypi.org/project/packaging,2025-04-19 11:48:57.000,13781.0,677056276.0,678232741.0,https://anaconda.org/conda-forge/packaging,2025-04-22 18:15:05.471,74116559.0,1.0,,919.0,,,,,,,,,,,,,,,,,,
+41,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2025-08-10 14:18:58.000,2025-08-10 14:10:26,971.0,29.0,741.0,141.0,261.0,232.0,886.0,22582.0,2024-12-06 11:25:42.000,0.7.3,22.0,67.0,38,True,,loguru,conda-forge/loguru,152407.0,141753.0,https://pypi.org/project/loguru,2024-12-06 11:20:54.000,10654.0,35885562.0,35942222.0,https://anaconda.org/conda-forge/loguru,2025-05-07 16:22:25.668,3569620.0,2.0,,,,,,,,,,,,,,,,,,,,
+42,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 03:50:57.000,2025-08-27 01:20:05.000,2025-08-27 01:19:56,3136.0,70.0,449.0,40.0,1279.0,44.0,1869.0,8454.0,2025-08-22 10:28:14.000,2.25.9,238.0,226.0,38,True,,pdm,conda-forge/pdm,709.0,506.0,https://pypi.org/project/pdm,2025-08-22 10:28:11.000,203.0,6679960.0,6712101.0,https://anaconda.org/conda-forge/pdm,2025-07-30 09:44:31.684,1509614.0,2.0,,713.0,,,,,,,,,,,,,,,,,,
+43,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 09:08:12.000,2025-08-25 23:41:37.000,2025-08-25 23:41:36,1465.0,14.0,675.0,68.0,557.0,199.0,509.0,7262.0,2025-07-06 03:10:49.000,1.8.6,47.0,187.0,38,True,,bandit,conda-forge/bandit,60237.0,58407.0,https://pypi.org/project/bandit,2025-07-06 03:10:49.000,1830.0,9608939.0,9617718.0,https://anaconda.org/conda-forge/bandit,2025-07-06 11:19:39.653,508612.0,1.0,,881.0,,,,,,,,,,,,,,,,,,
+44,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 15:55:58.000,2025-08-18 14:08:53.000,2025-08-18 14:08:47,1737.0,20.0,248.0,33.0,366.0,39.0,338.0,4192.0,2025-06-02 08:21:11.000,25.4.0,41.0,133.0,38,True,,structlog,conda-forge/structlog,26267.0,24792.0,https://pypi.org/project/structlog,2025-06-02 08:21:11.000,1475.0,32468909.0,32482738.0,https://anaconda.org/conda-forge/structlog,2025-06-02 14:06:59.579,760624.0,2.0,,,,,,,,,,,,,,,,,,,,
+45,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 21:04:25.000,2025-08-27 17:58:56.000,2025-08-27 17:58:56,2954.0,62.0,406.0,30.0,2356.0,18.0,1141.0,2767.0,2025-08-25 10:16:16.000,1.4.0,64.0,213.0,38,True,,wemake-python-styleguide,,17624.0,17522.0,https://pypi.org/project/wemake-python-styleguide,2025-08-25 10:15:06.000,102.0,216583.0,216583.0,,,,1.0,,,,,,,,,,,,,,,,,,,,
+46,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 18:04:11.000,2025-08-22 23:58:55.000,2025-08-18 22:24:41,1380.0,60.0,420.0,58.0,476.0,42.0,209.0,14329.0,2025-08-08 19:47:03.000,1.18.0,32.0,59.0,37,True,,memray,conda-forge/memray,1550.0,1452.0,https://pypi.org/project/memray,2025-08-08 19:47:03.000,98.0,5538337.0,5550732.0,https://anaconda.org/conda-forge/memray,2025-08-09 14:43:13.617,495839.0,2.0,,,,,,,,,,,,,,,,,,,,
+47,xonsh,xonsh/xonsh,shell,Python-powered shell. Full-featured and cross-platform.,,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,BSD-1-Clause,2015-01-21 22:05:27.000,2025-08-25 17:31:20.000,2025-08-11 12:55:58,10946.0,67.0,669.0,102.0,2936.0,285.0,2421.0,8949.0,2025-06-24 19:59:46.000,0.19.9,140.0,348.0,37,False,,xonsh,,1034.0,861.0,https://pypi.org/project/xonsh,2025-06-24 19:59:46.000,173.0,175386.0,175541.0,,,,1.0,,13702.0,,,,,,,,,,,,,,,,,,
+48,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 00:40:32.000,2025-08-25 22:40:09.000,2025-08-25 22:40:07,726.0,16.0,148.0,37.0,359.0,13.0,151.0,1976.0,2025-05-26 13:58:59.000,3.14.1,64.0,79.0,37,True,,pytest-mock,conda-forge/pytest-mock,123735.0,116636.0,https://pypi.org/project/pytest-mock,2025-05-26 13:58:43.000,7099.0,48141146.0,48203059.0,https://anaconda.org/conda-forge/pytest-mock,2025-05-26 17:57:58.503,3838632.0,2.0,['pytest'],104.0,,,,,,,,,,,,,,,,,,
+49,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 15:39:39.000,2025-08-12 03:27:26.000,2025-08-12 03:27:23,1340.0,10.0,322.0,40.0,698.0,52.0,497.0,1716.0,2025-01-21 18:45:24.000,6.1.0,58.0,131.0,37,True,,twine,conda-forge/twine,141939.0,125011.0,https://pypi.org/project/twine,2025-01-21 18:45:24.000,16928.0,19436562.0,19458275.0,https://anaconda.org/conda-forge/twine,2025-04-22 14:56:27.094,1346182.0,2.0,,84.0,,,,,,,,,,,,,,,,,,
+50,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 20:24:25.000,2025-07-31 14:18:31.000,2025-07-31 14:18:31,984.0,1.0,165.0,32.0,254.0,15.0,402.0,539.0,2025-04-08 20:55:45.000,0.46.1,83.0,86.0,37,True,,wheel,conda-forge/wheel,389208.0,374744.0,https://pypi.org/project/wheel,2025-04-08 20:55:39.000,14464.0,283843332.0,286132205.0,https://anaconda.org/conda-forge/wheel,2025-04-22 14:56:25.544,137332390.0,2.0,,,,,,,,,,,,,,,,,,,,
+51,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 02:22:15.000,2025-08-18 00:13:25.000,2025-08-18 00:13:24,549.0,31.0,469.0,110.0,392.0,206.0,227.0,14155.0,2025-07-31 19:34:11.519,0.4.1,40.0,53.0,36,True,,py-spy,conda-forge/py-spy,6990.0,6874.0,https://pypi.org/project/py-spy,2025-07-31 19:33:13.000,112.0,8837015.0,8850220.333333334,https://anaconda.org/conda-forge/py-spy,2025-08-01 00:41:54.066,699363.0,2.0,,33482.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2025-07-31 19:34:11.519,4.0,1283.3333333333333,439395.0,
+52,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 17:53:13.000,2025-08-27 16:40:28.338,2025-08-26 15:37:32,1180.0,32.0,247.0,51.0,210.0,28.0,156.0,7299.0,2025-08-12 11:34:20.000,5.1.1,54.0,70.0,36,True,,pyinstrument,conda-forge/pyinstrument,3907.0,3694.0,https://pypi.org/project/pyinstrument,2025-08-12 11:34:20.000,213.0,4235754.0,4249637.0,https://anaconda.org/conda-forge/pyinstrument,2025-08-27 16:40:28.338,833021.0,2.0,,,,,,,,,,,,,,,,,,,,
+53,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 17:56:53.000,2025-08-21 15:29:42.000,2025-07-02 13:49:24,27694.0,296.0,1648.0,194.0,6793.0,764.0,1038.0,5379.0,2025-05-12 21:41:22.000,4.3.0,146.0,891.0,36,True,,buildbot,conda-forge/buildbot,406.0,386.0,https://pypi.org/project/buildbot,2025-05-12 21:41:22.000,20.0,32324.0,36101.0,https://anaconda.org/conda-forge/buildbot,2025-05-13 11:35:44.706,155570.0,2.0,,119042.0,,,,,,,,,,,,,,,,,,
+54,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 00:43:37.000,2025-08-12 02:06:01.000,2025-08-12 02:05:59,1512.0,13.0,750.0,115.0,539.0,105.0,666.0,5113.0,2025-03-29 17:33:29.000,2.13.0,23.0,137.0,36,True,,pycodestyle,conda-forge/pycodestyle,2210.0,,https://pypi.org/project/pycodestyle,2025-06-20 18:49:47.000,2210.0,68481738.0,68658532.0,https://anaconda.org/conda-forge/pycodestyle,2025-06-22 18:14:44.520,9370122.0,1.0,,,,,,,,,,,,,,,,,,,,
+55,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 20:08:51.000,2025-08-18 20:02:34.000,2025-01-14 14:39:50,2956.0,,289.0,71.0,266.0,124.0,392.0,4636.0,2025-01-14 14:46:15.000,2.3.2,82.0,64.0,36,True,,autopep8,conda-forge/autopep8,230627.0,228940.0,https://pypi.org/project/autopep8,2025-01-14 14:46:15.000,1687.0,6976628.0,7010122.0,https://anaconda.org/conda-forge/autopep8,2025-04-22 14:56:24.132,2076673.0,3.0,,,,,,,,,,,,,,,,,,,,
+56,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 23:59:23.000,2025-08-09 16:48:18.000,2025-06-15 22:37:24,3706.0,4.0,373.0,94.0,265.0,429.0,401.0,4609.0,2023-07-12 18:05:35.085,2.2.0,65.0,60.0,36,True,,invoke,conda-forge/invoke,31506.0,30501.0,https://pypi.org/project/invoke,2023-07-12 18:05:35.085,1005.0,37270767.0,37292841.0,https://anaconda.org/conda-forge/invoke,2025-04-22 14:56:22.672,1214122.0,2.0,,,,,,,,,,,,,,,,,,,,
+57,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 15:30:20.000,2025-07-13 00:41:35.626,2025-07-12 17:41:05,3390.0,16.0,170.0,27.0,392.0,117.0,261.0,2105.0,2025-07-12 17:46:05.000,1.14.0,95.0,82.0,36,True,,rope,conda-forge/rope,78988.0,78667.0,https://pypi.org/project/rope,2025-07-12 17:46:05.000,321.0,1454687.0,1488661.0,https://anaconda.org/conda-forge/rope,2025-07-13 00:41:35.626,1970377.0,1.0,,42.0,,,,,,,,,,,,,,,,,,
+58,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 13:22:56.000,2025-08-25 14:56:21.000,2025-08-25 14:56:21,820.0,24.0,165.0,32.0,516.0,32.0,221.0,1888.0,2025-07-09 11:49:50.000,3.6.0,103.0,52.0,36,True,,safety,conda-forge/safety,18368.0,17635.0,https://pypi.org/project/safety,2025-08-25 14:21:51.000,733.0,3791513.0,3807247.0,https://anaconda.org/conda-forge/safety,2025-07-10 01:32:47.084,138933.0,2.0,,861542.0,,,,,,,,,,,,,,,,,,
+59,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 07:47:51.807,2025-06-20 18:44:19,579.0,1.0,181.0,29.0,313.0,59.0,488.0,1434.0,2025-06-20 18:45:26.000,3.4.0,42.0,88.0,36,True,,pyflakes,conda-forge/pyflakes,326355.0,325050.0,https://pypi.org/project/pyflakes,2025-06-20 18:45:26.000,1305.0,52731785.0,52902447.0,https://anaconda.org/conda-forge/pyflakes,2025-06-21 07:47:51.807,9045118.0,1.0,,,,,,,,,,,,,,,,,,,,
+60,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 20:56:28.000,2025-08-26 21:10:25.000,2025-08-26 21:10:22,3416.0,89.0,423.0,90.0,380.0,168.0,332.0,12908.0,2025-08-25 19:13:01.000,1.5.54,180.0,57.0,35,True,,scalene,,949.0,902.0,https://pypi.org/project/scalene,2025-08-25 19:13:01.000,47.0,264645.0,264645.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+61,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 23:30:38.000,2025-04-22 14:56:43.041,2023-06-07 11:16:23,408.0,,1336.0,194.0,177.0,534.0,250.0,11800.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,35,False,,pyautogui,conda-forge/pyautogui,55871.0,54837.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,1034.0,1438303.0,1444561.0,https://anaconda.org/conda-forge/pyautogui,2025-04-22 14:56:43.041,363019.0,2.0,,,,,,,,,,,,,,,,,,,,
+62,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 17:10:49.000,2025-04-22 14:56:26.071,2025-02-20 10:22:56,1507.0,,1766.0,171.0,756.0,251.0,669.0,4946.0,2024-11-13 11:06:02.000,3.0.2,61.0,118.0,35,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,13229.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2024-11-13 11:06:02.000,13213.0,10270583.0,10343595.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2025-04-22 14:56:26.071,4526758.0,2.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+63,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 19:29:42.000,2025-08-19 19:29:42,680.0,16.0,283.0,33.0,256.0,148.0,210.0,4404.0,2025-08-09 10:39:10.000,1.5.5,68.0,126.0,35,True,,freezegun,conda-forge/freezegun,1272.0,,https://pypi.org/project/freezegun,2025-08-09 10:39:06.000,1272.0,24981318.0,25010658.0,https://anaconda.org/conda-forge/freezegun,2025-08-09 15:49:47.831,1730758.0,2.0,,128.0,,,,,,,,,,,,,,,,,,
+64,beartype,beartype/beartype,linters,Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2025-08-28 06:38:06.000,2025-08-28 06:22:50,1602.0,84.0,63.0,14.0,59.0,101.0,324.0,3159.0,2025-05-22 05:09:24.000,0.21.0,54.0,26.0,35,True,,beartype,conda-forge/beartype,8315.0,7602.0,https://pypi.org/project/beartype,2025-05-22 05:09:24.000,713.0,6377672.0,6384388.0,https://anaconda.org/conda-forge/beartype,2025-05-22 18:52:36.044,416409.0,2.0,,,,,,,,,,,,,,,,,,,,
+65,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2025-08-27 20:02:13.497,2025-07-26 22:01:40,1435.0,33.0,167.0,35.0,251.0,47.0,139.0,1485.0,2025-06-14 17:26:52.000,1.8.2,48.0,80.0,35,True,,logbook,conda-forge/logbook,7617.0,7343.0,https://pypi.org/project/logbook,2025-06-14 17:24:24.000,274.0,6751631.0,6757344.0,https://anaconda.org/conda-forge/logbook,2025-08-27 20:02:13.497,354004.0,2.0,,499.0,,,,,,,,,,,,,,,,,,
+66,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2025-08-23 18:37:27.721,2025-08-23 15:12:20,1131.0,7.0,114.0,20.0,114.0,13.0,108.0,646.0,2025-08-23 15:15:25.000,0.8.5,28.0,51.0,35,True,,parso,conda-forge/parso,585566.0,584482.0,https://pypi.org/project/parso,2025-08-23 15:15:25.000,1084.0,74809885.0,75307071.0,https://anaconda.org/conda-forge/parso,2025-08-23 18:37:27.721,30328374.0,2.0,,,,,,,,,,,,,,,,,,,,
+67,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2025-08-28 07:54:50.000,2025-08-28 07:54:50,3481.0,38.0,3178.0,391.0,1188.0,78.0,1807.0,43008.0,2025-08-15 18:50:20.000,2.6.7,100.0,465.0,34,True,,pyenv,,21.0,21.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,,10557.0,10557.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+68,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 09:52:15.000,2025-08-24 08:32:10.000,2025-08-24 08:32:06,10320.0,40.0,5979.0,1107.0,432.0,61.0,5300.0,35143.0,2025-08-05 12:58:17.000,1.9.8,124.0,146.0,34,True,,sqlmap,,33.0,21.0,https://pypi.org/project/sqlmap,2025-08-05 12:58:17.000,12.0,13964.0,13964.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+69,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 18:47:46.000,2025-08-25 18:23:58.000,2025-08-10 02:01:42,832.0,2.0,472.0,75.0,747.0,141.0,712.0,11966.0,2024-08-23 16:54:00.000,1.7.1,65.0,162.0,34,True,,pipx,conda-forge/pipx,4590.0,4532.0,https://pypi.org/project/pipx,2024-08-23 16:53:46.000,58.0,10330138.0,10341256.0,https://anaconda.org/conda-forge/pipx,2025-04-22 14:58:07.924,149045.0,3.0,,556671.0,,,,,,,,,,,,,,,,,,
+70,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 17:06:12.000,2025-08-27 22:51:00.000,2025-08-27 22:05:17,1819.0,92.0,305.0,53.0,1530.0,71.0,1114.0,4056.0,2025-08-27 23:00:03.000,2.54.1,370.0,123.0,34,True,pex-tool/pex,pex,,61.0,,https://pypi.org/project/pex,2025-08-27 22:51:00.000,61.0,2676681.0,2859917.0,,,,2.0,,2382069.0,,,,,,,,,,,,,,,,,,
+71,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2025-08-18 12:46:20.000,2025-08-18 12:46:18,1286.0,13.0,232.0,50.0,310.0,161.0,195.0,3137.0,2025-05-06 22:09:45.000,2025.1,82.0,99.0,34,True,,pudb,conda-forge/pudb,8342.0,8224.0,https://pypi.org/project/pudb,2025-05-06 20:43:17.000,118.0,1236202.0,1243444.0,https://anaconda.org/conda-forge/pudb,2025-06-04 20:11:24.709,347638.0,1.0,,,,,,,,,,,,,,,,,,,,
+72,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 15:20:03.000,2025-08-26 07:14:55.000,2025-08-26 07:14:55,4910.0,85.0,458.0,47.0,1348.0,179.0,768.0,3049.0,2025-08-26 00:54:48.000,0.3.25,59.0,187.0,34,True,,briefcase,,870.0,832.0,https://pypi.org/project/briefcase,2025-08-26 00:54:48.000,38.0,19836.0,19846.0,,,,2.0,,746.0,,,,,,,,,,,,,,,,,,
+73,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 14:34:19.000,2025-07-23 18:54:27.000,2025-07-23 18:54:26,739.0,11.0,173.0,21.0,128.0,120.0,147.0,2428.0,2022-10-06 17:23:25.701,0.9.0,27.0,102.0,34,True,,tabulate,conda-forge/tabulate,8388.0,,https://pypi.org/project/tabulate,2022-10-06 17:23:25.701,8388.0,105966103.0,106154108.0,https://anaconda.org/conda-forge/tabulate,2025-04-22 14:56:22.696,10152310.0,2.0,,,,,,,,,,,,,,,,,,,,
+74,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 21:22:27.000,2025-08-13 10:04:01.000,2025-08-13 10:03:53,1335.0,21.0,146.0,36.0,332.0,135.0,308.0,2226.0,2025-03-25 08:03:19.000,3.12.0,53.0,80.0,34,True,,flit,conda-forge/flit,3400.0,2470.0,https://pypi.org/project/flit,2025-03-25 08:03:19.000,930.0,7912701.0,7917380.0,https://anaconda.org/conda-forge/flit,2025-04-22 14:56:31.709,276091.0,3.0,,,,,,,,,,,,,,,,,,,,
+75,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 07:26:30.000,2025-08-25 17:18:41.000,2025-08-25 17:18:41,1590.0,24.0,177.0,34.0,384.0,35.0,367.0,2030.0,2025-08-13 11:19:10.000,1.17.3,144.0,98.0,34,True,prospector-dev/prospector,prospector,conda-forge/prospector,5509.0,5223.0,https://pypi.org/project/prospector,2025-08-13 11:19:10.000,286.0,557145.0,560085.0,https://anaconda.org/conda-forge/prospector,2025-08-13 18:22:44.075,167609.0,1.0,,,,,,,,,,,,,,,,,,,,
+76,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 15:28:56.000,2025-04-22 14:56:41.723,2024-08-25 11:10:59,704.0,,216.0,34.0,182.0,64.0,146.0,1747.0,2024-06-04 18:44:55.000,1.9.1,74.0,101.0,34,True,,nodeenv,conda-forge/nodeenv,122736.0,122483.0,https://pypi.org/project/nodeenv,2024-06-04 18:44:08.000,253.0,68181164.0,68287212.0,https://anaconda.org/conda-forge/nodeenv,2025-04-22 14:56:41.723,6574982.0,2.0,,,,,,,,,,,,,,,,,,,,
+77,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 02:39:17.000,2025-08-01 10:16:12.000,2025-08-01 10:16:10,730.0,12.0,174.0,25.0,252.0,26.0,123.0,1537.0,2025-03-24 19:39:02.000,3.16.0,41.0,66.0,34,False,prettytable/prettytable,prettytable,conda-forge/prettytable,80796.0,78162.0,https://pypi.org/project/prettytable,2025-03-24 19:39:02.000,2634.0,21410781.0,21490419.0,https://anaconda.org/conda-forge/prettytable,2025-04-22 14:56:24.496,4539391.0,2.0,,,,,,,,,,,,,,,,,,,,
+78,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,MIT,2015-04-14 19:22:42.000,2025-08-26 04:44:59.000,2025-08-26 04:44:58,593.0,16.0,243.0,24.0,476.0,174.0,260.0,744.0,2023-11-07 16:58:34.000,4.1.1,58.0,61.0,34,True,,pytest-html,conda-forge/pytest-html,57192.0,56570.0,https://pypi.org/project/pytest-html,2023-11-07 15:44:27.000,622.0,12018152.0,12031264.0,https://anaconda.org/conda-forge/pytest-html,2025-04-22 14:56:37.472,747437.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+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 21:49:44.000,2025-08-26 20:31:14.134,2025-08-26 13:46:32,1218.0,46.0,51.0,6.0,88.0,32.0,252.0,520.0,2025-08-26 13:27:16.000,1.13.0,147.0,39.0,34,True,,griffe,conda-forge/griffe,12629.0,12304.0,https://pypi.org/project/griffe,2025-08-26 13:27:09.000,325.0,13996311.0,14011473.0,https://anaconda.org/conda-forge/griffe,2025-08-26 20:31:14.134,621644.0,2.0,,,,,,,,,,,,,,,,,,,,
+80,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 17:31:36.000,2025-08-28 09:51:08.000,2025-08-28 09:46:03,20468.0,116.0,453.0,114.0,527.0,149.0,309.0,7085.0,2024-10-29 21:22:27.000,0.9.23,81.0,293.0,33,True,,pyre-check,,108.0,21.0,https://pypi.org/project/pyre-check,2025-07-07 15:59:16.000,87.0,171209.0,171209.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+81,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 05:54:30.000,2025-07-20 18:54:32.000,2025-07-20 18:54:29,724.0,22.0,215.0,50.0,55.0,14.0,227.0,6016.0,2025-07-20 02:10:37.000,3.3.0,36.0,10.0,33,True,,alive-progress,conda-forge/alive-progress,5266.0,4677.0,https://pypi.org/project/alive-progress,2025-07-20 02:10:37.000,589.0,2382348.0,2384936.0,https://anaconda.org/conda-forge/alive-progress,2025-04-22 14:57:21.935,157926.0,2.0,,,,,,,,,,,,,,,,,,,,
+82,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 17:50:31.000,2025-08-13 14:20:08.000,2025-08-13 14:20:07,1254.0,13.0,196.0,36.0,568.0,22.0,444.0,3873.0,2025-05-23 18:55:41.000,3.20.0,174.0,36.0,33,True,,pyupgrade,conda-forge/pyupgrade,515.0,,https://pypi.org/project/pyupgrade,2025-05-23 18:55:41.000,515.0,1080681.0,1094227.0,https://anaconda.org/conda-forge/pyupgrade,2025-05-24 00:48:10.166,853408.0,2.0,,,,,,,,,,,,,,,,,,,,
+83,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2025-08-24 15:29:27.000,2025-08-24 15:29:27,776.0,7.0,114.0,14.0,190.0,61.0,396.0,1965.0,2025-07-22 23:49:19.000,0.30.0,69.0,52.0,33,True,,mkdocstrings,conda-forge/mkdocstrings,22040.0,20470.0,https://pypi.org/project/mkdocstrings,2025-07-22 23:48:44.000,1570.0,4027577.0,4031840.0,https://anaconda.org/conda-forge/mkdocstrings,2025-07-24 13:24:20.459,247292.0,2.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+84,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2025-08-22 19:55:06.000,2025-08-22 19:55:06,670.0,11.0,118.0,19.0,152.0,30.0,332.0,1691.0,2025-06-18 09:56:09.000,4.4.4,74.0,41.0,33,False,,typeguard,conda-forge/typeguard,44967.0,41822.0,https://pypi.org/project/typeguard,2025-06-18 09:56:05.000,3145.0,38158905.0,38178106.0,https://anaconda.org/conda-forge/typeguard,2025-06-18 12:21:32.288,1190496.0,3.0,,,,,,,,,,,,,,,,,,,,
+85,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 04:02:58.000,2025-08-18 15:52:17.000,2025-07-21 21:26:17,694.0,9.0,166.0,17.0,579.0,69.0,347.0,1447.0,2025-05-01 16:35:46.000,2025.5.1,30.0,109.0,33,True,wntrblm/nox,nox,conda-forge/nox,8059.0,6828.0,https://pypi.org/project/nox,2025-05-01 16:35:46.000,1231.0,4659929.0,4667995.0,https://anaconda.org/conda-forge/nox,2025-05-15 20:58:18.188,500147.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+86,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 07:27:43.000,2025-08-25 20:31:21.000,2025-02-13 21:33:26,1462.0,,228.0,60.0,408.0,82.0,294.0,1398.0,2024-12-05 21:45:56.000,8.1.0,106.0,65.0,33,True,,pytest-bdd,conda-forge/pytest-bdd,4524.0,4418.0,https://pypi.org/project/pytest-bdd,2024-12-05 21:45:56.000,106.0,1166955.0,1169575.0,https://anaconda.org/conda-forge/pytest-bdd,2025-04-22 14:57:05.450,70746.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+87,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 14:56:22.777,2016-03-04 01:16:26,1004.0,,395.0,47.0,261.0,451.0,467.0,1362.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,33,False,,nose,conda-forge/nose,171524.0,168829.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,2695.0,8495214.0,8526609.0,https://anaconda.org/conda-forge/nose,2025-04-22 14:56:22.777,3484861.0,2.0,,,,,,,,,,,,,,,,,,,,
+88,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 18:52:25.000,2025-07-15 17:09:42.000,2025-07-08 20:27:36,1997.0,37.0,209.0,18.0,397.0,187.0,425.0,785.0,2025-07-08 19:34:47.000,5.0.0a2,68.0,121.0,33,True,breathe-doc/breathe,breathe,conda-forge/breathe,18742.0,18611.0,https://pypi.org/project/breathe,2025-07-08 20:28:19.000,131.0,828287.0,841252.0,https://anaconda.org/conda-forge/breathe,2025-04-22 14:56:28.512,802970.0,2.0,,750.0,,,,,,,,,,,,,,,,,,
+89,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 20:41:41.000,2025-08-25 16:54:22.000,2025-08-25 16:54:21,452.0,13.0,107.0,10.0,345.0,41.0,172.0,578.0,2025-04-25 16:53:24.000,3.2.0,93.0,61.0,33,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,61023.0,57143.0,https://pypi.org/project/sphinx-autodoc-typehints,2025-04-25 16:53:24.000,3880.0,3738950.0,3753709.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2025-04-25 23:49:21.688,915058.0,2.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+90,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2025-08-26 06:54:33.000,2025-08-26 06:54:33,357.0,29.0,202.0,55.0,66.0,81.0,95.0,9867.0,2025-08-17 16:11:09.000,2.1.7,21.0,31.0,32,True,,icecream,conda-forge/icecream,547.0,21.0,https://pypi.org/project/icecream,2025-08-14 09:11:35.000,526.0,1332898.0,1334508.0,https://anaconda.org/conda-forge/icecream,2025-08-16 09:56:14.469,83758.0,1.0,,,,,,,,,,,,,,,,,,,,
+91,mimesis,lk-geimfari/mimesis,testing,Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.,,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2025-07-31 10:52:09.000,2025-05-12 12:07:58,2669.0,,335.0,59.0,1264.0,22.0,349.0,4611.0,2024-09-13 22:26:03.000,18.0.0,62.0,126.0,32,True,,mimesis,conda-forge/mimesis,2239.0,2171.0,https://pypi.org/project/mimesis,2024-09-13 22:26:03.000,68.0,835742.0,840984.0,https://anaconda.org/conda-forge/mimesis,2025-05-10 09:59:37.648,319343.0,2.0,,840.0,,,,,,,,,,,,,,,,,,
+92,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 04:11:53.000,2025-08-20 02:33:44.000,2025-08-20 02:33:37,4812.0,3.0,327.0,45.0,49.0,7.0,1711.0,4529.0,2025-07-21 14:09:42.000,9.1.8,368.0,36.0,32,False,,pyarmor,,2036.0,1956.0,https://pypi.org/project/pyarmor,2025-07-21 14:09:14.000,80.0,385164.0,385164.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+93,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 20:49:52.000,2025-08-12 07:20:40.000,2025-08-12 07:20:32,817.0,3.0,356.0,68.0,452.0,142.0,232.0,2439.0,2025-03-30 09:04:11.000,10.2.2,19.0,143.0,32,True,,pytest-testinfra,conda-forge/pytest-testinfra,2516.0,2496.0,https://pypi.org/project/pytest-testinfra,2025-03-30 09:06:00.000,20.0,727628.0,728198.0,https://anaconda.org/conda-forge/pytest-testinfra,2025-04-22 14:57:44.936,31381.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+94,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,MIT-0,2013-08-04 21:12:50.000,2025-08-01 08:24:42.000,2025-07-11 11:22:27,1093.0,3.0,200.0,33.0,373.0,48.0,397.0,2192.0,2025-06-04 17:05:48.000,15.0.4,113.0,76.0,32,False,,pdoc,,4582.0,3915.0,https://pypi.org/project/pdoc,2025-06-04 17:05:48.000,667.0,1414490.0,1414490.0,,,,2.0,,,,,,,,,,,,,6.0,,,,,,,
+95,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2025-07-03 01:48:18.000,2025-07-03 01:48:18,729.0,3.0,516.0,69.0,347.0,74.0,199.0,2148.0,,,13.0,110.0,32,True,,pyelftools,conda-forge/pyelftools,11325.0,11056.0,https://pypi.org/project/pyelftools,2025-02-19 14:19:59.000,269.0,6193676.0,6208768.0,https://anaconda.org/conda-forge/pyelftools,2025-04-22 14:56:21.172,875388.0,1.0,,,,,,,,,,,,,,,,,,,,
+96,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 05:12:26.000,2025-04-27 01:47:32.000,2024-12-12 19:59:04,263.0,,233.0,26.0,92.0,30.0,91.0,1764.0,2025-03-07 07:08:25.000,3.3.0,35.0,64.0,32,True,,python-json-logger,conda-forge/python-json-logger,965.0,,https://pypi.org/project/python-json-logger,2025-04-27 01:47:32.000,965.0,60028576.0,60153843.0,https://anaconda.org/conda-forge/python-json-logger,2025-04-22 14:56:33.638,12526763.0,3.0,,,,,,,,,,,,,,,,,,,,
+97,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 21:09:27.000,2025-08-24 22:40:41.102,2025-08-23 12:19:22,452.0,4.0,77.0,18.0,169.0,29.0,94.0,1461.0,2025-08-23 12:19:34.000,1.1.1,32.0,56.0,32,True,,pytest-sugar,conda-forge/pytest-sugar,29832.0,28331.0,https://pypi.org/project/pytest-sugar,2025-08-23 12:19:34.000,1501.0,4524835.0,4530500.0,https://anaconda.org/conda-forge/pytest-sugar,2025-08-24 22:40:41.102,334225.0,2.0,['pytest'],43.0,,,,,,,,,,,,,,,,,,
+98,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 14:56:24.767,2023-11-03 22:28:45,746.0,,188.0,19.0,317.0,123.0,225.0,1117.0,2023-01-17 20:31:11.783,6.3.0,23.0,91.0,32,False,,pydocstyle,conda-forge/pydocstyle,74280.0,72528.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,1752.0,4761329.0,4805667.0,https://anaconda.org/conda-forge/pydocstyle,2025-04-22 14:56:24.767,2660291.0,2.0,,93.0,,,,,,,,,,,,,,,,,,
+99,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 15:33:15.000,2025-08-18 16:53:58.000,2025-05-15 15:50:38,1222.0,,131.0,21.0,353.0,40.0,201.0,806.0,2024-06-01 03:20:04.000,0.15.1,34.0,80.0,32,True,,nose2,conda-forge/nose2,27140.0,26821.0,https://pypi.org/project/nose2,2024-06-01 03:20:04.000,319.0,694667.0,696907.0,https://anaconda.org/conda-forge/nose2,2025-04-22 14:56:50.674,194897.0,2.0,,,,,,,,,,,,,,,,,,,,
+100,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 14:56:25.041,2024-07-26 17:57:57,434.0,,189.0,34.0,96.0,60.0,70.0,754.0,2024-07-26 18:15:02.000,1.0.0,30.0,42.0,32,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,155309.0,154682.0,https://pypi.org/project/alabaster,2024-07-26 18:15:02.000,627.0,20482049.0,20797795.0,https://anaconda.org/conda-forge/alabaster,2025-04-22 14:56:25.041,9788136.0,2.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+101,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter and code formatter, written in Rust.",,,https://docs.astral.sh/ruff,MIT,2022-11-30 10:02:13.208,2025-08-28 13:58:26.000,,,,1506.0,,,,,42033.0,2025-08-28 13:58:26.000,0.12.11,372.0,,31,True,,ruff,conda-forge/ruff,18294.0,,https://pypi.org/project/ruff,2025-08-28 13:58:26.000,18294.0,77065687.0,77202753.0,https://anaconda.org/conda-forge/ruff,2025-08-22 01:07:04.055,4523192.0,2.0,,,,,,,,,,,,,,,,,,,,
+102,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 13:05:10.000,2025-08-26 17:28:55.000,2025-08-26 17:28:54,3195.0,44.0,404.0,46.0,2073.0,450.0,1581.0,7612.0,2025-08-26 15:09:28.000,2.3.2,163.0,174.0,31,True,,,conda-forge/mamba,,,,,,,296996.0,https://anaconda.org/conda-forge/mamba,2025-08-26 16:53:32.217,18710757.0,3.0,,,,,,,,,,,,,,,,,,,,
+103,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 16:38:14.000,2025-06-30 11:49:13.000,2025-06-30 09:30:35,405.0,2.0,417.0,56.0,201.0,213.0,113.0,7322.0,2024-02-18 18:23:06.000,0.5.0,43.0,74.0,31,True,,pipreqs,conda-forge/pipreqs,40320.0,40011.0,https://pypi.org/project/pipreqs,2024-02-18 17:49:34.000,309.0,1077009.0,1077631.0,https://anaconda.org/conda-forge/pipreqs,2025-04-22 14:56:27.577,66618.0,3.0,,,,,,,,,,,,,,,,,,,,
+104,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 20:52:08.000,2025-08-25 23:06:48.000,2025-08-20 16:13:04,6953.0,2.0,288.0,54.0,1179.0,204.0,745.0,4991.0,2024-10-11 08:28:27.000,2024.10.11,204.0,112.0,31,True,,pytype,conda-forge/pytype,4285.0,4054.0,https://pypi.org/project/pytype,2024-10-11 08:28:27.000,231.0,432145.0,441179.0,https://anaconda.org/conda-forge/pytype,2025-04-22 14:57:26.233,560166.0,3.0,,,,,,,,,,,,,,,,,,,,
+105,doit,pydoit/doit,build-tools,CLI task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2025-04-22 14:56:44.640,2023-01-16 03:40:03,1483.0,,183.0,49.0,169.0,91.0,219.0,1962.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,31,False,,doit,conda-forge/doit,2291.0,2173.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,118.0,656921.0,663304.0,https://anaconda.org/conda-forge/doit,2025-04-22 14:56:44.640,395760.0,3.0,,,,,,,,,,,,,,,,,,,,
+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 17:51:47.000,2025-07-28 10:12:07.000,2025-07-28 10:06:52,381.0,1.0,147.0,29.0,87.0,75.0,131.0,1931.0,2023-03-09 15:41:00.602,0.13.13,46.0,58.0,31,True,,ipdb,conda-forge/ipdb,67228.0,66110.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,1118.0,9633637.0,9643776.0,https://anaconda.org/conda-forge/ipdb,2025-04-22 14:56:25.687,628648.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 20:54:43.000,2025-08-12 14:47:51.000,2025-08-12 14:47:50,424.0,5.0,108.0,8.0,281.0,60.0,178.0,1101.0,2024-12-12 16:49:23.000,24.12.12,73.0,89.0,31,True,,flake8-bugbear,conda-forge/flake8-bugbear,42656.0,41418.0,https://pypi.org/project/flake8-bugbear,2024-12-12 16:49:23.000,1238.0,3163705.0,3178851.0,https://anaconda.org/conda-forge/flake8-bugbear,2025-04-22 14:57:10.503,863378.0,2.0,['flake8'],,,,,,,,,,,,,,,,,,,
+108,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 17:57:21.000,2025-04-22 14:56:21.712,2024-10-29 18:33:27,246.0,,93.0,13.0,49.0,,78.0,933.0,2025-03-05 10:58:17.000,6.9.0,69.0,34.0,31,True,,colorlog,conda-forge/colorlog,61683.0,59598.0,https://pypi.org/project/colorlog,2024-10-29 18:34:49.000,2085.0,33739962.0,33831784.0,https://anaconda.org/conda-forge/colorlog,2025-04-22 14:56:21.712,5601190.0,3.0,,,,,,,,,,,,,,,,,,,,
+109,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 14:56:24.539,2023-12-03 13:55:50,149.0,,62.0,15.0,61.0,9.0,45.0,663.0,2022-01-24 01:14:49.000,0.7.0,13.0,24.0,31,True,,mccabe,conda-forge/mccabe,512122.0,511188.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,934.0,70595403.0,70835826.0,https://anaconda.org/conda-forge/mccabe,2025-04-22 14:56:24.539,10338207.0,2.0,,,,,,,,,,,,,,,,,,,,
+110,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 17:09:56.000,2025-08-25 18:44:54.000,2025-08-25 18:43:22,400.0,7.0,85.0,18.0,88.0,19.0,93.0,578.0,2025-08-25 18:44:54.000,2025.8.25,25.0,36.0,31,True,sphinx-doc/sphinx-autobuild,sphinx-autobuild,conda-forge/sphinx-autobuild,31266.0,28984.0,https://pypi.org/project/sphinx-autobuild,2025-08-25 18:44:54.000,2282.0,3713636.0,3720562.0,https://anaconda.org/conda-forge/sphinx-autobuild,2025-04-22 14:56:34.708,387877.0,2.0,['sphinx'],,,,,,,,,,,,7.0,,,,,,,
+111,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 20:48:39.000,2025-08-20 21:39:28.000,2025-08-18 06:01:41,670.0,9.0,187.0,8.0,438.0,11.0,167.0,570.0,2024-05-15 12:56:12.000,4.0.1,46.0,66.0,31,True,,coveralls,conda-forge/coveralls,38138.0,35986.0,https://pypi.org/project/coveralls,2024-05-15 12:56:12.000,2152.0,1415387.0,1437163.0,https://anaconda.org/conda-forge/coveralls,2025-04-22 14:56:31.028,1328378.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+112,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 13:55:43.000,2025-05-31 23:22:45.000,2025-05-31 23:21:24,327.0,2.0,950.0,231.0,121.0,29.0,109.0,16532.0,2025-05-31 23:22:45.000,1.2.3,62.0,29.0,30,True,,pysnooper,conda-forge/pysnooper,2123.0,2056.0,https://pypi.org/project/pysnooper,2025-05-31 23:22:45.000,67.0,383847.0,386138.0,https://anaconda.org/conda-forge/pysnooper,2025-04-22 14:57:05.002,135224.0,2.0,,,,,,,,,,,,,,,,,,,,
+113,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2017-03-06 08:00:18.000,2025-06-04 19:51:56.000,2025-06-04 19:51:56,777.0,1.0,166.0,27.0,166.0,40.0,190.0,3997.0,2024-12-08 17:39:52.000,2.14,54.0,46.0,30,True,,vulture,conda-forge/vulture,5976.0,5773.0,https://pypi.org/project/vulture,2024-12-08 17:39:40.000,203.0,2225537.0,2227542.0,https://anaconda.org/conda-forge/vulture,2025-04-22 14:56:26.274,122352.0,2.0,,,,,,,,,,,,,,,,,,,,
+114,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 08:26:59.000,2025-04-25 02:28:32.370,2025-02-03 09:49:09,1034.0,,401.0,40.0,526.0,190.0,433.0,3677.0,2025-02-03 09:49:01.000,3.3.3,46.0,133.0,30,True,,factory_boy,conda-forge/factory_boy,647.0,,https://pypi.org/project/factory_boy,2025-02-03 09:49:01.000,647.0,10131199.0,10134656.0,https://anaconda.org/conda-forge/factory_boy,2025-04-25 02:28:32.370,203972.0,3.0,,,,,,,,,,,,,,,,,,,,
+115,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 22:26:33.000,2025-08-22 01:35:30.000,2025-08-19 19:28:32,740.0,109.0,129.0,14.0,263.0,48.0,83.0,3089.0,2025-07-23 21:27:06.000,5.0.0,33.0,51.0,30,True,,line_profiler,conda-forge/line_profiler,297.0,,https://pypi.org/project/line_profiler,2025-07-23 20:14:25.000,297.0,1529980.0,1599822.0,https://anaconda.org/conda-forge/line_profiler,2025-07-24 01:09:47.309,3979600.0,2.0,,1715.0,,,,,,,,,,,,,,,,,,
+116,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 04:25:52.000,2025-08-27 04:49:41.000,2025-08-26 18:57:20,2498.0,89.0,236.0,26.0,1873.0,45.0,999.0,1484.0,2025-08-11 06:40:12.000,8.4.0,108.0,120.0,30,True,,cx_freeze,conda-forge/cx_freeze,124.0,,https://pypi.org/project/cx_freeze,2025-08-11 06:40:12.000,124.0,221545.0,238607.0,https://anaconda.org/conda-forge/cx_freeze,2025-08-11 17:42:44.958,1074957.0,2.0,,,,,,,,,,,,,,,,,,,,
+117,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 20:43:31.000,2025-08-28 06:01:32.040,2025-08-18 13:23:09,2635.0,22.0,186.0,18.0,866.0,164.0,500.0,938.0,2024-08-12 22:58:12.000,0.6.4,23.0,93.0,30,True,,asv,conda-forge/asv,1520.0,1413.0,https://pypi.org/project/asv,2024-08-12 22:58:12.000,107.0,259180.0,277475.0,https://anaconda.org/conda-forge/asv,2025-08-28 06:01:32.040,1151685.0,3.0,,1633.0,,,,,,,,,,,,,,,,,,
+118,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 06:19:21.000,2025-04-22 14:56:28.563,2024-12-06 14:57:38,1142.0,,102.0,20.0,73.0,6.0,221.0,880.0,2024-08-28 22:50:15.000,4.5.0,111.0,47.0,30,True,,progressbar2,conda-forge/progressbar2,934.0,,https://pypi.org/project/progressbar2,2024-08-28 22:50:10.000,934.0,28981517.0,29033509.0,https://anaconda.org/conda-forge/progressbar2,2025-04-22 14:56:28.563,3221552.0,3.0,,3103.0,,,,,,,,,,,,,,,,,,
+119,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2025-08-14 22:00:42.000,2025-08-14 21:59:18,622.0,7.0,81.0,8.0,150.0,20.0,149.0,574.0,2025-05-11 04:54:03.000,1.7.7,64.0,39.0,30,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,4576.0,4271.0,https://pypi.org/project/docformatter,2025-05-11 04:54:03.000,305.0,1257265.0,1261335.0,https://anaconda.org/conda-forge/docformatter,2025-05-11 20:23:47.641,240071.0,3.0,,50.0,,,,,,,,,,,,,,,,,,
+120,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 18:57:12.000,2025-04-22 15:32:23.858,2021-06-11 10:22:09,273.0,,45.0,10.0,38.0,36.0,52.0,555.0,2021-06-11 10:24:04.382,15.0.1,63.0,17.0,30,False,,coloredlogs,anaconda/coloredlogs,81720.0,79791.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,1929.0,28754195.0,28754401.0,https://anaconda.org/anaconda/coloredlogs,2025-04-22 15:32:23.858,19662.0,3.0,,,,,,,,,,,,,6.0,,,,,,,
+121,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 08:22:26.000,2025-08-24 18:10:51.000,2025-08-20 21:13:13,501.0,1.0,36.0,11.0,52.0,22.0,32.0,359.0,2025-01-22 15:41:25.000,2.2.0,35.0,11.0,30,True,,executing,conda-forge/executing,325165.0,324532.0,https://pypi.org/project/executing,2025-01-22 15:41:25.000,633.0,68885725.0,69251907.0,https://anaconda.org/conda-forge/executing,2025-04-24 13:44:02.181,21238594.0,1.0,,,,,,,,,,,,,,,,,,,,
+122,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2025-08-01 14:00:08.000,2025-07-21 15:27:55,682.0,11.0,170.0,31.0,388.0,120.0,153.0,335.0,2025-06-24 12:28:53.000,1.9.0,34.0,90.0,30,False,,numpydoc,conda-forge/numpydoc,3177.0,,https://pypi.org/project/numpydoc,2025-06-24 12:22:53.000,3177.0,1340975.0,1397610.0,https://anaconda.org/conda-forge/numpydoc,2025-06-25 14:22:41.569,3568045.0,3.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+123,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 20:57:08.000,2025-06-01 20:57:08,409.0,1.0,419.0,159.0,79.0,88.0,231.0,10726.0,2021-12-22 19:23:21.000,1.0.68,53.0,36.0,29,True,,bpytop,conda-forge/bpytop,233.0,232.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,18181.0,18633.0,https://anaconda.org/conda-forge/bpytop,2025-04-22 14:57:45.970,24415.0,3.0,,,,,,,,,,,,,,,,,,,,
+124,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 11:56:14.000,2025-04-22 14:56:23.864,2024-04-16 15:33:52,719.0,,380.0,82.0,166.0,136.0,117.0,4520.0,2022-11-15 17:59:01.069,0.61.0,59.0,105.0,29,False,,memory_profiler,conda-forge/memory_profiler,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,6169979.0,6233914.0,https://anaconda.org/conda-forge/memory_profiler,2025-04-22 14:56:23.864,3708236.0,3.0,,,,,,,,,,,,,,,,,,,,
+125,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 00:38:38.000,2025-03-13 15:39:41.000,2025-01-06 20:58:21,1449.0,,514.0,48.0,596.0,125.0,246.0,4216.0,2024-05-06 18:05:06.000,1.5.0,38.0,85.0,29,True,,detect-secrets,,95.0,,https://pypi.org/project/detect-secrets,2024-05-06 17:46:16.000,95.0,1427720.0,1427720.0,,,,3.0,,,,,,,,,,,,,6.0,,,,,,,
+126,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2025-08-25 17:25:15.000,2025-08-05 11:29:51,546.0,1.0,107.0,30.0,370.0,39.0,69.0,2711.0,2025-05-17 15:59:40.000,1.3.6,34.0,27.0,29,True,,notifiers,conda-forge/notifiers,1411.0,1374.0,https://pypi.org/project/notifiers,2025-05-17 15:58:56.000,37.0,569701.0,570735.0,https://anaconda.org/conda-forge/notifiers,2025-05-20 18:12:25.759,57912.0,3.0,,,,,,,,,,,,,,,,,,,,
+127,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 14:56:42.827,2024-10-20 09:52:52,549.0,,126.0,33.0,98.0,41.0,146.0,1881.0,2023-03-26 06:25:00.948,6.0.1,56.0,60.0,29,True,,radon,conda-forge/radon,7040.0,6823.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,217.0,1745665.0,1747360.0,https://anaconda.org/conda-forge/radon,2025-04-22 14:56:42.827,101750.0,2.0,,,,,,,,,,,,,,,,,,,,
+128,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 10:55:33.000,2025-08-05 15:09:18.000,2025-08-05 15:09:09,1059.0,5.0,121.0,19.0,86.0,114.0,91.0,1364.0,2024-10-30 11:51:45.000,5.1.0,46.0,49.0,29,True,,pytest-benchmark,conda-forge/pytest-benchmark,915.0,,https://pypi.org/project/pytest-benchmark,2024-10-30 11:51:45.000,915.0,4741531.0,4791581.0,https://anaconda.org/conda-forge/pytest-benchmark,2025-04-22 14:56:21.335,2602633.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+129,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 02:32:40.000,2025-08-05 07:10:32.309,2025-07-12 01:03:05,644.0,8.0,144.0,8.0,130.0,106.0,236.0,1179.0,2025-03-20 22:53:51.000,0.11.6,41.0,68.0,29,True,,pdoc3,anaconda/pdoc3,5424.0,4935.0,https://pypi.org/project/pdoc3,2025-03-20 22:53:51.000,489.0,327564.0,327595.0,https://anaconda.org/anaconda/pdoc3,2025-08-05 07:10:32.309,2177.0,3.0,,,,,,,,,,,,,,,,,,,,
+130,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 21:47:21.000,2025-07-15 21:35:24,1113.0,8.0,104.0,29.0,40.0,24.0,160.0,959.0,2025-07-15 22:01:38.000,0.14.0.0,30.0,24.0,29,True,,py2exe,,2225.0,2214.0,https://pypi.org/project/py2exe,2025-07-16 08:41:54.000,11.0,68465.0,68760.0,,,,3.0,,22726.0,,,,,,,,,,,,,,,,,,
+131,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 06:35:15.000,2025-08-25 20:54:32.000,2025-08-18 21:32:13,695.0,3.0,117.0,14.0,225.0,67.0,173.0,614.0,2024-10-10 14:46:36.000,2.6.1,57.0,71.0,29,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,32049.0,31924.0,https://pypi.org/project/pylint-django,2024-10-10 14:46:36.000,125.0,1640308.0,1645283.0,https://anaconda.org/conda-forge/pylint-django,2025-04-22 14:56:27.135,283343.0,2.0,['pylint'],419.0,,,,,,,,,,,,,,,,,,
+132,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 21:47:18.000,2025-08-19 12:11:31.000,2025-07-18 19:13:21,1999.0,44.0,174.0,49.0,325.0,144.0,274.0,591.0,2025-06-11 15:54:50.000,4.1.12,145.0,100.0,29,False,,zc.buildout,conda-forge/zc.buildout,117.0,,https://pypi.org/project/zc.buildout,2025-07-17 15:03:36.000,117.0,48459.0,50090.0,https://anaconda.org/conda-forge/zc.buildout,2025-04-22 14:58:01.521,76698.0,3.0,,,,,,,,,,,,,,,,,,,,
+133,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 21:53:54.000,2025-05-06 21:53:53,286.0,,244.0,14.0,146.0,21.0,83.0,522.0,2025-05-05 20:43:43.000,0.15.1,31.0,37.0,29,False,,pep8-naming,conda-forge/pep8-naming,59165.0,58329.0,https://pypi.org/project/pep8-naming,2025-05-05 20:43:11.000,836.0,2325614.0,2333413.0,https://anaconda.org/conda-forge/pep8-naming,2025-05-06 21:46:36.863,475797.0,2.0,,,,,,,,,,,,,,,,,,,,
+134,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 14:21:40.000,2023-11-01 17:50:44,3337.0,,600.0,87.0,534.0,135.0,170.0,1761.0,2016-11-25 22:13:29.000,4.0.515,36.0,388.0,28,False,,diamond,,212.0,206.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,6.0,6328.0,6328.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+135,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 13:42:16.000,2025-07-18 23:31:22.750,2022-07-14 18:31:38,706.0,,70.0,17.0,324.0,104.0,127.0,1426.0,2025-07-18 09:36:01.000,0.11.7,29.0,41.0,28,False,,pdbpp,conda-forge/pdbpp,592.0,,https://pypi.org/project/pdbpp,2025-07-18 09:36:01.000,592.0,798261.0,802333.0,https://anaconda.org/conda-forge/pdbpp,2025-07-18 23:31:22.750,199559.0,3.0,,,,,,,,,,,,,,,,,,,,
+136,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 15:48:10.000,2025-08-11 11:07:12.000,2025-08-11 11:07:11,702.0,7.0,33.0,4.0,613.0,13.0,58.0,675.0,2024-10-25 15:45:32.000,3.16.0,34.0,20.0,28,True,,pytest-randomly,conda-forge/pytest-randomly,11299.0,10755.0,https://pypi.org/project/pytest-randomly,2024-10-25 15:45:32.000,544.0,3599420.0,3606681.0,https://anaconda.org/conda-forge/pytest-randomly,2025-04-22 14:58:02.951,334030.0,3.0,,,,,,,,,,,,,,,,,,,,
+137,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 14:57:12.196,2021-10-18 03:34:23,504.0,,42.0,6.0,61.0,71.0,95.0,484.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,28,False,,darglint,conda-forge/darglint,22695.0,22405.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,290.0,761425.0,763210.0,https://anaconda.org/conda-forge/darglint,2025-04-22 14:57:12.196,110672.0,2.0,,,,,,,,,,,,,,,,,,,,
+138,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 12:15:56.000,2025-08-11 11:08:53.000,2025-08-11 11:08:52,664.0,6.0,23.0,7.0,564.0,5.0,56.0,469.0,2024-10-27 21:51:16.000,3.16.0,41.0,16.0,28,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,29893.0,29189.0,https://pypi.org/project/flake8-comprehensions,2024-10-27 21:51:16.000,704.0,1299511.0,1313854.0,https://anaconda.org/conda-forge/flake8-comprehensions,2025-04-22 14:56:29.814,889306.0,2.0,['flake8'],,,,,,,,,,,,,,,,,,,
+139,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 14:56:37.697,2019-12-22 18:11:19,86.0,,53.0,9.0,37.0,25.0,22.0,228.0,2019-12-22 18:12:11.000,1.6.3,11.0,11.0,28,False,,astunparse,conda-forge/astunparse,167496.0,166813.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,683.0,13171613.0,13227109.0,https://anaconda.org/conda-forge/astunparse,2025-04-22 14:56:37.697,3052292.0,2.0,,,,,,,,,,,,,,,,,,,,
+140,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 19:25:34.000,2025-08-17 06:57:20.000,2025-08-17 06:57:18,389.0,2.0,186.0,8.0,97.0,1.0,57.0,182.0,2025-01-29 12:29:23.000,6.1.2,44.0,40.0,28,True,,flake8-isort,conda-forge/flake8-isort,28902.0,28318.0,https://pypi.org/project/flake8-isort,2025-01-29 12:29:23.000,584.0,1443600.0,1445008.0,https://anaconda.org/conda-forge/flake8-isort,2025-04-22 14:57:15.498,85899.0,2.0,['flake8'],,,,,,,,,,,,,,,,,,,
+141,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 00:26:51.000,2025-08-18 18:03:13.246,2025-08-17 06:40:21,364.0,10.0,25.0,4.0,80.0,4.0,49.0,117.0,2025-08-17 06:33:48.000,3.0.0,32.0,21.0,28,True,,flake8-builtins,conda-forge/flake8-builtins,12019.0,11456.0,https://pypi.org/project/flake8-builtins,2025-08-17 06:33:48.000,563.0,964572.0,974726.0,https://anaconda.org/conda-forge/flake8-builtins,2025-08-18 18:03:13.246,345241.0,2.0,['flake8'],,,,,,,,,,,,,,,,,,,
+142,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 22:40:49.000,2025-06-29 22:34:16,438.0,1.0,513.0,168.0,167.0,169.0,174.0,10162.0,2025-06-29 22:40:49.000,0.15.3.0,96.0,45.0,27,True,,gdbgui,,501.0,499.0,https://pypi.org/project/gdbgui,2025-06-29 22:39:12.000,2.0,5978.0,6300.0,,,,3.0,,19702.0,,,,,,,,,,,,,,,,,,
+143,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 01:04:30.000,2024-11-03 22:09:40,6749.0,,247.0,64.0,137.0,334.0,236.0,5935.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,27,True,,pyoxidizer,,157.0,155.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,38459.0,38821.0,,,,3.0,,24312.0,,,,,,,,,,,,,,,,,,
+144,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 14:01:33.000,2025-04-22 14:56:23.864,2018-06-28 13:35:12,500.0,,380.0,4.0,1.0,,,4386.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,27,False,,memory_profiler,conda-forge/memory_profiler,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,6169979.0,6233914.0,https://anaconda.org/conda-forge/memory_profiler,2025-04-22 14:56:23.864,3708261.0,3.0,,,,,,,,,,,,,,,,,,,,
+145,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 04:33:35.000,2021-06-11 17:11:55,4487.0,,1356.0,100.0,3154.0,835.0,2374.0,3573.0,2017-05-30 10:07:57.000,0.11.1,731.0,484.0,27,False,,coala-bears,,19.0,13.0,https://pypi.org/project/coala-bears,2023-12-02 01:06:08.134,6.0,4874.0,4875.0,,,,3.0,,239.0,,,,,,,,,,,,,,,,,,
+146,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 00:25:02.000,2020-11-16 01:36:32,316.0,,636.0,157.0,35.0,183.0,120.0,2089.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,27,False,,uiautomator,,317.0,305.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,12.0,109266.0,109266.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+147,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 11:38:06.000,2025-08-28 05:07:16.082,2025-08-23 01:35:18,1442.0,7.0,266.0,86.0,401.0,104.0,428.0,1846.0,2025-08-23 02:13:08.000,0.13.17,687.0,39.0,27,True,,pybuilder,conda-forge/pybuilder,6.0,,https://pypi.org/project/pybuilder,2025-08-23 01:47:17.000,6.0,51828.0,58462.0,https://anaconda.org/conda-forge/pybuilder,2025-08-28 05:07:16.082,298530.0,3.0,,,,,,,,,,,,,,,,,,,,
+148,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 20:46:30.000,2025-05-06 00:54:42.372,2024-11-12 11:10:14,787.0,,76.0,15.0,105.0,21.0,64.0,1636.0,2024-11-12 11:23:25.000,1.6.10,26.0,31.0,27,True,,yappi,conda-forge/yappi,1570.0,1507.0,https://pypi.org/project/yappi,2024-11-12 11:23:25.000,63.0,1181732.0,1186796.0,https://anaconda.org/conda-forge/yappi,2025-05-06 00:54:42.372,293739.0,3.0,,,,,,,,,,,,,,,,,,,,
+149,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 07:19:44.000,2025-06-07 07:19:43,497.0,1.0,89.0,10.0,66.0,60.0,56.0,1352.0,2021-12-22 16:55:15.000,1.0.1,18.0,30.0,27,True,,pympler,conda-forge/pympler,259.0,,https://pypi.org/project/pympler,2024-06-28 19:56:05.000,259.0,3840760.0,3850480.0,https://anaconda.org/conda-forge/pympler,2025-04-22 14:56:33.462,563784.0,3.0,,,,,,,,,,,,,,,,,,,,
+150,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 03:40:17.000,2025-08-25 02:15:35.000,2025-08-25 02:15:33,669.0,1.0,82.0,15.0,207.0,42.0,80.0,939.0,2024-03-13 03:42:45.000,2.3.1,61.0,39.0,27,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,1003.0,,https://pypi.org/project/autoflake,2024-03-13 03:41:26.000,1003.0,3859678.0,3871867.0,https://anaconda.org/conda-forge/autoflake,2025-07-28 21:36:26.374,621662.0,2.0,,,,,,,,,,,,,,,,,,,,
+151,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2025-04-22 14:56:33.663,2024-03-30 08:11:44,267.0,,103.0,24.0,116.0,45.0,89.0,853.0,2019-12-10 01:50:33.000,0.8.1,14.0,35.0,27,False,,astor,conda-forge/astor,618.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,618.0,13080113.0,13410312.0,https://anaconda.org/conda-forge/astor,2025-04-22 14:56:33.663,2641599.0,2.0,,,,,,,,,,,,,,,,,,,,
+152,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 18:03:16.000,2025-08-22 22:15:06.000,2025-08-22 21:11:31,1154.0,54.0,50.0,13.0,23.0,46.0,55.0,838.0,2025-07-11 19:33:47.000,3.8.0,56.0,10.0,27,True,,hunter,conda-forge/hunter,17.0,,https://pypi.org/project/hunter,2025-08-22 22:11:39.000,17.0,526556.0,530076.0,https://anaconda.org/conda-forge/hunter,2025-07-12 01:44:58.114,172510.0,3.0,,,,,,,,,,,,,,,,,,,,
+153,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 20:08:18.000,2025-04-22 14:56:42.087,2024-11-12 22:24:34,1157.0,,75.0,23.0,98.0,7.0,180.0,793.0,2024-04-18 23:54:19.000,4.0.2,149.0,40.0,27,True,,green,conda-forge/green,1465.0,1339.0,https://pypi.org/project/green,2024-04-18 23:54:19.000,126.0,20985.0,25098.0,https://anaconda.org/conda-forge/green,2025-04-22 14:56:42.087,250938.0,3.0,,,,,,,,,,,,,,,,,,,,
+154,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 14:40:55.000,2025-04-22 14:57:01.909,2024-06-04 10:45:11,262.0,,24.0,13.0,38.0,4.0,5.0,462.0,2024-05-31 16:57:41.000,1.1.3,42.0,14.0,27,False,explosion/wasabi,wasabi,conda-forge/wasabi,68101.0,67890.0,https://pypi.org/project/wasabi,2024-05-31 16:56:16.000,211.0,12756112.0,12783072.0,https://anaconda.org/conda-forge/wasabi,2025-04-22 14:57:01.909,1671538.0,3.0,,,,,,,,,,,,,,,,,,,,
+155,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 14:56:33.025,2024-02-26 01:33:26,235.0,,112.0,20.0,67.0,13.0,46.0,443.0,2024-02-26 01:36:32.000,1.7.2,34.0,38.0,27,False,,ddt,conda-forge/ddt,6556.0,6344.0,https://pypi.org/project/ddt,2024-02-26 01:36:32.000,212.0,1259356.0,1263126.0,https://anaconda.org/conda-forge/ddt,2025-04-22 14:56:33.025,131979.0,3.0,,,,,,,,,,,,,,,,,,,,
+156,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 11:27:41.000,2025-06-23 16:48:54.000,2024-07-12 19:12:57,938.0,,39.0,13.0,38.0,202.0,311.0,404.0,2024-05-25 16:33:38.000,0.28.8,50.0,31.0,27,False,,py2app,,5514.0,5489.0,https://pypi.org/project/py2app,2024-05-25 16:31:50.000,25.0,33910.0,33910.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+157,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 12:46:09.000,2025-08-12 10:46:24.000,2025-08-12 10:46:22,316.0,23.0,74.0,9.0,120.0,8.0,98.0,278.0,2025-06-24 12:47:38.000,0.19.2,38.0,50.0,27,True,,flake8-import-order,conda-forge/flake8-import-order,654.0,,https://pypi.org/project/flake8-import-order,2025-06-24 12:47:38.000,654.0,964442.0,974104.0,https://anaconda.org/conda-forge/flake8-import-order,2025-06-26 20:28:26.571,318746.0,3.0,['flake8'],9.0,,,,,,,,,,,,,,,,,,
+158,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 21:41:44.000,2025-08-11 18:49:00.000,2025-08-05 11:46:24,181.0,15.0,25.0,7.0,87.0,3.0,20.0,267.0,2025-07-30 13:52:14.000,1.8.0,17.0,14.0,27,True,,pytest-datadir,conda-forge/pytest-datadir,2275.0,2002.0,https://pypi.org/project/pytest-datadir,2025-07-30 13:52:11.000,273.0,742834.0,752757.0,https://anaconda.org/conda-forge/pytest-datadir,2025-07-30 22:39:32.200,337312.0,3.0,['pytest'],69.0,,,,,,,,,,,,,,,,,,
+159,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 14:57:21.503,2025-04-02 15:52:31,354.0,,33.0,8.0,125.0,7.0,65.0,255.0,2025-04-02 19:31:14.000,1.0.1,25.0,16.0,27,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,5300.0,4517.0,https://pypi.org/project/pytest-mypy,2025-04-02 19:31:14.000,783.0,493652.0,495632.0,https://anaconda.org/conda-forge/pytest-mypy,2025-04-22 14:57:21.503,118810.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+160,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 21:09:28.000,2024-12-20 17:52:29.000,2024-12-19 16:56:51,1087.0,,66.0,32.0,7.0,,,240.0,2024-08-16 16:13:46.000,7.0.0,42.0,189.0,27,True,,hacking,,7879.0,7786.0,https://pypi.org/project/hacking,2024-08-16 16:13:46.000,93.0,101055.0,101055.0,,,,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+161,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 14:56:27.787,2024-02-10 21:52:43,112.0,,39.0,3.0,70.0,11.0,45.0,178.0,2024-02-10 21:58:22.000,3.4.0,42.0,33.0,27,False,,flake8-quotes,conda-forge/flake8-quotes,23994.0,23560.0,https://pypi.org/project/flake8-quotes,2024-02-10 21:58:22.000,434.0,779965.0,795880.0,https://anaconda.org/conda-forge/flake8-quotes,2025-04-22 14:56:27.787,763934.0,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+162,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 10:39:07.000,2025-08-25 20:34:57.000,2025-08-25 20:34:57,116.0,1.0,37.0,11.0,56.0,1.0,37.0,146.0,2024-06-27 20:31:49.000,0.6.0,23.0,11.0,27,True,,gast,conda-forge/gast,214237.0,213793.0,https://pypi.org/project/gast,2024-06-27 20:31:49.000,444.0,20088778.0,20146381.0,https://anaconda.org/conda-forge/gast,2025-04-22 14:56:50.637,3456234.0,2.0,,,,,,,,,,,,,,,,,,,,
+163,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 00:19:00.000,2025-06-19 05:52:11.000,2025-06-14 08:50:16,355.0,5.0,185.0,56.0,165.0,61.0,140.0,4933.0,2023-03-20 14:10:04.829,23.3.0,23.0,51.0,26,True,,monkeytype,conda-forge/monkeytype,23.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,23.0,188834.0,190258.0,https://anaconda.org/conda-forge/monkeytype,2025-04-22 14:56:45.647,89746.0,2.0,,,,,,,,,,,,,,,,,,,,
+164,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 21:31:40.000,2021-01-11 21:31:39,2145.0,,118.0,26.0,221.0,107.0,161.0,1782.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,26,False,,dephell,,866.0,846.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,20.0,1163.0,1167.0,,,,3.0,,339.0,,,,,,,,,,,,,,,,,,
+165,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 22:12:25.000,2025-07-13 09:58:57.000,2023-10-11 03:48:44,905.0,,60.0,23.0,130.0,44.0,73.0,1250.0,2023-10-11 03:48:57.000,1.25.0,52.0,24.0,26,False,,wily,,271.0,269.0,https://pypi.org/project/wily,2023-10-11 03:48:57.000,2.0,19991.0,19991.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+166,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 06:45:05.000,2022-08-08 11:25:05,700.0,,100.0,18.0,99.0,64.0,96.0,1054.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,26,False,,pylama,,7103.0,6774.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,329.0,273623.0,273623.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+167,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 14:21:10.000,2025-04-22 14:56:46.735,2024-12-22 12:39:02,393.0,,66.0,20.0,86.0,41.0,131.0,907.0,2024-12-22 12:48:57.000,2.1.3,93.0,29.0,26,True,,pytest-testmon,conda-forge/pytest-testmon,1461.0,1432.0,https://pypi.org/project/pytest-testmon,2024-12-22 12:43:10.000,29.0,709117.0,709851.0,https://anaconda.org/conda-forge/pytest-testmon,2025-04-22 14:56:46.735,66115.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+168,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2025-04-22 14:56:22.885,2024-11-30 16:19:06,685.0,,115.0,24.0,183.0,26.0,68.0,791.0,2023-10-22 15:51:05.000,V2.1.0,25.0,45.0,26,False,,pyhamcrest,conda-forge/pyhamcrest,42581.0,42266.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,315.0,2910787.0,2922922.0,https://anaconda.org/conda-forge/pyhamcrest,2025-04-22 14:56:22.885,533953.0,3.0,,,,,,,,,,,,,,,,,,,,
+169,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 02:08:20.000,2025-04-22 14:56:45.076,2019-06-15 20:36:43,183.0,,57.0,11.0,51.0,47.0,45.0,756.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,26,False,,pytest-watch,conda-forge/pytest-watch,11667.0,11108.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,559.0,661271.0,664194.0,https://anaconda.org/conda-forge/pytest-watch,2025-04-22 14:56:45.076,172506.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+170,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 02:48:01.000,2025-08-11 11:04:26.000,2025-08-11 11:04:25,497.0,6.0,43.0,9.0,319.0,9.0,72.0,671.0,2024-10-23 21:31:31.000,1.19.1,30.0,25.0,26,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,1434.0,1346.0,https://pypi.org/project/blacken-docs,2024-10-23 21:31:31.000,88.0,154403.0,155267.0,https://anaconda.org/conda-forge/blacken-docs,2025-04-22 14:57:29.773,52714.0,3.0,,,,,,,,,,,,,,,,,,,,
+171,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 02:33:25.000,2025-07-07 21:07:18.000,2024-05-20 16:10:07,243.0,,49.0,4.0,125.0,32.0,37.0,640.0,2024-04-07 22:30:44.000,1.7.0,16.0,17.0,26,False,,interrogate,,9021.0,8635.0,https://pypi.org/project/interrogate,2024-04-07 22:30:44.000,386.0,392118.0,392118.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+172,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 16:14:56.000,2022-02-03 20:25:55,403.0,,213.0,24.0,95.0,57.0,82.0,588.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,26,False,,sphinx-bootstrap-theme,,275.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,275.0,257558.0,257558.0,,,,3.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+173,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 06:52:50.000,2025-08-28 00:15:45.000,2025-08-28 00:15:44,1351.0,35.0,169.0,31.0,630.0,41.0,376.0,490.0,2025-08-06 19:47:04.000,3.12.2,39.0,76.0,26,True,,,constructor,27.0,27.0,,,,,222.0,https://anaconda.org/anaconda/constructor,2025-08-09 09:27:17.319,24929.0,3.0,,289.0,,,,,,,,,,,,,,,,,,
+174,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 04:51:13.000,2025-07-04 07:46:29.000,2025-07-04 07:46:00,100.0,2.0,76.0,9.0,72.0,21.0,40.0,470.0,2025-07-04 07:46:30.000,3.2.3,32.0,29.0,26,True,,pytest-docker,,2334.0,2200.0,https://pypi.org/project/pytest-docker,2025-07-04 07:46:16.000,134.0,662180.0,662183.0,,,,3.0,['pytest'],209.0,,,,,,,,,,,,,,,,,,
+175,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 14:57:50.454,2024-12-31 07:51:55,440.0,,13.0,3.0,332.0,8.0,32.0,315.0,2023-05-31 09:59:03.360,1.5.0,16.0,17.0,26,True,,flake8-eradicate,conda-forge/flake8-eradicate,20294.0,20121.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,173.0,770930.0,771389.0,https://anaconda.org/conda-forge/flake8-eradicate,2025-04-22 14:57:50.454,23897.0,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+176,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 15:27:20.000,2025-04-22 14:56:57.724,2025-01-20 12:37:43,583.0,,38.0,6.0,73.0,23.0,77.0,293.0,,,44.0,22.0,26,True,,check-manifest,conda-forge/check-manifest,16324.0,11725.0,https://pypi.org/project/check-manifest,2024-10-09 08:09:59.000,4599.0,765472.0,768242.0,https://anaconda.org/conda-forge/check-manifest,2025-04-22 14:56:57.724,163481.0,3.0,,,,,,,,,,,,,,,,,,,,
+177,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 14:56:42.129,2023-07-03 22:55:34,205.0,,55.0,19.0,109.0,1.0,86.0,231.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,26,False,,typed_ast,conda-forge/typed-ast,642.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,642.0,6076047.0,6191483.0,https://anaconda.org/conda-forge/typed-ast,2025-04-22 14:56:42.129,6695314.0,3.0,,,,,,,,,,,,,,,,,,,,
+178,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 21:54:37.000,2021-12-09 03:12:36,1672.0,,72.0,27.0,107.0,90.0,48.0,715.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,25,False,,redbaron,,847.0,759.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,88.0,344394.0,344394.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+179,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 21:55:05.000,2025-04-22 14:57:40.275,2024-11-22 03:48:46,508.0,,82.0,17.0,540.0,25.0,116.0,686.0,2024-04-01 20:24:40.000,3.6.0,42.0,39.0,25,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,187.0,,https://pypi.org/project/mypy-protobuf,2024-04-01 20:24:40.000,187.0,6605936.0,6608822.0,https://anaconda.org/conda-forge/mypy-protobuf,2025-04-22 14:57:40.275,164554.0,3.0,,,,,,,,,,,,,,,,,,,,
+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 15:34:22.000,2023-11-09 15:30:55,473.0,,65.0,23.0,87.0,53.0,52.0,532.0,2023-11-09 15:34:22.000,0.11.3,22.0,23.0,25,False,,mamba,,1385.0,1356.0,https://pypi.org/project/mamba,2023-11-09 15:34:22.000,29.0,10427.0,10427.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+181,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 14:25:24.000,2025-08-26 08:16:29.000,2025-08-26 08:15:01,919.0,11.0,25.0,4.0,565.0,51.0,82.0,405.0,2023-12-31 16:40:33.000,0.35.0,53.0,16.0,25,True,,nitpick,,1386.0,1360.0,https://pypi.org/project/nitpick,2023-12-31 16:40:30.000,26.0,16174.0,16174.0,,,,3.0,['flake8'],12.0,,,,,,,,,,,,,,,,,,
+182,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 04:39:48.000,2025-08-12 13:10:14.000,2025-08-12 13:10:06,189.0,1.0,25.0,5.0,31.0,7.0,17.0,214.0,2025-05-18 15:34:29.000,3.0.0,20.0,16.0,25,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,16873.0,16842.0,https://pypi.org/project/eradicate,2025-05-18 15:34:29.000,31.0,1102388.0,1102735.0,https://anaconda.org/conda-forge/eradicate,2025-05-20 15:34:28.643,18044.0,2.0,,,,,,,,,,,,,,,,,,,,
+183,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 01:59:02.000,2025-08-20 01:37:32.000,2025-08-20 01:37:31,925.0,11.0,15.0,7.0,127.0,20.0,32.0,212.0,2024-08-20 13:50:02.000,1.2.0,73.0,13.0,25,True,,xdoctest,conda-forge/xdoctest,192.0,,https://pypi.org/project/xdoctest,2024-08-20 13:48:18.000,192.0,730376.0,734782.0,https://anaconda.org/conda-forge/xdoctest,2025-04-22 14:57:21.967,264129.0,3.0,,223.0,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+184,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 14:40:26.000,2025-07-08 02:04:34.000,2025-07-08 02:04:33,195.0,3.0,11.0,2.0,68.0,3.0,26.0,166.0,2022-12-20 09:31:01.407,0.3.6,20.0,10.0,25,True,,flake8-black,conda-forge/flake8-black,9075.0,8587.0,https://pypi.org/project/flake8-black,2022-12-20 09:31:01.407,488.0,699243.0,706918.0,https://anaconda.org/conda-forge/flake8-black,2025-04-22 14:57:06.345,483561.0,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+185,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 09:25:13.000,2024-05-16 20:07:44.000,2024-05-16 19:46:04,218.0,,30.0,4.0,39.0,3.0,28.0,134.0,2024-05-16 20:07:44.000,4.0.0,22.0,15.0,25,False,,flake8-commas,,19197.0,18981.0,https://pypi.org/project/flake8-commas,2024-05-16 20:07:44.000,216.0,431161.0,431161.0,,,,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+186,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 11:23:04.000,2023-03-23 11:09:43.000,2023-01-05 00:12:47,102.0,,204.0,66.0,56.0,37.0,47.0,4658.0,2021-01-29 16:48:55.000,0.3.3,16.0,17.0,24,False,,better-exceptions,,102.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,102.0,334492.0,334492.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+187,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 04:47:03.000,2025-07-01 16:14:51.000,2022-02-16 05:16:40,168.0,,384.0,76.0,41.0,24.0,38.0,4132.0,2025-07-01 16:14:51.000,4.4.10,228.0,16.0,24,False,,rebound,conda-forge/rebound,41.0,,https://pypi.org/project/rebound,2025-07-01 16:14:51.000,41.0,15256.0,30132.0,https://anaconda.org/conda-forge/rebound,2025-06-05 21:24:45.756,937008.0,3.0,,264.0,,,,,,,,,,,,,,,,,,
+188,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 07:43:03.000,2022-07-15 07:43:03,620.0,,153.0,69.0,32.0,30.0,57.0,3968.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,24,False,,vprof,,143.0,132.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,11.0,8980.0,8980.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+189,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 18:46:23.000,2024-11-04 23:35:07.000,2024-11-04 23:35:07,218.0,,106.0,28.0,135.0,65.0,79.0,1870.0,2024-11-01 19:48:43.000,1.0.8,65.0,43.0,24,True,,shiv,,16.0,,https://pypi.org/project/shiv,2024-11-01 19:47:45.000,16.0,135157.0,135184.0,,,,3.0,,2008.0,,,,,,,,,,,,,,,,,,
+190,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 14:56:57.175,2023-01-20 18:08:14,186.0,,121.0,38.0,95.0,48.0,34.0,1617.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,24,False,,bowler,conda-forge/bowler,19.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,19.0,64404.0,64690.0,https://anaconda.org/conda-forge/bowler,2025-04-22 14:56:57.175,23232.0,3.0,,,,,,,,,,,,,,,,,,,,
+191,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 18:45:35.000,2025-04-22 14:58:02.750,2024-10-06 20:30:29,434.0,,38.0,21.0,19.0,25.0,31.0,1389.0,2024-10-06 20:31:02.000,0.6.0,16.0,22.0,24,True,,snoop,conda-forge/snoop,41.0,,https://pypi.org/project/snoop,2024-10-06 20:31:02.000,41.0,69749.0,69974.0,https://anaconda.org/conda-forge/snoop,2025-04-22 14:58:02.750,10376.0,3.0,,,,,,,,,,,,,,,,,,,,
+192,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2025-04-22 14:57:07.280,2024-03-13 19:34:35,215.0,,40.0,7.0,38.0,11.0,25.0,1290.0,2024-03-13 19:36:07.000,0.2.12,21.0,7.0,24,False,,stackprinter,conda-forge/stackprinter,476.0,428.0,https://pypi.org/project/stackprinter,2024-03-13 19:36:07.000,48.0,302602.0,302845.0,https://anaconda.org/conda-forge/stackprinter,2025-04-22 14:57:07.280,14144.0,3.0,,,,,,,,,,,,,,,,,,,,
+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 19:09:01.000,2025-08-01 10:46:40.000,2025-07-30 20:47:41,396.0,16.0,67.0,24.0,400.0,48.0,90.0,684.0,2023-10-26 02:37:12.000,2.1.0,11.0,47.0,24,False,,fixit,,108.0,97.0,https://pypi.org/project/fixit,2023-10-26 02:37:12.000,11.0,94023.0,94023.0,,,,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 21:09:24.000,2025-05-18 19:12:19.000,2025-05-18 19:00:05,124.0,,40.0,8.0,24.0,22.0,89.0,581.0,2025-05-18 19:12:19.000,3.1.2,31.0,10.0,24,True,lukasgeiter/mkdocs-awesome-nav,mkdocs-awesome-pages-plugin,,470.0,254.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2024-12-22 21:13:46.000,216.0,620044.0,620044.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+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 14:56:34.780,2022-01-27 10:32:34,98.0,,30.0,7.0,23.0,23.0,22.0,391.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,24,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,3599.0,3304.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,295.0,1239061.0,1246097.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2025-04-22 14:56:34.780,703622.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+196,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 00:55:50.000,2025-08-13 14:20:51.000,2025-08-13 14:20:49,551.0,10.0,29.0,6.0,242.0,,61.0,364.0,2025-05-23 23:52:25.000,3.2.0,42.0,11.0,24,True,,add-trailing-comma,,39.0,,https://pypi.org/project/add-trailing-comma,2025-05-23 23:52:25.000,39.0,99673.0,99673.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+197,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 03:34:37.000,2021-12-09 03:33:22,1505.0,,50.0,15.0,101.0,57.0,30.0,297.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,24,False,,baron,,451.0,446.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,5.0,344659.0,344659.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+198,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 14:57:41.763,2021-02-16 17:29:00,446.0,,51.0,9.0,171.0,33.0,23.0,203.0,2021-02-16 16:47:31.000,0.2.23,26.0,43.0,24,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,2005.0,1911.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,94.0,55574.0,55903.0,https://anaconda.org/conda-forge/data-science-types,2025-04-22 14:57:41.763,18450.0,3.0,,,,,,,,,,,,,,,,,,,,
+199,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 14:57:38.190,2025-03-09 17:32:30,258.0,,32.0,2.0,45.0,7.0,95.0,52.0,2025-03-09 17:32:47.000,0.16.5,30.0,23.0,24,True,,pytkdocs,conda-forge/pytkdocs,1617.0,1595.0,https://pypi.org/project/pytkdocs,2025-03-09 17:32:40.000,22.0,168966.0,172253.0,https://anaconda.org/conda-forge/pytkdocs,2025-04-22 14:57:38.190,190658.0,3.0,,,,,,,,,,,,,,,,,,,,
+200,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 14:57:40.153,2021-11-24 14:32:14,130.0,,87.0,32.0,11.0,14.0,38.0,2891.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,23,False,,pretty_errors,conda-forge/pretty_errors,110.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,110.0,122671.0,123187.0,https://anaconda.org/conda-forge/pretty_errors,2025-04-22 14:57:40.153,29431.0,3.0,,,,,,,,,,,,,,,,,,,,
+201,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 12:10:01.000,2025-01-05 12:09:52,568.0,,121.0,33.0,93.0,34.0,147.0,979.0,2020-07-03 08:11:24.000,2.5.1,22.0,31.0,23,True,,pynsist,,264.0,250.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,14.0,2487.0,2487.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+202,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 11:00:56.000,2023-01-03 00:40:56,266.0,,72.0,15.0,43.0,32.0,33.0,867.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,23,False,,portray,,880.0,858.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,22.0,26480.0,26480.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+203,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 20:15:00.000,2019-12-20 19:59:49,222.0,,146.0,14.0,67.0,35.0,28.0,855.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,23,False,,pycco,,348.0,342.0,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,6.0,13960.0,13960.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+204,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 07:52:32.000,2025-08-27 09:57:01.000,2025-01-02 18:11:10,836.0,,85.0,20.0,140.0,48.0,79.0,594.0,2024-11-29 19:33:49.000,1.8.1,14.0,67.0,23,True,,pytest-virtualenv,conda-forge/pytest-shutil,73.0,,https://pypi.org/project/pytest-virtualenv,2024-11-29 19:33:49.000,73.0,36934.0,39539.0,https://anaconda.org/conda-forge/pytest-shutil,2025-04-22 14:56:53.611,118944.0,3.0,,200.0,,,,,,,,,,,,,,,,,,
+205,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 03:08:01.000,2021-10-14 20:29:54,188.0,,80.0,12.0,52.0,92.0,49.0,372.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,23,False,,mkdocs-with-pdf,,800.0,792.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,8.0,100239.0,100239.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+206,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 18:39:17.052,2024-10-21 10:26:40,127.0,,22.0,6.0,19.0,5.0,35.0,259.0,2024-10-21 10:27:51.000,0.9.3,24.0,13.0,23,True,,xenon,conda-forge/xenon,1658.0,1611.0,https://pypi.org/project/xenon,2024-10-21 10:27:51.000,47.0,264459.0,274053.0,https://anaconda.org/conda-forge/xenon,2025-05-10 18:39:17.052,28784.0,3.0,,,,,,,,,,,,,,,,,,,,
+207,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 00:31:46.000,2025-06-18 23:48:47.000,2025-02-28 20:20:37,157.0,,43.0,8.0,52.0,5.0,37.0,229.0,2021-07-27 09:00:22.000,0.4.8,18.0,12.0,23,True,,lazydocs,,444.0,379.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,65.0,58964.0,58964.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+208,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 03:06:29.408,2025-04-22 14:56:28.268,2023-11-06 14:59:10,539.0,,44.0,,,,,198.0,2025-01-19 21:44:01.000,1.0.6,41.0,24.0,23,False,,asteval,conda-forge/asteval,184.0,,https://pypi.org/project/asteval,2025-01-19 21:44:01.000,184.0,3199957.0,3211429.0,https://anaconda.org/conda-forge/asteval,2025-04-22 14:56:28.268,619498.0,3.0,,,,,,,,,,,,,,,,,,,,
+209,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 15:33:16.000,2023-12-01 19:07:59,597.0,,41.0,6.0,28.0,32.0,46.0,175.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,23,False,,releases,conda-forge/sphinx-releases,749.0,708.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,41.0,26078.0,26716.0,https://anaconda.org/conda-forge/sphinx-releases,2025-04-22 14:56:50.743,55537.0,3.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+210,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 00:07:58.000,2025-01-19 01:58:19.000,2023-06-24 21:25:38,106.0,,60.0,7.0,27.0,,39.0,163.0,2025-01-19 01:58:19.000,0.6.8,32.0,19.0,23,False,,sphinx-markdown-builder,,1278.0,1118.0,https://pypi.org/project/sphinx-markdown-builder,2025-01-19 01:58:19.000,160.0,301464.0,301464.0,,,,3.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+211,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 08:24:17.000,2021-10-12 20:53:49,95.0,,61.0,25.0,63.0,36.0,33.0,1443.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,22,False,,pyannotate,,181.0,147.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,34.0,53801.0,53801.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+212,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 09:40:29.000,2025-07-06 13:27:39.000,2025-07-06 13:27:39,371.0,1.0,48.0,23.0,56.0,67.0,75.0,1335.0,2021-07-02 13:17:04.000,0.3.1,26.0,29.0,22,True,,pyflow,,43.0,42.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,366.0,486.0,,,,3.0,,8649.0,,,,,,,,,,,,,,,,,,
+213,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 14:57:50.459,2025-01-24 19:11:42,134.0,,49.0,10.0,104.0,28.0,41.0,1045.0,2023-09-03 16:53:31.000,0.12.2,18.0,14.0,22,True,,python-devtools,conda-forge/python-devtools,8718.0,8716.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,2.0,2043.0,2883.0,https://anaconda.org/conda-forge/python-devtools,2025-04-22 14:57:50.459,43699.0,3.0,,,,,,,,,,,,,,,,,,,,
+214,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 14:56:29.275,2023-04-16 21:21:14,535.0,,86.0,12.0,87.0,46.0,93.0,463.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,22,False,,paver,conda-forge/paver,13.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,13.0,116908.0,117328.0,https://anaconda.org/conda-forge/paver,2025-04-22 14:56:29.275,44117.0,3.0,,,,,,,,,,,,,,,,,,,,
+215,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 15:06:51.000,2023-07-28 19:56:59.000,2021-10-05 01:31:10,72.0,,41.0,19.0,32.0,44.0,46.0,337.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,22,False,,mkdocs-pdf-export-plugin,,1471.0,1465.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,37341.0,37341.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+216,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 16:59:41.000,2025-08-12 11:17:51.000,2025-06-01 11:59:50,146.0,2.0,22.0,4.0,75.0,56.0,72.0,195.0,2025-06-01 11:59:32.000,0.22.0,39.0,16.0,22,True,,flake8-simplify,conda-forge/flake8-simplify,109.0,,https://pypi.org/project/flake8-simplify,2025-06-01 11:59:32.000,109.0,327781.0,328853.0,https://anaconda.org/conda-forge/flake8-simplify,2025-06-02 22:44:06.745,60077.0,3.0,,,,,,,,,,,,,,,,,,,,
+217,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 12:02:33.000,2025-08-03 14:15:06.000,2025-08-03 14:13:17,298.0,9.0,27.0,4.0,31.0,11.0,101.0,171.0,2025-08-03 14:14:31.000,2.8,50.0,15.0,22,True,,mkdocs-print-site-plugin,,22.0,,https://pypi.org/project/mkdocs-print-site-plugin,2025-08-03 14:15:06.000,22.0,98066.0,98066.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+218,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 12:59:17.000,2025-05-17 07:19:25.000,2025-05-17 07:19:25,525.0,,423.0,74.0,148.0,99.0,262.0,6642.0,2024-07-21 21:37:55.000,1.2.4,12.0,65.0,21,True,,,,21.0,21.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+219,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 02:52:38.000,2025-04-07 02:52:38,355.0,,205.0,57.0,45.0,43.0,17.0,2843.0,,,13.0,25.0,21,True,,pyrasite,,67.0,67.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,,7986.0,7986.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+220,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 18:43:32.000,2020-08-26 00:32:16,828.0,,184.0,70.0,170.0,89.0,128.0,1762.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,21,False,,sixpack,,14.0,14.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,,69.0,69.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+221,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 22:35:49.000,2023-12-28 22:31:34,105.0,,56.0,45.0,24.0,8.0,23.0,1577.0,2020-12-02 20:41:20.000,20.12.2,3.0,44.0,21,False,,xar,,36.0,36.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,4520.0,4520.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+222,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 14:56:43.876,2019-10-30 17:50:10,279.0,,64.0,,,,,485.0,,,13.0,10.0,21,False,,assertpy,conda-forge/assertpy,99.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,99.0,596743.0,597314.0,https://anaconda.org/conda-forge/assertpy,2025-04-22 14:56:43.876,34868.0,3.0,,,,,,,,,,,,,,,,,,,,
+223,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 09:49:24.000,2025-08-02 08:08:55.000,2025-08-01 12:21:48,494.0,1.0,22.0,5.0,186.0,11.0,107.0,244.0,2023-12-24 07:42:09.000,1.2.1,57.0,16.0,21,True,hakancelikdev/unimport,unimport,,164.0,148.0,https://pypi.org/project/unimport,2023-12-24 07:42:09.000,16.0,35323.0,35323.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+224,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 14:57:04.228,2023-08-11 15:07:51,233.0,,18.0,4.0,83.0,13.0,41.0,170.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,21,False,,pandas-vet,conda-forge/pandas-vet,515.0,478.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,37.0,22980.0,23540.0,https://anaconda.org/conda-forge/pandas-vet,2025-04-22 14:57:04.228,23483.0,3.0,['flake8'],130.0,,,,,,,,,,,,,,,,,,
+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 14:56:26.263,2021-03-21 11:36:52,70.0,,19.0,5.0,14.0,9.0,3.0,125.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,21,False,prospector-dev/dodgy,dodgy,conda-forge/dodgy,2989.0,2938.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,51.0,488913.0,490174.0,https://anaconda.org/conda-forge/dodgy,2025-04-22 14:56:26.263,136256.0,3.0,,,,,,,,,,,,,,,,,,,,
+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 06:38:29.000,2022-08-29 13:45:55,70.0,,23.0,5.0,18.0,12.0,17.0,113.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,21,False,,flake8-bandit,,210.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,210.0,572161.0,572161.0,,,,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+227,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 15:24:47.133,2020-08-24 01:31:58,433.0,,115.0,72.0,25.0,17.0,19.0,2963.0,2017-06-28 06:10:16.000,0.1.3,5.0,18.0,20,False,,profiling,,82.0,80.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,2.0,746.0,746.0,,,,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 03:47:37.000,2020-03-08 21:43:06,1576.0,,244.0,67.0,116.0,27.0,78.0,2188.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,20,False,,python-taint,,2.0,,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,2.0,2222.0,2223.0,,,,3.0,,141.0,,,,,,,,,,,,,,,,,,
+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 18:49:20.000,2024-10-13 21:22:02.000,2023-10-16 20:22:41,416.0,,72.0,41.0,49.0,22.0,37.0,1687.0,2023-10-16 20:29:11.000,0.9.5,41.0,10.0,20,False,,birdseye,,8.0,,https://pypi.org/project/birdseye,2023-10-16 20:29:11.000,8.0,3284.0,3284.0,,,,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 14:57:57.761,2024-07-04 13:45:03,514.0,,26.0,9.0,46.0,8.0,17.0,389.0,2024-07-04 16:25:34.000,1.8.1,24.0,11.0,20,False,,manhole,conda-forge/manhole,6.0,,https://pypi.org/project/manhole,2024-07-04 16:25:34.000,6.0,658417.0,659505.0,https://anaconda.org/conda-forge/manhole,2025-04-22 14:57:57.761,53337.0,3.0,,,,,,,,,,,,,,,,,,,,
+231,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 15:53:36.000,2025-04-22 14:58:04.693,2024-10-31 12:34:30,242.0,,16.0,2.0,16.0,24.0,23.0,169.0,2024-10-31 12:39:01.000,0.16.0,19.0,16.0,20,True,,dlint,conda-forge/dlint,93.0,,https://pypi.org/project/dlint,2024-10-31 12:39:01.000,93.0,103691.0,103928.0,https://anaconda.org/conda-forge/dlint,2025-04-22 14:58:04.693,10685.0,3.0,,,,,,,,,,,,,,,,,,,,
+232,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 14:57:56.214,2019-08-07 13:44:00,69.0,,19.0,6.0,13.0,12.0,3.0,96.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,20,False,,unify,conda-forge/unify,1515.0,1444.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,71.0,101573.0,101633.0,https://anaconda.org/conda-forge/unify,2025-04-22 14:57:56.214,3004.0,3.0,,,,,,,,,,,,,,,,,,,,
+233,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 19:19:30.000,2022-03-08 14:42:57,26.0,,10.0,4.0,9.0,6.0,9.0,60.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,20,False,,mkdocs-git-revision-date-plugin,,2937.0,2896.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,41.0,71100.0,71100.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+234,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 12:04:13.000,2025-04-04 08:40:38.000,2025-04-04 08:40:37,795.0,,116.0,41.0,67.0,29.0,67.0,5722.0,2024-04-06 23:52:28.000,0.8.14,90.0,27.0,19,True,,xxh-xxh,,,,https://pypi.org/project/xxh-xxh,2024-04-06 23:52:28.000,,227.0,293.0,,,,3.0,,4390.0,,,,,,,,,,,,,,,,,,
+235,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 14:57:56.114,2021-11-13 14:58:04,27.0,,122.0,30.0,4.0,5.0,6.0,1827.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,19,False,,heartrate,conda-forge/heartrate,75.0,72.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,480.0,592.0,https://anaconda.org/conda-forge/heartrate,2025-04-22 14:57:56.114,5617.0,3.0,,,,,,,,,,,,,,,,,,,,
+236,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 21:35:41.000,2021-01-11 21:35:40,368.0,,47.0,5.0,68.0,4.0,,232.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,19,False,,flakehell,,18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,13999.0,14000.0,,,,3.0,['flake8'],97.0,,,,,,,,,,,,,,,,,,
+237,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 23:03:18.000,2025-06-02 23:03:15,48.0,2.0,13.0,6.0,35.0,10.0,23.0,154.0,2021-08-21 09:01:26.000,0.3.0,3.0,8.0,19,True,,com2ann,,98.0,96.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,32829.0,32829.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+238,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 01:59:13.000,2025-05-30 00:58:13.000,2025-05-30 00:52:14,1028.0,,20.0,7.0,34.0,11.0,80.0,138.0,2025-05-30 00:58:19.000,16.1.0,72.0,24.0,19,False,,pip-run,,96.0,86.0,https://pypi.org/project/pip-run,2025-05-30 00:58:13.000,10.0,8551.0,8551.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+239,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 16:51:36.000,2020-06-19 16:51:00,50.0,,17.0,4.0,13.0,23.0,3.0,102.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,19,False,,flake8-mypy,,1812.0,1757.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,55.0,42564.0,42564.0,,,,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+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 16:13:26.000,2024-05-24 16:13:26,57.0,,59.0,24.0,33.0,32.0,120.0,2985.0,2024-05-22 15:28:18.000,1.5.1,50.0,3.0,18,False,,reloadium,,,,https://pypi.org/project/reloadium,2024-05-22 15:28:18.000,,3222.0,3222.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+241,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 11:25:43.000,2021-09-18 20:16:24,55.0,,46.0,10.0,8.0,7.0,9.0,842.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,18,False,,py-heat,,86.0,80.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,4216.0,4216.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+242,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 20:12:27.000,2019-05-10 19:18:48,200.0,,24.0,12.0,25.0,4.0,40.0,370.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,18,False,,vex,,37.0,34.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,3.0,988.0,988.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+243,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 13:54:30.000,2019-10-04 19:05:46,128.0,,19.0,10.0,10.0,11.0,13.0,155.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,18,False,,pynt,,131.0,130.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,1.0,3093.0,3093.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+244,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 00:20:53.000,2024-01-01 00:18:13,201.0,,10.0,7.0,6.0,7.0,3.0,94.0,2014-09-07 13:57:37.000,0.5.7,24.0,3.0,18,False,,pyformat,,1917.0,1909.0,https://pypi.org/project/pyformat,2024-01-01 00:20:50.000,8.0,5419.0,5419.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+245,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 14:56:27.130,2022-07-19 20:45:38,40.0,,9.0,2.0,8.0,9.0,6.0,64.0,,,5.0,9.0,18,False,,pylint-flask,conda-forge/pylint-flask,8254.0,8248.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,6.0,179732.0,181487.0,https://anaconda.org/conda-forge/pylint-flask,2025-04-22 14:56:27.130,189605.0,3.0,['pylint'],,,,,,,,,,,,,,,,,,,
+246,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 15:44:45.608,2019-11-25 09:19:00,242.0,,124.0,68.0,29.0,7.0,15.0,2333.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,17,False,,fake2db,,32.0,32.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,,135.0,135.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+247,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 20:44:01.000,2017-02-13 18:07:04,26.0,,22.0,6.0,7.0,21.0,2.0,356.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,17,False,,pycycle,,105.0,102.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,3.0,18572.0,18572.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+248,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 15:15:12.000,2023-07-27 15:12:07,35.0,,14.0,7.0,23.0,11.0,6.0,276.0,2023-07-27 15:15:12.000,0.3.2,12.0,7.0,17,False,,bellybutton,,51.0,50.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,1476.0,1476.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+249,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 16:18:30.000,2023-09-12 01:27:09.000,2023-09-12 01:27:09,194.0,,16.0,4.0,17.0,4.0,7.0,114.0,2023-09-11 03:03:54.000,0.70.1,16.0,9.0,17,False,,massedit,,57.0,54.0,https://pypi.org/project/massedit,2023-09-11 02:59:59.000,3.0,1275.0,1275.0,,,,3.0,,33.0,,,,,,,,,,,,,,,,,,
+250,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 16:15:26.000,2024-10-01 16:13:03,569.0,,24.0,1.0,211.0,15.0,34.0,98.0,2024-10-01 16:15:26.000,1.6.1,44.0,18.0,17,True,,autoimport,,14.0,,https://pypi.org/project/autoimport,2024-10-01 16:15:26.000,14.0,17858.0,17858.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+251,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 03:48:07.000,2025-04-24 19:06:44.000,2025-04-24 19:06:43,153.0,,456.0,75.0,63.0,8.0,79.0,4071.0,,,,42.0,16,True,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+252,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 01:41:37.000,2023-01-03 15:31:24,422.0,,185.0,40.0,155.0,40.0,173.0,1625.0,,,,61.0,16,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+253,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 19:24:46.000,2020-03-01 19:24:44,80.0,,13.0,5.0,18.0,7.0,13.0,379.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,16,False,,tbvaccine,,17.0,17.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,2659.0,2659.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+254,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 14:58:04.676,2024-12-09 15:09:45,88.0,,6.0,10.0,3.0,6.0,13.0,243.0,2024-12-09 15:14:21.000,1.2.0,11.0,3.0,16,True,,cohesion,conda-forge/cohesion,13.0,,https://pypi.org/project/cohesion,2024-12-09 15:14:21.000,13.0,12943.0,13054.0,https://anaconda.org/conda-forge/cohesion,2025-04-22 14:58:04.676,5002.0,3.0,,,,,,,,,,,,,,,,,,,,
+255,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 04:37:59.000,2023-06-17 04:37:59,400.0,,36.0,8.0,68.0,20.0,26.0,223.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,16,False,,imhotep,,19.0,15.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,4.0,11.0,11.0,,,,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 15:57:27.000,2019-06-12 11:57:28,382.0,,4.0,8.0,62.0,4.0,25.0,70.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,16,False,,pytest-play,,10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,296.0,296.0,,,,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+257,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 15:51:53.000,2021-08-01 15:51:53,133.0,,6.0,2.0,39.0,3.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,16,False,,mkdocs-versioning,,126.0,126.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,6467.0,6467.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+258,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 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,4.0,7.0,7.0,12.0,118.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,15,False,,pep8ify,,66.0,66.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,,59.0,59.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+259,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 23:50:57.000,2023-01-30 07:50:18,198.0,,5.0,2.0,142.0,1.0,11.0,16.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,15,False,,yala,,66.0,56.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,2188.0,2188.0,,,,3.0,"['flake8', 'pylint']",,,,,,,,,,,,,,,,,,,
+260,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 14:56:45.636,2022-08-14 07:12:06,109.0,,19.0,6.0,28.0,1.0,15.0,143.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,14,False,,retype,conda-forge/retype,4.0,,https://pypi.org/project/retype,2022-08-14 07:10:00.969,4.0,1346.0,1994.0,https://anaconda.org/conda-forge/retype,2025-04-22 14:56:45.636,37621.0,3.0,,,,,,,,,,,,,,,,,,,,
+261,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 14:53:53.000,2022-12-19 19:23:19,95.0,,71.0,16.0,75.0,44.0,30.0,568.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+262,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 17:28:23.000,2019-06-27 03:42:48,285.0,,24.0,5.0,23.0,7.0,10.0,133.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,13,False,,pipenv-pipes,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,93.0,93.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+263,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 08:14:25.000,2022-09-15 18:19:20,395.0,,8.0,5.0,34.0,1.0,3.0,25.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,13,True,,universal-build,,7.0,,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,86.0,86.0,,,,3.0,,23.0,,,,,,,,,,,,,,,,,,
+264,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 17:39:55.000,2017-11-14 21:27:52,20.0,,166.0,76.0,4.0,11.0,15.0,2555.0,,,,3.0,12,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+265,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 19:10:21.000,2024-07-03 11:22:04,194.0,,3.0,2.0,281.0,2.0,3.0,173.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,12,False,,freshenv,raiyanyahya/freshenv,2.0,2.0,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,68.0,68.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,,,
+266,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 23:37:25.000,2022-12-13 04:09:02,54.0,,27.0,17.0,61.0,9.0,1.0,184.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,11,False,,linty-fresh,,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,14.0,14.0,,,,3.0,"['flake8', 'mypy']",,,,,,,,,,,,,,,,,,,
+267,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 04:45:03.000,2023-06-06 05:02:28.000,2023-06-06 05:02:21,291.0,,3.0,4.0,6.0,6.0,,43.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,11,False,,pyship,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,,35.0,35.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 5fd7404..82d3991 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,9 @@
_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._
-- mkdocs-material (🥇40 · ⭐ 24K · 📈) - Documentation that simply works. MIT MIT
-- memray (🥈34 · ⭐ 14K · 📈) - Memray is a memory profiler for Python. Apache-2
-- autopep8 (🥉33 · ⭐ 4.6K · 💤) - A tool that automatically formats Python code to conform to the PEP.. MIT
-- flake8-builtins (🥈26 · ⭐ 120 · 📈) - Check for python builtins being used as variables or.. ❗️GPL-2.0 MIT
-- pipenv (🥇40 · ⭐ 25K · 📉) - Python Development Workflow for Humans. MIT
-- packaging (🥈35 · ⭐ 670 · 📉) - Core utilities for Python packages. Apache-2
-- pyinstrument (🥈33 · ⭐ 7.3K · 📉) - Call stack profiler for Python. Shows you why your code is.. BSD-3
-- pipx (🥉31 · ⭐ 12K · 📉) - Install and Run Python Applications in Isolated Environments. MIT
+- playwright-python (🥈39 · ⭐ 14K · 📈) - Python version of the Playwright testing and.. Apache-2
+- pdoc (🥈32 · ⭐ 2.2K · 📈) - API Documentation for Python Projects. ❗️MIT-0
+- sphinx-autobuild (🥈31 · ⭐ 580 · 📈) - Watch a Sphinx directory and rebuild the.. MIT MIT
+- detect-secrets (🥉29 · ⭐ 4.2K · 💤) - An enterprise friendly way of detecting and preventing.. Apache-2