beartype (π₯35 Β· β 3.2K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT
+pyflakes (π₯36 Β· β 1.4K Β· π) - A simple program which checks Python source files for errors. 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 16.10.2025):
+- [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):
+ ```
+ pip install pyflakes
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 9.3M 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):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 9.2M / month Β· π¦ 820 Β· β±οΈ 04.10.2025):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 10M / month Β· π¦ 840 Β· β±οΈ 23.10.2025):
```
pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 470K Β· β±οΈ 04.10.2025):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 470K Β· β±οΈ 23.10.2025):
```
conda install -c conda-forge beartype
```
parso (π₯35 Β· β 660) - A Python Parser. MIT
+parso (π₯35 Β· β 660) - A Python Parser. MIT
- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 51 Β· π 110 Β· π¦ 590K Β· π 120 - 10% open Β· β±οΈ 23.08.2025):
```
git clone https://github.com/davidhalter/parso
```
-- [PyPi](https://pypi.org/project/parso) (π₯ 79M / month Β· π¦ 1.1K Β· β±οΈ 23.08.2025):
+- [PyPi](https://pypi.org/project/parso) (π₯ 80M / month Β· π¦ 1.1K Β· β±οΈ 23.08.2025):
```
pip install parso
```
@@ -164,25 +180,25 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 9.6M Β· β±οΈ 22.06.2025):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 9.7M Β· β±οΈ 22.06.2025):
```
conda install -c conda-forge pycodestyle
```
pyflakes (π₯33 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 
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 88 Β· π 180 Β· π 550 - 10% open Β· β±οΈ 20.06.2025):
+- [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/pyflakes
+ git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/pyflakes) (π₯ 49M / month Β· π¦ 1.3K Β· β±οΈ 20.06.2025):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 3.5M / month Β· π¦ 1.5K Β· β±οΈ 22.10.2025):
```
- pip install pyflakes
+ pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 9.3M Β· β±οΈ 21.06.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 870K Β· β±οΈ 22.10.2025):
```
- conda install -c conda-forge pyflakes
+ conda install -c conda-forge flake8-bugbear
```
ruff (π₯31 Β· β 43K) - An extremely fast Python linter and code formatter, written in Rust. MIT
@@ -192,31 +208,15 @@ 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₯ 95M / month Β· π¦ 21K Β· β±οΈ 07.10.2025):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 98M / month Β· π¦ 21K Β· β±οΈ 16.10.2025):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 4.9M Β· β±οΈ 07.10.2025):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 4.9M Β· β±οΈ 16.10.2025):
```
conda install -c conda-forge ruff
```
flake8-bugbear (π₯31 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 11.10.2025):
-
- ```
- git clone https://github.com/PyCQA/flake8-bugbear
- ```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 3.1M / month Β· π¦ 1.2K Β· β±οΈ 12.12.2024):
- ```
- pip install flake8-bugbear
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 870K Β· β±οΈ 22.04.2025):
- ```
- conda install -c conda-forge flake8-bugbear
- ```
-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):
@@ -244,19 +244,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pylint-django
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 310K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 320K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pylint-django
```
check-manifest (π₯28 Β· β 290 Β· π) - Tool to check the completeness of MANIFEST.in for Python.. MIT
+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 37 Β· π¦ 12K Β· π 100 - 23% open Β· β±οΈ 15.10.2025):
+- [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):
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 550K / month Β· π¦ 5K Β· β±οΈ 15.10.2025):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 560K / month Β· π¦ 5K Β· β±οΈ 15.10.2025):
```
pip install check-manifest
```
@@ -267,7 +267,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
flake8-isort (π₯28 Β· β 180) - flake8 plugin that integrates isort. βοΈGPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 40 Β· π 190 Β· π¦ 28K Β· π 59 - 3% open Β· β±οΈ 17.08.2025):
+- [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):
```
git clone https://github.com/gforcada/flake8-isort
@@ -276,27 +276,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install flake8-isort
```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 89K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 90K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge flake8-isort
```
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 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
- ```
-hacking (π₯27 Β· β 240 Β· π€) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 66 Β· π¦ 7.8K Β· β±οΈ 19.12.2024):
@@ -304,7 +288,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 130K / month Β· π¦ 93 Β· β±οΈ 16.08.2024):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 120K / month Β· π¦ 93 Β· β±οΈ 16.08.2024):
```
pip install hacking
```
@@ -332,7 +316,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 780K / month Β· π¦ 560 Β· β±οΈ 17.08.2025):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 800K / month Β· π¦ 560 Β· β±οΈ 17.08.2025):
```
pip install flake8-builtins
```
@@ -343,24 +327,40 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
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 130 - 38% open Β· β±οΈ 10.10.2025):
+- [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 21.10.2025):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 16K / month Β· π¦ 26 Β· β±οΈ 10.10.2025):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 16K / 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 83 Β· π 140 - 17% open Β· β±οΈ 22.11.2024):
+- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 39 Β· π 84 Β· π 140 - 17% open Β· β±οΈ 22.11.2024):
```
git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 6.9M / month Β· π¦ 190 Β· β±οΈ 01.04.2024):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 7.2M / month Β· π¦ 190 Β· β±οΈ 01.04.2024):
```
pip install mypy-protobuf
```
@@ -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₯ 640K / month Β· π¦ 170 Β· β±οΈ 31.05.2023):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 660K / month Β· π¦ 170 Β· β±οΈ 31.05.2023):
```
pip install flake8-eradicate
```
@@ -431,12 +431,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
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 16.10.2025):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 820 Β· π 3K Β· π¦ 330K Β· π 12K - 25% open Β· β±οΈ 20.10.2025):
```
git clone https://github.com/python/mypy
```
-- [PyPi](https://pypi.org/project/mypy) (π₯ 75M / month Β· π¦ 30K Β· β±οΈ 19.09.2025):
+- [PyPi](https://pypi.org/project/mypy) (π₯ 77M / month Β· π¦ 30K Β· β±οΈ 19.09.2025):
```
pip install mypy
```
@@ -447,40 +447,40 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
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₯ 5.5K Β· π¦ 1.4K Β· π 7.3K - 1% open Β· β±οΈ 16.10.2025):
+- [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 22.10.2025):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 1.6M / month Β· π¦ 33 Β· β±οΈ 01.10.2025):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 1.6M / month Β· π¦ 33 Β· β±οΈ 22.10.2025):
```
npm install pyright
```
pyre-check (π₯33 Β· β 7.1K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 290 Β· π 450 Β· π¦ 21 Β· π 460 - 32% open Β· β±οΈ 15.10.2025):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 290 Β· π 450 Β· π¦ 21 Β· π 460 - 32% open Β· β±οΈ 23.10.2025):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 170K / month Β· π¦ 87 Β· β±οΈ 07.07.2025):
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 150K / month Β· π¦ 87 Β· β±οΈ 07.07.2025):
```
pip install pyre-check
```
pytype (π₯33 Β· β 5K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 110 Β· π 290 Β· π¦ 4.1K Β· π 950 - 21% open Β· β±οΈ 30.09.2025):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 110 Β· π 290 Β· π¦ 4.1K Β· π 950 - 21% open Β· β±οΈ 22.10.2025):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 490K / month Β· π¦ 230 Β· β±οΈ 11.10.2024):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 480K / month Β· π¦ 230 Β· β±οΈ 11.10.2024):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 570K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 580K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pytype
```
@@ -495,9 +495,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
black (π₯45 Β· β 41K) - The uncompromising Python code formatter. MIT
+black (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 10.10.2025):
+- [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 22.10.2025):
```
git clone https://github.com/psf/black
@@ -513,12 +513,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
isort (π₯43 Β· β 6.8K) - 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 11.10.2025):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 320 Β· π 610 Β· π¦ 560K Β· π 1.4K - 13% open Β· β±οΈ 21.10.2025):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 69M / month Β· π¦ 22K Β· β±οΈ 11.10.2025):
+- [PyPi](https://pypi.org/project/isort) (π₯ 70M / month Β· π¦ 22K Β· β±οΈ 11.10.2025):
```
pip install isort
```
@@ -534,7 +534,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/google/yapf
```
-- [PyPi](https://pypi.org/project/yapf) (π₯ 10M / month Β· π¦ 1.3K Β· β±οΈ 14.11.2024):
+- [PyPi](https://pypi.org/project/yapf) (π₯ 11M / month Β· π¦ 1.3K Β· β±οΈ 14.11.2024):
```
pip install 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₯ 7.3M / month Β· π¦ 1.7K Β· β±οΈ 14.01.2025):
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 7.4M / month Β· π¦ 1.7K Β· β±οΈ 14.01.2025):
```
pip install autopep8
```
@@ -559,14 +559,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge autopep8
```
docformatter (π₯30 Β· β 570) - Formats docstrings to follow PEP 257. MIT
+docformatter (π₯29 Β· β 570) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 39 Β· π 83 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» 39 Β· π 85 Β· π₯ 51 Β· π¦ 4.3K Β· π 170 - 11% open Β· β±οΈ 14.08.2025):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 1.4M / month Β· π¦ 300 Β· β±οΈ 11.05.2025):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 1.3M / month Β· π¦ 300 Β· β±οΈ 11.05.2025):
```
pip install docformatter
```
@@ -582,7 +582,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (π₯ 10K / month Β· π¦ 14 Β· β±οΈ 01.10.2024):
+- [PyPi](https://pypi.org/project/autoimport) (π₯ 11K / month Β· π¦ 14 Β· β±οΈ 01.10.2024):
```
pip install autoimport
```
@@ -604,7 +604,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/davidhalter/jedi
```
-- [PyPi](https://pypi.org/project/jedi) (π₯ 78M / month Β· π¦ 1.2K Β· β±οΈ 11.11.2024):
+- [PyPi](https://pypi.org/project/jedi) (π₯ 79M / month Β· π¦ 1.2K Β· β±οΈ 11.11.2024):
```
pip install jedi
```
@@ -613,7 +613,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge jedi
```
rope (π₯34 Β· β 2.1K Β· π) - a python refactoring library. βοΈLGPL-3.0
+rope (π₯34 Β· β 2.1K) - a python refactoring library. βοΈLGPL-3.0
- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 83 Β· π 170 Β· π₯ 42 Β· π¦ 79K Β· π 380 - 31% open Β· β±οΈ 12.07.2025):
@@ -645,30 +645,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyupgrade
```
vulture (π₯30 Β· β 4.1K) - Find dead Python code. MIT
+vulture (π₯31 Β· β 4.1K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 47 Β· π 170 Β· π¦ 5.9K Β· π 230 - 17% open Β· β±οΈ 17.09.2025):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 48 Β· π 170 Β· π¦ 5.9K Β· π 230 - 17% open Β· β±οΈ 17.10.2025):
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 2.7M / month Β· π¦ 200 Β· β±οΈ 08.12.2024):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 2.9M / month Β· π¦ 200 Β· β±οΈ 08.12.2024):
```
pip install vulture
```
-- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 130K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 140K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge vulture
```
autoflake (π₯27 Β· β 940) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (π₯27 Β· β 950) - Removes unused imports and unused variables as reported by pyflakes. MIT
- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 39 Β· π 83 Β· π 120 - 34% open Β· β±οΈ 09.09.2025):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π₯ 4.4M / month Β· π¦ 1K Β· β±οΈ 13.03.2024):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 4.5M / month Β· π¦ 1K Β· β±οΈ 13.03.2024):
```
pip install autoflake
```
@@ -684,11 +684,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (π₯ 170K / month Β· π¦ 23 Β· β±οΈ 20.03.2023):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 160K / month Β· π¦ 23 Β· β±οΈ 20.03.2023):
```
pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 97K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 98K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge monkeytype
```
@@ -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₯ 2.7K / month Β· π¦ 3 Β· β±οΈ 21.09.2025):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 2.4K / 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₯ 20K / month Β· π¦ 2 Β· β±οΈ 21.08.2021):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 19K / month Β· π¦ 2 Β· β±οΈ 21.08.2021):
```
pip install com2ann
```
@@ -745,8 +745,8 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- redbaron (π₯25 Β· β 720 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
- eradicate (π₯25 Β· β 220) - Removes commented-out code from Python files. βοΈSaxpath
-- Bowler (π₯24 Β· β 1.6K Β· π) - Safe code refactoring for modern Python. MIT
- baron (π₯24 Β· β 300 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
+- Bowler (π₯23 Β· β 1.6K Β· π) - Safe code refactoring for modern Python. MIT
- pyannotate (π₯22 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
- unify (π₯20 Β· β 96 Β· π) - Modifies strings to all use the same quote where possible. MIT
- pep8ify (π₯15 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
@@ -758,46 +758,46 @@ 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
+bandit (π₯38 Β· β 7.4K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
-- [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 24.09.2025):
+- [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):
```
- git clone https://github.com/pyupio/safety
+ git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/safety) (π₯ 3.7M / month Β· π¦ 900 Β· β±οΈ 24.09.2025):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 11M / month Β· π¦ 1.8K Β· β±οΈ 06.07.2025):
```
- pip install safety
+ pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 140K Β· β±οΈ 24.09.2025):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 530K Β· β±οΈ 06.07.2025):
```
- conda install -c conda-forge safety
+ conda install -c conda-forge bandit
```
bandit (π₯35 Β· β 7.4K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
+safety (π₯36 Β· β 1.9K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 190 Β· π 690 Β· π₯ 890 Β· π¦ 59K Β· π 720 - 28% open Β· β±οΈ 14.10.2025):
+- [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):
```
- git clone https://github.com/PyCQA/bandit
+ git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/bandit) (π¦ 1.8K Β· β±οΈ 06.07.2025):
+- [PyPi](https://pypi.org/project/safety) (π₯ 3.6M / month Β· π¦ 940 Β· β±οΈ 22.10.2025):
```
- pip install bandit
+ pip install safety
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 530K Β· β±οΈ 06.07.2025):
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 150K Β· β±οΈ 24.09.2025):
```
- conda install -c conda-forge bandit
+ conda install -c conda-forge safety
```
sqlmap (π₯34 Β· β 36K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 150 Β· π 6.1K Β· π¦ 21 Β· π 5.4K - 1% open Β· β±οΈ 07.10.2025):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 150 Β· π 6.1K Β· π¦ 21 Β· π 5.4K - 1% open Β· β±οΈ 19.10.2025):
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 19K / month Β· π¦ 12 Β· β±οΈ 07.10.2025):
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 18K / month Β· π¦ 12 Β· β±οΈ 07.10.2025):
```
pip install sqlmap
```
@@ -809,7 +809,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 1.6M / month Β· π¦ 95 Β· β±οΈ 06.05.2024):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 1.7M / month Β· π¦ 95 Β· β±οΈ 06.05.2024):
```
pip install 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₯ 94K / month Β· π¦ 93 Β· β±οΈ 31.10.2024):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 92K / month Β· π¦ 93 Β· β±οΈ 31.10.2024):
```
pip install dlint
```
@@ -844,7 +844,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
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 10.10.2025):
+- [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 16.10.2025):
```
git clone https://github.com/pypa/virtualenv
@@ -860,12 +860,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pipenv (π₯43 Β· β 25K) - 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 07.07.2025):
+- [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₯ 26M / month Β· π¦ 250 Β· β±οΈ 07.07.2025):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 24M / month Β· π¦ 250 Β· β±οΈ 07.07.2025):
```
pip install pipenv
```
@@ -876,12 +876,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyenv (π₯35 Β· β 43K) - 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 15.10.2025):
+- [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₯ 9.1K / month Β· β±οΈ 12.01.2019):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 8.5K / month Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
@@ -918,7 +918,7 @@ 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
-- [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 13.10.2025):
+- [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 21.10.2025):
```
git clone https://github.com/pypa/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₯ 31K Β· π¦ 52K Β· π 10K - 6% open Β· β±οΈ 16.10.2025):
+- [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 23.10.2025):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 8K / month Β· π¦ 83 Β· β±οΈ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (π₯ 7.6K / month Β· π¦ 83 Β· β±οΈ 22.04.2017):
```
pip install conda
```
@@ -950,23 +950,23 @@ 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 24.09.2025):
+- [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 22.10.2025):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 68M / month Β· π¦ 870 Β· β±οΈ 21.09.2025):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 66M / month Β· π¦ 870 Β· β±οΈ 21.09.2025):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 6.5M Β· β±οΈ 22.09.2025):
+- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 6.6M Β· β±οΈ 22.09.2025):
```
conda install -c conda-forge poetry
```
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 06.10.2025):
+- [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 21.10.2025):
```
git clone https://github.com/jazzband/pip-tools
@@ -982,12 +982,12 @@ 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₯ 830 Β· π¦ 520 Β· π 1.9K - 2% open Β· β±οΈ 11.10.2025):
+- [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):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 7.6M / month Β· π¦ 210 Β· β±οΈ 11.10.2025):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 6.8M / month Β· π¦ 210 Β· β±οΈ 11.10.2025):
```
pip install pdm
```
@@ -998,12 +998,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
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 480 Β· π₯ 650K 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₯ 660K 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₯ 7.9M / month Β· π¦ 75 Β· β±οΈ 30.09.2025):
+- [PyPi](https://pypi.org/project/pipx) (π₯ 10M / month Β· π¦ 75 Β· β±οΈ 30.09.2025):
```
pip install pipx
```
@@ -1012,30 +1012,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pipx
```
pipreqs (π₯31 Β· β 7.3K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+pipreqs (π₯31 Β· β 7.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 74 Β· π 420 Β· π¦ 40K Β· π 330 - 65% open Β· β±οΈ 30.06.2025):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 940K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 920K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
```
pip install pipreqs
```
-- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 72K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 73K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pipreqs
```
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 14.10.2025):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 180 Β· π 410 Β· π 2K - 22% open Β· β±οΈ 20.10.2025):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 20M Β· β±οΈ 14.10.2025):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 20M Β· β±οΈ 20.10.2025):
```
conda install -c conda-forge 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₯ 920 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 740 / 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₯19 Β· β 140) - pip-run - dynamic dependency loader for Python. βUnlicensed
+- pip-run (π₯18 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₯ 410K / month Β· π¦ 290 Β· β±οΈ 13.08.2025): +- [PyPi](https://pypi.org/project/prospector) (π₯ 400K / month Β· π¦ 290 Β· β±οΈ 13.08.2025): ``` pip install prospector ``` @@ -1102,7 +1102,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/rubik/radon ``` -- [PyPi](https://pypi.org/project/radon) (π₯ 2.2M / month Β· π¦ 220 Β· β±οΈ 26.03.2023): +- [PyPi](https://pypi.org/project/radon) (π₯ 2.3M / month Β· π¦ 220 Β· β±οΈ 26.03.2023): ``` pip install radon ``` @@ -1111,6 +1111,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge radon ```
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):
+
+ ```
+ 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):
+ ```
+ pip install wily
+ ```
+xenon (π₯23 Β· β 260 Β· π€) - Monitoring tool based on radon. MIT
- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 13 Β· π 22 Β· π¦ 1.6K Β· π 40 - 12% open Β· β±οΈ 21.10.2024):
@@ -1127,14 +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₯16 Β· β 250 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0
+cohesion (π₯15 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₯ 9.1K / month Β· π¦ 13 Β· β±οΈ 09.12.2024):
+- [PyPi](https://pypi.org/project/cohesion) (π₯ 7.8K / month Β· π¦ 13 Β· β±οΈ 09.12.2024):
```
pip install cohesion
```
@@ -1143,10 +1155,6 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge cohesion
```
Show 1 hidden projects...
- -- wily (π₯25 Β· β 1.3K Β· π) - A Python application for tracking, reporting on timing and..Apache-2
-## Logging @@ -1160,7 +1168,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/Textualize/rich ``` -- [PyPi](https://pypi.org/project/rich) (π₯ 230M / month Β· π¦ 26K Β· β±οΈ 09.10.2025): +- [PyPi](https://pypi.org/project/rich) (π₯ 240M / month Β· π¦ 26K Β· β±οΈ 09.10.2025): ``` pip install rich ``` @@ -1191,23 +1199,23 @@ 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 16.10.2025):
+- [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):
```
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 15.10.2025):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 78M / month Β· π¦ 1.3K Β· β±οΈ 20.10.2025):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 1.4M Β· β±οΈ 15.10.2025):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 1.4M Β· β±οΈ 20.10.2025):
```
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 16.10.2025):
+- [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):
```
git clone https://github.com/hynek/structlog
@@ -1216,7 +1224,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install structlog
```
-- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 830K Β· β±οΈ 02.06.2025):
+- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 840K Β· β±οΈ 02.06.2025):
```
conda install -c conda-forge structlog
```
@@ -1228,7 +1236,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 44M / month Β· π¦ 11K Β· β±οΈ 06.12.2024):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 45M / month Β· π¦ 11K Β· β±οΈ 06.12.2024):
```
pip install loguru
```
@@ -1239,7 +1247,7 @@ 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 15.10.2025):
+- [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 22.10.2025):
```
git clone https://github.com/getlogbook/logbook
@@ -1253,68 +1261,68 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge logbook
```
alive-progress (π₯33 Β· β 6.1K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
+python-json-logger (π₯33 Β· β 1.8K Β· π€) - Json Formatter for the standard python logger. BSD-2
-- [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/madzak/python-json-logger) (π¨βπ» 64 Β· π 230 Β· π 120 - 24% open Β· β±οΈ 12.12.2024):
```
- git clone https://github.com/rsalmei/alive-progress
+ git clone https://github.com/madzak/python-json-logger
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 2.3M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 64M / month Β· π¦ 1.1K Β· β±οΈ 06.10.2025):
```
- pip install alive-progress
+ pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 180K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 13M Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge alive-progress
+ conda install -c conda-forge python-json-logger
```
python-json-logger (π₯33 Β· β 1.8K Β· π€) - Json Formatter for the standard python logger. BSD-2
+colorlog (π₯32 Β· β 940 Β· π) - A colored formatter for the python logging module. MIT
-- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 64 Β· π 230 Β· π 120 - 24% open Β· β±οΈ 12.12.2024):
+- [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/madzak/python-json-logger
+ git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 62M / month Β· π¦ 1.1K Β· β±οΈ 06.10.2025):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 36M / month Β· π¦ 2.7K Β· β±οΈ 16.10.2025):
```
- pip install python-json-logger
+ pip install colorlog
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 13M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 5.9M Β· β±οΈ 16.10.2025):
```
- conda install -c conda-forge python-json-logger
+ conda install -c conda-forge colorlog
```
tabulate (π₯32 Β· β 2.4K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+alive-progress (π₯31 Β· β 6.2K Β· π) - A new kind of Progress Bar, with real-time throughput, ETA,.. 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/rsalmei/alive-progress) (π¨βπ» 11 Β· π 230 Β· π¦ 4.7K Β· π 240 - 6% open Β· β±οΈ 10.10.2025):
```
- git clone https://github.com/astanin/python-tabulate
+ git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 110M / month Β· π¦ 8.4K Β· β±οΈ 06.10.2022):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 2.4M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
```
- pip install tabulate
+ pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 11M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 180K Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge tabulate
+ conda install -c conda-forge alive-progress
```
colorlog (π₯30 Β· β 940 Β· π€) - A colored formatter for the python logging module. MIT
+tabulate (π₯31 Β· β 2.5K Β· π) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 34 Β· π 93 Β· π¦ 60K Β· β±οΈ 29.10.2024):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 100 Β· π 170 Β· π 270 - 44% open Β· β±οΈ 23.07.2025):
```
- git clone https://github.com/borntyping/python-colorlog
+ git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 35M / month Β· π¦ 2.1K Β· β±οΈ 29.10.2024):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 110M / month Β· π¦ 8.4K Β· β±οΈ 06.10.2022):
```
- pip install colorlog
+ pip install tabulate
```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 5.8M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 11M Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge colorlog
+ conda install -c conda-forge tabulate
```
progressbar2 (π₯30 Β· β 880 Β· π€) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
@@ -1340,7 +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₯ 540K / month Β· π¦ 37 Β· β±οΈ 17.05.2025):
+- [PyPi](https://pypi.org/project/notifiers) (π₯ 530K / month Β· π¦ 37 Β· β±οΈ 17.05.2025):
```
pip install notifiers
```
@@ -1349,14 +1357,26 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge notifiers
```
better-exceptions (π₯25 Β· β 4.7K) - Pretty and useful exceptions in Python, automatically. MIT
+
+- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 19 Β· π 200 Β· π 84 - 40% open Β· β±οΈ 22.10.2025):
+
+ ```
+ 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):
+ ```
+ pip install better-exceptions
+ ```
+python-devtools (π₯22 Β· β 1.1K Β· π€) - Dev tools for python. MIT
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 14 Β· π 51 Β· π¦ 8.7K Β· π 69 - 40% open Β· β±οΈ 24.01.2025):
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 14 Β· π 50 Β· π¦ 8.7K Β· π 69 - 40% open Β· β±οΈ 24.01.2025):
```
git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/python-devtools) (π₯ 3.3K / month Β· π¦ 2 Β· β±οΈ 21.08.2017):
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 3.4K / month Β· π¦ 2 Β· β±οΈ 21.08.2017):
```
pip install python-devtools
```
@@ -1365,13 +1385,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge python-devtools
```
Show 8 hidden projects...
+Show 7 hidden projects...
- prettytable (π₯33 Β· β 1.6K) - Display tabular data in a visually appealing ASCII table..βUnlicensed
- python-coloredlogs (π₯31 Β· β 560 Β· π) - Colored terminal output for Pythons logging module. MIT
- wasabi (π₯27 Β· β 460 Β· π) - A lightweight console printing and formatting toolkit. MIT
- stackprinter (π₯25 Β· β 1.3K Β· π) - Debugging-friendly exceptions for Python. MIT
-- better-exceptions (π₯24 Β· β 4.7K Β· π) - Pretty and useful exceptions in Python, automatically. MIT
- rebound (π₯24 Β· β 4.1K Β· π) - Instant Stack Overflow results whenever an exception is thrown. βοΈGPL-2.0
- PrettyErrors (π₯23 Β· β 2.9K Β· π) - Prettify Python exception output to make it legible. MIT
- tbvaccine (π₯16 Β· β 380 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1389,14 +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₯ 430 / month Β· β±οΈ 06.04.2024):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 380 / month Β· β±οΈ 06.04.2024):
```
pip install xxh-xxh
```
Show 1 hidden projects...
-- xonsh (π₯35 Β· β 9K Β· π) - Python-powered shell. Full-featured and cross-platform.βοΈBSD-1-Clause
+- xonsh (π₯35 Β· β 9K) - Python-powered shell. Full-featured and cross-platform. βοΈBSD-1-Clause
@@ -1404,16 +1423,16 @@ 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 15.10.2025):
+- [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):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 10M / month Β· π¦ 6K Β· β±οΈ 15.10.2025):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 11M / month Β· π¦ 6K Β· β±οΈ 15.10.2025):
```
pip install mkdocs-material
```
@@ -1422,18 +1441,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mkdocs-material
```
mkdocs (π₯40 Β· β 21K) - Project documentation with Markdown. BSD-2
+mkdocs (π₯41 Β· β 21K) - Project documentation with Markdown. BSD-2
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 260 Β· π 2.5K Β· π¦ 90K Β· π 2.1K - 5% open Β· β±οΈ 03.08.2025):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 260 Β· π 2.6K Β· π¦ 90K Β· π 2.1K - 6% open Β· β±οΈ 20.10.2025):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 9.9M / month Β· π¦ 7K Β· β±οΈ 30.08.2024):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 10M / month Β· π¦ 7.1K Β· β±οΈ 30.08.2024):
```
pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 620K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 630K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge mkdocs
```
@@ -1454,46 +1473,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge sphinx_rtd_theme
```
mkdocstrings (π₯34 Β· β 2K) - Automatic documentation from sources, for MkDocs. ISC
+Griffe (π₯34 Β· β 550) - Signatures for entire Python programs. Extract the structure, the frame,.. 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):
+- [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):
```
- git clone https://github.com/mkdocstrings/mkdocstrings
+ git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 4.4M / month Β· π¦ 1.7K Β· β±οΈ 19.09.2025):
+- [PyPi](https://pypi.org/project/griffe) (π₯ 14M / month Β· π¦ 330 Β· β±οΈ 05.09.2025):
```
- pip install mkdocstrings
+ pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 270K Β· β±οΈ 21.09.2025):
+- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 670K Β· β±οΈ 06.09.2025):
```
- conda install -c conda-forge mkdocstrings
+ conda install -c conda-forge griffe
```
Griffe (π₯34 Β· β 540) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
+mkdocstrings (π₯33 Β· β 2K Β· π) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 42 Β· π 58 Β· π¦ 13K Β· π 290 - 9% open Β· β±οΈ 15.10.2025):
+- [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/griffe
+ git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/griffe) (π₯ 13M / month Β· π¦ 330 Β· β±οΈ 05.09.2025):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 4.5M / month Β· π¦ 1.7K Β· β±οΈ 19.09.2025):
```
- pip install griffe
+ pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 670K Β· β±οΈ 06.09.2025):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 270K Β· β±οΈ 21.09.2025):
```
- conda install -c conda-forge griffe
+ conda install -c conda-forge mkdocstrings
```
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 16.10.2025):
+- [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 20.10.2025):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 5M / month Β· π¦ 5.2K Β· β±οΈ 16.10.2025):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 4.9M / month Β· π¦ 5.2K Β· β±οΈ 16.10.2025):
```
pip install sphinx-autodoc-typehints
```
@@ -1509,7 +1528,7 @@ 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₯ 1.3M / month Β· π¦ 130 Β· β±οΈ 08.07.2025):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 1.4M / month Β· π¦ 130 Β· β±οΈ 08.07.2025):
```
pip install breathe
```
@@ -1518,9 +1537,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge breathe
```
sphinx-autobuild (π₯31 Β· β 580) - Watch a Sphinx directory and rebuild the documentation.. MIT
+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¦ 29K Β· π 110 - 17% open Β· β±οΈ 25.08.2025):
+- [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):
```
git clone https://github.com/executablebooks/sphinx-autobuild
@@ -1536,16 +1555,16 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pdoc3 (π₯28 Β· β 1.2K) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
-- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 68 Β· π 140 Β· π¦ 4.9K Β· π 340 - 30% open Β· β±οΈ 12.07.2025):
+- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 68 Β· π 140 Β· π¦ 5K Β· π 340 - 30% open Β· β±οΈ 12.07.2025):
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (π₯ 330K / month Β· π¦ 490 Β· β±οΈ 20.03.2025):
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 310K / month Β· π¦ 490 Β· β±οΈ 20.03.2025):
```
pip install pdoc3
```
-- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 2.4K Β· β±οΈ 16.10.2025):
+- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 2.4K Β· β±οΈ 17.10.2025):
```
conda install -c anaconda pdoc3
```
@@ -1561,19 +1580,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install blacken-docs
```
-- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 54K Β· β±οΈ 08.09.2025):
+- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 55K Β· β±οΈ 08.09.2025):
```
conda install -c conda-forge blacken-docs
```
mkdocs-awesome-pages-plugin (π₯24 Β· β 590) - A plugin for customizing the navigation structure of.. MIT
+mkdocs-awesome-pages-plugin (π₯24 Β· β 600) - A plugin for customizing the navigation structure of.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-nav) (π¨βπ» 10 Β· π 40 Β· π¦ 310 Β· π 120 - 19% open Β· β±οΈ 10.09.2025):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-nav) (π¨βπ» 10 Β· π 40 Β· π¦ 320 Β· π 120 - 19% open Β· β±οΈ 10.09.2025):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 710K / month Β· π¦ 220 Β· β±οΈ 22.12.2024):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 690K / month Β· π¦ 220 Β· β±οΈ 22.12.2024):
```
pip install mkdocs-awesome-pages-plugin
```
@@ -1585,7 +1604,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/mkdocstrings/pytkdocs
```
-- [PyPi](https://pypi.org/project/pytkdocs) (π₯ 140K / month Β· π¦ 22 Β· β±οΈ 09.03.2025):
+- [PyPi](https://pypi.org/project/pytkdocs) (π₯ 130K / month Β· π¦ 22 Β· β±οΈ 09.03.2025):
```
pip install pytkdocs
```
@@ -1601,19 +1620,19 @@ 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₯ 39K / month Β· π¦ 6 Β· β±οΈ 05.10.2021):
+- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 38K / 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 43 Β· π¦ 380 Β· π 43 - 9% open Β· β±οΈ 28.08.2025):
+- [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):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 24K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 22K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
@@ -1625,7 +1644,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 130K / month Β· π¦ 22 Β· β±οΈ 03.08.2025):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 120K / month Β· π¦ 22 Β· β±οΈ 03.08.2025):
```
pip install mkdocs-print-site-plugin
```
@@ -1633,7 +1652,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 13 hidden projects...
- sphinx (π₯43 Β· β 7.4K) - The Sphinx documentation generator.βUnlicensed βοΈMIT-0
+- pdoc (π₯34 Β· β 2.4K) - API Documentation for Python Projects. βοΈMIT-0
- alabaster (π₯32 Β· β 760 Β· π) - Lightweight, configurable Sphinx theme. BSD-3 βUnlicensed MIT
@@ -1668,41 +1687,41 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge icecream
```
PySnooper (π₯31 Β· β 17K) - Never use print for debugging again. MIT
+pyelftools (π₯32 Β· β 2.2K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 29 Β· π 950 Β· π¦ 2.1K Β· π 140 - 21% open Β· β±οΈ 31.05.2025):
+- [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):
```
- git clone https://github.com/cool-RR/PySnooper
+ git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 390K / month Β· π¦ 67 Β· β±οΈ 31.05.2025):
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 8.2M / month Β· π¦ 270 Β· β±οΈ 19.02.2025):
```
- pip install pysnooper
+ pip install pyelftools
```
-- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 140K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 970K Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge pysnooper
+ conda install -c conda-forge pyelftools
```
pyelftools (π₯31 Β· β 2.2K) - Parsing ELF and DWARF in Python. Unlicense
+PySnooper (π₯31 Β· β 17K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 110 Β· π 520 Β· π¦ 11K Β· π 270 - 27% open Β· β±οΈ 08.09.2025):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 29 Β· π 950 Β· π¦ 2.1K Β· π 140 - 21% open Β· β±οΈ 31.05.2025):
```
- git clone https://github.com/eliben/pyelftools
+ git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pyelftools) (π₯ 8.7M / month Β· π¦ 270 Β· β±οΈ 19.02.2025):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 380K / month Β· π¦ 67 Β· β±οΈ 31.05.2025):
```
- pip install pyelftools
+ pip install pysnooper
```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 960K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 140K Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge pyelftools
+ conda install -c conda-forge pysnooper
```
ipdb (π₯30 Β· β 1.9K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 58 Β· π 150 Β· π¦ 66K Β· π 210 - 36% open Β· β±οΈ 28.07.2025):
+- [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):
```
git clone https://github.com/gotcha/ipdb
@@ -1711,7 +1730,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 660K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 670K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge ipdb
```
@@ -1723,19 +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₯ 7.1K / month Β· π¦ 2 Β· β±οΈ 29.06.2025):
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 7.3K / 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 - 45% open Β· β±οΈ 22.08.2025):
+- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 10 Β· π 50 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₯ 690K / month Β· π¦ 17 Β· β±οΈ 22.08.2025):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 720K / month Β· π¦ 17 Β· β±οΈ 22.08.2025):
```
pip install hunter
```
@@ -1751,7 +1770,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 76K / month Β· π¦ 41 Β· β±οΈ 06.10.2024):
+- [PyPi](https://pypi.org/project/snoop) (π₯ 81K / month Β· π¦ 41 Β· β±οΈ 06.10.2024):
```
pip install snoop
```
@@ -1779,7 +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₯ 2.6K / month Β· π¦ 9 Β· β±οΈ 06.09.2025):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 2.7K / month Β· π¦ 9 Β· β±οΈ 06.09.2025):
```
pip install birdseye
```
@@ -1803,12 +1822,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest (π₯49 Β· β 13K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 1.1K Β· π 2.9K Β· π₯ 25K Β· π¦ 1.7M Β· π 6.2K - 15% open Β· β±οΈ 14.10.2025):
+- [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 22.10.2025):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 250M / month Β· π¦ 89K Β· β±οΈ 04.09.2025):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 260M / month Β· π¦ 89K Β· β±οΈ 04.09.2025):
```
pip install pytest
```
@@ -1819,7 +1838,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
robotframework (π₯43 Β· β 11K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 220 Β· π 2.5K Β· π₯ 580 Β· π¦ 14K Β· π 4.7K - 5% open Β· β±οΈ 07.10.2025):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 220 Β· π 2.5K Β· π₯ 580 Β· π¦ 14K Β· π 4.7K - 5% open Β· β±οΈ 22.10.2025):
```
git clone https://github.com/robotframework/robotframework
@@ -1833,73 +1852,73 @@ 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 Β· π) - The property-based testing library for Python. MPL-2.0
+hypothesis (π₯42 Β· β 8.1K) - The property-based testing library for Python. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 360 Β· π 620 Β· π¦ 35K Β· π 1.7K - 4% open Β· β±οΈ 16.10.2025):
+- [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):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 17M / month Β· π¦ 3K Β· β±οΈ 16.10.2025):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 15M / month Β· π¦ 3.1K Β· β±οΈ 22.10.2025):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 15M Β· β±οΈ 16.10.2025):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 15M Β· β±οΈ 22.10.2025):
```
conda install -c conda-forge hypothesis
```
tox (π₯41 Β· β 3.8K) - 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 13.10.2025):
+- [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):
```
- git clone https://github.com/tox-dev/tox
+ git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 24M / month Β· π¦ 12K Β· β±οΈ 09.10.2025):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 63M / 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-asyncio (π₯40 Β· β 1.6K) - Asyncio support for pytest. Apache-2
+tox (π₯39 Β· β 3.8K 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 14.10.2025):
+- [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 20.10.2025):
```
- 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₯ 62M / month Β· π¦ 12K Β· β±οΈ 12.09.2025):
+- [PyPi](https://pypi.org/project/tox) (π₯ 23M / month Β· π¦ 12K Β· β±οΈ 09.10.2025):
```
- 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₯ 1.5M Β· β±οΈ 09.10.2025):
```
- conda install -c conda-forge pytest-asyncio
+ conda install -c conda-forge tox
```
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₯ 310 Β· π¦ 120K Β· π 680 - 42% open Β· β±οΈ 07.10.2025):
+- [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):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 62M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 63M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
```
pip install pytest-xdist
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 9.9M Β· β±οΈ 02.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 10M Β· β±οΈ 02.07.2025):
```
conda install -c conda-forge pytest-xdist
```
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 - 2% 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 07.10.2025):
```
git clone https://github.com/microsoft/playwright-python
@@ -1911,7 +1930,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
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 14.10.2025):
+- [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 20.10.2025):
```
git clone https://github.com/pytest-dev/pytest-mock
@@ -1920,7 +1939,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-mock
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 4M Β· β±οΈ 17.09.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 4.1M Β· β±οΈ 17.09.2025):
```
conda install -c conda-forge pytest-mock
```
@@ -1932,7 +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₯ 91M / month Β· π¦ 48K Β· β±οΈ 09.09.2025):
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 92M / month Β· π¦ 48K Β· β±οΈ 09.09.2025):
```
pip install pytest-cov
```
@@ -1943,12 +1962,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
freezegun (π₯35 Β· β 4.4K) - Let your Python tests travel through time. Apache-2
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 130 Β· π 280 Β· π₯ 130 Β· π 360 - 41% open Β· β±οΈ 19.08.2025):
+- [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₯ 26M / month Β· π¦ 1.3K Β· β±οΈ 09.08.2025):
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 27M / month Β· π¦ 1.3K Β· β±οΈ 09.08.2025):
```
pip install freezegun
```
@@ -1959,23 +1978,23 @@ 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 - 14% open Β· β±οΈ 15.10.2025):
+- [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):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 3.9M / month Β· π¦ 1.4K Β· β±οΈ 15.10.2025):
+- [PyPi](https://pypi.org/project/nox) (π₯ 4.1M / month Β· π¦ 1.4K Β· β±οΈ 17.10.2025):
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 520K Β· β±οΈ 15.10.2025):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 520K Β· β±οΈ 17.10.2025):
```
conda install -c conda-forge nox
```
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 14.10.2025):
+- [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 21.10.2025):
```
git clone https://github.com/pytest-dev/pytest-html
@@ -1984,7 +2003,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-html
```
-- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 790K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 800K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pytest-html
```
@@ -2005,6 +2024,22 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-bdd
```
mimesis (π₯32 Β· β 4.6K) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
+
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 130 Β· π 340 Β· π₯ 840 Β· π¦ 2.2K Β· π 370 - 5% open Β· β±οΈ 23.10.2025):
+
+ ```
+ 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):
+ ```
+ pip install mimesis
+ ```
+- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 330K Β· β±οΈ 10.05.2025):
+ ```
+ conda install -c conda-forge mimesis
+ ```
+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):
@@ -2016,19 +2051,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 360K Β· β±οΈ 24.08.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 370K Β· β±οΈ 24.08.2025):
```
conda install -c conda-forge pytest-sugar
```
asv (π₯32 Β· β 950) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
+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» 93 Β· π 200 Β· π₯ 1.8K Β· π¦ 1.4K Β· π 680 - 24% open Β· β±οΈ 10.10.2025):
+- [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):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 230K / month Β· π¦ 160 Β· β±οΈ 13.09.2025):
+- [PyPi](https://pypi.org/project/asv) (π₯ 240K / month Β· π¦ 160 Β· β±οΈ 13.09.2025):
```
pip install asv
```
@@ -2039,12 +2074,12 @@ 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 13.10.2025):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 66 Β· π 190 Β· π¦ 36K Β· π 180 - 6% open Β· β±οΈ 20.10.2025):
```
git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 1.3M / month Β· π¦ 2.2K Β· β±οΈ 15.05.2024):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 1.2M / month Β· π¦ 2.2K Β· β±οΈ 15.05.2024):
```
pip install coveralls
```
@@ -2053,22 +2088,6 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge coveralls
```
mimesis (π₯31 Β· β 4.6K) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
-
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 130 Β· π 340 Β· π₯ 840 Β· π¦ 2.2K Β· π 370 - 5% open Β· β±οΈ 27.09.2025):
-
- ```
- git clone https://github.com/lk-geimfari/mimesis
- ```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 960K / month Β· π¦ 68 Β· β±οΈ 13.09.2024):
- ```
- pip install mimesis
- ```
-- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 330K Β· β±οΈ 10.05.2025):
- ```
- conda install -c conda-forge mimesis
- ```
-factory_boy (π₯31 Β· β 3.7K) - A test fixtures replacement for Python. MIT
- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 400 Β· π 630 - 30% open Β· β±οΈ 31.08.2025):
@@ -2076,55 +2095,55 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 11M / month Β· π¦ 650 Β· β±οΈ 03.02.2025):
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 12M / month Β· π¦ 650 Β· β±οΈ 03.02.2025):
```
pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 220K Β· β±οΈ 25.04.2025):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 230K Β· β±οΈ 25.04.2025):
```
conda install -c conda-forge factory_boy
```
pytest-testinfra (π₯31 Β· β 2.4K) - Testinfra test your infrastructures. Apache-2
+nose2 (π₯31 Β· β 810) - The successor to nose, based on unittest2. BSD-2
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 140 Β· π 360 Β· π¦ 2.5K Β· π 380 - 38% open Β· β±οΈ 12.08.2025):
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 80 Β· π 130 Β· π¦ 27K Β· π 240 - 17% open Β· β±οΈ 15.05.2025):
```
- git clone https://github.com/pytest-dev/pytest-testinfra
+ git clone https://github.com/nose-devs/nose2
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 770K / month Β· π¦ 20 Β· β±οΈ 30.03.2025):
+- [PyPi](https://pypi.org/project/nose2) (π₯ 480K / month Β· π¦ 320 Β· β±οΈ 01.06.2024):
```
- pip install pytest-testinfra
+ pip install nose2
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 33K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 200K Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge pytest-testinfra
+ conda install -c conda-forge nose2
```
nose2 (π₯31 Β· β 810) - The successor to nose, based on unittest2. BSD-2
+pytest-testinfra (π₯30 Β· β 2.4K) - Testinfra test your infrastructures. Apache-2
-- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 80 Β· π 130 Β· π¦ 27K Β· π 240 - 17% open Β· β±οΈ 15.05.2025):
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 140 Β· π 360 Β· π¦ 2.5K Β· π 380 - 38% open Β· β±οΈ 12.08.2025):
```
- git clone https://github.com/nose-devs/nose2
+ git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 520K / month Β· π¦ 320 Β· β±οΈ 01.06.2024):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 750K / month Β· π¦ 20 Β· β±οΈ 30.03.2025):
```
- pip install nose2
+ pip install pytest-testinfra
```
-- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 200K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 33K Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge nose2
+ conda install -c conda-forge pytest-testinfra
```
pytest-benchmark (π₯29 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 200 - 55% open Β· β±οΈ 05.08.2025):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 49 Β· π 120 Β· π 210 - 56% open Β· β±οΈ 05.08.2025):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 4.8M / month Β· π¦ 920 Β· β±οΈ 30.10.2024):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 5M / month Β· π¦ 920 Β· β±οΈ 30.10.2024):
```
pip install pytest-benchmark
```
@@ -2133,14 +2152,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-benchmark
```
pytest-randomly (π₯29 Β· β 680 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
+pytest-randomly (π₯29 Β· β 680) - Pytest plugin to randomly order tests and control random.seed. MIT
- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 33 Β· π¦ 11K Β· π 74 - 10% open Β· β±οΈ 07.10.2025):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 4M / month Β· π¦ 770 Β· β±οΈ 12.09.2025):
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 4.1M / month Β· π¦ 770 Β· β±οΈ 12.09.2025):
```
pip install pytest-randomly
```
@@ -2160,19 +2179,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install green
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 270K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 280K Β· β±οΈ 22.04.2025):
```
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₯ 69 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₯ 71 Β· π¦ 2K Β· π 23 - 13% open Β· β±οΈ 13.10.2025):
```
git clone https://github.com/gabrielcnr/pytest-datadir
```
-- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 700K / month Β· π¦ 270 Β· β±οΈ 30.07.2025):
+- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 660K / month Β· π¦ 270 Β· β±οΈ 30.07.2025):
```
pip install pytest-datadir
```
@@ -2192,19 +2211,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-testmon
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 79K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 80K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pytest-testmon
```
pytest-docker (π₯26 Β· β 470) - Docker-based integration tests. MIT
+pytest-docker (π₯26 Β· β 480) - Docker-based integration tests. MIT
- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 29 Β· π 76 Β· π₯ 210 Β· π¦ 2.3K Β· π 61 - 34% open Β· β±οΈ 04.07.2025):
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 740K / month Β· π¦ 130 Β· β±οΈ 04.07.2025):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 750K / month Β· π¦ 130 Β· β±οΈ 04.07.2025):
```
pip install pytest-docker
```
@@ -2216,7 +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₯ 520K / month Β· π¦ 780 Β· β±οΈ 02.04.2025):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 490K / month Β· π¦ 780 Β· β±οΈ 02.04.2025):
```
pip install pytest-mypy
```
@@ -2232,7 +2251,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 720K / month Β· π¦ 240 Β· β±οΈ 08.09.2025):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 680K / month Β· π¦ 240 Β· β±οΈ 08.09.2025):
```
pip install xdoctest
```
@@ -2248,7 +2267,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/man-group/pytest-plugins
```
-- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 34K / month Β· π¦ 73 Β· β±οΈ 29.11.2024):
+- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 35K / month Β· π¦ 73 Β· β±οΈ 29.11.2024):
```
pip install pytest-virtualenv
```
@@ -2262,7 +2281,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- pyautogui (π₯36 Β· β 12K Β· π) - A cross-platform GUI automation Python module for human beings... BSD-3
- nose (π₯33 Β· β 1.4K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
- uiautomator (π₯27 Β· β 2.1K Β· π) - Python wrapper of Android uiautomator test tool. MIT
-- PyHamcrest (π₯27 Β· β 790 Β· π€) - Hamcrest matchers for Python. βUnlicensed
+- PyHamcrest (π₯27 Β· β 800 Β· π€) - Hamcrest matchers for Python. βUnlicensed
- pytest-watch (π₯27 Β· β 760 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
- Mamba Test Runner (π₯25 Β· β 540 Β· π) - The definitive testing tool for Python. Born under the.. MIT
@@ -2282,7 +2301,7 @@ 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 15.10.2025):
+- [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 22.10.2025):
```
git clone https://github.com/pyinstaller/pyinstaller
@@ -2296,25 +2315,25 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyinstaller
```
Nuitka (π₯39 Β· β 14K Β· π) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2
+Nuitka (π₯39 Β· β 14K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 200 Β· π 720 Β· π¦ 3.4K Β· π 2.7K - 6% open Β· β±οΈ 12.10.2025):
+- [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₯ 350K / month Β· π¦ 140 Β· β±οΈ 12.10.2025):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 400K / month Β· π¦ 150 Β· β±οΈ 21.10.2025):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 2.2M Β· β±οΈ 14.10.2025):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 2.3M Β· β±οΈ 21.10.2025):
```
conda install -c conda-forge nuitka
```
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 430 - 25% open Β· β±οΈ 08.10.2025):
+- [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):
```
git clone https://github.com/pypa/packaging
@@ -2323,26 +2342,26 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install packaging
```
-- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 78M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 79M Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge packaging
```
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₯ 600K Β· π 1.2K - 5% open Β· β±οΈ 15.10.2025):
+- [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):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 2.9M / month Β· π¦ 61 Β· β±οΈ 15.10.2025):
+- [PyPi](https://pypi.org/project/pex) (π₯ 2.9M / month Β· π¦ 61 Β· β±οΈ 22.10.2025):
```
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 960 - 19% open Β· β±οΈ 16.10.2025):
+- [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):
```
git clone https://github.com/beeware/briefcase
@@ -2354,12 +2373,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
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 1.1K - 4% open Β· β±οΈ 16.10.2025):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 120 Β· π 240 Β· π 1K - 4% open Β· β±οΈ 23.10.2025):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 210K / month Β· π¦ 120 Β· β±οΈ 20.09.2025):
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 190K / month Β· π¦ 120 Β· β±οΈ 20.09.2025):
```
pip install cx_freeze
```
@@ -2375,7 +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₯ 48K / month Β· π¦ 2 Β· β±οΈ 02.01.2023):
+- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 38K / month Β· π¦ 2 Β· β±οΈ 02.01.2023):
```
pip install pyoxidizer
```
@@ -2387,14 +2406,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/py2exe/py2exe
```
-- [PyPi](https://pypi.org/project/py2exe) (π₯ 19K / month Β· π¦ 11 Β· β±οΈ 16.07.2025):
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 18K / month Β· π¦ 11 Β· β±οΈ 16.07.2025):
```
pip install py2exe
```
constructor (π₯27 Β· β 490) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/conda/constructor) (π¨βπ» 76 Β· π 170 Β· π₯ 290 Β· π¦ 27 Β· π 430 - 10% open Β· β±οΈ 14.10.2025):
+- [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):
```
git clone https://github.com/conda/constructor
@@ -2411,7 +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₯ 150K / month Β· π¦ 16 Β· β±οΈ 01.11.2024):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 140K / month Β· π¦ 16 Β· β±οΈ 01.11.2024):
```
pip install shiv
```
@@ -2423,7 +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₯ 4K / month Β· π¦ 14 Β· β±οΈ 21.03.2022):
+- [PyPi](https://pypi.org/project/pynsist) (π₯ 3.9K / month Β· π¦ 14 Β· β±οΈ 21.03.2022):
```
pip install pynsist
```
@@ -2441,14 +2460,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
setuptools (π₯43 Β· β 2.8K) - Official project repository for the Setuptools build system. MIT
+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 20.07.2025):
+- [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 20.10.2025):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 750M / month Β· π¦ 30K Β· β±οΈ 27.05.2025):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 760M / month Β· π¦ 30K Β· β±οΈ 27.05.2025):
```
pip install setuptools
```
@@ -2457,46 +2476,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge setuptools
```
setuptools_scm (π₯40 Β· β 920 Β· π) - the blessed package to manage your versions by scm tags. MIT
+scons (π₯39 Β· β 2.3K) - SCons - a software construction tool. 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 12.10.2025):
+- [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):
```
- git clone https://github.com/pypa/setuptools_scm
+ git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 88M / month Β· π¦ 2.2K Β· β±οΈ 12.10.2025):
+- [PyPi](https://pypi.org/project/scons) (π₯ 990K / month Β· π¦ 56 Β· β±οΈ 02.10.2025):
```
- pip install setuptools_scm
+ pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 5.5M Β· β±οΈ 13.10.2025):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 1.1M Β· β±οΈ 03.10.2025):
```
- conda install -c conda-forge setuptools_scm
+ conda install -c conda-forge scons
```
scons (π₯39 Β· β 2.3K) - SCons - a software construction tool. MIT
+setuptools_scm (π₯39 Β· β 930 Β· π) - the blessed package to manage your versions by scm tags. 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 02.10.2025):
+- [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):
```
- git clone https://github.com/SCons/scons
+ git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 1M / month Β· π¦ 56 Β· β±οΈ 02.10.2025):
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 89M / month Β· π¦ 2.3K Β· β±οΈ 19.10.2025):
```
- pip install scons
+ pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 1.1M Β· β±οΈ 03.10.2025):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 5.6M Β· β±οΈ 20.10.2025):
```
- conda install -c conda-forge scons
+ conda install -c conda-forge setuptools_scm
```
invoke (π₯38 Β· β 4.6K Β· π) - Pythonic task management & command execution. BSD-2
+invoke (π₯38 Β· β 4.6K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 62 Β· π 380 Β· π¦ 31K Β· π 840 - 52% open Β· β±οΈ 14.10.2025):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 62 Β· π 380 Β· π¦ 31K Β· π 840 - 52% open Β· β±οΈ 20.10.2025):
```
git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 46M / month Β· π¦ 1.2K Β· β±οΈ 11.10.2025):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 47M / month Β· π¦ 1.2K Β· β±οΈ 11.10.2025):
```
pip install invoke
```
@@ -2507,7 +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₯ 99 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 07.10.2025):
```
git clone https://github.com/pypa/twine
@@ -2539,7 +2558,7 @@ 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» 80 Β· π 150 Β· π¦ 2.5K Β· π 450 - 30% open Β· β±οΈ 11.10.2025):
+- [GitHub](https://github.com/pypa/flit) (π¨βπ» 81 Β· π 150 Β· π¦ 2.5K Β· π 450 - 30% open Β· β±οΈ 17.10.2025):
```
git clone https://github.com/pypa/flit
@@ -2560,7 +2579,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 42K / month Β· π¦ 20 Β· β±οΈ 12.05.2025):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 40K / month Β· π¦ 20 Β· β±οΈ 12.05.2025):
```
pip install buildbot
```
@@ -2576,7 +2595,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 26K / month Β· π¦ 6 Β· β±οΈ 23.08.2025):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 24K / month Β· π¦ 6 Β· β±οΈ 23.08.2025):
```
pip install pybuilder
```
@@ -2592,7 +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₯ 270 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 240 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
```
pip install universal-build
```
@@ -2600,7 +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₯29 Β· β 590) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
+- buildout (π₯28 Β· β 590) - 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 15.10.2025):
+- [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):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 220M / month Β· π¦ 17K Β· β±οΈ 17.09.2025):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 220M / month Β· π¦ 17K Β· β±οΈ 19.10.2025):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 52M Β· β±οΈ 18.09.2025):
+- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 52M Β· β±οΈ 19.10.2025):
```
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 14.10.2025):
+- [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 23.10.2025):
```
git clone https://github.com/nicolargo/glances
```
-- [PyPi](https://pypi.org/project/glances) (π₯ 170K / month Β· π¦ 4 Β· β±οΈ 09.07.2025):
+- [PyPi](https://pypi.org/project/glances) (π₯ 180K / month Β· π¦ 4 Β· β±οΈ 09.07.2025):
```
pip install glances
```
-- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 400K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 410K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge glances
```
memray (π₯37 Β· β 14K) - Memray is a memory profiler for Python. Apache-2
+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¦ 1.6K Β· π 260 - 17% open Β· β±οΈ 15.10.2025):
+- [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):
```
git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/memray) (π₯ 5.9M / month Β· π¦ 110 Β· β±οΈ 16.10.2025):
+- [PyPi](https://pypi.org/project/memray) (π₯ 6.2M / month Β· π¦ 110 Β· β±οΈ 16.10.2025):
```
pip install memray
```
@@ -2660,7 +2679,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
py-spy (π₯36 Β· β 14K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 53 Β· π 470 Β· π₯ 38K Β· π¦ 7.1K Β· π 430 - 47% open Β· β±οΈ 18.08.2025):
+- [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/benfred/py-spy
@@ -2680,12 +2699,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
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/joerick/pyinstrument) (π¨βπ» 71 Β· π 250 Β· π¦ 3.8K Β· π 180 - 15% open Β· β±οΈ 14.10.2025):
+- [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/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 5.2M / month Β· π¦ 210 Β· β±οΈ 12.08.2025):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 6M / month Β· π¦ 210 Β· β±οΈ 12.08.2025):
```
pip install pyinstrument
```
@@ -2701,7 +2720,7 @@ 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₯ 260K / month Β· π¦ 52 Β· β±οΈ 23.09.2025):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 240K / month Β· π¦ 52 Β· β±οΈ 23.09.2025):
```
pip install scalene
```
@@ -2713,45 +2732,45 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 3.5M / month Β· π¦ 300 Β· β±οΈ 23.07.2025):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 4.2M / month Β· π¦ 300 Β· β±οΈ 23.07.2025):
```
pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 4.2M Β· β±οΈ 29.08.2025):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 4.3M Β· β±οΈ 29.08.2025):
```
conda install -c conda-forge line_profiler
```
Bpytop (π₯29 Β· β 11K) - Linux/OSX/FreeBSD resource monitor. Apache-2
+Yappi (π₯30 Β· β 1.7K Β· π) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [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/sumerc/yappi) (π¨βπ» 33 Β· π 76 Β· π¦ 1.6K Β· π 87 - 24% open Β· β±οΈ 23.10.2025):
```
- git clone https://github.com/aristocratos/bpytop
+ git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/bpytop) (π₯ 20K / month Β· π¦ 1 Β· β±οΈ 22.12.2021):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 1.2M / month Β· π¦ 63 Β· β±οΈ 12.11.2024):
```
- pip install bpytop
+ pip install yappi
```
-- [Conda](https://anaconda.org/conda-forge/bpytop) (π₯ 25K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 310K Β· β±οΈ 06.05.2025):
```
- conda install -c conda-forge bpytop
+ conda install -c conda-forge yappi
```
Yappi (π₯28 Β· β 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
+Bpytop (π₯29 Β· β 11K) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 33 Β· π 76 Β· π¦ 1.5K Β· π 86 - 24% open Β· β±οΈ 09.10.2025):
+- [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):
```
- git clone https://github.com/sumerc/yappi
+ git clone https://github.com/aristocratos/bpytop
```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 1.2M / month Β· π¦ 63 Β· β±οΈ 12.11.2024):
+- [PyPi](https://pypi.org/project/bpytop) (π₯ 21K / month Β· π¦ 1 Β· β±οΈ 22.12.2021):
```
- pip install yappi
+ pip install bpytop
```
-- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 310K Β· β±οΈ 06.05.2025):
+- [Conda](https://anaconda.org/conda-forge/bpytop) (π₯ 25K Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge yappi
+ conda install -c conda-forge bpytop
```
pympler (π₯27 Β· β 1.4K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
@@ -2761,7 +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₯ 3.7M / month Β· π¦ 260 Β· β±οΈ 28.06.2024):
+- [PyPi](https://pypi.org/project/pympler) (π₯ 3.8M / month Β· π¦ 260 Β· β±οΈ 28.06.2024):
```
pip install pympler
```
@@ -2794,11 +2813,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/executing) (π₯ 73M / month Β· π¦ 800 Β· β±οΈ 01.09.2025):
+- [PyPi](https://pypi.org/project/executing) (π₯ 74M / month Β· π¦ 800 Β· β±οΈ 01.09.2025):
```
pip install executing
```
-- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 22M Β· β±οΈ 01.09.2025):
+- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 23M Β· β±οΈ 01.09.2025):
```
conda install -c conda-forge executing
```
@@ -2834,7 +2853,7 @@ 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
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 160 Β· π 900 Β· π₯ 3.8M 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 16.10.2025):
```
git clone https://github.com/pre-commit/pre-commit
@@ -2843,7 +2862,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 8M Β· β±οΈ 10.08.2025):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 8.1M Β· β±οΈ 10.08.2025):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2025-10-23_changes.md b/history/2025-10-23_changes.md
new file mode 100644
index 0000000..4a952ce
--- /dev/null
+++ b/history/2025-10-23_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._
+
+- 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
+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- tox (π₯39 Β· β 3.8K Β· π) - Command line driven CI frontend and development task automation tool. 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
+
diff --git a/history/2025-10-23_projects.csv b/history/2025-10-23_projects.csv
new file mode 100644
index 0000000..fd52403
--- /dev/null
+++ b/history/2025-10-23_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,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,labels,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,trending,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2025-10-18 01:19:13.000,2025-10-18 01:19:12,373.0,22.0,192.0,56.0,219.0,4.0,2624.0,2025-10-18 01:19:22.000,2025.10.16,100.0,16.0,3.0,0,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 07:48:22.000,2025-10-16 18:56:13.000,2025-10-16 18:56:12,417.0,18.0,110.0,15.0,327.0,35.0,1554.0,2023-06-29 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,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2025-10-21 10:43:44.000,2025-10-20 22:27:56,12953.0,240.0,3009.0,235.0,8443.0,8859.0,19926.0,2025-09-19 00:09:39.000,1.18.2,131.0,816.0,3013.0,49,True,,mypy,conda-forge/mypy,357914.0,327626.0,https://pypi.org/project/mypy,2025-09-19 00:09:39.000,30288.0,76738869.0,76834681.0,https://anaconda.org/conda-forge/mypy,2025-09-19 11:11:52.790,6132026.0,1.0,,,,,,,,,,,,,,,,,,,,
+5,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2025-10-22 12:29:44.000,2025-10-22 12:29:44,16871.0,153.0,2904.0,192.0,6571.0,5312.0,13206.0,2025-09-04 14:35:52.000,8.4.2,186.0,1060.0,948.0,49,True,,pytest,conda-forge/pytest,1760162.0,1671552.0,https://pypi.org/project/pytest,2025-09-04 14:34:20.000,88610.0,255999425.0,256684913.0,https://anaconda.org/conda-forge/pytest,2025-09-04 18:51:59.658,41108489.0,1.0,['pytest'],25726.0,,,,,,,,,,,,,,,,,,
+6,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2025-10-23 11:30:58.000,2025-10-23 11:30:39,6356.0,115.0,1434.0,226.0,804.0,1525.0,10869.0,2025-10-19 15:44:03.000,7.1.1,99.0,225.0,352.0,47,True,,psutil,conda-forge/psutil,773679.0,756241.0,https://pypi.org/project/psutil,2025-10-19 15:44:03.000,17438.0,218966830.0,219795960.0,https://anaconda.org/conda-forge/psutil,2025-10-19 17:25:11.172,52235221.0,1.0,,,,,,,,,,,,,,,,,,,,
+7,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2025-10-21 21:11:49.000,2025-10-21 21:11:49,15532.0,189.0,3152.0,317.0,5926.0,6668.0,9978.0,2025-05-02 15:13:59.000,25.1.1,151.0,849.0,1075.0,47,True,,pip,conda-forge/pip,249620.0,244172.0,https://pypi.org/project/pip,2025-07-30 21:50:13.000,5448.0,379839261.0,382570179.0,https://anaconda.org/conda-forge/pip,2025-07-31 01:24:05.568,177509691.0,1.0,,,,,,,,,,,,,,,,,,,,
+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 15:33:24,4293.0,10.0,1903.0,530.0,1302.0,1229.0,54154.0,2025-10-09 14:18:08.000,14.2.0,201.0,277.0,305.0,46,True,,rich,conda-forge/rich,505461.0,479838.0,https://pypi.org/project/rich,2025-10-09 14:16:51.000,25623.0,239334000.0,239582300.0,https://anaconda.org/conda-forge/rich,2025-10-09 16:10:55.602,15642953.0,1.0,,,,,,,,,,,,,,,,,,,,
+9,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2025-10-22 18:17:56.000,2025-10-22 18:17:54,2052.0,45.0,2640.0,230.0,1998.0,2424.0,41080.0,2025-09-19 00:27:35.000,25.9.0,66.0,480.0,354.0,46,True,,black,conda-forge/black,687555.0,646659.0,https://pypi.org/project/black,2025-09-19 00:27:35.000,40896.0,82914060.0,83187511.0,https://anaconda.org/conda-forge/black,2025-04-22 14:56:50.293,17122591.0,1.0,,131488.0,,,,,,,,,,,,,,,,,,
+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 11:05:56.000,2025-10-22 19:26:18.000,2025-10-22 19:26:18,9854.0,93.0,2004.0,221.0,2625.0,5299.0,12679.0,2025-09-13 20:08:08.000,6.16.0,76.0,484.0,284.0,44,True,,pyinstaller,conda-forge/pyinstaller,86312.0,84942.0,https://pypi.org/project/pyinstaller,2025-09-13 20:05:59.000,1370.0,4786171.0,4816030.0,https://anaconda.org/conda-forge/pyinstaller,2025-09-18 11:56:25.637,1406423.0,1.0,,751894.0,,,,,,,,,,,,,,,,,,
+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 05:40:02.000,2025-10-21 01:46:34.000,2025-10-21 01:46:32,9840.0,175.0,1191.0,75.0,4824.0,4840.0,5583.0,2025-10-20 13:02:32.000,4.0.2,208.0,618.0,1013.0,44,True,pylint-dev/pylint,pylint,conda-forge/pylint,493744.0,482411.0,https://pypi.org/project/pylint,2025-10-20 13:02:32.000,11333.0,34207822.0,34315000.0,https://anaconda.org/conda-forge/pylint,2025-10-20 15:12:37.362,6859031.0,1.0,,370.0,,,,,,,,,,,,,,,,,,
+12,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2025-10-20 20:39:54.000,2025-10-16 23:05:17,1022.0,71.0,1065.0,163.0,1554.0,1369.0,4984.0,2025-10-10 21:24:48.000,20.35.3,245.0,295.0,21.0,44,True,,virtualenv,conda-forge/virtualenv,490603.0,488624.0,https://pypi.org/project/virtualenv,2025-10-10 21:23:30.000,1979.0,249248539.0,249532286.0,https://anaconda.org/conda-forge/virtualenv,2025-10-10 22:11:08.173,17024859.0,1.0,,,,,,,,,,,,,,,,,,,,
+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 14:02:33.000,2025-10-20 16:54:05.000,2025-10-20 16:54:05,16481.0,3.0,1315.0,94.0,1949.0,2147.0,2765.0,2025-05-27 00:56:55.000,80.9.0,624.0,632.0,669.0,44,True,,setuptools,conda-forge/setuptools,851108.0,821328.0,https://pypi.org/project/setuptools,2025-05-27 00:56:49.000,29780.0,762762515.0,765330968.0,https://anaconda.org/conda-forge/setuptools,2025-06-01 19:09:46.361,166949474.0,1.0,,,,,,,,,,,,,,,,,,,,
+14,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 14:53:51,9198.0,2.0,1878.0,353.0,2017.0,4090.0,25100.0,2025-07-07 21:45:44.000,2025.0.4,401.0,532.0,239.0,43,True,,pipenv,conda-forge/pipenv,174294.0,174043.0,https://pypi.org/project/pipenv,2025-07-07 21:45:44.000,251.0,24164830.0,24169338.0,https://anaconda.org/conda-forge/pipenv,2025-07-08 19:36:14.983,293041.0,2.0,,,,,,,,,,,,,,,,,,,,
+15,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 11:20:25,6662.0,52.0,3921.0,143.0,3300.0,2641.0,24891.0,2025-10-15 09:21:12.000,9.6.22,433.0,325.0,6.0,43,True,,mkdocs-material,conda-forge/mkdocs-material,80448.0,74475.0,https://pypi.org/project/mkdocs-material,2025-10-15 09:21:12.000,5973.0,10600677.0,10613017.0,https://anaconda.org/conda-forge/mkdocs-material,2025-10-15 20:59:20.201,802116.0,1.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+16,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 11:10:38.000,2025-10-22 11:03:14.000,2025-10-22 10:59:20,15176.0,79.0,2484.0,473.0,830.0,4459.0,11160.0,2025-07-04 14:43:52.000,7.3.2,146.0,222.0,262.0,43,True,,robotframework,conda-forge/robotframework,14730.0,13733.0,https://pypi.org/project/robotframework,2025-10-07 13:19:44.000,997.0,3815074.0,3819431.0,https://anaconda.org/conda-forge/robotframework,2025-07-07 01:12:14.679,239455.0,1.0,,576.0,,,,,,,,,,,,,,,,,,
+17,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2025-10-21 23:23:22.000,2025-10-21 23:23:22,22234.0,107.0,2265.0,162.0,6415.0,6117.0,7447.0,2025-03-02 22:31:56.000,8.2.3,229.0,891.0,1238.0,43,False,,sphinx,conda-forge/sphinx,492570.0,465214.0,https://pypi.org/project/sphinx,2025-03-02 22:31:56.000,27356.0,57636131.0,57828242.0,https://anaconda.org/conda-forge/sphinx,2025-09-17 17:21:40.903,12487248.0,1.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+18,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2025-10-23 12:21:39.000,2025-10-23 12:21:36,17499.0,149.0,1979.0,177.0,5050.0,9670.0,7141.0,2025-10-10 13:52:21.000,25.9.1,106.0,474.0,618.0,43,True,,conda,conda-forge/conda,51832.0,51749.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,83.0,7598.0,1022954.0,https://anaconda.org/conda-forge/conda,2025-10-10 15:22:06.940,65975262.0,1.0,,31767.0,,,,,,,,,,,,,,,,,,
+19,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2025-10-21 20:40:54.000,2025-10-21 20:40:38,4423.0,91.0,613.0,44.0,1077.0,1178.0,6848.0,2025-10-11 13:30:57.000,7.0.0,150.0,321.0,178.0,43,True,,isort,conda-forge/isort,586036.0,563827.0,https://pypi.org/project/isort,2025-10-11 13:30:57.000,22209.0,69857685.0,69986359.0,https://anaconda.org/conda-forge/isort,2025-10-11 14:25:50.638,8106521.0,2.0,,,,,,,,,,,,,,,,,,,,
+20,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 15:23:47.000,2025-10-22 15:07:15.000,2025-10-22 15:07:15,3640.0,44.0,2374.0,189.0,3211.0,5748.0,33985.0,2025-09-21 14:51:46.000,2.2.1,181.0,611.0,577.0,42,True,,poetry,conda-forge/poetry,870.0,,https://pypi.org/project/poetry,2025-09-21 14:51:46.000,870.0,65974887.0,66263001.0,https://anaconda.org/conda-forge/poetry,2025-09-22 08:31:06.578,6584674.0,2.0,,15559236.0,,,,,,,,,,,,,,,,,,
+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 00:39:38.000,2025-10-16 14:34:48.000,2025-10-16 14:34:47,2781.0,24.0,897.0,89.0,1283.0,2214.0,14499.0,2025-08-09 18:59:03.000,4.3.0,198.0,165.0,29.0,42,True,,pre-commit,conda-forge/pre-commit,275046.0,254514.0,https://pypi.org/project/pre-commit,2025-08-09 18:56:13.000,20532.0,60125954.0,60306504.0,https://anaconda.org/conda-forge/pre-commit,2025-08-10 13:09:51.846,8061269.0,1.0,,3865400.0,,,,,,,,,,,,,,,,,,
+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 13:51:19.000,2025-10-22 20:43:25.214,2025-10-22 19:22:06,16782.0,457.0,625.0,67.0,2846.0,1644.0,8142.0,2025-10-22 19:22:41.000,hypothesis-python-6.142.3,1448.0,355.0,80.0,42,True,,hypothesis,conda-forge/hypothesis,38581.0,35524.0,https://pypi.org/project/hypothesis,2025-10-22 19:22:13.000,3057.0,15315955.0,15549460.0,https://anaconda.org/conda-forge/hypothesis,2025-10-22 20:43:25.214,15177854.0,1.0,,,,,,,,,,,,,,,,,,,,
+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 14:06:12,2496.0,10.0,336.0,37.0,390.0,1583.0,3707.0,2025-06-20 19:31:34.000,7.3.0,94.0,178.0,22.0,42,True,,flake8,conda-forge/flake8,696316.0,669782.0,https://pypi.org/project/flake8,2025-06-20 19:31:34.000,26534.0,44377165.0,44523025.0,https://anaconda.org/conda-forge/flake8,2025-06-26 20:01:55.726,9480930.0,1.0,,,,,,,,,,,,,,,,,,,,
+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,,1400.0,206.0,589.0,587.0,30576.0,2024-11-27 19:23:27.000,4.67.1,142.0,129.0,574.0,41,True,,tqdm,conda-forge/tqdm,1206210.0,1160030.0,https://pypi.org/project/tqdm,2024-11-24 20:12:19.000,46180.0,238567200.0,239226259.0,https://anaconda.org/conda-forge/tqdm,2025-04-22 14:56:23.993,42164243.0,1.0,,19403.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2024-12-14 01:39:50.951159,3.0,5406.0,,,,,,,,,,,,,
+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 13:17:06,2118.0,3.0,2550.0,226.0,1338.0,1993.0,21188.0,2024-08-30 12:24:05.000,1.6.1,62.0,262.0,128.0,41,True,,mkdocs,conda-forge/mkdocs,97166.0,90030.0,https://pypi.org/project/mkdocs,2024-08-30 12:24:05.000,7136.0,10173454.0,10185484.0,https://anaconda.org/conda-forge/mkdocs,2025-04-22 14:56:22.183,625602.0,1.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+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 13:15:39,8498.0,8.0,514.0,111.0,616.0,1362.0,6045.0,2024-11-11 01:41:40.000,0.19.2,35.0,176.0,91.0,41,True,,jedi,conda-forge/jedi,585037.0,583884.0,https://pypi.org/project/jedi,2024-11-11 01:41:40.000,1153.0,78502776.0,79031763.0,https://anaconda.org/conda-forge/jedi,2025-04-22 14:56:29.139,33855196.0,1.0,,,,,,,,,,,,,,,,,,,,
+27,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 22:51:10.000,2025-10-23 14:26:39.000,2025-10-23 14:26:37,3333.0,208.0,563.0,75.0,3001.0,1703.0,2085.0,2025-10-20 12:38:55.000,2.42.1,303.0,290.0,199.0,40,True,,sentry-sdk,conda-forge/sentry-sdk,1349.0,,https://pypi.org/project/sentry-sdk,2025-10-20 13:50:36.000,1349.0,78392860.0,78415044.0,https://anaconda.org/conda-forge/sentry-sdk,2025-10-20 15:17:04.073,1409030.0,1.0,,3864.0,,,,,,,,,,,,,,,,,,
+28,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2025-10-21 02:08:31.000,2025-10-21 02:01:52,1205.0,121.0,165.0,34.0,874.0,332.0,1571.0,2025-09-12 07:34:24.000,1.2.0,71.0,73.0,52.0,40,True,,pytest-asyncio,conda-forge/pytest-asyncio,171010.0,159427.0,https://pypi.org/project/pytest-asyncio,2025-09-12 07:33:52.000,11583.0,63349850.0,63391056.0,https://anaconda.org/conda-forge/pytest-asyncio,2025-09-12 13:07:58.151,2676044.0,1.0,['pytest'],1673.0,,,,,,,,,,,,,,,,,,
+29,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2025-10-22 17:20:00.000,2025-10-22 16:58:55,8423.0,79.0,1745.0,130.0,2310.0,7131.0,14913.0,2025-10-22 17:08:49.430,1.1.407,491.0,131.0,138.0,39,True,,,,1461.0,1428.0,,,,,1574980.0,,,,2.0,,5576.0,,,,,,pyright,https://www.npmjs.com/package/pyright,2025-10-22 17:08:49.430,33.0,1574788.0,,,,,,,,
+30,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 15:40:33.000,2025-10-22 14:04:45.000,2025-10-22 14:02:32,14033.0,676.0,734.0,133.0,481.0,2530.0,14003.0,2025-10-21 10:28:45.000,2.8.4,364.0,200.0,164.0,39,True,,nuitka,conda-forge/nuitka,3607.0,3459.0,https://pypi.org/project/nuitka,2025-10-21 10:28:45.000,148.0,399639.0,434425.0,https://anaconda.org/conda-forge/nuitka,2025-10-21 12:28:34.535,2261113.0,1.0,,,,,,,,,,,,,,,,,,,,
+31,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2025-10-17 16:01:24.000,2025-02-10 20:44:26,1355.0,,901.0,198.0,414.0,468.0,13954.0,2024-11-14 00:11:39.000,0.43.0,75.0,156.0,416.0,39,True,,yapf,conda-forge/yapf,108037.0,106781.0,https://pypi.org/project/yapf,2024-11-14 00:11:39.000,1256.0,11068468.0,11116696.0,https://anaconda.org/conda-forge/yapf,2025-04-22 14:56:24.153,2604333.0,2.0,,,,,,,,,,,,,,,,,,,,
+32,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 08:50:26.000,2025-10-21 00:45:19.000,2025-10-21 00:35:16,2359.0,90.0,628.0,97.0,1085.0,939.0,7947.0,2025-10-02 08:57:53.000,7.5.1,123.0,220.0,214.0,39,True,,pip-tools,conda-forge/pip-tools,39151.0,36361.0,https://pypi.org/project/pip-tools,2025-10-02 08:57:53.000,2790.0,20155966.0,20160122.0,https://anaconda.org/conda-forge/pip-tools,2025-10-02 17:06:17.950,270163.0,2.0,,,,,,,,,,,,,,,,,,,,
+33,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 15:55:58.000,2025-10-23 13:51:03.000,2025-10-18 10:01:03,1797.0,73.0,252.0,31.0,382.0,346.0,4319.0,2025-06-02 08:21:11.000,25.4.0,41.0,136.0,39.0,39,True,,structlog,conda-forge/structlog,27598.0,26123.0,https://pypi.org/project/structlog,2025-06-02 08:21:11.000,1475.0,39961736.0,39976501.0,https://anaconda.org/conda-forge/structlog,2025-06-02 14:06:59.579,841635.0,2.0,,,,,,,,,,,,,,,,,,,,
+34,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 16:54:22.000,2025-10-21 09:54:03.000,2025-10-20 17:55:04,933.0,41.0,540.0,39.0,1609.0,1684.0,3850.0,2025-10-09 18:53:51.000,4.31.0,248.0,331.0,146.0,39,True,,tox,conda-forge/tox,142407.0,130672.0,https://pypi.org/project/tox,2025-10-09 18:53:51.000,11735.0,23371811.0,23395642.0,https://anaconda.org/conda-forge/tox,2025-10-09 20:04:05.472,1549074.0,1.0,['pytest'],,,,,,,,,,,,-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 04:26:22,9742.0,69.0,336.0,59.0,1264.0,2814.0,2297.0,2025-10-02 17:54:35.000,4.10.0,41.0,171.0,649.0,39,True,,scons,conda-forge/scons,4044.0,3988.0,https://pypi.org/project/scons,2025-10-02 17:40:14.000,56.0,987009.0,1004422.0,https://anaconda.org/conda-forge/scons,2025-10-03 10:47:38.256,1078250.0,1.0,,1814.0,,,,,,,,,,,,,,,,,,
+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 18:51:45.000,2025-10-23 06:40:07.000,2025-10-23 06:40:05,1344.0,23.0,244.0,50.0,543.0,393.0,1719.0,2025-07-01 13:31:02.000,3.8.0,71.0,109.0,287.0,39,True,,pytest-xdist,conda-forge/pytest-xdist,128244.0,122627.0,https://pypi.org/project/pytest-xdist,2025-07-01 13:30:56.000,5617.0,63331146.0,63489242.0,https://anaconda.org/conda-forge/pytest-xdist,2025-07-02 10:39:49.174,9959282.0,1.0,['pytest'],320.0,,,,,,,,,,,,,,,,,,
+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 17:57:56.000,2025-10-20 20:39:53.000,2025-10-19 20:57:36,2070.0,179.0,227.0,24.0,591.0,604.0,926.0,2025-10-19 22:08:04.000,9.2.2,99.0,149.0,36.0,39,True,,setuptools_scm,conda-forge/setuptools_scm,34316.0,32046.0,https://pypi.org/project/setuptools_scm,2025-10-19 22:08:04.000,2270.0,89395499.0,89481057.0,https://anaconda.org/conda-forge/setuptools_scm,2025-10-20 12:59:23.792,5561330.0,1.0,,10.0,,,,,,,,,,,-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 08:49:15.000,2025-10-23 09:48:02.000,2025-10-23 09:47:54,6571.0,138.0,1627.0,497.0,984.0,1963.0,30304.0,2025-10-08 15:45:21.000,4.3.3,124.0,211.0,147.0,38,True,,glances,conda-forge/glances,1205.0,1201.0,https://pypi.org/project/glances,2025-07-09 15:40:39.000,4.0,184007.0,191161.0,https://anaconda.org/conda-forge/glances,2025-04-22 14:56:20.672,407056.0,1.0,,1691.0,,,,,,,,,,,,,,,,,,
+39,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2025-10-09 09:50:01.000,2025-10-03 13:14:25,985.0,31.0,752.0,137.0,273.0,901.0,22944.0,2024-12-06 11:25:42.000,0.7.3,22.0,68.0,234.0,38,True,,loguru,conda-forge/loguru,154955.0,143467.0,https://pypi.org/project/loguru,2024-12-06 11:20:54.000,11488.0,45071236.0,45128440.0,https://anaconda.org/conda-forge/loguru,2025-05-07 16:22:25.668,3718318.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 15:28:13.000,2025-10-20 17:17:54.000,2025-10-07 13:36:52,999.0,23.0,1063.0,146.0,1147.0,1443.0,13825.0,2025-08-28 15:46:20.000,1.55.0,124.0,51.0,46.0,38,True,,playwright,,48947.0,46280.0,https://pypi.org/project/playwright,2025-08-28 15:46:20.000,2667.0,23114999.0,23114999.0,,,,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 03:50:57.000,2025-10-23 02:27:22.000,2025-10-23 02:27:20,3158.0,55.0,452.0,38.0,1301.0,1881.0,8482.0,2025-10-11 01:46:24.000,2.26.0,239.0,230.0,44.0,38,True,,pdm,conda-forge/pdm,731.0,521.0,https://pypi.org/project/pdm,2025-10-11 01:46:20.000,210.0,6782086.0,6814113.0,https://anaconda.org/conda-forge/pdm,2025-10-11 06:32:11.088,1568116.0,2.0,,865.0,,,,,,,,,,,,,,,,,,
+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 14:44:33,1473.0,12.0,696.0,69.0,570.0,510.0,7405.0,2025-07-06 03:10:49.000,1.8.6,47.0,190.0,209.0,38,True,,bandit,conda-forge/bandit,61262.0,59432.0,https://pypi.org/project/bandit,2025-07-06 03:10:49.000,1830.0,10639101.0,10647971.0,https://anaconda.org/conda-forge/bandit,2025-07-06 11:19:39.653,531635.0,1.0,,888.0,,,,,,,,,,,3.0,,,,,,,
+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 02:48:00,3746.0,40.0,382.0,91.0,268.0,402.0,4636.0,2025-10-11 00:36:33.000,2.2.1,67.0,62.0,438.0,38,True,,invoke,conda-forge/invoke,32066.0,30857.0,https://pypi.org/project/invoke,2025-10-11 00:36:33.000,1209.0,46583299.0,46608177.0,https://anaconda.org/conda-forge/invoke,2025-10-11 01:29:11.650,1418061.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 00:40:32.000,2025-10-20 23:56:50.000,2025-10-20 23:56:48,747.0,30.0,150.0,36.0,377.0,154.0,1988.0,2025-09-16 16:40:09.000,3.15.1,66.0,81.0,12.0,38,True,,pytest-mock,conda-forge/pytest-mock,128983.0,119570.0,https://pypi.org/project/pytest-mock,2025-09-16 16:37:25.000,9413.0,52967821.0,53031463.0,https://anaconda.org/conda-forge/pytest-mock,2025-09-17 09:28:14.765,4073094.0,2.0,['pytest'],121.0,,,,,,,,,,,,,,,,,,
+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 15:39:39.000,2025-10-07 22:36:58.000,2025-10-07 22:36:56,1345.0,11.0,325.0,38.0,706.0,499.0,1727.0,2025-09-04 15:43:15.000,6.2.0,59.0,131.0,56.0,38,True,,twine,conda-forge/twine,150112.0,127189.0,https://pypi.org/project/twine,2025-09-04 15:43:15.000,22923.0,20903980.0,20926201.0,https://anaconda.org/conda-forge/twine,2025-09-04 19:22:15.675,1422136.0,2.0,,100.0,,,,,,,,,,,,,,,,,,
+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 22:49:43.000,2025-10-21 19:23:14.000,2025-10-21 19:23:14,777.0,17.0,273.0,29.0,532.0,323.0,682.0,2025-04-19 11:49:36.000,25.0,47.0,126.0,120.0,38,True,,packaging,conda-forge/packaging,1803679.0,1789898.0,https://pypi.org/project/packaging,2025-04-19 11:48:57.000,13781.0,701559603.0,702769588.0,https://anaconda.org/conda-forge/packaging,2025-04-22 18:15:05.471,78648264.0,2.0,,928.0,,,,,,,,,,,,,,,,,,
+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 18:04:11.000,2025-10-22 19:38:01.000,2025-10-22 19:27:39,1401.0,71.0,431.0,57.0,490.0,210.0,14506.0,2025-10-16 02:25:26.000,1.19.1,34.0,59.0,45.0,37,True,,memray,conda-forge/memray,1835.0,1727.0,https://pypi.org/project/memray,2025-10-16 02:25:26.000,108.0,6196165.0,6208838.0,https://anaconda.org/conda-forge/memray,2025-10-16 04:54:16.143,532283.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 18:47:46.000,2025-10-20 20:43:09.000,2025-10-10 07:11:17,841.0,10.0,486.0,73.0,761.0,719.0,12176.0,2025-09-30 06:35:16.000,1.8.0,66.0,166.0,160.0,37,True,,pipx,conda-forge/pipx,4650.0,4575.0,https://pypi.org/project/pipx,2025-09-30 06:35:05.000,75.0,10012661.0,10025092.0,https://anaconda.org/conda-forge/pipx,2025-04-22 14:58:07.924,162038.0,3.0,,659274.0,,,,,,,,,,,,,,,,,,
+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 21:04:25.000,2025-10-21 13:04:32.000,2025-10-21 13:04:32,2983.0,42.0,410.0,28.0,2383.0,1147.0,2790.0,2025-08-25 10:16:16.000,1.4.0,64.0,215.0,18.0,37,True,,wemake-python-styleguide,,17639.0,17537.0,https://pypi.org/project/wemake-python-styleguide,2025-08-25 10:15:06.000,102.0,218804.0,218804.0,,,,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 14:52:20,1053.0,39.0,222.0,40.0,280.0,292.0,1959.0,2025-09-09 10:57:00.000,7.0.0,53.0,100.0,147.0,37,True,,pytest-cov,conda-forge/pytest-cov,48176.0,,https://pypi.org/project/pytest-cov,2025-09-09 10:57:00.000,48176.0,92362841.0,92604170.0,https://anaconda.org/conda-forge/pytest-cov,2025-09-11 17:34:36.964,15686414.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+51,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 19:13:48,986.0,3.0,168.0,30.0,255.0,402.0,539.0,2025-04-08 20:55:45.000,0.46.1,83.0,86.0,14.0,37,True,,wheel,conda-forge/wheel,392231.0,377372.0,https://pypi.org/project/wheel,2025-04-08 20:55:39.000,14859.0,298056620.0,300377489.0,https://anaconda.org/conda-forge/wheel,2025-04-22 14:56:25.544,143893926.0,2.0,,,,,,,,,,,,,,,,,,,,
+52,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 02:22:15.000,2025-10-16 01:33:09.000,2025-08-18 00:13:24,549.0,17.0,472.0,109.0,397.0,227.0,14454.0,2025-07-31 19:34:11.519,0.4.1,40.0,53.0,206.0,36,True,,py-spy,conda-forge/py-spy,7391.0,7275.0,https://pypi.org/project/py-spy,2025-07-31 19:33:13.000,112.0,11807408.0,11820489.333333334,https://anaconda.org/conda-forge/py-spy,2025-08-01 00:41:54.066,718411.0,2.0,,38070.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2025-07-31 19:34:11.519,4.0,1171.3333333333333,441482.0,
+53,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,,1352.0,192.0,179.0,252.0,11988.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,534.0,36,False,,pyautogui,conda-forge/pyautogui,56146.0,55112.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,1034.0,1362688.0,1369029.0,https://anaconda.org/conda-forge/pyautogui,2025-09-03 16:04:18.705,380507.0,2.0,,,,,,,,,,,,,,,,,,,,
+54,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 09:19:41,1192.0,41.0,250.0,50.0,217.0,160.0,7425.0,2025-08-12 11:34:20.000,5.1.1,54.0,72.0,27.0,36,True,,pyinstrument,conda-forge/pyinstrument,3983.0,3770.0,https://pypi.org/project/pyinstrument,2025-08-12 11:34:20.000,213.0,6035155.0,6049588.0,https://anaconda.org/conda-forge/pyinstrument,2025-08-27 16:40:28.338,894905.0,2.0,,,,,,,,,,,,,,,,,,,,
+55,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,,1766.0,167.0,757.0,670.0,4971.0,2024-11-13 11:06:02.000,3.0.2,61.0,118.0,251.0,36,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,13229.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2024-11-13 11:06:02.000,13213.0,10839397.0,10911859.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2025-09-14 07:56:58.802,4637618.0,2.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+56,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,,289.0,68.0,268.0,392.0,4643.0,2025-01-14 14:46:15.000,2.3.2,82.0,64.0,124.0,36,True,,autopep8,conda-forge/autopep8,231068.0,229381.0,https://pypi.org/project/autopep8,2025-01-14 14:46:15.000,1687.0,7400002.0,7434747.0,https://anaconda.org/conda-forge/autopep8,2025-04-22 14:56:24.132,2223680.0,3.0,,,,,,,,,,,,,,,,,,,,
+57,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 13:22:56.000,2025-10-22 21:41:17.000,2025-10-22 01:53:41,841.0,25.0,168.0,30.0,537.0,225.0,1911.0,2025-09-24 14:14:58.000,3.6.2,107.0,53.0,35.0,36,True,,safety,conda-forge/safety,19128.0,18188.0,https://pypi.org/project/safety,2025-10-22 02:02:18.000,940.0,3584108.0,3600116.0,https://anaconda.org/conda-forge/safety,2025-09-24 17:51:51.981,145507.0,2.0,,904560.0,,,,,,,,,,,,,,,,,,
+58,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 10:13:12.000,2025-10-23 12:27:42.000,2025-10-22 20:52:13,1520.0,86.0,169.0,33.0,287.0,141.0,1492.0,2025-06-14 17:26:52.000,1.8.2,48.0,81.0,47.0,36,True,,logbook,conda-forge/logbook,7642.0,7368.0,https://pypi.org/project/logbook,2025-06-14 17:24:24.000,274.0,6150025.0,6155791.0,https://anaconda.org/conda-forge/logbook,2025-08-27 20:02:13.497,368774.0,2.0,,504.0,,,,,,,,,,,,,,,,,,
+59,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2025-06-21 07:47:51.807,2025-06-20 18:44:19,579.0,,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,327497.0,326192.0,https://pypi.org/project/pyflakes,2025-06-20 18:45:26.000,1305.0,49161805.0,49331790.0,https://anaconda.org/conda-forge/pyflakes,2025-06-21 07:47:51.807,9349189.0,1.0,,,,,,,,,,,,,3.0,,,,,,,
+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 23:28:06,3522.0,57.0,3190.0,385.0,1211.0,1818.0,43460.0,2025-10-15 11:41:09.000,2.6.11,100.0,466.0,78.0,35,True,,pyenv,,21.0,21.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,,8473.0,8473.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+61,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 12:43:42,3430.0,99.0,428.0,86.0,385.0,333.0,13026.0,2025-09-23 12:46:08.000,1.5.55,181.0,57.0,170.0,35,True,,scalene,,972.0,920.0,https://pypi.org/project/scalene,2025-09-23 12:46:08.000,52.0,236377.0,236377.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+62,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 22:05:27.000,2025-10-23 14:15:07.000,2025-10-23 14:14:18,10951.0,9.0,674.0,99.0,2942.0,2423.0,9015.0,2025-06-24 19:59:46.000,0.19.9,140.0,349.0,286.0,35,False,,xonsh,,1035.0,862.0,https://pypi.org/project/xonsh,2025-06-24 19:59:46.000,173.0,180007.0,180160.0,,,,1.0,,13846.0,,,,,,,,,,,,,,,,,,
+63,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2025-08-19 19:29:42.000,2025-08-19 19:29:42,680.0,10.0,283.0,31.0,256.0,211.0,4438.0,2025-08-09 10:39:10.000,1.5.5,68.0,126.0,148.0,35,True,,freezegun,conda-forge/freezegun,1272.0,,https://pypi.org/project/freezegun,2025-08-09 10:39:06.000,1272.0,27050702.0,27079890.0,https://anaconda.org/conda-forge/freezegun,2025-08-09 15:49:47.831,1780102.0,2.0,,139.0,,,,,,,,,,,,,,,,,,
+64,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 06:06:22.000,2025-10-23 07:51:51.627,2025-10-23 06:10:36,1652.0,75.0,64.0,12.0,63.0,340.0,3211.0,2025-10-23 06:20:01.000,0.22.3,58.0,28.0,98.0,35,True,,beartype,conda-forge/beartype,8661.0,7820.0,https://pypi.org/project/beartype,2025-10-23 06:20:01.000,841.0,10213922.0,10221329.0,https://anaconda.org/conda-forge/beartype,2025-10-23 07:51:51.627,474105.0,2.0,,,,,,,,,,,,,,,,,,,,
+65,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,587460.0,586359.0,https://pypi.org/project/parso,2025-08-23 15:15:25.000,1101.0,79811482.0,80314212.0,https://anaconda.org/conda-forge/parso,2025-08-23 18:37:27.721,31672010.0,2.0,,,,,,,,,,,,,,,,,,,,
+66,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 20:02:15,10334.0,31.0,6063.0,1100.0,439.0,5307.0,35577.0,2025-10-07 08:48:26.000,1.9.10,126.0,148.0,62.0,34,True,,sqlmap,,33.0,21.0,https://pypi.org/project/sqlmap,2025-10-07 08:48:26.000,12.0,17900.0,17900.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+67,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 13:18:39,1514.0,8.0,749.0,112.0,541.0,667.0,5126.0,2025-03-29 17:33:29.000,2.13.0,23.0,137.0,104.0,34,True,,pycodestyle,conda-forge/pycodestyle,2210.0,,https://pypi.org/project/pycodestyle,2025-06-20 18:49:47.000,2210.0,65034421.0,65210368.0,https://anaconda.org/conda-forge/pycodestyle,2025-06-22 18:14:44.520,9677112.0,2.0,,,,,,,,,,,,,,,,,,,,
+68,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 04:11:53.000,2025-10-20 08:31:09.000,2025-10-20 08:30:53,4831.0,20.0,334.0,47.0,50.0,1740.0,4679.0,2025-09-11 03:23:58.000,9.1.9,369.0,36.0,10.0,34,False,,pyarmor,,2049.0,1967.0,https://pypi.org/project/pyarmor,2025-09-11 03:23:42.000,82.0,455216.0,455216.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+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 17:06:12.000,2025-10-22 18:44:09.000,2025-10-22 17:54:41,1860.0,104.0,305.0,53.0,1565.0,1137.0,4108.0,2025-10-22 18:44:09.000,2.63.0,392.0,124.0,62.0,34,True,pex-tool/pex,pex,,61.0,,https://pypi.org/project/pex,2025-10-22 18:44:09.000,61.0,2941542.0,2996419.0,,,,2.0,,658530.0,,,,,,,,,,,,,,,,,,
+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 15:20:03.000,2025-10-23 10:46:40.000,2025-10-23 10:46:40,4954.0,75.0,459.0,45.0,1405.0,776.0,3098.0,2025-08-26 00:54:48.000,0.3.25,59.0,189.0,190.0,34,True,,briefcase,,876.0,838.0,https://pypi.org/project/briefcase,2025-08-26 00:54:48.000,38.0,19916.0,19928.0,,,,2.0,,842.0,,,,,,,,,,,,,,,,,,
+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 21:12:50.000,2025-10-20 15:12:32.000,2025-10-20 15:12:32,1105.0,12.0,203.0,33.0,386.0,407.0,2406.0,2025-06-04 17:05:48.000,15.0.4,113.0,76.0,53.0,34,False,,pdoc,,4682.0,3978.0,https://pypi.org/project/pdoc,2025-06-04 17:05:48.000,704.0,1803912.0,1803912.0,,,,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 21:22:27.000,2025-10-17 13:13:45.000,2025-10-17 13:13:45,1368.0,47.0,147.0,34.0,342.0,310.0,2231.0,2025-03-25 08:03:19.000,3.12.0,53.0,81.0,138.0,34,True,,flit,conda-forge/flit,3452.0,2522.0,https://pypi.org/project/flit,2025-03-25 08:03:19.000,930.0,8870709.0,8875582.0,https://anaconda.org/conda-forge/flit,2025-04-22 14:56:31.709,297312.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,171.0,26.0,393.0,261.0,2128.0,2025-07-12 17:46:05.000,1.14.0,95.0,83.0,120.0,34,True,,rope,conda-forge/rope,79053.0,78729.0,https://pypi.org/project/rope,2025-07-12 17:46:05.000,324.0,1262830.0,1297668.0,https://anaconda.org/conda-forge/rope,2025-07-13 00:41:35.626,2090219.0,1.0,,42.0,,,,,,,,,,,,,,,,,,
+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,,216.0,34.0,182.0,146.0,1755.0,2024-06-04 18:44:55.000,1.9.1,74.0,101.0,64.0,34,False,,nodeenv,conda-forge/nodeenv,124245.0,123992.0,https://pypi.org/project/nodeenv,2024-06-04 18:44:08.000,253.0,72315253.0,72423531.0,https://anaconda.org/conda-forge/nodeenv,2025-04-22 14:56:41.723,6929852.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 04:02:58.000,2025-10-17 12:21:11.812,2025-10-17 01:50:42,717.0,23.0,169.0,18.0,598.0,362.0,1459.0,2025-10-17 01:53:05.000,2025.10.16,32.0,113.0,58.0,34,True,wntrblm/nox,nox,conda-forge/nox,8385.0,6971.0,https://pypi.org/project/nox,2025-10-17 01:53:05.000,1414.0,4065349.0,4073454.0,https://anaconda.org/conda-forge/nox,2025-10-17 12:21:11.812,518772.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+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 19:22:42.000,2025-10-21 02:02:38.000,2025-10-21 02:02:38,610.0,24.0,248.0,22.0,498.0,260.0,753.0,2023-11-07 16:58:34.000,4.1.1,58.0,62.0,184.0,34,True,,pytest-html,conda-forge/pytest-html,57567.0,56945.0,https://pypi.org/project/pytest-html,2023-11-07 15:44:27.000,622.0,13768749.0,13782280.0,https://anaconda.org/conda-forge/pytest-html,2025-04-22 14:56:37.472,798356.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+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 21:49:44.000,2025-10-15 10:30:39.000,2025-10-15 10:30:37,1278.0,90.0,60.0,5.0,96.0,265.0,550.0,2025-09-05 15:02:32.000,1.14.0,148.0,42.0,28.0,34,True,,griffe,conda-forge/griffe,12990.0,12658.0,https://pypi.org/project/griffe,2025-09-05 15:02:27.000,332.0,13700563.0,13716174.0,https://anaconda.org/conda-forge/griffe,2025-09-06 05:56:34.053,671291.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 17:31:36.000,2025-10-23 09:14:22.000,2025-10-23 09:08:38,20551.0,122.0,453.0,113.0,531.0,309.0,7097.0,2024-10-29 21:22:27.000,0.9.23,81.0,294.0,149.0,33,True,,pyre-check,,108.0,21.0,https://pypi.org/project/pyre-check,2025-07-07 15:59:16.000,87.0,147062.0,147062.0,,,,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 17:56:53.000,2025-10-21 02:18:52.000,2025-07-02 13:49:24,27694.0,,1648.0,187.0,6834.0,1038.0,5396.0,2025-05-12 21:41:22.000,4.3.0,146.0,891.0,764.0,33,True,,buildbot,conda-forge/buildbot,407.0,387.0,https://pypi.org/project/buildbot,2025-05-12 21:41:22.000,20.0,39568.0,42966.0,https://anaconda.org/conda-forge/buildbot,2025-05-13 11:35:44.706,161297.0,3.0,,85364.0,,,,,,,,,,,,,,,,,,
+80,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 20:52:08.000,2025-10-22 11:38:01.000,2025-10-22 11:37:53,6961.0,9.0,288.0,53.0,1188.0,745.0,5007.0,2024-10-11 08:28:27.000,2024.10.11,204.0,112.0,204.0,33,True,,pytype,conda-forge/pytype,4367.0,4136.0,https://pypi.org/project/pytype,2024-10-11 08:28:27.000,231.0,475806.0,484796.0,https://anaconda.org/conda-forge/pytype,2025-04-22 14:57:26.233,575423.0,3.0,,,,,,,,,,,,,,,,,,,,
+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 14:43:55,1265.0,15.0,199.0,33.0,573.0,446.0,3926.0,2025-10-09 19:32:25.000,3.21.0,175.0,36.0,19.0,33,True,,pyupgrade,conda-forge/pyupgrade,613.0,,https://pypi.org/project/pyupgrade,2025-10-09 19:32:25.000,613.0,1251194.0,1264640.0,https://anaconda.org/conda-forge/pyupgrade,2025-10-09 20:11:27.866,873992.0,2.0,,,,,,,,,,,,,,,,,,,,
+82,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,,2011-05-13 23:44:30.000,2025-10-21 17:24:11.413,2025-10-21 16:35:20,1306.0,32.0,236.0,47.0,314.0,196.0,3162.0,2025-10-21 16:43:19.000,2025.1.3,85.0,99.0,164.0,33,False,,pudb,conda-forge/pudb,8402.0,8269.0,https://pypi.org/project/pudb,2025-10-21 16:42:44.000,133.0,1142661.0,1150176.0,https://anaconda.org/conda-forge/pudb,2025-10-21 17:24:11.413,375771.0,1.0,,8.0,,,,,,,,,,,,,,,,,,
+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 07:26:30.000,2025-10-20 19:33:15.000,2025-09-16 01:25:16,1594.0,13.0,177.0,33.0,390.0,367.0,2043.0,2025-08-13 11:19:10.000,1.17.3,144.0,98.0,35.0,33,True,prospector-dev/prospector,prospector,conda-forge/prospector,5521.0,5235.0,https://pypi.org/project/prospector,2025-08-13 11:19:10.000,286.0,398573.0,401623.0,https://anaconda.org/conda-forge/prospector,2025-08-13 18:22:44.075,179953.0,1.0,,,,,,,,,,,,,,,,,,,,
+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 15:52:31,782.0,8.0,117.0,13.0,192.0,407.0,1991.0,2025-09-19 10:49:32.000,0.30.1,70.0,53.0,57.0,33,True,,mkdocstrings,conda-forge/mkdocstrings,22728.0,21069.0,https://pypi.org/project/mkdocstrings,2025-09-19 10:49:24.000,1659.0,4542502.0,4546961.0,https://anaconda.org/conda-forge/mkdocstrings,2025-09-21 19:08:15.959,267562.0,2.0,['mkdocs'],,,,,,,,,,,,-1.0,,,,,,,
+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,,233.0,25.0,92.0,91.0,1765.0,2025-10-06 04:15:17.000,4.0.0,37.0,64.0,30.0,33,True,,python-json-logger,conda-forge/python-json-logger,1130.0,,https://pypi.org/project/python-json-logger,2025-10-06 04:15:17.000,1130.0,63832934.0,63960823.0,https://anaconda.org/conda-forge/python-json-logger,2025-04-22 14:56:33.638,13044740.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 05:54:24,741.0,15.0,174.0,22.0,259.0,123.0,1553.0,2025-03-24 19:39:02.000,3.16.0,41.0,66.0,26.0,33,False,prettytable/prettytable,prettytable,conda-forge/prettytable,81207.0,78573.0,https://pypi.org/project/prettytable,2025-03-24 19:39:02.000,2634.0,23074784.0,23155498.0,https://anaconda.org/conda-forge/prettytable,2025-04-22 14:56:24.496,4762141.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 07:27:43.000,2025-10-20 22:53:40.000,2025-02-13 21:33:26,1462.0,,232.0,59.0,409.0,294.0,1402.0,2024-12-05 21:45:56.000,8.1.0,106.0,65.0,85.0,33,True,,pytest-bdd,conda-forge/pytest-bdd,4606.0,4500.0,https://pypi.org/project/pytest-bdd,2024-12-05 21:45:56.000,106.0,1622814.0,1625294.0,https://anaconda.org/conda-forge/pytest-bdd,2025-04-22 14:57:05.450,71929.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+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,171860.0,169165.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,2695.0,7753388.0,7785010.0,https://anaconda.org/conda-forge/nose,2025-04-22 14:56:22.777,3573328.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 01:24:03,430.0,7.0,110.0,7.0,286.0,178.0,1105.0,2025-10-22 01:27:02.000,25.10.21,74.0,89.0,61.0,33,True,,flake8-bugbear,conda-forge/flake8-bugbear,43124.0,41622.0,https://pypi.org/project/flake8-bugbear,2025-10-22 01:27:02.000,1502.0,3451110.0,3465913.0,https://anaconda.org/conda-forge/flake8-bugbear,2025-10-22 19:32:07.620,873397.0,2.0,['flake8'],,,,,,,,,,,,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 20:41:41.000,2025-10-20 17:55:16.000,2025-10-20 17:55:14,465.0,20.0,110.0,9.0,358.0,174.0,579.0,2025-10-16 00:50:13.000,3.5.2,98.0,63.0,42.0,33,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,62970.0,57802.0,https://pypi.org/project/sphinx-autodoc-typehints,2025-10-16 00:50:13.000,5168.0,4947668.0,4962408.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2025-10-16 10:30:53.078,943371.0,2.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+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 21:24:41,525.0,25.0,35.0,10.0,52.0,33.0,365.0,2025-09-01 09:48:08.000,2.2.1,36.0,11.0,19.0,33,True,,executing,conda-forge/executing,327096.0,326295.0,https://pypi.org/project/executing,2025-09-01 09:48:08.000,801.0,74063121.0,74438715.0,https://anaconda.org/conda-forge/executing,2025-09-01 12:24:49.483,22535687.0,1.0,,,,,,,,,,,,,,,,,,,,
+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 09:31:36,370.0,33.0,202.0,49.0,69.0,96.0,9906.0,2025-09-14 09:33:14.000,2.1.8,22.0,34.0,65.0,32,True,,icecream,conda-forge/icecream,561.0,21.0,https://pypi.org/project/icecream,2025-09-14 09:31:08.000,540.0,1781600.0,1783236.0,https://anaconda.org/conda-forge/icecream,2025-09-14 17:04:19.375,88352.0,1.0,,,,,,,,,,,,,,,,,,,,
+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 07:43:43,2672.0,3.0,337.0,55.0,1274.0,352.0,4628.0,2024-09-13 22:26:03.000,18.0.0,62.0,126.0,22.0,32,True,,mimesis,conda-forge/mimesis,2275.0,2207.0,https://pypi.org/project/mimesis,2024-09-13 22:26:03.000,68.0,974896.0,980164.0,https://anaconda.org/conda-forge/mimesis,2025-05-10 09:59:37.648,331470.0,2.0,,840.0,,,,,,,,,,,,,,,,,,
+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 22:55:54.000,2025-10-17 12:50:27.000,2025-10-17 12:50:26,732.0,3.0,519.0,65.0,350.0,200.0,2161.0,,,13.0,110.0,74.0,32,True,,pyelftools,conda-forge/pyelftools,11498.0,11229.0,https://pypi.org/project/pyelftools,2025-02-19 14:19:59.000,269.0,8226249.0,8242427.0,https://anaconda.org/conda-forge/pyelftools,2025-04-22 14:56:21.172,970711.0,1.0,,,,,,,,,,,,,,,,,,,,
+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 06:08:08,453.0,5.0,78.0,17.0,170.0,94.0,1485.0,2025-08-23 12:19:34.000,1.1.1,32.0,57.0,31.0,32,True,,pytest-sugar,conda-forge/pytest-sugar,30296.0,28795.0,https://pypi.org/project/pytest-sugar,2025-08-23 12:19:34.000,1501.0,4214331.0,4220338.0,https://anaconda.org/conda-forge/pytest-sugar,2025-08-24 22:40:41.102,366392.0,2.0,['pytest'],47.0,,,,,,,,,,,,,,,,,,
+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,74575.0,72823.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,1752.0,4254755.0,4300761.0,https://anaconda.org/conda-forge/pydocstyle,2025-04-22 14:56:24.767,2852396.0,2.0,,93.0,,,,,,,,,,,,,,,,,,
+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 20:43:31.000,2025-10-20 06:16:27.000,2025-10-20 06:16:27,2761.0,112.0,195.0,17.0,891.0,512.0,956.0,2025-09-13 16:30:25.000,0.6.5,24.0,94.0,167.0,32,True,,asv,conda-forge/asv,1612.0,1449.0,https://pypi.org/project/asv,2025-09-13 16:23:58.000,163.0,241795.0,260322.0,https://anaconda.org/conda-forge/asv,2025-09-13 23:08:56.967,1203179.0,2.0,,1867.0,,,,,,,,,,,,,,,,,,
+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 16:13:12,250.0,4.0,95.0,12.0,50.0,78.0,937.0,2025-10-16 16:14:21.000,6.10.1,70.0,35.0,,32,True,,colorlog,conda-forge/colorlog,63440.0,60698.0,https://pypi.org/project/colorlog,2025-10-16 16:14:10.000,2742.0,35868348.0,35961535.0,https://anaconda.org/conda-forge/colorlog,2025-10-16 20:08:47.821,5870795.0,2.0,,,,,,,,,,,,,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,,189.0,33.0,96.0,70.0,755.0,2024-07-26 18:15:02.000,1.0.0,30.0,42.0,60.0,32,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,156448.0,155821.0,https://pypi.org/project/alabaster,2024-07-26 18:15:02.000,627.0,19792725.0,20099529.0,https://anaconda.org/conda-forge/alabaster,2025-04-22 14:56:25.041,10124533.0,2.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+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 20:48:39.000,2025-10-21 17:15:29.000,2025-10-20 05:01:46,678.0,12.0,187.0,6.0,452.0,167.0,571.0,2024-05-15 12:56:12.000,4.0.1,46.0,66.0,11.0,32,True,,coveralls,conda-forge/coveralls,38281.0,36129.0,https://pypi.org/project/coveralls,2024-05-15 12:56:12.000,2152.0,1201215.0,1223017.0,https://anaconda.org/conda-forge/coveralls,2025-04-22 14:56:31.028,1373566.0,2.0,['pytest'],,,,,,,,,,,,,,,,,,,
+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 10:02:13.208,2025-10-16 20:24:06.172,,,,1581.0,,,,43104.0,2025-10-16 18:04:48.000,0.14.1,379.0,,,31,True,,ruff,conda-forge/ruff,21434.0,,https://pypi.org/project/ruff,2025-10-16 18:04:48.000,21434.0,98278609.0,98418925.0,https://anaconda.org/conda-forge/ruff,2025-10-16 20:24:06.172,4911085.0,2.0,,,,,,,,,,,,,,,,,,,,
+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,,951.0,229.0,121.0,109.0,16570.0,2025-05-31 23:22:45.000,1.2.3,62.0,29.0,29.0,31,True,,pysnooper,conda-forge/pysnooper,2138.0,2071.0,https://pypi.org/project/pysnooper,2025-05-31 23:22:45.000,67.0,375143.0,377420.0,https://anaconda.org/conda-forge/pysnooper,2025-04-22 14:57:05.002,138945.0,2.0,,,,,,,,,,,,,,,,,,,,
+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,,417.0,54.0,205.0,113.0,7356.0,2024-02-18 18:23:06.000,0.5.0,43.0,74.0,216.0,31,True,,pipreqs,conda-forge/pipreqs,40413.0,40093.0,https://pypi.org/project/pipreqs,2024-02-18 17:49:34.000,320.0,920225.0,920890.0,https://anaconda.org/conda-forge/pipreqs,2025-04-22 14:56:27.577,72586.0,3.0,,,,,,,,,,,,,,,,,,,,
+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 00:39:31,726.0,2.0,228.0,50.0,56.0,226.0,6153.0,2025-07-20 02:10:37.000,3.3.0,36.0,11.0,17.0,31,True,,alive-progress,conda-forge/alive-progress,5332.0,4743.0,https://pypi.org/project/alive-progress,2025-07-20 02:10:37.000,589.0,2385545.0,2388427.0,https://anaconda.org/conda-forge/alive-progress,2025-04-22 14:57:21.935,181594.0,3.0,,,,,,,,,,,,,-2.0,,,,,,,
+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 18:14:56,780.0,3.0,170.0,26.0,171.0,192.0,4137.0,2024-12-08 17:39:52.000,2.14,54.0,48.0,41.0,31,True,,vulture,conda-forge/vulture,6130.0,5927.0,https://pypi.org/project/vulture,2024-12-08 17:39:40.000,203.0,2934518.0,2936665.0,https://anaconda.org/conda-forge/vulture,2025-04-22 14:56:26.274,135313.0,2.0,,,,,,,,,,,,,,,,,,,,
+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 10:28:55,1039.0,5.0,401.0,38.0,529.0,439.0,3712.0,2025-02-03 09:49:01.000,3.3.3,46.0,133.0,190.0,31,True,,factory_boy,conda-forge/factory_boy,647.0,,https://pypi.org/project/factory_boy,2025-02-03 09:49:01.000,647.0,11547986.0,11551701.0,https://anaconda.org/conda-forge/factory_boy,2025-04-25 02:28:32.370,226648.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,173.0,20.0,138.0,147.0,2452.0,2022-10-06 17:23:25.701,0.9.0,27.0,102.0,120.0,31,True,,tabulate,conda-forge/tabulate,8388.0,,https://pypi.org/project/tabulate,2022-10-06 17:23:25.701,8388.0,111726412.0,111915069.0,https://anaconda.org/conda-forge/tabulate,2025-04-22 14:56:22.696,10564841.0,3.0,,,,,,,,,,,,,-1.0,,,,,,,
+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,,184.0,47.0,170.0,219.0,1975.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,91.0,31,False,,doit,conda-forge/doit,2298.0,2180.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,118.0,681068.0,687620.0,https://anaconda.org/conda-forge/doit,2025-04-22 14:56:44.640,419352.0,3.0,,,,,,,,,,,,,,,,,,,,
+109,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 19:55:06,670.0,1.0,120.0,17.0,153.0,332.0,1715.0,2025-06-18 09:56:09.000,4.4.4,74.0,41.0,34.0,31,False,,typeguard,conda-forge/typeguard,45509.0,42364.0,https://pypi.org/project/typeguard,2025-06-18 09:56:05.000,3145.0,45256375.0,45276376.0,https://anaconda.org/conda-forge/typeguard,2025-06-18 12:21:32.288,1280079.0,3.0,,,,,,,,,,,,,,,,,,,,
+110,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 15:33:15.000,2025-10-20 18:43:12.000,2025-05-15 15:50:38,1222.0,,131.0,19.0,354.0,201.0,812.0,2024-06-01 03:20:04.000,0.15.1,34.0,80.0,43.0,31,True,,nose2,conda-forge/nose2,27198.0,26879.0,https://pypi.org/project/nose2,2024-06-01 03:20:04.000,319.0,484202.0,486469.0,https://anaconda.org/conda-forge/nose2,2025-04-22 14:56:50.674,201832.0,3.0,,,,,,,,,,,,,,,,,,,,
+111,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,19004.0,18873.0,https://pypi.org/project/breathe,2025-07-08 20:28:19.000,131.0,1381850.0,1395150.0,https://anaconda.org/conda-forge/breathe,2025-04-22 14:56:28.512,850304.0,2.0,,763.0,,,,,,,,,,,,,,,,,,
+112,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,,63.0,14.0,61.0,45.0,666.0,2022-01-24 01:14:49.000,0.7.0,13.0,24.0,9.0,31,True,,mccabe,conda-forge/mccabe,513622.0,512688.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,934.0,66445997.0,66683100.0,https://anaconda.org/conda-forge/mccabe,2025-04-22 14:56:24.539,10669660.0,2.0,,,,,,,,,,,,,,,,,,,,
+113,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a hot-reload web server.,,https://github.com/sphinx-doc/sphinx-autobuild,https://github.com/sphinx-doc/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2025-08-25 18:44:54.000,2025-08-25 18:43:22,400.0,7.0,85.0,17.0,90.0,93.0,588.0,2025-08-25 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,31913.0,29631.0,https://pypi.org/project/sphinx-autobuild,2025-08-25 18:44:54.000,2282.0,4994077.0,5001166.0,https://anaconda.org/conda-forge/sphinx-autobuild,2025-04-22 14:56:34.708,411184.0,2.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+114,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,82642.0,80713.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,1929.0,32873905.0,32874120.0,https://anaconda.org/anaconda/coloredlogs,2025-10-16 11:19:55.464,20938.0,3.0,,,,,,,,,,,,,,,,,,,,
+115,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 13:05:10.000,2025-10-20 15:03:53.093,2025-10-20 08:32:06,3211.0,28.0,414.0,45.0,2090.0,1586.0,7709.0,2025-10-17 23:31:56.000,2.3.3,166.0,176.0,459.0,30,True,,,conda-forge/mamba,,,,,,,303684.0,https://anaconda.org/conda-forge/mamba,2025-10-20 15:03:53.093,19739506.0,3.0,,,,,,,,,,,,,,,,,,,,
+116,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 16:20:01,744.0,16.0,129.0,13.0,268.0,85.0,3128.0,2025-07-23 21:27:06.000,5.0.0,33.0,51.0,48.0,30,True,,line_profiler,conda-forge/line_profiler,297.0,,https://pypi.org/project/line_profiler,2025-07-23 20:14:25.000,297.0,4219914.0,4292200.0,https://anaconda.org/conda-forge/line_profiler,2025-08-29 15:03:00.890,4263445.0,2.0,,1747.0,,,,,,,,,,,,,,,,,,
+117,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 07:20:32,817.0,1.0,362.0,66.0,453.0,232.0,2442.0,2025-03-30 09:04:11.000,10.2.2,19.0,143.0,145.0,30,True,,pytest-testinfra,conda-forge/pytest-testinfra,2547.0,2527.0,https://pypi.org/project/pytest-testinfra,2025-03-30 09:06:00.000,20.0,751161.0,751739.0,https://anaconda.org/conda-forge/pytest-testinfra,2025-04-22 14:57:44.936,32994.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+118,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2025-07-28 10:12:07.000,2025-07-28 10:06:52,381.0,1.0,147.0,27.0,87.0,131.0,1944.0,2023-03-09 15:41:00.602,0.13.13,46.0,58.0,75.0,30,True,,ipdb,conda-forge/ipdb,67636.0,66518.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,1118.0,10875566.0,10886008.0,https://anaconda.org/conda-forge/ipdb,2025-04-22 14:56:25.687,668300.0,2.0,,,,,,,,,,,,,,,,,,,,
+119,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 20:46:30.000,2025-10-23 12:07:21.000,2025-10-23 12:05:21,799.0,12.0,76.0,13.0,108.0,66.0,1653.0,2025-10-23 12:08:47.000,1.7.0,26.0,33.0,21.0,30,True,,yappi,conda-forge/yappi,1632.0,1569.0,https://pypi.org/project/yappi,2024-11-12 11:23:25.000,63.0,1222989.0,1228143.0,https://anaconda.org/conda-forge/yappi,2025-05-06 00:54:42.372,309278.0,2.0,,,,,,,,,,,,,2.0,,,,,,,
+120,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 04:25:52.000,2025-10-23 12:31:52.000,2025-10-23 06:36:12,2540.0,66.0,237.0,26.0,1916.0,1001.0,1500.0,2025-09-20 04:03:29.000,8.4.1,109.0,122.0,48.0,30,True,,cx_freeze,conda-forge/cx_freeze,125.0,,https://pypi.org/project/cx_freeze,2025-09-20 04:03:29.000,125.0,189843.0,207154.0,https://anaconda.org/conda-forge/cx_freeze,2025-09-20 10:15:58.044,1125238.0,2.0,,,,,,,,,,,,,,,,,,,,
+121,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/progressbar2,934.0,,https://pypi.org/project/progressbar2,2024-08-28 22:50:10.000,934.0,30184944.0,30240408.0,https://anaconda.org/conda-forge/progressbar2,2025-04-22 14:56:28.563,3547725.0,3.0,,3129.0,,,,,,,,,,,,,,,,,,
+122,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,30078.0,29297.0,https://pypi.org/project/flake8-comprehensions,2025-09-09 22:37:17.000,781.0,1273339.0,1287744.0,https://anaconda.org/conda-forge/flake8-comprehensions,2025-09-10 17:55:03.656,921973.0,2.0,['flake8'],,,,,,,,,,,,,,,,,,,
+123,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2025-06-01 20:57:08.000,2025-06-01 20:57:08,409.0,,420.0,155.0,79.0,231.0,10792.0,2021-12-22 19:23:21.000,1.0.68,53.0,36.0,89.0,29,True,,bpytop,conda-forge/bpytop,235.0,234.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,20828.0,21278.0,https://anaconda.org/conda-forge/bpytop,2025-04-22 14:57:45.970,25205.0,3.0,,,,,,,,,,,,,,,,,,,,
+124,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2025-04-22 14:56:23.864,2024-04-16 15:33:52,719.0,,380.0,81.0,166.0,117.0,4537.0,2022-11-15 17:59:01.069,0.61.0,59.0,105.0,136.0,29,False,,memory_profiler,conda-forge/memory_profiler,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,5018386.0,5084172.0,https://anaconda.org/conda-forge/memory_profiler,2025-04-22 14:56:23.864,3947175.0,3.0,,,,,,,,,,,,,,,,,,,,
+125,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2025-03-13 15:39:41.000,2025-01-06 20:58:21,1449.0,,514.0,47.0,596.0,246.0,4278.0,2024-05-06 18:05:06.000,1.5.0,38.0,85.0,125.0,29,True,,detect-secrets,,95.0,,https://pypi.org/project/detect-secrets,2024-05-06 17:46:16.000,95.0,1678635.0,1678635.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+126,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2025-10-20 19:51:45.000,2025-08-05 11:29:51,546.0,1.0,107.0,29.0,370.0,69.0,2722.0,2025-05-17 15:59:40.000,1.3.6,34.0,27.0,39.0,29,True,,notifiers,conda-forge/notifiers,1413.0,1376.0,https://pypi.org/project/notifiers,2025-05-17 15:58:56.000,37.0,527523.0,528561.0,https://anaconda.org/conda-forge/notifiers,2025-05-20 18:12:25.759,60219.0,3.0,,,,,,,,,,,,,,,,,,,,
+127,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2025-04-22 14:56:42.827,2024-10-20 09:52:52,549.0,,127.0,32.0,99.0,146.0,1892.0,2023-03-26 06:25:00.948,6.0.1,56.0,60.0,41.0,29,True,,radon,conda-forge/radon,7165.0,6948.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,217.0,2275890.0,2277589.0,https://anaconda.org/conda-forge/radon,2025-04-22 14:56:42.827,105341.0,2.0,,,,,,,,,,,,,,,,,,,,
+128,pytest-benchmark,ionelmc/pytest-benchmark,testing,pytest fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2025-08-05 15:09:18.000,2025-08-05 15:09:09,1059.0,5.0,123.0,18.0,87.0,91.0,1383.0,2024-10-30 11:51:45.000,5.1.0,46.0,49.0,118.0,29,True,,pytest-benchmark,conda-forge/pytest-benchmark,915.0,,https://pypi.org/project/pytest-benchmark,2024-10-30 11:51:45.000,915.0,5005044.0,5054570.0,https://anaconda.org/conda-forge/pytest-benchmark,2025-04-22 14:56:21.335,2674408.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+129,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 10:08:08,715.0,17.0,33.0,2.0,623.0,66.0,680.0,2025-09-12 15:22:58.000,4.0.1,36.0,20.0,8.0,29,True,,pytest-randomly,conda-forge/pytest-randomly,11759.0,10990.0,https://pypi.org/project/pytest-randomly,2025-09-12 15:22:58.000,769.0,4139913.0,4147097.0,https://anaconda.org/conda-forge/pytest-randomly,2025-04-22 14:58:02.951,344850.0,3.0,,,,,,,,,,,,,,,,,,,,
+130,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2025-08-14 22:00:42.000,2025-08-14 21:59:18,622.0,1.0,85.0,6.0,152.0,149.0,574.0,2025-05-11 04:54:03.000,1.7.7,64.0,39.0,20.0,29,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,4616.0,4311.0,https://pypi.org/project/docformatter,2025-05-11 04:54:03.000,305.0,1337701.0,1342120.0,https://anaconda.org/conda-forge/docformatter,2025-05-11 20:23:47.641,269502.0,3.0,,51.0,,,,,,,,,,,,,,,,,,
+131,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,,253.0,13.0,146.0,83.0,525.0,2025-05-05 20:43:43.000,0.15.1,31.0,37.0,21.0,29,False,,pep8-naming,conda-forge/pep8-naming,59338.0,58502.0,https://pypi.org/project/pep8-naming,2025-05-05 20:43:11.000,836.0,2125193.0,2133131.0,https://anaconda.org/conda-forge/pep8-naming,2025-05-06 21:46:36.863,500126.0,2.0,,,,,,,,,,,,,,,,,,,,
+132,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2025-10-22 14:18:01.000,2025-10-22 14:17:58,691.0,9.0,167.0,29.0,397.0,154.0,337.0,2025-06-24 12:28:53.000,1.9.0,34.0,91.0,127.0,29,False,,numpydoc,conda-forge/numpydoc,3177.0,,https://pypi.org/project/numpydoc,2025-06-24 12:22:53.000,3177.0,1297568.0,1355761.0,https://anaconda.org/conda-forge/numpydoc,2025-06-25 14:22:41.569,3782577.0,3.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+133,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,,599.0,85.0,534.0,170.0,1762.0,2016-11-25 22:13:29.000,4.0.515,36.0,388.0,123.0,28,False,,diamond,,214.0,208.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,6.0,5277.0,5277.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+134,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,,144.0,8.0,130.0,236.0,1183.0,2025-03-20 22:53:51.000,0.11.6,41.0,68.0,106.0,28,True,,pdoc3,anaconda/pdoc3,5439.0,4950.0,https://pypi.org/project/pdoc3,2025-03-20 22:53:51.000,489.0,308603.0,308636.0,https://anaconda.org/anaconda/pdoc3,2025-10-17 12:08:52.752,2389.0,3.0,,,,,,,,,,,,,,,,,,,,
+135,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 06:35:15.000,2025-10-20 23:16:58.000,2025-09-16 01:25:01,696.0,2.0,120.0,13.0,228.0,173.0,614.0,2024-10-10 14:46:36.000,2.6.1,57.0,71.0,68.0,28,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,32113.0,31988.0,https://pypi.org/project/pylint-django,2024-10-10 14:46:36.000,125.0,1569853.0,1575202.0,https://anaconda.org/conda-forge/pylint-django,2025-04-22 14:56:27.135,315325.0,2.0,['pylint'],419.0,,,,,,,,,,,,,,,,,,
+136,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 21:47:18.000,2025-10-23 07:59:45.000,2025-09-24 17:00:00,2038.0,38.0,176.0,49.0,330.0,275.0,594.0,2025-06-11 15:54:50.000,4.1.12,148.0,100.0,120.0,28,False,,zc.buildout,conda-forge/zc.buildout,119.0,,https://pypi.org/project/zc.buildout,2025-09-24 16:59:53.000,119.0,58207.0,59847.0,https://anaconda.org/conda-forge/zc.buildout,2025-04-22 14:58:01.521,80362.0,3.0,,,,,,,,,,,,,,,,,,,,
+137,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2025-04-22 14:57:12.196,2021-10-18 03:34:23,504.0,,42.0,5.0,61.0,95.0,484.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,71.0,28,False,,darglint,conda-forge/darglint,22726.0,22436.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,290.0,805802.0,807573.0,https://anaconda.org/conda-forge/darglint,2025-04-22 14:57:12.196,113358.0,2.0,,,,,,,,,,,,,,,,,,,,
+138,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 15:27:20.000,2025-10-15 12:22:44.579,2025-10-15 11:16:00,614.0,31.0,38.0,5.0,76.0,77.0,293.0,,,45.0,22.0,23.0,28,True,,check-manifest,conda-forge/check-manifest,16852.0,11824.0,https://pypi.org/project/check-manifest,2025-10-15 11:15:46.000,5028.0,560475.0,563315.0,https://anaconda.org/conda-forge/check-manifest,2025-10-15 12:22:44.579,173283.0,2.0,,,,,,,,,,,,,,,,,,,,
+139,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2025-04-22 14:56:37.697,2019-12-22 18:11:19,86.0,,53.0,9.0,37.0,22.0,229.0,2019-12-22 18:12:11.000,1.6.3,11.0,11.0,25.0,28,False,,astunparse,conda-forge/astunparse,168088.0,167405.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,683.0,15848663.0,15903563.0,https://anaconda.org/conda-forge/astunparse,2025-04-22 14:56:37.697,3129337.0,2.0,,,,,,,,,,,,,,,,,,,,
+140,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2025-10-15 09:14:38.000,2025-08-17 06:57:18,389.0,2.0,195.0,7.0,98.0,57.0,183.0,2025-01-29 12:29:23.000,6.1.2,44.0,40.0,2.0,28,True,,flake8-isort,conda-forge/flake8-isort,28944.0,28360.0,https://pypi.org/project/flake8-isort,2025-01-29 12:29:23.000,584.0,1285629.0,1287054.0,https://anaconda.org/conda-forge/flake8-isort,2025-04-22 14:57:15.498,89812.0,2.0,['flake8'],,,,,,,,,,,,,,,,,,,
+141,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 10:39:07.000,2025-10-10 06:35:11.000,2025-10-10 06:35:11,119.0,4.0,37.0,9.0,59.0,38.0,146.0,2024-06-27 20:31:49.000,0.6.0,23.0,11.0,2.0,28,True,,gast,conda-forge/gast,214830.0,214386.0,https://pypi.org/project/gast,2024-06-27 20:31:49.000,444.0,21299308.0,21356886.0,https://anaconda.org/conda-forge/gast,2025-04-22 14:56:50.637,3569881.0,2.0,,,,,,,,,,,,,,,,,,,,
+142,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2025-06-29 22:40:49.000,2025-06-29 22:34:16,438.0,,513.0,161.0,168.0,174.0,10179.0,2025-06-29 22:40:49.000,0.15.3.0,96.0,45.0,169.0,27,True,,gdbgui,,503.0,501.0,https://pypi.org/project/gdbgui,2025-06-29 22:39:12.000,2.0,7318.0,7633.0,,,,3.0,,19847.0,,,,,,,,,,,,,,,,,,
+143,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2024-12-24 01:04:30.000,2024-11-03 22:09:40,6749.0,,248.0,61.0,137.0,236.0,5972.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,335.0,27,True,,pyoxidizer,,157.0,155.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,37626.0,37990.0,,,,3.0,,25163.0,,,,,,,,,,,,,,,,,,
+144,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2018-06-28 14:01:33.000,2025-04-22 14:56:23.864,2018-06-28 13:35:12,500.0,,380.0,4.0,1.0,,4386.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,,27,False,,memory_profiler,conda-forge/memory_profiler,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,5018386.0,5084172.0,https://anaconda.org/conda-forge/memory_profiler,2025-04-22 14:56:23.864,3947186.0,3.0,,,,,,,,,,,,,,,,,,,,
+145,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2024-02-05 04:33:35.000,2021-06-11 17:11:55,4487.0,,1356.0,94.0,3155.0,2374.0,3583.0,2017-05-30 10:07:57.000,0.11.1,731.0,484.0,835.0,27,False,,coala-bears,,19.0,13.0,https://pypi.org/project/coala-bears,2023-12-02 01:06:08.134,6.0,7368.0,7369.0,,,,3.0,,239.0,,,,,,,,,,,,,,,,,,
+146,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000,2020-11-16 01:36:32,316.0,,636.0,155.0,35.0,120.0,2092.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,183.0,27,False,,uiautomator,,318.0,306.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,12.0,116286.0,116286.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+147,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2025-08-28 05:07:16.082,2025-08-23 01:35:18,1442.0,7.0,266.0,85.0,401.0,429.0,1890.0,2025-08-23 02:13:08.000,0.13.17,687.0,39.0,104.0,27,True,,pybuilder,conda-forge/pybuilder,6.0,,https://pypi.org/project/pybuilder,2025-08-23 01:47:17.000,6.0,24144.0,30827.0,https://anaconda.org/conda-forge/pybuilder,2025-08-28 05:07:16.082,314129.0,3.0,,,,,,,,,,,,,,,,,,,,
+148,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,592.0,,https://pypi.org/project/pdbpp,2025-07-18 09:36:01.000,592.0,852811.0,857179.0,https://anaconda.org/conda-forge/pdbpp,2025-07-18 23:31:22.750,222787.0,3.0,,,,,,,,,,,,,,,,,,,,
+149,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2025-06-07 07:19:44.000,2025-06-07 07:19:43,497.0,,89.0,10.0,66.0,56.0,1373.0,2021-12-22 16:55:15.000,1.0.1,18.0,30.0,60.0,27,True,,pympler,conda-forge/pympler,259.0,,https://pypi.org/project/pympler,2024-06-28 19:56:05.000,259.0,3767676.0,3777529.0,https://anaconda.org/conda-forge/pympler,2025-04-22 14:56:33.462,591198.0,3.0,,,,,,,,,,,,,,,,,,,,
+150,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,,104.0,30.0,40.0,160.0,968.0,2025-07-15 22:01:38.000,0.14.0.0,30.0,24.0,24.0,27,True,,py2exe,,2229.0,2218.0,https://pypi.org/project/py2exe,2025-07-16 08:41:54.000,11.0,17897.0,18190.0,,,,3.0,,23214.0,,,,,,,,,,,,,,,,,,
+151,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 15:05:13,670.0,2.0,83.0,12.0,208.0,80.0,946.0,2024-03-13 03:42:45.000,2.3.1,61.0,39.0,43.0,27,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,1003.0,,https://pypi.org/project/autoflake,2024-03-13 03:41:26.000,1003.0,4528406.0,4540318.0,https://anaconda.org/conda-forge/autoflake,2025-07-28 21:36:26.374,631377.0,2.0,,,,,,,,,,,,,,,,,,,,
+152,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2025-04-22 14:56:33.663,2024-03-30 08:11:44,267.0,,103.0,21.0,116.0,89.0,858.0,2019-12-10 01:50:33.000,0.8.1,14.0,35.0,45.0,27,False,,astor,conda-forge/astor,618.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,618.0,13905124.0,14172808.0,https://anaconda.org/conda-forge/astor,2025-04-22 14:56:33.663,2676844.0,3.0,,,,,,,,,,,,,,,,,,,,
+153,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2025-04-22 14:56:42.087,2024-11-12 22:24:34,1157.0,,75.0,22.0,98.0,180.0,797.0,2024-04-18 23:54:19.000,4.0.2,149.0,40.0,7.0,27,True,,green,conda-forge/green,1471.0,1345.0,https://pypi.org/project/green,2024-04-18 23:54:19.000,126.0,19154.0,23524.0,https://anaconda.org/conda-forge/green,2025-04-22 14:56:42.087,275319.0,3.0,,,,,,,,,,,,,,,,,,,,
+154,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,42654.0,42339.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,315.0,2850721.0,2862819.0,https://anaconda.org/conda-forge/pyhamcrest,2025-04-22 14:56:22.885,556546.0,3.0,,,,,,,,,,,,,,,,,,,,
+155,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,,57.0,10.0,51.0,45.0,761.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,47.0,27,False,,pytest-watch,conda-forge/pytest-watch,11733.0,11174.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,559.0,662676.0,665685.0,https://anaconda.org/conda-forge/pytest-watch,2025-10-02 11:05:16.716,183552.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+156,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,1547.0,1428.0,https://pypi.org/project/blacken-docs,2025-09-08 15:33:17.000,119.0,159207.0,160073.0,https://anaconda.org/conda-forge/blacken-docs,2025-09-08 21:36:16.747,54594.0,3.0,,,,,,,,,,,,,,,,,,,,
+157,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 06:52:50.000,2025-10-22 15:08:44.000,2025-10-22 15:08:44,1379.0,47.0,170.0,29.0,665.0,387.0,493.0,2025-08-06 19:47:04.000,3.12.2,39.0,77.0,46.0,27,True,,,constructor,27.0,27.0,,,,,256.0,https://anaconda.org/anaconda/constructor,2025-08-09 09:27:17.319,29459.0,3.0,,289.0,,,,,,,,,,,,,,,,,,
+158,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,68369.0,68158.0,https://pypi.org/project/wasabi,2024-05-31 16:56:16.000,211.0,13573691.0,13600746.0,https://anaconda.org/conda-forge/wasabi,2025-04-22 14:57:01.909,1731557.0,3.0,,,,,,,,,,,,,,,,,,,,
+159,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,6610.0,6398.0,https://pypi.org/project/ddt,2024-02-26 01:36:32.000,212.0,1283692.0,1287594.0,https://anaconda.org/conda-forge/ddt,2025-04-22 14:56:33.025,144376.0,3.0,,,,,,,,,,,,,,,,,,,,
+160,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 19:37:51,193.0,17.0,25.0,6.0,92.0,20.0,269.0,2025-07-30 13:52:14.000,1.8.0,17.0,15.0,3.0,27,True,,pytest-datadir,conda-forge/pytest-datadir,2301.0,2028.0,https://pypi.org/project/pytest-datadir,2025-07-30 13:52:11.000,273.0,662548.0,672546.0,https://anaconda.org/conda-forge/pytest-datadir,2025-07-30 22:39:32.200,359890.0,3.0,['pytest'],71.0,,,,,,,,,,,,,,,,,,
+161,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,,7898.0,7805.0,https://pypi.org/project/hacking,2024-08-16 16:13:46.000,93.0,115609.0,115609.0,,,,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+162,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,24048.0,23614.0,https://pypi.org/project/flake8-quotes,2024-02-10 21:58:22.000,434.0,588267.0,604236.0,https://anaconda.org/conda-forge/flake8-quotes,2025-04-22 14:56:27.787,798469.0,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+163,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,9176.0,8634.0,https://pypi.org/project/flake8-black,2025-09-21 18:56:36.000,542.0,701238.0,708710.0,https://anaconda.org/conda-forge/flake8-black,2025-09-22 00:17:36.193,485731.0,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+164,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2025-08-18 18:03:13.246,2025-08-17 06:40:21,364.0,8.0,25.0,3.0,80.0,49.0,118.0,2025-08-17 06:33:48.000,3.0.0,32.0,21.0,4.0,27,True,,flake8-builtins,conda-forge/flake8-builtins,12075.0,11512.0,https://pypi.org/project/flake8-builtins,2025-08-17 06:33:48.000,563.0,797023.0,807540.0,https://anaconda.org/conda-forge/flake8-builtins,2025-08-18 18:03:13.246,378626.0,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+165,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,,866.0,846.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,20.0,1302.0,1306.0,,,,3.0,,339.0,,,,,,,,,,,,,,,,,,
+166,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2024-06-21 06:45:05.000,2022-08-08 11:25:05,700.0,,100.0,15.0,99.0,96.0,1052.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,64.0,26,False,,pylama,,7124.0,6795.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,329.0,275329.0,275329.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+167,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,MIT,2015-02-02 14:21:10.000,2025-04-22 14:56:46.735,2024-12-22 12:39:02,393.0,,67.0,19.0,87.0,131.0,913.0,2024-12-22 12:48:57.000,2.1.3,93.0,29.0,41.0,26,True,,pytest-testmon,conda-forge/pytest-testmon,1483.0,1454.0,https://pypi.org/project/pytest-testmon,2024-12-22 12:43:10.000,29.0,960631.0,961499.0,https://anaconda.org/conda-forge/pytest-testmon,2025-04-22 14:56:46.735,79931.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+168,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 21:11:31,1154.0,12.0,50.0,11.0,23.0,55.0,849.0,2025-08-22 22:11:39.000,3.9.0,56.0,10.0,47.0,26,True,,hunter,conda-forge/hunter,17.0,,https://pypi.org/project/hunter,2025-08-22 22:11:39.000,17.0,716773.0,720344.0,https://anaconda.org/conda-forge/hunter,2025-07-12 01:44:58.114,182155.0,3.0,,,,,,,,,,,,,,,,,,,,
+169,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,,47.0,4.0,125.0,37.0,644.0,2024-04-07 22:30:44.000,1.7.0,16.0,17.0,32.0,26,False,,interrogate,,9068.0,8682.0,https://pypi.org/project/interrogate,2024-04-07 22:30:44.000,386.0,330777.0,330777.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+170,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,,275.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,275.0,201998.0,201998.0,,,,3.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+171,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,,2402.0,2268.0,https://pypi.org/project/pytest-docker,2025-07-04 07:46:16.000,134.0,753849.0,753852.0,,,,3.0,['pytest'],209.0,,,,,,,,,,,,,,,,,,
+172,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 14:25:24.000,2025-10-21 11:42:21.000,2025-10-21 11:41:32,948.0,40.0,24.0,3.0,580.0,84.0,412.0,2025-10-17 22:29:27.000,0.38.0,56.0,18.0,52.0,26,True,,nitpick,,1388.0,1362.0,https://pypi.org/project/nitpick,2025-10-17 22:29:25.000,26.0,15624.0,15624.0,,,,3.0,['flake8'],12.0,,,,,,,,,,,,,,,,,,
+173,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 16:33:38.000,0.28.8,50.0,31.0,201.0,26,False,,py2app,,5528.0,5503.0,https://pypi.org/project/py2app,2024-05-25 16:31:50.000,25.0,45577.0,45577.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+174,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 12:46:09.000,2025-10-13 22:49:41.000,2025-10-13 22:49:40,322.0,9.0,74.0,8.0,126.0,98.0,278.0,2025-06-24 12:47:38.000,0.19.2,38.0,50.0,9.0,26,True,,flake8-import-order,conda-forge/flake8-import-order,654.0,,https://pypi.org/project/flake8-import-order,2025-06-24 12:47:38.000,654.0,943979.0,953812.0,https://anaconda.org/conda-forge/flake8-import-order,2025-06-26 20:28:26.571,344109.0,3.0,['flake8'],9.0,,,,,,,,,,,,,,,,,,
+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,5340.0,4557.0,https://pypi.org/project/pytest-mypy,2025-04-02 19:31:14.000,783.0,492962.0,494908.0,https://anaconda.org/conda-forge/pytest-mypy,2025-04-22 14:57:21.503,120692.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+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,645.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,645.0,5566434.0,5679111.0,https://anaconda.org/conda-forge/typed-ast,2025-04-22 14:56:42.129,6760627.0,3.0,,,,,,,,,,,,,,,,,,,,
+177,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 01:37:31,925.0,11.0,15.0,6.0,128.0,34.0,214.0,2025-09-08 15:04:38.000,1.3.0,74.0,13.0,22.0,26,True,,xdoctest,conda-forge/xdoctest,238.0,,https://pypi.org/project/xdoctest,2025-09-08 15:02:43.000,238.0,676850.0,681149.0,https://anaconda.org/conda-forge/xdoctest,2025-04-22 14:57:21.967,266253.0,3.0,,262.0,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+178,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,,185.0,54.0,165.0,140.0,4947.0,2023-03-20 14:10:04.829,23.3.0,23.0,51.0,61.0,25,True,,monkeytype,conda-forge/monkeytype,23.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,23.0,155701.0,157210.0,https://anaconda.org/conda-forge/monkeytype,2025-04-22 14:56:45.647,98119.0,2.0,,,,,,,,,,,,,,,,,,,,
+179,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 12:17:56,111.0,9.0,204.0,63.0,61.0,50.0,4677.0,2021-01-29 16:48:55.000,0.3.3,16.0,19.0,34.0,25,True,,better-exceptions,,102.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,102.0,357503.0,357503.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+180,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,480.0,432.0,https://pypi.org/project/stackprinter,2024-03-13 19:36:07.000,48.0,351082.0,351326.0,https://anaconda.org/conda-forge/stackprinter,2025-04-22 14:57:07.280,14677.0,3.0,,,,,,,,,,,,,,,,,,,,
+181,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 04:53:06,906.0,1.0,61.0,22.0,130.0,73.0,1256.0,2023-10-11 03:48:57.000,1.25.0,52.0,24.0,44.0,25,True,,wily,,272.0,270.0,https://pypi.org/project/wily,2023-10-11 03:48:57.000,2.0,20023.0,20023.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+182,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,,72.0,26.0,107.0,48.0,716.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,90.0,25,False,,redbaron,,847.0,759.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,88.0,312558.0,312558.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+183,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,187.0,,https://pypi.org/project/mypy-protobuf,2024-04-01 20:24:40.000,187.0,7172677.0,7175540.0,https://anaconda.org/conda-forge/mypy-protobuf,2025-04-22 14:57:40.275,168943.0,3.0,,,,,,,,,,,,,,,,,,,,
+184,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,,1391.0,1362.0,https://pypi.org/project/mamba,2023-11-09 15:34:22.000,29.0,11831.0,11831.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+185,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,20331.0,20158.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,173.0,663678.0,664137.0,https://anaconda.org/conda-forge/flake8-eradicate,2025-04-22 14:57:50.454,24805.0,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+186,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 04:39:48.000,2025-10-10 02:31:46.000,2025-10-10 02:31:46,192.0,4.0,26.0,2.0,34.0,17.0,215.0,2025-05-18 15:34:29.000,3.0.0,20.0,17.0,8.0,25,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,16889.0,16858.0,https://pypi.org/project/eradicate,2025-05-18 15:34:29.000,31.0,1046359.0,1046707.0,https://anaconda.org/conda-forge/eradicate,2025-05-20 15:34:28.643,18807.0,2.0,,,,,,,,,,,,,,,,,,,,
+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,,51.0,8.0,171.0,23.0,203.0,2021-02-16 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,2009.0,1915.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,94.0,62581.0,62906.0,https://anaconda.org/conda-forge/data-science-types,2025-04-22 14:57:41.763,18876.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,19228.0,19012.0,https://pypi.org/project/flake8-commas,2024-05-16 20:07:44.000,216.0,367728.0,367728.0,,,,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+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,,382.0,75.0,41.0,38.0,4132.0,2025-07-01 16:14:51.000,4.4.10,228.0,16.0,24.0,24,False,,rebound,conda-forge/rebound,41.0,,https://pypi.org/project/rebound,2025-07-01 16:14:51.000,41.0,29991.0,45227.0,https://anaconda.org/conda-forge/rebound,2025-09-23 14:26:36.321,990242.0,3.0,,264.0,,,,,,,,,,,,,,,,,,
+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,,144.0,133.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,11.0,12212.0,12212.0,,,,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,,106.0,27.0,135.0,80.0,1884.0,2024-11-01 19:48:43.000,1.0.8,65.0,43.0,65.0,24,True,,shiv,,16.0,,https://pypi.org/project/shiv,2024-11-01 19:47:45.000,16.0,136847.0,136875.0,,,,3.0,,2124.0,,,,,,,,,,,,,,,,,,
+192,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 22:48:28,402.0,10.0,67.0,22.0,406.0,90.0,691.0,2023-10-26 02:37:12.000,2.1.0,11.0,47.0,48.0,24,False,,fixit,,109.0,98.0,https://pypi.org/project/fixit,2023-10-26 02:37:12.000,11.0,92008.0,92008.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+193,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 21:30:26,125.0,1.0,40.0,7.0,24.0,93.0,595.0,2025-09-10 21:39:03.000,3.2.0,32.0,10.0,22.0,24,True,lukasgeiter/mkdocs-awesome-nav,mkdocs-awesome-pages-plugin,,535.0,319.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2024-12-22 21:13:46.000,216.0,691294.0,691294.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+194,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,3625.0,3330.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,295.0,1282264.0,1289312.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2025-04-22 14:56:34.780,718945.0,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+195,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 14:45:47,562.0,15.0,29.0,6.0,247.0,61.0,368.0,2025-10-10 17:59:24.000,4.0.0,43.0,11.0,,24,True,,add-trailing-comma,,41.0,,https://pypi.org/project/add-trailing-comma,2025-10-10 17:59:24.000,41.0,110711.0,110711.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+196,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,,451.0,446.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,5.0,313014.0,313014.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+197,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,,87.0,31.0,11.0,38.0,2887.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,14.0,23,False,,pretty_errors,conda-forge/pretty_errors,110.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,110.0,137283.0,137796.0,https://anaconda.org/conda-forge/pretty_errors,2025-04-22 14:57:40.153,30324.0,3.0,,,,,,,,,,,,,,,,,,,,
+198,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,19.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,19.0,55886.0,56171.0,https://anaconda.org/conda-forge/bowler,2025-04-22 14:56:57.175,23691.0,3.0,,,,,,,,,,,,,,,,,,,,
+199,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,,39.0,19.0,19.0,31.0,1409.0,2024-10-06 20:31:02.000,0.6.0,16.0,22.0,26.0,23,True,,snoop,conda-forge/snoop,41.0,,https://pypi.org/project/snoop,2024-10-06 20:31:02.000,41.0,80974.0,81203.0,https://anaconda.org/conda-forge/snoop,2025-04-22 14:58:02.750,11014.0,3.0,,,,,,,,,,,,,,,,,,,,
+200,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,,123.0,32.0,93.0,147.0,984.0,2020-07-03 08:11:24.000,2.5.1,22.0,31.0,34.0,23,True,,pynsist,,264.0,250.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,14.0,3860.0,3860.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+201,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,,72.0,14.0,43.0,33.0,868.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,32.0,23,False,,portray,,881.0,859.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,22.0,18909.0,18909.0,,,,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,73.0,,https://pypi.org/project/pytest-virtualenv,2024-11-29 19:33:49.000,73.0,34637.0,37191.0,https://anaconda.org/conda-forge/pytest-shutil,2025-04-22 14:56:53.611,121758.0,3.0,,220.0,,,,,,,,,,,,,,,,,,
+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,,80.0,13.0,52.0,49.0,381.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,92.0,23,False,,mkdocs-with-pdf,,821.0,813.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,8.0,101658.0,101658.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+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,,22.0,5.0,19.0,35.0,257.0,2024-10-21 10:27:51.000,0.9.3,24.0,13.0,5.0,23,True,,xenon,conda-forge/xenon,1683.0,1636.0,https://pypi.org/project/xenon,2024-10-21 10:27:51.000,47.0,257216.0,263252.0,https://anaconda.org/conda-forge/xenon,2025-05-10 18:39:17.052,30184.0,3.0,,,,,,,,,,,,,,,,,,,,
+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 05:33:51,495.0,2.0,21.0,4.0,186.0,108.0,247.0,2025-09-19 04:34:08.000,1.2.1,58.0,16.0,11.0,23,True,hakancelikdev/unimport,unimport,,192.0,152.0,https://pypi.org/project/unimport,2025-09-18 05:14:32.000,40.0,46496.0,46496.0,,,,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,188.0,,https://pypi.org/project/asteval,2025-01-19 21:44:01.000,188.0,2887329.0,2899749.0,https://anaconda.org/conda-forge/asteval,2025-04-22 14:56:28.268,695535.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,109.0,,https://pypi.org/project/flake8-simplify,2025-06-01 11:59:32.000,109.0,277094.0,278169.0,https://anaconda.org/conda-forge/flake8-simplify,2025-06-02 22:44:06.745,62381.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,1297.0,1137.0,https://pypi.org/project/sphinx-markdown-builder,2025-01-19 01:58:19.000,160.0,336164.0,336164.0,,,,3.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+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,1625.0,1603.0,https://pypi.org/project/pytkdocs,2025-03-09 17:32:40.000,22.0,134465.0,137770.0,https://anaconda.org/conda-forge/pytkdocs,2025-04-22 14:57:38.190,198353.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,205.0,52.0,45.0,17.0,2850.0,,,13.0,25.0,43.0,22,True,,pyrasite,,69.0,69.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,,10181.0,10181.0,,,,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,,14.0,14.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,,319.0,319.0,,,,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,,182.0,148.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,34.0,29372.0,29372.0,,,,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,,43.0,42.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,742.0,859.0,,,,3.0,,8695.0,,,,,,,,,,,,,,,,,,
+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,,50.0,9.0,104.0,41.0,1055.0,2023-09-03 16:53:31.000,0.12.2,18.0,14.0,28.0,22,True,,python-devtools,conda-forge/python-devtools,8745.0,8743.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,2.0,3365.0,4215.0,https://anaconda.org/conda-forge/python-devtools,2025-04-22 14:57:50.459,45905.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,349.0,343.0,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,6.0,6520.0,6520.0,,,,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,13.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,13.0,122261.0,122758.0,https://anaconda.org/conda-forge/paver,2025-04-22 14:56:29.275,53225.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,1481.0,1475.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,38267.0,38267.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+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 22:04:22,158.0,1.0,44.0,7.0,54.0,39.0,237.0,2021-07-27 09:00:22.000,0.4.8,18.0,13.0,4.0,22,True,,lazydocs,,453.0,388.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,65.0,21809.0,21809.0,,,,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,751.0,710.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,41.0,24790.0,25420.0,https://anaconda.org/conda-forge/sphinx-releases,2025-04-22 14:56:50.743,56122.0,3.0,['sphinx'],,,,,,,,,,,,,,,,,,,
+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 14:14:31.000,2.8,50.0,15.0,11.0,22,True,,mkdocs-print-site-plugin,,22.0,,https://pypi.org/project/mkdocs-print-site-plugin,2025-08-03 14:15:06.000,22.0,120435.0,120435.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+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 05:36:00,526.0,1.0,427.0,70.0,149.0,262.0,6676.0,2024-07-21 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 15:13:50,418.0,2.0,73.0,39.0,50.0,37.0,1696.0,2025-09-06 15:27:49.000,0.10.0,42.0,10.0,21.0,21,True,,birdseye,,9.0,,https://pypi.org/project/birdseye,2025-09-06 15:27:49.000,9.0,2691.0,2691.0,,,,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,,36.0,36.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,4092.0,4092.0,,,,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,99.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,99.0,593706.0,594291.0,https://anaconda.org/conda-forge/assertpy,2025-04-22 14:56:43.876,36913.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,518.0,481.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,37.0,17600.0,18147.0,https://anaconda.org/conda-forge/pandas-vet,2025-04-22 14:57:04.228,24057.0,3.0,['flake8'],136.0,,,,,,,,,,,,,,,,,,
+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,2993.0,2942.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,51.0,447291.0,448618.0,https://anaconda.org/conda-forge/dodgy,2025-04-22 14:56:26.263,146039.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,210.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,210.0,480606.0,480606.0,,,,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+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,,82.0,80.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,2.0,832.0,832.0,,,,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,,244.0,65.0,116.0,78.0,2198.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,27.0,20,False,,python-taint,,2.0,,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,2.0,2280.0,2281.0,,,,3.0,,145.0,,,,,,,,,,,,,,,,,,
+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,,25.0,8.0,46.0,17.0,393.0,2024-07-04 16:25:34.000,1.8.1,24.0,11.0,9.0,20,False,,manhole,conda-forge/manhole,6.0,,https://pypi.org/project/manhole,2024-07-04 16:25:34.000,6.0,731930.0,733032.0,https://anaconda.org/conda-forge/manhole,2025-04-22 14:57:57.761,56208.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,93.0,,https://pypi.org/project/dlint,2024-10-31 12:39:01.000,93.0,91850.0,92090.0,https://anaconda.org/conda-forge/dlint,2025-04-22 14:58:04.693,11310.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,57.0,54.0,https://pypi.org/project/massedit,2025-09-21 21:30:16.000,3.0,2441.0,2441.0,,,,3.0,,33.0,,,,,,,,,,,,,,,,,,
+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,1516.0,1445.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,71.0,159899.0,159958.0,https://anaconda.org/conda-forge/unify,2025-04-22 14:57:56.214,3108.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,2951.0,2910.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,41.0,129303.0,129303.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+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 12:12:05,796.0,1.0,117.0,40.0,67.0,69.0,5786.0,2024-04-06 23:52:28.000,0.8.14,90.0,27.0,30.0,19,True,,xxh-xxh,,,,https://pypi.org/project/xxh-xxh,2024-04-06 23:52:28.000,,383.0,450.0,,,,3.0,,4618.0,,,,,,,,,,,,,,,,,,
+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,75.0,72.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,553.0,666.0,https://anaconda.org/conda-forge/heartrate,2025-04-22 14:57:56.114,5908.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,37.0,34.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,3.0,1307.0,1307.0,,,,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,,18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,10312.0,10313.0,,,,3.0,['flake8'],97.0,,,,,,,,,,,,,,,,,,
+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,,98.0,96.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,18522.0,18522.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+240,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,,1814.0,1759.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,55.0,50242.0,50242.0,,,,3.0,['flake8'],,,,,,,,,,,,,,,,,,,
+241,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,,59.0,22.0,33.0,120.0,2984.0,2024-05-22 15:28:18.000,1.5.1,50.0,3.0,34.0,18,False,,reloadium,,,,https://pypi.org/project/reloadium,2024-05-22 15:28:18.000,,3507.0,3507.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+242,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,,32.0,32.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,,251.0,251.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+243,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,,46.0,9.0,8.0,9.0,842.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,7.0,18,False,,py-heat,,86.0,80.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,5557.0,5557.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+244,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 00:58:19.000,16.1.0,72.0,24.0,11.0,18,False,,pip-run,,97.0,87.0,https://pypi.org/project/pip-run,2025-05-30 00:58:13.000,10.0,7998.0,7998.0,,,,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,,14.0,,https://pypi.org/project/autoimport,2024-10-01 16:15:26.000,14.0,11000.0,11000.0,,,,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,,1917.0,1909.0,https://pypi.org/project/pyformat,2024-01-01 00:20:50.000,8.0,5299.0,5299.0,,,,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,8260.0,8254.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,6.0,162670.0,164621.0,https://anaconda.org/conda-forge/pylint-flask,2025-04-22 14:56:27.130,214660.0,3.0,['pylint'],,,,,,,,,,,,,,,,,,,
+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,,106.0,103.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,3.0,20666.0,20666.0,,,,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,,51.0,50.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,1431.0,1431.0,,,,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,,19.0,15.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,4.0,87.0,87.0,,,,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,,131.0,130.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,1.0,4562.0,4562.0,,,,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 19:23:22,154.0,1.0,458.0,71.0,64.0,79.0,4080.0,,,,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,,185.0,39.0,155.0,173.0,1626.0,,,,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,,17.0,17.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,2609.0,2609.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+255,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,,10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,438.0,438.0,,,,3.0,['pytest'],,,,,,,,,,,,,,,,,,,
+256,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,,127.0,127.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,5702.0,5702.0,,,,3.0,['mkdocs'],,,,,,,,,,,,,,,,,,,
+257,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 15:14:21.000,1.2.0,11.0,3.0,7.0,15,True,,cohesion,conda-forge/cohesion,13.0,,https://pypi.org/project/cohesion,2024-12-09 15:14:21.000,13.0,7797.0,7909.0,https://anaconda.org/conda-forge/cohesion,2025-04-22 14:58:04.676,5284.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,66.0,66.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,,91.0,91.0,,,,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,,66.0,56.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,1513.0,1513.0,,,,3.0,"['flake8', 'pylint']",,,,,,,,,,,,,,,,,,,
+260,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2025-04-22 14:56:45.636,2022-08-14 07:12:06,109.0,,19.0,5.0,28.0,15.0,144.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,1.0,14,False,,retype,conda-forge/retype,4.0,,https://pypi.org/project/retype,2022-08-14 07:10:00.969,4.0,6286.0,6963.0,https://anaconda.org/conda-forge/retype,2025-04-22 14:56:45.636,40678.0,3.0,,,,,,,,,,,,,,,,,,,,
+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,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,203.0,203.0,,,,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,,7.0,,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,239.0,239.0,,,,3.0,,23.0,,,,,,,,,,,,,,,,,,
+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,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 21:28:09.190,3.0.2,43.0,3.0,2.0,13,False,,freshenv,raiyanyahya/freshenv,2.0,2.0,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,211.0,211.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,,,
+265,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,,166.0,73.0,4.0,15.0,2558.0,,,,3.0,11.0,12,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+266,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000,2022-12-13 04:09:02,54.0,,27.0,16.0,61.0,1.0,185.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,9.0,12,False,,linty-fresh,,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,50.0,50.0,,,,3.0,"['flake8', 'mypy']",,,,,,,,,,,,,,,,,,,
+267,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2023-06-06 05:02:28.000,2023-06-06 05:02:21,291.0,,3.0,3.0,6.0,,44.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,6.0,11,False,,pyship,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,,68.0,68.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index b94a746..4a952ce 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,19 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
-- hypothesis (π₯42 Β· β 8.1K Β· π) - The property-based testing library for Python. MPL-2.0
-- setuptools_scm (π₯40 Β· β 920 Β· π) - the blessed package to manage your versions by scm tags. MIT
-- Nuitka (π₯39 Β· β 14K Β· π) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2
-- invoke (π₯38 Β· β 4.6K Β· π) - Pythonic task management & command execution. BSD-2
-- check-manifest (π₯28 Β· β 290 Β· π) - Tool to check the completeness of MANIFEST.in for Python.. MIT
+- 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
## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- xonsh (π₯35 Β· β 9K Β· π) - Python-powered shell. Full-featured and cross-platform. βοΈBSD-1-Clause
-- bandit (π₯35 Β· β 7.4K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
-- rope (π₯34 Β· β 2.1K Β· π) - a python refactoring library. βοΈLGPL-3.0
-- pyflakes (π₯33 Β· β 1.4K Β· π) - A simple program which checks Python source files for errors. MIT
-- pytest-randomly (π₯29 Β· β 680 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
+- tox (π₯39 Β· β 3.8K Β· π) - Command line driven CI frontend and development task automation tool. 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