pyflakes (π₯36 Β· β 1.4K Β· π) - A simple program which checks Python source files for errors. MIT
+pyflakes (π₯36 Β· β 1.4K) - A simple program which checks Python source files for errors. MIT
- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 88 Β· π 180 Β· π¦ 330K Β· π 550 - 10% open Β· β±οΈ 20.06.2025):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (π₯ 49M / month Β· π¦ 1.3K Β· β±οΈ 20.06.2025):
+- [PyPi](https://pypi.org/project/pyflakes) (π₯ 50M / month Β· π¦ 1.3K Β· β±οΈ 20.06.2025):
```
pip install pyflakes
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 9.3M Β· β±οΈ 21.06.2025):
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 9.4M Β· β±οΈ 21.06.2025):
```
conda install -c conda-forge pyflakes
```
beartype (π₯35 Β· β 3.2K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 28 Β· π 64 Β· π¦ 7.8K Β· π 440 - 22% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 29 Β· π 65 Β· π¦ 7.8K Β· π 440 - 22% open Β· β±οΈ 30.10.2025):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 10M / month Β· π¦ 840 Β· β±οΈ 23.10.2025):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 11M / month Β· π¦ 840 Β· β±οΈ 26.10.2025):
```
pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 470K Β· β±οΈ 23.10.2025):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 480K Β· β±οΈ 26.10.2025):
```
conda install -c conda-forge beartype
```
@@ -160,7 +160,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/davidhalter/parso
```
-- [PyPi](https://pypi.org/project/parso) (π₯ 80M / month Β· π¦ 1.1K Β· β±οΈ 23.08.2025):
+- [PyPi](https://pypi.org/project/parso) (π₯ 81M / month Β· π¦ 1.1K Β· β±οΈ 23.08.2025):
```
pip install parso
```
@@ -176,7 +176,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 65M / month Β· π¦ 2.2K Β· β±οΈ 20.06.2025):
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 66M / month Β· π¦ 2.2K Β· β±οΈ 20.06.2025):
```
pip install pycodestyle
```
@@ -185,14 +185,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pycodestyle
```
flake8-bugbear (π₯33 Β· β 1.1K Β· π) - A plugin for Flake8 finding likely bugs and design.. MIT 
+flake8-bugbear (π₯33 Β· β 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT
- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 89 Β· π 110 Β· π¦ 42K Β· π 240 - 25% open Β· β±οΈ 22.10.2025):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 3.5M / month Β· π¦ 1.5K Β· β±οΈ 22.10.2025):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 3.7M / month Β· π¦ 1.5K Β· β±οΈ 22.10.2025):
```
pip install flake8-bugbear
```
@@ -208,15 +208,31 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (π₯ 98M / month Β· π¦ 21K Β· β±οΈ 16.10.2025):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 100M / month Β· π¦ 22K Β· β±οΈ 23.10.2025):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 4.9M Β· β±οΈ 16.10.2025):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 5M Β· β±οΈ 23.10.2025):
```
conda install -c conda-forge ruff
```
flake8-isort (π₯31 Β· β 180 Β· π) - flake8 plugin that integrates isort. βοΈGPL-2.0
+
+- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 40 Β· π 200 Β· π¦ 28K Β· π 60 - 3% open Β· β±οΈ 25.10.2025):
+
+ ```
+ git clone https://github.com/gforcada/flake8-isort
+ ```
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.3M / month Β· π¦ 630 Β· β±οΈ 25.10.2025):
+ ```
+ pip install flake8-isort
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 90K Β· β±οΈ 25.10.2025):
+ ```
+ conda install -c conda-forge flake8-isort
+ ```
+flake8-comprehensions (π₯30 Β· β 470) - A flake8 plugin to help you write better.. MIT
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 16 Β· π 23 Β· π¦ 29K Β· π 62 - 9% open Β· β±οΈ 07.10.2025):
@@ -228,14 +244,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 920K Β· β±οΈ 10.09.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 930K Β· β±οΈ 10.09.2025):
```
conda install -c conda-forge flake8-comprehensions
```
pylint-django (π₯28 Β· β 610) - Pylint plugin for improving code analysis for when.. βοΈGPL-3.0 
+pylint-django (π₯29 Β· β 620) - Pylint plugin for improving code analysis for when.. βοΈGPL-3.0
-- [GitHub](https://github.com/pylint-dev/pylint-django) (π¨βπ» 71 Β· π 120 Β· π₯ 420 Β· π¦ 32K Β· π 240 - 28% open Β· β±οΈ 16.09.2025):
+- [GitHub](https://github.com/pylint-dev/pylint-django) (π¨βπ» 71 Β· π 120 Β· π₯ 420 Β· π¦ 32K Β· π 240 - 27% open Β· β±οΈ 27.10.2025):
```
git clone https://github.com/PyCQA/pylint-django
@@ -251,12 +267,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
check-manifest (π₯28 Β· β 290) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 22 Β· π 38 Β· π¦ 12K Β· π 100 - 23% open Β· β±οΈ 15.10.2025):
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 23 Β· π 39 Β· π¦ 12K Β· π 100 - 23% open Β· β±οΈ 24.10.2025):
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 560K / month Β· π¦ 5K Β· β±οΈ 15.10.2025):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 610K / month Β· π¦ 5K Β· β±οΈ 15.10.2025):
```
pip install check-manifest
```
@@ -265,20 +281,36 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge check-manifest
```
flake8-isort (π₯28 Β· β 180) - flake8 plugin that integrates isort. βοΈGPL-2.0
+flake8-builtins (π₯28 Β· β 120) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 40 Β· π 200 Β· π¦ 28K Β· π 59 - 3% open Β· β±οΈ 17.08.2025):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 21 Β· π 25 Β· π¦ 12K Β· π 52 - 5% open Β· β±οΈ 25.10.2025):
```
- git clone https://github.com/gforcada/flake8-isort
+ git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.3M / month Β· π¦ 580 Β· β±οΈ 29.01.2025):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 830K / month Β· π¦ 590 Β· β±οΈ 25.10.2025):
```
- pip install flake8-isort
+ pip install flake8-builtins
```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 90K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 380K Β· β±οΈ 27.10.2025):
```
- conda install -c conda-forge flake8-isort
+ conda install -c conda-forge flake8-builtins
+ ```
+flake8-import-order (π₯27 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
+
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 50 Β· π 74 Β· π₯ 9 Β· π 110 - 8% open Β· β±οΈ 25.10.2025):
+
+ ```
+ git clone https://github.com/PyCQA/flake8-import-order
+ ```
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 960K / month Β· π¦ 650 Β· β±οΈ 24.06.2025):
+ ```
+ pip install flake8-import-order
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 350K Β· β±οΈ 26.06.2025):
+ ```
+ conda install -c conda-forge flake8-import-order
```
hacking (π₯27 Β· β 240 Β· π€) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
@@ -300,7 +332,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 700K / month Β· π¦ 540 Β· β±οΈ 21.09.2025):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 690K / month Β· π¦ 540 Β· β±οΈ 21.09.2025):
```
pip install flake8-black
```
@@ -309,50 +341,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge flake8-black
```
flake8-builtins (π₯27 Β· β 120) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-
-- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 21 Β· π 25 Β· π¦ 12K Β· π 53 - 7% open Β· β±οΈ 17.08.2025):
-
- ```
- git clone https://github.com/gforcada/flake8-builtins
- ```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 800K / month Β· π¦ 560 Β· β±οΈ 17.08.2025):
- ```
- pip install flake8-builtins
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 380K Β· β±οΈ 18.08.2025):
- ```
- conda install -c conda-forge flake8-builtins
- ```
-nitpick (π₯26 Β· β 410) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 18 Β· π 24 Β· π₯ 12 Β· π¦ 1.4K Β· π 140 - 38% open Β· β±οΈ 21.10.2025):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 18 Β· π 24 Β· π₯ 12 Β· π¦ 1.4K Β· π 140 - 38% open Β· β±οΈ 28.10.2025):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 16K / month Β· π¦ 26 Β· β±οΈ 17.10.2025):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 15K / month Β· π¦ 26 Β· β±οΈ 17.10.2025):
```
pip install nitpick
```
flake8-import-order (π₯26 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
-
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 50 Β· π 74 Β· π₯ 9 Β· π 110 - 8% open Β· β±οΈ 13.10.2025):
-
- ```
- git clone https://github.com/PyCQA/flake8-import-order
- ```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 940K / month Β· π¦ 650 Β· β±οΈ 24.06.2025):
- ```
- pip install flake8-import-order
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 340K Β· β±οΈ 26.06.2025):
- ```
- conda install -c conda-forge flake8-import-order
- ```
-mypy-protobuf (π₯25 Β· β 690 Β· π€) - open source tools to generate mypy stubs from protobufs. Apache-2
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 39 Β· π 84 Β· π 140 - 17% open Β· β±οΈ 22.11.2024):
@@ -376,7 +376,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 660K / month Β· π¦ 170 Β· β±οΈ 31.05.2023):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 690K / month Β· π¦ 170 Β· β±οΈ 31.05.2023):
```
pip install flake8-eradicate
```
@@ -396,7 +396,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install flake8-simplify
```
-- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 62K Β· β±οΈ 02.06.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 63K Β· β±οΈ 02.06.2025):
```
conda install -c conda-forge flake8-simplify
```
@@ -411,7 +411,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- pylama (π₯26 Β· β 1.1K Β· π) - Code audit tool for python. MIT
- data-science-types (π₯25 Β· β 200 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
- flake8-commas (π₯25 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT βUnlicensed
+- Fixit (π₯23 Β· β 690) - Advanced Python linting framework with auto-fixes and hierarchical.. βUnlicensed
- pandas-vet (π₯21 Β· β 170 Β· π) - A plugin for Flake8 that checks pandas code. MIT MIT MIT mypy (π₯49 Β· β 20K) - Optional static typing for Python. MIT
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 820 Β· π 3K Β· π¦ 330K Β· π 12K - 25% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 820 Β· π 3K Β· π¦ 330K Β· π 12K - 25% open Β· β±οΈ 30.10.2025):
```
git clone https://github.com/python/mypy
```
-- [PyPi](https://pypi.org/project/mypy) (π₯ 77M / month Β· π¦ 30K Β· β±οΈ 19.09.2025):
+- [PyPi](https://pypi.org/project/mypy) (π₯ 79M / month Β· π¦ 30K Β· β±οΈ 19.09.2025):
```
pip install mypy
```
-- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 6.1M Β· β±οΈ 19.09.2025):
+- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 6.2M Β· β±οΈ 19.09.2025):
```
conda install -c conda-forge mypy
```
pyright (π₯39 Β· β 15K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 130 Β· π 1.7K Β· π₯ 5.6K Β· π¦ 1.4K Β· π 7.3K - 1% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 130 Β· π 1.7K Β· π₯ 5.6K Β· π¦ 1.4K Β· π 7.3K - 1% open Β· β±οΈ 25.10.2025):
```
git clone https://github.com/Microsoft/pyright
@@ -457,32 +457,32 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
npm install pyright
```
pyre-check (π₯33 Β· β 7.1K) - Performant type-checking for python. MIT
+pytype (π₯34 Β· β 5K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 290 Β· π 450 Β· π¦ 21 Β· π 460 - 32% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 110 Β· π 290 Β· π¦ 4.1K Β· π 950 - 21% open Β· β±οΈ 28.10.2025):
```
- git clone https://github.com/facebook/pyre-check
+ git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 150K / month Β· π¦ 87 Β· β±οΈ 07.07.2025):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 460K / month Β· π¦ 230 Β· β±οΈ 11.10.2024):
```
- pip install pyre-check
+ pip install pytype
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 580K Β· β±οΈ 22.04.2025):
+ ```
+ conda install -c conda-forge pytype
```
pytype (π₯33 Β· β 5K) - A static type analyzer for Python code. Apache-2
+pyre-check (π₯33 Β· β 7.1K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 110 Β· π 290 Β· π¦ 4.1K Β· π 950 - 21% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 290 Β· π 450 Β· π¦ 21 Β· π 460 - 32% open Β· β±οΈ 30.10.2025):
```
- git clone https://github.com/google/pytype
- ```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 480K / month Β· π¦ 230 Β· β±οΈ 11.10.2024):
+ git clone https://github.com/facebook/pyre-check
```
- pip install pytype
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 130K / month Β· π¦ 87 Β· β±οΈ 07.07.2025):
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 580K Β· β±οΈ 22.04.2025):
- ```
- conda install -c conda-forge pytype
+ pip install pyre-check
```
Show 1 hidden projects...
@@ -497,12 +497,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1Mblack (π₯46 Β· β 41K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 480 Β· π 2.6K Β· π₯ 130K Β· π¦ 650K Β· π 2.8K - 12% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 480 Β· π 2.6K Β· π₯ 130K Β· π¦ 650K Β· π 2.8K - 12% open Β· β±οΈ 27.10.2025):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 83M / month Β· π¦ 41K Β· β±οΈ 19.09.2025):
+- [PyPi](https://pypi.org/project/black) (π₯ 83M / month Β· π¦ 43K Β· β±οΈ 19.09.2025):
```
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 (π₯43 Β· β 6.8K) - A Python utility / library to sort imports. MIT
+isort (π₯43 Β· β 6.9K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 320 Β· π 610 Β· π¦ 560K Β· π 1.4K - 13% open Β· β±οΈ 21.10.2025):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 320 Β· π 610 Β· π¦ 560K Β· π 1.4K - 13% open Β· β±οΈ 24.10.2025):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 70M / month Β· π¦ 22K Β· β±οΈ 11.10.2025):
+- [PyPi](https://pypi.org/project/isort) (π₯ 71M / month Β· π¦ 22K Β· β±οΈ 11.10.2025):
```
pip install isort
```
@@ -529,7 +529,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
yapf (π₯39 Β· β 14K Β· π€) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 160 Β· π 900 Β· π¦ 110K Β· π 880 - 47% open Β· β±οΈ 10.02.2025):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 160 Β· π 900 Β· π¦ 110K Β· π 890 - 47% open Β· β±οΈ 10.02.2025):
```
git clone https://github.com/google/yapf
@@ -550,7 +550,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 7.4M / month Β· π¦ 1.7K Β· β±οΈ 14.01.2025):
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 7.6M / month Β· π¦ 1.7K Β· β±οΈ 14.01.2025):
```
pip install autopep8
```
@@ -559,9 +559,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge autopep8
```
docformatter (π₯29 Β· β 570) - Formats docstrings to follow PEP 257. MIT
+docformatter (π₯30 Β· β 580) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 39 Β· π 85 Β· π₯ 51 Β· π¦ 4.3K Β· π 170 - 11% open Β· β±οΈ 14.08.2025):
+- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 40 Β· π 85 Β· π₯ 52 Β· π¦ 4.3K Β· π 170 - 11% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/myint/docformatter
@@ -599,12 +599,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
jedi (π₯41 Β· β 6K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
-- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 180 Β· π 510 Β· π¦ 580K Β· π 1.5K - 6% open Β· β±οΈ 03.09.2025):
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 180 Β· π 520 Β· π¦ 580K Β· π 1.5K - 6% open Β· β±οΈ 03.09.2025):
```
git clone https://github.com/davidhalter/jedi
```
-- [PyPi](https://pypi.org/project/jedi) (π₯ 79M / month Β· π¦ 1.2K Β· β±οΈ 11.11.2024):
+- [PyPi](https://pypi.org/project/jedi) (π₯ 81M / month Β· π¦ 1.2K Β· β±οΈ 11.11.2024):
```
pip install jedi
```
@@ -640,7 +640,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 870K Β· β±οΈ 09.10.2025):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 880K Β· β±οΈ 09.10.2025):
```
conda install -c conda-forge pyupgrade
```
@@ -652,7 +652,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 2.9M / month Β· π¦ 200 Β· β±οΈ 08.12.2024):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 3.1M / month Β· π¦ 200 Β· β±οΈ 08.12.2024):
```
pip install vulture
```
@@ -668,7 +668,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π₯ 4.5M / month Β· π¦ 1K Β· β±οΈ 13.03.2024):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 4.6M / month Β· π¦ 1K Β· β±οΈ 13.03.2024):
```
pip install autoflake
```
@@ -679,7 +679,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
MonkeyType (π₯25 Β· β 4.9K) - A Python library that generates static type annotations by.. BSD-3
-- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 51 Β· π 180 Β· π 200 - 30% open Β· β±οΈ 14.06.2025):
+- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 51 Β· π 190 Β· π 200 - 30% open Β· β±οΈ 14.06.2025):
```
git clone https://github.com/Instagram/MonkeyType
@@ -688,7 +688,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 98K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 99K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge monkeytype
```
@@ -712,7 +712,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 46K / month Β· π¦ 40 Β· β±οΈ 18.09.2025):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 44K / month Β· π¦ 40 Β· β±οΈ 18.09.2025):
```
pip install unimport
```
@@ -724,7 +724,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 2.4K / month Β· π¦ 3 Β· β±οΈ 21.09.2025):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 2.3K / month Β· π¦ 3 Β· β±οΈ 21.09.2025):
```
pip install massedit
```
@@ -736,7 +736,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (π₯ 19K / month Β· π¦ 2 Β· β±οΈ 21.08.2021):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 20K / month Β· π¦ 2 Β· β±οΈ 21.08.2021):
```
pip install com2ann
```
@@ -758,9 +758,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
bandit (π₯38 Β· β 7.4K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
+bandit (π₯38 Β· β 7.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 190 Β· π 700 Β· π₯ 890 Β· π¦ 59K Β· π 720 - 29% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 190 Β· π 700 Β· π₯ 890 Β· π¦ 60K Β· π 720 - 29% open Β· β±οΈ 20.10.2025):
```
git clone https://github.com/PyCQA/bandit
@@ -776,7 +776,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
safety (π₯36 Β· β 1.9K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 53 Β· π 170 Β· π₯ 900K Β· π¦ 18K Β· π 260 - 13% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 53 Β· π 170 Β· π₯ 910K Β· π¦ 18K Β· π 260 - 13% open Β· β±οΈ 27.10.2025):
```
git clone https://github.com/pyupio/safety
@@ -797,14 +797,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 18K / month Β· π¦ 12 Β· β±οΈ 07.10.2025):
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 17K / month Β· π¦ 12 Β· β±οΈ 07.10.2025):
```
pip install sqlmap
```
detect-secrets (π₯29 Β· β 4.3K Β· π€) - An enterprise friendly way of detecting and preventing.. Apache-2
-- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 85 Β· π 510 Β· π 370 - 33% open Β· β±οΈ 06.01.2025):
+- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 87 Β· π 510 Β· π 370 - 33% open Β· β±οΈ 06.01.2025):
```
git clone https://github.com/Yelp/detect-secrets
@@ -821,7 +821,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 92K / month Β· π¦ 93 Β· β±οΈ 31.10.2024):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 95K / month Β· π¦ 93 Β· β±οΈ 31.10.2024):
```
pip install dlint
```
@@ -832,7 +832,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 3 hidden projects...
-- pyarmor (π₯34 Β· β 4.7K) - A tool used to obfuscate python scripts, bind obfuscated scripts..βοΈSGI-B-2.0
+- pyarmor (π₯33 Β· β 4.7K Β· π) - A tool used to obfuscate python scripts, bind obfuscated.. βοΈSGI-B-2.0
- dodgy (π₯21 Β· β 130 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
- pyt (π₯20 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
virtualenv (π₯44 Β· β 5K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 300 Β· π 1.1K Β· π¦ 490K Β· π 1.4K - 1% open Β· β±οΈ 16.10.2025):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 300 Β· π 1.1K Β· π¦ 490K Β· π 1.4K - 1% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 250M / month Β· π¦ 2K Β· β±οΈ 10.10.2025):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 250M / month Β· π¦ 2K Β· β±οΈ 29.10.2025):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 17M Β· β±οΈ 10.10.2025):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 17M Β· β±οΈ 29.10.2025):
```
conda install -c conda-forge virtualenv
```
pipenv (π₯43 Β· β 25K) - Python Development Workflow for Humans. MIT
+pipenv (π₯42 Β· β 25K Β· π) - Python Development Workflow for Humans. MIT
- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 530 Β· π 1.9K Β· π¦ 170K Β· π 4.3K - 5% open Β· β±οΈ 20.10.2025):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 24M / month Β· π¦ 250 Β· β±οΈ 07.07.2025):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 23M / month Β· π¦ 250 Β· β±οΈ 07.07.2025):
```
pip install pipenv
```
@@ -874,14 +874,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pipenv
```
pyenv (π₯35 Β· β 43K) - Simple Python version management. MIT
+pyenv (π₯35 Β· β 44K) - Simple Python version management. MIT
- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 470 Β· π 3.2K Β· π¦ 21 Β· π 1.9K - 4% open Β· β±οΈ 21.10.2025):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 8.5K / month Β· β±οΈ 12.01.2019):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 8.8K / month Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
@@ -908,7 +908,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- vex (π₯19 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
- dh-virtualenv (π₯16 Β· β 1.6K Β· π) - Python virtualenvs in Debian packages. βοΈGPL-2.0
- pipenv-pipes (π₯14 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
-- freshenv (π₯13 Β· β 170 Β· π) - Provision, share, manage local and cloud developer environments. MPL-2.0
+- freshenv (π₯12 Β· β 170 Β· π) - Provision, share, manage local and cloud developer environments. MPL-2.0
@@ -916,14 +916,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pip (π₯47 Β· β 10K) - The Python package installer. MIT
+pip (π₯48 Β· β 10K Β· π) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 850 Β· π 3.2K Β· π¦ 240K Β· π 7.7K - 13% open Β· β±οΈ 21.10.2025):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 850 Β· π 3.2K Β· π¦ 240K Β· π 7.7K - 13% open Β· β±οΈ 27.10.2025):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 380M / month Β· π¦ 5.4K Β· β±οΈ 30.07.2025):
+- [PyPi](https://pypi.org/project/pip) (π₯ 410M / month Β· π¦ 5.5K Β· β±οΈ 25.10.2025):
```
pip install pip
```
@@ -934,12 +934,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda (π₯43 Β· β 7.1K) - A system-level, binary package and environment manager running on all.. BSD-3
-- [GitHub](https://github.com/conda/conda) (π¨βπ» 470 Β· π 2K Β· π₯ 32K Β· π¦ 52K Β· π 10K - 6% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 470 Β· π 2K Β· π₯ 32K Β· π¦ 52K Β· π 10K - 6% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 7.6K / month Β· π¦ 83 Β· β±οΈ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (π₯ 7.5K / month Β· π¦ 83 Β· β±οΈ 22.04.2017):
```
pip install conda
```
@@ -950,12 +950,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
poetry (π₯42 Β· β 34K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 610 Β· π 2.4K Β· π₯ 16M Β· π 6.3K - 9% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 610 Β· π 2.4K Β· π₯ 16M Β· π 6.3K - 9% open Β· β±οΈ 26.10.2025):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 66M / month Β· π¦ 870 Β· β±οΈ 21.09.2025):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 65M / month Β· π¦ 870 Β· β±οΈ 21.09.2025):
```
pip install poetry
```
@@ -966,7 +966,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pip-tools (π₯39 Β· β 7.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 220 Β· π 630 Β· π¦ 36K Β· π 1.2K - 18% open Β· β±οΈ 21.10.2025):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 220 Β· π 630 Β· π¦ 36K Β· π 1.2K - 18% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/jazzband/pip-tools
@@ -982,32 +982,32 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
PDM (π₯38 Β· β 8.5K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 230 Β· π 450 Β· π₯ 860 Β· π¦ 520 Β· π 1.9K - 2% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 230 Β· π 460 Β· π₯ 910 Β· π¦ 520 Β· π 1.9K - 2% open Β· β±οΈ 30.10.2025):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 6.8M / month Β· π¦ 210 Β· β±οΈ 11.10.2025):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 6.1M / month Β· π¦ 210 Β· β±οΈ 29.10.2025):
```
pip install pdm
```
-- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 1.6M Β· β±οΈ 11.10.2025):
+- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 1.6M Β· β±οΈ 29.10.2025):
```
conda install -c conda-forge pdm
```
pipx (π₯37 Β· β 12K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 170 Β· π 490 Β· π₯ 660K Β· π¦ 4.6K Β· π 880 - 18% open Β· β±οΈ 10.10.2025):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 170 Β· π 490 Β· π₯ 670K Β· π¦ 4.6K Β· π 880 - 18% open Β· β±οΈ 10.10.2025):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 10M / month Β· π¦ 75 Β· β±οΈ 30.09.2025):
+- [PyPi](https://pypi.org/project/pipx) (π₯ 13M / month Β· π¦ 75 Β· β±οΈ 30.09.2025):
```
pip install pipx
```
-- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 160K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 160K Β· β±οΈ 26.10.2025):
```
conda install -c conda-forge pipx
```
@@ -1019,7 +1019,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 920K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 930K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
```
pip install pipreqs
```
@@ -1030,7 +1030,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mamba (π₯30 Β· β 7.7K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 180 Β· π 410 Β· π 2K - 22% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 180 Β· π 420 Β· π 2K - 22% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/mamba-org/mamba
@@ -1047,7 +1047,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (π₯ 740 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 460 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
```
pip install pyflow
```
@@ -1055,7 +1055,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 2 hidden projects...
- dephell (π₯26 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,..MIT
-- pip-run (π₯18 Β· β 140) - pip-run - dynamic dependency loader for Python. βUnlicensed
+- pip-run (π₯19 Β· β 140) - pip-run - dynamic dependency loader for Python. βUnlicensed
@@ -1070,7 +1070,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/PyCQA/prospector ``` -- [PyPi](https://pypi.org/project/prospector) (π₯ 400K / month Β· π¦ 290 Β· β±οΈ 13.08.2025): +- [PyPi](https://pypi.org/project/prospector) (π₯ 410K / month Β· π¦ 290 Β· β±οΈ 13.08.2025): ``` pip install prospector ``` @@ -1086,7 +1086,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/PyCQA/mccabe ``` -- [PyPi](https://pypi.org/project/mccabe) (π₯ 66M / month Β· π¦ 930 Β· β±οΈ 24.01.2022): +- [PyPi](https://pypi.org/project/mccabe) (π₯ 68M / month Β· π¦ 930 Β· β±οΈ 24.01.2022): ``` pip install mccabe ``` @@ -1097,12 +1097,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
radon (π₯29 Β· β 1.9K Β· π€) - Various code metrics for Python code. MIT
-- [GitHub](https://github.com/rubik/radon) (π¨βπ» 60 Β· π 130 Β· π¦ 6.9K Β· π 190 - 21% open Β· β±οΈ 20.10.2024):
+- [GitHub](https://github.com/rubik/radon) (π¨βπ» 60 Β· π 130 Β· π¦ 7K Β· π 190 - 21% open Β· β±οΈ 20.10.2024):
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (π₯ 2.3M / month Β· π¦ 220 Β· β±οΈ 26.03.2023):
+- [PyPi](https://pypi.org/project/radon) (π₯ 3M / month Β· π¦ 220 Β· β±οΈ 26.03.2023):
```
pip install radon
```
@@ -1113,12 +1113,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
wily (π₯25 Β· β 1.3K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
-- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 24 Β· π 61 Β· π¦ 270 Β· π 120 - 37% open Β· β±οΈ 19.10.2025):
+- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 24 Β· π 62 Β· π¦ 270 Β· π 120 - 37% open Β· β±οΈ 19.10.2025):
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 20K / month Β· π¦ 2 Β· β±οΈ 11.10.2023):
+- [PyPi](https://pypi.org/project/wily) (π₯ 19K / month Β· π¦ 2 Β· β±οΈ 11.10.2023):
```
pip install wily
```
@@ -1139,14 +1139,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge xenon
```
cohesion (π₯15 Β· β 250 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0
+cohesion (π₯16 Β· β 250 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0
- [GitHub](https://github.com/mschwager/cohesion) (π¨βπ» 3 Β· π 6 Β· π 20 - 35% open Β· β±οΈ 09.12.2024):
```
git clone https://github.com/mschwager/cohesion
```
-- [PyPi](https://pypi.org/project/cohesion) (π₯ 7.8K / month Β· π¦ 13 Β· β±οΈ 09.12.2024):
+- [PyPi](https://pypi.org/project/cohesion) (π₯ 11K / month Β· π¦ 13 Β· β±οΈ 09.12.2024):
```
pip install cohesion
```
@@ -1163,12 +1163,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
rich (π₯46 Β· β 54K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 280 Β· π 1.9K Β· π¦ 480K Β· π 1.5K - 19% open Β· β±οΈ 09.10.2025):
+- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 280 Β· π 1.9K Β· π¦ 480K Β· π 1.5K - 20% open Β· β±οΈ 09.10.2025):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 240M / month Β· π¦ 26K Β· β±οΈ 09.10.2025):
+- [PyPi](https://pypi.org/project/rich) (π₯ 250M / month Β· π¦ 26K Β· β±οΈ 09.10.2025):
```
pip install rich
```
@@ -1199,44 +1199,44 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
sentry-sdk (π₯40 Β· β 2.1K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 290 Β· π 560 Β· π₯ 3.9K Β· π 1.9K - 10% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 290 Β· π 570 Β· π₯ 3.9K Β· π 1.9K - 11% open Β· β±οΈ 30.10.2025):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 78M / month Β· π¦ 1.3K Β· β±οΈ 20.10.2025):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 77M / month Β· π¦ 1.4K Β· β±οΈ 29.10.2025):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 1.4M Β· β±οΈ 20.10.2025):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 1.4M Β· β±οΈ 29.10.2025):
```
conda install -c conda-forge sentry-sdk
```
structlog (π₯39 Β· β 4.3K) - Simple, powerful, and fast logging for Python. Apache-2
-- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 140 Β· π 250 Β· π¦ 26K Β· π 380 - 10% open Β· β±οΈ 18.10.2025):
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 140 Β· π 260 Β· π¦ 26K Β· π 380 - 7% open Β· β±οΈ 28.10.2025):
```
git clone https://github.com/hynek/structlog
```
-- [PyPi](https://pypi.org/project/structlog) (π₯ 40M / month Β· π¦ 1.5K Β· β±οΈ 02.06.2025):
+- [PyPi](https://pypi.org/project/structlog) (π₯ 39M / month Β· π¦ 2.2K Β· β±οΈ 27.10.2025):
```
pip install structlog
```
-- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 840K Β· β±οΈ 02.06.2025):
+- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 850K Β· β±οΈ 28.10.2025):
```
conda install -c conda-forge structlog
```
loguru (π₯38 Β· β 23K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 68 Β· π 750 Β· π¦ 140K Β· π 1.1K - 20% open Β· β±οΈ 03.10.2025):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 68 Β· π 750 Β· π¦ 140K Β· π 1.1K - 20% open Β· β±οΈ 26.10.2025):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 45M / month Β· π¦ 11K Β· β±οΈ 06.12.2024):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 46M / month Β· π¦ 11K Β· β±οΈ 06.12.2024):
```
pip install loguru
```
@@ -1247,12 +1247,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
logbook (π₯36 Β· β 1.5K) - A cool logging replacement for Python. BSD-3
-- [GitHub](https://github.com/getlogbook/logbook) (π¨βπ» 81 Β· π 170 Β· π₯ 500 Β· π¦ 7.4K Β· π 190 - 25% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/getlogbook/logbook) (π¨βπ» 81 Β· π 170 Β· π₯ 500 Β· π¦ 7.4K Β· π 190 - 25% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/getlogbook/logbook
```
-- [PyPi](https://pypi.org/project/logbook) (π₯ 6.2M / month Β· π¦ 270 Β· β±οΈ 14.06.2025):
+- [PyPi](https://pypi.org/project/logbook) (π₯ 6.1M / month Β· π¦ 270 Β· β±οΈ 14.06.2025):
```
pip install logbook
```
@@ -1268,7 +1268,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/madzak/python-json-logger
```
-- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 64M / month Β· π¦ 1.1K Β· β±οΈ 06.10.2025):
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 65M / month Β· π¦ 1.1K Β· β±οΈ 06.10.2025):
```
pip install python-json-logger
```
@@ -1277,14 +1277,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge python-json-logger
```
colorlog (π₯32 Β· β 940 Β· π) - A colored formatter for the python logging module. MIT
+colorlog (π₯32 Β· β 940) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 35 Β· π 95 Β· π¦ 61K Β· β±οΈ 16.10.2025):
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 36M / month Β· π¦ 2.7K Β· β±οΈ 16.10.2025):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 37M / month Β· π¦ 2.7K Β· β±οΈ 16.10.2025):
```
pip install colorlog
```
@@ -1293,14 +1293,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge colorlog
```
alive-progress (π₯31 Β· β 6.2K Β· π) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
+alive-progress (π₯31 Β· β 6.2K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 11 Β· π 230 Β· π¦ 4.7K Β· π 240 - 6% open Β· β±οΈ 10.10.2025):
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 11 Β· π 230 Β· π¦ 4.8K Β· π 240 - 7% open Β· β±οΈ 10.10.2025):
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 2.4M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 2.5M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
```
pip install alive-progress
```
@@ -1309,9 +1309,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge alive-progress
```
tabulate (π₯31 Β· β 2.5K Β· π) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+tabulate (π₯31 Β· β 2.5K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 100 Β· π 170 Β· π 270 - 44% open Β· β±οΈ 23.07.2025):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 100 Β· π 170 Β· π 270 - 46% open Β· β±οΈ 23.07.2025):
```
git clone https://github.com/astanin/python-tabulate
@@ -1332,11 +1332,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 30M / month Β· π¦ 930 Β· β±οΈ 28.08.2024):
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 31M / month Β· π¦ 930 Β· β±οΈ 28.08.2024):
```
pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 3.5M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 3.6M Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge progressbar2
```
@@ -1348,7 +1348,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/liiight/notifiers
```
-- [PyPi](https://pypi.org/project/notifiers) (π₯ 530K / month Β· π¦ 37 Β· β±οΈ 17.05.2025):
+- [PyPi](https://pypi.org/project/notifiers) (π₯ 520K / month Β· π¦ 37 Β· β±οΈ 17.05.2025):
```
pip install notifiers
```
@@ -1364,7 +1364,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Qix-/better-exceptions
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 360K / month Β· π¦ 100 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 350K / month Β· π¦ 100 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
@@ -1408,14 +1408,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 380 / month Β· β±οΈ 06.04.2024):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 270 / month Β· β±οΈ 06.04.2024):
```
pip install xxh-xxh
```
Show 1 hidden projects...
-- xonsh (π₯35 Β· β 9K) - Python-powered shell. Full-featured and cross-platform.βοΈBSD-1-Clause
+- xonsh (π₯36 Β· β 9K) - Python-powered shell. Full-featured and cross-platform. βοΈBSD-1-Clause
@@ -1427,7 +1427,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mkdocs-material (π₯43 Β· β 25K) - Documentation that simply works. MIT 
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 320 Β· π 3.9K Β· π¦ 74K Β· π 2.6K - 0% open Β· β±οΈ 18.10.2025):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 320 Β· π 3.9K Β· π¦ 75K Β· π 2.6K - 0% open Β· β±οΈ 18.10.2025):
```
git clone https://github.com/squidfunk/mkdocs-material
@@ -1436,7 +1436,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 800K Β· β±οΈ 15.10.2025):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 810K Β· β±οΈ 15.10.2025):
```
conda install -c conda-forge mkdocs-material
```
@@ -1448,7 +1448,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 10M / month Β· π¦ 7.1K Β· β±οΈ 30.08.2024):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 11M / month Β· π¦ 7.1K Β· β±οΈ 30.08.2024):
```
pip install mkdocs
```
@@ -1468,12 +1468,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install sphinx_rtd_theme
```
-- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 4.6M Β· β±οΈ 14.09.2025):
+- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 4.7M Β· β±οΈ 14.09.2025):
```
conda install -c conda-forge sphinx_rtd_theme
```
Griffe (π₯34 Β· β 550) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
+Griffe (π₯34 Β· β 560) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 42 Β· π 60 Β· π¦ 13K Β· π 290 - 9% open Β· β±οΈ 15.10.2025):
@@ -1484,19 +1484,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 670K Β· β±οΈ 06.09.2025):
+- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 680K Β· β±οΈ 06.09.2025):
```
conda install -c conda-forge griffe
```
mkdocstrings (π₯33 Β· β 2K Β· π) - Automatic documentation from sources, for MkDocs. ISC
+mkdocstrings (π₯33 Β· β 2K) - Automatic documentation from sources, for MkDocs. ISC
- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 53 Β· π 120 Β· π¦ 21K Β· π 460 - 12% open Β· β±οΈ 09.10.2025):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 4.5M / month Β· π¦ 1.7K Β· β±οΈ 19.09.2025):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 4.7M / month Β· π¦ 1.7K Β· β±οΈ 19.09.2025):
```
pip install mkdocstrings
```
@@ -1507,16 +1507,16 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
sphinx-autodoc-typehints (π₯33 Β· β 580) - Type hints support for the Sphinx autodoc extension. MIT 
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 63 Β· π 110 Β· π¦ 58K Β· π 220 - 19% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 63 Β· π 110 Β· π¦ 58K Β· π 220 - 19% open Β· β±οΈ 27.10.2025):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 4.9M / month Β· π¦ 5.2K Β· β±οΈ 16.10.2025):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 5M / month Β· π¦ 5.2K Β· β±οΈ 16.10.2025):
```
pip install sphinx-autodoc-typehints
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 940K Β· β±οΈ 16.10.2025):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 950K Β· β±οΈ 16.10.2025):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
@@ -1528,23 +1528,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 1.4M / month Β· π¦ 130 Β· β±οΈ 08.07.2025):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 1.3M / month Β· π¦ 130 Β· β±οΈ 08.07.2025):
```
pip install breathe
```
-- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 850K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 860K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge breathe
```
sphinx-autobuild (π₯31 Β· β 590) - Watch a Sphinx directory and rebuild the documentation.. MIT
-- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (π¨βπ» 36 Β· π 85 Β· π¦ 30K Β· π 110 - 17% open Β· β±οΈ 25.08.2025):
+- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (π¨βπ» 36 Β· π 86 Β· π¦ 30K Β· π 110 - 17% open Β· β±οΈ 25.08.2025):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 5M / month Β· π¦ 2.3K Β· β±οΈ 25.08.2025):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 4.9M / month Β· π¦ 2.3K Β· β±οΈ 25.08.2025):
```
pip install sphinx-autobuild
```
@@ -1560,7 +1560,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (π₯ 310K / month Β· π¦ 490 Β· β±οΈ 20.03.2025):
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 300K / month Β· π¦ 490 Β· β±οΈ 20.03.2025):
```
pip install pdoc3
```
@@ -1576,7 +1576,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 160K / month Β· π¦ 120 Β· β±οΈ 08.09.2025):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 180K / month Β· π¦ 120 Β· β±οΈ 08.09.2025):
```
pip install blacken-docs
```
@@ -1620,38 +1620,38 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 38K / month Β· π¦ 6 Β· β±οΈ 05.10.2021):
+- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 39K / month Β· π¦ 6 Β· β±οΈ 05.10.2021):
```
pip install mkdocs-pdf-export-plugin
```
lazydocs (π₯22 Β· β 240) - Generate markdown API documentation from Google-style Python docstring... MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 13 Β· π 44 Β· π¦ 390 Β· π 43 - 9% open Β· β±οΈ 28.08.2025):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 13 Β· π 45 Β· π¦ 390 Β· π 43 - 9% open Β· β±οΈ 28.08.2025):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 22K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 20K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
mkdocs-print-site-plugin (π₯22 Β· β 170) - MkDocs Plugin that adds an additional page that.. MIT
-- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 15 Β· π 27 Β· π 110 - 9% open Β· β±οΈ 03.08.2025):
+- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 15 Β· π 27 Β· π 110 - 10% open Β· β±οΈ 03.08.2025):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 120K / month Β· π¦ 22 Β· β±οΈ 03.08.2025):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 110K / month Β· π¦ 22 Β· β±οΈ 03.08.2025):
```
pip install mkdocs-print-site-plugin
```
Show 13 hidden projects...
-- sphinx (π₯43 Β· β 7.4K) - The Sphinx documentation generator.βUnlicensed βUnlicensed βοΈMIT-0
- alabaster (π₯32 Β· β 760 Β· π) - Lightweight, configurable Sphinx theme. BSD-3 βUnlicensed pyelftools (π₯32 Β· β 2.2K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 110 Β· π 520 Β· π¦ 11K Β· π 270 - 27% open Β· β±οΈ 17.10.2025):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 110 Β· π 520 Β· π¦ 11K Β· π 280 - 26% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/pyelftools) (π₯ 8.2M / month Β· π¦ 270 Β· β±οΈ 19.02.2025):
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 7.7M / month Β· π¦ 270 Β· β±οΈ 19.02.2025):
```
pip install pyelftools
```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 970K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 980K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pyelftools
```
@@ -1710,7 +1710,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 380K / month Β· π¦ 67 Β· β±οΈ 31.05.2025):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 370K / month Β· π¦ 67 Β· β±οΈ 31.05.2025):
```
pip install pysnooper
```
@@ -1719,7 +1719,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pysnooper
```
ipdb (π₯30 Β· β 1.9K) - Integration of IPython pdb. BSD-3
+ipdb (π₯31 Β· β 1.9K) - Integration of IPython pdb. BSD-3
- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 58 Β· π 150 Β· π¦ 67K Β· π 210 - 36% open Β· β±οΈ 28.07.2025):
@@ -1742,19 +1742,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/cs01/gdbgui
```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 7.3K / month Β· π¦ 2 Β· β±οΈ 29.06.2025):
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 7.2K / month Β· π¦ 2 Β· β±οΈ 29.06.2025):
```
pip install gdbgui
```
python-hunter (π₯26 Β· β 850) - Hunter is a flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 10 Β· π 50 Β· π 100 - 46% open Β· β±οΈ 22.08.2025):
+- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 10 Β· π 52 Β· π 100 - 46% open Β· β±οΈ 22.08.2025):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 720K / month Β· π¦ 17 Β· β±οΈ 22.08.2025):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 730K / month Β· π¦ 17 Β· β±οΈ 22.08.2025):
```
pip install hunter
```
@@ -1765,12 +1765,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
snoop (π₯23 Β· β 1.4K Β· π€) - A powerful set of Python debugging tools, based on PySnooper. MIT
-- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 22 Β· π 39 Β· π 57 - 45% open Β· β±οΈ 06.10.2024):
+- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 22 Β· π 41 Β· π 57 - 45% open Β· β±οΈ 06.10.2024):
```
git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 81K / month Β· π¦ 41 Β· β±οΈ 06.10.2024):
+- [PyPi](https://pypi.org/project/snoop) (π₯ 85K / month Β· π¦ 41 Β· β±οΈ 06.10.2024):
```
pip install snoop
```
@@ -1798,7 +1798,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 2.7K / month Β· π¦ 9 Β· β±οΈ 06.09.2025):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 2.4K / month Β· π¦ 9 Β· β±οΈ 06.09.2025):
```
pip install birdseye
```
@@ -1820,9 +1820,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
π unittest - Unittest is a test framework included in the Python standard library.
-pytest (π₯49 Β· β 13K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
+pytest (π₯50 Β· β 13K Β· π) - The pytest framework makes it easy to write small tests, yet.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 1.1K Β· π 2.9K Β· π₯ 26K Β· π¦ 1.7M Β· π 6.3K - 15% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 1.1K Β· π 2.9K Β· π₯ 26K Β· π¦ 1.7M Β· π 6.3K - 15% open Β· β±οΈ 30.10.2025):
```
git clone https://github.com/pytest-dev/pytest
@@ -1852,62 +1852,62 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge robotframework
```
hypothesis (π₯42 Β· β 8.1K) - The property-based testing library for Python. MPL-2.0
+hypothesis (π₯42 Β· β 8.2K) - The property-based testing library for Python. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 360 Β· π 620 Β· π¦ 36K Β· π 1.7K - 4% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 360 Β· π 630 Β· π¦ 36K Β· π 1.7K - 4% open Β· β±οΈ 25.10.2025):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 15M / month Β· π¦ 3.1K Β· β±οΈ 22.10.2025):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 16M / month Β· π¦ 3.1K Β· β±οΈ 25.10.2025):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 15M Β· β±οΈ 22.10.2025):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 15M Β· β±οΈ 25.10.2025):
```
conda install -c conda-forge hypothesis
```
pytest-asyncio (π₯40 Β· β 1.6K) - Asyncio support for pytest. Apache-2
+tox (π₯40 Β· β 3.9K Β· π) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 73 Β· π 160 Β· π₯ 1.7K Β· π¦ 160K Β· π 380 - 13% open Β· β±οΈ 21.10.2025):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 330 Β· π 540 Β· π¦ 130K Β· π 1.8K - 7% open Β· β±οΈ 30.10.2025):
```
- git clone https://github.com/pytest-dev/pytest-asyncio
+ git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 63M / month Β· π¦ 12K Β· β±οΈ 12.09.2025):
+- [PyPi](https://pypi.org/project/tox) (π₯ 24M / month Β· π¦ 12K Β· β±οΈ 24.10.2025):
```
- pip install pytest-asyncio
+ pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 2.7M Β· β±οΈ 12.09.2025):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 1.6M Β· β±οΈ 24.10.2025):
```
- conda install -c conda-forge pytest-asyncio
+ conda install -c conda-forge tox
```
tox (π₯39 Β· β 3.8K Β· π) - Command line driven CI frontend and development task automation tool. MIT
+pytest-asyncio (π₯40 Β· β 1.6K) - Asyncio support for pytest. Apache-2
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 330 Β· π 540 Β· π¦ 130K Β· π 1.8K - 7% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 73 Β· π 170 Β· π₯ 1.7K Β· π¦ 160K Β· π 380 - 13% open Β· β±οΈ 28.10.2025):
```
- git clone https://github.com/tox-dev/tox
+ git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 23M / month Β· π¦ 12K Β· β±οΈ 09.10.2025):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 65M / month Β· π¦ 12K Β· β±οΈ 12.09.2025):
```
- pip install tox
+ pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 1.5M Β· β±οΈ 09.10.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 2.7M Β· β±οΈ 12.09.2025):
```
- conda install -c conda-forge tox
+ conda install -c conda-forge pytest-asyncio
```
pytest-xdist (π₯39 Β· β 1.7K) - pytest plugin for distributed testing and loop-on-failures.. MIT
+pytest-xdist (π₯39 Β· β 1.7K) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 110 Β· π 240 Β· π₯ 320 Β· π¦ 120K Β· π 680 - 42% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 110 Β· π 250 Β· π₯ 340 Β· π¦ 120K Β· π 680 - 42% open Β· β±οΈ 27.10.2025):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 63M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 64M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
```
pip install pytest-xdist
```
@@ -1918,24 +1918,24 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
playwright-python (π₯38 Β· β 14K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 51 Β· π 1.1K Β· π¦ 46K Β· π 1.5K - 3% open Β· β±οΈ 07.10.2025):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 51 Β· π 1.1K Β· π¦ 46K Β· π 1.5K - 3% open Β· β±οΈ 24.10.2025):
```
git clone https://github.com/microsoft/playwright-python
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 23M / month Β· π¦ 2.7K Β· β±οΈ 28.08.2025):
+- [PyPi](https://pypi.org/project/playwright) (π₯ 24M / month Β· π¦ 2.7K Β· β±οΈ 28.08.2025):
```
pip install playwright
```
pytest-mock (π₯38 Β· β 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 81 Β· π 150 Β· π₯ 120 Β· π¦ 120K Β· π 170 - 7% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 81 Β· π 150 Β· π₯ 120 Β· π¦ 120K Β· π 170 - 7% open Β· β±οΈ 28.10.2025):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 53M / month Β· π¦ 9.4K Β· β±οΈ 16.09.2025):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 54M / month Β· π¦ 9.4K Β· β±οΈ 16.09.2025):
```
pip install pytest-mock
```
@@ -1951,7 +1951,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 92M / month Β· π¦ 48K Β· β±οΈ 09.09.2025):
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 95M / month Β· π¦ 48K Β· β±οΈ 09.09.2025):
```
pip install pytest-cov
```
@@ -1960,14 +1960,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-cov
```
freezegun (π₯35 Β· β 4.4K) - Let your Python tests travel through time. Apache-2
+freezegun (π₯34 Β· β 4.4K Β· π) - Let your Python tests travel through time. Apache-2
- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 130 Β· π 280 Β· π₯ 140 Β· π 360 - 41% open Β· β±οΈ 19.08.2025):
```
git clone https://github.com/spulec/freezegun
```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 27M / month Β· π¦ 1.3K Β· β±οΈ 09.08.2025):
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 28M / month Β· π¦ 1.3K Β· β±οΈ 09.08.2025):
```
pip install freezegun
```
@@ -1978,12 +1978,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
nox (π₯34 Β· β 1.5K) - Flexible test automation for Python. Apache-2
-- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 110 Β· π 170 Β· π¦ 7K Β· π 420 - 13% open Β· β±οΈ 17.10.2025):
+- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 110 Β· π 170 Β· π¦ 7K Β· π 420 - 14% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 4.1M / month Β· π¦ 1.4K Β· β±οΈ 17.10.2025):
+- [PyPi](https://pypi.org/project/nox) (π₯ 4.4M / month Β· π¦ 1.4K Β· β±οΈ 17.10.2025):
```
pip install nox
```
@@ -1994,7 +1994,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest-html (π₯34 Β· β 750) - Plugin for generating HTML reports for pytest results. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 62 Β· π 250 Β· π¦ 57K Β· π 440 - 41% open Β· β±οΈ 21.10.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 62 Β· π 250 Β· π¦ 57K Β· π 440 - 41% open Β· β±οΈ 27.10.2025):
```
git clone https://github.com/pytest-dev/pytest-html
@@ -2031,7 +2031,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 970K / month Β· π¦ 68 Β· β±οΈ 13.09.2024):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 1M / month Β· π¦ 68 Β· β±οΈ 13.09.2024):
```
pip install mimesis
```
@@ -2042,12 +2042,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest-sugar (π₯32 Β· β 1.5K) - a plugin for py.test that changes the default look and feel.. BSD-3
-- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 57 Β· π 78 Β· π₯ 47 Β· π¦ 29K Β· π 120 - 24% open Β· β±οΈ 10.10.2025):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 57 Β· π 78 Β· π₯ 49 Β· π¦ 29K Β· π 120 - 24% open Β· β±οΈ 10.10.2025):
```
git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 4.2M / month Β· π¦ 1.5K Β· β±οΈ 23.08.2025):
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 4.3M / month Β· π¦ 1.5K Β· β±οΈ 23.08.2025):
```
pip install pytest-sugar
```
@@ -2058,12 +2058,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
asv (π₯32 Β· β 960) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 94 Β· π 200 Β· π₯ 1.9K Β· π¦ 1.4K Β· π 680 - 24% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 95 Β· π 200 Β· π₯ 1.9K Β· π¦ 1.4K Β· π 680 - 24% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 240K / month Β· π¦ 160 Β· β±οΈ 13.09.2025):
+- [PyPi](https://pypi.org/project/asv) (π₯ 230K / month Β· π¦ 160 Β· β±οΈ 13.09.2025):
```
pip install asv
```
@@ -2074,7 +2074,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
coveralls-python (π₯32 Β· β 570) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 66 Β· π 190 Β· π¦ 36K Β· π 180 - 6% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 66 Β· π 190 Β· π¦ 36K Β· π 180 - 6% open Β· β±οΈ 26.10.2025):
```
git clone https://github.com/TheKevJames/coveralls-python
@@ -2136,14 +2136,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-testinfra
```
pytest-benchmark (π₯29 Β· β 1.4K) - pytest fixture for benchmarking code. BSD-2
+pytest-benchmark (π₯30 Β· β 1.4K) - pytest fixture for benchmarking code. BSD-2
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 49 Β· π 120 Β· π 210 - 56% open Β· β±οΈ 05.08.2025):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 50 Β· π 120 Β· π 210 - 56% open Β· β±οΈ 30.10.2025):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 5M / month Β· π¦ 920 Β· β±οΈ 30.10.2024):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 5.1M / month Β· π¦ 920 Β· β±οΈ 30.10.2024):
```
pip install pytest-benchmark
```
@@ -2159,34 +2159,34 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 4.1M / month Β· π¦ 770 Β· β±οΈ 12.09.2025):
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 4.2M / month Β· π¦ 770 Β· β±οΈ 12.09.2025):
```
pip install pytest-randomly
```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 340K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 350K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pytest-randomly
```
green (π₯27 Β· β 800 Β· π€) - Green is a clean, colorful, fast python test runner. MIT
+green (π₯28 Β· β 800 Β· π€) - Green is a clean, colorful, fast python test runner. MIT
- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 40 Β· π 75 Β· π¦ 1.3K Β· π 190 - 3% open Β· β±οΈ 12.11.2024):
```
git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/green) (π₯ 19K / month Β· π¦ 130 Β· β±οΈ 18.04.2024):
+- [PyPi](https://pypi.org/project/green) (π₯ 20K / month Β· π¦ 130 Β· β±οΈ 18.04.2024):
```
pip install green
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 280K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 280K Β· β±οΈ 27.10.2025):
```
conda install -c conda-forge green
```
pytest-datadir (π₯27 Β· β 270) - pytest plugin for manipulating test data directories and.. MIT
-- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 15 Β· π 25 Β· π₯ 71 Β· π¦ 2K Β· π 23 - 13% open Β· β±οΈ 13.10.2025):
+- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 15 Β· π 25 Β· π₯ 78 Β· π¦ 2K Β· π 23 - 13% open Β· β±οΈ 13.10.2025):
```
git clone https://github.com/gabrielcnr/pytest-datadir
@@ -2200,18 +2200,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-datadir
```
pytest-testmon (π₯26 Β· β 910 Β· π€) - Selects tests affected by changed files. Executes the.. MIT
+pytest-testmon (π₯26 Β· β 920 Β· π€) - Selects tests affected by changed files. Executes the.. MIT
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 29 Β· π 67 Β· π¦ 1.5K Β· π 170 - 23% open Β· β±οΈ 22.12.2024):
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 29 Β· π 69 Β· π¦ 1.5K Β· π 170 - 23% open Β· β±οΈ 22.12.2024):
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 960K / month Β· π¦ 29 Β· β±οΈ 22.12.2024):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 910K / month Β· π¦ 29 Β· β±οΈ 22.12.2024):
```
pip install pytest-testmon
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 80K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 81K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pytest-testmon
```
@@ -2223,7 +2223,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 750K / month Β· π¦ 130 Β· β±οΈ 04.07.2025):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 790K / month Β· π¦ 130 Β· β±οΈ 04.07.2025):
```
pip install pytest-docker
```
@@ -2235,7 +2235,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 490K / month Β· π¦ 780 Β· β±οΈ 02.04.2025):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 550K / month Β· π¦ 780 Β· β±οΈ 02.04.2025):
```
pip install pytest-mypy
```
@@ -2244,14 +2244,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-mypy
```
xdoctest (π₯26 Β· β 210) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+xdoctest (π₯25 Β· β 210) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 13 Β· π 15 Β· π₯ 260 Β· π 56 - 39% open Β· β±οΈ 20.08.2025):
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 680K / month Β· π¦ 240 Β· β±οΈ 08.09.2025):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 660K / month Β· π¦ 240 Β· β±οΈ 08.09.2025):
```
pip install xdoctest
```
@@ -2301,28 +2301,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyinstaller (π₯44 Β· β 13K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 480 Β· π 2K Β· π₯ 750K Β· π¦ 85K Β· π 5.6K - 5% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 480 Β· π 2K Β· π₯ 750K Β· π¦ 85K Β· π 5.6K - 5% open Β· β±οΈ 28.10.2025):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 4.8M / month Β· π¦ 1.4K Β· β±οΈ 13.09.2025):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 4.9M / month Β· π¦ 1.4K Β· β±οΈ 13.09.2025):
```
pip install pyinstaller
```
-- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 1.4M Β· β±οΈ 18.09.2025):
+- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 1.4M Β· β±οΈ 25.10.2025):
```
conda install -c conda-forge pyinstaller
```
Nuitka (π₯39 Β· β 14K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
+Nuitka (π₯40 Β· β 14K Β· π) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2
- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 200 Β· π 730 Β· π¦ 3.5K Β· π 2.7K - 6% open Β· β±οΈ 22.10.2025):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 400K / month Β· π¦ 150 Β· β±οΈ 21.10.2025):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 500K / month Β· π¦ 150 Β· β±οΈ 21.10.2025):
```
pip install nuitka
```
@@ -2333,12 +2333,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
packaging (π₯38 Β· β 680) - Core utilities for Python packages. Apache-2
-- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 130 Β· π 270 Β· π₯ 930 Β· π¦ 1.8M Β· π 440 - 27% open Β· β±οΈ 21.10.2025):
+- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 130 Β· π 270 Β· π₯ 930 Β· π¦ 1.8M Β· π 450 - 26% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/pypa/packaging
```
-- [PyPi](https://pypi.org/project/packaging) (π₯ 700M / month Β· π¦ 14K Β· β±οΈ 19.04.2025):
+- [PyPi](https://pypi.org/project/packaging) (π₯ 710M / month Β· π¦ 14K Β· β±οΈ 19.04.2025):
```
pip install packaging
```
@@ -2349,31 +2349,31 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pex (π₯34 Β· β 4.1K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pex-tool/pex) (π¨βπ» 120 Β· π 300 Β· π₯ 660K Β· π 1.2K - 5% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/pex-tool/pex) (π¨βπ» 120 Β· π 300 Β· π₯ 240K Β· π 1.2K - 5% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 2.9M / month Β· π¦ 61 Β· β±οΈ 22.10.2025):
+- [PyPi](https://pypi.org/project/pex) (π₯ 3.1M / month Β· π¦ 61 Β· β±οΈ 29.10.2025):
```
pip install pex
```
briefcase (π₯34 Β· β 3.1K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 190 Β· π 460 Β· π₯ 840 Β· π¦ 840 Β· π 970 - 19% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 190 Β· π 460 Β· π₯ 850 Β· π¦ 840 Β· π 970 - 19% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 20K / month Β· π¦ 38 Β· β±οΈ 26.08.2025):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 19K / month Β· π¦ 38 Β· β±οΈ 26.08.2025):
```
pip install briefcase
```
cx_Freeze (π₯30 Β· β 1.5K) - Creates standalone executables from Python scripts with the.. βUnlicensed
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 120 Β· π 240 Β· π 1K - 4% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 120 Β· π 240 Β· π 1.1K - 4% open Β· β±οΈ 28.10.2025):
```
git clone https://github.com/marcelotduarte/cx_Freeze
@@ -2394,7 +2394,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/indygreg/PyOxidizer
```
-- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 38K / month Β· π¦ 2 Β· β±οΈ 02.01.2023):
+- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 29K / month Β· π¦ 2 Β· β±οΈ 02.01.2023):
```
pip install pyoxidizer
```
@@ -2413,12 +2413,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
constructor (π₯27 Β· β 490) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/conda/constructor) (π¨βπ» 77 Β· π 170 Β· π₯ 290 Β· π¦ 27 Β· π 430 - 10% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 77 Β· π 170 Β· π₯ 290 Β· π¦ 27 Β· π 440 - 10% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/conda/constructor
```
-- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 29K Β· β±οΈ 09.08.2025):
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 30K Β· β±οΈ 09.08.2025):
```
conda install -c anaconda constructor
```
@@ -2430,7 +2430,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 140K / month Β· π¦ 16 Β· β±οΈ 01.11.2024):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 130K / month Β· π¦ 16 Β· β±οΈ 01.11.2024):
```
pip install shiv
```
@@ -2442,7 +2442,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/takluyver/pynsist
```
-- [PyPi](https://pypi.org/project/pynsist) (π₯ 3.9K / month Β· π¦ 14 Β· β±οΈ 21.03.2022):
+- [PyPi](https://pypi.org/project/pynsist) (π₯ 3.4K / month Β· π¦ 14 Β· β±οΈ 21.03.2022):
```
pip install pynsist
```
@@ -2462,12 +2462,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
setuptools (π₯44 Β· β 2.8K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 630 Β· π 1.3K Β· π¦ 820K Β· π 2.8K - 23% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 630 Β· π 1.3K Β· π¦ 820K Β· π 2.8K - 23% open Β· β±οΈ 30.10.2025):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 760M / month Β· π¦ 30K Β· β±οΈ 27.05.2025):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 790M / month Β· π¦ 30K Β· β±οΈ 27.05.2025):
```
pip install setuptools
```
@@ -2478,12 +2478,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
scons (π₯39 Β· β 2.3K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 170 Β· π 340 Β· π₯ 1.8K Β· π¦ 4K Β· π 3.5K - 18% open Β· β±οΈ 20.10.2025):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 170 Β· π 340 Β· π₯ 1.9K Β· π¦ 4K Β· π 3.5K - 18% open Β· β±οΈ 20.10.2025):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 990K / month Β· π¦ 56 Β· β±οΈ 02.10.2025):
+- [PyPi](https://pypi.org/project/scons) (π₯ 970K / month Β· π¦ 56 Β· β±οΈ 02.10.2025):
```
pip install scons
```
@@ -2492,14 +2492,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge scons
```
setuptools_scm (π₯39 Β· β 930 Β· π) - the blessed package to manage your versions by scm tags. MIT
+setuptools_scm (π₯39 Β· β 930) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools-scm) (π¨βπ» 150 Β· π 230 Β· π₯ 10 Β· π¦ 32K Β· π 640 - 5% open Β· β±οΈ 19.10.2025):
+- [GitHub](https://github.com/pypa/setuptools-scm) (π¨βπ» 150 Β· π 230 Β· π₯ 11 Β· π¦ 32K Β· π 640 - 5% open Β· β±οΈ 19.10.2025):
```
git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 89M / month Β· π¦ 2.3K Β· β±οΈ 19.10.2025):
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 91M / month Β· π¦ 2.3K Β· β±οΈ 19.10.2025):
```
pip install setuptools_scm
```
@@ -2526,7 +2526,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
twine (π₯38 Β· β 1.7K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (π¨βπ» 130 Β· π 320 Β· π₯ 100 Β· π¦ 130K Β· π 560 - 10% open Β· β±οΈ 07.10.2025):
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 130 Β· π 320 Β· π₯ 100 Β· π¦ 130K Β· π 560 - 10% open Β· β±οΈ 24.10.2025):
```
git clone https://github.com/pypa/twine
@@ -2540,7 +2540,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge twine
```
wheel (π₯37 Β· β 540) - The official binary distribution format for Python. MIT
+wheel (π₯36 Β· β 540 Β· π) - The official binary distribution format for Python. MIT
- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 86 Β· π 170 Β· π¦ 380K Β· π 420 - 3% open Β· β±οΈ 06.10.2025):
@@ -2558,12 +2558,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
flit (π₯34 Β· β 2.2K) - Simplified packaging of Python modules. BSD-3
-- [GitHub](https://github.com/pypa/flit) (π¨βπ» 81 Β· π 150 Β· π¦ 2.5K Β· π 450 - 30% open Β· β±οΈ 17.10.2025):
+- [GitHub](https://github.com/pypa/flit) (π¨βπ» 81 Β· π 150 Β· π¦ 2.5K Β· π 450 - 30% open Β· β±οΈ 25.10.2025):
```
git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/flit) (π₯ 8.9M / month Β· π¦ 930 Β· β±οΈ 25.03.2025):
+- [PyPi](https://pypi.org/project/flit) (π₯ 8.8M / month Β· π¦ 930 Β· β±οΈ 25.03.2025):
```
pip install flit
```
@@ -2574,12 +2574,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
buildbot (π₯33 Β· β 5.4K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 890 Β· π 1.6K Β· π₯ 85K Β· π¦ 390 Β· π 1.8K - 42% open Β· β±οΈ 02.07.2025):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 890 Β· π 1.6K Β· π₯ 86K Β· π¦ 390 Β· π 1.8K - 42% open Β· β±οΈ 02.07.2025):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 40K / month Β· π¦ 20 Β· β±οΈ 12.05.2025):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 37K / month Β· π¦ 20 Β· β±οΈ 12.05.2025):
```
pip install buildbot
```
@@ -2595,11 +2595,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 24K / month Β· π¦ 6 Β· β±οΈ 23.08.2025):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 28K / month Β· π¦ 6 Β· β±οΈ 23.08.2025):
```
pip install pybuilder
```
-- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 310K Β· β±οΈ 28.08.2025):
+- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 320K Β· β±οΈ 28.08.2025):
```
conda install -c conda-forge pybuilder
```
@@ -2611,7 +2611,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 240 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 220 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
```
pip install universal-build
```
@@ -2619,7 +2619,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 4 hidden projects...
- doit (π₯31 Β· β 2K Β· π) - CLI task management & automation tool.MIT
-- buildout (π₯28 Β· β 590) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
+- buildout (π₯28 Β· β 600) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
- paver (π₯22 Β· β 460 Β· π) - Python-based project scripting. BSD-3
- pynt (π₯17 Β· β 160 Β· π) - A pynt of Python build. MIT
psutil (π₯47 Β· β 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 220 Β· π 1.4K Β· π¦ 760K Β· π 1.9K - 18% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 230 Β· π 1.4K Β· π¦ 760K Β· π 1.9K - 18% open Β· β±οΈ 30.10.2025):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 220M / month Β· π¦ 17K Β· β±οΈ 19.10.2025):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 220M / month Β· π¦ 18K Β· β±οΈ 25.10.2025):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 52M Β· β±οΈ 19.10.2025):
+- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 53M Β· β±οΈ 29.10.2025):
```
conda install -c conda-forge psutil
```
Glances (π₯38 Β· β 30K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
-- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 210 Β· π 1.6K Β· π₯ 1.7K Β· π¦ 1.2K Β· π 2.1K - 6% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 210 Β· π 1.6K Β· π₯ 1.7K Β· π¦ 1.2K Β· π 2.1K - 6% open Β· β±οΈ 24.10.2025):
```
git clone https://github.com/nicolargo/glances
```
-- [PyPi](https://pypi.org/project/glances) (π₯ 180K / month Β· π¦ 4 Β· β±οΈ 09.07.2025):
+- [PyPi](https://pypi.org/project/glances) (π₯ 190K / month Β· π¦ 4 Β· β±οΈ 09.07.2025):
```
pip install glances
```
@@ -2663,54 +2663,54 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
memray (π₯37 Β· β 15K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 59 Β· π 430 Β· π¦ 1.7K Β· π 260 - 17% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 60 Β· π 430 Β· π¦ 1.7K Β· π 260 - 17% open Β· β±οΈ 29.10.2025):
```
git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/memray) (π₯ 6.2M / month Β· π¦ 110 Β· β±οΈ 16.10.2025):
+- [PyPi](https://pypi.org/project/memray) (π₯ 6.4M / month Β· π¦ 110 Β· β±οΈ 16.10.2025):
```
pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 530K Β· β±οΈ 16.10.2025):
+- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 540K Β· β±οΈ 16.10.2025):
```
conda install -c conda-forge memray
```
py-spy (π₯36 Β· β 14K) - Sampling profiler for Python programs. MIT
+pyinstrument (π₯36 Β· β 7.4K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 53 Β· π 470 Β· π₯ 38K Β· π¦ 7.3K Β· π 430 - 47% open Β· β±οΈ 18.08.2025):
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 72 Β· π 250 Β· π¦ 3.8K Β· π 190 - 14% open Β· β±οΈ 19.10.2025):
```
- git clone https://github.com/benfred/py-spy
- ```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 12M / month Β· π¦ 110 Β· β±οΈ 31.07.2025):
- ```
- pip install py-spy
+ git clone https://github.com/joerick/pyinstrument
```
-- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 720K Β· β±οΈ 01.08.2025):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 6.6M / month Β· π¦ 210 Β· β±οΈ 12.08.2025):
```
- conda install -c conda-forge py-spy
+ pip install pyinstrument
```
-- [Cargo](https://crates.io/crates/py-spy) (π₯ 1.2K / month Β· π¦ 4 Β· β±οΈ 31.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 900K Β· β±οΈ 27.08.2025):
```
- cargo install py-spy
+ conda install -c conda-forge pyinstrument
```
pyinstrument (π₯36 Β· β 7.4K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
+py-spy (π₯35 Β· β 14K Β· π) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 72 Β· π 250 Β· π¦ 3.8K Β· π 190 - 14% open Β· β±οΈ 19.10.2025):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 53 Β· π 470 Β· π₯ 38K Β· π¦ 7.3K Β· π 430 - 47% open Β· β±οΈ 18.08.2025):
```
- git clone https://github.com/joerick/pyinstrument
+ git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 6M / month Β· π¦ 210 Β· β±οΈ 12.08.2025):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 11M / month Β· π¦ 110 Β· β±οΈ 31.07.2025):
```
- pip install pyinstrument
+ pip install py-spy
```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 890K Β· β±οΈ 27.08.2025):
+- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 720K Β· β±οΈ 01.08.2025):
```
- conda install -c conda-forge pyinstrument
+ conda install -c conda-forge py-spy
+ ```
+- [Cargo](https://crates.io/crates/py-spy) (π₯ 1.1K / month Β· π¦ 4 Β· β±οΈ 31.07.2025):
+ ```
+ cargo install py-spy
```
Scalene (π₯35 Β· β 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
@@ -2720,19 +2720,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 240K / month Β· π¦ 52 Β· β±οΈ 23.09.2025):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 230K / month Β· π¦ 52 Β· β±οΈ 23.09.2025):
```
pip install scalene
```
line_profiler (π₯30 Β· β 3.1K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 51 Β· π 130 Β· π₯ 1.7K Β· π 130 - 36% open Β· β±οΈ 14.10.2025):
+- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 51 Β· π 130 Β· π₯ 1.8K Β· π 130 - 36% open Β· β±οΈ 14.10.2025):
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 4.2M / month Β· π¦ 300 Β· β±οΈ 23.07.2025):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 4.5M / month Β· π¦ 300 Β· β±οΈ 23.07.2025):
```
pip install line_profiler
```
@@ -2741,25 +2741,25 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge line_profiler
```
Yappi (π₯30 Β· β 1.7K Β· π) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
+Yappi (π₯30 Β· β 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 33 Β· π 76 Β· π¦ 1.6K Β· π 87 - 24% open Β· β±οΈ 23.10.2025):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 34 Β· π 77 Β· π¦ 1.6K Β· π 92 - 27% open Β· β±οΈ 28.10.2025):
```
git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 1.2M / month Β· π¦ 63 Β· β±οΈ 12.11.2024):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 1.3M / month Β· π¦ 74 Β· β±οΈ 24.10.2025):
```
pip install yappi
```
-- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 310K Β· β±οΈ 06.05.2025):
+- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 310K Β· β±οΈ 28.10.2025):
```
conda install -c conda-forge yappi
```
Bpytop (π₯29 Β· β 11K) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 36 Β· π 420 Β· π¦ 230 Β· π 320 - 27% open Β· β±οΈ 01.06.2025):
+- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 36 Β· π 420 Β· π¦ 240 Β· π 320 - 27% open Β· β±οΈ 01.06.2025):
```
git clone https://github.com/aristocratos/bpytop
@@ -2780,7 +2780,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/pympler) (π₯ 3.8M / month Β· π¦ 260 Β· β±οΈ 28.06.2024):
+- [PyPi](https://pypi.org/project/pympler) (π₯ 3.9M / month Β· π¦ 260 Β· β±οΈ 28.06.2024):
```
pip install pympler
```
@@ -2808,12 +2808,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
executing (π₯33 Β· β 360) - Get information about what a Python frame is currently doing,.. MIT
-- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 11 Β· π 35 Β· π¦ 330K Β· π 52 - 36% open Β· β±οΈ 31.08.2025):
+- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 11 Β· π 37 Β· π¦ 330K Β· π 52 - 36% open Β· β±οΈ 31.08.2025):
```
git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/executing) (π₯ 74M / month Β· π¦ 800 Β· β±οΈ 01.09.2025):
+- [PyPi](https://pypi.org/project/executing) (π₯ 76M / month Β· π¦ 800 Β· β±οΈ 01.09.2025):
```
pip install executing
```
@@ -2824,12 +2824,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
gast (π₯28 Β· β 150) - Python AST that abstracts the underlying Python version. BSD-3
-- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 11 Β· π 37 Β· π¦ 210K Β· π 40 - 5% open Β· β±οΈ 10.10.2025):
+- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 11 Β· π 37 Β· π¦ 210K Β· π 41 - 4% open Β· β±οΈ 26.10.2025):
```
git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/gast) (π₯ 21M / month Β· π¦ 440 Β· β±οΈ 27.06.2024):
+- [PyPi](https://pypi.org/project/gast) (π₯ 22M / month Β· π¦ 440 Β· β±οΈ 27.06.2024):
```
pip install gast
```
@@ -2851,14 +2851,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pre-commit (π₯42 Β· β 14K) - A framework for managing and maintaining multi-language pre-commit.. MIT
+pre-commit (π₯42 Β· β 15K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 160 Β· π 900 Β· π₯ 3.9M Β· π¦ 250K Β· π 2.2K - 1% open Β· β±οΈ 16.10.2025):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 160 Β· π 900 Β· π₯ 3.9M Β· π¦ 250K Β· π 2.2K - 1% open Β· β±οΈ 24.10.2025):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (π₯ 60M / month Β· π¦ 21K Β· β±οΈ 09.08.2025):
+- [PyPi](https://pypi.org/project/pre-commit) (π₯ 61M / month Β· π¦ 21K Β· β±οΈ 09.08.2025):
```
pip install pre-commit
```
diff --git a/history/2025-10-30_changes.md b/history/2025-10-30_changes.md
new file mode 100644
index 0000000..3b8c649
--- /dev/null
+++ b/history/2025-10-30_changes.md
@@ -0,0 +1,20 @@
+## π 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._
+
+- pytest (π₯50 Β· β 13K Β· π) - The pytest framework makes it easy to write small tests, yet.. MIT MIT
+- Nuitka (π₯40 Β· β 14K Β· π) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2
+- tox (π₯40 Β· β 3.9K Β· π) - Command line driven CI frontend and development task automation tool. MIT βοΈGPL-2.0 MIT
+- wheel (π₯36 Β· β 540 Β· π) - The official binary distribution format for Python. MIT
+- py-spy (π₯35 Β· β 14K Β· π) - Sampling profiler for Python programs. MIT
+- freezegun (π₯34 Β· β 4.4K Β· π) - Let your Python tests travel through time. Apache-2
+- pyarmor (π₯33 Β· β 4.7K Β· π) - A tool used to obfuscate python scripts, bind obfuscated.. βοΈSGI-B-2.0
+
diff --git a/history/2025-10-30_projects.csv b/history/2025-10-30_projects.csv
new file mode 100644
index 0000000..b8402eb
--- /dev/null
+++ b/history/2025-10-30_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,github_release_downloads,monthly_downloads,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,trending,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,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 13:09:27.000,2025-10-23 23:29:34.000,2025-10-23 23:29:33,375.0,22.0,192.0,56.0,220.0,4.0,2630.0,2025-10-23 23:29:39.000,2025.10.23,100.0,16.0,3.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/catalog,https://github.com/mkdocs/catalog,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2025-10-23 18:51:29.000,2025-10-23 18:51:27,418.0,17.0,111.0,15.0,328.0,35.0,1563.0,2023-06-29 18:48:34.000,2023.06.29,68.0,63.0,2.0,0,True,mkdocs/catalog,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2025-10-30 07:53:18.000,2025-10-30 07:53:18,16922.0,197.0,2913.0,192.0,6589.0,5320.0,13227.0,2025-09-04 14:35:52.000,8.4.2,186.0,1064.0,946.0,50,True,,pytest,conda-forge/pytest,['pytest'],26019.0,264631575.0,1762249.0,1673639.0,https://pypi.org/project/pytest,2025-09-04 14:34:20.000,88610.0,263942350.0,https://anaconda.org/conda-forge/pytest,2025-09-04 18:51:59.658,41332479.0,1.0,1.0,,,,,,,,,,,,,,,,,
+5,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2025-10-30 13:56:51.000,2025-10-30 13:56:51,12963.0,231.0,3009.0,235.0,8467.0,8876.0,19948.0,2025-09-19 00:09:39.000,1.18.2,131.0,816.0,3013.0,49,True,,mypy,conda-forge/mypy,,,78792849.0,358793.0,328505.0,https://pypi.org/project/mypy,2025-09-19 00:09:39.000,30288.0,78696499.0,https://anaconda.org/conda-forge/mypy,2025-09-19 11:11:52.790,6166463.0,1.0,,,,,,,,,,,,,,,,,,
+6,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2025-10-27 22:03:57.000,2025-10-27 22:03:55,15593.0,221.0,3157.0,317.0,5933.0,6672.0,9980.0,2025-05-02 15:13:59.000,25.1.1,153.0,849.0,1066.0,48,True,,pip,conda-forge/pip,,,415244628.0,249767.0,244301.0,https://pypi.org/project/pip,2025-10-25 00:55:39.000,5466.0,412492249.0,https://anaconda.org/conda-forge/pip,2025-07-31 01:24:05.568,178904669.0,1.0,1.0,,,,,,,,,,,,,,,,,
+7,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 14:01:48.000,2025-10-30 14:22:15.000,2025-10-30 14:22:14,6406.0,163.0,1437.0,225.0,817.0,1534.0,10886.0,2025-10-25 10:46:38.000,7.1.2,100.0,226.0,351.0,47,True,,psutil,conda-forge/psutil,,,221599869.0,774459.0,756899.0,https://pypi.org/project/psutil,2025-10-25 10:46:38.000,17560.0,220765979.0,https://anaconda.org/conda-forge/psutil,2025-10-29 12:49:09.452,52535093.0,1.0,,,,,,,,,,,,,,,,,,
+8,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 15:28:09.000,2025-10-09 16:10:55.602,2025-10-09 15:33:24,4293.0,10.0,1930.0,530.0,1302.0,1230.0,54228.0,2025-10-09 14:18:08.000,14.2.0,201.0,277.0,311.0,46,True,,rich,conda-forge/rich,,,255228032.0,506244.0,480621.0,https://pypi.org/project/rich,2025-10-09 14:16:51.000,25623.0,254977681.0,https://anaconda.org/conda-forge/rich,2025-10-09 16:10:55.602,15772126.0,1.0,,,,,,,,,,,,,,,,,,
+9,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2025-10-27 11:51:45.000,2025-10-27 11:51:43,2059.0,50.0,2647.0,230.0,2009.0,2437.0,41105.0,2025-09-19 00:27:35.000,25.9.0,66.0,484.0,349.0,46,True,,black,conda-forge/black,,132051.0,83703659.0,690441.0,647616.0,https://pypi.org/project/black,2025-09-19 00:27:35.000,42825.0,83429475.0,https://anaconda.org/conda-forge/black,2025-04-22 14:56:50.293,17168352.0,1.0,,,,,,,,,,,,,,,,,,
+10,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 11:05:56.000,2025-10-28 23:44:47.000,2025-10-28 23:44:47,9856.0,94.0,2004.0,222.0,2627.0,5300.0,12683.0,2025-09-13 20:08:08.000,6.16.0,76.0,485.0,284.0,44,True,,pyinstaller,conda-forge/pyinstaller,,751967.0,4886165.0,86377.0,85007.0,https://pypi.org/project/pyinstaller,2025-09-13 20:05:59.000,1370.0,4856130.0,https://anaconda.org/conda-forge/pyinstaller,2025-10-25 02:14:47.388,1416453.0,1.0,,,,,,,,,,,,,,,,,,
+11,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 05:40:02.000,2025-10-28 05:50:30.000,2025-10-28 05:50:30,9846.0,178.0,1191.0,75.0,4830.0,4844.0,5592.0,2025-10-20 13:02:32.000,4.0.2,208.0,618.0,1018.0,44,True,pylint-dev/pylint,pylint,conda-forge/pylint,,380.0,35034607.0,493952.0,482619.0,https://pypi.org/project/pylint,2025-10-20 13:02:32.000,11333.0,34926961.0,https://anaconda.org/conda-forge/pylint,2025-10-20 15:12:37.362,6888974.0,1.0,,,,,,,,,,,,,,,,,,
+12,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2025-10-29 08:33:12.083,2025-10-29 06:57:18,1026.0,65.0,1071.0,162.0,1556.0,1370.0,4984.0,2025-10-29 06:57:37.000,20.35.4,246.0,296.0,20.0,44,True,,virtualenv,conda-forge/virtualenv,,,255129570.0,490774.0,488783.0,https://pypi.org/project/virtualenv,2025-10-29 06:57:37.000,1991.0,254843412.0,https://anaconda.org/conda-forge/virtualenv,2025-10-29 08:33:12.083,17169484.0,1.0,,,,,,,,,,,,,,,,,,
+13,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 14:02:33.000,2025-10-30 10:36:20.000,2025-10-30 10:36:20,16485.0,6.0,1321.0,95.0,1954.0,2147.0,2768.0,2025-05-27 00:56:55.000,80.9.0,624.0,633.0,667.0,44,True,,setuptools,conda-forge/setuptools,,,789819028.0,851993.0,821960.0,https://pypi.org/project/setuptools,2025-05-27 00:56:49.000,30033.0,787235899.0,https://anaconda.org/conda-forge/setuptools,2025-06-01 19:09:46.361,167903412.0,1.0,,,,,,,,,,,,,,,,,,
+14,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 22:09:23.000,2025-10-18 11:20:30.000,2025-10-18 11:20:25,6662.0,46.0,3921.0,144.0,3301.0,2642.0,24968.0,2025-10-15 09:21:12.000,9.6.22,433.0,325.0,6.0,43,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],,11127569.0,80699.0,74726.0,https://pypi.org/project/mkdocs-material,2025-10-15 09:21:12.000,5973.0,11115153.0,https://anaconda.org/conda-forge/mkdocs-material,2025-10-15 20:59:20.201,807071.0,1.0,,,,,,,,,,,,,,,,,,
+15,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 11:10:38.000,2025-10-27 04:09:24.000,2025-10-22 10:59:20,15176.0,79.0,2484.0,473.0,833.0,4459.0,11167.0,2025-07-04 14:43:52.000,7.3.2,146.0,222.0,262.0,43,True,,robotframework,conda-forge/robotframework,,576.0,3831815.0,14737.0,13740.0,https://pypi.org/project/robotframework,2025-10-07 13:19:44.000,997.0,3827441.0,https://anaconda.org/conda-forge/robotframework,2025-07-07 01:12:14.679,240389.0,1.0,,,,,,,,,,,,,,,,,,
+16,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2025-10-29 23:53:15.000,2025-10-29 23:53:15,22237.0,84.0,2269.0,164.0,6430.0,6118.0,7467.0,2025-03-02 22:31:56.000,8.2.3,229.0,891.0,1238.0,43,False,,sphinx,conda-forge/sphinx,['sphinx'],,58358414.0,493050.0,465694.0,https://pypi.org/project/sphinx,2025-03-02 22:31:56.000,27356.0,58165396.0,https://anaconda.org/conda-forge/sphinx,2025-09-17 17:21:40.903,12546170.0,1.0,,,,,,,,,,,,,,,,,,
+17,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 22:08:03.000,2025-10-29 23:22:52.000,2025-10-29 23:22:52,17506.0,141.0,1979.0,176.0,5058.0,9675.0,7149.0,2025-10-10 13:52:21.000,25.9.1,106.0,474.0,618.0,43,True,,conda,conda-forge/conda,,32098.0,1026274.0,51837.0,51754.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,83.0,7527.0,https://anaconda.org/conda-forge/conda,2025-10-10 15:22:06.940,66195465.0,1.0,,,,,,,,,,,,,,,,,,
+18,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 22:22:53.000,2025-10-24 19:49:44.000,2025-10-24 19:49:28,4425.0,93.0,613.0,44.0,1077.0,1178.0,6852.0,2025-10-11 13:30:57.000,7.0.0,150.0,321.0,178.0,43,True,,isort,conda-forge/isort,,,71161211.0,586461.0,564252.0,https://pypi.org/project/isort,2025-10-11 13:30:57.000,22209.0,71031988.0,https://anaconda.org/conda-forge/isort,2025-10-11 14:25:50.638,8141049.0,2.0,,,,,,,,,,,,,,,,,,
+19,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 15:23:47.000,2025-10-27 20:48:12.000,2025-10-26 17:50:47,3643.0,45.0,2373.0,190.0,3215.0,5754.0,33995.0,2025-09-21 14:51:46.000,2.2.1,181.0,612.0,583.0,42,True,,poetry,conda-forge/poetry,,15560101.0,65449516.0,874.0,,https://pypi.org/project/poetry,2025-09-21 14:51:46.000,874.0,65160499.0,https://anaconda.org/conda-forge/poetry,2025-09-22 08:31:06.578,6641842.0,2.0,,,,,,,,,,,,,,,,,,
+20,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2025-10-20 14:53:51.000,2025-10-20 14:53:51,9198.0,2.0,1878.0,353.0,2017.0,4090.0,25102.0,2025-07-07 21:45:44.000,2025.0.4,401.0,532.0,239.0,42,True,,pipenv,conda-forge/pipenv,,,22809032.0,174299.0,174048.0,https://pypi.org/project/pipenv,2025-07-07 21:45:44.000,251.0,22804504.0,https://anaconda.org/conda-forge/pipenv,2025-07-08 19:36:14.983,294322.0,2.0,-1.0,,,,,,,,,,,,,,,,,
+21,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 00:39:38.000,2025-10-24 19:34:54.000,2025-10-24 19:34:53,2783.0,26.0,897.0,89.0,1286.0,2215.0,14522.0,2025-08-09 18:59:03.000,4.3.0,198.0,165.0,29.0,42,True,,pre-commit,conda-forge/pre-commit,,3919937.0,61003208.0,275507.0,254975.0,https://pypi.org/project/pre-commit,2025-08-09 18:56:13.000,20532.0,60821259.0,https://anaconda.org/conda-forge/pre-commit,2025-08-10 13:09:51.846,8108427.0,1.0,,,,,,,,,,,,,,,,,,
+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 13:51:19.000,2025-10-26 00:10:06.000,2025-10-25 16:18:53,16785.0,416.0,626.0,67.0,2849.0,1644.0,8163.0,2025-10-25 16:19:28.000,hypothesis-python-6.142.4,1449.0,355.0,81.0,42,True,,hypothesis,conda-forge/hypothesis,,,15877572.0,38678.0,35604.0,https://pypi.org/project/hypothesis,2025-10-25 16:19:00.000,3074.0,15642885.0,https://anaconda.org/conda-forge/hypothesis,2025-10-25 17:12:40.860,15254683.0,1.0,,,,,,,,,,,,,,,,,,
+23,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 17:06:24.000,2025-10-16 14:07:27.000,2025-10-16 14:06:12,2496.0,10.0,336.0,37.0,390.0,1583.0,3711.0,2025-06-20 19:31:34.000,7.3.0,94.0,178.0,22.0,42,True,,flake8,conda-forge/flake8,,,45727421.0,696952.0,670418.0,https://pypi.org/project/flake8,2025-06-20 19:31:34.000,26534.0,45580850.0,https://anaconda.org/conda-forge/flake8,2025-06-26 20:01:55.726,9527149.0,1.0,,,,,,,,,,,,,,,,,,
+24,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,,1402.0,206.0,589.0,587.0,30604.0,2024-11-27 19:23:27.000,4.67.1,142.0,129.0,575.0,41,True,,tqdm,conda-forge/tqdm,,19428.0,245246355.0,1207366.0,1160932.0,https://pypi.org/project/tqdm,2024-11-24 20:12:19.000,46434.0,244583920.0,https://anaconda.org/conda-forge/tqdm,2025-04-22 14:56:23.993,42380293.0,1.0,,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2024-12-14 01:39:50.951159,3.0,5412.0,,,,,,,,,,,,
+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 21:05:21.000,2025-10-20 13:17:06.000,2025-10-20 13:17:06,2118.0,3.0,2550.0,225.0,1340.0,1994.0,21222.0,2024-08-30 12:24:05.000,1.6.1,62.0,262.0,128.0,41,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],,10577089.0,97401.0,90265.0,https://pypi.org/project/mkdocs,2024-08-30 12:24:05.000,7136.0,10564935.0,https://anaconda.org/conda-forge/mkdocs,2025-04-22 14:56:22.183,632017.0,1.0,,,,,,,,,,,,,,,,,,
+26,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2025-09-03 13:15:39.000,2025-09-03 13:15:39,8498.0,8.0,516.0,111.0,616.0,1362.0,6049.0,2024-11-11 01:41:40.000,0.19.2,35.0,176.0,91.0,41,True,,jedi,conda-forge/jedi,,,81036768.0,585200.0,584047.0,https://pypi.org/project/jedi,2024-11-11 01:41:40.000,1153.0,80505649.0,https://anaconda.org/conda-forge/jedi,2025-04-22 14:56:29.139,33991624.0,1.0,,,,,,,,,,,,,,,,,,
+27,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 15:40:33.000,2025-10-30 09:48:18.000,2025-10-22 14:02:32,14033.0,676.0,734.0,133.0,481.0,2530.0,14043.0,2025-10-21 10:28:45.000,2.8.4,364.0,200.0,164.0,40,True,,nuitka,conda-forge/nuitka,,,536400.0,3617.0,3469.0,https://pypi.org/project/nuitka,2025-10-21 10:28:45.000,148.0,501298.0,https://anaconda.org/conda-forge/nuitka,2025-10-21 12:28:34.535,2281685.0,1.0,1.0,,,,,,,,,,,,,,,,,
+28,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 16:54:22.000,2025-10-30 00:56:55.000,2025-10-30 00:56:55,941.0,44.0,541.0,39.0,1614.0,1687.0,3853.0,2025-10-24 18:03:36.000,4.32.0,249.0,333.0,145.0,40,True,,tox,conda-forge/tox,['pytest'],,23798794.0,142643.0,130786.0,https://pypi.org/project/tox,2025-10-24 18:03:36.000,11857.0,23774833.0,https://anaconda.org/conda-forge/tox,2025-10-24 20:09:57.261,1557477.0,1.0,1.0,,,,,,,,,,,,,,,,,
+29,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 22:51:10.000,2025-10-30 14:25:11.000,2025-10-30 13:31:58,3350.0,207.0,569.0,75.0,3019.0,1712.0,2091.0,2025-10-29 11:26:37.000,2.43.0,304.0,291.0,232.0,40,True,,sentry-sdk,conda-forge/sentry-sdk,,3894.0,76555786.0,1351.0,,https://pypi.org/project/sentry-sdk,2025-10-29 11:26:05.000,1351.0,76533495.0,https://anaconda.org/conda-forge/sentry-sdk,2025-10-29 12:58:45.276,1415822.0,1.0,,,,,,,,,,,,,,,,,,
+30,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 00:18:05.000,2025-10-28 09:16:12.000,2025-10-28 09:11:30,1209.0,124.0,166.0,34.0,878.0,332.0,1571.0,2025-09-12 07:34:24.000,1.2.0,71.0,73.0,52.0,40,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1676.0,65325212.0,171655.0,160072.0,https://pypi.org/project/pytest-asyncio,2025-09-12 07:33:52.000,11583.0,65283808.0,https://anaconda.org/conda-forge/pytest-asyncio,2025-09-12 13:07:58.151,2688891.0,1.0,,,,,,,,,,,,,,,,,,
+31,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2025-10-29 18:12:37.000,2025-10-25 00:10:44,8424.0,80.0,1745.0,130.0,2313.0,7137.0,14931.0,2025-10-24 22:36:50.000,1.1.407,491.0,131.0,144.0,39,True,,,,,5595.0,1576707.0,1462.0,1429.0,,,,,,,,2.0,,,,,,,pyright,https://www.npmjs.com/package/pyright,2025-10-22 17:08:49.430,33.0,1576515.0,,,,,,,
+32,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 18:22:31.000,2025-10-17 16:01:24.000,2025-02-10 20:44:26,1355.0,,902.0,198.0,414.0,468.0,13958.0,2024-11-14 00:11:39.000,0.43.0,75.0,156.0,418.0,39,True,,yapf,conda-forge/yapf,,,11328519.0,108063.0,106807.0,https://pypi.org/project/yapf,2024-11-14 00:11:39.000,1256.0,11279916.0,https://anaconda.org/conda-forge/yapf,2025-04-22 14:56:24.153,2624579.0,2.0,,,,,,,,,,,,,,,,,,
+33,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 08:50:26.000,2025-10-29 13:31:20.000,2025-10-29 13:21:20,2362.0,58.0,632.0,97.0,1088.0,939.0,7948.0,2025-10-02 08:57:53.000,7.5.1,123.0,220.0,217.0,39,True,,pip-tools,conda-forge/pip-tools,,,20170013.0,39195.0,36405.0,https://pypi.org/project/pip-tools,2025-10-02 08:57:53.000,2790.0,20165837.0,https://anaconda.org/conda-forge/pip-tools,2025-10-02 17:06:17.950,271482.0,2.0,,,,,,,,,,,,,,,,,,
+34,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 15:55:58.000,2025-10-28 14:11:51.489,2025-10-28 08:59:11,1814.0,83.0,255.0,31.0,386.0,353.0,4330.0,2025-10-27 08:28:21.000,25.5.0,42.0,136.0,29.0,39,True,,structlog,conda-forge/structlog,,,39275746.0,28460.0,26277.0,https://pypi.org/project/structlog,2025-10-27 08:28:21.000,2183.0,39260833.0,https://anaconda.org/conda-forge/structlog,2025-10-28 14:11:51.489,850065.0,2.0,,,,,,,,,,,,,,,,,,
+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 19:23:46.000,2025-10-20 04:26:22.000,2025-10-20 04:26:22,9742.0,65.0,336.0,59.0,1266.0,2814.0,2306.0,2025-10-02 17:54:35.000,4.10.0,41.0,171.0,649.0,39,True,,scons,conda-forge/scons,,1933.0,984278.0,4050.0,3994.0,https://pypi.org/project/scons,2025-10-02 17:40:14.000,56.0,966741.0,https://anaconda.org/conda-forge/scons,2025-10-03 10:47:38.256,1085819.0,1.0,,,,,,,,,,,,,,,,,,
+36,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 18:51:45.000,2025-10-27 21:06:01.000,2025-10-27 21:06:00,1345.0,24.0,247.0,50.0,546.0,393.0,1722.0,2025-07-01 13:31:02.000,3.8.0,71.0,109.0,288.0,39,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],338.0,63934317.0,128472.0,122855.0,https://pypi.org/project/pytest-xdist,2025-07-01 13:30:56.000,5617.0,63774994.0,https://anaconda.org/conda-forge/pytest-xdist,2025-07-02 10:39:49.174,10036500.0,2.0,,,,,,,,,,,,,,,,,,
+37,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 17:57:56.000,2025-10-27 18:32:05.000,2025-10-19 20:57:36,2070.0,121.0,227.0,24.0,592.0,604.0,926.0,2025-10-19 22:08:04.000,9.2.2,99.0,149.0,36.0,39,True,,setuptools_scm,conda-forge/setuptools_scm,,11.0,90659775.0,34346.0,32076.0,https://pypi.org/project/setuptools_scm,2025-10-19 22:08:04.000,2270.0,90573517.0,https://anaconda.org/conda-forge/setuptools_scm,2025-10-20 12:59:23.792,5606811.0,1.0,,,,,,,,,,,,,,,,,,
+38,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 08:49:15.000,2025-10-29 04:27:46.000,2025-10-24 17:24:03,6575.0,131.0,1627.0,497.0,985.0,1964.0,30366.0,2025-10-08 15:45:21.000,4.3.3,124.0,211.0,147.0,38,True,,glances,conda-forge/glances,,1692.0,195707.0,1205.0,1201.0,https://pypi.org/project/glances,2025-07-09 15:40:39.000,4.0,188445.0,https://anaconda.org/conda-forge/glances,2025-04-22 14:56:20.672,413217.0,1.0,,,,,,,,,,,,,,,,,,
+39,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2025-10-26 16:10:39.000,2025-10-26 16:10:23,987.0,28.0,752.0,138.0,276.0,903.0,22985.0,2024-12-06 11:25:42.000,0.7.3,22.0,68.0,234.0,38,True,,loguru,conda-forge/loguru,,,45727662.0,155149.0,143661.0,https://pypi.org/project/loguru,2024-12-06 11:20:54.000,11488.0,45670197.0,https://anaconda.org/conda-forge/loguru,2025-05-07 16:22:25.668,3735235.0,2.0,,,,,,,,,,,,,,,,,,
+40,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 15:28:13.000,2025-10-24 23:09:52.000,2025-10-24 23:09:52,1000.0,22.0,1065.0,146.0,1148.0,1444.0,13860.0,2025-08-28 15:46:20.000,1.55.0,124.0,51.0,45.0,38,True,,playwright,,,,23759871.0,49081.0,46414.0,https://pypi.org/project/playwright,2025-08-28 15:46:20.000,2667.0,23759871.0,,,,2.0,,,,,,,,,,,,,,,,,,
+41,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 03:50:57.000,2025-10-30 01:06:53.000,2025-10-30 01:06:53,3161.0,52.0,457.0,38.0,1304.0,1885.0,8494.0,2025-10-29 05:40:23.000,2.26.1,240.0,232.0,46.0,38,True,,pdm,conda-forge/pdm,,908.0,6096464.0,732.0,522.0,https://pypi.org/project/pdm,2025-10-29 05:40:19.000,210.0,6064290.0,https://anaconda.org/conda-forge/pdm,2025-10-29 06:51:21.294,1575282.0,2.0,,,,,,,,,,,,,,,,,,
+42,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2025-10-20 14:44:35.000,2025-10-20 14:44:33,1473.0,12.0,696.0,69.0,571.0,511.0,7420.0,2025-07-06 03:10:49.000,1.8.6,47.0,190.0,209.0,38,True,,bandit,conda-forge/bandit,,888.0,10835734.0,61411.0,59581.0,https://pypi.org/project/bandit,2025-07-06 03:10:49.000,1830.0,10826812.0,https://anaconda.org/conda-forge/bandit,2025-07-06 11:19:39.653,534770.0,1.0,,,,,,,,,,,,,,,,,,
+43,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2025-10-20 02:48:25.000,2025-10-20 02:48:00,3746.0,40.0,382.0,91.0,268.0,404.0,4641.0,2025-10-11 00:36:33.000,2.2.1,67.0,62.0,438.0,38,True,,invoke,conda-forge/invoke,,,47160734.0,32105.0,30896.0,https://pypi.org/project/invoke,2025-10-11 00:36:33.000,1209.0,47135423.0,https://anaconda.org/conda-forge/invoke,2025-10-11 01:29:11.650,1442758.0,2.0,,,,,,,,,,,,,,,,,,
+44,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 00:40:32.000,2025-10-28 10:22:10.000,2025-10-28 10:22:08,749.0,29.0,151.0,36.0,379.0,154.0,1989.0,2025-09-16 16:40:09.000,3.15.1,66.0,81.0,13.0,38,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],124.0,54295024.0,129324.0,119911.0,https://pypi.org/project/pytest-mock,2025-09-16 16:37:25.000,9413.0,54230961.0,https://anaconda.org/conda-forge/pytest-mock,2025-09-17 09:28:14.765,4100041.0,2.0,,,,,,,,,,,,,,,,,,
+45,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 15:39:39.000,2025-10-24 20:02:47.000,2025-10-24 20:02:46,1347.0,13.0,325.0,38.0,708.0,499.0,1729.0,2025-09-04 15:43:15.000,6.2.0,59.0,131.0,56.0,38,True,,twine,conda-forge/twine,,104.0,20752354.0,150340.0,127417.0,https://pypi.org/project/twine,2025-09-04 15:43:15.000,22923.0,20729999.0,https://anaconda.org/conda-forge/twine,2025-09-04 19:22:15.675,1430642.0,2.0,,,,,,,,,,,,,,,,,,
+46,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 22:49:43.000,2025-10-29 17:40:44.000,2025-10-29 17:40:43,782.0,21.0,273.0,29.0,535.0,327.0,684.0,2025-04-19 11:49:36.000,25.0,47.0,128.0,120.0,38,True,,packaging,conda-forge/packaging,,929.0,715647049.0,1804690.0,1790909.0,https://pypi.org/project/packaging,2025-04-19 11:48:57.000,13781.0,714430345.0,https://anaconda.org/conda-forge/packaging,2025-04-22 18:15:05.471,79085010.0,2.0,,,,,,,,,,,,,,,,,,
+47,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 18:04:11.000,2025-10-29 15:14:42.000,2025-10-29 15:14:41,1405.0,64.0,431.0,57.0,494.0,211.0,14526.0,2025-10-16 02:25:26.000,1.19.1,34.0,60.0,45.0,37,True,,memray,conda-forge/memray,,,6414632.0,1837.0,1729.0,https://pypi.org/project/memray,2025-10-16 02:25:26.000,108.0,6401873.0,https://anaconda.org/conda-forge/memray,2025-10-16 04:54:16.143,535896.0,2.0,,,,,,,,,,,,,,,,,,
+48,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 18:47:46.000,2025-10-27 18:28:19.000,2025-10-10 07:11:17,841.0,10.0,488.0,73.0,762.0,721.0,12211.0,2025-09-30 06:35:16.000,1.8.0,66.0,166.0,160.0,37,True,,pipx,conda-forge/pipx,,670983.0,13244506.0,4653.0,4578.0,https://pypi.org/project/pipx,2025-09-30 06:35:05.000,75.0,13231876.0,https://anaconda.org/conda-forge/pipx,2025-10-26 18:37:15.671,163916.0,3.0,,,,,,,,,,,,,,,,,,
+49,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 21:04:25.000,2025-10-27 17:20:04.000,2025-10-27 17:20:02,2984.0,41.0,410.0,28.0,2384.0,1147.0,2792.0,2025-08-25 10:16:16.000,1.4.0,64.0,215.0,18.0,37,True,,wemake-python-styleguide,,,,220313.0,17639.0,17537.0,https://pypi.org/project/wemake-python-styleguide,2025-08-25 10:15:06.000,102.0,220313.0,,,,1.0,,,,,,,,,,,,,,,,,,
+50,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 20:01:12.000,2025-09-11 17:34:36.964,2025-09-09 14:52:20,1053.0,39.0,223.0,40.0,280.0,292.0,1961.0,2025-09-09 10:57:00.000,7.0.0,53.0,100.0,148.0,37,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],,95538418.0,48176.0,,https://pypi.org/project/pytest-cov,2025-09-09 10:57:00.000,48176.0,95295933.0,https://anaconda.org/conda-forge/pytest-cov,2025-09-11 17:34:36.964,15761532.0,2.0,,,,,,,,,,,,,,,,,,
+51,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2025-09-03 16:04:18.705,2023-06-07 11:16:23,408.0,,1355.0,194.0,180.0,252.0,12009.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,534.0,36,False,,pyautogui,conda-forge/pyautogui,,,1331509.0,56182.0,55148.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,1034.0,1325133.0,https://anaconda.org/conda-forge/pyautogui,2025-09-03 16:04:18.705,382580.0,2.0,,,,,,,,,,,,,,,,,,
+52,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 22:05:27.000,2025-10-28 10:33:22.000,2025-10-28 10:32:47,10952.0,10.0,674.0,99.0,2942.0,2423.0,9029.0,2025-06-24 19:59:46.000,0.19.9,140.0,349.0,287.0,36,False,,xonsh,,,13867.0,180680.0,1035.0,862.0,https://pypi.org/project/xonsh,2025-06-24 19:59:46.000,173.0,180526.0,,,,1.0,,,,,,,,,,,,,,,,,,
+53,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 17:53:13.000,2025-10-19 20:13:00.000,2025-10-19 09:19:41,1192.0,29.0,251.0,51.0,219.0,160.0,7444.0,2025-08-12 11:34:20.000,5.1.1,54.0,72.0,27.0,36,True,,pyinstrument,conda-forge/pyinstrument,,,6621133.0,3997.0,3784.0,https://pypi.org/project/pyinstrument,2025-08-12 11:34:20.000,213.0,6606596.0,https://anaconda.org/conda-forge/pyinstrument,2025-08-27 16:40:28.338,901347.0,2.0,,,,,,,,,,,,,,,,,,
+54,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 17:10:49.000,2025-09-14 07:56:58.802,2025-02-20 10:22:56,1507.0,,1766.0,167.0,757.0,670.0,4978.0,2024-11-13 11:06:02.000,3.0.2,61.0,118.0,251.0,36,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],,10985040.0,13229.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2024-11-13 11:06:02.000,13213.0,10912342.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2025-09-14 07:56:58.802,4652680.0,2.0,,,,,,,,,,,,,,,,,,
+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 20:08:51.000,2025-10-13 13:07:17.000,2025-01-14 14:39:50,2956.0,,289.0,68.0,268.0,392.0,4642.0,2025-01-14 14:46:15.000,2.3.2,82.0,64.0,124.0,36,True,,autopep8,conda-forge/autopep8,,,7681591.0,231117.0,229430.0,https://pypi.org/project/autopep8,2025-01-14 14:46:15.000,1687.0,7646564.0,https://anaconda.org/conda-forge/autopep8,2025-04-22 14:56:24.132,2241786.0,3.0,,,,,,,,,,,,,,,,,,
+56,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 13:22:56.000,2025-10-30 05:36:10.000,2025-10-27 14:28:11,842.0,26.0,168.0,30.0,538.0,225.0,1913.0,2025-09-24 14:14:58.000,3.6.2,107.0,53.0,35.0,36,True,,safety,conda-forge/safety,,909972.0,3645104.0,19187.0,18247.0,https://pypi.org/project/safety,2025-10-22 02:02:18.000,940.0,3629002.0,https://anaconda.org/conda-forge/safety,2025-09-24 17:51:51.981,146242.0,2.0,,,,,,,,,,,,,,,,,,
+57,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 10:13:12.000,2025-10-30 12:27:54.000,2025-10-29 00:02:42,1547.0,112.0,169.0,33.0,291.0,141.0,1492.0,2025-06-14 17:26:52.000,1.8.2,48.0,81.0,47.0,36,True,,logbook,conda-forge/logbook,,504.0,6132338.0,7644.0,7370.0,https://pypi.org/project/logbook,2025-06-14 17:24:24.000,274.0,6126548.0,https://anaconda.org/conda-forge/logbook,2025-08-27 20:02:13.497,370325.0,2.0,,,,,,,,,,,,,,,,,,
+58,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,,179.0,27.0,313.0,489.0,1436.0,2025-06-20 18:45:26.000,3.4.0,42.0,88.0,60.0,36,True,,pyflakes,conda-forge/pyflakes,,,50456819.0,327615.0,326310.0,https://pypi.org/project/pyflakes,2025-06-20 18:45:26.000,1305.0,50286144.0,https://anaconda.org/conda-forge/pyflakes,2025-06-21 07:47:51.807,9387157.0,1.0,,,,,,,,,,,,,,,,,,
+59,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 20:24:25.000,2025-10-06 19:13:50.000,2025-10-06 19:13:48,986.0,2.0,169.0,30.0,255.0,402.0,539.0,2025-04-08 20:55:45.000,0.46.1,83.0,86.0,14.0,36,True,,wheel,conda-forge/wheel,,,304719800.0,392604.0,377625.0,https://pypi.org/project/wheel,2025-04-08 20:55:39.000,14979.0,302387143.0,https://anaconda.org/conda-forge/wheel,2025-04-22 14:56:25.544,144624793.0,2.0,-1.0,,,,,,,,,,,,,,,,,
+60,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2025-10-21 23:28:07.000,2025-10-21 23:28:06,3522.0,57.0,3194.0,384.0,1211.0,1818.0,43517.0,2025-10-15 11:41:09.000,2.6.11,100.0,466.0,78.0,35,True,,pyenv,,,,8754.0,21.0,21.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,,8754.0,,,,2.0,,,,,,,,,,,,,,,,,,
+61,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 02:22:15.000,2025-10-27 18:44:09.000,2025-08-18 00:13:24,549.0,4.0,474.0,109.0,398.0,227.0,14493.0,2025-07-31 19:34:11.519,0.4.1,40.0,53.0,206.0,35,True,,py-spy,conda-forge/py-spy,,38477.0,11156943.333333334,7413.0,7297.0,https://pypi.org/project/py-spy,2025-07-31 19:33:13.000,112.0,11143873.0,https://anaconda.org/conda-forge/py-spy,2025-08-01 00:41:54.066,720980.0,2.0,-1.0,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2025-07-31 19:34:11.519,4.0,1113.3333333333333,441698.0,
+62,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 20:56:28.000,2025-09-23 12:46:08.000,2025-09-23 12:43:42,3430.0,99.0,428.0,86.0,385.0,334.0,13035.0,2025-09-23 12:46:08.000,1.5.55,181.0,57.0,170.0,35,True,,scalene,,,,233424.0,972.0,920.0,https://pypi.org/project/scalene,2025-09-23 12:46:08.000,52.0,233424.0,,,,2.0,,,,,,,,,,,,,,,,,,
+63,beartype,beartype/beartype,linters,Unbearably fast near-real-time pure-Python runtime-static type-checker.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2025-10-30 08:06:43.000,2025-10-30 07:57:22,1662.0,80.0,65.0,12.0,64.0,341.0,3224.0,2025-10-26 03:30:48.000,0.22.4,59.0,29.0,98.0,35,True,,beartype,conda-forge/beartype,,,11280592.0,8686.0,7845.0,https://pypi.org/project/beartype,2025-10-26 03:30:48.000,841.0,11273098.0,https://anaconda.org/conda-forge/beartype,2025-10-26 04:17:43.560,479655.0,2.0,,,,,,,,,,,,,,,,,,
+64,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 15:12:20,1131.0,6.0,113.0,19.0,114.0,108.0,656.0,2025-08-23 15:15:25.000,0.8.5,28.0,51.0,13.0,35,True,,parso,conda-forge/parso,,,81923810.0,587619.0,586518.0,https://pypi.org/project/parso,2025-08-23 15:15:25.000,1101.0,81418800.0,https://anaconda.org/conda-forge/parso,2025-08-23 18:37:27.721,31815665.0,2.0,,,,,,,,,,,,,,,,,,
+65,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 09:52:15.000,2025-10-19 20:02:18.000,2025-10-19 20:02:15,10334.0,24.0,6063.0,1100.0,440.0,5310.0,35634.0,2025-10-07 08:48:26.000,1.9.10,126.0,148.0,62.0,34,True,,sqlmap,,,,17420.0,33.0,21.0,https://pypi.org/project/sqlmap,2025-10-07 08:48:26.000,12.0,17420.0,,,,2.0,,,,,,,,,,,,,,,,,,
+66,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 00:43:37.000,2025-10-16 13:19:00.000,2025-10-16 13:18:39,1514.0,8.0,749.0,112.0,541.0,668.0,5127.0,2025-03-29 17:33:29.000,2.13.0,23.0,137.0,104.0,34,True,,pycodestyle,conda-forge/pycodestyle,,,66463167.0,2210.0,,https://pypi.org/project/pycodestyle,2025-06-20 18:49:47.000,2210.0,66286511.0,https://anaconda.org/conda-forge/pycodestyle,2025-06-22 18:14:44.520,9716097.0,2.0,,,,,,,,,,,,,,,,,,
+67,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 20:52:08.000,2025-10-28 10:30:59.000,2025-10-28 10:30:53,6963.0,11.0,288.0,52.0,1191.0,745.0,5009.0,2024-10-11 08:28:27.000,2024.10.11,204.0,112.0,204.0,34,True,,pytype,conda-forge/pytype,,,467930.0,4372.0,4141.0,https://pypi.org/project/pytype,2024-10-11 08:28:27.000,231.0,458916.0,https://anaconda.org/conda-forge/pytype,2025-04-22 14:57:26.233,576947.0,3.0,,,,,,,,,,,,,,,,,,
+68,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 19:29:42,680.0,6.0,283.0,31.0,257.0,211.0,4442.0,2025-08-09 10:39:10.000,1.5.5,68.0,126.0,148.0,34,True,,freezegun,conda-forge/freezegun,,140.0,28301379.0,1272.0,,https://pypi.org/project/freezegun,2025-08-09 10:39:06.000,1272.0,28272103.0,https://anaconda.org/conda-forge/freezegun,2025-08-09 15:49:47.831,1785472.0,2.0,-1.0,,,,,,,,,,,,,,,,,
+69,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 17:06:12.000,2025-10-29 16:38:14.000,2025-10-29 16:13:44,1868.0,105.0,305.0,53.0,1573.0,1141.0,4110.0,2025-10-29 16:38:14.000,2.67.0,398.0,124.0,61.0,34,True,pex-tool/pex,pex,,,239112.0,3078721.0,61.0,,https://pypi.org/project/pex,2025-10-29 16:38:14.000,61.0,3056984.0,,,,2.0,,,,,,,,,,,,,,,,,,
+70,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 15:20:03.000,2025-10-29 09:47:34.000,2025-10-29 09:47:34,4968.0,84.0,459.0,46.0,1421.0,778.0,3110.0,2025-08-26 00:54:48.000,0.3.25,59.0,189.0,190.0,34,True,,briefcase,,,850.0,19301.0,876.0,838.0,https://pypi.org/project/briefcase,2025-08-26 00:54:48.000,38.0,19289.0,,,,2.0,,,,,,,,,,,,,,,,,,
+71,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,MIT-0,2013-08-04 21:12:50.000,2025-10-28 09:35:06.000,2025-10-28 09:35:06,1109.0,16.0,205.0,33.0,388.0,411.0,2411.0,2025-10-27 16:02:15.000,16.0.0,114.0,79.0,48.0,34,False,,pdoc,,,,1800440.0,4703.0,3986.0,https://pypi.org/project/pdoc,2025-10-27 16:02:15.000,717.0,1800440.0,,,,2.0,,,,,,,,,,,,,,,,,,
+72,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 21:22:27.000,2025-10-25 10:18:36.000,2025-10-25 08:36:26,1370.0,44.0,148.0,34.0,344.0,310.0,2231.0,2025-03-25 08:03:19.000,3.12.0,53.0,81.0,138.0,34,True,,flit,conda-forge/flit,,,8825047.0,3458.0,2528.0,https://pypi.org/project/flit,2025-03-25 08:03:19.000,930.0,8820131.0,https://anaconda.org/conda-forge/flit,2025-04-22 14:56:31.709,299910.0,3.0,,,,,,,,,,,,,,,,,,
+73,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,,171.0,26.0,393.0,261.0,2129.0,2025-07-12 17:46:05.000,1.14.0,95.0,83.0,120.0,34,True,,rope,conda-forge/rope,,42.0,1347716.0,79064.0,78740.0,https://pypi.org/project/rope,2025-07-12 17:46:05.000,324.0,1312637.0,https://anaconda.org/conda-forge/rope,2025-07-13 00:41:35.626,2104646.0,1.0,,,,,,,,,,,,,,,,,,
+74,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,,217.0,34.0,182.0,146.0,1756.0,2024-06-04 18:44:55.000,1.9.1,74.0,101.0,64.0,34,False,,nodeenv,conda-forge/nodeenv,,,72869968.0,124360.0,124107.0,https://pypi.org/project/nodeenv,2024-06-04 18:44:08.000,253.0,72760996.0,https://anaconda.org/conda-forge/nodeenv,2025-04-22 14:56:41.723,6974212.0,2.0,,,,,,,,,,,,,,,,,,
+75,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 04:02:58.000,2025-10-29 17:57:48.000,2025-10-29 17:57:45,718.0,24.0,169.0,18.0,601.0,362.0,1461.0,2025-10-17 01:53:05.000,2025.10.16,32.0,113.0,63.0,34,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],,4428231.0,8402.0,6988.0,https://pypi.org/project/nox,2025-10-17 01:53:05.000,1414.0,4420099.0,https://anaconda.org/conda-forge/nox,2025-10-17 12:21:11.812,520474.0,2.0,,,,,,,,,,,,,,,,,,
+76,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 19:22:42.000,2025-10-27 19:32:30.000,2025-10-27 19:32:23,611.0,25.0,248.0,22.0,499.0,260.0,753.0,2023-11-07 16:58:34.000,4.1.1,58.0,62.0,184.0,34,True,,pytest-html,conda-forge/pytest-html,['pytest'],,13863251.0,57613.0,56991.0,https://pypi.org/project/pytest-html,2023-11-07 15:44:27.000,622.0,13849621.0,https://anaconda.org/conda-forge/pytest-html,2025-04-22 14:56:37.472,804205.0,2.0,,,,,,,,,,,,,,,,,,
+77,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 21:49:44.000,2025-10-26 14:59:42.000,2025-10-15 10:30:37,1278.0,88.0,60.0,5.0,96.0,266.0,558.0,2025-09-05 15:02:32.000,1.14.0,148.0,42.0,28.0,34,True,,griffe,conda-forge/griffe,,,14153439.0,13029.0,12697.0,https://pypi.org/project/griffe,2025-09-05 15:02:27.000,332.0,14137701.0,https://anaconda.org/conda-forge/griffe,2025-09-06 05:56:34.053,676759.0,2.0,,,,,,,,,,,,,,,,,,
+78,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 17:31:36.000,2025-10-30 09:29:51.000,2025-10-30 09:24:11,20567.0,136.0,453.0,113.0,531.0,309.0,7101.0,2024-10-29 21:22:27.000,0.9.23,81.0,294.0,149.0,33,True,,pyre-check,,,,129819.0,108.0,21.0,https://pypi.org/project/pyre-check,2025-07-07 15:59:16.000,87.0,129819.0,,,,3.0,,,,,,,,,,,,,,,,,,
+79,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 17:56:53.000,2025-10-28 02:59:29.000,2025-07-02 13:49:24,27694.0,,1648.0,186.0,6836.0,1038.0,5397.0,2025-05-12 21:41:22.000,4.3.0,146.0,891.0,764.0,33,True,,buildbot,conda-forge/buildbot,,86164.0,40729.0,407.0,387.0,https://pypi.org/project/buildbot,2025-05-12 21:41:22.000,20.0,37311.0,https://anaconda.org/conda-forge/buildbot,2025-05-13 11:35:44.706,161997.0,3.0,,,,,,,,,,,,,,,,,,
+80,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 04:11:53.000,2025-10-30 12:30:44.000,2025-10-30 12:30:37,4846.0,35.0,334.0,47.0,50.0,1744.0,4694.0,2025-09-11 03:23:58.000,9.1.9,369.0,36.0,9.0,33,False,,pyarmor,,,,424200.0,2051.0,1969.0,https://pypi.org/project/pyarmor,2025-09-11 03:23:42.000,82.0,424200.0,,,,3.0,-1.0,,,,,,,,,,,,,,,,,
+81,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 17:50:31.000,2025-10-14 14:43:56.000,2025-10-14 14:43:55,1265.0,15.0,199.0,33.0,573.0,446.0,3929.0,2025-10-09 19:32:25.000,3.21.0,175.0,36.0,19.0,33,True,,pyupgrade,conda-forge/pyupgrade,,,1264757.0,613.0,,https://pypi.org/project/pyupgrade,2025-10-09 19:32:25.000,613.0,1251270.0,https://anaconda.org/conda-forge/pyupgrade,2025-10-09 20:11:27.866,876706.0,2.0,,,,,,,,,,,,,,,,,,
+82,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,,2011-05-13 23:44:30.000,2025-10-27 02:30:32.000,2025-10-27 02:30:30,1309.0,24.0,236.0,47.0,317.0,196.0,3165.0,2025-10-21 16:43:19.000,2025.1.3,85.0,99.0,164.0,33,False,,pudb,conda-forge/pudb,,16.0,1152973.0,8407.0,8274.0,https://pypi.org/project/pudb,2025-10-21 16:42:44.000,133.0,1145396.0,https://anaconda.org/conda-forge/pudb,2025-10-21 17:24:11.413,378872.0,1.0,,,,,,,,,,,,,,,,,,
+83,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 07:26:30.000,2025-10-27 17:15:59.000,2025-09-16 01:25:16,1594.0,12.0,177.0,33.0,390.0,367.0,2043.0,2025-08-13 11:19:10.000,1.17.3,144.0,98.0,35.0,33,True,prospector-dev/prospector,prospector,conda-forge/prospector,,,413432.0,5522.0,5236.0,https://pypi.org/project/prospector,2025-08-13 11:19:10.000,286.0,410362.0,https://anaconda.org/conda-forge/prospector,2025-08-13 18:22:44.075,181187.0,1.0,,,,,,,,,,,,,,,,,,
+84,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2025-10-09 15:52:33.000,2025-10-09 15:52:31,782.0,7.0,119.0,13.0,192.0,407.0,1994.0,2025-09-19 10:49:32.000,0.30.1,70.0,53.0,57.0,33,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],,4698344.0,22820.0,21161.0,https://pypi.org/project/mkdocstrings,2025-09-19 10:49:24.000,1659.0,4693850.0,https://anaconda.org/conda-forge/mkdocstrings,2025-09-21 19:08:15.959,269650.0,2.0,,,,,,,,,,,,,,,,,,
+85,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 05:12:26.000,2025-10-06 04:15:17.000,2024-12-12 19:59:04,263.0,,233.0,25.0,92.0,91.0,1766.0,2025-10-06 04:15:17.000,4.0.0,37.0,64.0,30.0,33,True,,python-json-logger,conda-forge/python-json-logger,,,65058555.0,1130.0,,https://pypi.org/project/python-json-logger,2025-10-06 04:15:17.000,1130.0,64930098.0,https://anaconda.org/conda-forge/python-json-logger,2025-04-22 14:56:33.638,13102710.0,2.0,,,,,,,,,,,,,,,,,,
+86,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 02:39:17.000,2025-10-07 05:54:25.000,2025-10-07 05:54:24,741.0,11.0,174.0,22.0,259.0,123.0,1556.0,2025-03-24 19:39:02.000,3.16.0,41.0,66.0,26.0,33,False,prettytable/prettytable,prettytable,conda-forge/prettytable,,,23891190.0,81258.0,78624.0,https://pypi.org/project/prettytable,2025-03-24 19:39:02.000,2634.0,23810150.0,https://anaconda.org/conda-forge/prettytable,2025-04-22 14:56:24.496,4781367.0,2.0,,,,,,,,,,,,,,,,,,
+87,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 07:27:43.000,2025-10-28 21:52:38.000,2025-02-13 21:33:26,1462.0,,232.0,59.0,410.0,294.0,1403.0,2024-12-05 21:45:56.000,8.1.0,106.0,65.0,85.0,33,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],,1652109.0,4611.0,4505.0,https://pypi.org/project/pytest-bdd,2024-12-05 21:45:56.000,106.0,1649625.0,https://anaconda.org/conda-forge/pytest-bdd,2025-04-22 14:57:05.450,72057.0,2.0,,,,,,,,,,,,,,,,,,
+88,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,,392.0,44.0,261.0,467.0,1363.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,451.0,33,False,,nose,conda-forge/nose,,,8250711.0,171901.0,169206.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,2695.0,8218984.0,https://anaconda.org/conda-forge/nose,2025-04-22 14:56:22.777,3585154.0,2.0,,,,,,,,,,,,,,,,,,
+89,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 20:54:43.000,2025-10-22 19:32:07.620,2025-10-22 01:24:03,430.0,7.0,110.0,7.0,286.0,179.0,1106.0,2025-10-22 01:27:02.000,25.10.21,74.0,89.0,61.0,33,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],,3741900.0,43145.0,41643.0,https://pypi.org/project/flake8-bugbear,2025-10-22 01:27:02.000,1502.0,3727075.0,https://anaconda.org/conda-forge/flake8-bugbear,2025-10-22 19:32:07.620,874699.0,2.0,,,,,,,,,,,,,,,,,,
+90,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 20:41:41.000,2025-10-27 18:45:48.000,2025-10-27 18:45:46,468.0,22.0,110.0,9.0,361.0,174.0,579.0,2025-10-16 00:50:13.000,3.5.2,98.0,63.0,43.0,33,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],,4997724.0,63046.0,57878.0,https://pypi.org/project/sphinx-autodoc-typehints,2025-10-16 00:50:13.000,5168.0,4982940.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2025-10-16 10:30:53.078,946198.0,2.0,,,,,,,,,,,,,,,,,,
+91,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2025-09-01 12:24:49.483,2025-08-31 21:24:41,525.0,25.0,37.0,10.0,52.0,33.0,365.0,2025-09-01 09:48:08.000,2.2.1,36.0,11.0,19.0,33,True,,executing,conda-forge/executing,,,76552561.0,327244.0,326443.0,https://pypi.org/project/executing,2025-09-01 09:48:08.000,801.0,76174585.0,https://anaconda.org/conda-forge/executing,2025-09-01 12:24:49.483,22678618.0,1.0,,,,,,,,,,,,,,,,,,
+92,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2025-09-14 17:04:19.375,2025-09-14 09:31:36,370.0,33.0,203.0,49.0,69.0,96.0,9915.0,2025-09-14 09:33:14.000,2.1.8,22.0,34.0,65.0,32,True,,icecream,conda-forge/icecream,,,1747039.0,561.0,21.0,https://pypi.org/project/icecream,2025-09-14 09:31:08.000,540.0,1745393.0,https://anaconda.org/conda-forge/icecream,2025-09-14 17:04:19.375,88913.0,1.0,,,,,,,,,,,,,,,,,,
+93,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 21:41:22.000,2025-10-23 07:43:43.000,2025-10-23 07:43:43,2672.0,3.0,337.0,55.0,1274.0,352.0,4626.0,2024-09-13 22:26:03.000,18.0.0,62.0,126.0,22.0,32,True,,mimesis,conda-forge/mimesis,,840.0,1003111.0,2277.0,2209.0,https://pypi.org/project/mimesis,2024-09-13 22:26:03.000,68.0,997803.0,https://anaconda.org/conda-forge/mimesis,2025-05-10 09:59:37.648,333992.0,2.0,,,,,,,,,,,,,,,,,,
+94,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2025-10-29 01:44:55.000,2025-10-29 01:44:55,733.0,4.0,519.0,65.0,351.0,201.0,2167.0,,,13.0,110.0,74.0,32,True,,pyelftools,conda-forge/pyelftools,,,7701385.0,11509.0,11240.0,https://pypi.org/project/pyelftools,2025-02-19 14:19:59.000,269.0,7685070.0,https://anaconda.org/conda-forge/pyelftools,2025-04-22 14:56:21.172,978944.0,1.0,,,,,,,,,,,,,,,,,,
+95,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 21:09:27.000,2025-10-10 06:08:08.000,2025-10-10 06:08:08,453.0,5.0,78.0,17.0,170.0,94.0,1484.0,2025-08-23 12:19:34.000,1.1.1,32.0,57.0,31.0,32,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],49.0,4346520.0,30335.0,28834.0,https://pypi.org/project/pytest-sugar,2025-08-23 12:19:34.000,1501.0,4340462.0,https://anaconda.org/conda-forge/pytest-sugar,2025-08-24 22:40:41.102,369511.0,2.0,,,,,,,,,,,,,,,,,,
+96,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,,186.0,18.0,317.0,225.0,1117.0,2023-01-17 20:31:11.783,6.3.0,23.0,91.0,123.0,32,False,,pydocstyle,conda-forge/pydocstyle,,93.0,4455856.0,74601.0,72849.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,1752.0,4409451.0,https://anaconda.org/conda-forge/pydocstyle,2025-04-22 14:56:24.767,2877160.0,2.0,,,,,,,,,,,,,,,,,,
+97,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 20:43:31.000,2025-10-29 15:51:36.000,2025-10-29 15:51:36,2770.0,121.0,195.0,17.0,892.0,513.0,958.0,2025-09-13 16:30:25.000,0.6.5,24.0,95.0,167.0,32,True,,asv,conda-forge/asv,,1885.0,244429.0,1613.0,1450.0,https://pypi.org/project/asv,2025-09-13 16:23:58.000,163.0,225829.0,https://anaconda.org/conda-forge/asv,2025-09-13 23:08:56.967,1207907.0,2.0,,,,,,,,,,,,,,,,,,
+98,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2025-10-16 20:08:47.821,2025-10-16 16:13:12,250.0,4.0,95.0,12.0,50.0,78.0,939.0,2025-10-16 16:14:21.000,6.10.1,70.0,35.0,,32,True,,colorlog,conda-forge/colorlog,,,37201032.0,63534.0,60792.0,https://pypi.org/project/colorlog,2025-10-16 16:14:10.000,2742.0,37107428.0,https://anaconda.org/conda-forge/colorlog,2025-10-16 20:08:47.821,5897090.0,2.0,,,,,,,,,,,,,,,,,,
+99,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,,189.0,33.0,96.0,70.0,756.0,2024-07-26 18:15:02.000,1.0.0,30.0,42.0,60.0,32,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],,20510204.0,156523.0,155896.0,https://pypi.org/project/alabaster,2024-07-26 18:15:02.000,627.0,20202151.0,https://anaconda.org/conda-forge/alabaster,2025-04-22 14:56:25.041,10165774.0,2.0,,,,,,,,,,,,,,,,,,
+100,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 20:48:39.000,2025-10-29 17:15:26.000,2025-10-26 00:33:40,679.0,13.0,187.0,6.0,453.0,167.0,571.0,2024-05-15 12:56:12.000,4.0.1,46.0,66.0,11.0,32,True,,coveralls,conda-forge/coveralls,['pytest'],,1265420.0,38303.0,36151.0,https://pypi.org/project/coveralls,2024-05-15 12:56:12.000,2152.0,1243545.0,https://anaconda.org/conda-forge/coveralls,2025-04-22 14:56:31.028,1378186.0,2.0,,,,,,,,,,,,,,,,,,
+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 10:02:13.208,2025-10-23 21:30:39.663,,,,1586.0,,,,43266.0,2025-10-23 19:36:18.000,0.14.2,380.0,,,31,True,,ruff,conda-forge/ruff,,,101085617.0,22021.0,,https://pypi.org/project/ruff,2025-10-23 19:36:18.000,22021.0,100943841.0,https://anaconda.org/conda-forge/ruff,2025-10-23 21:30:39.663,4962191.0,2.0,,,,,,,,,,,,,,,,,,
+102,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2025-05-31 23:22:45.000,2025-05-31 23:21:24,327.0,,953.0,229.0,121.0,109.0,16573.0,2025-05-31 23:22:45.000,1.2.3,62.0,29.0,29.0,31,True,,pysnooper,conda-forge/pysnooper,,,375325.0,2142.0,2075.0,https://pypi.org/project/pysnooper,2025-05-31 23:22:45.000,67.0,373041.0,https://anaconda.org/conda-forge/pysnooper,2025-04-22 14:57:05.002,139361.0,2.0,,,,,,,,,,,,,,,,,,
+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,,416.0,54.0,205.0,113.0,7364.0,2024-02-18 18:23:06.000,0.5.0,43.0,74.0,216.0,31,True,,pipreqs,conda-forge/pipreqs,,,934959.0,40424.0,40101.0,https://pypi.org/project/pipreqs,2024-02-18 17:49:34.000,323.0,934288.0,https://anaconda.org/conda-forge/pipreqs,2025-04-22 14:56:27.577,73232.0,3.0,,,,,,,,,,,,,,,,,,
+104,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 05:54:30.000,2025-10-10 00:39:31.000,2025-10-10 00:39:31,726.0,2.0,228.0,50.0,56.0,226.0,6157.0,2025-07-20 02:10:37.000,3.3.0,36.0,11.0,18.0,31,True,,alive-progress,conda-forge/alive-progress,,,2527073.0,5348.0,4759.0,https://pypi.org/project/alive-progress,2025-07-20 02:10:37.000,589.0,2524172.0,https://anaconda.org/conda-forge/alive-progress,2025-04-22 14:57:21.935,182797.0,3.0,,,,,,,,,,,,,,,,,,
+105,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2017-03-06 08:00:18.000,2025-10-17 18:14:56.000,2025-10-17 18:14:56,780.0,3.0,170.0,26.0,171.0,192.0,4148.0,2024-12-08 17:39:52.000,2.14,54.0,48.0,41.0,31,True,,vulture,conda-forge/vulture,,,3140503.0,6147.0,5944.0,https://pypi.org/project/vulture,2024-12-08 17:39:40.000,203.0,3138333.0,https://anaconda.org/conda-forge/vulture,2025-04-22 14:56:26.274,136712.0,2.0,,,,,,,,,,,,,,,,,,
+106,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 08:26:59.000,2025-10-01 19:05:57.000,2025-08-31 10:28:55,1039.0,5.0,401.0,38.0,529.0,439.0,3716.0,2025-02-03 09:49:01.000,3.3.3,46.0,133.0,190.0,31,True,,factory_boy,conda-forge/factory_boy,,,11887733.0,647.0,,https://pypi.org/project/factory_boy,2025-02-03 09:49:01.000,647.0,11883978.0,https://anaconda.org/conda-forge/factory_boy,2025-04-25 02:28:32.370,229083.0,3.0,,,,,,,,,,,,,,,,,,
+107,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,,174.0,20.0,139.0,147.0,2462.0,2022-10-06 17:23:25.701,0.9.0,27.0,102.0,127.0,31,True,,tabulate,conda-forge/tabulate,,,113631034.0,8388.0,,https://pypi.org/project/tabulate,2022-10-06 17:23:25.701,8388.0,113441535.0,https://anaconda.org/conda-forge/tabulate,2025-04-22 14:56:22.696,10611963.0,3.0,,,,,,,,,,,,,,,,,,
+108,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,,184.0,47.0,170.0,219.0,1977.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,91.0,31,False,,doit,conda-forge/doit,,,688903.0,2299.0,2181.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,118.0,682310.0,https://anaconda.org/conda-forge/doit,2025-04-22 14:56:44.640,421975.0,3.0,,,,,,,,,,,,,,,,,,
+109,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,,147.0,27.0,87.0,131.0,1945.0,2023-03-09 15:41:00.602,0.13.13,46.0,58.0,75.0,31,True,,ipdb,conda-forge/ipdb,,,11094249.0,67669.0,66551.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,1118.0,11083740.0,https://anaconda.org/conda-forge/ipdb,2025-04-22 14:56:25.687,672603.0,2.0,,,,,,,,,,,,,,,,,,
+110,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2025-10-06 18:06:11.000,2025-08-22 19:55:06,670.0,1.0,120.0,17.0,153.0,332.0,1716.0,2025-06-18 09:56:09.000,4.4.4,74.0,41.0,34.0,31,False,,typeguard,conda-forge/typeguard,,,47588894.0,45549.0,42404.0,https://pypi.org/project/typeguard,2025-06-18 09:56:05.000,3145.0,47568717.0,https://anaconda.org/conda-forge/typeguard,2025-06-18 12:21:32.288,1291353.0,3.0,,,,,,,,,,,,,,,,,,
+111,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 15:33:15.000,2025-10-27 16:14:13.000,2025-05-15 15:50:38,1222.0,,131.0,19.0,356.0,201.0,812.0,2024-06-01 03:20:04.000,0.15.1,34.0,80.0,43.0,31,True,,nose2,conda-forge/nose2,,,486677.0,27204.0,26885.0,https://pypi.org/project/nose2,2024-06-01 03:20:04.000,319.0,484400.0,https://anaconda.org/conda-forge/nose2,2025-04-22 14:56:50.674,202692.0,3.0,,,,,,,,,,,,,,,,,,
+112,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 18:52:25.000,2025-10-01 08:18:58.000,2025-09-01 15:48:00,1998.0,1.0,209.0,14.0,400.0,426.0,786.0,2025-07-08 19:34:47.000,5.0.0a2,68.0,121.0,188.0,31,True,breathe-doc/breathe,breathe,conda-forge/breathe,,763.0,1355591.0,19024.0,18893.0,https://pypi.org/project/breathe,2025-07-08 20:28:19.000,131.0,1342198.0,https://anaconda.org/conda-forge/breathe,2025-04-22 14:56:28.512,856308.0,2.0,,,,,,,,,,,,,,,,,,
+113,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,,63.0,14.0,61.0,45.0,667.0,2022-01-24 01:14:49.000,0.7.0,13.0,24.0,9.0,31,True,,mccabe,conda-forge/mccabe,,,68065802.0,513766.0,512832.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,934.0,67827783.0,https://anaconda.org/conda-forge/mccabe,2025-04-22 14:56:24.539,10710874.0,2.0,,,,,,,,,,,,,,,,,,
+114,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 18:43:22,400.0,7.0,86.0,17.0,90.0,93.0,589.0,2025-08-25 18:44:54.000,2025.8.25,25.0,36.0,20.0,31,True,sphinx-doc/sphinx-autobuild,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],,4949936.0,31968.0,29686.0,https://pypi.org/project/sphinx-autobuild,2025-08-25 18:44:54.000,2282.0,4942803.0,https://anaconda.org/conda-forge/sphinx-autobuild,2025-04-22 14:56:34.708,413765.0,2.0,,,,,,,,,,,,,,,,,,
+115,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 18:57:12.000,2025-10-16 11:19:55.464,2021-06-11 10:22:09,273.0,,45.0,9.0,38.0,52.0,557.0,2021-06-11 10:24:04.382,15.0.1,63.0,17.0,36.0,31,False,,coloredlogs,anaconda/coloredlogs,,,33450947.0,82715.0,80786.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,1929.0,33450729.0,https://anaconda.org/anaconda/coloredlogs,2025-10-16 11:19:55.464,21218.0,3.0,,,,,,,,,,,,,,,,,,
+116,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2025-10-25 14:27:21.036,2025-10-25 13:31:10,399.0,12.0,198.0,7.0,99.0,58.0,184.0,2025-10-25 13:31:06.000,7.0.0,45.0,40.0,2.0,31,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],,1344849.0,28993.0,28364.0,https://pypi.org/project/flake8-isort,2025-10-25 13:31:06.000,629.0,1343417.0,https://anaconda.org/conda-forge/flake8-isort,2025-10-25 14:27:21.036,90269.0,2.0,3.0,,,,,,,,,,,,,,,,,
+117,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 13:05:10.000,2025-10-29 11:02:26.000,2025-10-29 11:02:26,3214.0,26.0,417.0,46.0,2094.0,1586.0,7723.0,2025-10-17 23:31:56.000,2.3.3,166.0,176.0,462.0,30,True,,,conda-forge/mamba,,,305542.0,,,,,,,https://anaconda.org/conda-forge/mamba,2025-10-20 15:03:53.093,19860265.0,3.0,,,,,,,,,,,,,,,,,,
+118,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 22:26:33.000,2025-10-17 01:01:03.000,2025-10-14 16:20:01,744.0,14.0,129.0,13.0,269.0,85.0,3138.0,2025-07-23 21:27:06.000,5.0.0,33.0,51.0,48.0,30,True,,line_profiler,conda-forge/line_profiler,,1769.0,4622485.0,297.0,,https://pypi.org/project/line_profiler,2025-07-23 20:14:25.000,297.0,4549734.0,https://anaconda.org/conda-forge/line_profiler,2025-08-29 15:03:00.890,4290834.0,2.0,,,,,,,,,,,,,,,,,,
+119,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 20:49:52.000,2025-09-04 20:15:52.000,2025-08-12 07:20:32,817.0,1.0,362.0,66.0,453.0,232.0,2444.0,2025-03-30 09:04:11.000,10.2.2,19.0,143.0,145.0,30,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],,749027.0,2548.0,2528.0,https://pypi.org/project/pytest-testinfra,2025-03-30 09:06:00.000,20.0,748445.0,https://anaconda.org/conda-forge/pytest-testinfra,2025-04-22 14:57:44.936,33184.0,3.0,,,,,,,,,,,,,,,,,,
+120,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 20:46:30.000,2025-10-28 13:48:50.000,2025-10-28 13:48:43,813.0,25.0,77.0,13.0,113.0,67.0,1660.0,2025-10-24 11:16:16.000,1.7.3,28.0,34.0,25.0,30,True,,yappi,conda-forge/yappi,,,1257829.0,1646.0,1572.0,https://pypi.org/project/yappi,2025-10-24 11:16:16.000,74.0,1252624.0,https://anaconda.org/conda-forge/yappi,2025-10-28 10:38:38.599,312318.0,2.0,,,,,,,,,,,,,,,,,,
+121,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 04:25:52.000,2025-10-28 16:53:43.000,2025-10-28 16:19:48,2545.0,70.0,237.0,26.0,1922.0,1003.0,1502.0,2025-09-20 04:03:29.000,8.4.1,109.0,122.0,48.0,30,True,,cx_freeze,conda-forge/cx_freeze,,,202632.0,125.0,,https://pypi.org/project/cx_freeze,2025-09-20 04:03:29.000,125.0,185230.0,https://anaconda.org/conda-forge/cx_freeze,2025-09-20 10:15:58.044,1131193.0,2.0,,,,,,,,,,,,,,,,,,
+122,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 10:55:33.000,2025-10-30 11:04:37.000,2025-10-30 11:04:26,1072.0,18.0,123.0,18.0,87.0,91.0,1386.0,2024-10-30 11:51:45.000,5.1.0,46.0,50.0,118.0,30,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],,5137797.0,915.0,,https://pypi.org/project/pytest-benchmark,2024-10-30 11:51:45.000,915.0,5088085.0,https://anaconda.org/conda-forge/pytest-benchmark,2025-04-22 14:56:21.335,2684475.0,3.0,,,,,,,,,,,,,,,,,,
+123,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,,102.0,19.0,73.0,222.0,882.0,2024-08-28 22:50:15.000,4.5.0,111.0,47.0,5.0,30,True,,progressbar2,conda-forge/progressbar2,,3129.0,31202620.0,934.0,,https://pypi.org/project/progressbar2,2024-08-28 22:50:10.000,934.0,31146588.0,https://anaconda.org/conda-forge/progressbar2,2025-04-22 14:56:28.563,3584124.0,3.0,,,,,,,,,,,,,,,,,,
+124,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2025-10-29 00:18:32.000,2025-10-29 00:18:31,624.0,3.0,85.0,6.0,152.0,150.0,575.0,2025-05-11 04:54:03.000,1.7.7,64.0,40.0,20.0,30,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,52.0,1329904.0,4617.0,4312.0,https://pypi.org/project/docformatter,2025-05-11 04:54:03.000,305.0,1325433.0,https://anaconda.org/conda-forge/docformatter,2025-05-11 20:23:47.641,272700.0,3.0,,,,,,,,,,,,,,,,,,
+125,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 12:15:56.000,2025-10-07 10:08:06.000,2025-10-07 10:08:04,671.0,10.0,23.0,6.0,570.0,56.0,469.0,2025-09-09 22:37:17.000,3.17.0,42.0,16.0,6.0,30,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],,1308890.0,30090.0,29309.0,https://pypi.org/project/flake8-comprehensions,2025-09-09 22:37:17.000,781.0,1294427.0,https://anaconda.org/conda-forge/flake8-comprehensions,2025-09-10 17:55:03.656,925633.0,2.0,,,,,,,,,,,,,,,,,,
+126,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,,420.0,155.0,79.0,231.0,10801.0,2021-12-22 19:23:21.000,1.0.68,53.0,36.0,89.0,29,True,,bpytop,conda-forge/bpytop,,,21867.0,236.0,235.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,21416.0,https://anaconda.org/conda-forge/bpytop,2025-04-22 14:57:45.970,25299.0,3.0,,,,,,,,,,,,,,,,,,
+127,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,,380.0,81.0,166.0,117.0,4538.0,2022-11-15 17:59:01.069,0.61.0,59.0,105.0,136.0,29,False,,memory_profiler,conda-forge/memory_profiler,,,4890026.0,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,4823834.0,https://anaconda.org/conda-forge/memory_profiler,2025-04-22 14:56:23.864,3971578.0,3.0,,,,,,,,,,,,,,,,,,
+128,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,,514.0,47.0,599.0,246.0,4288.0,2024-05-06 18:05:06.000,1.5.0,38.0,87.0,125.0,29,True,,detect-secrets,,,,1723886.0,95.0,,https://pypi.org/project/detect-secrets,2024-05-06 17:46:16.000,95.0,1723886.0,,,,3.0,,,,,,,,,,,,,,,,,,
+129,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2025-10-27 17:26:29.000,2025-08-05 11:29:51,546.0,1.0,108.0,29.0,371.0,69.0,2723.0,2025-05-17 15:59:40.000,1.3.6,34.0,27.0,39.0,29,True,,notifiers,conda-forge/notifiers,,,522556.0,1413.0,1376.0,https://pypi.org/project/notifiers,2025-05-17 15:58:56.000,37.0,521514.0,https://anaconda.org/conda-forge/notifiers,2025-05-20 18:12:25.759,60480.0,3.0,,,,,,,,,,,,,,,,,,
+130,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,,127.0,32.0,99.0,146.0,1894.0,2023-03-26 06:25:00.948,6.0.1,56.0,60.0,41.0,29,True,,radon,conda-forge/radon,,,2997974.0,7187.0,6970.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,217.0,2996270.0,https://anaconda.org/conda-forge/radon,2025-04-22 14:56:42.827,105707.0,2.0,,,,,,,,,,,,,,,,,,
+131,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 15:48:10.000,2025-10-07 10:08:09.000,2025-10-07 10:08:08,715.0,16.0,33.0,2.0,623.0,66.0,681.0,2025-09-12 15:22:58.000,4.0.1,36.0,20.0,8.0,29,True,,pytest-randomly,conda-forge/pytest-randomly,,,4253623.0,11780.0,11011.0,https://pypi.org/project/pytest-randomly,2025-09-12 15:22:58.000,769.0,4246412.0,https://anaconda.org/conda-forge/pytest-randomly,2025-04-22 14:58:02.951,346169.0,3.0,,,,,,,,,,,,,,,,,,
+132,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 06:35:15.000,2025-10-27 21:35:53.000,2025-10-27 21:35:50,700.0,6.0,120.0,13.0,229.0,174.0,615.0,2024-10-10 14:46:36.000,2.6.1,57.0,71.0,67.0,29,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,['pylint'],419.0,1592355.0,32123.0,31998.0,https://pypi.org/project/pylint-django,2024-10-10 14:46:36.000,125.0,1586952.0,https://anaconda.org/conda-forge/pylint-django,2025-04-22 14:56:27.135,318512.0,2.0,,,,,,,,,,,,,,,,,,
+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,,256.0,13.0,146.0,83.0,525.0,2025-05-05 20:43:43.000,0.15.1,31.0,37.0,21.0,29,False,,pep8-naming,conda-forge/pep8-naming,,,2178441.0,59360.0,58524.0,https://pypi.org/project/pep8-naming,2025-05-05 20:43:11.000,836.0,2170462.0,https://anaconda.org/conda-forge/pep8-naming,2025-05-06 21:46:36.863,502704.0,2.0,,,,,,,,,,,,,,,,,,
+134,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2025-10-22 14:18:01.000,2025-10-22 14:17:58,691.0,9.0,167.0,29.0,397.0,154.0,338.0,2025-06-24 12:28:53.000,1.9.0,34.0,91.0,127.0,29,False,,numpydoc,conda-forge/numpydoc,['sphinx'],,1358438.0,3177.0,,https://pypi.org/project/numpydoc,2025-06-24 12:22:53.000,3177.0,1299877.0,https://anaconda.org/conda-forge/numpydoc,2025-06-25 14:22:41.569,3806495.0,3.0,,,,,,,,,,,,,,,,,,
+135,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2024-06-29 14:21:40.000,2023-11-01 17:50:44,3337.0,,599.0,85.0,534.0,170.0,1761.0,2016-11-25 22:13:29.000,4.0.515,36.0,388.0,123.0,28,False,,diamond,,,,5414.0,214.0,208.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,6.0,5414.0,,,,3.0,,,,,,,,,,,,,,,,,,
+136,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 02:32:40.000,2025-10-17 12:08:52.752,2025-07-12 01:03:05,644.0,,144.0,8.0,130.0,236.0,1185.0,2025-03-20 22:53:51.000,0.11.6,41.0,68.0,106.0,28,True,,pdoc3,anaconda/pdoc3,,,304251.0,5443.0,4954.0,https://pypi.org/project/pdoc3,2025-03-20 22:53:51.000,489.0,304217.0,https://anaconda.org/anaconda/pdoc3,2025-10-17 12:08:52.752,2415.0,3.0,,,,,,,,,,,,,,,,,,
+137,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 20:08:18.000,2025-10-27 19:45:10.410,2024-11-12 22:24:34,1157.0,,75.0,22.0,98.0,180.0,798.0,2024-04-18 23:54:19.000,4.0.2,149.0,40.0,7.0,28,True,,green,conda-forge/green,,,24431.0,1472.0,1346.0,https://pypi.org/project/green,2024-04-18 23:54:19.000,126.0,20015.0,https://anaconda.org/conda-forge/green,2025-10-27 19:45:10.410,278244.0,3.0,,,,,,,,,,,,,,,,,,
+138,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 21:47:18.000,2025-10-28 08:03:58.000,2025-10-28 08:03:33,2040.0,40.0,176.0,49.0,332.0,275.0,596.0,2025-06-11 15:54:50.000,4.1.12,148.0,100.0,120.0,28,False,,zc.buildout,conda-forge/zc.buildout,,,59579.0,119.0,,https://pypi.org/project/zc.buildout,2025-09-24 16:59:53.000,119.0,57930.0,https://anaconda.org/conda-forge/zc.buildout,2025-04-22 14:58:01.521,80841.0,3.0,,,,,,,,,,,,,,,,,,
+139,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,,42.0,5.0,61.0,95.0,484.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,71.0,28,False,,darglint,conda-forge/darglint,,,803915.0,22728.0,22438.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,290.0,802138.0,https://anaconda.org/conda-forge/darglint,2025-04-22 14:57:12.196,113755.0,2.0,,,,,,,,,,,,,,,,,,
+140,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 15:27:20.000,2025-10-24 06:44:11.000,2025-10-24 06:44:11,616.0,33.0,39.0,5.0,76.0,77.0,293.0,,,45.0,23.0,23.0,28,True,,check-manifest,conda-forge/check-manifest,,,610329.0,16863.0,11835.0,https://pypi.org/project/check-manifest,2025-10-15 11:15:46.000,5028.0,607471.0,https://anaconda.org/conda-forge/check-manifest,2025-10-15 12:22:44.579,174359.0,2.0,,,,,,,,,,,,,,,,,,
+141,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,,53.0,9.0,37.0,22.0,230.0,2019-12-22 18:12:11.000,1.6.3,11.0,11.0,25.0,28,False,,astunparse,conda-forge/astunparse,,,16546943.0,168126.0,167443.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,683.0,16491829.0,https://anaconda.org/conda-forge/astunparse,2025-04-22 14:56:37.697,3141542.0,2.0,,,,,,,,,,,,,,,,,,
+142,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 10:39:07.000,2025-10-26 17:06:40.000,2025-10-26 17:06:40,124.0,9.0,37.0,10.0,60.0,39.0,146.0,2024-06-27 20:31:49.000,0.6.0,23.0,11.0,2.0,28,True,,gast,conda-forge/gast,,,22268326.0,214869.0,214425.0,https://pypi.org/project/gast,2024-06-27 20:31:49.000,444.0,22210484.0,https://anaconda.org/conda-forge/gast,2025-04-22 14:56:50.637,3586213.0,2.0,,,,,,,,,,,,,,,,,,
+143,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2025-10-27 19:47:11.685,2025-10-25 13:46:02,372.0,16.0,25.0,3.0,81.0,49.0,118.0,2025-10-25 13:45:56.000,3.1.0,33.0,21.0,3.0,28,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],,842570.0,12102.0,11516.0,https://pypi.org/project/flake8-builtins,2025-10-25 13:45:56.000,586.0,831947.0,https://anaconda.org/conda-forge/flake8-builtins,2025-10-27 19:47:11.685,382431.0,2.0,,,,,,,,,,,,,,,,,,
+144,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,,513.0,161.0,168.0,174.0,10183.0,2025-06-29 22:40:49.000,0.15.3.0,96.0,45.0,169.0,27,True,,gdbgui,,,19867.0,7501.0,503.0,501.0,https://pypi.org/project/gdbgui,2025-06-29 22:39:12.000,2.0,7186.0,,,,3.0,,,,,,,,,,,,,,,,,,
+145,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,,248.0,61.0,137.0,236.0,5979.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,335.0,27,True,,pyoxidizer,,,25235.0,29794.0,157.0,155.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,29429.0,,,,3.0,,,,,,,,,,,,,,,,,,
+146,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,,,4890027.0,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,4823834.0,https://anaconda.org/conda-forge/memory_profiler,2025-04-22 14:56:23.864,3971581.0,3.0,,,,,,,,,,,,,,,,,,
+147,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,,1356.0,94.0,3155.0,2374.0,3582.0,2017-05-30 10:07:57.000,0.11.1,731.0,484.0,835.0,27,False,,coala-bears,,,239.0,3352.0,19.0,13.0,https://pypi.org/project/coala-bears,2023-12-02 01:06:08.134,6.0,3351.0,,,,3.0,,,,,,,,,,,,,,,,,,
+148,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,,636.0,155.0,35.0,120.0,2091.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,183.0,27,False,,uiautomator,,,,116002.0,318.0,306.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,12.0,116002.0,,,,3.0,,,,,,,,,,,,,,,,,,
+149,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 01:35:18,1442.0,3.0,266.0,85.0,401.0,429.0,1894.0,2025-08-23 02:13:08.000,0.13.17,687.0,39.0,104.0,27,True,,pybuilder,conda-forge/pybuilder,,,35019.0,6.0,,https://pypi.org/project/pybuilder,2025-08-23 01:47:17.000,6.0,28297.0,https://anaconda.org/conda-forge/pybuilder,2025-08-28 05:07:16.082,315977.0,3.0,,,,,,,,,,,,,,,,,,
+150,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,,74.0,16.0,324.0,127.0,1430.0,2025-07-18 09:36:01.000,0.11.7,29.0,41.0,107.0,27,False,,pdbpp,conda-forge/pdbpp,,,872449.0,592.0,,https://pypi.org/project/pdbpp,2025-07-18 09:36:01.000,592.0,868033.0,https://anaconda.org/conda-forge/pdbpp,2025-07-18 23:31:22.750,225255.0,3.0,,,,,,,,,,,,,,,,,,
+151,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,,89.0,10.0,66.0,56.0,1378.0,2021-12-22 16:55:15.000,1.0.1,18.0,30.0,60.0,27,True,,pympler,conda-forge/pympler,,,3955696.0,259.0,,https://pypi.org/project/pympler,2024-06-28 19:56:05.000,259.0,3945802.0,https://anaconda.org/conda-forge/pympler,2025-04-22 14:56:33.462,593641.0,3.0,,,,,,,,,,,,,,,,,,
+152,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,,104.0,30.0,40.0,160.0,970.0,2025-07-15 22:01:38.000,0.14.0.0,30.0,24.0,24.0,27,True,,py2exe,,,23266.0,18555.0,2229.0,2218.0,https://pypi.org/project/py2exe,2025-07-16 08:41:54.000,11.0,18261.0,,,,3.0,,,,,,,,,,,,,,,,,,
+153,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 03:40:17.000,2025-09-09 15:05:15.000,2025-09-09 15:05:13,670.0,2.0,83.0,12.0,208.0,80.0,947.0,2024-03-13 03:42:45.000,2.3.1,61.0,39.0,43.0,27,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,,4652417.0,1003.0,,https://pypi.org/project/autoflake,2024-03-13 03:41:26.000,1003.0,4640477.0,https://anaconda.org/conda-forge/autoflake,2025-07-28 21:36:26.374,632831.0,2.0,,,,,,,,,,,,,,,,,,
+154,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,,106.0,21.0,116.0,89.0,858.0,2019-12-10 01:50:33.000,0.8.1,14.0,35.0,32.0,27,False,,astor,conda-forge/astor,,,14843127.0,618.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,618.0,14575002.0,https://anaconda.org/conda-forge/astor,2025-04-22 14:56:33.663,2681258.0,3.0,,,,,,,,,,,,,,,,,,
+155,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2025-09-06 08:42:05.000,2024-11-30 16:19:06,685.0,,116.0,23.0,184.0,68.0,796.0,2023-10-22 15:51:05.000,V2.1.0,25.0,45.0,26.0,27,False,,pyhamcrest,conda-forge/pyhamcrest,,,3051821.0,42668.0,42353.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,315.0,3039672.0,https://anaconda.org/conda-forge/pyhamcrest,2025-04-22 14:56:22.885,558859.0,3.0,,,,,,,,,,,,,,,,,,
+156,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2025-10-02 11:05:16.716,2019-06-15 20:36:43,183.0,,57.0,10.0,51.0,45.0,759.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,47.0,27,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],,673015.0,11740.0,11181.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,559.0,669985.0,https://anaconda.org/conda-forge/pytest-watch,2025-10-02 11:05:16.716,184857.0,3.0,,,,,,,,,,,,,,,,,,
+157,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 02:48:01.000,2025-10-07 10:08:00.000,2025-10-07 10:07:58,503.0,9.0,45.0,8.0,324.0,72.0,672.0,2025-09-08 15:33:17.000,1.20.0,31.0,25.0,9.0,27,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,,181652.0,1553.0,1434.0,https://pypi.org/project/blacken-docs,2025-09-08 15:33:17.000,119.0,180783.0,https://anaconda.org/conda-forge/blacken-docs,2025-09-08 21:36:16.747,54805.0,3.0,,,,,,,,,,,,,,,,,,
+158,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 06:52:50.000,2025-10-29 18:57:01.000,2025-10-29 18:56:59,1384.0,44.0,170.0,29.0,668.0,389.0,493.0,2025-08-06 19:47:04.000,3.12.2,39.0,77.0,46.0,27,True,,,constructor,,289.0,265.0,27.0,27.0,,,,,https://anaconda.org/anaconda/constructor,2025-08-09 09:27:17.319,30469.0,3.0,,,,,,,,,,,,,,,,,,
+159,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,,25.0,11.0,38.0,5.0,465.0,2024-05-31 16:57:41.000,1.1.3,42.0,14.0,5.0,27,False,explosion/wasabi,wasabi,conda-forge/wasabi,,,14551463.0,68397.0,68186.0,https://pypi.org/project/wasabi,2024-05-31 16:56:16.000,211.0,14524269.0,https://anaconda.org/conda-forge/wasabi,2025-04-22 14:57:01.909,1740475.0,3.0,,,,,,,,,,,,,,,,,,
+160,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,,112.0,20.0,67.0,46.0,443.0,2024-02-26 01:36:32.000,1.7.2,34.0,38.0,13.0,27,False,,ddt,conda-forge/ddt,,,1340956.0,6612.0,6400.0,https://pypi.org/project/ddt,2024-02-26 01:36:32.000,212.0,1337017.0,https://anaconda.org/conda-forge/ddt,2025-04-22 14:56:33.025,145745.0,3.0,,,,,,,,,,,,,,,,,,
+161,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 12:46:09.000,2025-10-25 01:04:01.000,2025-10-25 01:04:00,324.0,11.0,74.0,8.0,128.0,98.0,278.0,2025-06-24 12:47:38.000,0.19.2,38.0,50.0,9.0,27,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],9.0,973064.0,654.0,,https://pypi.org/project/flake8-import-order,2025-06-24 12:47:38.000,654.0,963154.0,https://anaconda.org/conda-forge/flake8-import-order,2025-06-26 20:28:26.571,346799.0,3.0,,,,,,,,,,,,,,,,,,
+162,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 21:41:44.000,2025-10-13 19:37:51.000,2025-10-13 19:37:51,193.0,14.0,25.0,6.0,92.0,20.0,269.0,2025-07-30 13:52:14.000,1.8.0,17.0,15.0,3.0,27,True,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],78.0,666509.0,2306.0,2033.0,https://pypi.org/project/pytest-datadir,2025-07-30 13:52:11.000,273.0,656444.0,https://anaconda.org/conda-forge/pytest-datadir,2025-07-30 22:39:32.200,362248.0,3.0,,,,,,,,,,,,,,,,,,
+163,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,,66.0,31.0,7.0,,241.0,2024-08-16 16:13:46.000,7.0.0,42.0,188.0,,27,True,,hacking,,['flake8'],,124287.0,7900.0,7807.0,https://pypi.org/project/hacking,2024-08-16 16:13:46.000,93.0,124287.0,,,,3.0,,,,,,,,,,,,,,,,,,
+164,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,,39.0,3.0,70.0,45.0,178.0,2024-02-10 21:58:22.000,3.4.0,42.0,33.0,11.0,27,False,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],,612969.0,24061.0,23627.0,https://pypi.org/project/flake8-quotes,2024-02-10 21:58:22.000,434.0,596924.0,https://anaconda.org/conda-forge/flake8-quotes,2025-04-22 14:56:27.787,802278.0,3.0,,,,,,,,,,,,,,,,,,
+165,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 14:40:26.000,2025-10-06 16:41:25.000,2025-10-06 16:41:24,207.0,12.0,12.0,1.0,72.0,27.0,165.0,2025-09-21 18:56:36.000,0.4.0,22.0,11.0,4.0,27,True,,flake8-black,conda-forge/flake8-black,['flake8'],,694763.0,9182.0,8640.0,https://pypi.org/project/flake8-black,2025-09-21 18:56:36.000,542.0,687287.0,https://anaconda.org/conda-forge/flake8-black,2025-09-22 00:17:36.193,485944.0,3.0,,,,,,,,,,,,,,,,,,
+166,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,,118.0,25.0,221.0,161.0,1783.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,107.0,26,False,,dephell,,,339.0,1189.0,866.0,846.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,20.0,1185.0,,,,3.0,,,,,,,,,,,,,,,,,,
+167,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,,100.0,15.0,99.0,96.0,1053.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,64.0,26,False,,pylama,,,,264282.0,7128.0,6799.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,329.0,264282.0,,,,3.0,,,,,,,,,,,,,,,,,,
+168,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,,69.0,19.0,87.0,131.0,916.0,2024-12-22 12:48:57.000,2.1.3,93.0,29.0,41.0,26,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],,910783.0,1485.0,1456.0,https://pypi.org/project/pytest-testmon,2024-12-22 12:43:10.000,29.0,909899.0,https://anaconda.org/conda-forge/pytest-testmon,2025-04-22 14:56:46.735,81346.0,3.0,,,,,,,,,,,,,,,,,,
+169,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 21:11:31,1154.0,12.0,52.0,11.0,23.0,55.0,850.0,2025-08-22 22:11:39.000,3.9.0,56.0,10.0,47.0,26,True,,hunter,conda-forge/hunter,,,733271.0,17.0,,https://pypi.org/project/hunter,2025-08-22 22:11:39.000,17.0,729675.0,https://anaconda.org/conda-forge/hunter,2025-07-12 01:44:58.114,183436.0,3.0,,,,,,,,,,,,,,,,,,
+170,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 02:33:25.000,2025-10-06 22:22:59.000,2024-05-20 16:10:07,243.0,,48.0,4.0,125.0,37.0,644.0,2024-04-07 22:30:44.000,1.7.0,16.0,17.0,32.0,26,False,,interrogate,,,,360657.0,9077.0,8691.0,https://pypi.org/project/interrogate,2024-04-07 22:30:44.000,386.0,360657.0,,,,3.0,,,,,,,,,,,,,,,,,,
+171,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,,213.0,23.0,95.0,82.0,588.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,57.0,26,False,,sphinx-bootstrap-theme,,['sphinx'],,206703.0,275.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,275.0,206703.0,,,,3.0,,,,,,,,,,,,,,,,,,
+172,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,,76.0,8.0,72.0,40.0,475.0,2025-07-04 07:46:30.000,3.2.3,32.0,29.0,21.0,26,True,,pytest-docker,,['pytest'],209.0,793832.0,2411.0,2277.0,https://pypi.org/project/pytest-docker,2025-07-04 07:46:16.000,134.0,793829.0,,,,3.0,,,,,,,,,,,,,,,,,,
+173,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 14:25:24.000,2025-10-28 08:55:11.000,2025-10-28 08:54:28,949.0,39.0,24.0,3.0,581.0,84.0,412.0,2025-10-17 22:29:27.000,0.38.0,56.0,18.0,52.0,26,True,,nitpick,,['flake8'],12.0,14976.0,1388.0,1362.0,https://pypi.org/project/nitpick,2025-10-17 22:29:25.000,26.0,14976.0,,,,3.0,,,,,,,,,,,,,,,,,,
+174,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,,39.0,13.0,41.0,313.0,408.0,2024-05-25 16:33:38.000,0.28.8,50.0,31.0,202.0,26,False,,py2app,,,,40911.0,5530.0,5505.0,https://pypi.org/project/py2app,2024-05-25 16:31:50.000,25.0,40911.0,,,,3.0,,,,,,,,,,,,,,,,,,
+175,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,,33.0,7.0,125.0,65.0,257.0,2025-04-02 19:31:14.000,1.0.1,25.0,16.0,7.0,26,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],,552972.0,5344.0,4561.0,https://pypi.org/project/pytest-mypy,2025-04-02 19:31:14.000,783.0,551022.0,https://anaconda.org/conda-forge/pytest-mypy,2025-04-22 14:57:21.503,120912.0,3.0,,,,,,,,,,,,,,,,,,
+176,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,,55.0,17.0,109.0,86.0,232.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,1.0,26,False,,typed_ast,conda-forge/typed-ast,,,5583222.0,645.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,645.0,5470391.0,https://anaconda.org/conda-forge/typed-ast,2025-04-22 14:56:42.129,6769910.0,3.0,,,,,,,,,,,,,,,,,,
+177,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,,187.0,53.0,165.0,140.0,4948.0,2023-03-20 14:10:04.829,23.3.0,23.0,51.0,61.0,25,True,,monkeytype,conda-forge/monkeytype,,,159540.0,23.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,23.0,158017.0,https://anaconda.org/conda-forge/monkeytype,2025-04-22 14:56:45.647,99002.0,2.0,,,,,,,,,,,,,,,,,,
+178,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 11:23:04.000,2025-10-22 12:49:05.000,2025-10-22 12:17:56,111.0,9.0,204.0,63.0,61.0,50.0,4684.0,2021-01-29 16:48:55.000,0.3.3,16.0,19.0,34.0,25,True,,better-exceptions,,,,354729.0,102.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,102.0,354729.0,,,,3.0,,,,,,,,,,,,,,,,,,
+179,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2025-09-04 15:41:13.000,2024-03-13 19:34:35,215.0,,39.0,6.0,39.0,25.0,1297.0,2024-03-13 19:36:07.000,0.2.12,21.0,7.0,11.0,25,False,,stackprinter,conda-forge/stackprinter,,,367786.0,480.0,432.0,https://pypi.org/project/stackprinter,2024-03-13 19:36:07.000,48.0,367541.0,https://anaconda.org/conda-forge/stackprinter,2025-04-22 14:57:07.280,14750.0,3.0,,,,,,,,,,,,,,,,,,
+180,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 22:12:25.000,2025-10-19 04:53:06.000,2025-10-19 04:53:06,906.0,1.0,62.0,22.0,130.0,73.0,1257.0,2023-10-11 03:48:57.000,1.25.0,52.0,24.0,44.0,25,True,,wily,,,,19492.0,272.0,270.0,https://pypi.org/project/wily,2023-10-11 03:48:57.000,2.0,19492.0,,,,3.0,,,,,,,,,,,,,,,,,,
+181,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,,72.0,26.0,107.0,48.0,717.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,90.0,25,False,,redbaron,,,,278377.0,848.0,760.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,88.0,278377.0,,,,2.0,,,,,,,,,,,,,,,,,,
+182,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,,84.0,16.0,542.0,116.0,688.0,2024-04-01 20:24:40.000,3.6.0,42.0,39.0,25.0,25,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,,7208303.0,187.0,,https://pypi.org/project/mypy-protobuf,2024-04-01 20:24:40.000,187.0,7205432.0,https://anaconda.org/conda-forge/mypy-protobuf,2025-04-22 14:57:40.275,169446.0,3.0,,,,,,,,,,,,,,,,,,
+183,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,,65.0,22.0,87.0,52.0,536.0,2023-11-09 15:34:22.000,0.11.3,22.0,23.0,53.0,25,False,,mamba,,,,11197.0,1392.0,1363.0,https://pypi.org/project/mamba,2023-11-09 15:34:22.000,29.0,11197.0,,,,3.0,,,,,,,,,,,,,,,,,,
+184,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,,13.0,2.0,332.0,32.0,315.0,2023-05-31 09:59:03.360,1.5.0,16.0,17.0,8.0,25,True,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],,687540.0,20334.0,20161.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,173.0,687077.0,https://anaconda.org/conda-forge/flake8-eradicate,2025-04-22 14:57:50.454,25051.0,3.0,,,,,,,,,,,,,,,,,,
+185,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 04:39:48.000,2025-10-27 07:19:06.000,2025-10-27 07:11:42,193.0,5.0,26.0,2.0,35.0,18.0,216.0,2025-10-27 07:19:07.000,3.0.1,21.0,17.0,7.0,25,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,,,1049931.0,16890.0,16859.0,https://pypi.org/project/eradicate,2025-10-27 07:14:29.000,31.0,1049579.0,https://anaconda.org/conda-forge/eradicate,2025-05-20 15:34:28.643,19056.0,2.0,,,,,,,,,,,,,,,,,,
+186,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 01:59:02.000,2025-10-08 20:50:40.000,2025-08-20 01:37:31,925.0,4.0,15.0,6.0,128.0,34.0,214.0,2025-09-08 15:04:38.000,1.3.0,74.0,13.0,22.0,25,True,,xdoctest,conda-forge/xdoctest,,263.0,661357.0,238.0,,https://pypi.org/project/xdoctest,2025-09-08 15:02:43.000,238.0,657054.0,https://anaconda.org/conda-forge/xdoctest,2025-04-22 14:57:21.967,266483.0,3.0,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+187,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,,51.0,8.0,171.0,23.0,204.0,2021-02-16 16:47:31.000,0.2.23,26.0,43.0,33.0,25,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,,62810.0,2009.0,1915.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,94.0,62484.0,https://anaconda.org/conda-forge/data-science-types,2025-04-22 14:57:41.763,18917.0,3.0,,,,,,,,,,,,,,,,,,
+188,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,,30.0,3.0,39.0,28.0,134.0,2024-05-16 20:07:44.000,4.0.0,22.0,15.0,3.0,25,False,,flake8-commas,,['flake8'],,382706.0,19229.0,19013.0,https://pypi.org/project/flake8-commas,2024-05-16 20:07:44.000,216.0,382706.0,,,,3.0,,,,,,,,,,,,,,,,,,
+189,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 04:47:03.000,2025-09-23 14:26:36.321,2022-02-16 05:16:40,168.0,,382.0,75.0,41.0,38.0,4133.0,2025-07-01 16:14:51.000,4.4.10,228.0,16.0,24.0,24,False,,rebound,conda-forge/rebound,,264.0,37037.0,41.0,,https://pypi.org/project/rebound,2025-07-01 16:14:51.000,41.0,21692.0,https://anaconda.org/conda-forge/rebound,2025-09-23 14:26:36.321,997329.0,3.0,,,,,,,,,,,,,,,,,,
+190,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,,153.0,67.0,32.0,57.0,3971.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,30.0,24,False,,vprof,,,,10006.0,144.0,133.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,11.0,10006.0,,,,3.0,,,,,,,,,,,,,,,,,,
+191,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,,106.0,27.0,135.0,80.0,1885.0,2024-11-01 19:48:43.000,1.0.8,65.0,43.0,65.0,24,True,,shiv,,,2131.0,127337.0,16.0,,https://pypi.org/project/shiv,2024-11-01 19:47:45.000,16.0,127309.0,,,,3.0,,,,,,,,,,,,,,,,,,
+192,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 21:09:24.000,2025-09-10 21:39:03.000,2025-09-10 21:30:26,125.0,1.0,40.0,7.0,24.0,93.0,598.0,2025-09-10 21:39:03.000,3.2.0,32.0,10.0,22.0,24,True,lukasgeiter/mkdocs-awesome-nav,mkdocs-awesome-pages-plugin,,['mkdocs'],,692874.0,538.0,322.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2024-12-22 21:13:46.000,216.0,692874.0,,,,3.0,,,,,,,,,,,,,,,,,,
+193,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,,30.0,6.0,23.0,22.0,392.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,23.0,24,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],,1291263.0,3628.0,3333.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,295.0,1284199.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2025-04-22 14:56:34.780,720605.0,3.0,,,,,,,,,,,,,,,,,,
+194,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 00:55:50.000,2025-10-14 14:45:48.000,2025-10-14 14:45:47,562.0,15.0,29.0,6.0,247.0,61.0,369.0,2025-10-10 17:59:24.000,4.0.0,43.0,11.0,,24,True,,add-trailing-comma,,,,110594.0,41.0,,https://pypi.org/project/add-trailing-comma,2025-10-10 17:59:24.000,41.0,110594.0,,,,3.0,,,,,,,,,,,,,,,,,,
+195,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,,50.0,14.0,101.0,30.0,298.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,57.0,24,False,,baron,,,,278913.0,451.0,446.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,5.0,278913.0,,,,3.0,,,,,,,,,,,,,,,,,,
+196,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,,87.0,31.0,11.0,38.0,2888.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,14.0,23,False,,pretty_errors,conda-forge/pretty_errors,,,132065.0,110.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,110.0,131549.0,https://anaconda.org/conda-forge/pretty_errors,2025-04-22 14:57:40.153,30452.0,3.0,,,,,,,,,,,,,,,,,,
+197,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,,135.0,37.0,95.0,34.0,1617.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,48.0,23,False,,bowler,conda-forge/bowler,,,52868.0,19.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,19.0,52582.0,https://anaconda.org/conda-forge/bowler,2025-04-22 14:56:57.175,23745.0,3.0,,,,,,,,,,,,,,,,,,
+198,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,,41.0,19.0,19.0,31.0,1410.0,2024-10-06 20:31:02.000,0.6.0,16.0,22.0,26.0,23,True,,snoop,conda-forge/snoop,,,84913.0,41.0,,https://pypi.org/project/snoop,2024-10-06 20:31:02.000,41.0,84683.0,https://anaconda.org/conda-forge/snoop,2025-04-22 14:58:02.750,11083.0,3.0,,,,,,,,,,,,,,,,,,
+199,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,,123.0,32.0,93.0,147.0,982.0,2020-07-03 08:11:24.000,2.5.1,22.0,31.0,34.0,23,True,,pynsist,,,,3359.0,264.0,250.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,14.0,3359.0,,,,3.0,,,,,,,,,,,,,,,,,,
+200,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,,72.0,14.0,43.0,33.0,867.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,32.0,23,False,,portray,,,,22632.0,881.0,859.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,22.0,22632.0,,,,3.0,,,,,,,,,,,,,,,,,,
+201,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 19:09:01.000,2025-10-08 22:48:36.000,2025-10-08 22:48:28,402.0,6.0,67.0,22.0,406.0,90.0,691.0,2023-10-26 02:37:12.000,2.1.0,11.0,47.0,48.0,23,False,,fixit,,,,97652.0,109.0,98.0,https://pypi.org/project/fixit,2023-10-26 02:37:12.000,11.0,97652.0,,,,3.0,,,,,,,,,,,,,,,,,,
+202,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,,86.0,19.0,140.0,79.0,594.0,2024-11-29 19:33:49.000,1.8.1,14.0,67.0,45.0,23,True,,pytest-virtualenv,conda-forge/pytest-shutil,,220.0,38011.0,73.0,,https://pypi.org/project/pytest-virtualenv,2024-11-29 19:33:49.000,73.0,35450.0,https://anaconda.org/conda-forge/pytest-shutil,2025-04-22 14:56:53.611,122094.0,3.0,,,,,,,,,,,,,,,,,,
+203,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,,80.0,13.0,52.0,49.0,382.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,92.0,23,False,,mkdocs-with-pdf,,['mkdocs'],,99911.0,821.0,813.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,8.0,99911.0,,,,3.0,,,,,,,,,,,,,,,,,,
+204,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,,22.0,5.0,19.0,35.0,258.0,2024-10-21 10:27:51.000,0.9.3,24.0,13.0,5.0,23,True,,xenon,conda-forge/xenon,,,266581.0,1688.0,1641.0,https://pypi.org/project/xenon,2024-10-21 10:27:51.000,47.0,260511.0,https://anaconda.org/conda-forge/xenon,2025-05-10 18:39:17.052,30350.0,3.0,,,,,,,,,,,,,,,,,,
+205,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 09:49:24.000,2025-09-19 05:34:05.000,2025-09-19 05:33:51,495.0,1.0,21.0,4.0,186.0,108.0,247.0,2025-09-19 04:34:08.000,1.2.1,58.0,16.0,11.0,23,True,hakancelikdev/unimport,unimport,,,,43904.0,192.0,152.0,https://pypi.org/project/unimport,2025-09-18 05:14:32.000,40.0,43904.0,,,,3.0,,,,,,,,,,,,,,,,,,
+206,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,,45.0,,,,202.0,2025-01-19 21:44:01.000,1.0.6,41.0,24.0,,23,False,,asteval,conda-forge/asteval,,,2855628.0,188.0,,https://pypi.org/project/asteval,2025-01-19 21:44:01.000,188.0,2843074.0,https://anaconda.org/conda-forge/asteval,2025-04-22 14:56:28.268,703074.0,3.0,,,,,,,,,,,,,,,,,,
+207,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 16:59:41.000,2025-09-05 03:06:54.000,2025-06-01 11:59:50,146.0,,22.0,3.0,76.0,72.0,195.0,2025-06-01 11:59:32.000,0.22.0,39.0,16.0,56.0,23,True,,flake8-simplify,conda-forge/flake8-simplify,,,278215.0,109.0,,https://pypi.org/project/flake8-simplify,2025-06-01 11:59:32.000,109.0,277133.0,https://anaconda.org/conda-forge/flake8-simplify,2025-06-02 22:44:06.745,62782.0,3.0,,,,,,,,,,,,,,,,,,
+208,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,,60.0,6.0,27.0,39.0,162.0,2025-01-19 01:58:19.000,0.6.8,32.0,19.0,,23,False,,sphinx-markdown-builder,,['sphinx'],,372337.0,1301.0,1141.0,https://pypi.org/project/sphinx-markdown-builder,2025-01-19 01:58:19.000,160.0,372337.0,,,,3.0,,,,,,,,,,,,,,,,,,
+209,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,,32.0,1.0,45.0,95.0,53.0,2025-03-09 17:32:47.000,0.16.5,30.0,23.0,7.0,23,True,,pytkdocs,conda-forge/pytkdocs,,,134830.0,1626.0,1604.0,https://pypi.org/project/pytkdocs,2025-03-09 17:32:40.000,22.0,131508.0,https://anaconda.org/conda-forge/pytkdocs,2025-04-22 14:57:38.190,199366.0,3.0,,,,,,,,,,,,,,,,,,
+210,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,,205.0,51.0,45.0,17.0,2850.0,,,13.0,25.0,43.0,22,True,,pyrasite,,,,9998.0,69.0,69.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,,9998.0,,,,3.0,,,,,,,,,,,,,,,,,,
+211,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,,184.0,68.0,170.0,128.0,1762.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,89.0,22,False,,sixpack,,,,321.0,14.0,14.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,,321.0,,,,3.0,,,,,,,,,,,,,,,,,,
+212,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,,61.0,23.0,63.0,33.0,1446.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,36.0,22,False,,pyannotate,,,,29423.0,182.0,148.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,34.0,29423.0,,,,3.0,,,,,,,,,,,,,,,,,,
+213,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,,48.0,22.0,56.0,75.0,1336.0,2021-07-02 13:17:04.000,0.3.1,26.0,29.0,67.0,22,True,,pyflow,,,8700.0,577.0,43.0,42.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,460.0,,,,3.0,,,,,,,,,,,,,,,,,,
+214,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,,50.0,9.0,104.0,41.0,1057.0,2023-09-03 16:53:31.000,0.12.2,18.0,14.0,28.0,22,True,,python-devtools,conda-forge/python-devtools,,,4268.0,8748.0,8746.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,2.0,3412.0,https://anaconda.org/conda-forge/python-devtools,2025-04-22 14:57:50.459,46261.0,3.0,,,,,,,,,,,,,,,,,,
+215,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,,146.0,14.0,67.0,28.0,855.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,35.0,22,False,,pycco,,,,6907.0,349.0,343.0,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,6.0,6907.0,,,,3.0,,,,,,,,,,,,,,,,,,
+216,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,,86.0,12.0,87.0,93.0,463.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,46.0,22,False,,paver,conda-forge/paver,,,121709.0,13.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,13.0,121203.0,https://anaconda.org/conda-forge/paver,2025-04-22 14:56:29.275,54190.0,3.0,,,,,,,,,,,,,,,,,,
+217,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2025-10-08 08:08:12.000,2025-10-08 08:08:12,73.0,1.0,41.0,19.0,32.0,46.0,336.0,2021-10-05 01:33:27.000,0.5.10,24.0,12.0,44.0,22,True,,mkdocs-pdf-export-plugin,,['mkdocs'],,38538.0,1482.0,1476.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,38538.0,,,,3.0,,,,,,,,,,,,,,,,,,
+218,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 00:31:46.000,2025-08-28 22:06:24.000,2025-08-28 22:04:22,158.0,1.0,45.0,7.0,54.0,39.0,237.0,2021-07-27 09:00:22.000,0.4.8,18.0,13.0,4.0,22,True,,lazydocs,,,,20410.0,454.0,389.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,65.0,20410.0,,,,3.0,,,,,,,,,,,,,,,,,,
+219,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,,41.0,5.0,28.0,46.0,176.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,32.0,22,False,,releases,conda-forge/sphinx-releases,['sphinx'],,25314.0,752.0,711.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,41.0,24683.0,https://anaconda.org/conda-forge/sphinx-releases,2025-04-22 14:56:50.743,56172.0,3.0,,,,,,,,,,,,,,,,,,
+220,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 14:13:17,298.0,3.0,27.0,3.0,31.0,101.0,174.0,2025-08-03 14:14:31.000,2.8,50.0,15.0,12.0,22,True,,mkdocs-print-site-plugin,,['mkdocs'],,107763.0,22.0,,https://pypi.org/project/mkdocs-print-site-plugin,2025-08-03 14:15:06.000,22.0,107763.0,,,,3.0,,,,,,,,,,,,,,,,,,
+221,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 12:59:17.000,2025-09-22 05:36:01.000,2025-09-22 05:36:00,526.0,1.0,427.0,70.0,149.0,262.0,6680.0,2024-07-21 21:37:55.000,1.2.4,12.0,66.0,99.0,21,True,,,,,,,21.0,21.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+222,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 18:49:20.000,2025-09-06 15:27:49.000,2025-09-06 15:13:50,418.0,2.0,73.0,39.0,50.0,37.0,1695.0,2025-09-06 15:27:49.000,0.10.0,42.0,10.0,21.0,21,True,,birdseye,,,,2422.0,9.0,,https://pypi.org/project/birdseye,2025-09-06 15:27:49.000,9.0,2422.0,,,,3.0,,,,,,,,,,,,,,,,,,
+223,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-12-28 22:35:49.000,2023-12-28 22:31:34,105.0,,56.0,43.0,24.0,23.0,1577.0,2020-12-02 20:41:20.000,20.12.2,3.0,44.0,8.0,21,False,,xar,,,,3983.0,36.0,36.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,3983.0,,,,3.0,,,,,,,,,,,,,,,,,,
+224,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2019-11-17 15:47:15.000,2025-04-22 14:56:43.876,2019-10-30 17:50:10,279.0,,74.0,,,,518.0,,,13.0,10.0,,21,False,,assertpy,conda-forge/assertpy,,,607486.0,99.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,99.0,606897.0,https://anaconda.org/conda-forge/assertpy,2025-04-22 14:56:43.876,37129.0,3.0,,,,,,,,,,,,,,,,,,
+225,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,,18.0,4.0,83.0,41.0,170.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,13.0,21,False,,pandas-vet,conda-forge/pandas-vet,['flake8'],138.0,17359.0,518.0,481.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,37.0,16810.0,https://anaconda.org/conda-forge/pandas-vet,2025-04-22 14:57:04.228,24114.0,3.0,,,,,,,,,,,,,,,,,,
+226,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,,19.0,4.0,14.0,3.0,126.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,9.0,21,False,prospector-dev/dodgy,dodgy,conda-forge/dodgy,,,451397.0,2994.0,2943.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,51.0,450061.0,https://anaconda.org/conda-forge/dodgy,2025-04-22 14:56:26.263,146999.0,3.0,,,,,,,,,,,,,,,,,,
+227,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,,23.0,4.0,18.0,17.0,113.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,12.0,21,False,,flake8-bandit,,['flake8'],,470052.0,210.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,210.0,470052.0,,,,3.0,,,,,,,,,,,,,,,,,,
+228,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,,112.0,69.0,25.0,19.0,2951.0,2017-06-28 06:10:16.000,0.1.3,5.0,18.0,17.0,20,False,,profiling,,,,855.0,82.0,80.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,2.0,855.0,,,,3.0,,,,,,,,,,,,,,,,,,
+229,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,,244.0,65.0,116.0,78.0,2199.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,27.0,20,False,,python-taint,,,145.0,2358.0,2.0,,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,2.0,2357.0,,,,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,,25.0,8.0,46.0,17.0,394.0,2024-07-04 16:25:34.000,1.8.1,24.0,11.0,9.0,20,False,,manhole,conda-forge/manhole,,,744708.0,6.0,,https://pypi.org/project/manhole,2024-07-04 16:25:34.000,6.0,743599.0,https://anaconda.org/conda-forge/manhole,2025-04-22 14:57:57.761,56568.0,3.0,,,,,,,,,,,,,,,,,,
+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,,16.0,2.0,16.0,23.0,170.0,2024-10-31 12:39:01.000,0.16.0,19.0,16.0,24.0,20,True,,dlint,conda-forge/dlint,,,95460.0,93.0,,https://pypi.org/project/dlint,2024-10-31 12:39:01.000,93.0,95218.0,https://anaconda.org/conda-forge/dlint,2025-04-22 14:58:04.693,11376.0,3.0,,,,,,,,,,,,,,,,,,
+232,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2025-09-21 21:50:29.000,2025-09-21 21:50:08,205.0,11.0,15.0,3.0,19.0,7.0,114.0,2025-09-21 21:30:16.000,0.71.0,17.0,9.0,1.0,20,True,,massedit,,,33.0,2258.0,57.0,54.0,https://pypi.org/project/massedit,2025-09-21 21:30:16.000,3.0,2258.0,,,,3.0,,,,,,,,,,,,,,,,,,
+233,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,,19.0,3.0,13.0,3.0,96.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,12.0,20,False,,unify,conda-forge/unify,,,206448.0,1516.0,1445.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,71.0,206388.0,https://anaconda.org/conda-forge/unify,2025-04-22 14:57:56.214,3123.0,3.0,,,,,,,,,,,,,,,,,,
+234,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,,10.0,4.0,9.0,9.0,61.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,6.0,20,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],,160274.0,2957.0,2916.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,41.0,160274.0,,,,3.0,,,,,,,,,,,,,,,,,,
+235,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 12:04:13.000,2025-09-22 12:12:06.000,2025-09-22 12:12:05,796.0,1.0,116.0,40.0,67.0,69.0,5791.0,2024-04-06 23:52:28.000,0.8.14,90.0,27.0,30.0,19,True,,xxh-xxh,,,4639.0,340.0,,,https://pypi.org/project/xxh-xxh,2024-04-06 23:52:28.000,,272.0,,,,3.0,,,,,,,,,,,,,,,,,,
+236,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,,122.0,28.0,4.0,6.0,1829.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,5.0,19,False,,heartrate,conda-forge/heartrate,,,661.0,75.0,72.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,547.0,https://anaconda.org/conda-forge/heartrate,2025-04-22 14:57:56.114,5943.0,3.0,,,,,,,,,,,,,,,,,,
+237,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,,24.0,12.0,25.0,40.0,370.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,4.0,19,False,,vex,,,,1121.0,37.0,34.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,3.0,1121.0,,,,3.0,,,,,,,,,,,,,,,,,,
+238,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,,46.0,3.0,68.0,,227.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,4.0,19,False,,flakehell,,['flake8'],97.0,10852.0,18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,10851.0,,,,3.0,,,,,,,,,,,,,,,,,,
+239,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,,13.0,5.0,35.0,23.0,155.0,2021-08-21 09:01:26.000,0.3.0,3.0,8.0,10.0,19,True,,com2ann,,,,19862.0,98.0,96.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,19862.0,,,,3.0,,,,,,,,,,,,,,,,,,
+240,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,,20.0,6.0,34.0,80.0,138.0,2025-05-30 00:58:19.000,16.1.0,72.0,24.0,11.0,19,False,,pip-run,,,,8436.0,97.0,87.0,https://pypi.org/project/pip-run,2025-05-30 00:58:13.000,10.0,8436.0,,,,3.0,,,,,,,,,,,,,,,,,,
+241,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,,17.0,3.0,13.0,3.0,102.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,23.0,19,False,,flake8-mypy,,['flake8'],,55964.0,1815.0,1760.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,55.0,55964.0,,,,3.0,,,,,,,,,,,,,,,,,,
+242,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,,59.0,22.0,33.0,120.0,2985.0,2024-05-22 15:28:18.000,1.5.1,50.0,3.0,34.0,18,False,,reloadium,,,,1682.0,,,https://pypi.org/project/reloadium,2024-05-22 15:28:18.000,,1682.0,,,,3.0,,,,,,,,,,,,,,,,,,
+243,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,,124.0,66.0,29.0,15.0,2341.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,7.0,18,False,,fake2db,,,,286.0,32.0,32.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,,286.0,,,,3.0,,,,,,,,,,,,,,,,,,
+244,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,,46.0,9.0,8.0,9.0,843.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,7.0,18,False,,py-heat,,,,6171.0,86.0,80.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,6171.0,,,,3.0,,,,,,,,,,,,,,,,,,
+245,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,,211.0,34.0,99.0,2024-10-01 16:15:26.000,1.6.1,44.0,18.0,15.0,18,True,,autoimport,,,,11031.0,14.0,,https://pypi.org/project/autoimport,2024-10-01 16:15:26.000,14.0,11031.0,,,,3.0,,,,,,,,,,,,,,,,,,
+246,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,,10.0,5.0,6.0,3.0,94.0,2014-09-07 13:57:37.000,0.5.7,24.0,3.0,7.0,18,False,,pyformat,,,,4858.0,1917.0,1909.0,https://pypi.org/project/pyformat,2024-01-01 00:20:50.000,8.0,4858.0,,,,3.0,,,,,,,,,,,,,,,,,,
+247,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,,9.0,2.0,8.0,6.0,64.0,,,5.0,9.0,9.0,18,False,,pylint-flask,conda-forge/pylint-flask,['pylint'],,168142.0,8260.0,8254.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,6.0,166168.0,https://anaconda.org/conda-forge/pylint-flask,2025-04-22 14:56:27.130,217166.0,3.0,,,,,,,,,,,,,,,,,,
+248,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000,2017-02-13 18:07:04,26.0,,22.0,4.0,7.0,2.0,356.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,21.0,17,False,,pycycle,,,,19448.0,106.0,103.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,3.0,19448.0,,,,3.0,,,,,,,,,,,,,,,,,,
+249,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2023-07-27 15:15:12.000,2023-07-27 15:12:07,35.0,,14.0,6.0,23.0,6.0,277.0,2023-07-27 15:15:12.000,0.3.2,12.0,7.0,11.0,17,False,,bellybutton,,,,1499.0,51.0,50.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,1499.0,,,,3.0,,,,,,,,,,,,,,,,,,
+250,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-06-17 04:37:59.000,2023-06-17 04:37:59,400.0,,36.0,7.0,68.0,26.0,223.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,20.0,17,False,,imhotep,,,,64.0,19.0,15.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,4.0,64.0,,,,3.0,,,,,,,,,,,,,,,,,,
+251,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2025-07-16 13:54:30.000,2019-10-04 19:05:46,128.0,,19.0,10.0,10.0,13.0,155.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,11.0,17,False,,pynt,,,,4858.0,131.0,130.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,1.0,4858.0,,,,3.0,,,,,,,,,,,,,,,,,,
+252,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2025-09-05 19:23:22.000,2025-09-05 19:23:22,154.0,1.0,458.0,71.0,64.0,79.0,4085.0,,,,43.0,8.0,16,True,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+253,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,,185.0,39.0,155.0,173.0,1629.0,,,,61.0,40.0,16,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+254,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,,13.0,4.0,18.0,13.0,379.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,7.0,16,False,,tbvaccine,,,,2343.0,17.0,17.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,2343.0,,,,3.0,,,,,,,,,,,,,,,,,,
+255,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2025-04-22 14:58:04.676,2024-12-09 15:09:45,88.0,,6.0,9.0,3.0,13.0,246.0,2024-12-09 15:14:21.000,1.2.0,11.0,3.0,7.0,16,True,,cohesion,conda-forge/cohesion,,,10712.0,13.0,,https://pypi.org/project/cohesion,2024-12-09 15:14:21.000,13.0,10599.0,https://anaconda.org/conda-forge/cohesion,2025-04-22 14:58:04.676,5321.0,3.0,,,,,,,,,,,,,,,,,,
+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,,4.0,7.0,62.0,25.0,70.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,4.0,16,False,,pytest-play,,['pytest'],,469.0,10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,469.0,,,,3.0,,,,,,,,,,,,,,,,,,
+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,,6.0,2.0,39.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,7.0,16,False,,mkdocs-versioning,,['mkdocs'],,6056.0,128.0,128.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,6056.0,,,,3.0,,,,,,,,,,,,,,,,,,
+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,,12.0,3.0,7.0,12.0,118.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,7.0,15,False,,pep8ify,,,,86.0,66.0,66.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,,86.0,,,,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,,5.0,2.0,142.0,11.0,16.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,1.0,15,False,,yala,,"['flake8', 'pylint']",,1434.0,66.0,56.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,1434.0,,,,3.0,,,,,,,,,,,,,,,,,,
+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,,19.0,5.0,28.0,15.0,144.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,1.0,14,False,,retype,conda-forge/retype,,,6589.0,4.0,,https://pypi.org/project/retype,2022-08-14 07:10:00.969,4.0,5906.0,https://anaconda.org/conda-forge/retype,2025-04-22 14:56:45.636,41001.0,3.0,,,,,,,,,,,,,,,,,,
+261,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,,23.0,4.0,23.0,10.0,134.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,7.0,14,False,,pipenv-pipes,,,,159.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,159.0,,,,3.0,,,,,,,,,,,,,,,,,,
+262,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000,2022-09-15 18:19:20,395.0,,8.0,4.0,34.0,3.0,25.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,1.0,14,True,,universal-build,,,23.0,220.0,7.0,,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,220.0,,,,3.0,,,,,,,,,,,,,,,,,,
+263,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000,2022-12-19 19:23:19,95.0,,71.0,15.0,75.0,30.0,568.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,44.0,13,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+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,,166.0,73.0,4.0,15.0,2559.0,,,,3.0,11.0,12,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+265,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,,27.0,16.0,61.0,1.0,185.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,9.0,12,False,,linty-fresh,,"['flake8', 'mypy']",,47.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,47.0,,,,3.0,,,,,,,,,,,,,,,,,,
+266,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,,3.0,1.0,281.0,3.0,173.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,2.0,12,False,,freshenv,raiyanyahya/freshenv,,,119.0,2.0,2.0,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,119.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,
+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,,3.0,3.0,6.0,,44.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,6.0,11,False,,pyship,,,,53.0,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,,53.0,,,,3.0,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 4a952ce..3b8c649 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,19 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
-- bandit (π₯38 Β· β 7.4K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
-- pyflakes (π₯36 Β· β 1.4K Β· π) - A simple program which checks Python source files for errors. MIT
-- flake8-bugbear (π₯33 Β· β 1.1K Β· π) - A plugin for Flake8 finding likely bugs and design.. MIT MIT
-- Yappi (π₯30 Β· β 1.7K Β· π) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
+- pytest (π₯50 Β· β 13K Β· π) - The pytest framework makes it easy to write small tests, yet.. MIT MIT
+- Nuitka (π₯40 Β· β 14K Β· π) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2
+- tox (π₯40 Β· β 3.9K Β· π) - Command line driven CI frontend and development task automation tool. MIT βοΈGPL-2.0 MIT MIT
-- mkdocstrings (π₯33 Β· β 2K Β· π) - Automatic documentation from sources, for MkDocs. ISC MIT
-- tabulate (π₯31 Β· β 2.5K Β· π) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+- pipenv (π₯42 Β· β 25K Β· π) - Python Development Workflow for Humans. MIT
+- wheel (π₯36 Β· β 540 Β· π) - The official binary distribution format for Python. MIT
+- py-spy (π₯35 Β· β 14K Β· π) - Sampling profiler for Python programs. MIT
+- freezegun (π₯34 Β· β 4.4K Β· π) - Let your Python tests travel through time. Apache-2
+- pyarmor (π₯33 Β· β 4.7K Β· π) - A tool used to obfuscate python scripts, bind obfuscated.. βοΈSGI-B-2.0