diff --git a/README.md b/README.md
index 9c1cb8c..a93a8c3 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 270 awesome open-source projects with a total of 870K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
+This curated list contains 270 awesome open-source projects with a total of 900K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
---
@@ -79,7 +79,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pylint (🥇43 · ⭐ 4.8K) - Its not just a linter that annoys you!. ❗️GPL-2.0
-- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 540 · 🔀 990 · 📦 380K · 📋 5.1K - 15% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 540 · 🔀 990 · 📦 380K · 📋 5.1K - 15% open · ⏱️ 19.09.2023):
```
git clone https://github.com/PyCQA/pylint
@@ -95,44 +95,40 @@ This curated list contains 270 awesome open-source projects with a total of 870K
ruff (🥇42 · ⭐ 18K) - An extremely fast Python linter, written in Rust. MIT
-- [GitHub](https://github.com/astral-sh/ruff) (👨💻 260 · 🔀 550 · 📥 59K · 📦 16K · 📋 2.8K - 18% open · ⏱️ 14.09.2023):
+- [GitHub](https://github.com/astral-sh/ruff) (👨💻 260 · 🔀 550 · 📥 62K · 📦 17K · 📋 2.8K - 17% open · ⏱️ 21.09.2023):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (📥 5.3M / month):
+- [PyPi](https://pypi.org/project/ruff) (📥 5.5M / month):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (📥 340K · ⏱️ 13.09.2023):
+- [Conda](https://anaconda.org/conda-forge/ruff) (📥 350K · ⏱️ 16.09.2023):
```
conda install -c conda-forge ruff
```
pycodestyle (🥇38 · ⭐ 4.9K · 📈) - Simple Python style checker in one Python file. MIT
+wemake-python-styleguide (🥇36 · ⭐ 2.3K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 130 · 🔀 740 · 📦 13 · 📋 720 - 15% open · ⏱️ 01.08.2023):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 180 · 🔀 370 · 📦 15K · 📋 1.1K - 10% open · ⏱️ 21.09.2023):
```
- git clone https://github.com/PyCQA/pycodestyle
+ git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/pycodestyle) (📥 32M / month · 📦 12K · ⏱️ 29.07.2023):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 170K / month · 📦 47 · ⏱️ 19.01.2020):
```
- pip install pycodestyle
- ```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 6.9M · ⏱️ 30.07.2023):
- ```
- conda install -c conda-forge pycodestyle
+ pip install wemake-python-styleguide
```
pyflakes (🥇37 · ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT
+pyflakes (🥈35 · ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 84 · 🔀 170 · 📦 240K · 📋 510 - 10% open · ⏱️ 31.07.2023):
+- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 84 · 🔀 160 · 📦 240K · 📋 490 - 7% open · ⏱️ 31.07.2023):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (📥 25M / month · 📦 14K · ⏱️ 29.07.2023):
+- [PyPi](https://pypi.org/project/pyflakes) (📥 25M / month):
```
pip install pyflakes
```
@@ -141,58 +137,46 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pyflakes
```
wemake-python-styleguide (🥈36 · ⭐ 2.3K) - The strictest and most opinionated python linter ever!. MIT
-
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 180 · 🔀 370 · 📦 15K · 📋 1.1K - 10% open · ⏱️ 13.09.2023):
-
- ```
- git clone https://github.com/wemake-services/wemake-python-styleguide
- ```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 190K / month · 📦 47 · ⏱️ 19.01.2020):
- ```
- pip install wemake-python-styleguide
- ```
-flake8-bugbear (🥈32 · ⭐ 970) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 77 · 🔀 95 · 📦 34K · 📋 200 - 25% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 77 · 🔀 97 · 📦 34K · 📋 200 - 25% open · ⏱️ 16.09.2023):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 2.1M / month · 📦 410 · ⏱️ 10.07.2023):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 2.1M / month · 📦 440 · ⏱️ 16.09.2023):
```
pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 730K · ⏱️ 17.07.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 740K · ⏱️ 18.09.2023):
```
conda install -c conda-forge flake8-bugbear
```
parso (🥈32 · ⭐ 560 · 📈) - A Python Parser. MIT
+pycodestyle (🥈31 · ⭐ 4.9K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
-- [GitHub](https://github.com/davidhalter/parso) (👨💻 46 · 🔀 94 · 📦 340K · 📋 110 - 8% open · ⏱️ 18.06.2023):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 130 · 🔀 670 · 📦 13 · 📋 700 - 12% open · ⏱️ 19.09.2023):
```
- git clone https://github.com/davidhalter/parso
+ git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/parso) (📥 22M / month · 📦 6K · ⏱️ 30.11.2021):
+- [PyPi](https://pypi.org/project/pycodestyle) (📥 32M / month):
```
- pip install parso
+ pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/parso) (📥 16M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 6.9M · ⏱️ 30.07.2023):
```
- conda install -c conda-forge parso
+ conda install -c conda-forge pycodestyle
```
pydocstyle (🥈31 · ⭐ 1.1K) - docstring style checker. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (👨💻 90 · 🔀 190 · 📥 69 · 📦 58K · 📋 350 - 34% open · ⏱️ 04.08.2023):
+- [GitHub](https://github.com/PyCQA/pydocstyle) (👨💻 90 · 🔀 190 · 📥 69 · 📦 59K · 📋 350 - 34% open · ⏱️ 04.08.2023):
```
git clone https://github.com/PyCQA/pydocstyle
```
-- [PyPi](https://pypi.org/project/pydocstyle) (📥 3.3M / month · 📦 2.7K · ⏱️ 17.01.2023):
+- [PyPi](https://pypi.org/project/pydocstyle) (📥 3.5M / month · 📦 2.7K · ⏱️ 17.01.2023):
```
pip install pydocstyle
```
@@ -201,6 +185,38 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pydocstyle
```
flake8-isort (🥈30 · ⭐ 150) - flake8 plugin that integrates isort. ❗️GPL-2.0
+
+- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 37 · 🔀 95 · 📦 24K · 📋 58 - 15% open · ⏱️ 15.09.2023):
+
+ ```
+ git clone https://github.com/gforcada/flake8-isort
+ ```
+- [PyPi](https://pypi.org/project/flake8-isort) (📥 1.1M / month · 📦 730 · ⏱️ 15.09.2023):
+ ```
+ pip install flake8-isort
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 49K · ⏱️ 16.09.2023):
+ ```
+ conda install -c conda-forge flake8-isort
+ ```
+beartype (🥈29 · ⭐ 2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in pure.. MIT
+
+- [GitHub](https://github.com/beartype/beartype) (👨💻 17 · 🔀 39 · 📋 220 - 22% open · ⏱️ 21.09.2023):
+
+ ```
+ git clone https://github.com/beartype/beartype
+ ```
+- [PyPi](https://pypi.org/project/beartype) (📥 980K / month · 📦 150 · ⏱️ 19.09.2023):
+ ```
+ pip install beartype
+ ```
+- [Conda](https://anaconda.org/conda-forge/beartype) (📥 64K · ⏱️ 19.09.2023):
+ ```
+ conda install -c conda-forge beartype
+ ```
+pylint-django (🥈28 · ⭐ 560) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0 
- [GitHub](https://github.com/pylint-dev/pylint-django) (👨💻 68 · 🔀 120 · 📥 280 · 📦 27K · 📋 220 - 24% open · ⏱️ 12.09.2023):
@@ -212,7 +228,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install pylint-django
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 160K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 170K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pylint-django
```
@@ -224,63 +240,35 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (📥 66K / month · 📦 4.4K · ⏱️ 27.04.2023):
+- [PyPi](https://pypi.org/project/hacking) (📥 71K / month · 📦 4.4K · ⏱️ 27.04.2023):
```
pip install hacking
```
flake8-isort (🥈27 · ⭐ 150 · 💤) - flake8 plugin that integrates isort. ❗️GPL-2.0
+flake8-eradicate (🥈27 · ⭐ 300) - Flake8 plugin to find commented out or dead code. MIT
-- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 37 · 🔀 93 · 📦 24K · 📋 57 - 15% open · ⏱️ 22.12.2022):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨💻 16 · 🔀 14 · 📦 17K · 📋 49 - 38% open · ⏱️ 31.05.2023):
```
- git clone https://github.com/gforcada/flake8-isort
+ git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-isort) (📥 1.1M / month):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 590K / month · 📦 110 · ⏱️ 11.08.2022):
```
- pip install flake8-isort
+ pip install flake8-eradicate
```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 48K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (📥 12K · ⏱️ 01.06.2023):
```
- conda install -c conda-forge flake8-isort
+ conda install -c conda-forge flake8-eradicate
```
beartype (🥈26 · ⭐ 2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in pure.. MIT
+flake8-quotes (🥈27 · ⭐ 170 · 💤) - Flake8 extension for checking quotes in python. MIT
-- [GitHub](https://github.com/beartype/beartype) (👨💻 17 · 🔀 38 · 📋 220 - 21% open · ⏱️ 14.09.2023):
-
- ```
- git clone https://github.com/beartype/beartype
- ```
-- [PyPi](https://pypi.org/project/beartype) (📥 920K / month):
- ```
- pip install beartype
- ```
-- [Conda](https://anaconda.org/conda-forge/beartype) (📥 63K · ⏱️ 09.08.2023):
- ```
- conda install -c conda-forge beartype
- ```
-nitpick (🥈26 · ⭐ 360) - Enforce the same settings on multiple projects. MIT
-
-- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 16 · 🔀 21 · 📥 5 · 📦 1.3K · 📋 120 - 35% open · ⏱️ 25.08.2023):
-
- ```
- git clone https://github.com/andreoliwa/nitpick
- ```
-- [PyPi](https://pypi.org/project/nitpick) (📥 53K / month):
- ```
- pip install nitpick
- ```
-flake8-quotes (🥈26 · ⭐ 170 · 💤) - Flake8 extension for checking quotes in python. MIT
-
-- [GitHub](https://github.com/zheller/flake8-quotes) (👨💻 32 · 🔀 32 · 📦 19K · 📋 50 - 12% open · ⏱️ 19.12.2022):
+- [GitHub](https://github.com/zheller/flake8-quotes) (👨💻 32 · 🔀 37 · 📦 20K · 📋 50 - 12% open · ⏱️ 19.12.2022):
```
git clone https://github.com/zheller/flake8-quotes
```
-- [PyPi](https://pypi.org/project/flake8-quotes) (📥 740K / month):
+- [PyPi](https://pypi.org/project/flake8-quotes) (📥 720K / month · 📦 910 · ⏱️ 19.12.2022):
```
pip install flake8-quotes
```
@@ -289,14 +277,26 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-quotes
```
pandas-vet (🥈26 · ⭐ 160) - A plugin for Flake8 that checks pandas code. MIT
+nitpick (🥉26 · ⭐ 360) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/deppen8/pandas-vet) (👨💻 14 · 🔀 17 · 📥 71 · 📦 400 · 📋 51 - 19% open · ⏱️ 11.08.2023):
+- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 16 · 🔀 21 · 📥 5 · 📦 1.3K · 📋 120 - 36% open · ⏱️ 25.08.2023):
+
+ ```
+ git clone https://github.com/andreoliwa/nitpick
+ ```
+- [PyPi](https://pypi.org/project/nitpick) (📥 30K / month · 📦 12 · ⏱️ 19.08.2023):
+ ```
+ pip install nitpick
+ ```
+pandas-vet (🥉26 · ⭐ 160) - A plugin for Flake8 that checks pandas code. MIT
+
+- [GitHub](https://github.com/deppen8/pandas-vet) (👨💻 14 · 🔀 18 · 📥 71 · 📦 400 · 📋 52 - 21% open · ⏱️ 11.08.2023):
```
git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/pandas-vet) (📥 79K / month):
+- [PyPi](https://pypi.org/project/pandas-vet) (📥 79K / month · 📦 18 · ⏱️ 11.08.2023):
```
pip install pandas-vet
```
@@ -305,22 +305,6 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pandas-vet
```
flake8-eradicate (🥉25 · ⭐ 300) - Flake8 plugin to find commented out or dead code. MIT
-
-- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨💻 15 · 🔀 12 · 📦 17K · 📋 39 - 23% open · ⏱️ 31.05.2023):
-
- ```
- git clone https://github.com/wemake-services/flake8-eradicate
- ```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 600K / month):
- ```
- pip install flake8-eradicate
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (📥 12K · ⏱️ 01.06.2023):
- ```
- conda install -c conda-forge flake8-eradicate
- ```
-check-manifest (🥉25 · ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
- [GitHub](https://github.com/mgedmin/check-manifest) (👨💻 22 · 🔀 39 · 📦 9.5K · 📋 96 - 20% open · ⏱️ 07.09.2023):
@@ -328,7 +312,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (📥 200K / month · 📦 3.1K · ⏱️ 05.12.2022):
+- [PyPi](https://pypi.org/project/check-manifest) (📥 190K / month · 📦 3.1K · ⏱️ 05.12.2022):
```
pip install check-manifest
```
@@ -337,30 +321,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge check-manifest
```
flake8-import-order (🥉24 · ⭐ 270) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
+flake8-black (🥉25 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 46 · 🔀 71 · 📋 100 - 11% open · ⏱️ 13.09.2023):
-
- ```
- git clone https://github.com/PyCQA/flake8-import-order
- ```
-- [PyPi](https://pypi.org/project/flake8-import-order) (📥 390K / month · 📦 1.2K · ⏱️ 26.11.2022):
- ```
- pip install flake8-import-order
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 240K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge flake8-import-order
- ```
-flake8-black (🥉24 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT
-
-- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 10 · 📦 7.1K · 📋 29 - 20% open · ⏱️ 04.09.2023):
+- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 11 · 📦 7.2K · 📋 29 - 20% open · ⏱️ 04.09.2023):
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (📥 940K / month):
+- [PyPi](https://pypi.org/project/flake8-black) (📥 970K / month · 📦 260 · ⏱️ 20.12.2022):
```
pip install flake8-black
```
@@ -369,14 +337,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-black
```
flake8-builtins (🥉23 · ⭐ 100 · 💤) - Check for python builtins being used as variables or.. ❗️GPL-2.0
+flake8-builtins (🥉25 · ⭐ 100) - Check for python builtins being used as variables or.. ❗️GPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 17 · 🔀 20 · 📦 9.6K · 📋 43 - 2% open · ⏱️ 22.12.2022):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 17 · 🔀 21 · 📦 9.6K · 📋 44 - 4% open · ⏱️ 16.09.2023):
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (📥 620K / month):
+- [PyPi](https://pypi.org/project/flake8-builtins) (📥 630K / month · 📦 500 · ⏱️ 22.12.2022):
```
pip install flake8-builtins
```
@@ -385,6 +353,22 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-builtins
```
flake8-import-order (🥉24 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
+
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 46 · 🔀 71 · 📋 100 - 11% open · ⏱️ 13.09.2023):
+
+ ```
+ git clone https://github.com/PyCQA/flake8-import-order
+ ```
+- [PyPi](https://pypi.org/project/flake8-import-order) (📥 400K / month · 📦 1.2K · ⏱️ 26.11.2022):
+ ```
+ pip install flake8-import-order
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 240K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge flake8-import-order
+ ```
+mypy-protobuf (🥉21 · ⭐ 580) - open source tools to generate mypy stubs from protobufs. Apache-2
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 37 · 🔀 71 · 📋 120 - 10% open · ⏱️ 03.08.2023):
@@ -392,7 +376,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 1.5M / month):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 1.6M / month):
```
pip install mypy-protobuf
```
@@ -403,12 +387,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
flake8-comprehensions (🥉21 · ⭐ 450) - A flake8 plugin to help you write better.. MIT
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 15 · 🔀 21 · 📋 54 - 5% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 15 · 🔀 21 · 📋 54 - 5% open · ⏱️ 19.09.2023):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.1M / month):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1M / month):
```
pip install flake8-comprehensions
```
@@ -417,26 +401,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-comprehensions
```
bellybutton (🥉18 · ⭐ 260) - Custom Python linting through AST expressions. MIT
+flake8-simplify (🥉21 · ⭐ 160) - A flake8 plugin that helps you to simplify code. MIT
-- [GitHub](https://github.com/hchasestevens/bellybutton) (👨💻 6 · 🔀 15 · 📦 40 · 📋 17 - 64% open · ⏱️ 27.07.2023):
-
- ```
- git clone https://github.com/hchasestevens/bellybutton
- ```
-- [PyPi](https://pypi.org/project/bellybutton) (📥 15K / month · 📦 1 · ⏱️ 27.07.2023):
- ```
- pip install bellybutton
- ```
-flake8-simplify (🥉18 · ⭐ 160) - A flake8 plugin that helps you to simplify code. MIT
-
-- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 12 · 🔀 18 · 📋 120 - 39% open · ⏱️ 30.03.2023):
+- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 13 · 🔀 20 · 📋 120 - 40% open · ⏱️ 30.03.2023):
```
git clone https://github.com/MartinThoma/flake8-simplify
```
-- [PyPi](https://pypi.org/project/flake8-simplify) (📥 300K / month):
+- [PyPi](https://pypi.org/project/flake8-simplify) (📥 280K / month · 📦 27 · ⏱️ 03.06.2023):
```
pip install flake8-simplify
```
@@ -445,35 +417,59 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-simplify
```
imhotep (🥉16 · ⭐ 220) - A static-analysis bot for Github. MIT
+bellybutton (🥉18 · ⭐ 260) - Custom Python linting through AST expressions. MIT
+
+- [GitHub](https://github.com/hchasestevens/bellybutton) (👨💻 6 · 🔀 15 · 📦 41 · 📋 17 - 64% open · ⏱️ 27.07.2023):
+
+ ```
+ git clone https://github.com/hchasestevens/bellybutton
+ ```
+- [PyPi](https://pypi.org/project/bellybutton) (📥 16K / month · 📦 1 · ⏱️ 27.07.2023):
+ ```
+ pip install bellybutton
+ ```
+imhotep (🥉17 · ⭐ 220) - A static-analysis bot for Github. MIT
- [GitHub](https://github.com/justinabrahms/imhotep) (👨💻 17 · 🔀 36 · 📦 11 · 📋 46 - 43% open · ⏱️ 17.06.2023):
```
git clone https://github.com/justinabrahms/imhotep
```
-- [PyPi](https://pypi.org/project/imhotep) (📥 38 / month · 📦 6 · ⏱️ 20.02.2022):
+- [PyPi](https://pypi.org/project/imhotep) (📥 39 / month · 📦 6 · ⏱️ 20.02.2022):
```
pip install imhotep
```
linty_fresh (🥉12 · ⭐ 180 · 💤) - Surface lint errors during code review. Apache-2 mypy
+
+- [GitHub](https://github.com/lyft/linty_fresh) (👨💻 18 · 🔀 21 · 📋 9 - 88% open · ⏱️ 13.12.2022):
+
+ ```
+ git clone https://github.com/lyft/linty_fresh
+ ```
+- [PyPi](https://pypi.org/project/linty-fresh) (📥 26 / month · ⏱️ 12.12.2018):
+ ```
+ pip install linty-fresh
+ ```
+Show 15 hidden projects...
- flake8 (🥇37 · ⭐ 3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. ❗Unlicensed
-- coala (🥈28 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
+- parso (🥈30 · ⭐ 560) - A Python Parser. ❗Unlicensed
+- coala (🥈27 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
- pep8-naming (🥈27 · ⭐ 470) - Naming Convention checker for Python. ❗️Saxpath
-- pylama (🥈26 · ⭐ 1K · 💀) - Code audit tool for python. MIT
-- darglint (🥈26 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
+- darglint (🥉26 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
- data-science-types (🥉25 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+- pylama (🥉24 · ⭐ 1K · 💀) - Code audit tool for python. MIT
+- flake8-commas (🥉24 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python. MIT ❗Unlicensed
-- flake8-commas (🥉20 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in.. ❗Unlicensed MIT ❗️GPL-2.0 MIT MIT MIT MIT
- yala (🥉15 · ⭐ 14 · 💤) - Yet Another Linter Aggregator. MIT MIT
-- linty_fresh (🥉9 · ⭐ 180 · 💤) - Surface lint errors during code review. Apache-2 mypy
@@ -481,35 +477,65 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-pyright (🥈37 · ⭐ 11K) - Static Type Checker for Python. MIT
+mypy (🥇46 · ⭐ 16K) - Optional static typing for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (👨💻 97 · 🔀 1.1K · 📥 870 · 📦 610 · 📋 4.5K - 0% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/python/mypy) (👨💻 670 · 🔀 2.7K · 📦 210K · 📋 9.7K - 25% open · ⏱️ 20.09.2023):
+
+ ```
+ git clone https://github.com/python/mypy
+ ```
+- [PyPi](https://pypi.org/project/mypy) (📥 19M / month · 📦 9.1K · ⏱️ 16.08.2023):
+ ```
+ pip install mypy
+ ```
+- [Conda](https://anaconda.org/conda-forge/mypy) (📥 3.4M · ⏱️ 16.08.2023):
+ ```
+ conda install -c conda-forge mypy
+ ```
+pyright (🥈38 · ⭐ 11K) - Static Type Checker for Python. MIT
+
+- [GitHub](https://github.com/microsoft/pyright) (👨💻 97 · 🔀 1.1K · 📥 900 · 📦 610 · 📋 4.5K - 0% open · ⏱️ 21.09.2023):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (📥 660K / month):
+- [npm](https://www.npmjs.com/package/pyright) (📥 560K / month · 📦 12 · ⏱️ 20.09.2023):
```
npm install pyright
```
pyre-check (🥉33 · ⭐ 6.5K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (👨💻 250 · 🔀 400 · 📦 13 · 📋 370 - 31% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/facebook/pyre-check) (👨💻 250 · 🔀 400 · 📦 13 · 📋 370 - 31% open · ⏱️ 21.09.2023):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (📥 68K / month):
+- [PyPi](https://pypi.org/project/pyre-check) (📥 67K / month):
```
pip install pyre-check
```
Show 3 hidden projects...
+pytype (🥉32 · ⭐ 4.3K · 📈) - A static type analyzer for Python code. Apache-2
+
+- [GitHub](https://github.com/google/pytype) (👨💻 96 · 🔀 280 · 📋 650 - 21% open · ⏱️ 20.09.2023):
+
+ ```
+ git clone https://github.com/google/pytype
+ ```
+- [PyPi](https://pypi.org/project/pytype) (📥 390K / month · 📦 150 · ⏱️ 19.09.2023):
+ ```
+ pip install pytype
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytype) (📥 170K · ⏱️ 12.09.2023):
+ ```
+ conda install -c conda-forge pytype
+ ```
+Show 1 hidden projects...
-- mypy (🥇42 · ⭐ 16K) - Optional static typing for Python. ❗Unlicensed
- typeguard (🥉34 · ⭐ 1.3K) - Run-time type checker for Python. ❗Unlicensed
-- pytype (🥉25 · ⭐ 4.3K) - A static type analyzer for Python code. ❗Unlicensed
@@ -519,7 +545,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
black (🥇46 · ⭐ 34K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (👨💻 400 · 🔀 2.1K · 📥 49K · 📦 410K · 📋 2.4K - 15% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/psf/black) (👨💻 400 · 🔀 2.1K · 📥 49K · 📦 420K · 📋 2.4K - 15% open · ⏱️ 18.09.2023):
```
git clone https://github.com/psf/black
@@ -528,19 +554,19 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install black
```
-- [Conda](https://anaconda.org/conda-forge/black) (📥 8.1M · ⏱️ 11.09.2023):
+- [Conda](https://anaconda.org/conda-forge/black) (📥 8.2M · ⏱️ 11.09.2023):
```
conda install -c conda-forge black
```
yapf (🥈41 · ⭐ 13K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (👨💻 150 · 🔀 900 · 📦 83K · 📋 810 - 44% open · ⏱️ 04.09.2023):
+- [GitHub](https://github.com/google/yapf) (👨💻 150 · 🔀 900 · 📦 83K · 📋 810 - 44% open · ⏱️ 19.09.2023):
```
git clone https://github.com/google/yapf
```
-- [PyPi](https://pypi.org/project/yapf) (📥 4.9M / month · 📦 2.3K · ⏱️ 20.06.2023):
+- [PyPi](https://pypi.org/project/yapf) (📥 5M / month · 📦 2.3K · ⏱️ 20.06.2023):
```
pip install yapf
```
@@ -551,7 +577,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
isort (🥈40 · ⭐ 6K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (👨💻 290 · 🔀 540 · 📦 410K · 📋 1.2K - 14% open · ⏱️ 20.08.2023):
+- [GitHub](https://github.com/PyCQA/isort) (👨💻 290 · 🔀 540 · 📦 420K · 📋 1.2K - 14% open · ⏱️ 20.08.2023):
```
git clone https://github.com/PyCQA/isort
@@ -560,7 +586,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (📥 5.2M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/isort) (📥 5.3M · ⏱️ 16.06.2023):
```
conda install -c conda-forge isort
```
@@ -572,7 +598,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (📥 3.6M / month · 📦 5.9K · ⏱️ 26.08.2023):
+- [PyPi](https://pypi.org/project/autopep8) (📥 3.8M / month · 📦 5.9K · ⏱️ 26.08.2023):
```
pip install autopep8
```
@@ -581,37 +607,37 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge autopep8
```
docformatter (🥉28 · ⭐ 450) - Formats docstrings to follow PEP 257. MIT
+docformatter (🥉28 · ⭐ 460) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/PyCQA/docformatter) (👨💻 29 · 🔀 55 · 📥 8 · 📦 3.1K · 📋 140 - 9% open · ⏱️ 10.08.2023):
+- [GitHub](https://github.com/PyCQA/docformatter) (👨💻 29 · 🔀 57 · 📥 8 · 📦 3.1K · 📋 140 - 9% open · ⏱️ 10.08.2023):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (📥 290K / month):
+- [PyPi](https://pypi.org/project/docformatter) (📥 300K / month · 📦 150 · ⏱️ 12.07.2023):
```
pip install docformatter
```
-- [Conda](https://anaconda.org/conda-forge/docformatter) (📥 91K · ⏱️ 18.07.2023):
+- [Conda](https://anaconda.org/conda-forge/docformatter) (📥 92K · ⏱️ 18.07.2023):
```
conda install -c conda-forge docformatter
```
autoimport (🥉15 · ⭐ 79) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
+autoimport (🥉18 · ⭐ 79) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
-- [GitHub](https://github.com/lyz-code/autoimport) (👨💻 14 · 🔀 17 · 📦 120 · 📋 42 - 23% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/lyz-code/autoimport) (👨💻 14 · 🔀 21 · 📦 120 · 📋 42 - 23% open · ⏱️ 28.08.2023):
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (📥 3.1K / month):
+- [PyPi](https://pypi.org/project/autoimport) (📥 3.3K / month · 📦 6 · ⏱️ 08.02.2023):
```
pip install autoimport
```
Show 1 hidden projects...
-- pyformat (🥉16 · ⭐ 94 · 💀) - Formats Python code to follow a consistent style. ❗Unlicensed
+- pyformat (🥉19 · ⭐ 94 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath
@@ -619,30 +645,46 @@ This curated list contains 270 awesome open-source projects with a total of 870K
+pyupgrade (🥇33 · ⭐ 2.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+
+- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 34 · 🔀 160 · 📋 400 - 4% open · ⏱️ 19.09.2023):
+
+ ```
+ git clone https://github.com/asottile/pyupgrade
+ ```
+- [PyPi](https://pypi.org/project/pyupgrade) (📥 480K / month · 📦 160 · ⏱️ 19.09.2023):
+ ```
+ pip install pyupgrade
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 580K · ⏱️ 19.09.2023):
+ ```
+ conda install -c conda-forge pyupgrade
+ ```
+vulture (🥇33 · ⭐ 2.7K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 36 · 🔀 120 · 📦 4K · 📋 180 - 8% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 36 · 🔀 140 · 📦 4K · 📋 190 - 10% open · ⏱️ 31.08.2023):
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (📥 650K / month):
+- [PyPi](https://pypi.org/project/vulture) (📥 670K / month · 📦 260 · ⏱️ 21.08.2023):
```
pip install vulture
```
-- [Conda](https://anaconda.org/conda-forge/vulture) (📥 74K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/vulture) (📥 75K · ⏱️ 16.06.2023):
```
conda install -c conda-forge vulture
```
rope (🥈29 · ⭐ 1.7K) - a python refactoring library. ❗️LGPL-3.0
+rope (🥇33 · ⭐ 1.7K) - a python refactoring library. ❗️LGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (👨💻 77 · 🔀 140 · 📦 67K · 📋 310 - 24% open · ⏱️ 29.06.2023):
+- [GitHub](https://github.com/python-rope/rope) (👨💻 77 · 🔀 160 · 📦 68K · 📋 310 - 25% open · ⏱️ 29.06.2023):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (📥 760K / month):
+- [PyPi](https://pypi.org/project/rope) (📥 770K / month · 📦 1.6K · ⏱️ 20.07.2023):
```
pip install rope
```
@@ -651,30 +693,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge rope
```
pyupgrade (🥈28 · ⭐ 2.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+autoflake (🥈28 · ⭐ 800) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 34 · 🔀 150 · 📋 390 - 3% open · ⏱️ 05.09.2023):
-
- ```
- git clone https://github.com/asottile/pyupgrade
- ```
-- [PyPi](https://pypi.org/project/pyupgrade) (📥 470K / month):
- ```
- pip install pyupgrade
- ```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 580K · ⏱️ 31.07.2023):
- ```
- conda install -c conda-forge pyupgrade
- ```
-autoflake (🥈24 · ⭐ 800) - Removes unused imports and unused variables as reported by pyflakes. MIT
-
-- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 37 · 🔀 74 · 📋 110 - 33% open · ⏱️ 09.09.2023):
+- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 37 · 🔀 77 · 📋 110 - 34% open · ⏱️ 09.09.2023):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (📥 1.6M / month):
+- [PyPi](https://pypi.org/project/autoflake) (📥 1.7M / month · 📦 740 · ⏱️ 01.09.2023):
```
pip install autoflake
```
@@ -683,26 +709,30 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge autoflake
```
add-trailing-comma (🥈23 · ⭐ 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+MonkeyType (🥈25 · ⭐ 4.4K · 📈) - A Python library that generates static type annotations by.. BSD-3
-- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 21 · ⏱️ 05.09.2023):
+- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 47 · 🔀 160 · 📋 170 - 22% open · ⏱️ 15.09.2023):
```
- git clone https://github.com/asottile/add-trailing-comma
+ git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 27K / month · 📦 21 · ⏱️ 30.08.2023):
+- [PyPi](https://pypi.org/project/monkeytype) (📥 56K / month · 📦 26 · ⏱️ 18.02.2022):
```
- pip install add-trailing-comma
+ pip install monkeytype
+ ```
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (📥 54K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge monkeytype
```
Bowler (🥉21 · ⭐ 1.5K · 💤) - Safe code refactoring for modern Python. MIT
+Bowler (🥈24 · ⭐ 1.5K · 💤) - Safe code refactoring for modern Python. MIT
-- [GitHub](https://github.com/facebookincubator/Bowler) (👨💻 27 · 🔀 91 · 📋 72 - 52% open · ⏱️ 20.01.2023):
+- [GitHub](https://github.com/facebookincubator/Bowler) (👨💻 27 · 🔀 96 · 📋 78 - 56% open · ⏱️ 20.01.2023):
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (📥 87K / month):
+- [PyPi](https://pypi.org/project/bowler) (📥 86K / month · 📦 13 · ⏱️ 17.09.2020):
```
pip install bowler
```
@@ -711,53 +741,64 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge bowler
```
unimport (🥉20 · ⭐ 230) - The ultimate linter and formatter for removing unused import statements.. MIT
+massedit (🥉19 · ⭐ 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
-- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 15 · 🔀 21 · 📋 110 - 9% open · ⏱️ 07.07.2023):
-
- ```
- git clone https://github.com/hakancelik96/unimport
- ```
-- [PyPi](https://pypi.org/project/unimport) (📥 13K / month · 📦 3 · ⏱️ 29.01.2022):
- ```
- pip install unimport
- ```
-massedit (🥉20 · ⭐ 110 · 📈) - Programmatically edit text files with Python. Useful for source to.. MIT
-
-- [GitHub](https://github.com/elmotec/massedit) (👨💻 9 · 🔀 16 · 📥 23 · 📦 41 · 📋 11 - 36% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/elmotec/massedit) (👨💻 9 · 🔀 16 · 📥 23 · 📦 41 · 📋 8 - 12% open · ⏱️ 12.09.2023):
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (📥 2.3K / month · 📦 7 · ⏱️ 11.09.2023):
+- [PyPi](https://pypi.org/project/massedit) (📥 2.4K / month):
```
pip install massedit
```
com2ann (🥉19 · ⭐ 140) - Tool for translation type comments to type annotations in Python. MIT
+unimport (🥉18 · ⭐ 230) - The ultimate linter and formatter for removing unused import statements.. MIT
+
+- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 15 · 🔀 20 · 📋 110 - 9% open · ⏱️ 07.07.2023):
+
+ ```
+ git clone https://github.com/hakancelik96/unimport
+ ```
+- [PyPi](https://pypi.org/project/unimport) (📥 12K / month):
+ ```
+ pip install unimport
+ ```
+add-trailing-comma (🥉17 · ⭐ 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+
+- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 20 · ⏱️ 19.09.2023):
+
+ ```
+ git clone https://github.com/asottile/add-trailing-comma
+ ```
+- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 28K / month):
+ ```
+ pip install add-trailing-comma
+ ```
+com2ann (🥉17 · ⭐ 140) - Tool for translation type comments to type annotations in Python. MIT
- [GitHub](https://github.com/ilevkivskyi/com2ann) (👨💻 7 · 🔀 11 · 📦 47 · 📋 28 - 25% open · ⏱️ 29.08.2023):
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (📥 22K / month · 📦 2 · ⏱️ 21.08.2021):
+- [PyPi](https://pypi.org/project/com2ann) (📥 22K / month):
```
pip install com2ann
```
Show 9 hidden projects...
+Show 8 hidden projects...
-- jedi (🥇38 · ⭐ 5.5K) - Awesome autocompletion, static analysis and refactoring library for.. ❗Unlicensed
-- eradicate (🥈25 · ⭐ 190) - Removes commented-out code from Python files. ❗️Saxpath
-- redbaron (🥈23 · ⭐ 670 · 💀) - Bottom-up approach to refactoring in python. ❗Unlicensed
-- baron (🥉22 · ⭐ 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
+- jedi (🥇39 · ⭐ 5.5K) - Awesome autocompletion, static analysis and refactoring library for.. ❗Unlicensed
+- redbaron (🥈24 · ⭐ 670 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
+- eradicate (🥈24 · ⭐ 190) - Removes commented-out code from Python files. ❗Unlicensed
+- baron (🥉23 · ⭐ 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
- unify (🥉20 · ⭐ 88 · 💀) - Modifies strings to all use the same quote where possible. MIT
-- MonkeyType (🥉19 · ⭐ 4.3K) - A Python library that generates static type annotations by.. ❗Unlicensed
- pyannotate (🥉19 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
-- pep8ify (🥉16 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
-- retype (🥉14 · ⭐ 130 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+- pep8ify (🥉14 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
+- retype (🥉12 · ⭐ 130 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -765,14 +806,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-bandit (🥇35 · ⭐ 5.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
+bandit (🥇35 · ⭐ 5.5K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (👨💻 170 · 🔀 550 · 📥 730 · 📦 44K · 📋 650 - 29% open · ⏱️ 18.08.2023):
+- [GitHub](https://github.com/PyCQA/bandit) (👨💻 170 · 🔀 530 · 📥 740 · 📦 44K · 📋 620 - 26% open · ⏱️ 20.09.2023):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (📥 3.2M / month · 📦 1.8K · ⏱️ 10.03.2023):
+- [PyPi](https://pypi.org/project/bandit) (📥 3.2M / month):
```
pip install bandit
```
@@ -781,16 +822,16 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge bandit
```
detect-secrets (🥉28 · ⭐ 3.2K) - An enterprise friendly way of detecting and preventing.. Apache-2
+sqlmap (🥈33 · ⭐ 28K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
-- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 73 · 🔀 380 · 📋 320 - 37% open · ⏱️ 11.04.2023):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨💻 130 · 🔀 5.4K · 📦 13 · 📋 5K - 1% open · ⏱️ 07.09.2023):
```
- git clone https://github.com/Yelp/detect-secrets
+ git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/detect-secrets) (📥 360K / month · 📦 35 · ⏱️ 26.07.2020):
+- [PyPi](https://pypi.org/project/sqlmap) (📥 10K / month · 📦 9 · ⏱️ 04.09.2023):
```
- pip install detect-secrets
+ pip install sqlmap
```
safety (🥉28 · ⭐ 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
@@ -809,14 +850,26 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge safety
```
dlint (🥉16 · ⭐ 160) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
+detect-secrets (🥉26 · ⭐ 3.2K) - An enterprise friendly way of detecting and preventing.. Apache-2
-- [GitHub](https://github.com/dlint-py/dlint) (👨💻 16 · 🔀 16 · 📋 43 - 51% open · ⏱️ 10.04.2023):
+- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 73 · 🔀 330 · 📋 290 - 31% open · ⏱️ 11.04.2023):
+
+ ```
+ git clone https://github.com/Yelp/detect-secrets
+ ```
+- [PyPi](https://pypi.org/project/detect-secrets) (📥 380K / month):
+ ```
+ pip install detect-secrets
+ ```
+dlint (🥉21 · ⭐ 160) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
+
+- [GitHub](https://github.com/dlint-py/dlint) (👨💻 16 · 🔀 16 · 📋 45 - 53% open · ⏱️ 10.04.2023):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (📥 140K / month):
+- [PyPi](https://pypi.org/project/dlint) (📥 140K / month · 📦 51 · ⏱️ 09.08.2022):
```
pip install dlint
```
@@ -825,12 +878,11 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge dlint
```
Show 4 hidden projects...
+Show 3 hidden projects...
- pyarmor (🥈33 · ⭐ 2.5K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗Unlicensed
-- sqlmap (🥈30 · ⭐ 28K) - Automatic SQL injection and database takeover tool. ❗Unlicensed
-- pyt (🥉22 · ⭐ 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
-- dodgy (🥉20 · ⭐ 110 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT
+- pyt (🥉23 · ⭐ 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
+- dodgy (🥉21 · ⭐ 110 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT
@@ -840,12 +892,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pipenv (🥇46 · ⭐ 24K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (👨💻 480 · 🔀 1.8K · 📦 110K · 📋 4K - 4% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/pypa/pipenv) (👨💻 480 · 🔀 1.9K · 📦 110K · 📋 4.1K - 4% open · ⏱️ 17.09.2023):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (📥 11M / month):
+- [PyPi](https://pypi.org/project/pipenv) (📥 11M / month · 📦 1.3K · ⏱️ 08.09.2023):
```
pip install pipenv
```
@@ -854,34 +906,50 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pipenv
```
virtualenv (🥈41 · ⭐ 4.5K) - Virtual Python Environment builder. MIT
+virtualenv (🥈42 · ⭐ 4.5K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (👨💻 110 · 🔀 940 · 📦 310K · 📋 1.3K - 1% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/pypa/virtualenv) (👨💻 260 · 🔀 1K · 📦 310K · 📋 1.3K - 1% open · ⏱️ 12.09.2023):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (📥 95M / month):
+- [PyPi](https://pypi.org/project/virtualenv) (📥 98M / month · 📦 18K · ⏱️ 08.09.2023):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 5.2M · ⏱️ 30.08.2023):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 5.3M · ⏱️ 30.08.2023):
```
conda install -c conda-forge virtualenv
```
pyenv (🥈35 · ⭐ 33K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (👨💻 420 · 🔀 2.8K · 📦 13 · 📋 1.6K - 1% open · ⏱️ 07.09.2023):
+- [GitHub](https://github.com/pyenv/pyenv) (👨💻 430 · 🔀 2.8K · 📦 13 · 📋 1.6K - 2% open · ⏱️ 19.09.2023):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (📥 10K / month):
+- [PyPi](https://pypi.org/project/pyenv) (📥 10K / month · 📦 1 · ⏱️ 12.01.2019):
```
pip install pyenv
```
nodeenv (🥈34 · ⭐ 1.6K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
+
+- [GitHub](https://github.com/ekalinin/nodeenv) (👨💻 91 · 🔀 180 · 📦 59K · 📋 190 - 29% open · ⏱️ 12.05.2023):
+
+ ```
+ git clone https://github.com/ekalinin/nodeenv
+ ```
+- [PyPi](https://pypi.org/project/nodeenv) (📥 15M / month · 📦 940 · ⏱️ 12.05.2023):
+ ```
+ pip install nodeenv
+ ```
+- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 3.1M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge nodeenv
+ ```
+pyenv-virtualenv (🥉22 · ⭐ 5.7K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (👨💻 58 · 🔀 370 · 📦 13 · 📋 330 - 32% open · ⏱️ 26.06.2023):
@@ -892,7 +960,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pyenv-installer (🥉16 · ⭐ 3.7K) - This tool is used to install `pyenv` and friends. MIT
-- [GitHub](https://github.com/pyenv/pyenv-installer) (👨💻 39 · 🔀 400 · 📋 77 - 5% open · ⏱️ 10.06.2023):
+- [GitHub](https://github.com/pyenv/pyenv-installer) (👨💻 39 · 🔀 400 · 📋 79 - 7% open · ⏱️ 10.06.2023):
```
git clone https://github.com/pyenv/pyenv-installer
@@ -908,12 +976,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
freshenv (🥉13 · ⭐ 170 · 💤) - Provision, share, manage local and cloud developer environments. MPL-2.0
-- [GitHub](https://github.com/raiyanyahya/freshenv) (👨💻 3 · 🔀 3 · ⏱️ 06.11.2022):
+- [GitHub](https://github.com/raiyanyahya/freshenv) (👨💻 3 · 🔀 3 · 📋 5 - 40% open · ⏱️ 06.11.2022):
```
git clone https://github.com/raiyanyahya/freshenv
```
-- [PyPi](https://pypi.org/project/freshenv) (📥 210 / month):
+- [PyPi](https://pypi.org/project/freshenv) (📥 220 / month · ⏱️ 06.11.2022):
```
pip install freshenv
```
@@ -922,11 +990,10 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c raiyanyahya freshenv
```
Show 3 hidden projects...
+Show 2 hidden projects...
-- nodeenv (🥈32 · ⭐ 1.6K) - Virtual environment for Node.js & integrator with virtualenv. ❗Unlicensed
-- vex (🥉18 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
-- pipenv-pipes (🥉10 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
+- vex (🥉16 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
+- pipenv-pipes (🥉12 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
@@ -934,62 +1001,46 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-pip (🥇44 · ⭐ 8.9K) - The Python package installer. MIT
+pip (🥇46 · ⭐ 8.9K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (👨💻 750 · 🔀 2.8K · 📦 150K · 📋 6.9K - 13% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/pypa/pip) (👨💻 750 · 🔀 3K · 📦 150K · 📋 7K - 14% open · ⏱️ 21.09.2023):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (📥 170M / month):
+- [PyPi](https://pypi.org/project/pip) (📥 170M / month · 📦 11K · ⏱️ 22.07.2023):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (📥 89M · ⏱️ 22.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pip) (📥 90M · ⏱️ 22.07.2023):
```
conda install -c conda-forge pip
```
conda (🥇43 · ⭐ 5.7K) - A system-level, binary package and environment manager running on all.. BSD-3
-
-- [GitHub](https://github.com/conda/conda) (👨💻 440 · 🔀 1.4K · 📦 43K · 📋 9.3K - 8% open · ⏱️ 14.09.2023):
-
- ```
- git clone https://github.com/conda/conda
- ```
-- [PyPi](https://pypi.org/project/conda) (📥 68K / month · 📦 1.1K · ⏱️ 22.04.2017):
- ```
- pip install conda
- ```
-- [Conda](https://anaconda.org/conda-forge/conda) (📥 46M · ⏱️ 12.09.2023):
- ```
- conda install -c conda-forge conda
- ```
-poetry (🥈40 · ⭐ 27K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (👨💻 480 · 🔀 2K · 📥 15M · 📋 5.3K - 11% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/python-poetry/poetry) (👨💻 480 · 🔀 2K · 📥 15M · 📋 5.3K - 11% open · ⏱️ 19.09.2023):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (📥 22M / month · 📦 290 · ⏱️ 21.08.2023):
+- [PyPi](https://pypi.org/project/poetry) (📥 23M / month · 📦 290 · ⏱️ 21.08.2023):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (📥 990K · ⏱️ 21.08.2023):
+- [Conda](https://anaconda.org/conda-forge/poetry) (📥 1M · ⏱️ 21.08.2023):
```
conda install -c conda-forge poetry
```
pip-tools (🥈39 · ⭐ 7.1K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 200 · 🔀 510 · 📦 22K · 📋 980 - 13% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 200 · 🔀 590 · 📦 23K · 📋 1K - 14% open · ⏱️ 21.09.2023):
```
git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pip-tools) (📥 10M / month):
+- [PyPi](https://pypi.org/project/pip-tools) (📥 10M / month · 📦 2.5K · ⏱️ 08.08.2023):
```
pip install pip-tools
```
@@ -1000,12 +1051,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
PDM (🥈34 · ⭐ 5.2K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (👨💻 130 · 🔀 240 · 📥 4 · 📦 170 · 📋 1.2K - 3% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/pdm-project/pdm) (👨💻 140 · 🔀 240 · 📥 4 · 📦 170 · 📋 1.3K - 2% open · ⏱️ 20.09.2023):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (📥 430K / month):
+- [PyPi](https://pypi.org/project/pdm) (📥 450K / month):
```
pip install pdm
```
@@ -1014,30 +1065,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pdm
```
pipx (🥉32 · ⭐ 6.9K) - Install and Run Python Applications in Isolated Environments. MIT
+pipreqs (🥉33 · ⭐ 5.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
-- [GitHub](https://github.com/pypa/pipx) (👨💻 100 · 🔀 290 · 📥 11K · 📦 1.4K · 📋 580 - 20% open · ⏱️ 05.09.2023):
-
- ```
- git clone https://github.com/pypa/pipx
- ```
-- [PyPi](https://pypi.org/project/pipx) (📥 1.5M / month):
- ```
- pip install pipx
- ```
-- [Conda](https://anaconda.org/conda-forge/pipx) (📥 34K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge pipx
- ```
-pipreqs (🥉32 · ⭐ 5.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
-
-- [GitHub](https://github.com/bndr/pipreqs) (👨💻 59 · 🔀 360 · 📦 22K · 📋 280 - 64% open · ⏱️ 14.04.2023):
+- [GitHub](https://github.com/bndr/pipreqs) (👨💻 59 · 🔀 350 · 📦 23K · 📋 240 - 58% open · ⏱️ 14.04.2023):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (📥 430K / month · 📦 380 · ⏱️ 14.04.2023):
+- [PyPi](https://pypi.org/project/pipreqs) (📥 460K / month):
```
pip install pipreqs
```
@@ -1046,14 +1081,30 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pipreqs
```
pipx (🥉32 · ⭐ 6.9K) - Install and Run Python Applications in Isolated Environments. MIT
+
+- [GitHub](https://github.com/pypa/pipx) (👨💻 100 · 🔀 290 · 📥 12K · 📦 1.5K · 📋 580 - 20% open · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/pypa/pipx
+ ```
+- [PyPi](https://pypi.org/project/pipx) (📥 1.6M / month):
+ ```
+ pip install pipx
+ ```
+- [Conda](https://anaconda.org/conda-forge/pipx) (📥 34K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge pipx
+ ```
+mamba (🥉28 · ⭐ 5.2K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (👨💻 140 · 🔀 290 · 📋 1.6K - 33% open · ⏱️ 14.09.2023):
+- [GitHub](https://github.com/mamba-org/mamba) (👨💻 140 · 🔀 290 · 📋 1.6K - 33% open · ⏱️ 21.09.2023):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (📥 8.9M · ⏱️ 05.09.2023):
+- [Conda](https://anaconda.org/conda-forge/mamba) (📥 9M · ⏱️ 05.09.2023):
```
conda install -c conda-forge mamba
```
@@ -1065,13 +1116,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (📥 5.7K / month):
+- [PyPi](https://pypi.org/project/pip-run) (📥 4.8K / month):
```
pip install pip-run
```
Show 2 hidden projects...
+Show 3 hidden projects...
+- conda (🥇41 · ⭐ 5.7K) - A system-level, binary package and environment manager running on.. ❗Unlicensed
- dephell (🥉25 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. MIT
- pyflow (🥉22 · ⭐ 1.3K · 💀) - An installation and dependency system for Python. MIT
prospector (🥇33 · ⭐ 1.9K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
+prospector (🥇33 · ⭐ 1.8K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
- [GitHub](https://github.com/landscapeio/prospector) (👨💻 90 · 🔀 170 · 📦 4.5K · 📋 370 - 14% open · ⏱️ 12.09.2023):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (📥 830K / month · 📦 690 · ⏱️ 25.05.2023):
+- [PyPi](https://pypi.org/project/prospector) (📥 940K / month · 📦 690 · ⏱️ 25.05.2023):
```
pip install prospector
```
@@ -1097,21 +1149,9 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge prospector
```
wily (🥈29 · ⭐ 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
+mccabe (🥈31 · ⭐ 590) - McCabe complexity checker for Python. ❗️Saxpath
-- [GitHub](https://github.com/tonybaloney/wily) (👨💻 24 · 🔀 56 · 📦 190 · 📋 100 - 31% open · ⏱️ 06.09.2023):
-
- ```
- git clone https://github.com/tonybaloney/wily
- ```
-- [PyPi](https://pypi.org/project/wily) (📥 15K / month · 📦 9 · ⏱️ 14.10.2018):
- ```
- pip install wily
- ```
-mccabe (🥈29 · ⭐ 590) - McCabe complexity checker for Python. ❗️Saxpath
-
-- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 23 · 🔀 56 · 📦 390K · 📋 53 - 26% open · ⏱️ 19.06.2023):
+- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 23 · 🔀 56 · 📦 400K · 📋 53 - 26% open · ⏱️ 19.06.2023):
```
git clone https://github.com/PyCQA/mccabe
@@ -1125,7 +1165,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge mccabe
```
radon (🥉28 · ⭐ 1.5K) - Various code metrics for Python code. MIT
+radon (🥈29 · ⭐ 1.5K) - Various code metrics for Python code. MIT
- [GitHub](https://github.com/rubik/radon) (👨💻 56 · 🔀 110 · 📦 4.3K · 📋 170 - 13% open · ⏱️ 18.06.2023):
@@ -1141,14 +1181,26 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge radon
```
xenon (🥉24 · ⭐ 220) - Monitoring tool based on radon. MIT
+wily (🥈29 · ⭐ 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
+
+- [GitHub](https://github.com/tonybaloney/wily) (👨💻 24 · 🔀 56 · 📦 200 · 📋 100 - 31% open · ⏱️ 06.09.2023):
+
+ ```
+ git clone https://github.com/tonybaloney/wily
+ ```
+- [PyPi](https://pypi.org/project/wily) (📥 15K / month · 📦 9 · ⏱️ 14.10.2018):
+ ```
+ pip install wily
+ ```
+xenon (🥉23 · ⭐ 220) - Monitoring tool based on radon. MIT
- [GitHub](https://github.com/rubik/xenon) (👨💻 10 · 🔀 20 · 📦 1.1K · 📋 36 - 22% open · ⏱️ 12.08.2023):
```
git clone https://github.com/rubik/xenon
```
-- [PyPi](https://pypi.org/project/xenon) (📥 160K / month · 📦 81 · ⏱️ 12.08.2023):
+- [PyPi](https://pypi.org/project/xenon) (📥 150K / month · 📦 81 · ⏱️ 12.08.2023):
```
pip install xenon
```
@@ -1164,7 +1216,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/mschwager/cohesion
```
-- [PyPi](https://pypi.org/project/cohesion) (📥 6.7K / month · 📦 11 · ⏱️ 10.07.2019):
+- [PyPi](https://pypi.org/project/cohesion) (📥 6.4K / month · 📦 11 · ⏱️ 10.07.2019):
```
pip install cohesion
```
@@ -1181,7 +1233,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
rich (🥇44 · ⭐ 45K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (👨💻 230 · 🔀 1.6K · 📦 120K · 📋 1.2K - 10% open · ⏱️ 01.08.2023):
+- [GitHub](https://github.com/Textualize/rich) (👨💻 230 · 🔀 1.6K · 📦 120K · 📋 1.2K - 10% open · ⏱️ 17.09.2023):
```
git clone https://github.com/Textualize/rich
@@ -1190,19 +1242,19 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (📥 4.9M · ⏱️ 13.09.2023):
+- [Conda](https://anaconda.org/conda-forge/rich) (📥 5M · ⏱️ 17.09.2023):
```
conda install -c conda-forge rich
```
tqdm (🥇43 · ⭐ 26K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (👨💻 110 · 🔀 1.2K · 📥 11K · 📦 540K · 📋 930 - 38% open · ⏱️ 10.08.2023):
+- [GitHub](https://github.com/tqdm/tqdm) (👨💻 110 · 🔀 1.3K · 📥 11K · 📦 550K · 📋 1K - 43% open · ⏱️ 10.08.2023):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (📥 73M / month):
+- [PyPi](https://pypi.org/project/tqdm) (📥 74M / month · 📦 27K · ⏱️ 10.08.2023):
```
pip install tqdm
```
@@ -1217,7 +1269,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
sentry-sdk (🥇39 · ⭐ 1.6K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 190 · 🔀 390 · 📥 3.3K · 📦 49K · 📋 1K - 15% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 190 · 🔀 390 · 📥 3.3K · 📦 49K · 📋 1K - 15% open · ⏱️ 21.09.2023):
```
git clone https://github.com/getsentry/sentry-python
@@ -1226,19 +1278,19 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 600K · ⏱️ 13.09.2023):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 610K · ⏱️ 13.09.2023):
```
conda install -c conda-forge sentry-sdk
```
loguru (🥈38 · ⭐ 16K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (👨💻 49 · 🔀 620 · 📦 62K · 📋 840 - 12% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/Delgan/loguru) (👨💻 49 · 🔀 620 · 📦 62K · 📋 850 - 12% open · ⏱️ 11.09.2023):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (📥 7.5M / month):
+- [PyPi](https://pypi.org/project/loguru) (📥 8.9M / month):
```
pip install loguru
```
@@ -1247,9 +1299,25 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge loguru
```
logbook (🥈36 · ⭐ 1.4K) - A cool logging replacement for Python. BSD-3
+
+- [GitHub](https://github.com/getlogbook/logbook) (👨💻 78 · 🔀 160 · 📥 320 · 📦 4.9K · 📋 180 - 24% open · ⏱️ 17.09.2023):
+
+ ```
+ git clone https://github.com/getlogbook/logbook
+ ```
+- [PyPi](https://pypi.org/project/logbook) (📥 3.5M / month · 📦 1.2K · ⏱️ 30.07.2023):
+ ```
+ pip install logbook
+ ```
+- [Conda](https://anaconda.org/conda-forge/logbook) (📥 150K · ⏱️ 31.07.2023):
+ ```
+ conda install -c conda-forge logbook
+ ```
+tabulate (🥈33 · ⭐ 1.8K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 84 · 🔀 140 · 📦 140K · 📋 200 - 33% open · ⏱️ 30.04.2023):
+- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 84 · 🔀 140 · 📦 140K · 📋 200 - 34% open · ⏱️ 30.04.2023):
```
git clone https://github.com/astanin/python-tabulate
@@ -1265,7 +1333,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
python-json-logger (🥈33 · ⭐ 1.5K · 💤) - Json Formatter for the standard python logger. BSD-2
-- [GitHub](https://github.com/madzak/python-json-logger) (👨💻 63 · 🔀 210 · 📦 65K · 📋 97 - 8% open · ⏱️ 28.02.2023):
+- [GitHub](https://github.com/madzak/python-json-logger) (👨💻 63 · 🔀 210 · 📦 66K · 📋 97 - 8% open · ⏱️ 28.02.2023):
```
git clone https://github.com/madzak/python-json-logger
@@ -1274,51 +1342,19 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 5.6M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 5.7M · ⏱️ 16.06.2023):
```
conda install -c conda-forge python-json-logger
```
alive-progress (🥉28 · ⭐ 4.6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
+progressbar2 (🥈32 · ⭐ 820) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 7 · 🔀 180 · 📦 2.2K · 📋 200 - 8% open · ⏱️ 01.06.2023):
-
- ```
- git clone https://github.com/rsalmei/alive-progress
- ```
-- [PyPi](https://pypi.org/project/alive-progress) (📥 510K / month):
- ```
- pip install alive-progress
- ```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 41K · ⏱️ 01.06.2023):
- ```
- conda install -c conda-forge alive-progress
- ```
-wasabi (🥉28 · ⭐ 430) - A lightweight console printing and formatting toolkit. MIT
-
-- [GitHub](https://github.com/explosion/wasabi) (👨💻 13 · 🔀 24 · 📦 34K · 📋 9 - 44% open · ⏱️ 07.06.2023):
-
- ```
- git clone https://github.com/ines/wasabi
- ```
-- [PyPi](https://pypi.org/project/wasabi) (📥 5M / month):
- ```
- pip install wasabi
- ```
-- [Conda](https://anaconda.org/conda-forge/wasabi) (📥 1.2M · ⏱️ 07.06.2023):
- ```
- conda install -c conda-forge wasabi
- ```
-progressbar2 (🥉27 · ⭐ 820 · 📉) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
-
-- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 43 · 🔀 99 · 📥 2.1K · 📋 210 - 4% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 43 · 🔀 98 · 📥 2.1K · 📋 210 - 4% open · ⏱️ 12.09.2023):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (📥 17M / month):
+- [PyPi](https://pypi.org/project/progressbar2) (📥 17M / month · 📦 1.6K · ⏱️ 01.11.2022):
```
pip install progressbar2
```
@@ -1327,6 +1363,38 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge progressbar2
```
alive-progress (🥉30 · ⭐ 4.6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
+
+- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 7 · 🔀 180 · 📦 2.3K · 📋 200 - 8% open · ⏱️ 01.06.2023):
+
+ ```
+ git clone https://github.com/rsalmei/alive-progress
+ ```
+- [PyPi](https://pypi.org/project/alive-progress) (📥 510K / month · 📦 190 · ⏱️ 02.01.2023):
+ ```
+ pip install alive-progress
+ ```
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 42K · ⏱️ 01.06.2023):
+ ```
+ conda install -c conda-forge alive-progress
+ ```
+wasabi (🥉28 · ⭐ 430) - A lightweight console printing and formatting toolkit. MIT
+
+- [GitHub](https://github.com/explosion/wasabi) (👨💻 13 · 🔀 25 · 📦 35K · 📋 9 - 44% open · ⏱️ 07.06.2023):
+
+ ```
+ git clone https://github.com/ines/wasabi
+ ```
+- [PyPi](https://pypi.org/project/wasabi) (📥 5.1M / month):
+ ```
+ pip install wasabi
+ ```
+- [Conda](https://anaconda.org/conda-forge/wasabi) (📥 1.2M · ⏱️ 07.06.2023):
+ ```
+ conda install -c conda-forge wasabi
+ ```
+stackprinter (🥉25 · ⭐ 1.3K · 💤) - Debugging-friendly exceptions for Python. MIT
- [GitHub](https://github.com/cknd/stackprinter) (👨💻 7 · 🔀 35 · 📦 300 · 📋 27 - 22% open · ⏱️ 20.02.2023):
@@ -1334,35 +1402,23 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (📥 360K / month):
+- [PyPi](https://pypi.org/project/stackprinter) (📥 330K / month):
```
pip install stackprinter
```
-- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 7.6K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 7.7K · ⏱️ 16.06.2023):
```
conda install -c conda-forge stackprinter
```
better-exceptions (🥉24 · ⭐ 4.4K · 💤) - Pretty and useful exceptions in Python, automatically. MIT
-
-- [GitHub](https://github.com/Qix-/better-exceptions) (👨💻 17 · 🔀 210 · 📋 78 - 41% open · ⏱️ 05.01.2023):
-
- ```
- git clone https://github.com/Qix-/better-exceptions
- ```
-- [PyPi](https://pypi.org/project/better-exceptions) (📥 130K / month · 📦 84 · ⏱️ 29.01.2021):
- ```
- pip install better-exceptions
- ```
-python-devtools (🥉22 · ⭐ 820) - Dev tools for python. MIT
+python-devtools (🥉23 · ⭐ 830) - Dev tools for python. MIT
- [GitHub](https://github.com/samuelcolvin/python-devtools) (👨💻 12 · 🔀 35 · 📦 1.6K · 📋 51 - 23% open · ⏱️ 03.09.2023):
```
git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/python-devtools) (📥 370 / month):
+- [PyPi](https://pypi.org/project/python-devtools) (📥 480 / month):
```
pip install python-devtools
```
@@ -1371,10 +1427,21 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge python-devtools
```
Show 9 hidden projects...
+better-exceptions (🥉21 · ⭐ 4.4K · 💤) - Pretty and useful exceptions in Python, automatically. MIT
-- structlog (🥈35 · ⭐ 2.7K) - Simple, powerful, and fast logging for Python. ❗Unlicensed
-- logbook (🥈34 · ⭐ 1.4K) - A cool logging replacement for Python. ❗Unlicensed
+- [GitHub](https://github.com/Qix-/better-exceptions) (👨💻 17 · 🔀 200 · 📋 73 - 36% open · ⏱️ 05.01.2023):
+
+ ```
+ git clone https://github.com/Qix-/better-exceptions
+ ```
+- [PyPi](https://pypi.org/project/better-exceptions) (📥 120K / month):
+ ```
+ pip install better-exceptions
+ ```
+Show 8 hidden projects...
+
+- structlog (🥈35 · ⭐ 2.8K) - Simple, powerful, and fast logging for Python. ❗Unlicensed
- prettytable (🥈32 · ⭐ 1.1K) - Display tabular data in a visually appealing ASCII table.. ❗️BSD-1-Clause
- colorlog (🥉29 · ⭐ 820 · 💀) - A colored formatter for the python logging module. MIT
- python-coloredlogs (🥉28 · ⭐ 510 · 💀) - Colored terminal output for Pythons logging module. MIT
@@ -1391,12 +1458,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
xxh (🥉22 · ⭐ 4.6K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
-- [GitHub](https://github.com/xxh/xxh) (👨💻 24 · 🔀 91 · 📥 1.8K · 📦 76 · 📋 79 - 25% open · ⏱️ 21.06.2023):
+- [GitHub](https://github.com/xxh/xxh) (👨💻 24 · 🔀 92 · 📥 1.8K · 📦 76 · 📋 80 - 25% open · ⏱️ 21.06.2023):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (📥 200 / month · ⏱️ 29.09.2022):
+- [PyPi](https://pypi.org/project/xxh-xxh) (📥 210 / month · ⏱️ 29.09.2022):
```
pip install xxh-xxh
```
@@ -1411,11 +1478,27 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-🔗 best-of-mkdocs ( ⭐ 430) - Collection of MkDocs projects and plugins.
+🔗 best-of-mkdocs ( ⭐ 440) - Collection of MkDocs projects and plugins.
+sphinx (🥇45 · ⭐ 5.6K) - The Sphinx documentation generator. BSD-3 
+
+- [GitHub](https://github.com/sphinx-doc/sphinx) (👨💻 790 · 🔀 2K · 📦 330K · 📋 6.7K - 18% open · ⏱️ 21.09.2023):
+
+ ```
+ git clone https://github.com/sphinx-doc/sphinx
+ ```
+- [PyPi](https://pypi.org/project/sphinx) (📥 12M / month · 📦 63K · ⏱️ 13.09.2023):
+ ```
+ pip install sphinx
+ ```
+- [Conda](https://anaconda.org/conda-forge/sphinx) (📥 8.2M · ⏱️ 13.09.2023):
+ ```
+ conda install -c conda-forge sphinx
+ ```
+mkdocs (🥇42 · ⭐ 17K) - Project documentation with Markdown. BSD-2 
-- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 240 · 🔀 2.2K · 📦 49K · 📋 1.9K - 6% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 240 · 🔀 2.2K · 📦 50K · 📋 1.9K - 6% open · ⏱️ 18.09.2023):
```
git clone https://github.com/mkdocs/mkdocs
@@ -1424,14 +1507,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 290K · ⏱️ 02.08.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 290K · ⏱️ 19.09.2023):
```
conda install -c conda-forge mkdocs
```
mkdocs-material (🥇42 · ⭐ 15K) - Documentation that simply works. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 230 · 🔀 3K · 📦 37K · 📋 2K - 1% open · ⏱️ 14.09.2023):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 230 · 🔀 3K · 📦 37K · 📋 2K - 1% open · ⏱️ 21.09.2023):
```
git clone https://github.com/squidfunk/mkdocs-material
@@ -1440,12 +1523,28 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 310K · ⏱️ 11.09.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 310K · ⏱️ 19.09.2023):
```
conda install -c conda-forge mkdocs-material
```
sphinx_rtd_theme (🥈32 · ⭐ 4.5K · 📉) - Sphinx theme for readthedocs.org. MIT
+numpydoc (🥈35 · ⭐ 24K · 📈) - Numpys Sphinx extensions. BSD-3
+
+- [GitHub](https://github.com/numpy/numpydoc) (👨💻 79 · 🔀 8.4K · 📦 40K · 📋 210 - 36% open · ⏱️ 07.09.2023):
+
+ ```
+ git clone https://github.com/numpy/numpydoc
+ ```
+- [PyPi](https://pypi.org/project/numpydoc) (📥 380K / month · 📦 4.7K · ⏱️ 21.08.2023):
+ ```
+ pip install numpydoc
+ ```
+- [Conda](https://anaconda.org/conda-forge/numpydoc) (📥 2.1M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge numpydoc
+ ```
+sphinx_rtd_theme (🥈32 · ⭐ 4.5K) - Sphinx theme for readthedocs.org. MIT
- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (👨💻 120 · 🔀 1.6K · 📦 16 · 📋 790 - 21% open · ⏱️ 29.08.2023):
@@ -1463,44 +1562,28 @@ This curated list contains 270 awesome open-source projects with a total of 870K
mkdocstrings (🥈32 · ⭐ 1.3K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 38 · 🔀 96 · 📦 9.1K · 📋 360 - 12% open · ⏱️ 14.09.2023):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 39 · 🔀 96 · 📦 9.1K · 📋 360 - 12% open · ⏱️ 18.09.2023):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (📥 570K / month · 📦 430 · ⏱️ 02.09.2023):
+- [PyPi](https://pypi.org/project/mkdocstrings) (📥 580K / month · 📦 430 · ⏱️ 02.09.2023):
```
pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 87K · ⏱️ 02.09.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 88K · ⏱️ 02.09.2023):
```
conda install -c conda-forge mkdocstrings
```
alabaster (🥈32 · ⭐ 700) - Lightweight, configurable Sphinx theme. BSD-3
-
-- [GitHub](https://github.com/sphinx-doc/alabaster) (👨💻 29 · 🔀 190 · 📦 110K · 📋 120 - 53% open · ⏱️ 21.04.2023):
-
- ```
- git clone https://github.com/bitprophet/alabaster
- ```
-- [PyPi](https://pypi.org/project/alabaster) (📥 6.8M / month · 📦 7.7K · ⏱️ 13.01.2023):
- ```
- pip install alabaster
- ```
-- [Conda](https://anaconda.org/conda-forge/alabaster) (📥 6.6M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge alabaster
- ```
-sphinx-autodoc-typehints (🥈31 · ⭐ 500) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 53 · 🔀 98 · 📦 42K · 📋 170 - 16% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 53 · 🔀 95 · 📦 43K · 📋 170 - 16% open · ⏱️ 11.09.2023):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 1.6M / month · 📦 1.9K · ⏱️ 21.07.2023):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 1.6M / month):
```
pip install sphinx-autodoc-typehints
```
@@ -1511,12 +1594,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
Griffe (🥈30 · ⭐ 200) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
-- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 22 · 🔀 28 · 📦 3.1K · 📋 160 - 9% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 22 · 🔀 29 · 📦 3.1K · 📋 160 - 9% open · ⏱️ 11.09.2023):
```
git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/griffe) (📥 750K / month):
+- [PyPi](https://pypi.org/project/griffe) (📥 770K / month · 📦 35 · ⏱️ 10.09.2023):
```
pip install griffe
```
@@ -1527,7 +1610,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pdoc (🥈29 · ⭐ 1.6K) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 45 · 🔀 170 · 📦 2.1K · 📋 330 - 4% open · ⏱️ 10.09.2023):
+- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 45 · 🔀 170 · 📦 2.2K · 📋 330 - 4% open · ⏱️ 20.09.2023):
```
git clone https://github.com/mitmproxy/pdoc
@@ -1537,30 +1620,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pip install pdoc
```
breathe (🥈29 · ⭐ 690) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-
-- [GitHub](https://github.com/breathe-doc/breathe) (👨💻 110 · 🔀 180 · 📥 550 · 📦 11K · 📋 570 - 29% open · ⏱️ 22.08.2023):
-
- ```
- git clone https://github.com/michaeljones/breathe
- ```
-- [PyPi](https://pypi.org/project/breathe) (📥 290K / month · 📦 1K · ⏱️ 20.06.2022):
- ```
- pip install breathe
- ```
-- [Conda](https://anaconda.org/conda-forge/breathe) (📥 510K · ⏱️ 04.07.2023):
- ```
- conda install -c conda-forge breathe
- ```
-sphinx-autobuild (🥈28 · ⭐ 480 · 💤) - Watch a Sphinx directory and rebuild the.. MIT
-- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (👨💻 24 · 🔀 63 · 📦 19K · 📋 76 - 30% open · ⏱️ 09.02.2023):
+- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (👨💻 24 · 🔀 61 · 📦 20K · 📋 75 - 29% open · ⏱️ 09.02.2023):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 480K / month · 📦 2.9K · ⏱️ 14.03.2021):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 470K / month):
```
pip install sphinx-autobuild
```
@@ -1576,7 +1643,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (📥 210K / month · 📦 220 · ⏱️ 03.08.2021):
+- [PyPi](https://pypi.org/project/pdoc3) (📥 200K / month · 📦 220 · ⏱️ 03.08.2021):
```
pip install pdoc3
```
@@ -1585,38 +1652,26 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c anaconda pdoc3
```
interrogate (🥉26 · ⭐ 500) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-
-- [GitHub](https://github.com/econchick/interrogate) (👨💻 12 · 🔀 39 · 📦 5.1K · 📋 54 - 50% open · ⏱️ 07.09.2023):
-
- ```
- git clone https://github.com/econchick/interrogate
- ```
-- [PyPi](https://pypi.org/project/interrogate) (📥 89K / month · 📦 180 · ⏱️ 10.09.2021):
- ```
- pip install interrogate
- ```
-mkdocs-awesome-pages-plugin (🥉25 · ⭐ 360) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (👨💻 7 · 🔀 31 · 📦 3.1K · 📋 68 - 19% open · ⏱️ 19.08.2023):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (👨💻 7 · 🔀 31 · 📦 3.2K · 📋 68 - 19% open · ⏱️ 19.08.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 140K / month · 📦 110 · ⏱️ 19.08.2023):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 150K / month · 📦 110 · ⏱️ 19.08.2023):
```
pip install mkdocs-awesome-pages-plugin
```
blacken-docs (🥉24 · ⭐ 550) - Run `black` on python code blocks in documentation files. MIT
+blacken-docs (🥉24 · ⭐ 560) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 19 · 🔀 40 · 📋 70 - 11% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 19 · 🔀 40 · 📋 70 - 11% open · ⏱️ 19.09.2023):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (📥 160K / month · 📦 34 · ⏱️ 16.08.2023):
+- [PyPi](https://pypi.org/project/blacken-docs) (📥 150K / month · 📦 34 · ⏱️ 16.08.2023):
```
pip install blacken-docs
```
@@ -1625,32 +1680,28 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge blacken-docs
```
releases (🥉24 · ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2
+interrogate (🥉24 · ⭐ 500) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/bitprophet/releases) (👨💻 10 · 🔀 40 · 📦 590 · 📋 74 - 37% open · ⏱️ 28.04.2023):
+- [GitHub](https://github.com/econchick/interrogate) (👨💻 12 · 🔀 39 · 📦 5.1K · 📋 54 - 50% open · ⏱️ 07.09.2023):
```
- git clone https://github.com/bitprophet/releases
+ git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/releases) (📥 18K / month · 📦 370 · ⏱️ 28.04.2023):
+- [PyPi](https://pypi.org/project/interrogate) (📥 94K / month):
```
- pip install releases
- ```
-- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (📥 50K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge sphinx-releases
+ pip install interrogate
```
sphinx-markdown-builder (🥉22 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
+portray (🥉23 · ⭐ 850 · 💤) - Your Project with Great Documentation. MIT
-- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (👨💻 20 · 🔀 46 · 📦 730 · ⏱️ 24.06.2023):
+- [GitHub](https://github.com/timothycrosley/portray) (👨💻 20 · 🔀 72 · 📦 810 · 📋 64 - 50% open · ⏱️ 03.01.2023):
```
- git clone https://github.com/clayrisser/sphinx-markdown-builder
+ git clone https://github.com/timothycrosley/portray
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 54K / month · 📦 79 · ⏱️ 13.08.2023):
+- [PyPi](https://pypi.org/project/portray) (📥 13K / month · 📦 21 · ⏱️ 19.12.2022):
```
- pip install sphinx-markdown-builder
+ pip install portray
```
mkdocs-print-site-plugin (🥉22 · ⭐ 88) - MkDocs Plugin that adds an additional page that.. MIT
@@ -1660,11 +1711,27 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 16K / month · 📦 6 · ⏱️ 28.08.2023):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 17K / month · 📦 6 · ⏱️ 28.08.2023):
```
pip install mkdocs-print-site-plugin
```
releases (🥉21 · ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2
+
+- [GitHub](https://github.com/bitprophet/releases) (👨💻 10 · 🔀 35 · 📦 590 · 📋 74 - 37% open · ⏱️ 28.04.2023):
+
+ ```
+ git clone https://github.com/bitprophet/releases
+ ```
+- [PyPi](https://pypi.org/project/releases) (📥 18K / month):
+ ```
+ pip install releases
+ ```
+- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (📥 50K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge sphinx-releases
+ ```
+lazydocs (🥉21 · ⭐ 150) - Generate markdown API documentation from Google-style Python docstring... MIT
- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 10 · 🔀 33 · 📦 170 · 📋 28 - 14% open · ⏱️ 11.06.2023):
@@ -1672,32 +1739,32 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (📥 5.6K / month):
+- [PyPi](https://pypi.org/project/lazydocs) (📥 5.7K / month):
```
pip install lazydocs
```
portray (🥉20 · ⭐ 850 · 💤) - Your Project with Great Documentation. MIT
+sphinx-markdown-builder (🥉20 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
-- [GitHub](https://github.com/timothycrosley/portray) (👨💻 20 · 🔀 72 · 📦 810 · 📋 62 - 48% open · ⏱️ 03.01.2023):
+- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (👨💻 20 · 🔀 41 · 📦 730 · ⏱️ 24.06.2023):
```
- git clone https://github.com/timothycrosley/portray
+ git clone https://github.com/clayrisser/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/portray) (📥 14K / month):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 52K / month):
```
- pip install portray
+ pip install sphinx-markdown-builder
```
Show 9 hidden projects...
-- sphinx (🥇42 · ⭐ 5.6K) - The Sphinx documentation generator. ❗Unlicensed ❗Unlicensed MIT ❗Unlicensed ❗Unlicensed
- pytkdocs (🥉24 · ⭐ 48 · 💀) - Load Python objects documentation. ISC
- pycco (🥉22 · ⭐ 830 · 💀) - Literate-style documentation generator. MIT
- mkdocs-pdf-export-plugin (🥉22 · ⭐ 290 · 💀) - An MkDocs plugin to export content pages as PDF files. MIT MIT MIT MIT MIT pyelftools (🥇32 · ⭐ 1.7K) - Parsing ELF and DWARF in Python. Unlicense
+PySnooper (🥇33 · ⭐ 16K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/eliben/pyelftools) (👨💻 93 · 🔀 490 · 📦 6K · 📋 230 - 31% open · ⏱️ 14.09.2023):
-
- ```
- git clone https://github.com/eliben/pyelftools
- ```
-- [PyPi](https://pypi.org/project/pyelftools) (📥 1.8M / month · 📦 550 · ⏱️ 06.09.2023):
- ```
- pip install pyelftools
- ```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 140K · ⏱️ 08.09.2023):
- ```
- conda install -c conda-forge pyelftools
- ```
-PySnooper (🥇31 · ⭐ 16K) - Never use print for debugging again. MIT
-
-- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 27 · 🔀 930 · 📦 1.5K · 📋 130 - 19% open · ⏱️ 15.07.2023):
+- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 27 · 🔀 950 · 📦 1.5K · 📋 130 - 19% open · ⏱️ 15.07.2023):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (📥 570K / month):
+- [PyPi](https://pypi.org/project/pysnooper) (📥 590K / month · 📦 53 · ⏱️ 15.07.2023):
```
pip install pysnooper
```
@@ -1739,9 +1790,9 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pysnooper
```
pudb (🥇31 · ⭐ 2.7K) - Full-screen console debugger for Python. MIT
+pudb (🥇32 · ⭐ 2.7K) - Full-screen console debugger for Python. MIT
-- [GitHub](https://github.com/inducer/pudb) (👨💻 92 · 🔀 220 · 📦 5.3K · 📋 330 - 48% open · ⏱️ 01.08.2023):
+- [GitHub](https://github.com/inducer/pudb) (👨💻 92 · 🔀 220 · 📦 5.3K · 📋 330 - 48% open · ⏱️ 18.09.2023):
```
git clone https://github.com/inducer/pudb
@@ -1755,14 +1806,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pudb
```
ipdb (🥈30 · ⭐ 1.7K) - Integration of IPython pdb. BSD-3
+ipdb (🥈29 · ⭐ 1.8K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 150 · 📦 49K · 📋 190 - 32% open · ⏱️ 03.08.2023):
+- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 140 · 📦 49K · 📋 190 - 32% open · ⏱️ 03.08.2023):
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (📥 2.4M / month · 📦 9K · ⏱️ 09.03.2023):
+- [PyPi](https://pypi.org/project/ipdb) (📥 2.5M / month):
```
pip install ipdb
```
@@ -1771,64 +1822,48 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge ipdb
```
icecream (🥉26 · ⭐ 7K · 💤) - Never use print() to debug again. MIT
+icecream (🥉25 · ⭐ 7.1K · 💤) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (👨💻 21 · 🔀 140 · 📦 13 · 📋 120 - 41% open · ⏱️ 04.12.2022):
+- [GitHub](https://github.com/gruns/icecream) (👨💻 21 · 🔀 150 · 📦 13 · 📋 110 - 34% open · ⏱️ 04.12.2022):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (📥 280K / month · 📦 130 · ⏱️ 21.07.2022):
+- [PyPi](https://pypi.org/project/icecream) (📥 290K / month):
```
pip install icecream
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (📥 23K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/icecream) (📥 24K · ⏱️ 16.06.2023):
```
conda install -c conda-forge icecream
```
python-hunter (🥉22 · ⭐ 750) - Hunter is a flexible code tracing toolkit. BSD-2
-
-- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 43 · 📦 150 · 📋 95 - 43% open · ⏱️ 26.04.2023):
-
- ```
- git clone https://github.com/ionelmc/python-hunter
- ```
-- [PyPi](https://pypi.org/project/hunter) (📥 8K / month · 📦 22 · ⏱️ 26.04.2023):
- ```
- pip install hunter
- ```
-- [Conda](https://anaconda.org/conda-forge/hunter) (📥 49K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge hunter
- ```
-pyrasite (🥉21 · ⭐ 2.7K) - Inject code into running Python processes. ❗️GPL-3.0
+pyrasite (🥉22 · ⭐ 2.7K) - Inject code into running Python processes. ❗️GPL-3.0
- [GitHub](https://github.com/lmacken/pyrasite) (👨💻 23 · 🔀 200 · 📦 49 · 📋 56 - 71% open · ⏱️ 03.03.2023):
```
git clone https://github.com/lmacken/pyrasite
```
-- [PyPi](https://pypi.org/project/pyrasite) (📥 30K / month):
+- [PyPi](https://pypi.org/project/pyrasite) (📥 30K / month · 📦 6 · ⏱️ 09.05.2012):
```
pip install pyrasite
```
snoop (🥉21 · ⭐ 950 · 💤) - A powerful set of Python debugging tools, based on PySnooper. MIT
+python-hunter (🥉21 · ⭐ 750) - Hunter is a flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/alexmojaki/snoop) (👨💻 22 · 🔀 33 · 📋 50 - 44% open · ⏱️ 22.12.2022):
+- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 41 · 📦 150 · 📋 95 - 43% open · ⏱️ 26.04.2023):
```
- git clone https://github.com/alexmojaki/snoop
+ git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/snoop) (📥 46K / month · 📦 23 · ⏱️ 11.11.2021):
+- [PyPi](https://pypi.org/project/hunter) (📥 7.8K / month):
```
- pip install snoop
+ pip install hunter
```
-- [Conda](https://anaconda.org/conda-forge/snoop) (📥 4.4K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/hunter) (📥 50K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge snoop
+ conda install -c conda-forge hunter
```
python-manhole (🥉21 · ⭐ 360 · 💤) - Debugging manhole for python applications. BSD-2
@@ -1838,7 +1873,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (📥 17K / month):
+- [PyPi](https://pypi.org/project/manhole) (📥 14K / month):
```
pip install manhole
```
@@ -1847,23 +1882,40 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge manhole
```
reloadium (🥉16 · ⭐ 2.5K) - Hot Reloading, Profiling and AI debugging for Python. Apache-2
+reloadium (🥉19 · ⭐ 2.5K) - Hot Reloading, Profiling and AI debugging for Python. Apache-2
-- [GitHub](https://github.com/reloadware/reloadium) (👨💻 3 · 🔀 47 · 📋 120 - 13% open · ⏱️ 16.08.2023):
+- [GitHub](https://github.com/reloadware/reloadium) (👨💻 3 · 🔀 49 · 📋 120 - 13% open · ⏱️ 16.08.2023):
```
git clone https://github.com/reloadware/reloadium
```
-- [PyPi](https://pypi.org/project/reloadium) (📥 2K / month):
+- [PyPi](https://pypi.org/project/reloadium) (📥 1.6K / month · ⏱️ 16.08.2023):
```
pip install reloadium
```
Show 3 hidden projects...
+snoop (🥉18 · ⭐ 950 · 💤) - A powerful set of Python debugging tools, based on PySnooper. MIT
+- [GitHub](https://github.com/alexmojaki/snoop) (👨💻 22 · 🔀 30 · 📋 50 - 44% open · ⏱️ 22.12.2022):
+
+ ```
+ git clone https://github.com/alexmojaki/snoop
+ ```
+- [PyPi](https://pypi.org/project/snoop) (📥 51K / month):
+ ```
+ pip install snoop
+ ```
+- [Conda](https://anaconda.org/conda-forge/snoop) (📥 4.4K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge snoop
+ ```
+Show 4 hidden projects...
+
+- pyelftools (🥈30 · ⭐ 1.7K) - Parsing ELF and DWARF in Python. ❗Unlicensed
- pdbpp (🥈28 · ⭐ 1.2K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- gdbgui (🥉27 · ⭐ 9.4K · 💀) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. ❗️GPL-3.0
-- Birdseye (🥉17 · ⭐ 1.6K · 💀) - Graphical Python debugger which lets you easily view the values of.. MIT
+- Birdseye (🥉16 · ⭐ 1.6K · 💀) - Graphical Python debugger which lets you easily view the values of.. MIT
@@ -1877,23 +1929,23 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pytest (🥇48 · ⭐ 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 910 · 🔀 2.3K · 📦 1M · 📋 5.4K - 14% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 910 · 🔀 2.4K · 📦 1M · 📋 5.5K - 15% open · ⏱️ 20.09.2023):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (📥 73M / month):
+- [PyPi](https://pypi.org/project/pytest) (📥 76M / month · 📦 17K · ⏱️ 07.09.2023):
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (📥 22M · ⏱️ 07.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest) (📥 23M · ⏱️ 07.09.2023):
```
conda install -c conda-forge pytest
```
robotframework (🥇42 · ⭐ 8.3K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (👨💻 190 · 🔀 2.1K · 📥 550 · 📦 8.6K · 📋 4.2K - 6% open · ⏱️ 14.09.2023):
+- [GitHub](https://github.com/robotframework/robotframework) (👨💻 190 · 🔀 2.1K · 📥 550 · 📦 8.7K · 📋 4.2K - 6% open · ⏱️ 14.09.2023):
```
git clone https://github.com/robotframework/robotframework
@@ -1907,25 +1959,9 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge robotframework
```
hypothesis (🥇41 · ⭐ 6.9K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨💻 310 · 🔀 560 · 📦 22K · 📋 1.4K - 3% open · ⏱️ 10.09.2023):
-
- ```
- git clone https://github.com/HypothesisWorks/hypothesis
- ```
-- [PyPi](https://pypi.org/project/hypothesis) (📥 6M / month · 📦 2.3K · ⏱️ 10.09.2023):
- ```
- pip install hypothesis
- ```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 8.1M · ⏱️ 11.09.2023):
- ```
- conda install -c conda-forge hypothesis
- ```
-tox (🥇39 · ⭐ 3.4K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (👨💻 64 · 🔀 470 · 📦 100K · 📋 1.6K - 4% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/tox-dev/tox) (👨💻 64 · 🔀 470 · 📦 100K · 📋 1.6K - 4% open · ⏱️ 18.09.2023):
```
git clone https://github.com/tox-dev/tox
@@ -1934,35 +1970,51 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (📥 780K · ⏱️ 09.09.2023):
+- [Conda](https://anaconda.org/conda-forge/tox) (📥 790K · ⏱️ 09.09.2023):
```
conda install -c conda-forge tox
```
pyautogui (🥇36 · ⭐ 8.6K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
+pytest-cov (🥇37 · ⭐ 1.5K) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/asweigart/pyautogui) (👨💻 52 · 🔀 1.1K · 📦 27K · 📋 680 - 66% open · ⏱️ 07.06.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨💻 86 · 🔀 210 · 📦 270K · 📋 380 - 36% open · ⏱️ 24.05.2023):
```
- git clone https://github.com/asweigart/pyautogui
+ git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pyautogui) (📥 650K / month · 📦 790 · ⏱️ 07.07.2021):
+- [PyPi](https://pypi.org/project/pytest-cov) (📥 26M / month · 📦 34K · ⏱️ 24.05.2023):
```
- pip install pyautogui
+ pip install pytest-cov
```
-- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 210K · ⏱️ 12.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 9.5M · ⏱️ 16.06.2023):
```
- conda install -c conda-forge pyautogui
+ conda install -c conda-forge pytest-cov
+ ```
+pytest-xdist (🥈36 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 90 · 🔀 200 · 📋 550 - 40% open · ⏱️ 19.09.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-xdist
+ ```
+- [PyPi](https://pypi.org/project/pytest-xdist) (📥 12M / month · 📦 5.3K · ⏱️ 19.05.2023):
+ ```
+ pip install pytest-xdist
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 5.2M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge pytest-xdist
```
pytest-html (🥈35 · ⭐ 620) - Plugin for generating HTML reports for pytest results. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-html) (👨💻 51 · 🔀 240 · 📦 39K · 📋 380 - 41% open · ⏱️ 14.09.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-html) (👨💻 52 · 🔀 240 · 📦 39K · 📋 380 - 41% open · ⏱️ 14.09.2023):
```
git clone https://github.com/pytest-dev/pytest-html
```
-- [PyPi](https://pypi.org/project/pytest-html) (📥 3.6M / month · 📦 780 · ⏱️ 14.09.2023):
+- [PyPi](https://pypi.org/project/pytest-html) (📥 3.8M / month · 📦 780 · ⏱️ 14.09.2023):
```
pip install pytest-html
```
@@ -1971,30 +2023,58 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pytest-html
```
pytest-cov (🥈34 · ⭐ 1.5K) - Coverage plugin for pytest. MIT
+pyautogui (🥈34 · ⭐ 8.6K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨💻 86 · 🔀 200 · 📦 270K · 📋 370 - 35% open · ⏱️ 24.05.2023):
+- [GitHub](https://github.com/asweigart/pyautogui) (👨💻 52 · 🔀 1.1K · 📦 27K · 📋 650 - 65% open · ⏱️ 07.06.2023):
```
- git clone https://github.com/pytest-dev/pytest-cov
+ git clone https://github.com/asweigart/pyautogui
```
-- [PyPi](https://pypi.org/project/pytest-cov) (📥 25M / month):
+- [PyPi](https://pypi.org/project/pyautogui) (📥 670K / month):
```
- pip install pytest-cov
+ pip install pyautogui
```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 9.4M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 210K · ⏱️ 12.06.2023):
```
- conda install -c conda-forge pytest-cov
+ conda install -c conda-forge pyautogui
+ ```
+pytest-asyncio (🥈34 · ⭐ 1.2K) - Asyncio support for pytest. Apache-2
+
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 42 · 🔀 120 · 📥 150 · 📋 240 - 11% open · ⏱️ 19.09.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-asyncio
+ ```
+- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 7.8M / month · 📦 1.1K · ⏱️ 12.07.2023):
+ ```
+ pip install pytest-asyncio
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 1.8M · ⏱️ 12.07.2023):
+ ```
+ conda install -c conda-forge pytest-asyncio
+ ```
+playwright-python (🥈33 · ⭐ 9.4K) - Python version of the Playwright testing and automation.. Apache-2
+
+- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 32 · 🔀 790 · 📦 13 · 📋 1.1K - 3% open · ⏱️ 18.09.2023):
+
+ ```
+ git clone https://github.com/microsoft/playwright-python
+ ```
+- [PyPi](https://pypi.org/project/playwright) (📥 1.4M / month · 📦 280 · ⏱️ 18.09.2023):
+ ```
+ pip install playwright
```
mimesis (🥈33 · ⭐ 4K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 120 · 🔀 310 · 📥 480 · 📦 1.5K · 📋 330 - 3% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 120 · 🔀 300 · 📥 480 · 📦 1.5K · 📋 320 - 1% open · ⏱️ 13.09.2023):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (📥 130K / month · 📦 70 · ⏱️ 19.08.2023):
+- [PyPi](https://pypi.org/project/mimesis) (📥 120K / month):
```
pip install mimesis
```
@@ -2003,25 +2083,9 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge mimesis
```
freezegun (🥈33 · ⭐ 3.8K · 💤) - Let your Python tests travel through time. Apache-2
+pytest-mock (🥈33 · ⭐ 1.7K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/spulec/freezegun) (👨💻 110 · 🔀 250 · 📋 320 - 43% open · ⏱️ 22.02.2023):
-
- ```
- git clone https://github.com/spulec/freezegun
- ```
-- [PyPi](https://pypi.org/project/freezegun) (📥 6.5M / month · 📦 4.6K · ⏱️ 12.08.2022):
- ```
- pip install freezegun
- ```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 1.4M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge freezegun
- ```
-pytest-mock (🥈33 · ⭐ 1.6K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨💻 66 · 🔀 130 · 📥 5 · 📦 68K · 📋 150 - 8% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨💻 66 · 🔀 130 · 📥 6 · 📦 68K · 📋 150 - 8% open · ⏱️ 19.09.2023):
```
git clone https://github.com/pytest-dev/pytest-mock
@@ -2035,46 +2099,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pytest-mock
```
factory_boy (🥈32 · ⭐ 3.2K) - A test fixtures replacement for Python. MIT
+nox (🥈33 · ⭐ 1.1K) - Flexible test automation for Python. Apache-2
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 380 · 📋 590 - 33% open · ⏱️ 05.09.2023):
-
- ```
- git clone https://github.com/FactoryBoy/factory_boy
- ```
-- [PyPi](https://pypi.org/project/factory_boy) (📥 3.2M / month · 📦 800 · ⏱️ 19.07.2023):
- ```
- pip install factory_boy
- ```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 130K · ⏱️ 19.07.2023):
- ```
- conda install -c conda-forge factory_boy
- ```
-pytest-bdd (🥈32 · ⭐ 1.2K) - BDD library for the py.test runner. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨💻 58 · 🔀 190 · 📦 3K · 📋 300 - 34% open · ⏱️ 12.08.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-bdd
- ```
-- [PyPi](https://pypi.org/project/pytest-bdd) (📥 710K / month):
- ```
- pip install pytest-bdd
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 55K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge pytest-bdd
- ```
-nox (🥈32 · ⭐ 1.1K) - Flexible test automation for Python. Apache-2
-
-- [GitHub](https://github.com/wntrblm/nox) (👨💻 91 · 🔀 140 · 📦 4.5K · 📋 330 - 16% open · ⏱️ 16.07.2023):
+- [GitHub](https://github.com/wntrblm/nox) (👨💻 91 · 🔀 140 · 📦 4.5K · 📋 330 - 17% open · ⏱️ 16.07.2023):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (📥 1M / month):
+- [PyPi](https://pypi.org/project/nox) (📥 990K / month · 📦 370 · ⏱️ 23.04.2023):
```
pip install nox
```
@@ -2083,14 +2115,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge nox
```
asv (🥈32 · ⭐ 800) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
+asv (🥈33 · ⭐ 800) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/airspeed-velocity/asv) (👨💻 76 · 🔀 160 · 📦 980 · 📋 550 - 23% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/airspeed-velocity/asv) (👨💻 76 · 🔀 170 · 📥 100 · 📦 990 · 📋 560 - 25% open · ⏱️ 11.09.2023):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (📥 39K / month):
+- [PyPi](https://pypi.org/project/asv) (📥 47K / month · 📦 76 · ⏱️ 11.09.2023):
```
pip install asv
```
@@ -2099,35 +2131,55 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge asv
```
playwright-python (🥈31 · ⭐ 9.3K) - Python version of the Playwright testing and automation.. Apache-2
+pytest-bdd (🥈32 · ⭐ 1.2K) - BDD library for the py.test runner. MIT
-- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 32 · 🔀 730 · 📦 13 · 📋 1.1K - 3% open · ⏱️ 05.09.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨💻 58 · 🔀 200 · 📦 3K · 📋 340 - 41% open · ⏱️ 18.09.2023):
```
- git clone https://github.com/microsoft/playwright-python
+ git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/playwright) (📥 1.5M / month):
+- [PyPi](https://pypi.org/project/pytest-bdd) (📥 720K / month · 📦 180 · ⏱️ 08.11.2022):
```
- pip install playwright
+ pip install pytest-bdd
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 55K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge pytest-bdd
```
pytest-asyncio (🥈29 · ⭐ 1.2K) - Asyncio support for pytest. Apache-2
+pytest-sugar (🥈30 · ⭐ 1.1K) - a plugin for py.test that changes the default look and feel.. BSD-3
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 42 · 🔀 120 · 📥 150 · 📋 240 - 10% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (👨💻 50 · 🔀 70 · 📥 7 · 📦 23K · 📋 120 - 20% open · ⏱️ 08.08.2023):
```
- git clone https://github.com/pytest-dev/pytest-asyncio
+ git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 7.7M / month):
+- [PyPi](https://pypi.org/project/pytest-sugar) (📥 980K / month · 📦 2.8K · ⏱️ 10.04.2023):
```
- pip install pytest-asyncio
+ pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 1.8M · ⏱️ 12.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 210K · ⏱️ 02.07.2023):
```
- conda install -c conda-forge pytest-asyncio
+ conda install -c conda-forge pytest-sugar
```
coveralls-python (🥈29 · ⭐ 530) - Show coverage stats online via coveralls.io. MIT
+pytest-benchmark (🥉29 · ⭐ 1.1K) - py.test fixture for benchmarking code. BSD-2
+
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 39 · 🔀 110 · 📦 7.5K · 📋 180 - 52% open · ⏱️ 27.04.2023):
+
+ ```
+ git clone https://github.com/ionelmc/pytest-benchmark
+ ```
+- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 690K / month · 📦 700 · ⏱️ 25.10.2022):
+ ```
+ pip install pytest-benchmark
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 1.9M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge pytest-benchmark
+ ```
+coveralls-python (🥉29 · ⭐ 530) - Show coverage stats online via coveralls.io. MIT
- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 64 · 🔀 190 · 📦 32K · 📋 170 - 15% open · ⏱️ 14.08.2023):
@@ -2143,46 +2195,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge coveralls
```
pytest-xdist (🥉28 · ⭐ 1.2K · 📉) - pytest plugin for distributed testing and loop-on-.. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 90 · 🔀 190 · 📋 550 - 39% open · ⏱️ 12.09.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-xdist
- ```
-- [PyPi](https://pypi.org/project/pytest-xdist) (📥 12M / month):
- ```
- pip install pytest-xdist
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 5.2M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge pytest-xdist
- ```
-pytest-benchmark (🥉28 · ⭐ 1.1K) - py.test fixture for benchmarking code. BSD-2
-
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 39 · 🔀 100 · 📦 7.5K · 📋 180 - 50% open · ⏱️ 27.04.2023):
-
- ```
- git clone https://github.com/ionelmc/pytest-benchmark
- ```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 680K / month):
- ```
- pip install pytest-benchmark
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 1.9M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge pytest-benchmark
- ```
-pytest-testinfra (🥉27 · ⭐ 2.2K) - Testinfra test your infrastructures. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 130 · 🔀 330 · 📋 330 - 35% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 130 · 🔀 330 · 📋 330 - 36% open · ⏱️ 28.08.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 350K / month):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 370K / month):
```
pip install pytest-testinfra
```
@@ -2191,14 +2211,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pytest-testinfra
```
pytest-randomly (🥉27 · ⭐ 540 · 📈) - Pytest plugin to randomly order tests and control random.seed. MIT
+pytest-randomly (🥉27 · ⭐ 540) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨💻 20 · 🔀 29 · 📋 62 - 14% open · ⏱️ 10.09.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨💻 20 · 🔀 29 · 📋 62 - 14% open · ⏱️ 19.09.2023):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-randomly) (📥 1.2M / month · 📦 270 · ⏱️ 15.08.2023):
+- [PyPi](https://pypi.org/project/pytest-randomly) (📥 1.1M / month · 📦 270 · ⏱️ 15.08.2023):
```
pip install pytest-randomly
```
@@ -2207,6 +2227,22 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pytest-randomly
```
freezegun (🥉26 · ⭐ 3.8K · 💤) - Let your Python tests travel through time. Apache-2
+
+- [GitHub](https://github.com/spulec/freezegun) (👨💻 110 · 🔀 240 · 📋 290 - 38% open · ⏱️ 22.02.2023):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (📥 6.6M / month):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 1.5M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+pytest-testmon (🥉26 · ⭐ 720) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0
- [GitHub](https://github.com/tarpas/pytest-testmon) (👨💻 24 · 🔀 51 · 📦 1.2K · 📋 150 - 18% open · ⏱️ 13.07.2023):
@@ -2230,29 +2266,29 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (📥 290K / month · 📦 470 · ⏱️ 18.12.2022):
+- [PyPi](https://pypi.org/project/pytest-mypy) (📥 280K / month · 📦 470 · ⏱️ 18.12.2022):
```
pip install pytest-mypy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 84K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 85K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pytest-mypy
```
green (🥉25 · ⭐ 770) - Green is a clean, colorful, fast python test runner. MIT
+factory_boy (🥉25 · ⭐ 3.2K · 📉) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/CleanCut/green) (👨💻 39 · 🔀 80 · 📋 180 - 2% open · ⏱️ 18.05.2023):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 360 · 📋 560 - 29% open · ⏱️ 05.09.2023):
```
- git clone https://github.com/CleanCut/green
+ git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/green) (📥 12K / month · 📦 240 · ⏱️ 21.09.2022):
+- [PyPi](https://pypi.org/project/factory_boy) (📥 3.3M / month):
```
- pip install green
+ pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/green) (📥 130K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 140K · ⏱️ 19.07.2023):
```
- conda install -c conda-forge green
+ conda install -c conda-forge factory_boy
```
pytest-plugins (🥉24 · ⭐ 520 · 💤) - A grab-bag of nifty pytest plugins. MIT
@@ -2262,51 +2298,51 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/man-group/pytest-plugins
```
-- [PyPi](https://pypi.org/project/pytest-virtualenv) (📥 52K / month · 📦 74 · ⏱️ 28.05.2019):
+- [PyPi](https://pypi.org/project/pytest-virtualenv) (📥 43K / month · 📦 74 · ⏱️ 28.05.2019):
```
pip install pytest-virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (📥 49K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (📥 50K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pytest-shutil
```
pytest-datadir (🥉23 · ⭐ 220) - pytest plugin for manipulating test data directories and.. MIT
+green (🥉20 · ⭐ 770) - Green is a clean, colorful, fast python test runner. MIT
-- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (👨💻 10 · 🔀 21 · 📦 1.5K · 📋 20 - 40% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/CleanCut/green) (👨💻 39 · 🔀 74 · 📋 180 - 2% open · ⏱️ 18.05.2023):
```
- git clone https://github.com/gabrielcnr/pytest-datadir
+ git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/pytest-datadir) (📥 180K / month · 📦 120 · ⏱️ 25.10.2022):
+- [PyPi](https://pypi.org/project/green) (📥 12K / month):
```
- pip install pytest-datadir
+ pip install green
```
-- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (📥 220K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/green) (📥 130K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge pytest-datadir
+ conda install -c conda-forge green
```
pytest-docker (🥉22 · ⭐ 350) - Docker-based integration tests. MIT
+pytest-docker (🥉19 · ⭐ 350) - Docker-based integration tests. MIT
-- [GitHub](https://github.com/avast/pytest-docker) (👨💻 18 · 🔀 61 · 📥 130 · 📋 53 - 35% open · ⏱️ 01.09.2023):
+- [GitHub](https://github.com/avast/pytest-docker) (👨💻 18 · 🔀 57 · 📥 130 · 📋 43 - 20% open · ⏱️ 01.09.2023):
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (📥 140K / month · 📦 45 · ⏱️ 01.09.2023):
+- [PyPi](https://pypi.org/project/pytest-docker) (📥 140K / month):
```
pip install pytest-docker
```
xdoctest (🥉22 · ⭐ 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+xdoctest (🥉19 · ⭐ 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 9 · 🔀 10 · 📋 45 - 42% open · ⏱️ 04.08.2023):
+- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 9 · 🔀 10 · 📋 44 - 40% open · ⏱️ 04.08.2023):
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (📥 120K / month · 📦 100 · ⏱️ 30.01.2023):
+- [PyPi](https://pypi.org/project/xdoctest) (📥 130K / month):
```
pip install xdoctest
```
@@ -2315,21 +2351,22 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge xdoctest
```
Show 13 hidden projects...
+Show 14 hidden projects...
-- nose (🥈30 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗Unlicensed
-- nose2 (🥈29 · ⭐ 760) - The successor to nose, based on unittest2. ❗Unlicensed
-- pytest-sugar (🥉28 · ⭐ 1.1K) - a plugin for py.test that changes the default look.. ❗Unlicensed ❗Unlicensed
+- hypothesis (🥇38 · ⭐ 6.9K) - Hypothesis is a powerful, flexible, and easy to use library.. ❗Unlicensed
+- nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
+- nose2 (🥉29 · ⭐ 760) - The successor to nose, based on unittest2. ❗Unlicensed
+- PyHamcrest (🥉28 · ⭐ 720) - Hamcrest matchers for Python. ❗Unlicensed
- ddt (🥉27 · ⭐ 430 · 💀) - Data-Driven Tests for Python Unittest. MIT
-- uiautomator (🥉25 · ⭐ 1.9K · 💀) - Python wrapper of Android uiautomator test tool. MIT
+- uiautomator (🥉26 · ⭐ 1.9K · 💀) - Python wrapper of Android uiautomator test tool. MIT
+- pytest-watch (🥉26 · ⭐ 700 · 💀) - Local continuous test runner with pytest and watchdog. MIT MIT MIT MIT
- sixpack (🥉21 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
-- assertpy (🥉20 · ⭐ 430 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
+- pytest-datadir (🥉19 · ⭐ 220) - pytest plugin for manipulating test data directories.. ❗Unlicensed ❗️GPL-2.0
-- pytest-play (🥉15 · ⭐ 68 · 💀) - pytest plugin that let you automate actions and.. Apache-2 BSD-3
+- pytest-play (🥉12 · ⭐ 68 · 💀) - pytest plugin that let you automate actions and.. Apache-2
@@ -2341,12 +2378,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pyinstaller (🥇42 · ⭐ 11K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 460 · 🔀 1.9K · 📥 740K · 📦 48K · 📋 5K - 5% open · ⏱️ 10.09.2023):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 460 · 🔀 1.8K · 📥 740K · 📦 48K · 📋 5K - 5% open · ⏱️ 17.09.2023):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (📥 1.6M / month · 📦 340 · ⏱️ 29.08.2023):
+- [PyPi](https://pypi.org/project/pyinstaller) (📥 1.7M / month):
```
pip install pyinstaller
```
@@ -2357,108 +2394,84 @@ This curated list contains 270 awesome open-source projects with a total of 870K
Nuitka (🥇39 · ⭐ 9.7K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 150 · 🔀 520 · 📦 1.5K · 📋 1.9K - 7% open · ⏱️ 13.09.2023):
+- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 150 · 🔀 510 · 📦 1.5K · 📋 2K - 7% open · ⏱️ 20.09.2023):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (📥 78K / month · 📦 61 · ⏱️ 11.09.2023):
+- [PyPi](https://pypi.org/project/nuitka) (📥 83K / month · 📦 61 · ⏱️ 19.09.2023):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 570K · ⏱️ 11.09.2023):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 570K · ⏱️ 19.09.2023):
```
conda install -c conda-forge nuitka
```
pex (🥈32 · ⭐ 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
+pex (🥈30 · ⭐ 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pantsbuild/pex) (👨💻 120 · 🔀 240 · 📥 3.2M · 📋 1.1K - 15% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/pantsbuild/pex) (👨💻 120 · 🔀 240 · 📥 3.3M · 📋 1.1K - 14% open · ⏱️ 18.09.2023):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (📥 930K / month · 📦 140 · ⏱️ 28.08.2023):
+- [PyPi](https://pypi.org/project/pex) (📥 930K / month):
```
pip install pex
```
cx_Freeze (🥈32 · ⭐ 1.1K · 📈) - Create standalone executables from Python scripts, with the.. Python-2.0
-
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 100 · 🔀 200 · 📋 870 - 5% open · ⏱️ 14.09.2023):
-
- ```
- git clone https://github.com/marcelotduarte/cx_Freeze
- ```
-- [PyPi](https://pypi.org/project/cx_freeze) (📥 110K / month · 📦 51 · ⏱️ 08.09.2023):
- ```
- pip install cx_freeze
- ```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 260K · ⏱️ 08.09.2023):
- ```
- conda install -c conda-forge cx_freeze
- ```
-briefcase (🥈28 · ⭐ 2.1K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/beeware/briefcase) (👨💻 130 · 🔀 290 · 📥 180 · 📋 640 - 17% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/beeware/briefcase) (👨💻 130 · 🔀 290 · 📥 180 · 📋 640 - 16% open · ⏱️ 19.09.2023):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (📥 4K / month):
+- [PyPi](https://pypi.org/project/briefcase) (📥 4.3K / month):
```
pip install briefcase
```
PyOxidizer (🥉27 · ⭐ 4.9K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0
+PyOxidizer (🥈27 · ⭐ 4.9K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0
- [GitHub](https://github.com/indygreg/PyOxidizer) (👨💻 54 · 🔀 200 · 📥 11K · 📦 150 · 📋 560 - 58% open · ⏱️ 21.01.2023):
```
git clone https://github.com/indygreg/PyOxidizer
```
-- [PyPi](https://pypi.org/project/pyoxidizer) (📥 3.7K / month · 📦 2 · ⏱️ 02.01.2023):
+- [PyPi](https://pypi.org/project/pyoxidizer) (📥 4K / month · 📦 2 · ⏱️ 02.01.2023):
```
pip install pyoxidizer
```
constructor (🥉25 · ⭐ 420) - tool for creating installers from conda packages. BSD-3
+cx_Freeze (🥈27 · ⭐ 1.1K) - Create standalone executables from Python scripts, with the.. ❗Unlicensed
-- [GitHub](https://github.com/conda/constructor) (👨💻 70 · 🔀 160 · 📥 280 · 📦 14 · 📋 330 - 11% open · ⏱️ 04.09.2023):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 100 · 🔀 200 · 📋 870 - 5% open · ⏱️ 21.09.2023):
```
- git clone https://github.com/conda/constructor
+ git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [Conda](https://anaconda.org/anaconda/constructor) (📥 8.2K · ⏱️ 07.09.2023):
+- [PyPi](https://pypi.org/project/cx_freeze) (📥 110K / month):
```
- conda install -c anaconda constructor
+ pip install cx_freeze
+ ```
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 270K · ⏱️ 08.09.2023):
+ ```
+ conda install -c conda-forge cx_freeze
```
shiv (🥉24 · ⭐ 1.6K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+shiv (🥉22 · ⭐ 1.6K) - shiv is a command line utility for building fully self contained Python.. BSD-2
-- [GitHub](https://github.com/linkedin/shiv) (👨💻 39 · 🔀 89 · 📥 600 · 📋 120 - 35% open · ⏱️ 07.09.2023):
+- [GitHub](https://github.com/linkedin/shiv) (👨💻 39 · 🔀 83 · 📥 600 · 📋 120 - 33% open · ⏱️ 07.09.2023):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (📥 24K / month · 📦 13 · ⏱️ 07.09.2023):
+- [PyPi](https://pypi.org/project/shiv) (📥 27K / month):
```
pip install shiv
```
py2exe (🥉23 · ⭐ 640 · 💤) - Create standalone Windows programs from Python code. MIT
-
-- [GitHub](https://github.com/py2exe/py2exe) (👨💻 17 · 🔀 80 · 📥 14K · 📦 1.8K · 📋 150 - 11% open · ⏱️ 27.01.2023):
-
- ```
- git clone https://github.com/py2exe/py2exe
- ```
-- [PyPi](https://pypi.org/project/py2exe) (📥 15K / month · 📦 180 · ⏱️ 05.11.2022):
- ```
- pip install py2exe
- ```
-xar (🥉21 · ⭐ 1.6K) - executable archive format. BSD-3
- [GitHub](https://github.com/facebookincubator/xar) (👨💻 41 · 🔀 55 · 📦 28 · 📋 33 - 24% open · ⏱️ 05.09.2023):
@@ -2466,7 +2479,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/facebookincubator/xar
```
-- [PyPi](https://pypi.org/project/xar) (📥 490 / month · ⏱️ 02.12.2020):
+- [PyPi](https://pypi.org/project/xar) (📥 440 / month · ⏱️ 02.12.2020):
```
pip install xar
```
@@ -2479,11 +2492,13 @@ This curated list contains 270 awesome open-source projects with a total of 870K
git clone https://github.com/google/subpar
```
Show 4 hidden projects...
+Show 6 hidden projects...
- packaging (🥈35 · ⭐ 520) - Core utilities for Python packages. ❗Unlicensed
- py2app (🥉25 · ⭐ 270) - py2app is a Python setuptools command which will allow you to make.. ❗Unlicensed
-- pynsist (🥉23 · ⭐ 850 · 💀) - Build Windows installers for Python applications. MIT
+- constructor (🥉23 · ⭐ 420) - tool for creating installers from conda packages. ❗Unlicensed
+- py2exe (🥉21 · ⭐ 640 · 💤) - Create standalone Windows programs from Python code. ❗Unlicensed
+- pynsist (🥉19 · ⭐ 850 · 💀) - Build Windows installers for Python applications. ❗Unlicensed
- pyship (🥉11 · ⭐ 34) - pyship - ship Python desktop apps to end users. MIT
@@ -2499,23 +2514,23 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (📥 330M / month):
+- [PyPi](https://pypi.org/project/setuptools) (📥 340M / month):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 91M · ⏱️ 12.09.2023):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 92M · ⏱️ 12.09.2023):
```
conda install -c conda-forge setuptools
```
buildbot (🥇36 · ⭐ 5.1K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (👨💻 850 · 🔀 1.5K · 📥 33K · 📦 330 · 📋 1.5K - 44% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/buildbot/buildbot) (👨💻 850 · 🔀 1.6K · 📥 33K · 📦 330 · 📋 1.5K - 45% open · ⏱️ 18.09.2023):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (📥 33K / month):
+- [PyPi](https://pypi.org/project/buildbot) (📥 32K / month · 📦 460 · ⏱️ 03.09.2023):
```
pip install buildbot
```
@@ -2524,41 +2539,25 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge buildbot
```
invoke (🥈35 · ⭐ 4.1K) - Pythonic task management & command execution. BSD-2
-
-- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 60 · 🔀 350 · 📦 22K · 📋 780 - 48% open · ⏱️ 12.07.2023):
-
- ```
- git clone https://github.com/pyinvoke/invoke
- ```
-- [PyPi](https://pypi.org/project/invoke) (📥 5.9M / month · 📦 2.8K · ⏱️ 12.07.2023):
- ```
- pip install invoke
- ```
-- [Conda](https://anaconda.org/conda-forge/invoke) (📥 930K · ⏱️ 13.07.2023):
- ```
- conda install -c conda-forge invoke
- ```
-wheel (🥈35 · ⭐ 440) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/pypa/wheel) (👨💻 74 · 🔀 130 · 📦 230K · 📋 370 - 8% open · ⏱️ 12.09.2023):
+- [GitHub](https://github.com/pypa/wheel) (👨💻 74 · 🔀 130 · 📦 230K · 📋 370 - 9% open · ⏱️ 19.09.2023):
```
git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/wheel) (📥 250M / month):
+- [PyPi](https://pypi.org/project/wheel) (📥 260M / month):
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (📥 75M · ⏱️ 22.08.2023):
+- [Conda](https://anaconda.org/conda-forge/wheel) (📥 76M · ⏱️ 22.08.2023):
```
conda install -c conda-forge wheel
```
twine (🥈34 · ⭐ 1.5K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (👨💻 120 · 🔀 290 · 📦 95K · 📋 460 - 10% open · ⏱️ 05.09.2023):
+- [GitHub](https://github.com/pypa/twine) (👨💻 120 · 🔀 290 · 📦 95K · 📋 470 - 10% open · ⏱️ 05.09.2023):
```
git clone https://github.com/pypa/twine
@@ -2572,30 +2571,46 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge twine
```
flit (🥈31 · ⭐ 2K) - Simplified packaging of Python modules. BSD-3
+setuptools_scm (🥈34 · ⭐ 760) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/flit) (👨💻 68 · 🔀 120 · 📦 1.6K · 📋 400 - 32% open · ⏱️ 06.09.2023):
+- [GitHub](https://github.com/pypa/setuptools_scm) (👨💻 120 · 🔀 200 · 📋 510 - 16% open · ⏱️ 21.09.2023):
```
- git clone https://github.com/pypa/flit
+ git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/flit) (📥 230K / month · 📦 460 · ⏱️ 14.05.2023):
+- [PyPi](https://pypi.org/project/setuptools_scm) (📥 18M / month · 📦 720 · ⏱️ 21.09.2023):
```
- pip install flit
+ pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/flit) (📥 170K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 1.9M · ⏱️ 16.06.2023):
```
- conda install -c conda-forge flit
+ conda install -c conda-forge setuptools_scm
```
scons (🥈31 · ⭐ 1.8K) - SCons - a software construction tool. MIT
+invoke (🥈33 · ⭐ 4.1K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/SCons/scons) (👨💻 150 · 🔀 280 · 📥 1.4K · 📋 3.4K - 18% open · ⏱️ 09.09.2023):
+- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 60 · 🔀 350 · 📦 22K · 📋 710 - 43% open · ⏱️ 12.07.2023):
+
+ ```
+ git clone https://github.com/pyinvoke/invoke
+ ```
+- [PyPi](https://pypi.org/project/invoke) (📥 5.9M / month):
+ ```
+ pip install invoke
+ ```
+- [Conda](https://anaconda.org/conda-forge/invoke) (📥 930K · ⏱️ 13.07.2023):
+ ```
+ conda install -c conda-forge invoke
+ ```
+scons (🥉31 · ⭐ 1.8K) - SCons - a software construction tool. MIT
+
+- [GitHub](https://github.com/SCons/scons) (👨💻 150 · 🔀 280 · 📥 1.4K · 📋 3.4K - 18% open · ⏱️ 17.09.2023):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (📥 360K / month):
+- [PyPi](https://pypi.org/project/scons) (📥 370K / month):
```
pip install scons
```
@@ -2604,6 +2619,22 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge scons
```
flit (🥉29 · ⭐ 2K) - Simplified packaging of Python modules. BSD-3
+
+- [GitHub](https://github.com/pypa/flit) (👨💻 68 · 🔀 120 · 📦 1.6K · 📋 380 - 28% open · ⏱️ 06.09.2023):
+
+ ```
+ git clone https://github.com/pypa/flit
+ ```
+- [PyPi](https://pypi.org/project/flit) (📥 230K / month):
+ ```
+ pip install flit
+ ```
+- [Conda](https://anaconda.org/conda-forge/flit) (📥 170K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge flit
+ ```
+doit (🥉29 · ⭐ 1.7K · 💤) - task management & automation tool. MIT
- [GitHub](https://github.com/pydoit/doit) (👨💻 65 · 🔀 160 · 📦 1.6K · 📋 300 - 26% open · ⏱️ 16.01.2023):
@@ -2620,30 +2651,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge doit
```
setuptools_scm (🥉29 · ⭐ 750) - the blessed package to manage your versions by scm tags. MIT
+pybuilder (🥉29 · ⭐ 1.6K) - Software build automation tool for Python. Apache-2
-- [GitHub](https://github.com/pypa/setuptools_scm) (👨💻 120 · 🔀 190 · 📋 490 - 15% open · ⏱️ 13.09.2023):
-
- ```
- git clone https://github.com/pypa/setuptools_scm
- ```
-- [PyPi](https://pypi.org/project/setuptools_scm) (📥 17M / month):
- ```
- pip install setuptools_scm
- ```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 1.9M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge setuptools_scm
- ```
-pybuilder (🥉26 · ⭐ 1.6K) - Software build automation tool for Python. Apache-2
-
-- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 240 · 📋 510 - 16% open · ⏱️ 10.07.2023):
+- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 260 · 📋 520 - 18% open · ⏱️ 10.07.2023):
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (📥 27K / month):
+- [PyPi](https://pypi.org/project/pybuilder) (📥 28K / month · 📦 60 · ⏱️ 04.11.2022):
```
pip install pybuilder
```
@@ -2652,14 +2667,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pybuilder
```
universal-build (🥉14 · ⭐ 19 · 💤) - Universal build utilities for containerized build pipelines. MIT
+universal-build (🥉13 · ⭐ 18 · 💤) - Universal build utilities for containerized build pipelines. MIT
-- [GitHub](https://github.com/ml-tooling/universal-build) (👨💻 5 · 🔀 7 · 📥 19 · 📦 12 · ⏱️ 15.09.2022):
+- [GitHub](https://github.com/ml-tooling/universal-build) (👨💻 5 · 🔀 6 · 📥 19 · 📦 12 · ⏱️ 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (📥 220 / month):
+- [PyPi](https://pypi.org/project/universal-build) (📥 140 / month):
```
pip install universal-build
```
@@ -2676,82 +2691,38 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-psutil (🥇45 · ⭐ 9.5K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (🥇43 · ⭐ 9.5K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (👨💻 200 · 🔀 1.3K · 📦 360K · 📋 1.7K - 16% open · ⏱️ 07.08.2023):
+- [GitHub](https://github.com/giampaolo/psutil) (👨💻 200 · 🔀 1.3K · 📦 370K · 📋 1.6K - 14% open · ⏱️ 07.08.2023):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (📥 71M / month · 📦 17K · ⏱️ 17.04.2023):
+- [PyPi](https://pypi.org/project/psutil) (📥 90M / month):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (📥 25M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/psutil) (📥 26M · ⏱️ 16.06.2023):
```
conda install -c conda-forge psutil
```
Glances (🥇36 · ⭐ 23K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
-
-- [GitHub](https://github.com/nicolargo/glances) (👨💻 180 · 🔀 1.4K · 📥 1.5K · 📦 710 · 📋 1.7K - 12% open · ⏱️ 09.09.2023):
-
- ```
- git clone https://github.com/nicolargo/glances
- ```
-- [PyPi](https://pypi.org/project/glances) (📥 150K / month · 📦 51 · ⏱️ 26.05.2022):
- ```
- pip install glances
- ```
-- [Conda](https://anaconda.org/conda-forge/glances) (📥 210K · ⏱️ 05.06.2023):
- ```
- conda install -c conda-forge glances
- ```
-Scalene (🥈33 · ⭐ 9.9K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-
-- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 43 · 🔀 320 · 📦 490 · 📋 400 - 35% open · ⏱️ 13.09.2023):
-
- ```
- git clone https://github.com/plasma-umass/scalene
- ```
-- [PyPi](https://pypi.org/project/scalene) (📥 30K / month · 📦 5 · ⏱️ 12.09.2023):
- ```
- pip install scalene
- ```
-pyinstrument (🥈33 · ⭐ 5.5K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
+pyinstrument (🥈33 · ⭐ 5.6K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
- [GitHub](https://github.com/joerick/pyinstrument) (👨💻 51 · 🔀 230 · 📦 1.7K · 📋 120 - 15% open · ⏱️ 07.09.2023):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (📥 640K / month · 📦 120 · ⏱️ 07.09.2023):
+- [PyPi](https://pypi.org/project/pyinstrument) (📥 660K / month · 📦 120 · ⏱️ 07.09.2023):
```
pip install pyinstrument
```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 240K · ⏱️ 07.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 250K · ⏱️ 07.09.2023):
```
conda install -c conda-forge pyinstrument
```
memray (🥈32 · ⭐ 11K) - Memray is a memory profiler for Python. Apache-2
-
-- [GitHub](https://github.com/bloomberg/memray) (👨💻 37 · 🔀 330 · 📦 200 · 📋 130 - 11% open · ⏱️ 13.09.2023):
-
- ```
- git clone https://github.com/bloomberg/memray
- ```
-- [PyPi](https://pypi.org/project/memray) (📥 290K / month):
- ```
- pip install memray
- ```
-- [Conda](https://anaconda.org/conda-forge/memray) (📥 64K · ⏱️ 02.08.2023):
- ```
- conda install -c conda-forge memray
- ```
-py-spy (🥈32 · ⭐ 11K) - Sampling profiler for Python programs. MIT
- [GitHub](https://github.com/benfred/py-spy) (👨💻 34 · 🔀 380 · 📥 14K · 📦 3K · 📋 320 - 42% open · ⏱️ 05.09.2023):
@@ -2759,55 +2730,71 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (📥 2.5M / month · 📦 45 · ⏱️ 07.09.2022):
+- [PyPi](https://pypi.org/project/py-spy) (📥 2.3M / month · 📦 45 · ⏱️ 07.09.2022):
```
pip install py-spy
```
-- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 470K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 480K · ⏱️ 16.06.2023):
```
conda install -c conda-forge py-spy
```
-- [Cargo](https://crates.io/crates/py-spy) (📥 450 / month · 📦 1 · ⏱️ 07.09.2022):
+- [Cargo](https://crates.io/crates/py-spy) (📥 400 / month · 📦 1 · ⏱️ 07.09.2022):
```
cargo install py-spy
```
memory-profiler (🥈29 · ⭐ 4K) - Monitor Memory usage of Python code. BSD-3
+Scalene (🥈32 · ⭐ 10K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/pythonprofilers/memory_profiler) (👨💻 100 · 🔀 370 · 📋 240 - 53% open · ⏱️ 21.07.2023):
+- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 43 · 🔀 330 · 📦 490 · 📋 400 - 35% open · ⏱️ 21.09.2023):
```
- git clone https://github.com/pythonprofilers/memory_profiler
+ git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/memory_profiler) (📥 820K / month · 📦 210 · ⏱️ 15.11.2022):
+- [PyPi](https://pypi.org/project/scalene) (📥 34K / month · 📦 5 · ⏱️ 15.09.2023):
```
- pip install memory_profiler
- ```
-- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 360K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge memory_profiler
+ pip install scalene
```
Diamond (🥈29 · ⭐ 1.7K · 💤) - Diamond is a python daemon that collects system metrics and publishes.. MIT
+memray (🥈31 · ⭐ 11K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/python-diamond/Diamond) (👨💻 390 · 🔀 600 · 📦 150 · 📋 300 - 44% open · ⏱️ 29.01.2023):
+- [GitHub](https://github.com/bloomberg/memray) (👨💻 37 · 🔀 330 · 📦 210 · 📋 140 - 12% open · ⏱️ 19.09.2023):
```
- git clone https://github.com/python-diamond/Diamond
+ git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/diamond) (📥 8.6K / month · 📦 34 · ⏱️ 25.11.2016):
+- [PyPi](https://pypi.org/project/memray) (📥 270K / month · 📦 8 · ⏱️ 01.08.2023):
```
- pip install diamond
+ pip install memray
+ ```
+- [Conda](https://anaconda.org/conda-forge/memray) (📥 65K · ⏱️ 02.08.2023):
+ ```
+ conda install -c conda-forge memray
```
Yappi (🥉28 · ⭐ 1.2K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
+line_profiler (🥈28 · ⭐ 2.1K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/sumerc/yappi) (👨💻 28 · 🔀 66 · 📦 1K · 📋 70 - 27% open · ⏱️ 29.05.2023):
+- [GitHub](https://github.com/pyutils/line_profiler) (👨💻 41 · 🔀 100 · 📋 93 - 47% open · ⏱️ 21.08.2023):
+
+ ```
+ git clone https://github.com/pyutils/line_profiler
+ ```
+- [PyPi](https://pypi.org/project/line_profiler) (📥 420K / month · 📦 82 · ⏱️ 22.08.2023):
+ ```
+ pip install line_profiler
+ ```
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 430K · ⏱️ 22.08.2023):
+ ```
+ conda install -c conda-forge line_profiler
+ ```
+Yappi (🥈28 · ⭐ 1.2K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
+
+- [GitHub](https://github.com/sumerc/yappi) (👨💻 28 · 🔀 66 · 📦 1K · 📋 75 - 32% open · ⏱️ 29.05.2023):
```
git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/yappi) (📥 1.5M / month):
+- [PyPi](https://pypi.org/project/yappi) (📥 1.5M / month · 📦 350 · ⏱️ 31.10.2022):
```
pip install yappi
```
@@ -2816,16 +2803,29 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge yappi
```
Show 9 hidden projects...
+Diamond (🥉27 · ⭐ 1.7K · 💤) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-- Bpytop (🥉28 · ⭐ 9.5K · 💀) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- pympler (🥉26 · ⭐ 1.1K · 💀) - Development tool to measure, monitor and analyze the memory.. Apache-2
-- line_profiler (🥉23 · ⭐ 2.1K) - Line-by-line profiling for Python. ❗Unlicensed
-- vprof (🥉22 · ⭐ 3.9K · 💀) - Visual profiler for Python. BSD-2
+- [GitHub](https://github.com/python-diamond/Diamond) (👨💻 390 · 🔀 570 · 📦 150 · 📋 240 - 27% open · ⏱️ 29.01.2023):
+
+ ```
+ git clone https://github.com/python-diamond/Diamond
+ ```
+- [PyPi](https://pypi.org/project/diamond) (📥 9.8K / month):
+ ```
+ pip install diamond
+ ```
+Show 10 hidden projects...
+
+- Glances (🥇35 · ⭐ 24K) - Glances an Eye on your system. A top/htop alternative for.. ❗Unlicensed
+- Bpytop (🥉27 · ⭐ 9.5K · 💀) - Linux/OSX/FreeBSD resource monitor. Apache-2
+- memory_profiler (🥉26 · ⭐ 4K · 💀) - Monitor Memory usage of Python code. BSD-3
+- vprof (🥉23 · ⭐ 3.9K · 💀) - Visual profiler for Python. BSD-2
+- memory-profiler (🥉22 · ⭐ 4K · 📉) - Monitor Memory usage of Python code. ❗Unlicensed
- Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
-- heartrate (🥉20 · ⭐ 1.6K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
-- pyheat (🥉17 · ⭐ 770 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
-- memory_profiler (🥉15 · ⭐ 83 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed
+- pympler (🥉21 · ⭐ 1.1K · 💀) - Development tool to measure, monitor and analyze the memory.. Apache-2
+- heartrate (🥉19 · ⭐ 1.6K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
+- pyheat (🥉17 · ⭐ 780 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (🥉12 · ⭐ 2.5K · 💀) - Visually trace Python code in real-time. MIT
@@ -2857,11 +2857,11 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/executing) (📥 13M / month · 📦 150 · ⏱️ 29.10.2022):
+- [PyPi](https://pypi.org/project/executing) (📥 14M / month · 📦 150 · ⏱️ 29.10.2022):
```
pip install executing
```
-- [Conda](https://anaconda.org/conda-forge/executing) (📥 8.9M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/executing) (📥 9M · ⏱️ 16.06.2023):
```
conda install -c conda-forge executing
```
@@ -2889,7 +2889,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/astor) (📥 4.8M / month · 📦 2.2K · ⏱️ 10.12.2019):
+- [PyPi](https://pypi.org/project/astor) (📥 4.9M / month · 📦 2.2K · ⏱️ 10.12.2019):
```
pip install astor
```
@@ -2905,7 +2905,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/newville/asteval
```
-- [PyPi](https://pypi.org/project/asteval) (📥 260K / month · 📦 180 · ⏱️ 24.05.2022):
+- [PyPi](https://pypi.org/project/asteval) (📥 270K / month · 📦 180 · ⏱️ 24.05.2022):
```
pip install asteval
```
@@ -2926,16 +2926,16 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pre-commit (🥇41 · ⭐ 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 150 · 🔀 670 · 📥 630K · 📦 150K · 📋 1.8K - 0% open · ⏱️ 11.09.2023):
+- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 150 · 🔀 750 · 📥 640K · 📦 150K · 📋 1.9K - 1% open · ⏱️ 19.09.2023):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (📥 14M / month):
+- [PyPi](https://pypi.org/project/pre-commit) (📥 14M / month · 📦 5.9K · ⏱️ 02.09.2023):
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 3.6M · ⏱️ 12.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 3.7M · ⏱️ 12.09.2023):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2023-09-21_changes.md b/history/2023-09-21_changes.md
new file mode 100644
index 0000000..392c6c1
--- /dev/null
+++ b/history/2023-09-21_changes.md
@@ -0,0 +1,20 @@
+## 📈 Trending Up
+
+_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
+
+- pytest-xdist (🥈36 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT BSD-3 Apache-2
+- memory_profiler (🥉26 · ⭐ 4K · 💀) - Monitor Memory usage of Python code. BSD-3
+- MonkeyType (🥈25 · ⭐ 4.4K · 📈) - A Python library that generates static type annotations by.. BSD-3
+
+## 📉 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._
+
+- pycodestyle (🥈31 · ⭐ 4.9K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
+- freezegun (🥉26 · ⭐ 3.8K · 💤) - Let your Python tests travel through time. Apache-2
+- factory_boy (🥉25 · ⭐ 3.2K · 📉) - A test fixtures replacement for Python. MIT
+- memory-profiler (🥉22 · ⭐ 4K · 📉) - Monitor Memory usage of Python code. ❗Unlicensed
+- assertpy (🥉13 · ⭐ 18 · 💀) - Simple assertion library for unit testing in python with a fluent API. BSD-3
+
diff --git a/history/2023-09-21_projects.csv b/history/2023-09-21_projects.csv
new file mode 100644
index 0000000..b9608ac
--- /dev/null
+++ b/history/2023-09-21_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,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,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 13:09:27.000,2023-09-14 16:33:16.000,2023-09-14 16:33:14,267.0,25.0,148.0,51.0,159.0,1.0,2.0,2014.0,2023-09-14 16:33:20.000,2023.09.14,100.0,12.0,0,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 07:48:22.000,2023-09-14 21:38:15.000,2023-09-14 21:38:13,203.0,25.0,23.0,11.0,118.0,3.0,9.0,436.0,2023-06-29 18:48:34.000,2023.06.29,68.0,15.0,0,True,mkdocs/catalog,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2023-09-20 12:41:03.000,2023-09-20 12:08:07,15341.0,238.0,2394.0,192.0,5265.0,832.0,4635.0,10609.0,2023-09-07 18:56:03.000,7.4.2,164.0,913.0,48,True,,pytest,conda-forge/pytest,['pytest'],1043019.0,1025945.0,https://pypi.org/project/pytest,2023-09-07 18:45:52.000,17074.0,75736403.0,76381457.0,https://anaconda.org/conda-forge/pytest,2023-09-07 23:17:51.935,22576892.0,1.0,,,,,,,,,,,,,,,,,,,
+5,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2023-09-21 09:20:32.000,2023-09-18 17:35:07,1657.0,85.0,2137.0,228.0,1492.0,372.0,2020.0,33606.0,2023-09-11 00:38:59.000,23.9.1,49.0,397.0,46,True,,black,conda-forge/black,,428380.0,415917.0,https://pypi.org/project/black,2023-09-11 00:38:59.000,12463.0,27498343.0,27715626.0,https://anaconda.org/conda-forge/black,2023-09-11 17:19:01.299,8222293.0,1.0,48993.0,,,,,,,,,,,,,,,,,,
+6,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2023-09-21 03:24:06.000,2023-09-17 09:59:15,8576.0,220.0,1890.0,362.0,1806.0,190.0,3881.0,24125.0,2023-09-08 12:43:57.000,2023.9.8,378.0,480.0,46,True,,pipenv,conda-forge/pipenv,,110835.0,109578.0,https://pypi.org/project/pipenv,2023-09-08 12:43:57.000,1257.0,11271094.0,11274281.0,https://anaconda.org/conda-forge/pipenv,2023-09-08 15:05:25.309,127490.0,1.0,,,,,,,,,,,,,,,,,,,
+7,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2023-09-21 13:33:20.000,2023-09-20 10:50:48,11517.0,226.0,2663.0,234.0,6579.0,2444.0,7229.0,16312.0,2023-08-16 16:53:18.000,1.5.1,108.0,671.0,46,True,,mypy,conda-forge/mypy,,214628.0,205489.0,https://pypi.org/project/mypy,2023-08-16 16:53:18.000,9139.0,18639016.0,18726641.0,https://anaconda.org/conda-forge/mypy,2023-08-16 20:06:43.683,3417376.0,1.0,,,,,,,,,,,,,,,,,,,
+8,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2023-09-21 10:21:55.000,2023-09-21 10:21:54,14051.0,167.0,2976.0,310.0,5288.0,1043.0,6003.0,8940.0,2023-07-22 09:17:31.000,23.2.1,134.0,746.0,46,True,,pip,conda-forge/pip,,163435.0,152338.0,https://pypi.org/project/pip,2023-07-22 09:17:31.000,11097.0,170361300.0,172615241.0,https://anaconda.org/conda-forge/pip,2023-07-22 11:20:31.783,90157677.0,1.0,,,,,,,,,,,,,,,,,,,
+9,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2023-09-19 19:28:30.000,2023-09-12 16:37:58,14141.0,206.0,971.0,90.0,1437.0,547.0,1800.0,2137.0,2023-09-12 17:22:21.000,68.2.2,199.0,582.0,46,True,,setuptools,conda-forge/setuptools,,391792.0,391792.0,https://pypi.org/project/setuptools,,,342855873.0,345155114.0,https://anaconda.org/conda-forge/setuptools,2023-09-12 19:55:09.802,91969670.0,1.0,,,,,,,,,,,,,,,,,,,
+10,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2023-09-21 14:15:34.000,2023-09-21 09:30:26,20422.0,301.0,1977.0,146.0,5028.0,1207.0,5489.0,5633.0,2023-09-13 23:13:23.000,7.2.6,198.0,789.0,45,True,,sphinx,conda-forge/sphinx,['sphinx'],392328.0,329543.0,https://pypi.org/project/sphinx,2023-09-13 23:13:23.000,62785.0,11576424.0,11782581.0,https://anaconda.org/conda-forge/sphinx,2023-09-13 23:26:46.261,8246315.0,1.0,,,,,,,,,,,,,,,,,,,
+11,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 15:28:09.000,2023-09-17 18:20:20.272,2023-09-17 15:50:57,3844.0,58.0,1580.0,540.0,1023.0,123.0,1036.0,44799.0,2023-09-17 15:51:58.000,13.5.3,106.0,227.0,44,True,,rich,conda-forge/rich,,123610.0,123610.0,https://pypi.org/project/rich,,,31307315.0,31438709.0,https://anaconda.org/conda-forge/rich,2023-09-17 18:20:20.272,4992986.0,1.0,,,,,,,,,,,,,,,,,,,
+12,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 13:13:14.000,2023-09-19 11:05:17.000,2023-08-10 10:52:15,1964.0,22.0,1287.0,212.0,527.0,448.0,577.0,25792.0,2023-08-10 11:59:02.000,4.66.1,135.0,112.0,43,True,,tqdm,conda-forge/tqdm,,576192.0,548880.0,https://pypi.org/project/tqdm,2023-08-10 11:38:57.000,27312.0,74243469.0,74833389.0,https://anaconda.org/conda-forge/tqdm,2023-08-10 12:44:00.709,22999853.0,1.0,11223.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2023-08-26 01:32:37.879259,2.0,4111.0,,,,,,,,,,,,,
+13,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 14:01:48.000,2023-09-14 18:26:25.000,2023-08-07 06:49:18,5962.0,21.0,1307.0,235.0,647.0,240.0,1405.0,9544.0,,,37.0,198.0,43,True,,psutil,conda-forge/psutil,,366990.0,366990.0,https://pypi.org/project/psutil,,,89890478.0,90177799.0,https://anaconda.org/conda-forge/psutil,2023-06-16 13:17:58.536,25571622.0,1.0,,,,,,,,,,,,,,,,,,,
+14,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2023-09-20 17:41:48.000,2023-09-19 10:40:55,8885.0,197.0,993.0,76.0,3931.0,769.0,4346.0,4839.0,2023-07-26 09:53:49.000,2.17.5,76.0,540.0,43,True,pylint-dev/pylint,pylint,conda-forge/pylint,,383020.0,383020.0,https://pypi.org/project/pylint,,,18169165.0,18284813.0,https://anaconda.org/conda-forge/pylint,2023-07-26 12:44:25.216,4510291.0,1.0,,,,,,,,,,,,,,,,,,,
+15,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2023-09-21 14:10:48.000,2023-09-21 14:04:49,5095.0,1242.0,553.0,65.0,4591.0,505.0,2342.0,17759.0,2023-09-15 21:51:44.000,0.0.290,100.0,260.0,42,True,astral-sh/ruff,ruff,conda-forge/ruff,,16906.0,16906.0,https://pypi.org/project/ruff,,,5481775.0,5523221.0,https://anaconda.org/conda-forge/ruff,2023-09-16 04:30:49.915,345166.0,1.0,62372.0,,,,,,,,,,,,,,,,,,
+16,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2023-09-21 12:41:26.000,2023-09-18 21:23:33,1963.0,52.0,2227.0,227.0,1191.0,113.0,1748.0,17090.0,2023-09-18 21:27:59.000,1.5.3,29.0,243.0,42,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],49504.0,49504.0,https://pypi.org/project/mkdocs,,,2347928.0,2358692.0,https://anaconda.org/conda-forge/mkdocs,2023-09-19 01:25:40.888,290653.0,1.0,,,,,,,,,,,,,,,,,,,
+17,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 22:09:23.000,2023-09-21 14:18:07.000,2023-09-21 14:06:55,5663.0,335.0,2987.0,123.0,2539.0,25.0,1991.0,15460.0,2023-09-19 07:04:01.000,9.3.2,173.0,231.0,42,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],36981.0,36981.0,https://pypi.org/project/mkdocs-material,,,3111005.0,3118748.0,https://anaconda.org/conda-forge/mkdocs-material,2023-09-19 19:00:35.547,309728.0,1.0,,,,,,,,,,,,,,,,,,,
+18,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 11:05:56.000,2023-09-19 19:11:10.000,2023-09-17 19:52:34,8961.0,161.0,1777.0,232.0,2245.0,253.0,4746.0,10615.0,2023-08-29 22:21:06.000,5.13.2,56.0,459.0,42,True,,pyinstaller,conda-forge/pyinstaller,,48423.0,48423.0,https://pypi.org/project/pyinstaller,,,1651842.0,1673252.0,https://anaconda.org/conda-forge/pyinstaller,2023-06-26 15:53:40.337,487451.0,1.0,741464.0,,,,,,,,,,,,,,,,,,
+19,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 11:10:38.000,2023-09-18 19:06:48.000,2023-09-14 21:26:11,14184.0,72.0,2118.0,479.0,672.0,272.0,3928.0,8343.0,2023-07-28 19:29:00.000,6.1.1,72.0,186.0,42,True,,robotframework,conda-forge/robotframework,,8708.0,8708.0,https://pypi.org/project/robotframework,,,1742835.0,1747907.0,https://anaconda.org/conda-forge/robotframework,2023-07-28 20:32:29.432,152039.0,1.0,552.0,,,,,,,,,,,,,,,,,,
+20,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2023-09-19 00:01:28.000,2023-09-12 14:54:08,731.0,44.0,1043.0,168.0,1311.0,17.0,1282.0,4545.0,2023-09-08 14:38:13.000,20.24.5,211.0,264.0,42,True,,virtualenv,conda-forge/virtualenv,,330541.0,312572.0,https://pypi.org/project/virtualenv,2023-09-08 14:36:59.000,17969.0,98422373.0,98572678.0,https://anaconda.org/conda-forge/virtualenv,2023-08-30 19:19:12.197,5260689.0,2.0,,,,,,,,,,,,,,,,,,,
+21,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 18:22:31.000,2023-09-21 06:16:56.000,2023-09-19 21:26:34,1308.0,15.0,900.0,217.0,336.0,363.0,447.0,13405.0,2023-06-20 05:44:07.767,0.40.1,73.0,149.0,41,True,,yapf,conda-forge/yapf,,85163.0,82864.0,https://pypi.org/project/yapf,2023-06-20 05:44:07.767,2299.0,4965586.0,5020416.0,https://anaconda.org/conda-forge/yapf,2023-07-26 16:15:22.726,1590083.0,2.0,,,,,,,,,,,,,,,,,,,
+22,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 00:39:38.000,2023-09-19 13:06:28.000,2023-09-19 13:06:27,2590.0,41.0,748.0,87.0,1123.0,21.0,1834.0,10960.0,2023-09-02 17:13:27.000,3.4.0,186.0,153.0,41,True,,pre-commit,conda-forge/pre-commit,,155525.0,149616.0,https://pypi.org/project/pre-commit,2023-09-02 17:09:40.000,5909.0,14055108.0,14175263.0,https://anaconda.org/conda-forge/pre-commit,2023-09-12 11:36:23.551,3671016.0,1.0,641759.0,,,,,,,,,,,,,,,,,,
+23,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,,2012-10-15 22:08:03.000,2023-09-21 07:31:47.000,2023-09-21 07:31:47,16519.0,140.0,1341.0,194.0,3840.0,667.0,8563.0,5706.0,2023-09-12 12:33:41.000,23.7.4,100.0,441.0,41,False,,conda,conda-forge/conda,,43005.0,43005.0,https://pypi.org/project/conda,,,64471.0,1228821.0,https://anaconda.org/conda-forge/conda,2023-09-12 22:18:42.668,46574036.0,1.0,,,,,,,,,,,,,,,,,,,
+24,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2023-09-19 09:36:48.000,2023-09-19 09:36:46,2960.0,60.0,2042.0,183.0,2507.0,630.0,4662.0,26630.0,2023-08-21 17:53:20.000,1.6.1,164.0,484.0,40,True,,poetry,conda-forge/poetry,,289.0,,https://pypi.org/project/poetry,2023-08-21 17:53:20.000,289.0,22500790.0,22768755.0,https://anaconda.org/conda-forge/poetry,2023-08-21 20:30:34.699,999985.0,2.0,15266522.0,,,,,,,,,,,,,,,,,,
+25,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 22:22:53.000,2023-09-16 15:12:15.000,2023-08-20 20:18:05,4102.0,16.0,541.0,47.0,943.0,178.0,1062.0,6016.0,2023-01-31 16:31:31.154,5.8.0,143.0,286.0,40,True,,isort,conda-forge/isort,,432951.0,415169.0,https://pypi.org/project/isort,2023-01-31 16:31:31.154,17782.0,26918981.0,26980325.0,https://anaconda.org/conda-forge/isort,2023-06-16 13:18:02.201,5275584.0,2.0,,,,,,,,,,,,,,,,,,,
+26,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8,..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2023-09-21 10:30:58.000,2023-09-20 15:56:47,11407.0,419.0,513.0,130.0,326.0,141.0,1812.0,9708.0,2023-09-19 11:32:09.000,1.8.2,272.0,153.0,39,True,,nuitka,conda-forge/nuitka,,1543.0,1482.0,https://pypi.org/project/nuitka,2023-09-19 11:32:09.000,61.0,83371.0,97709.0,https://anaconda.org/conda-forge/nuitka,2023-09-19 14:27:42.694,573539.0,1.0,,,,,,,,,,,,,,,,,,,
+27,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 08:50:26.000,2023-09-21 06:16:20.000,2023-09-21 06:16:20,2036.0,78.0,593.0,100.0,971.0,148.0,849.0,7082.0,2023-08-08 23:42:23.000,7.3.0,119.0,201.0,39,True,,pip-tools,conda-forge/pip-tools,,25070.0,22612.0,https://pypi.org/project/pip-tools,2023-08-08 23:42:23.000,2458.0,10467696.0,10470694.0,https://anaconda.org/conda-forge/pip-tools,2023-08-09 01:51:06.267,119949.0,2.0,,,,,,,,,,,,,,,,,,,
+28,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,,2012-02-19 23:12:30.000,2023-09-17 19:25:45.000,2023-09-17 19:25:45,8396.0,30.0,483.0,114.0,587.0,47.0,1319.0,5503.0,,,22.0,165.0,39,False,,jedi,conda-forge/jedi,,345524.0,345524.0,https://pypi.org/project/jedi,,,30334591.0,30813380.0,https://anaconda.org/conda-forge/jedi,2023-08-01 13:39:11.480,18672809.0,1.0,,,,,,,,,,,,,,,,,,,
+29,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 16:54:22.000,2023-09-18 17:58:12.000,2023-09-18 14:55:13,660.0,53.0,469.0,42.0,1355.0,69.0,1580.0,3359.0,2023-09-08 22:44:51.000,4.11.3,89.0,64.0,39,True,,tox,conda-forge/tox,['pytest'],104741.0,104741.0,https://pypi.org/project/tox,,,13227601.0,13247301.0,https://anaconda.org/conda-forge/tox,2023-09-09 02:01:04.061,788005.0,1.0,,,,,,,,,,,,,,,,,,,
+30,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 22:51:10.000,2023-09-21 14:11:32.000,2023-09-21 12:40:24,1922.0,124.0,391.0,70.0,1334.0,161.0,848.0,1604.0,2023-09-13 11:09:57.000,1.31.0,109.0,191.0,39,True,,sentry-sdk,conda-forge/sentry-sdk,,49443.0,49443.0,https://pypi.org/project/sentry-sdk,,,21899751.0,21915470.0,https://anaconda.org/conda-forge/sentry-sdk,2023-09-13 14:04:23.642,609765.0,1.0,3284.0,,,,,,,,,,,,,,,,,,
+31,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2023-09-17 21:48:54.000,2023-09-11 15:09:13,763.0,47.0,623.0,131.0,145.0,108.0,739.0,16045.0,2023-09-11 15:25:24.000,0.7.2,21.0,49.0,38,True,,loguru,conda-forge/loguru,,62326.0,62326.0,https://pypi.org/project/loguru,,,8896746.0,8937648.0,https://anaconda.org/conda-forge/loguru,2023-09-11 19:04:36.922,1636080.0,2.0,,,,,,,,,,,,,,,,,,,
+32,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2023-09-21 04:05:46.000,2023-09-21 04:05:41,6593.0,283.0,1132.0,110.0,786.0,11.0,4516.0,10888.0,2023-09-20 00:57:56.000,1.1.328,412.0,97.0,38,True,,,,,625.0,613.0,,,,,559603.0,,,,2.0,903.0,,,,,,pyright,https://www.npmjs.com/package/pyright,2023-09-20 00:51:38.158,12.0,559553.0,,,,,,,,
+33,hypothesis,HypothesisWorks/hypothesis,testing,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,,2013-03-10 13:51:19.000,2023-09-19 20:20:42.000,2023-09-18 16:03:18,13277.0,184.0,543.0,72.0,2311.0,37.0,1396.0,6913.0,2023-04-26 08:30:52.000,hypothesis-python-6.74.0,708.0,315.0,38,False,,hypothesis,conda-forge/hypothesis,,22486.0,22486.0,https://pypi.org/project/hypothesis,,,6032420.0,6235318.0,https://anaconda.org/conda-forge/hypothesis,2023-09-18 19:17:42.242,8115958.0,1.0,,,,,,,,,,,,,,,,,,,
+34,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 20:08:51.000,2023-08-27 14:12:45.000,2023-08-27 14:12:45,2833.0,14.0,298.0,72.0,229.0,122.0,360.0,4419.0,2023-08-26 13:59:08.000,2.0.4,75.0,59.0,38,True,,autopep8,conda-forge/autopep8,,195945.0,190037.0,https://pypi.org/project/autopep8,2023-08-26 13:49:56.000,5908.0,3800905.0,3833909.0,https://anaconda.org/conda-forge/autopep8,2023-08-26 14:51:03.645,1287191.0,3.0,,,,,,,,,,,,,,,,,,,
+35,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,,2014-09-13 17:06:24.000,2023-09-19 13:04:51.000,2023-09-19 13:04:50,2415.0,33.0,282.0,38.0,340.0,25.0,1504.0,2997.0,,,30.0,172.0,37,False,,flake8,conda-forge/flake8,,489330.0,489330.0,https://pypi.org/project/flake8,,,23681917.0,23849513.0,https://anaconda.org/conda-forge/flake8,2023-07-31 20:03:25.549,6703852.0,1.0,,,,,,,,,,,,,,,,,,,
+36,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 20:01:12.000,2023-09-19 12:05:20.000,2023-05-24 18:28:10,920.0,,206.0,39.0,239.0,139.0,239.0,1527.0,2023-05-24 18:44:54.000,4.1.0,45.0,86.0,37,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],309029.0,274829.0,https://pypi.org/project/pytest-cov,2023-05-24 18:44:54.000,34200.0,26316380.0,26421876.0,https://anaconda.org/conda-forge/pytest-cov,2023-06-16 13:15:36.736,9494640.0,1.0,,,,,,,,,,,,,,,,,,,
+37,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 17:56:53.000,2023-09-20 17:45:10.000,2023-09-18 11:20:58,24156.0,450.0,1640.0,202.0,5535.0,698.0,843.0,5077.0,2023-09-03 09:48:42.000,3.9.2,125.0,850.0,36,True,,buildbot,conda-forge/buildbot,,789.0,332.0,https://pypi.org/project/buildbot,2023-09-03 09:48:42.000,457.0,32088.0,34765.0,https://anaconda.org/conda-forge/buildbot,2023-09-03 11:43:28.850,87929.0,1.0,32600.0,,,,,,,,,,,,,,,,,,
+38,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 21:04:25.000,2023-09-21 07:04:09.000,2023-09-21 07:04:06,2288.0,66.0,371.0,29.0,1681.0,111.0,960.0,2285.0,2023-05-31 14:30:27.000,0.18.0,56.0,182.0,36,True,,wemake-python-styleguide,,,15336.0,15289.0,https://pypi.org/project/wemake-python-styleguide,2020-01-19 11:56:48.000,47.0,170149.0,170149.0,,,,1.0,,,,,,,,,,,,,,,,,,,
+39,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 10:13:12.000,2023-09-19 12:17:44.000,2023-09-17 22:08:07,1315.0,115.0,160.0,35.0,183.0,45.0,136.0,1448.0,2023-07-30 20:22:26.000,1.6.0,43.0,78.0,36,True,,logbook,conda-forge/logbook,,6062.0,4871.0,https://pypi.org/project/logbook,2023-07-30 20:18:43.000,1191.0,3513172.0,3517050.0,https://anaconda.org/conda-forge/logbook,2023-07-31 08:36:53.455,151125.0,2.0,322.0,,,,,,,,,,,,,,,,,,
+40,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 18:51:45.000,2023-09-19 13:10:25.000,2023-09-19 13:10:24,1114.0,17.0,202.0,48.0,377.0,225.0,329.0,1233.0,2023-05-19 10:55:22.213,3.3.1,65.0,90.0,36,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],5270.0,,https://pypi.org/project/pytest-xdist,2023-05-19 10:55:22.213,5270.0,11993624.0,12054552.0,https://anaconda.org/conda-forge/pytest-xdist,2023-06-16 13:21:13.802,5239891.0,2.0,,,,,,,,,,,,8.0,,,,,,,
+41,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-09-20 04:41:37.000,2023-09-19 17:48:31,3170.0,48.0,2845.0,381.0,988.0,34.0,1608.0,33389.0,2023-09-17 07:48:27.000,2.3.27,83.0,426.0,35,True,,pyenv,,,14.0,13.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,10376.0,10376.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+42,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2023-09-07 15:28:58.000,2023-09-07 15:28:58,581.0,32.0,8386.0,35.0,292.0,78.0,133.0,24198.0,2022-10-08 14:12:04.684,1.5.0,26.0,79.0,35,True,,numpydoc,conda-forge/numpydoc,['sphinx'],45088.0,40393.0,https://pypi.org/project/numpydoc,2023-08-21 17:22:15.000,4695.0,381301.0,407294.0,https://anaconda.org/conda-forge/numpydoc,2023-06-16 13:20:56.387,2079440.0,2.0,,,,,,,,,,,,7.0,,,,,,,
+43,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,,2011-12-04 08:49:15.000,2023-09-14 15:02:47.000,2023-09-09 14:48:08,5161.0,82.0,1380.0,502.0,752.0,205.0,1484.0,23516.0,2023-05-18 15:52:21.000,3.4.0.2,34.0,175.0,35,False,,glances,conda-forge/glances,,716.0,716.0,https://pypi.org/project/glances,,,163542.0,165843.0,https://anaconda.org/conda-forge/glances,2023-06-05 20:53:05.651,205745.0,1.0,1543.0,,,,,,,,,,,,,,,,,,
+44,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 09:08:12.000,2023-09-20 22:57:47.000,2023-09-20 22:57:46,1321.0,9.0,533.0,66.0,398.0,162.0,458.0,5451.0,2023-03-10 01:02:04.000,1.7.5,12.0,173.0,35,True,,bandit,conda-forge/bandit,,44018.0,44018.0,https://pypi.org/project/bandit,,,3187327.0,3192389.0,https://anaconda.org/conda-forge/bandit,2023-06-16 16:15:12.910,262620.0,1.0,737.0,,,,,,,,,,,,,,,,,,
+45,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,,2013-08-13 15:55:58.000,2023-09-20 13:38:12.000,2023-09-19 13:52:42,1430.0,53.0,183.0,33.0,262.0,30.0,264.0,2758.0,2023-04-06 12:20:58.979,23.1.0,31.0,102.0,35,False,,structlog,conda-forge/structlog,,10491.0,9398.0,https://pypi.org/project/structlog,2023-04-06 12:20:58.979,1093.0,7485114.0,7488957.0,https://anaconda.org/conda-forge/structlog,2023-06-09 16:58:07.029,330573.0,2.0,,,,,,,,,,,,,,,,,,,
+46,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 06:19:46.000,2023-07-31 23:20:09.000,2023-07-31 23:20:08,562.0,3.0,164.0,29.0,295.0,37.0,455.0,1292.0,,,16.0,84.0,35,True,,pyflakes,conda-forge/pyflakes,,244664.0,244664.0,https://pypi.org/project/pyflakes,,,25005453.0,25228919.0,https://anaconda.org/conda-forge/pyflakes,2023-07-29 18:48:34.199,6704003.0,2.0,,,,,,,,,,,,,,,,,,,
+47,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 19:22:42.000,2023-09-19 08:40:45.000,2023-09-14 21:24:53,494.0,30.0,238.0,25.0,353.0,159.0,223.0,620.0,2023-09-14 07:11:29.000,4.0.2,55.0,52.0,35,True,,pytest-html,conda-forge/pytest-html,['pytest'],39666.0,38883.0,https://pypi.org/project/pytest-html,2023-09-14 07:07:27.000,783.0,3756244.0,3770060.0,https://anaconda.org/conda-forge/pytest-html,2023-06-28 12:16:30.274,469744.0,2.0,,,,,,,,,,,,,,,,,,,
+48,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2023-09-12 00:25:22.000,2023-09-12 00:25:22,663.0,15.0,211.0,28.0,392.0,66.0,263.0,523.0,2023-04-12 16:11:39.000,23.1,18.0,98.0,35,False,,packaging,conda-forge/packaging,,866979.0,866979.0,https://pypi.org/project/packaging,,,166265197.0,166707097.0,https://anaconda.org/conda-forge/packaging,2023-06-16 13:17:40.629,38444015.0,2.0,740.0,,,,,,,,,,,,,,,,,,
+49,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 20:24:25.000,2023-09-19 07:12:38.000,2023-09-19 07:12:36,898.0,31.0,129.0,31.0,197.0,34.0,339.0,445.0,,,32.0,74.0,35,True,,wheel,conda-forge/wheel,,227850.0,227850.0,https://pypi.org/project/wheel,,,255040152.0,257093284.0,https://anaconda.org/conda-forge/wheel,2023-08-22 10:40:09.822,75965888.0,2.0,,,,,,,,,,,,,,,,,,,
+50,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 23:30:38.000,2023-08-29 23:13:35.000,2023-06-07 11:16:23,408.0,,1084.0,186.0,156.0,422.0,225.0,8630.0,,,12.0,52.0,34,True,,pyautogui,conda-forge/pyautogui,,26973.0,26973.0,https://pypi.org/project/pyautogui,,,673252.0,676213.0,https://anaconda.org/conda-forge/pyautogui,2023-06-12 20:13:48.004,207285.0,2.0,,,,,,,,,,,,,,,,,,,
+51,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 03:50:57.000,2023-09-21 09:49:10.000,2023-09-20 07:53:29,2441.0,105.0,245.0,30.0,784.0,36.0,1218.0,5208.0,2023-09-12 09:46:15.000,2.9.2,100.0,135.0,34,True,,pdm,conda-forge/pdm,,172.0,172.0,https://pypi.org/project/pdm,,,452956.0,460908.0,https://anaconda.org/conda-forge/pdm,2023-09-12 13:23:39.205,190856.0,2.0,4.0,,,,,,,,,,,,,,,,,,
+52,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 15:28:56.000,2023-08-21 09:24:23.000,2023-05-12 08:01:49,682.0,,184.0,35.0,158.0,55.0,134.0,1620.0,2023-05-12 08:13:47.000,1.8.0,72.0,91.0,34,True,,nodeenv,conda-forge/nodeenv,,59732.0,58791.0,https://pypi.org/project/nodeenv,2023-05-12 08:10:47.532,941.0,15384605.0,15427650.0,https://anaconda.org/conda-forge/nodeenv,2023-06-16 13:21:50.931,3099254.0,2.0,,,,,,,,,,,,,,,,,,,
+53,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 15:39:39.000,2023-09-05 00:15:46.000,2023-09-05 00:15:45,1081.0,2.0,286.0,37.0,534.0,47.0,420.0,1462.0,2022-12-01 01:51:31.000,4.0.2,25.0,117.0,34,True,,twine,conda-forge/twine,,94818.0,94818.0,https://pypi.org/project/twine,,,3693833.0,3703866.0,https://anaconda.org/conda-forge/twine,2023-06-16 13:23:13.063,852806.0,2.0,,,,,,,,,,,,,,,,,,,
+54,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2023-09-19 15:10:57.000,2023-09-19 15:10:57,571.0,43.0,93.0,21.0,105.0,14.0,276.0,1280.0,2023-09-11 07:31:36.000,4.1.5,26.0,32.0,34,False,,typeguard,conda-forge/typeguard,,17750.0,17750.0,https://pypi.org/project/typeguard,,,12305739.0,12316008.0,https://anaconda.org/conda-forge/typeguard,2023-09-11 11:55:19.488,400522.0,3.0,,,,,,,,,,,,,,,,,,,
+55,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 00:18:05.000,2023-09-20 13:58:53.000,2023-09-19 06:11:23,476.0,51.0,124.0,36.0,370.0,27.0,216.0,1212.0,2023-07-12 10:20:06.993,0.21.1,37.0,42.0,34,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1074.0,,https://pypi.org/project/pytest-asyncio,2023-07-12 10:20:06.993,1074.0,7849836.0,7894065.0,https://anaconda.org/conda-forge/pytest-asyncio,2023-07-12 15:08:45.602,1768884.0,2.0,150.0,,,,,,,,,,,,,,,,,,
+56,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 17:57:56.000,2023-09-21 13:38:54.000,2023-09-21 09:28:16,1583.0,80.0,205.0,25.0,418.0,84.0,426.0,757.0,2023-09-21 09:39:09.000,8.0.2,83.0,123.0,34,True,,setuptools_scm,conda-forge/setuptools_scm,,722.0,,https://pypi.org/project/setuptools_scm,2023-09-21 09:39:09.000,722.0,17644892.0,17666197.0,https://anaconda.org/conda-forge/setuptools_scm,2023-06-16 13:24:17.147,1917486.0,2.0,,,,,,,,,,,,,,,,,,,
+57,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 09:52:15.000,2023-09-07 09:03:06.000,2023-09-07 09:03:01,10100.0,22.0,5372.0,1089.0,358.0,63.0,4979.0,28162.0,2023-09-04 16:34:35.000,1.7.9,95.0,129.0,33,True,,sqlmap,,,22.0,13.0,https://pypi.org/project/sqlmap,2023-09-04 16:34:35.000,9.0,10063.0,10063.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+58,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 13:55:43.000,2023-07-27 14:52:53.379,2023-07-15 15:04:46,313.0,5.0,946.0,235.0,117.0,25.0,104.0,16033.0,2023-07-15 15:06:01.470,1.2.0,59.0,27.0,33,True,,pysnooper,conda-forge/pysnooper,,1583.0,1530.0,https://pypi.org/project/pysnooper,2023-07-15 15:06:01.470,53.0,590959.0,592885.0,https://anaconda.org/conda-forge/pysnooper,2023-07-27 14:52:53.379,69359.0,1.0,,,,,,,,,,,,,,,,,,,
+59,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 15:28:13.000,2023-09-20 00:37:20.000,2023-09-18 22:04:51,665.0,14.0,787.0,127.0,751.0,38.0,1075.0,9364.0,2023-09-18 22:14:26.000,1.38.0,102.0,32.0,33,True,,playwright,,,292.0,13.0,https://pypi.org/project/playwright,2023-09-18 22:14:26.000,279.0,1442252.0,1442252.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+60,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 17:31:36.000,2023-09-21 00:05:20.000,2023-09-21 00:01:01,14766.0,426.0,401.0,111.0,386.0,117.0,254.0,6470.0,2023-02-14 00:24:14.000,0.9.18,11.0,251.0,33,True,,pyre-check,,,13.0,13.0,https://pypi.org/project/pyre-check,,,67139.0,67139.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+61,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 17:53:13.000,2023-09-18 22:37:55.000,2023-09-07 18:35:16,920.0,46.0,228.0,56.0,145.0,19.0,106.0,5575.0,2023-09-07 19:19:05.000,4.5.3,42.0,51.0,33,True,,pyinstrument,conda-forge/pyinstrument,,1821.0,1702.0,https://pypi.org/project/pyinstrument,2023-09-07 18:53:39.000,119.0,661432.0,668094.0,https://anaconda.org/conda-forge/pyinstrument,2023-09-07 21:06:34.326,246521.0,2.0,,,,,,,,,,,,,,,,,,,
+62,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 16:38:14.000,2023-09-20 19:37:31.000,2023-04-14 07:08:49,336.0,,353.0,58.0,151.0,140.0,99.0,5381.0,2023-04-14 07:11:09.000,0.4.13,6.0,59.0,33,True,,pipreqs,conda-forge/pipreqs,,22582.0,22582.0,https://pypi.org/project/pipreqs,,,460133.0,460635.0,https://anaconda.org/conda-forge/pipreqs,2023-06-16 13:23:05.413,42226.0,3.0,,,,,,,,,,,,,,,,,,,
+63,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 23:59:23.000,2023-09-05 08:54:05.000,2023-07-12 18:04:56,3696.0,2.0,347.0,92.0,245.0,305.0,402.0,4072.0,,,25.0,60.0,33,True,,invoke,conda-forge/invoke,,22379.0,22379.0,https://pypi.org/project/invoke,,,5949750.0,5978817.0,https://anaconda.org/conda-forge/invoke,2023-07-13 01:13:36.486,930151.0,2.0,,,,,,,,,,,,,,,,,,,
+64,mimesis,lk-geimfari/mimesis,testing,Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.,,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2023-09-21 10:23:37.000,2023-09-13 13:35:19,2534.0,36.0,305.0,61.0,1057.0,4.0,315.0,4046.0,2023-08-19 20:40:36.000,11.1.0,51.0,116.0,33,True,,mimesis,conda-forge/mimesis,,1473.0,1473.0,https://pypi.org/project/mimesis,,,124607.0,128649.0,https://anaconda.org/conda-forge/mimesis,2023-08-19 22:03:10.196,153436.0,2.0,478.0,,,,,,,,,,,,,,,,,,
+65,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 17:50:31.000,2023-09-21 14:11:05.000,2023-09-19 18:00:10,1115.0,52.0,165.0,38.0,496.0,19.0,378.0,2833.0,2023-09-19 18:00:22.000,3.11.1,161.0,34.0,33,True,,pyupgrade,conda-forge/pyupgrade,,160.0,,https://pypi.org/project/pyupgrade,2023-09-19 18:00:22.000,160.0,478292.0,492905.0,https://anaconda.org/conda-forge/pyupgrade,2023-09-19 20:11:50.036,584529.0,1.0,,,,,,,,,,,,,,,,,,,
+66,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2023-09-09 08:59:04.000,2023-08-31 08:03:20,736.0,19.0,140.0,26.0,142.0,20.0,167.0,2723.0,2023-08-21 14:26:53.000,2.9.1,49.0,36.0,33,True,,vulture,conda-forge/vulture,,4290.0,4034.0,https://pypi.org/project/vulture,2023-08-21 14:26:43.000,256.0,671506.0,672383.0,https://anaconda.org/conda-forge/vulture,2023-06-16 13:24:21.364,74602.0,1.0,,,,,,,,,,,,,,,,,,,
+67,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,,2017-08-26 04:11:53.000,2023-09-21 11:20:30.000,2023-09-21 11:20:23,4241.0,137.0,239.0,45.0,40.0,11.0,1235.0,2469.0,2023-09-13 23:03:25.000,8.3.6,100.0,31.0,33,False,,pyarmor,,,941.0,941.0,https://pypi.org/project/pyarmor,,,139460.0,139460.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+68,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/landscapeio/prospector,https://github.com/landscapeio/prospector,GPL-2.0,2013-08-05 07:26:30.000,2023-09-12 19:17:11.000,2023-09-12 19:17:11,1388.0,6.0,170.0,36.0,267.0,54.0,312.0,1850.0,2023-05-25 01:30:01.451,1.10.2,124.0,90.0,33,True,landscapeio/prospector,prospector,conda-forge/prospector,,5177.0,4488.0,https://pypi.org/project/prospector,2023-05-25 01:30:01.451,689.0,937808.0,938834.0,https://anaconda.org/conda-forge/prospector,2023-06-16 13:23:52.144,87263.0,1.0,,,,,,,,,,,,,,,,,,,
+69,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,2016-05-01 20:47:06.376,2023-08-28 06:35:28.000,2023-04-30 10:08:19,610.0,,135.0,21.0,91.0,69.0,132.0,1769.0,,,13.0,84.0,33,True,,tabulate,conda-forge/tabulate,,139448.0,139448.0,https://pypi.org/project/tabulate,,,48368317.0,48433057.0,https://anaconda.org/conda-forge/tabulate,2023-06-16 13:16:13.524,5697120.0,2.0,,,,,,,,,,,,,,,,,,,
+70,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 15:30:20.000,2023-07-20 16:20:17.824,2023-06-29 12:24:48,3152.0,2.0,164.0,27.0,347.0,79.0,230.0,1682.0,2023-07-20 16:20:17.824,0.8.2,90.0,77.0,33,True,,rope,conda-forge/rope,,69201.0,67566.0,https://pypi.org/project/rope,2023-07-20 16:20:17.824,1635.0,765180.0,801557.0,https://anaconda.org/conda-forge/rope,2023-06-29 17:22:42.966,1273214.0,1.0,,,,,,,,,,,,,,,,,,,
+71,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 00:40:32.000,2023-09-19 12:16:11.000,2023-09-19 12:16:11,568.0,7.0,127.0,34.0,237.0,12.0,134.0,1651.0,2023-06-15 23:58:18.000,3.11.1,39.0,66.0,33,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],68117.0,68117.0,https://pypi.org/project/pytest-mock,,,11944423.0,12002652.0,https://anaconda.org/conda-forge/pytest-mock,2023-06-16 11:09:53.662,2270961.0,2.0,6.0,,,,,,,,,,,,,,,,,,
+72,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 05:12:26.000,2023-07-04 07:05:55.000,2023-02-28 17:40:55,262.0,,212.0,27.0,84.0,8.0,89.0,1546.0,2023-02-21 17:39:43.000,2.0.7,10.0,63.0,33,True,,python-json-logger,conda-forge/python-json-logger,,65737.0,65737.0,https://pypi.org/project/python-json-logger,,,20381081.0,20455364.0,https://anaconda.org/conda-forge/python-json-logger,2023-06-16 13:23:58.542,5719834.0,2.0,,,,,,,,,,,,,,,,,,,
+73,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 19:36:32.000,2023-06-16 13:17:32.308,2016-03-04 01:16:26,1004.0,,387.0,49.0,261.0,452.0,465.0,1357.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,33,False,,nose,conda-forge/nose,,190551.0,145808.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,44743.0,5036679.0,5069972.0,https://anaconda.org/conda-forge/nose,2023-06-16 13:17:32.308,2929821.0,2.0,,,,,,,,,,,,,,,,,,,
+74,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 04:02:58.000,2023-09-11 10:31:36.000,2023-07-16 13:59:19,540.0,14.0,143.0,23.0,412.0,56.0,272.0,1117.0,2023-04-23 03:14:01.967,2023.4.22,25.0,91.0,33,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],4851.0,4478.0,https://pypi.org/project/nox,2023-04-23 03:14:01.967,373.0,990061.0,993792.0,https://anaconda.org/conda-forge/nox,2023-06-16 16:11:40.627,220154.0,2.0,,,,,,,,,,,,,,,,,,,
+75,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 20:43:31.000,2023-09-11 07:57:02.553,2023-09-11 04:46:13,2341.0,160.0,168.0,21.0,791.0,141.0,423.0,796.0,2023-09-11 14:23:39.000,0.6.1,20.0,76.0,33,True,,asv,conda-forge/asv,,1064.0,988.0,https://pypi.org/project/asv,2023-09-11 05:46:09.000,76.0,47127.0,65697.0,https://anaconda.org/conda-forge/asv,2023-09-11 07:57:02.553,742779.0,2.0,101.0,,,,,,,,,,,,,,,,,,
+76,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 02:22:15.000,2023-09-13 08:55:49.000,2023-09-05 05:07:24,476.0,4.0,376.0,111.0,296.0,137.0,188.0,10841.0,2022-09-07 22:01:08.223,0.3.14,38.0,34.0,32,True,,py-spy,conda-forge/py-spy,,3092.0,3046.0,https://pypi.org/project/py-spy,2022-09-07 22:00:23.982,45.0,2344362.0,2355153.3333333335,https://anaconda.org/conda-forge/py-spy,2023-06-16 16:18:45.113,475286.0,2.0,13960.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2022-09-07 22:01:08.223,1.0,400.3333333333333,407801.0,
+77,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 20:56:28.000,2023-09-21 13:44:40.000,2023-09-21 13:44:40,3062.0,92.0,327.0,85.0,257.0,141.0,259.0,9993.0,2023-09-15 20:38:44.000,1.5.31.1,154.0,43.0,32,True,,scalene,,,499.0,494.0,https://pypi.org/project/scalene,2023-09-15 20:40:10.000,5.0,34216.0,34216.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+78,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 18:47:46.000,2023-09-20 04:34:34.000,2023-09-05 06:23:53,581.0,18.0,290.0,75.0,465.0,120.0,465.0,6932.0,2023-03-12 06:08:11.000,1.2.0,24.0,103.0,32,True,,pipx,conda-forge/pipx,,1454.0,1454.0,https://pypi.org/project/pipx,,,1565393.0,1567271.0,https://anaconda.org/conda-forge/pipx,2023-06-16 19:28:18.672,34235.0,3.0,12179.0,,,,,,,,,,,,,,,,,,
+79,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme for readthedocs.org.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2023-09-20 17:17:03.000,2023-08-29 23:16:22,1470.0,16.0,1569.0,164.0,702.0,170.0,617.0,4462.0,,,21.0,115.0,32,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],16.0,16.0,https://pypi.org/project/sphinx_rtd_theme,,,4517717.0,4609131.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-08-22 09:02:27.150,3565152.0,2.0,,,,,,,,,,,,,,,,,,,
+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 20:52:08.000,2023-09-20 16:44:30.000,2023-09-20 16:44:30,6220.0,177.0,278.0,57.0,855.0,142.0,509.0,4337.0,2023-09-19 18:31:14.000,2023.9.19,184.0,96.0,32,True,,pytype,conda-forge/pytype,,146.0,,https://pypi.org/project/pytype,2023-09-19 18:31:14.000,146.0,393628.0,398098.0,https://anaconda.org/conda-forge/pytype,2023-09-12 03:57:47.405,174345.0,3.0,,,,,,,,,,,,7.0,,,,,,,
+81,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2023-09-18 14:11:01.000,2023-09-18 01:11:02,1212.0,8.0,218.0,49.0,270.0,161.0,168.0,2744.0,2022-11-03 17:20:34.545,2022.1.3,76.0,92.0,32,True,,pudb,conda-forge/pudb,,6052.0,5297.0,https://pypi.org/project/pudb,2022-11-03 17:20:34.545,755.0,191704.0,194472.0,https://anaconda.org/conda-forge/pudb,2023-06-16 13:21:37.623,238089.0,1.0,,,,,,,,,,,,,,,,,,,
+82,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2023-09-18 20:17:18.000,2023-09-18 20:17:18,606.0,30.0,96.0,14.0,164.0,44.0,318.0,1348.0,2023-09-02 09:32:18.000,0.23.0,51.0,39.0,32,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],9561.0,9132.0,https://pypi.org/project/mkdocstrings,2023-09-02 09:32:07.000,429.0,583033.0,585548.0,https://anaconda.org/conda-forge/mkdocstrings,2023-09-02 18:04:24.292,88041.0,2.0,,,,,,,,,,,,,,,,,,,
+83,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the py.test runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2023-09-19 08:40:14.000,2023-09-18 19:11:09,1057.0,34.0,198.0,56.0,325.0,139.0,200.0,1203.0,2022-11-09 16:51:21.000,6.1.1,95.0,58.0,32,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],3228.0,3044.0,https://pypi.org/project/pytest-bdd,2022-11-08 17:18:53.914,184.0,718944.0,720001.0,https://anaconda.org/conda-forge/pytest-bdd,2023-06-16 16:15:16.989,54982.0,2.0,,,,,,,,,,,,,,,,,,,
+84,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2023-09-11 20:34:41.890,2023-09-11 14:29:26,521.0,5.0,130.0,21.0,139.0,38.0,86.0,1114.0,2023-09-11 14:03:45.000,3.9.0,31.0,54.0,32,False,,prettytable,conda-forge/prettytable,,49619.0,48524.0,https://pypi.org/project/prettytable,2023-09-11 14:03:45.000,1095.0,9753780.0,9789538.0,https://anaconda.org/conda-forge/prettytable,2023-09-11 20:34:41.890,1215793.0,2.0,,,,,,,,,,,,,,,,,,,
+85,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 20:54:43.000,2023-09-21 11:16:56.000,2023-09-16 20:25:08,329.0,15.0,97.0,8.0,211.0,53.0,151.0,969.0,2023-09-16 20:26:29.000,23.9.16,61.0,77.0,32,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],34559.0,34114.0,https://pypi.org/project/flake8-bugbear,2023-09-16 20:26:29.000,445.0,2107364.0,2129022.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-09-18 23:27:35.475,736400.0,2.0,,,,,,,,,,,,,,,,,,,
+86,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 06:19:21.000,2023-09-12 11:42:19.000,2023-09-12 11:42:18,961.0,96.0,98.0,22.0,68.0,9.0,204.0,824.0,2022-10-26 13:49:10.642,4.2.0,103.0,43.0,32,True,,progressbar2,conda-forge/progressbar2,,1573.0,,https://pypi.org/project/progressbar2,2022-11-01 15:41:03.059,1573.0,16977784.0,16990009.0,https://anaconda.org/conda-forge/progressbar2,2023-06-16 13:18:55.458,1012402.0,2.0,2081.0,,,,,,,,,,,,,,,,,,
+87,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 18:04:11.000,2023-09-20 15:47:09.000,2023-09-19 13:02:19,1076.0,37.0,331.0,57.0,284.0,17.0,119.0,11171.0,2023-08-01 23:22:17.000,1.9.1,17.0,37.0,31,True,,memray,conda-forge/memray,,216.0,208.0,https://pypi.org/project/memray,2023-08-01 23:22:17.000,8.0,272160.0,275982.0,https://anaconda.org/conda-forge/memray,2023-08-02 04:02:48.763,64984.0,2.0,,,,,,,,,,,,,,,,,,,
+88,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,BSD-1-Clause,2015-01-21 22:05:27.000,2023-09-18 21:00:10.000,2023-09-18 05:38:08,10465.0,28.0,614.0,106.0,2579.0,269.0,2193.0,7273.0,2023-08-16 07:03:44.000,0.14.1,123.0,317.0,31,False,,xonsh,,,96.0,,https://pypi.org/project/xonsh,2023-08-16 07:03:44.000,96.0,6367.0,6456.0,,,,1.0,9136.0,,,,,,,,,,,,,,,,,,
+89,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,,2009-10-02 00:43:37.000,2023-09-19 13:04:45.000,2023-09-19 13:04:44,1431.0,58.0,674.0,118.0,489.0,90.0,613.0,4904.0,2017-10-25 15:35:12.000,1.7.1,12.0,132.0,31,True,,pycodestyle,conda-forge/pycodestyle,,13.0,13.0,https://pypi.org/project/pycodestyle,,,32428745.0,32660134.0,https://anaconda.org/conda-forge/pycodestyle,2023-07-30 14:00:03.599,6941677.0,2.0,,,,,,,,,,,,-7.0,,,,,,,
+90,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2023-09-19 14:26:53.000,2023-09-17 23:07:54,8819.0,94.0,280.0,62.0,1016.0,635.0,2734.0,1784.0,2023-03-21 16:25:11.000,4.5.2,18.0,154.0,31,True,,scons,conda-forge/scons,,,,https://pypi.org/project/scons,,,366700.0,373043.0,https://anaconda.org/conda-forge/scons,2023-06-16 13:25:22.382,492829.0,3.0,1381.0,,,,,,,,,,,,,,,,,,
+91,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-09-13 20:39:53.000,2023-08-04 15:54:43,743.0,1.0,187.0,19.0,315.0,121.0,225.0,1095.0,2023-01-17 20:31:11.783,6.3.0,23.0,90.0,31,True,,pydocstyle,conda-forge/pydocstyle,,61324.0,58578.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,2746.0,3537802.0,3556292.0,https://anaconda.org/conda-forge/pydocstyle,2023-06-16 13:18:02.967,1590225.0,2.0,69.0,,,,,,,,,,,,,,,,,,
+92,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-09-16 14:13:15.000,2023-06-19 12:19:25,147.0,,56.0,17.0,60.0,14.0,39.0,592.0,2022-01-24 01:14:49.000,0.7.0,13.0,23.0,31,True,,mccabe,conda-forge/mccabe,,412160.0,396189.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,15971.0,30312071.0,30397065.0,https://anaconda.org/conda-forge/mccabe,2023-06-16 13:17:55.573,7394501.0,2.0,,,,,,,,,,,,,,,,,,,
+93,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 20:41:41.000,2023-09-18 17:57:45.000,2023-09-11 18:34:52,326.0,17.0,95.0,11.0,212.0,28.0,145.0,499.0,2023-07-21 16:29:21.000,1.24.0,39.0,53.0,31,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],42636.0,42636.0,https://pypi.org/project/sphinx-autodoc-typehints,,,1629625.0,1644568.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-07-21 19:10:23.294,582804.0,2.0,,,,,,,,,,,,,,,,,,,
+94,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 05:54:30.000,2023-06-15 15:02:40.000,2023-06-01 01:16:09,678.0,,183.0,47.0,49.0,17.0,184.0,4643.0,2023-06-01 01:18:01.689,3.1.4,33.0,7.0,30,True,,alive-progress,conda-forge/alive-progress,,2440.0,2253.0,https://pypi.org/project/alive-progress,2023-01-02 21:20:40.562,187.0,505535.0,506506.0,https://anaconda.org/conda-forge/alive-progress,2023-06-01 05:47:28.243,41788.0,3.0,,,,,,,,,,,,,,,,,,,
+95,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2023-09-19 18:27:23.000,2023-09-18 07:44:28,1379.0,45.0,239.0,55.0,1160.0,153.0,911.0,2370.0,2023-09-18 07:48:50.000,2.1.147,100.0,116.0,30,True,,pex,,,,,https://pypi.org/project/pex,,,929796.0,1066747.0,,,,2.0,3286846.0,,,,,,,,,,,,,,,,,,
+96,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,,2013-06-08 22:55:54.000,2023-09-14 22:43:34.000,2023-09-14 22:43:34,657.0,14.0,466.0,68.0,275.0,69.0,156.0,1741.0,,,8.0,94.0,30,False,,pyelftools,conda-forge/pyelftools,,5998.0,5998.0,https://pypi.org/project/pyelftools,,,2037760.0,2041810.0,https://anaconda.org/conda-forge/pyelftools,2023-09-08 11:52:48.077,141771.0,2.0,,,,,,,,,,,,,,,,,,,
+97,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2023-08-12 17:17:17.000,2023-08-08 07:31:15,426.0,1.0,70.0,18.0,161.0,24.0,91.0,1135.0,2023-04-10 11:18:29.000,0.9.7,29.0,50.0,30,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],25775.0,22988.0,https://pypi.org/project/pytest-sugar,2023-04-10 11:17:46.295,2787.0,979237.0,985125.0,https://anaconda.org/conda-forge/pytest-sugar,2023-07-02 12:36:24.393,211946.0,2.0,7.0,,,,,,,,,,,,,,,,,,
+98,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,,2017-05-08 20:14:30.000,2023-06-18 23:54:48.000,2023-06-18 23:54:47,1112.0,,93.0,22.0,107.0,9.0,104.0,559.0,,,21.0,46.0,30,False,,parso,conda-forge/parso,,344636.0,344636.0,https://pypi.org/project/parso,,,22332632.0,22562993.0,https://anaconda.org/conda-forge/parso,2023-06-16 13:24:17.757,15894940.0,2.0,,,,,,,,,,,,,,,,,,,
+99,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 22:40:09.000,2023-07-04 22:51:12.026,2023-07-03 22:55:34,205.0,3.0,56.0,20.0,109.0,1.0,86.0,221.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,30,True,,typed_ast,conda-forge/typed-ast,,5541.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,5541.0,8011028.0,8186687.0,https://anaconda.org/conda-forge/typed-ast,2023-07-04 22:51:12.026,6148093.0,1.0,,,,,,,,,,,,,,,,,,,
+100,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 21:49:44.000,2023-09-17 10:10:36.000,2023-09-11 14:34:35,733.0,113.0,29.0,6.0,48.0,15.0,144.0,204.0,2023-09-10 16:20:47.000,0.36.2,81.0,22.0,30,True,,griffe,conda-forge/griffe,,3169.0,3134.0,https://pypi.org/project/griffe,2023-09-10 16:20:29.000,35.0,766480.0,776125.0,https://anaconda.org/conda-forge/griffe,2023-09-10 18:59:51.424,173624.0,2.0,,,,,,,,,,,,,,,,,,,
+101,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 19:25:34.000,2023-09-16 07:44:02.620,2023-09-15 17:37:00,366.0,13.0,95.0,8.0,89.0,9.0,49.0,153.0,2023-09-15 17:36:55.000,6.1.0,42.0,37.0,30,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],24483.0,23750.0,https://pypi.org/project/flake8-isort,2023-09-15 17:36:55.000,733.0,1069796.0,1071073.0,https://anaconda.org/conda-forge/flake8-isort,2023-09-16 07:44:02.620,48533.0,2.0,,,,,,,,,,,,,,,,,,,
+102,beartype,beartype/beartype,linters,Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2023-09-21 04:46:37.000,2023-09-21 04:37:52,1031.0,76.0,39.0,12.0,41.0,49.0,172.0,2039.0,2023-09-19 06:01:21.000,0.16.1,30.0,17.0,29,True,,beartype,conda-forge/beartype,,154.0,,https://pypi.org/project/beartype,2023-09-19 06:01:21.000,154.0,976586.0,978229.0,https://anaconda.org/conda-forge/beartype,2023-09-19 07:37:22.384,64089.0,2.0,,,,,,,,,,,,,,,,,,,
+103,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 21:22:27.000,2023-09-19 19:41:49.000,2023-09-06 10:05:22,1164.0,7.0,121.0,34.0,270.0,110.0,272.0,2011.0,,,22.0,68.0,29,True,,flit,conda-forge/flit,,1560.0,1560.0,https://pypi.org/project/flit,,,232911.0,235048.0,https://anaconda.org/conda-forge/flit,2023-06-16 13:24:46.150,168867.0,3.0,,,,,,,,,,,,,,,,,,,
+104,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2023-08-03 14:30:43.000,2023-08-03 14:30:43,380.0,1.0,141.0,29.0,84.0,61.0,129.0,1750.0,,,14.0,58.0,29,True,,ipdb,conda-forge/ipdb,,48752.0,48752.0,https://pypi.org/project/ipdb,,,2498296.0,2502983.0,https://anaconda.org/conda-forge/ipdb,2023-06-16 13:21:31.191,403153.0,2.0,,,,,,,,,,,,,,,,,,,
+105,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-06-16 13:22:52.551,2023-01-16 03:40:03,1483.0,,164.0,51.0,162.0,79.0,218.0,1672.0,,,10.0,65.0,29,True,,doit,conda-forge/doit,,1598.0,1598.0,https://pypi.org/project/doit,,,413265.0,416608.0,https://anaconda.org/conda-forge/doit,2023-06-16 13:22:52.551,230684.0,3.0,,,,,,,,,,,,,,,,,,,
+106,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2023-09-20 22:20:11.000,2023-09-20 22:20:10,972.0,33.0,172.0,27.0,281.0,16.0,318.0,1626.0,,,,45.0,29,True,,pdoc,,,2158.0,2158.0,https://pypi.org/project/pdoc,,,138155.0,138155.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+107,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 11:38:06.000,2023-08-25 15:24:50.000,2023-07-10 03:17:08,1424.0,3.0,256.0,92.0,384.0,95.0,421.0,1580.0,2023-07-10 03:25:42.000,0.13.10,674.0,39.0,29,True,,pybuilder,conda-forge/pybuilder,,60.0,,https://pypi.org/project/pybuilder,2022-11-04 03:13:11.030,60.0,28112.0,30616.0,https://anaconda.org/conda-forge/pybuilder,2023-07-10 05:27:47.685,55105.0,3.0,,,,,,,,,,,,,,,,,,,
+108,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 18:58:58.000,2023-09-20 13:20:39.000,2023-06-18 06:48:14,539.0,,106.0,33.0,86.0,22.0,145.0,1497.0,2023-03-26 06:25:00.948,6.0.1,56.0,56.0,29,True,,radon,conda-forge/radon,,4975.0,4338.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,637.0,415619.0,416525.0,https://anaconda.org/conda-forge/radon,2023-06-16 13:24:51.939,64342.0,2.0,,,,,,,,,,,,,,,,,,,
+109,pytest-benchmark,ionelmc/pytest-benchmark,testing,py.test fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2023-09-15 21:30:51.000,2023-04-27 00:15:19,1004.0,,108.0,19.0,71.0,95.0,87.0,1125.0,2022-10-25 21:23:01.695,4.0.0,43.0,39.0,29,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],8219.0,7516.0,https://pypi.org/project/pytest-benchmark,2022-10-25 21:23:01.695,703.0,687450.0,708231.0,https://anaconda.org/conda-forge/pytest-benchmark,2023-06-16 13:15:49.392,1870379.0,3.0,,,,,,,,,,,,,,,,,,,
+110,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 22:12:25.000,2023-09-06 03:17:03.000,2023-09-06 03:17:03,896.0,74.0,56.0,26.0,119.0,33.0,71.0,1118.0,2023-07-05 05:04:00.529,1.24.2,51.0,24.0,29,True,,wily,,,204.0,195.0,https://pypi.org/project/wily,2018-10-14 05:01:41.000,9.0,15165.0,15165.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+111,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 17:57:21.000,2023-06-22 17:19:13.688,2022-08-29 14:53:21,230.0,,80.0,14.0,46.0,2.0,73.0,820.0,2021-11-08 16:58:17.000,6.6.0,20.0,30.0,29,False,,colorlog,conda-forge/colorlog,,28800.0,28800.0,https://pypi.org/project/colorlog,,,6866195.0,6910823.0,https://anaconda.org/conda-forge/colorlog,2023-06-22 17:19:13.688,1695880.0,3.0,,,,,,,,,,,,,,,,,,,
+112,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,,2011-12-14 15:33:15.000,2023-09-18 23:50:58.000,2023-09-18 23:50:55,1120.0,6.0,128.0,23.0,316.0,51.0,215.0,755.0,,,5.0,76.0,29,False,,nose2,conda-forge/nose2,,23836.0,23836.0,https://pypi.org/project/nose2,,,571180.0,572972.0,https://anaconda.org/conda-forge/nose2,2023-06-16 16:08:37.386,114732.0,3.0,,,,,,,,,,,,,,,,,,,
+113,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,,2013-12-07 00:03:15.000,2023-06-16 13:24:00.075,2023-04-21 00:12:44,383.0,,171.0,30.0,88.0,65.0,56.0,704.0,,,6.0,29.0,29,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],109087.0,109087.0,https://pypi.org/project/alabaster,,,6785615.0,6862367.0,https://anaconda.org/conda-forge/alabaster,2023-06-16 13:24:00.075,6600686.0,2.0,,,,,,,,,,,,,,,,,,,
+114,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 20:48:39.000,2023-09-19 06:37:47.000,2023-08-14 16:01:13,475.0,1.0,190.0,8.0,226.0,27.0,146.0,531.0,2021-11-11 21:00:03.000,3.3.1,42.0,64.0,29,True,,coveralls,conda-forge/coveralls,['pytest'],41606.0,32122.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000,9484.0,473581.0,486159.0,https://anaconda.org/conda-forge/coveralls,2023-06-16 13:24:40.028,1006313.0,3.0,,,,,,,,,,,,,,,,,,,
+115,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 08:22:26.000,2023-09-18 18:07:23.000,2022-12-27 17:54:48,436.0,,27.0,11.0,41.0,20.0,18.0,262.0,2022-10-29 15:21:26.062,1.2.0,31.0,9.0,29,True,,executing,conda-forge/executing,,107570.0,107421.0,https://pypi.org/project/executing,2022-10-29 15:21:26.062,149.0,13729731.0,13929002.0,https://anaconda.org/conda-forge/executing,2023-06-16 16:21:34.925,8967197.0,2.0,,,,,,,,,,,,,,,,,,,
+116,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 15:34:54.000,2023-08-18 23:41:57.000,2019-12-22 18:11:19,86.0,,50.0,8.0,37.0,25.0,21.0,208.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,29,False,,astunparse,conda-forge/astunparse,,86461.0,86005.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,456.0,8740482.0,8765613.0,https://anaconda.org/conda-forge/astunparse,2023-06-16 13:24:50.388,1884835.0,2.0,,,,,,,,,,,,,,,,,,,
+117,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 10:39:07.000,2023-07-03 07:21:35.215,2023-04-29 19:35:43,97.0,,30.0,12.0,45.0,3.0,30.0,128.0,2023-04-29 19:44:01.995,0.5.4,21.0,10.0,29,True,,gast,conda-forge/gast,,132549.0,130594.0,https://pypi.org/project/gast,2023-04-29 19:44:01.995,1955.0,12222755.0,12288433.0,https://anaconda.org/conda-forge/gast,2023-07-03 07:21:35.215,2430086.0,2.0,,,,,,,,,,,,,,,,,,,
+118,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 13:05:10.000,2023-09-21 14:16:53.000,2023-09-21 09:41:39,2606.0,117.0,287.0,44.0,1398.0,518.0,1048.0,5180.0,2023-09-05 08:25:11.000,2023.09.05,113.0,136.0,28,True,,,conda-forge/mamba,,,,,,,,224919.0,https://anaconda.org/conda-forge/mamba,2023-09-05 14:29:17.830,8996797.0,3.0,,,,,,,,,,,,,,,,,,,
+119,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 15:20:03.000,2023-09-20 03:47:32.000,2023-09-19 23:30:08,3380.0,261.0,288.0,44.0,727.0,108.0,536.0,2075.0,2023-07-10 06:51:43.000,0.3.15,25.0,131.0,28,True,,briefcase,,,,,https://pypi.org/project/briefcase,,,4327.0,4330.0,,,,2.0,179.0,,,,,,,,,,,,,,,,,,
+120,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 22:26:33.000,2023-09-15 01:51:53.000,2023-08-21 22:44:11,394.0,93.0,103.0,15.0,149.0,44.0,49.0,2064.0,2023-08-22 03:20:28.000,4.1.1,29.0,41.0,28,True,,line_profiler,conda-forge/line_profiler,,82.0,,https://pypi.org/project/line_profiler,2023-08-22 03:20:28.000,82.0,417910.0,430588.0,https://anaconda.org/conda-forge/line_profiler,2023-08-22 04:39:59.865,431081.0,2.0,,,,,,,,,,,,,,,,,,,
+121,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 13:22:56.000,2023-08-10 16:18:37.000,2023-05-29 16:30:35,590.0,,131.0,32.0,306.0,62.0,117.0,1538.0,2022-12-08 19:10:01.428,2.3.5,55.0,41.0,28,True,,safety,conda-forge/safety,,447.0,29.0,https://pypi.org/project/safety,2022-10-04 21:08:20.401,418.0,1008542.0,1019385.0,https://anaconda.org/conda-forge/safety,2023-06-16 16:15:06.955,78343.0,3.0,392160.0,,,,,,,,,,,,,,,,,,
+122,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 20:46:30.000,2023-09-05 07:20:23.000,2023-05-29 13:41:01,712.0,,66.0,15.0,78.0,24.0,51.0,1227.0,2022-10-31 08:28:00.894,1.4.0,22.0,28.0,28,True,,yappi,conda-forge/yappi,,1375.0,1027.0,https://pypi.org/project/yappi,2022-10-31 08:28:00.894,348.0,1450260.0,1452419.0,https://anaconda.org/conda-forge/yappi,2023-06-16 13:20:48.597,161950.0,2.0,,,,,,,,,,,,,,,,,,,
+123,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 13:42:16.000,2023-07-07 23:15:37.000,2022-07-14 18:31:38,706.0,,64.0,18.0,318.0,77.0,126.0,1171.0,2021-07-09 22:21:56.000,0.10.3,13.0,41.0,28,False,,pdbpp,conda-forge/pdbpp,,5085.0,5085.0,https://pypi.org/project/pdbpp,,,287757.0,289177.0,https://anaconda.org/conda-forge/pdbpp,2023-06-16 13:25:41.484,103675.0,2.0,,,,,,,,,,,,,,,,,,,
+124,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 03:40:17.000,2023-09-09 00:44:05.000,2023-09-09 00:44:04,613.0,14.0,77.0,15.0,167.0,38.0,72.0,802.0,2023-09-01 06:20:05.000,2.2.1,59.0,37.0,28,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,735.0,,https://pypi.org/project/autoflake,2023-09-01 06:19:21.000,735.0,1662552.0,1671990.0,https://anaconda.org/conda-forge/autoflake,2023-06-16 16:14:56.765,500219.0,2.0,,,,,,,,,,,,,,,,,,,
+125,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2023-09-06 00:31:07.000,2023-09-06 00:31:07,265.0,1.0,98.0,25.0,109.0,40.0,77.0,741.0,2019-12-10 01:50:33.000,0.8.1,14.0,33.0,28,True,,astor,conda-forge/astor,,2182.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,2182.0,4855546.0,4883837.0,https://anaconda.org/conda-forge/astor,2023-06-16 13:23:08.435,2178471.0,3.0,,,,,,,,,,,,,,,,,,,
+126,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2023-09-12 13:01:01.000,2023-08-30 20:27:48,639.0,9.0,104.0,25.0,158.0,21.0,65.0,718.0,2022-08-07 15:50:19.406,2.0.4,24.0,43.0,28,False,,pyhamcrest,conda-forge/pyhamcrest,,37093.0,35250.0,https://pypi.org/project/pyhamcrest,2022-08-07 15:50:19.406,1843.0,1101804.0,1107205.0,https://anaconda.org/conda-forge/pyhamcrest,2023-06-16 13:17:20.732,475342.0,3.0,,,,,,,,,,,,,,,,,,,
+127,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-2.0,2013-10-01 06:35:15.000,2023-09-12 11:10:37.000,2023-09-12 11:10:32,629.0,1.0,119.0,16.0,184.0,53.0,167.0,564.0,2023-01-31 16:35:25.772,2.4.4,54.0,68.0,28,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,['pylint'],28387.0,27215.0,https://pypi.org/project/pylint-django,2023-01-31 16:35:25.772,1172.0,2492446.0,2494395.0,https://anaconda.org/conda-forge/pylint-django,2023-06-16 13:25:11.432,165255.0,2.0,278.0,,,,,,,,,,,,,,,,,,
+128,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 18:57:12.000,2023-06-16 13:23:46.924,2021-06-11 10:22:09,273.0,,40.0,10.0,36.0,31.0,52.0,513.0,2021-06-11 10:24:04.382,15.0.1,63.0,16.0,28,False,,coloredlogs,anaconda/coloredlogs,,30190.0,28140.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,2050.0,7329572.0,7329728.0,https://anaconda.org/anaconda/coloredlogs,2023-06-16 13:23:46.924,11281.0,3.0,,,,,,,,,,,,,,,,,,,
+129,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,,https://github.com/executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2023-07-27 02:41:54.000,2023-02-09 08:53:43,295.0,,61.0,19.0,62.0,22.0,53.0,481.0,2022-04-20 19:59:44.000,2021.03.14,4.0,24.0,28,True,,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],19566.0,19566.0,https://pypi.org/project/sphinx-autobuild,,,472953.0,475689.0,https://anaconda.org/conda-forge/sphinx-autobuild,2023-06-16 13:21:20.882,210678.0,2.0,,,,,,,,,,,,,,,,,,,
+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 21:40:48.000,2023-08-10 12:31:31.000,2023-08-10 12:31:31,584.0,18.0,57.0,9.0,121.0,13.0,128.0,456.0,2023-07-12 01:47:02.331,1.7.5,62.0,29.0,28,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,3249.0,3102.0,https://pypi.org/project/docformatter,2023-07-12 01:47:02.331,147.0,301675.0,304242.0,https://anaconda.org/conda-forge/docformatter,2023-07-18 03:59:16.364,92381.0,3.0,8.0,,,,,,,,,,,,,,,,,,
+131,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 14:40:55.000,2023-06-07 10:00:19.970,2023-06-07 06:50:58,257.0,,25.0,16.0,34.0,4.0,5.0,428.0,2023-06-07 07:37:46.000,1.1.2,39.0,13.0,28,True,explosion/wasabi,wasabi,conda-forge/wasabi,,34614.0,34614.0,https://pypi.org/project/wasabi,,,5081827.0,5103474.0,https://anaconda.org/conda-forge/wasabi,2023-06-07 10:00:19.970,1190630.0,3.0,,,,,,,,,,,,,,,,,,,
+132,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 21:09:28.000,2023-09-05 15:05:45.000,2023-09-05 15:05:07,1068.0,2.0,66.0,33.0,7.0,,,233.0,2023-04-27 15:17:02.669,6.0.1,40.0,187.0,28,True,,hacking,,['flake8'],4397.0,,https://pypi.org/project/hacking,2023-04-27 15:17:02.669,4397.0,70596.0,70596.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+133,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 17:41:25.000,2023-08-07 06:05:25.000,2022-03-06 14:20:17,408.0,,375.0,153.0,70.0,73.0,228.0,9527.0,,,8.0,35.0,27,False,,bpytop,conda-forge/bpytop,,147.0,147.0,https://pypi.org/project/bpytop,,,6124.0,6579.0,https://anaconda.org/conda-forge/bpytop,2023-06-16 19:24:35.135,14119.0,3.0,,,,,,,,,,,,,,,,,,,
+134,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 03:19:25.000,2023-05-12 22:09:01.000,2022-06-22 04:41:01,431.0,,545.0,164.0,153.0,151.0,169.0,9396.0,2022-06-22 04:50:45.000,0.15.1.0,94.0,41.0,27,False,,gdbgui,,,321.0,319.0,https://pypi.org/project/gdbgui,2022-06-22 04:46:50.000,2.0,10699.0,11108.0,,,,3.0,15545.0,,,,,,,,,,,,,,,,,,
+135,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 23:32:13.000,2023-09-19 13:54:33.000,2023-01-21 22:38:30,6697.0,,204.0,60.0,128.0,324.0,234.0,4884.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,27,True,,pyoxidizer,,,151.0,149.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,4029.0,4290.0,,,,2.0,11485.0,,,,,,,,,,,,,,,,,,
+136,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 11:35:34.000,2022-07-03 04:03:12.000,2021-06-11 17:11:55,4487.0,,1298.0,102.0,3152.0,658.0,2373.0,3489.0,2017-05-22 15:58:37.000,0.11.0,17.0,483.0,27,False,,coala-bears,,,12.0,12.0,https://pypi.org/project/coala-bears,,,1363.0,1364.0,,,,2.0,176.0,,,,,,,,,,,,,,,,,,
+137,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2023-09-18 20:37:58.000,2022-07-14 07:40:12,517.0,,99.0,31.0,361.0,43.0,67.0,2517.0,2022-02-10 14:51:38.000,1.3.3,31.0,19.0,27,False,,notifiers,conda-forge/notifiers,,1105.0,1081.0,https://pypi.org/project/notifiers,2022-02-10 14:51:38.000,24.0,396024.0,397072.0,https://anaconda.org/conda-forge/notifiers,2023-06-16 19:23:52.875,34591.0,3.0,,,,,,,,,,,,,,,,,,,
+138,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 20:49:52.000,2023-09-21 10:57:02.000,2023-08-28 11:47:24,763.0,23.0,327.0,82.0,403.0,121.0,213.0,2245.0,2023-08-24 21:56:12.000,9.0.0,13.0,133.0,27,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],,,https://pypi.org/project/pytest-testinfra,,,373984.0,374400.0,https://anaconda.org/conda-forge/pytest-testinfra,2023-08-25 02:18:30.063,13318.0,3.0,,,,,,,,,,,,,,,,,,,
+139,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 23:32:13.000,2023-09-05 19:07:20.000,2023-01-29 19:46:36,3335.0,,566.0,92.0,534.0,66.0,170.0,1718.0,,,,386.0,27,True,,diamond,,,149.0,149.0,https://pypi.org/project/diamond,,,9784.0,9784.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+140,cx_Freeze,marcelotduarte/cx_Freeze,packaging,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,2017-01-22 04:25:52.000,2023-09-21 14:17:45.000,2023-09-21 14:01:06,1719.0,116.0,196.0,28.0,1066.0,47.0,825.0,1138.0,2023-09-08 00:52:43.000,6.15.7,62.0,105.0,27,True,,cx_freeze,conda-forge/cx_freeze,,,,https://pypi.org/project/cx_freeze,,,113399.0,120042.0,https://anaconda.org/conda-forge/cx_freeze,2023-09-08 04:04:09.776,265725.0,2.0,,,,,,,,,,,,,,,,,,,
+141,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,,2009-02-03 18:52:25.000,2023-09-12 22:35:25.000,2023-08-22 12:33:10,1760.0,1.0,182.0,19.0,360.0,170.0,399.0,696.0,2023-03-31 19:07:42.000,4.35.0,42.0,107.0,27,False,breathe-doc/breathe,breathe,conda-forge/breathe,,10883.0,10883.0,https://pypi.org/project/breathe,,,292592.0,305623.0,https://anaconda.org/conda-forge/breathe,2023-07-04 04:52:22.769,507514.0,3.0,548.0,,,,,,,,,,,,,,,,,,
+142,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 15:48:10.000,2023-09-19 09:07:58.000,2023-09-19 09:07:57,586.0,24.0,29.0,5.0,516.0,9.0,53.0,536.0,2023-08-15 18:04:57.000,3.15.0,33.0,20.0,27,True,,pytest-randomly,conda-forge/pytest-randomly,,273.0,,https://pypi.org/project/pytest-randomly,2023-08-15 18:04:57.000,273.0,1140352.0,1147045.0,https://anaconda.org/conda-forge/pytest-randomly,2023-08-15 20:36:31.270,153948.0,3.0,,,,,,,,,,,,,,,,,,,
+143,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 18:32:52.000,2023-06-16 13:15:30.349,2023-05-06 20:04:56,258.0,,138.0,16.0,123.0,18.0,78.0,466.0,2022-12-19 20:46:55.580,0.13.3,27.0,35.0,27,False,,pep8-naming,conda-forge/pep8-naming,,51389.0,49519.0,https://pypi.org/project/pep8-naming,2022-12-19 20:46:55.580,1870.0,1780038.0,1783740.0,https://anaconda.org/conda-forge/pep8-naming,2023-06-16 13:15:30.349,336954.0,2.0,,,,,,,,,,,,,,,,,,,
+144,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2023-06-16 13:23:45.665,2022-08-10 16:41:28,230.0,,110.0,21.0,61.0,12.0,42.0,429.0,2022-08-10 16:45:07.000,1.6.0,22.0,37.0,27,False,,ddt,conda-forge/ddt,,5255.0,5255.0,https://pypi.org/project/ddt,,,380782.0,381908.0,https://anaconda.org/conda-forge/ddt,2023-06-16 13:23:45.665,87903.0,3.0,,,,,,,,,,,,,,,,,,,
+145,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 06:58:51.000,2023-06-01 15:43:14.086,2023-05-31 09:56:43,371.0,,14.0,6.0,256.0,19.0,30.0,302.0,2023-05-31 09:59:03.360,1.5.0,16.0,16.0,27,True,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],17281.0,17168.0,https://pypi.org/project/flake8-eradicate,2022-08-11 07:18:01.020,113.0,587414.0,587816.0,https://anaconda.org/conda-forge/flake8-eradicate,2023-06-01 15:43:14.086,11675.0,2.0,,,,,,,,,,,,,,,,,,,
+146,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 00:05:08.000,2023-06-16 13:20:50.267,2022-12-19 16:44:44,108.0,,37.0,4.0,65.0,6.0,44.0,168.0,2022-12-19 16:50:01.696,3.3.2,41.0,32.0,27,True,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],20456.0,19546.0,https://pypi.org/project/flake8-quotes,2022-12-19 16:50:01.696,910.0,724806.0,732946.0,https://anaconda.org/conda-forge/flake8-quotes,2023-06-16 13:20:50.267,683798.0,2.0,,,,,,,,,,,,,,,,,,,
+147,rebound,shobrook/rebound,logging,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,MIT,2018-02-28 04:47:03.000,2023-09-20 00:27:50.974,2022-02-16 05:16:40,168.0,,383.0,76.0,41.0,24.0,38.0,4018.0,2023-09-19 21:47:12.000,3.28.1,207.0,16.0,26,False,,rebound,conda-forge/rebound,,45.0,24.0,https://pypi.org/project/rebound,2023-09-19 21:47:12.000,21.0,5113.0,12870.0,https://anaconda.org/conda-forge/rebound,2023-09-20 00:27:50.974,310163.0,3.0,234.0,,,,,,,,,,,,,,,,,,
+148,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,2016-05-26 17:45:08.632,2023-06-16 13:17:34.885,2018-06-28 13:35:12,500.0,,371.0,5.0,1.0,,,3951.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,26,False,,memory_profiler,conda-forge/memory_profiler,,211.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,211.0,834779.0,838933.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,365568.0,3.0,,,,,,,,,,,,11.0,,,,,,,
+149,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 05:11:00.000,2023-08-25 00:29:01.000,2023-02-22 05:49:22,592.0,,244.0,33.0,222.0,112.0,178.0,3806.0,,,15.0,109.0,26,True,,freezegun,conda-forge/freezegun,,,,https://pypi.org/project/freezegun,,,6575939.0,6592177.0,https://anaconda.org/conda-forge/freezegun,2023-06-16 13:17:16.464,1461473.0,3.0,,,,,,,,,,,,-7.0,,,,,,,
+150,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 00:38:38.000,2023-09-04 15:34:22.000,2023-04-11 16:04:33,1217.0,,330.0,48.0,420.0,91.0,199.0,3191.0,2022-10-05 17:13:10.000,1.4.0,8.0,73.0,26,True,,detect-secrets,,,,,https://pypi.org/project/detect-secrets,,,376980.0,376980.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+151,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,,636.0,156.0,35.0,183.0,119.0,1943.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,26,False,,uiautomator,,,321.0,253.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,68.0,23032.0,23032.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+152,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 02:32:40.000,2023-08-24 02:21:44.000,2022-12-21 03:55:00,575.0,,139.0,8.0,116.0,123.0,203.0,1007.0,2021-08-03 14:51:19.000,0.10.0,34.0,58.0,26,True,,pdoc3,anaconda/pdoc3,,3788.0,3570.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000,218.0,195265.0,195297.0,https://anaconda.org/anaconda/pdoc3,2023-06-16 16:19:13.966,1495.0,3.0,,,,,,,,,,,,,,,,,,,
+153,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,AGPL-3.0,2015-02-02 14:21:10.000,2023-09-03 20:47:47.000,2023-07-13 12:56:05,366.0,5.0,51.0,18.0,78.0,27.0,120.0,716.0,2023-07-13 13:22:05.000,2.0.12,84.0,24.0,26,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1167.0,1161.0,https://pypi.org/project/pytest-testmon,2023-07-13 13:17:02.192,6.0,128855.0,129456.0,https://anaconda.org/conda-forge/pytest-testmon,2023-06-16 16:09:13.484,40271.0,3.0,,,,,,,,,,,,,,,,,,,
+154,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 02:08:20.000,2023-06-16 16:07:30.628,2019-06-15 20:36:43,183.0,,55.0,12.0,49.0,51.0,44.0,703.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,26,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],9254.0,8579.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,675.0,458921.0,460288.0,https://anaconda.org/conda-forge/pytest-watch,2023-06-16 16:07:30.628,92959.0,3.0,,,,,,,,,,,,,,,,,,,
+155,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 14:11:21.000,2023-06-16 16:17:00.951,2021-10-18 03:34:23,504.0,,42.0,7.0,61.0,56.0,95.0,480.0,,,18.0,22.0,26,False,,darglint,conda-forge/darglint,,19391.0,19391.0,https://pypi.org/project/darglint,,,413470.0,415023.0,https://anaconda.org/conda-forge/darglint,2023-06-16 16:17:00.951,74575.0,3.0,,,,,,,,,,,,,,,,,,,
+156,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 14:25:24.000,2023-09-19 04:20:07.000,2023-08-25 02:01:15,818.0,19.0,21.0,3.0,481.0,45.0,80.0,358.0,2023-08-19 01:46:45.000,0.34.0,52.0,16.0,26,True,,nitpick,,['flake8'],1275.0,1263.0,https://pypi.org/project/nitpick,2023-08-19 01:46:40.000,12.0,29894.0,29894.0,,,,3.0,5.0,,,,,,,,,,,,,,,,,,
+157,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 14:39:23.000,2023-07-16 21:30:01.000,2023-05-08 06:33:29,274.0,,33.0,9.0,97.0,11.0,52.0,230.0,2022-12-18 18:49:02.248,0.10.3,23.0,16.0,26,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],4157.0,3685.0,https://pypi.org/project/pytest-mypy,2022-12-18 18:49:02.248,472.0,283272.0,285244.0,https://anaconda.org/conda-forge/pytest-mypy,2023-06-16 19:18:02.883,84818.0,3.0,,,,,,,,,,,,,,,,,,,
+158,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2023-07-16 20:56:29.139,2023-07-16 18:20:44,535.0,23.0,38.0,10.0,57.0,3.0,61.0,163.0,2023-07-16 18:33:22.000,0.9.31,31.0,24.0,26,True,,asteval,conda-forge/asteval,,175.0,,https://pypi.org/project/asteval,2022-05-24 15:52:50.000,175.0,267141.0,277523.0,https://anaconda.org/conda-forge/asteval,2023-07-16 20:56:29.139,321854.0,3.0,,,,,,,,,,,,,,,,,,,
+159,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 05:19:51.000,2023-08-11 17:41:30.000,2023-08-11 15:07:51,233.0,44.0,18.0,6.0,83.0,11.0,41.0,156.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,26,True,,pandas-vet,conda-forge/pandas-vet,['flake8'],416.0,398.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,18.0,78926.0,79789.0,https://anaconda.org/conda-forge/pandas-vet,2023-08-11 17:40:05.281,16389.0,3.0,71.0,,,,,,,,,,,,,,,,,,
+160,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-08-04 09:26:44.000,2022-12-04 22:09:17,262.0,,148.0,50.0,46.0,37.0,70.0,7122.0,2022-07-21 09:17:39.000,2.1.3,7.0,21.0,25,True,,icecream,conda-forge/icecream,,13.0,13.0,https://pypi.org/project/icecream,,,286141.0,286961.0,https://anaconda.org/conda-forge/icecream,2023-06-16 19:25:30.341,23783.0,3.0,,,,,,,,,,,,,,,,,,,
+161,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 00:19:00.000,2023-09-15 14:03:17.000,2023-09-15 14:03:17,333.0,3.0,161.0,55.0,132.0,40.0,134.0,4355.0,2023-03-20 14:10:04.829,23.3.0,23.0,47.0,25,True,,monkeytype,conda-forge/monkeytype,,26.0,,https://pypi.org/project/monkeytype,2022-02-18 23:46:48.000,26.0,55774.0,56572.0,https://anaconda.org/conda-forge/monkeytype,2023-06-16 16:09:34.593,54300.0,2.0,,,,,,,,,,,,6.0,,,,,,,
+162,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 08:26:59.000,2023-09-20 14:12:11.000,2023-09-05 08:37:50,987.0,9.0,364.0,41.0,486.0,166.0,392.0,3197.0,,,11.0,128.0,25,True,,factory_boy,conda-forge/factory_boy,,,,https://pypi.org/project/factory_boy,,,3252980.0,3256738.0,https://anaconda.org/conda-forge/factory_boy,2023-07-19 13:42:09.417,135314.0,3.0,,,,,,,,,,,,-7.0,,,,,,,
+163,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39,2145.0,,118.0,26.0,221.0,107.0,161.0,1757.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,25,False,,dephell,,,838.0,821.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,17.0,3153.0,3157.0,,,,3.0,249.0,,,,,,,,,,,,,,,,,,
+164,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2023-08-31 12:24:27.000,2023-02-20 18:24:13,204.0,,35.0,8.0,35.0,6.0,21.0,1253.0,2022-11-24 20:29:05.000,0.2.10,7.0,7.0,25,True,,stackprinter,conda-forge/stackprinter,,295.0,295.0,https://pypi.org/project/stackprinter,,,333157.0,333307.0,https://anaconda.org/conda-forge/stackprinter,2023-06-16 16:15:48.838,7651.0,3.0,,,,,,,,,,,,,,,,,,,
+165,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,An MkDocs plugin that simplifies configuring page titles and their order.,,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2023-08-19 21:30:31.000,2023-08-19 21:19:39,96.0,5.0,31.0,7.0,17.0,13.0,55.0,363.0,2023-08-19 21:31:54.000,2.9.2,24.0,7.0,25,True,,mkdocs-awesome-pages-plugin,,['mkdocs'],3285.0,3176.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2023-08-19 21:30:31.000,109.0,149448.0,149448.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+166,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 23:52:48.000,2023-07-21 16:19:56.000,2022-01-27 10:32:34,98.0,,23.0,9.0,22.0,19.0,21.0,343.0,2019-10-13 14:06:01.000,0.6.0,11.0,9.0,25,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],2008.0,2008.0,https://pypi.org/project/pytest-lazy-fixture,,,466183.0,472934.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2023-06-16 13:24:44.425,519862.0,3.0,,,,,,,,,,,,,,,,,,,
+167,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 15:27:20.000,2023-09-07 10:28:58.000,2023-09-07 10:26:00,565.0,1.0,39.0,6.0,70.0,20.0,76.0,280.0,,,43.0,22.0,25,True,,check-manifest,conda-forge/check-manifest,,12634.0,9524.0,https://pypi.org/project/check-manifest,2022-12-05 08:17:08.785,3110.0,194981.0,196775.0,https://anaconda.org/conda-forge/check-manifest,2023-06-16 16:12:23.756,102297.0,3.0,,,,,,,,,,,,,,,,,,,
+168,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,,2020-01-14 11:27:41.000,2023-09-18 17:37:21.000,2023-04-16 08:34:06,854.0,,28.0,14.0,27.0,171.0,307.0,266.0,2022-12-28 12:12:07.000,0.28.5,7.0,31.0,25,False,,py2app,,,4529.0,4529.0,https://pypi.org/project/py2app,,,22961.0,22961.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+169,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 11:45:49.000,2023-06-16 19:24:01.290,2021-02-16 17:29:00,446.0,,52.0,9.0,171.0,33.0,23.0,198.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,25,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,1079.0,1033.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,46.0,126873.0,127155.0,https://anaconda.org/conda-forge/data-science-types,2023-06-16 19:24:01.290,9316.0,3.0,,,,,,,,,,,,,,,,,,,
+170,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 14:40:26.000,2023-09-04 16:59:36.000,2023-09-04 16:59:35,168.0,4.0,11.0,2.0,52.0,6.0,23.0,160.0,2022-12-20 09:31:01.407,0.3.6,20.0,10.0,25,True,,flake8-black,conda-forge/flake8-black,['flake8'],7424.0,7167.0,https://pypi.org/project/flake8-black,2022-12-20 09:31:01.407,257.0,965437.0,974257.0,https://anaconda.org/conda-forge/flake8-black,2023-06-16 16:15:31.454,449859.0,3.0,,,,,,,,,,,,,,,,,,,
+171,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 00:26:51.000,2023-09-16 10:58:55.000,2023-09-16 10:58:51,294.0,9.0,21.0,4.0,65.0,2.0,42.0,105.0,2022-12-22 23:44:03.313,2.1.0,26.0,17.0,25,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],10099.0,9604.0,https://pypi.org/project/flake8-builtins,2022-12-22 23:44:03.313,495.0,632021.0,634731.0,https://anaconda.org/conda-forge/flake8-builtins,2023-06-16 13:23:26.276,222262.0,3.0,,,,,,,,,,,,,,,,,,,
+172,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2023-06-16 16:11:48.791,2023-01-20 18:08:14,186.0,,96.0,36.0,75.0,44.0,34.0,1489.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,24,True,,bowler,conda-forge/bowler,,13.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,13.0,86230.0,86530.0,https://anaconda.org/conda-forge/bowler,2023-06-16 16:11:48.791,17424.0,2.0,,,,,,,,,,,,,,,,,,,
+173,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-05-16 14:03:19.000,2022-08-08 11:25:05,700.0,,95.0,20.0,97.0,50.0,95.0,1015.0,,,,46.0,24,False,,pylama,,,6033.0,6033.0,https://pypi.org/project/pylama,,,174196.0,174196.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+174,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,,73.0,28.0,106.0,80.0,48.0,673.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,24,False,,redbaron,,,719.0,588.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,131.0,37181.0,37181.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+175,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 02:48:01.000,2023-09-19 08:23:38.000,2023-09-19 08:23:37,367.0,32.0,40.0,7.0,218.0,8.0,62.0,555.0,2023-08-16 08:58:38.000,1.16.0,26.0,19.0,24,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,34.0,,https://pypi.org/project/blacken-docs,2023-08-16 08:58:38.000,34.0,152265.0,153086.0,https://anaconda.org/conda-forge/blacken-docs,2023-08-16 10:40:14.275,31234.0,3.0,,,,,,,,,,,,,,,,,,,
+176,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 07:52:32.000,2023-08-30 11:53:48.000,2022-11-03 10:04:57,807.0,,75.0,24.0,116.0,55.0,58.0,519.0,2019-05-28 06:37:19.000,1.7.0,12.0,62.0,24,True,,pytest-virtualenv,conda-forge/pytest-shutil,,74.0,,https://pypi.org/project/pytest-virtualenv,2019-05-28 06:37:19.000,74.0,43496.0,44303.0,https://anaconda.org/conda-forge/pytest-shutil,2023-06-16 16:13:53.097,50066.0,3.0,,,,,,,,,,,,,,,,,,,
+177,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 18:53:42.000,2022-12-08 10:54:50.000,2020-11-16 12:31:58,468.0,,63.0,24.0,85.0,45.0,52.0,507.0,2020-11-16 12:36:24.000,0.11.2,21.0,23.0,24,False,,mamba,,,970.0,842.0,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,128.0,6310.0,6310.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+178,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 02:33:25.000,2023-09-10 13:43:00.000,2023-09-07 20:35:16,182.0,4.0,39.0,5.0,105.0,27.0,27.0,500.0,,,,12.0,24,True,,interrogate,,,5114.0,5114.0,https://pypi.org/project/interrogate,,,94175.0,94175.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+179,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 12:46:09.000,2023-09-13 20:26:49.000,2023-09-13 20:26:49,293.0,1.0,71.0,10.0,101.0,12.0,90.0,275.0,2022-11-26 20:15:35.517,0.18.2,35.0,46.0,24,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],1242.0,,https://pypi.org/project/flake8-import-order,2022-11-26 20:15:35.517,1242.0,404833.0,407762.0,https://anaconda.org/conda-forge/flake8-import-order,2023-06-16 13:24:07.930,240223.0,3.0,,,,,,,,,,,,,,,,,,,
+180,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/PyCQA/eradicate,https://github.com/PyCQA/eradicate,,2012-12-23 04:39:48.000,2023-06-12 14:15:35.396,2023-06-12 09:19:41,183.0,,23.0,5.0,25.0,7.0,16.0,188.0,2023-06-09 06:29:34.000,2.3.0,4.0,13.0,24,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,,14292.0,14292.0,https://pypi.org/project/eradicate,,,644225.0,644532.0,https://anaconda.org/conda-forge/eradicate,2023-06-12 14:15:35.396,8917.0,2.0,,,,,,,,,,,,,,,,,,,
+181,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 09:25:13.000,2021-10-13 19:25:52.000,2021-10-13 19:25:45,176.0,,28.0,4.0,38.0,5.0,26.0,126.0,2021-10-13 19:25:39.000,2.1.0,20.0,12.0,24,False,,flake8-commas,,['flake8'],16643.0,16257.0,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000,386.0,425991.0,425991.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+182,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2023-06-16 19:23:18.580,2022-03-07 18:48:36,240.0,,32.0,3.0,45.0,21.0,80.0,48.0,2021-09-21 19:52:30.000,0.12.0,13.0,23.0,24,False,,pytkdocs,conda-forge/pytkdocs,,1292.0,1292.0,https://pypi.org/project/pytkdocs,,,81047.0,83748.0,https://anaconda.org/conda-forge/pytkdocs,2023-06-16 19:23:18.580,94556.0,3.0,,,,,,,,,,,,,,,,,,,
+183,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,,170.0,72.0,32.0,27.0,57.0,3930.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,23,False,,vprof,,,131.0,115.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,16.0,2203.0,2203.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+184,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,,233.0,70.0,116.0,22.0,78.0,2143.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,23,False,,python-taint,,,103.0,91.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,12.0,3308.0,3309.0,,,,3.0,110.0,,,,,,,,,,,,,,,,,,
+185,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,,72.0,17.0,43.0,32.0,32.0,847.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,23,True,,portray,,,827.0,806.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,21.0,13264.0,13264.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+186,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 15:30:06.000,2023-09-06 00:26:02.432,2023-09-03 16:50:32,132.0,9.0,35.0,11.0,89.0,12.0,39.0,827.0,2023-09-03 16:53:31.000,0.12.2,18.0,12.0,23,True,,python-devtools,conda-forge/python-devtools,,1600.0,1600.0,https://pypi.org/project/python-devtools,,,482.0,1099.0,https://anaconda.org/conda-forge/python-devtools,2023-09-06 00:26:02.432,17897.0,3.0,,,,,,,,,,,,,,,,,,,
+187,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,,2016-02-12 06:52:50.000,2023-09-20 12:02:56.000,2023-09-20 12:02:51,1129.0,26.0,156.0,33.0,395.0,31.0,293.0,415.0,2023-08-02 15:50:00.000,3.4.5,43.0,70.0,23,False,,,constructor,,14.0,14.0,,,,,94.0,https://anaconda.org/anaconda/constructor,2023-09-07 06:05:35.443,8183.0,3.0,276.0,,,,,,,,,,,,,,,,,,
+188,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,,52.0,15.0,100.0,46.0,30.0,281.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,23,False,,baron,,,374.0,315.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,59.0,37272.0,37272.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+189,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2023-08-12 17:24:35.000,2023-08-12 17:19:26,116.0,2.0,20.0,6.0,16.0,8.0,28.0,224.0,2023-08-12 17:24:35.000,0.9.1,22.0,10.0,23,True,,xenon,conda-forge/xenon,,1179.0,1098.0,https://pypi.org/project/xenon,2023-08-12 17:24:35.000,81.0,152796.0,153095.0,https://anaconda.org/conda-forge/xenon,2023-06-16 13:23:09.938,21279.0,3.0,,,,,,,,,,,,,,,,,,,
+190,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 12:59:17.000,2023-07-30 13:52:49.000,2023-06-26 22:36:04,503.0,1.0,368.0,74.0,132.0,107.0,225.0,5682.0,2023-07-30 13:52:49.000,1.2.2,10.0,58.0,22,True,,,,,13.0,13.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+191,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 12:04:13.000,2023-06-21 16:18:50.000,2023-06-21 16:18:49,768.0,,92.0,44.0,56.0,20.0,60.0,4624.0,2022-09-29 10:20:01.217,0.8.12,89.0,24.0,22,True,,xxh-xxh,,,76.0,76.0,https://pypi.org/project/xxh-xxh,2022-09-29 10:20:01.217,,214.0,255.0,,,,3.0,1782.0,,,,,,,,,,,,,,,,,,
+192,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,,2011-10-14 11:56:14.000,2023-07-21 11:34:22.000,2023-07-21 11:34:22,716.0,3.0,349.0,80.0,161.0,119.0,114.0,4015.0,,,12.0,102.0,22,False,,memory_profiler,conda-forge/memory_profiler,,,,https://pypi.org/project/memory_profiler,,,834779.0,838933.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,365564.0,3.0,,,,,,,,,,,,-7.0,,,,,,,
+193,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 06:01:20.000,2023-03-03 17:07:08.000,2023-03-03 17:07:08,349.0,,197.0,60.0,44.0,40.0,16.0,2726.0,,,13.0,23.0,22,True,,pyrasite,,,55.0,49.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,30109.0,30109.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+194,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 16:02:27.000,2023-06-16 19:23:41.476,2021-11-24 14:32:14,130.0,,82.0,31.0,10.0,7.0,38.0,2674.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,22,False,,pretty_errors,conda-forge/pretty_errors,,53.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,53.0,29896.0,30279.0,https://anaconda.org/conda-forge/pretty_errors,2023-06-16 19:23:41.476,13026.0,3.0,,,,,,,,,,,,,,,,,,,
+195,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 18:46:23.000,2023-09-07 16:49:17.000,2023-09-07 16:41:57,207.0,2.0,83.0,28.0,115.0,39.0,77.0,1620.0,2023-09-07 16:49:17.000,1.0.4,19.0,39.0,22,True,,shiv,,,,,https://pypi.org/project/shiv,,,26802.0,26813.0,,,,3.0,598.0,,,,,,,,,,,,,,,,,,
+196,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 09:40:29.000,2023-03-07 21:30:59.000,2022-03-11 18:31:51,368.0,,45.0,24.0,55.0,62.0,73.0,1291.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,22,False,,pyflow,,,43.0,42.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,192.0,319.0,,,,3.0,6240.0,,,,,,,,,,,,,,,,,,
+197,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,,139.0,16.0,66.0,30.0,28.0,830.0,2018-07-25 01:35:11.000,0.6.0,4.0,36.0,22,False,,pycco,,,306.0,306.0,https://pypi.org/project/pycco,,,1647.0,1647.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+198,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2023-07-28 19:56:59.000,2021-10-05 01:31:10,72.0,,42.0,19.0,32.0,41.0,46.0,290.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,22,False,,mkdocs-pdf-export-plugin,,['mkdocs'],510.0,504.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,18247.0,18247.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+199,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 16:34:46.000,2023-06-08 09:34:08.000,2021-10-14 20:29:54,188.0,,66.0,10.0,50.0,77.0,44.0,257.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,22,False,,mkdocs-with-pdf,,['mkdocs'],385.0,382.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,3.0,23633.0,23633.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+200,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 12:02:33.000,2023-09-03 22:00:34.000,2023-08-28 07:27:52,227.0,3.0,14.0,3.0,10.0,8.0,71.0,88.0,2023-08-28 07:29:57.000,2.3.6,41.0,5.0,22,True,,mkdocs-print-site-plugin,,['mkdocs'],246.0,240.0,https://pypi.org/project/mkdocs-print-site-plugin,2023-08-28 07:29:57.000,6.0,16734.0,16734.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+201,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2023-03-23 11:09:43.000,2023-01-05 00:12:47,102.0,,196.0,70.0,56.0,27.0,46.0,4434.0,2018-01-16 16:25:41.000,0.2.1,2.0,17.0,21,True,,better-exceptions,,,,,https://pypi.org/project/better-exceptions,,,119172.0,119172.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+202,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 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58,433.0,,114.0,75.0,25.0,15.0,20.0,2965.0,2015-12-25 11:58:18.000,0.1.1,2.0,18.0,21,False,,profiling,,,63.0,63.0,https://pypi.org/project/profiling,,,2110.0,2110.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+203,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,,185.0,71.0,170.0,67.0,128.0,1756.0,2017-07-24 08:26:03.000,2.5.0,13.0,56.0,21,False,,sixpack,,,11.0,11.0,https://pypi.org/project/sixpack,,,51.0,51.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+204,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-09-05 21:11:14.000,2023-09-05 21:07:28,100.0,3.0,55.0,43.0,22.0,8.0,25.0,1551.0,2020-12-02 20:41:20.000,20.12.2,3.0,41.0,21,True,,xar,,,28.0,28.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,443.0,443.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+205,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 23:35:16.000,2023-08-07 14:53:26.000,2022-07-24 14:45:54,478.0,,82.0,10.0,60.0,46.0,53.0,1081.0,,,5.0,29.0,21,False,,pympler,conda-forge/pympler,,,,https://pypi.org/project/pympler,,,1922162.0,1926948.0,https://anaconda.org/conda-forge/pympler,2023-06-16 13:20:11.899,373367.0,3.0,,,,,,,,,,,,,,,,,,,
+206,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 18:03:16.000,2023-06-16 19:26:54.897,2023-04-26 09:11:54,1074.0,,41.0,15.0,21.0,41.0,54.0,750.0,2022-09-11 00:45:22.000,3.3.5,51.0,9.0,21,True,,hunter,conda-forge/hunter,,153.0,153.0,https://pypi.org/project/hunter,,,7809.0,9722.0,https://anaconda.org/conda-forge/hunter,2023-06-16 19:26:54.897,49747.0,3.0,,,,,,,,,,,,,,,,,,,
+207,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,,2019-03-11 13:16:35.000,2023-06-11 01:13:27.000,2023-01-27 11:02:15,1077.0,,79.0,21.0,33.0,18.0,133.0,642.0,2022-11-05 16:32:25.000,0.13.0.0,17.0,17.0,21,False,,py2exe,,,1845.0,1845.0,https://pypi.org/project/py2exe,,,14905.0,15172.0,,,,3.0,14440.0,,,,,,,,,,,,,,,,,,
+208,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 21:55:05.000,2023-09-20 08:39:58.000,2023-08-03 07:40:25,478.0,6.0,71.0,18.0,446.0,13.0,110.0,585.0,,,11.0,37.0,21,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,,,https://pypi.org/project/mypy-protobuf,,,1569129.0,1572486.0,https://anaconda.org/conda-forge/mypy-protobuf,2023-08-20 18:57:58.024,114142.0,3.0,,,,,,,,,,,,,,,,,,,
+209,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,,2012-03-25 21:47:18.000,2023-06-28 15:43:10.000,2022-11-08 15:07:52,1711.0,,164.0,54.0,274.0,124.0,233.0,565.0,,,5.0,92.0,21,False,,zc.buildout,conda-forge/zc.buildout,,,,https://pypi.org/project/zc.buildout,,,75266.0,76509.0,https://anaconda.org/conda-forge/zc.buildout,2023-06-16 19:27:31.340,29832.0,3.0,,,,,,,,,,,,,,,,,,,
+210,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 19:09:01.000,2023-09-10 22:56:39.000,2023-09-01 23:45:24,307.0,37.0,55.0,27.0,292.0,23.0,76.0,541.0,,,,38.0,21,False,,fixit,,,45.0,45.0,https://pypi.org/project/fixit,,,29701.0,29701.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+211,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 12:15:56.000,2023-09-19 08:23:43.000,2023-09-19 08:23:42,555.0,21.0,21.0,7.0,476.0,3.0,51.0,448.0,,,30.0,15.0,21,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],,,https://pypi.org/project/flake8-comprehensions,,,1043533.0,1062686.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-07-17 21:11:54.892,746976.0,3.0,,,,,,,,,,,,,,,,,,,
+212,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 21:49:34.000,2023-06-16 19:26:54.777,2022-12-17 09:19:54,492.0,,23.0,10.0,44.0,7.0,15.0,357.0,2021-03-24 19:56:29.000,1.7.0,14.0,11.0,21,True,,manhole,conda-forge/manhole,,260.0,260.0,https://pypi.org/project/manhole,,,13761.0,14438.0,https://anaconda.org/conda-forge/manhole,2023-06-16 19:26:54.777,17613.0,3.0,,,,,,,,,,,,,,,,,,,
+213,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 03:56:37.000,2023-06-16 16:08:54.259,2023-04-28 19:12:18,591.0,,35.0,7.0,27.0,28.0,46.0,173.0,,,5.0,10.0,21,True,,releases,conda-forge/sphinx-releases,['sphinx'],589.0,589.0,https://pypi.org/project/releases,,,18253.0,19028.0,https://anaconda.org/conda-forge/sphinx-releases,2023-06-16 16:08:54.259,49620.0,3.0,,,,,,,,,,,,,,,,,,,
+214,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 16:59:41.000,2023-08-30 16:46:38.000,2023-03-30 10:45:48,131.0,,20.0,5.0,68.0,49.0,71.0,162.0,2023-06-03 10:38:27.145,0.19.3,37.0,13.0,21,True,,flake8-simplify,conda-forge/flake8-simplify,,27.0,,https://pypi.org/project/flake8-simplify,2023-06-03 10:38:27.145,27.0,279358.0,280365.0,https://anaconda.org/conda-forge/flake8-simplify,2023-06-16 19:23:52.988,33235.0,3.0,,,,,,,,,,,,,,,,,,,
+215,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 15:53:36.000,2023-06-16 19:27:52.099,2023-04-10 19:27:15,234.0,,16.0,2.0,16.0,24.0,21.0,157.0,2023-04-10 19:35:00.918,0.14.1,17.0,16.0,21,True,,dlint,conda-forge/dlint,,51.0,,https://pypi.org/project/dlint,2022-08-09 19:17:19.574,51.0,139646.0,139811.0,https://anaconda.org/conda-forge/dlint,2023-06-16 19:27:52.099,3631.0,3.0,,,,,,,,,,,,,,,,,,,
+216,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 00:31:46.000,2023-09-06 01:59:38.000,2023-06-11 00:08:52,155.0,,33.0,8.0,33.0,4.0,24.0,152.0,2021-07-27 09:00:22.000,0.4.8,13.0,10.0,21,True,,lazydocs,,,172.0,172.0,https://pypi.org/project/lazydocs,,,5712.0,5712.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+217,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2023-06-16 13:16:51.618,2021-03-21 11:36:52,70.0,,20.0,6.0,14.0,11.0,3.0,114.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,21,False,,dodgy,conda-forge/dodgy,,2829.0,2543.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,286.0,514146.0,515040.0,https://anaconda.org/conda-forge/dodgy,2023-06-16 13:16:51.618,76007.0,3.0,,,,,,,,,,,,,,,,,,,
+218,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,,26.0,5.0,18.0,11.0,16.0,107.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,21,False,,flake8-bandit,,['flake8'],176.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,176.0,487004.0,487004.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+219,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 20:08:18.000,2023-06-16 13:25:36.186,2023-05-18 17:02:25,1091.0,,74.0,25.0,77.0,5.0,173.0,770.0,,,8.0,39.0,20,True,,green,conda-forge/green,,,,https://pypi.org/project/green,,,12066.0,13858.0,https://anaconda.org/conda-forge/green,2023-06-16 13:25:36.186,129045.0,3.0,,,,,,,,,,,,,,,,,,,
+220,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,,188.0,24.0,95.0,49.0,83.0,586.0,,,,39.0,20,False,,sphinx-bootstrap-theme,,['sphinx'],,,https://pypi.org/project/sphinx-bootstrap-theme,,,111166.0,111166.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+221,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 00:07:58.000,2023-06-24 21:25:39.000,2023-06-24 21:25:38,106.0,1.0,41.0,7.0,27.0,,39.0,163.0,2019-10-11 01:01:17.000,0.5.3,4.0,20.0,20,True,,sphinx-markdown-builder,,['sphinx'],728.0,728.0,https://pypi.org/project/sphinx-markdown-builder,,,52062.0,52062.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+222,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 18:02:19.000,2023-06-16 19:26:39.293,2019-08-07 13:44:00,69.0,,15.0,7.0,10.0,10.0,3.0,88.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,20,False,,unify,conda-forge/unify,,1280.0,1222.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,58.0,82727.0,82785.0,https://anaconda.org/conda-forge/unify,2023-06-16 19:26:39.293,1577.0,3.0,,,,,,,,,,,,,,,,,,,
+223,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 20:11:12.000,2023-06-16 13:25:29.031,2022-07-19 20:45:38,40.0,,9.0,3.0,8.0,8.0,6.0,62.0,,,5.0,7.0,20,False,,pylint-flask,conda-forge/pylint-flask,['pylint'],7969.0,7614.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,355.0,1549529.0,1550782.0,https://anaconda.org/conda-forge/pylint-flask,2023-06-16 13:25:29.031,106584.0,3.0,,,,,,,,,,,,,,,,,,,
+224,reloadium,reloadware/reloadium,debugging,"Hot Reloading, Profiling and AI debugging for Python.",,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2023-08-16 12:13:55.000,2023-08-16 12:13:55,49.0,2.0,49.0,25.0,25.0,16.0,100.0,2517.0,2023-08-16 12:10:46.000,1.2.1,42.0,3.0,19,True,,reloadium,,,,,https://pypi.org/project/reloadium,2023-08-16 12:10:46.000,,1636.0,1636.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+225,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 17:02:28.000,2023-06-16 19:26:36.247,2021-11-13 14:58:04,27.0,,122.0,34.0,4.0,5.0,4.0,1650.0,,,2.0,3.0,19,False,,heartrate,conda-forge/heartrate,,52.0,52.0,https://pypi.org/project/heartrate,,,1047.0,1150.0,https://anaconda.org/conda-forge/heartrate,2023-06-16 19:26:36.247,2806.0,3.0,,,,,,,,,,,,,,,,,,,
+226,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,,56.0,28.0,63.0,26.0,33.0,1397.0,,,,17.0,19,False,,pyannotate,,,123.0,123.0,https://pypi.org/project/pyannotate,,,3497.0,3497.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+227,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000,2022-04-21 14:15:55,556.0,,115.0,33.0,90.0,26.0,144.0,850.0,,,,30.0,19,False,,pynsist,,,203.0,203.0,https://pypi.org/project/pynsist,,,1594.0,1594.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+228,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 04:51:13.000,2023-09-01 07:51:04.000,2023-09-01 07:48:02,73.0,2.0,57.0,8.0,54.0,9.0,34.0,352.0,2023-09-01 07:51:04.000,2.0.1,13.0,18.0,19,True,,pytest-docker,,['pytest'],,,https://pypi.org/project/pytest-docker,,,140927.0,140930.0,,,,3.0,132.0,,,,,,,,,,,,,,,,,,
+229,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,,2015-07-02 21:41:44.000,2023-09-19 00:21:56.000,2023-09-12 01:26:47,123.0,6.0,18.0,7.0,49.0,5.0,12.0,218.0,,,7.0,10.0,19,False,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],1499.0,1499.0,https://pypi.org/project/pytest-datadir,,,173988.0,176648.0,https://anaconda.org/conda-forge/pytest-datadir,2023-06-16 13:24:06.959,220853.0,3.0,,,,,,,,,,,,,,,,,,,
+230,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 01:59:02.000,2023-08-04 22:44:46.000,2023-08-04 22:44:45,831.0,4.0,10.0,5.0,101.0,18.0,26.0,190.0,2023-01-30 01:07:41.000,1.1.1,11.0,9.0,19,True,,xdoctest,conda-forge/xdoctest,,,,https://pypi.org/project/xdoctest,,,125216.0,129282.0,https://anaconda.org/conda-forge/xdoctest,2023-06-16 19:18:12.043,174856.0,3.0,,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+231,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2023-09-12 01:27:09.000,2023-09-12 01:27:09,194.0,16.0,16.0,5.0,17.0,1.0,7.0,110.0,2023-09-11 03:03:54.000,0.70.1,10.0,9.0,19,True,,massedit,,,41.0,41.0,https://pypi.org/project/massedit,,,2443.0,2443.0,,,,3.0,23.0,,,,,,,,,,,,,,,,,,
+232,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,MIT,2016-01-25 01:59:13.000,2023-09-09 19:23:36.000,2023-09-09 19:23:35,802.0,48.0,16.0,7.0,19.0,3.0,61.0,106.0,2023-09-09 19:30:56.000,12.2.2,41.0,18.0,19,True,,pip-run,,,,,https://pypi.org/project/pip-run,,,4790.0,4790.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+233,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,,15.0,5.0,13.0,19.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,19,False,,flake8-mypy,,['flake8'],1750.0,1627.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,123.0,41529.0,41529.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+234,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 21:45:30.000,2021-10-29 14:54:42.000,2019-05-24 17:17:56,199.0,,9.0,8.0,6.0,4.0,3.0,94.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,19,False,,pyformat,,,1842.0,1816.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,26.0,19259.0,19259.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+235,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,,9.0,5.0,9.0,4.0,9.0,54.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,19,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],1590.0,1558.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,32.0,38078.0,38078.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+236,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 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00,242.0,,117.0,68.0,29.0,7.0,15.0,2214.0,2019-03-09 13:53:12.000,1.0.0,2.0,18.0,18,False,,fake2db,,,23.0,23.0,https://pypi.org/project/fake2db,,,333.0,333.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+237,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 18:45:35.000,2023-06-16 19:27:40.699,2022-12-22 13:48:56,431.0,,30.0,20.0,16.0,22.0,28.0,954.0,,,4.0,22.0,18,True,,snoop,conda-forge/snoop,,,,https://pypi.org/project/snoop,,,51105.0,51296.0,https://anaconda.org/conda-forge/snoop,2023-06-16 19:27:40.699,4398.0,3.0,,,,,,,,,,,,,,,,,,,
+238,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 15:12:07,35.0,2.0,15.0,6.0,23.0,11.0,6.0,259.0,2023-07-27 15:15:12.000,0.3.2,12.0,6.0,18,True,,bellybutton,,,42.0,41.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,15737.0,15737.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+239,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 09:49:24.000,2023-07-07 11:13:17.000,2023-07-07 10:58:24,475.0,2.0,20.0,5.0,177.0,10.0,99.0,233.0,2023-07-07 11:07:02.000,1.0.0,32.0,15.0,18,True,hakancelikdev/unimport,unimport,,,,,https://pypi.org/project/unimport,,,12464.0,12464.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+240,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 22:43:09.000,2023-08-28 08:57:18.000,2023-08-28 08:55:28,538.0,6.0,21.0,2.0,203.0,10.0,32.0,79.0,2023-02-08 16:54:01.303,1.3.3,40.0,14.0,18,True,,autoimport,,,122.0,116.0,https://pypi.org/project/autoimport,2023-02-08 16:54:01.303,6.0,3262.0,3262.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+241,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2023-07-04 11:25:43.000,2021-09-18 20:16:24,55.0,,42.0,13.0,8.0,6.0,9.0,775.0,,,,5.0,17,False,,py-heat,,,56.0,56.0,https://pypi.org/project/py-heat,,,2267.0,2267.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+242,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 00:55:50.000,2023-09-19 13:05:58.000,2023-09-19 13:05:57,459.0,31.0,20.0,7.0,197.0,,54.0,312.0,,,,11.0,17,True,,add-trailing-comma,,,,,https://pypi.org/project/add-trailing-comma,,,28456.0,28456.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+243,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,,36.0,9.0,68.0,20.0,26.0,222.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,17,True,,imhotep,,,17.0,11.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,6.0,39.0,39.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+244,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 07:17:02.000,2023-08-29 08:53:47.000,2023-08-29 08:53:43,44.0,3.0,11.0,7.0,31.0,7.0,21.0,135.0,,,,7.0,17,True,,com2ann,,,47.0,47.0,https://pypi.org/project/com2ann,,,22037.0,22037.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+245,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,,6.0,3.0,39.0,3.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,17,False,,mkdocs-versioning,,['mkdocs'],61.0,61.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,3379.0,3379.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+246,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 03:48:07.000,2023-06-10 12:37:58.000,2023-06-10 12:37:58,149.0,,399.0,74.0,60.0,6.0,73.0,3711.0,,,,39.0,16,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+247,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 18:49:20.000,2022-05-18 12:07:49.000,2022-05-18 12:07:17,415.0,,71.0,42.0,48.0,20.0,34.0,1578.0,,,,10.0,16,False,,birdseye,,,,,https://pypi.org/project/birdseye,,,996.0,996.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+248,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 19:03:43.000,2023-05-18 15:24:11.000,2023-01-03 15:31:24,422.0,,175.0,42.0,154.0,32.0,172.0,1574.0,,,,60.0,16,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+249,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,,24.0,14.0,24.0,2.0,40.0,372.0,,,,3.0,16,False,,vex,,,29.0,29.0,https://pypi.org/project/vex,,,857.0,857.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+250,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,,12.0,6.0,18.0,7.0,13.0,365.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,16,False,,tbvaccine,,,11.0,11.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,1766.0,1766.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+251,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,,30.0,5.0,68.0,,,233.0,2019-12-19 14:20:08.000,.0.3.3,3.0,16.0,16,False,,flakehell,,['flake8'],,,https://pypi.org/project/flakehell,,,22391.0,22392.0,,,,3.0,71.0,,,,,,,,,,,,,,,,,,
+252,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2022-05-13 18:18:48.000,2019-10-04 19:05:46,128.0,,18.0,11.0,10.0,6.0,13.0,156.0,,,,10.0,16,False,,pynt,,,116.0,116.0,https://pypi.org/project/pynt,,,10837.0,10837.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+253,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,,2010-11-11 09:43:52.000,2023-06-16 13:19:05.560,2023-04-16 21:21:14,535.0,,78.0,13.0,85.0,39.0,93.0,454.0,,,1.0,46.0,15,False,,paver,conda-forge/paver,,,,https://pypi.org/project/paver,,,47223.0,47562.0,https://anaconda.org/conda-forge/paver,2023-06-16 13:19:05.560,27803.0,3.0,,,,,,,,,,,,,,,,,,,
+254,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,,20.0,6.0,6.0,15.0,2.0,320.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,15,False,,pycycle,,,86.0,77.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,9.0,3013.0,3013.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+255,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2023-06-16 19:27:52.015,2023-03-08 16:15:03,84.0,,4.0,10.0,2.0,5.0,12.0,210.0,2023-03-08 16:22:18.671,1.1.0,10.0,3.0,15,True,,cohesion,conda-forge/cohesion,,11.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,11.0,6358.0,6440.0,https://anaconda.org/conda-forge/cohesion,2023-06-16 19:27:52.015,1824.0,3.0,,,,,,,,,,,,,,,,,,,
+256,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-09-06 18:14:00.000,2023-01-30 07:50:18,198.0,,5.0,2.0,139.0,1.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,8.0,4.0,15,False,,yala,,"['flake8', 'pylint']",50.0,50.0,https://pypi.org/project/yala,,,816.0,816.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+257,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,,12.0,6.0,7.0,7.0,12.0,118.0,,,,6.0,14,False,,pep8ify,,,46.0,46.0,https://pypi.org/project/pep8ify,,,245.0,245.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+258,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,,67.0,18.0,75.0,34.0,30.0,559.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+259,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 21:38:32.000,2023-03-03 20:00:09.000,2022-11-06 20:48:39,188.0,,3.0,2.0,166.0,2.0,3.0,168.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,13,True,,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,215.0,215.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,,
+260,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 15:47:15.000,2023-09-10 22:29:17.739,2019-10-30 17:50:10,279.0,,,1.0,,,,18.0,,,6.0,10.0,13,False,,assertpy,conda-forge/assertpy,,,,https://pypi.org/project/assertpy,,,424910.0,425503.0,https://anaconda.org/conda-forge/assertpy,2023-09-10 22:29:17.739,22535.0,3.0,,,,,,,,,,,,-7.0,,,,,,,
+261,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,,6.0,5.0,34.0,,3.0,18.0,2021-11-17 16:59:34.000,0.6.18,28.0,5.0,13,True,,universal-build,,,12.0,12.0,https://pypi.org/project/universal-build,,,136.0,136.0,,,,3.0,19.0,,,,,,,,,,,,,,,,,,
+262,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,,168.0,78.0,4.0,11.0,15.0,2539.0,,,,3.0,12,False,,,,,2.0,2.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+263,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,,21.0,19.0,61.0,8.0,1.0,183.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,12,True,,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,26.0,26.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+264,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 07:54:58.000,2023-06-16 16:07:40.909,2022-08-14 07:12:06,109.0,,17.0,6.0,28.0,,15.0,134.0,2022-08-14 07:05:53.000,22.8.0,7.0,9.0,12,False,,retype,conda-forge/retype,,,,https://pypi.org/project/retype,,,495.0,847.0,https://anaconda.org/conda-forge/retype,2023-06-16 16:07:40.909,23948.0,3.0,,,,,,,,,,,,,,,,,,,
+265,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2022-12-08 02:07:55.000,2019-06-27 03:42:48,285.0,,18.0,5.0,21.0,7.0,10.0,133.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,12,False,,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,51.0,51.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+266,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,,4.0,9.0,62.0,4.0,25.0,68.0,,,,3.0,12,False,,pytest-play,,['pytest'],,,https://pypi.org/project/pytest-play,,,151.0,151.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+267,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2023-06-06 05:02:28.000,2023-06-06 05:02:21,291.0,,2.0,3.0,6.0,6.0,,34.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,11,False,,pyship,,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,,43.0,43.0,,,,3.0,,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index b13100e..392c6c1 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._
-- pycodestyle (🥇38 · ⭐ 4.9K · 📈) - Simple Python style checker in one Python file. MIT
-- cx_Freeze (🥈32 · ⭐ 1.1K · 📈) - Create standalone executables from Python scripts, with the.. Python-2.0
-- parso (🥈32 · ⭐ 560 · 📈) - A Python Parser. MIT
-- pytest-randomly (🥉27 · ⭐ 540 · 📈) - Pytest plugin to randomly order tests and control random.seed. MIT
-- massedit (🥉20 · ⭐ 110 · 📈) - Programmatically edit text files with Python. Useful for source to.. MIT
+- pytest-xdist (🥈36 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT BSD-3 Apache-2
+- memory_profiler (🥉26 · ⭐ 4K · 💀) - Monitor Memory usage of Python code. BSD-3
+- MonkeyType (🥈25 · ⭐ 4.4K · 📈) - A Python library that generates static type annotations by.. BSD-3
## 📉 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._
-- sphinx_rtd_theme (🥈32 · ⭐ 4.5K · 📉) - Sphinx theme for readthedocs.org. MIT MIT BSD-3
-- buildout (🥉21 · ⭐ 560 · 💤) - Buildout is a deployment automation tool written in and.. ❗Unlicensed
-- memory_profiler (🥉15 · ⭐ 83 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed
+- pycodestyle (🥈31 · ⭐ 4.9K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
+- freezegun (🥉26 · ⭐ 3.8K · 💤) - Let your Python tests travel through time. Apache-2
+- factory_boy (🥉25 · ⭐ 3.2K · 📉) - A test fixtures replacement for Python. MIT
+- memory-profiler (🥉22 · ⭐ 4K · 📉) - Monitor Memory usage of Python code. ❗Unlicensed
+- assertpy (🥉13 · ⭐ 18 · 💀) - Simple assertion library for unit testing in python with a fluent API. BSD-3